NHIỆM VỤ 2.1

Đọc dữ liệu từ file csv

d <- read.csv(file.choose(), header = T)

Chức năng: đọc một tệp CSV và lưu trữ dữ liệu của nó trong một đối tượng dữ liệu khung (data frame) có tên là d.

knitr::kable(d)

Chức năng: chuyển đổi một đối tượng dữ liệu khung (data frame) thành một bảng định dạng đẹp, phù hợp để in trong tài liệu R Markdown.

X	state	time	diffusion	trend	regulation
1	1	1977	0.1370903	1	1
2	1	1978	0.2828862	2	1
3	1	1979	0.3829844	3	1
4	1	1980	0.4852568	4	1
5	1	1981	0.5374821	5	1
6	1	1982	0.5897084	6	1
7	1	1983	0.6049396	7	1
8	1	1984	0.6549885	8	1
9	1	1985	0.7028612	9	1
10	1	1986	0.8247201	10	1
11	1	1987	0.8769447	11	1
12	1	1988	0.9378739	12	1
13	1	1989	0.9879230	13	1
14	1	1990	0.9900990	14	1
15	2	1977	0.2475243	1	1
16	2	1978	0.5569296	2	1
17	2	1979	0.5569296	3	1
18	2	1980	0.5569296	4	1
19	2	1981	0.5569296	5	1
20	2	1982	0.5569296	6	1
21	2	1983	0.5569296	7	1
22	2	1984	0.5569296	8	1
23	2	1985	0.5569296	9	1
24	2	1986	0.7425740	10	1
25	2	1987	0.7425740	11	1
26	2	1988	0.7425740	12	1
27	2	1989	0.9282178	13	1
28	2	1990	0.9900990	14	1
29	3	1977	0.1802788	1	1
30	3	1978	0.2146164	2	1
31	3	1979	0.2604020	3	1
32	3	1980	0.3233563	4	1
33	3	1981	0.3634179	5	1
34	3	1982	0.4778794	6	1
35	3	1983	0.5208030	7	1
36	3	1984	0.5751733	8	1
37	3	1985	0.6295438	9	0
38	3	1986	0.6781887	10	0
39	3	1987	0.7754822	11	0
40	3	1988	0.8498825	12	0
41	3	1989	0.9013904	13	0
42	3	1990	0.9900990	14	0
43	4	1977	0.1721907	1	1
44	4	1978	0.1951496	2	1
45	4	1979	0.2468079	3	1
46	4	1980	0.3271640	4	1
47	4	1981	0.3185529	5	1
48	4	1982	0.3960407	6	1
49	4	1983	0.4017785	7	1
50	4	1984	0.4218679	8	1
51	4	1985	0.4907436	9	1
52	4	1986	0.5079643	10	0
53	4	1987	0.5538825	11	0
54	4	1988	0.7748600	12	0
55	4	1989	0.8466066	13	0
56	4	1990	0.9900990	14	0
57	5	1977	0.3583438	1	1
58	5	1978	0.4145906	2	1
59	5	1979	0.4645048	3	1
60	5	1980	0.4857364	4	1
61	5	1981	0.5457095	5	1
62	5	1982	0.6146213	6	1
63	5	1983	0.6656532	7	1
64	5	1984	0.6872577	8	1
65	5	1985	0.7163139	9	1
66	5	1986	0.8023600	10	1
67	5	1987	0.8556277	11	0
68	5	1988	0.9342245	12	0
69	5	1989	0.9461445	13	0
70	5	1990	0.9900990	14	0
71	6	1977	0.3893108	1	1
72	6	1978	0.4325683	2	1
73	6	1979	0.6055942	3	1
74	6	1980	0.7017196	4	1
75	6	1981	0.7449771	5	1
76	6	1982	0.7738151	6	1
77	6	1983	0.7786213	7	1
78	6	1984	0.7497839	8	1
79	6	1985	0.7545892	9	1
80	6	1986	0.7738151	10	1
81	6	1987	0.7353639	11	0
82	6	1988	0.8843608	12	0
83	6	1989	0.9083922	13	0
84	6	1990	0.9900990	14	0
85	7	1977	0.6315216	1	1
86	7	1978	0.7064491	2	1
87	7	1979	0.7653198	3	1
88	7	1980	0.7813755	4	1
89	7	1981	0.8027830	5	1
90	7	1982	0.8616533	6	1
91	7	1983	0.9151723	7	1
92	7	1984	0.8777099	8	1
93	7	1985	0.9686916	9	1
94	7	1986	0.9686916	10	1
95	7	1987	0.9847472	11	1
96	7	1988	0.9847472	12	1
97	7	1989	0.9847472	13	1
98	7	1990	0.9900990	14	1
99	8	1977	0.0675070	1	0
100	8	1978	0.1462651	2	1
101	8	1979	0.1462651	3	1
102	8	1980	0.2081456	4	1
103	8	1981	0.2531504	5	1
104	8	1982	0.2531504	6	1
105	8	1983	0.2756525	7	1
106	8	1984	0.2756525	8	1
107	8	1985	0.2756525	9	1
108	8	1986	0.3094055	10	1
109	8	1987	0.8944647	11	1
110	8	1988	0.8944647	12	1
111	8	1989	0.8944647	13	1
112	8	1990	0.9900990	14	1
113	9	1977	0.1828540	1	1
114	9	1978	0.2619109	2	1
115	9	1979	0.3156922	3	1
116	9	1980	0.3538748	4	1
117	9	1981	0.4297062	5	1
118	9	1982	0.5179073	6	1
119	9	1983	0.5243607	7	1
120	9	1984	0.5663096	8	1
121	9	1985	0.6561220	9	1
122	9	1986	0.7217342	10	1
123	9	1987	0.7566923	11	0
124	9	1988	0.7798170	12	0
125	9	1989	0.9013611	13	0
126	9	1990	0.9900990	14	0
127	10	1977	0.1619636	1	1
128	10	1978	0.2313774	2	1
129	10	1979	0.3258556	3	1
130	10	1980	0.3663471	4	1
131	10	1981	0.4193700	5	1
132	10	1982	0.4974600	6	1
133	10	1983	0.5196324	7	1
134	10	1984	0.5794047	8	1
135	10	1985	0.6227883	9	1
136	10	1986	0.7375126	10	1
137	10	1987	0.8021061	11	1
138	10	1988	0.8098183	12	1
139	10	1989	0.9274343	13	0
140	10	1990	0.9900990	14	0
141	11	1977	0.4569692	1	1
142	11	1978	0.3427259	2	1
143	11	1979	0.5559793	3	1
144	11	1980	0.5559793	4	1
145	11	1981	0.6169069	5	1
146	11	1982	0.7083017	6	1
147	11	1983	0.7083017	7	1
148	11	1984	0.6702199	8	1
149	11	1985	0.7159174	9	1
150	11	1986	0.7159174	10	1
151	11	1987	0.7159174	11	1
152	11	1988	0.8301598	12	1
153	11	1989	0.9824828	13	1
154	11	1990	0.9900990	14	1
155	12	1977	0.0694809	1	0
156	12	1978	0.1389618	2	0
157	12	1979	0.1389618	3	0
158	12	1980	0.1737012	4	0
159	12	1981	0.1737012	5	0
160	12	1982	0.1737012	6	0
161	12	1983	0.1737012	7	0
162	12	1984	0.1737012	8	0
163	12	1985	0.2952918	9	0
164	12	1986	0.3126627	10	0
165	12	1987	0.5211050	11	0
166	12	1988	0.8337679	12	0
167	12	1989	0.8858779	13	0
168	12	1990	0.9900990	14	0
169	13	1977	0.4096651	1	1
170	13	1978	0.5319091	2	1
171	13	1979	0.5281776	3	1
172	13	1980	0.6326936	4	1
173	13	1981	0.6765518	5	1
174	13	1982	0.7512070	6	1
175	13	1983	0.7577384	7	1
176	13	1984	0.8099969	8	1
177	13	1985	0.8351919	9	1
178	13	1986	0.8725193	10	1
179	13	1987	0.8641201	11	1
180	13	1988	0.9378413	12	1
181	13	1989	0.9723688	13	1
182	13	1990	0.9900990	14	1
183	14	1977	0.3204031	1	0
184	14	1978	0.3440404	2	0
185	14	1979	0.3597982	3	0
186	14	1980	0.3755546	4	1
187	14	1981	0.5147457	5	1
188	14	1982	0.6329283	6	1
189	14	1983	0.5278786	7	1
190	14	1984	0.5882825	8	1
191	14	1985	0.6539370	9	1
192	14	1986	0.6801998	10	0
193	14	1987	0.7458576	11	0
194	14	1988	0.8929276	12	0
195	14	1989	0.9165638	13	0
196	14	1990	0.9900990	14	0
197	15	1977	0.3021733	1	1
198	15	1978	0.4886195	2	1
199	15	1979	0.4886195	3	1
200	15	1980	0.5786295	4	1
201	15	1981	0.6622081	5	1
202	15	1982	0.6943552	6	1
203	15	1983	0.7200722	7	1
204	15	1984	0.7393591	8	1
205	15	1985	0.7136423	9	1
206	15	1986	0.7843638	10	1
207	15	1987	0.9579530	11	1
208	15	1988	0.9579530	12	1
209	15	1989	0.9836697	13	1
210	15	1990	0.9900990	14	1
211	16	1977	0.1219331	1	1
212	16	1978	0.3170267	2	1
213	16	1979	0.3267811	3	1
214	16	1980	0.3267811	4	1
215	16	1981	0.3414138	5	1
216	16	1982	0.3706778	6	1
217	16	1983	0.4048179	7	1
218	16	1984	0.4584684	8	1
219	16	1985	0.4926105	9	1
220	16	1986	0.5462623	10	0
221	16	1987	0.6779485	11	0
222	16	1988	0.7316009	12	0
223	16	1989	0.8925522	13	0
224	16	1990	0.9900990	14	0
225	17	1977	0.2605523	1	1
226	17	1978	0.4212266	2	1
227	17	1979	0.5254480	3	1
228	17	1980	0.4907061	4	1
229	17	1981	0.5688719	5	1
230	17	1982	0.6036125	6	1
231	17	1983	0.6253268	7	1
232	17	1984	0.6817791	8	1
233	17	1985	0.7034915	9	1
234	17	1986	0.8294253	10	1
235	17	1987	0.6991493	11	1
236	17	1988	0.9032483	12	1
237	17	1989	0.9119331	13	1
238	17	1990	0.9900990	14	1
239	18	1977	0.2155229	1	0
240	18	1978	0.2560159	2	0
241	18	1979	0.2952002	3	0
242	18	1980	0.3082635	4	1
243	18	1981	0.3696543	5	1
244	18	1982	0.4284324	6	1
245	18	1983	0.4754572	7	1
246	18	1984	0.5603592	8	1
247	18	1985	0.5982383	9	1
248	18	1986	0.6517930	10	1
249	18	1987	0.7157974	11	0
250	18	1988	0.8346613	12	0
251	18	1989	0.9182580	13	0
252	18	1990	0.9900990	14	0
253	19	1977	0.4779793	1	0
254	19	1978	0.7340385	2	1
255	19	1979	0.7340385	3	1
256	19	1980	0.7340385	4	1
257	19	1981	0.7340385	5	1
258	19	1982	0.7340385	6	1
259	19	1983	0.7340385	7	1
260	19	1984	0.7852504	8	1
261	19	1985	0.7852504	9	1
262	19	1986	0.9559576	10	1
263	19	1987	0.9559576	11	1
264	19	1988	0.9559576	12	1
265	19	1989	0.9559576	13	1
266	19	1990	0.9900990	14	1
267	20	1977	0.2916425	1	1
268	20	1978	0.2712085	2	1
269	20	1979	0.3046461	3	1
270	20	1980	0.3325088	4	1
271	20	1981	0.4012403	5	1
272	20	1982	0.4996925	6	1
273	20	1983	0.5442762	7	1
274	20	1984	0.6260106	8	1
275	20	1985	0.6928825	9	0
276	20	1986	0.7188895	10	0
277	20	1987	0.7709018	11	0
278	20	1988	0.9585200	12	0
279	20	1989	0.9882414	13	0
280	20	1990	0.9900990	14	0
281	21	1977	0.4164242	1	1
282	21	1978	0.5037849	2	1
283	21	1979	0.4863134	3	1
284	21	1980	0.5037849	4	1
285	21	1981	0.6290049	5	1
286	21	1982	0.7367511	6	1
287	21	1983	0.7746070	7	1
288	21	1984	0.7833438	8	1
289	21	1985	0.8765286	9	1
290	21	1986	0.9347699	10	1
291	21	1987	0.9114735	11	1
292	21	1988	0.9405942	12	0
293	21	1989	0.9638904	13	0
294	21	1990	0.9900990	14	0
295	22	1977	0.4776175	1	1
296	22	1978	0.6118392	2	1
297	22	1979	0.6240419	3	1
298	22	1980	0.8523912	4	1
299	22	1981	0.8628505	5	1
300	22	1982	0.8593643	6	1
301	22	1983	0.8959702	7	1
302	22	1984	0.9134013	8	1
303	22	1985	0.9168875	9	1
304	22	1986	0.9081715	10	1
305	22	1987	0.9186302	11	1
306	22	1988	0.9203740	12	0
307	22	1989	0.9343185	13	0
308	22	1990	0.9900990	14	0
309	23	1977	0.4297307	1	1
310	23	1978	0.4159795	2	1
311	23	1979	0.4262935	3	1
312	23	1980	0.4744223	4	1
313	23	1981	0.5019250	5	1
314	23	1982	0.6153743	6	1
315	23	1983	0.5947459	7	1
316	23	1984	0.6978815	8	1
317	23	1985	0.8010182	9	0
318	23	1986	0.7391355	10	0
319	23	1987	0.7391355	11	0
320	23	1988	0.8182075	12	0
321	23	1989	0.9625961	13	0
322	23	1990	0.9900990	14	0
323	24	1977	0.2024567	1	0
324	24	1978	0.2412845	2	0
325	24	1979	0.2773389	3	1
326	24	1980	0.4797960	4	1
327	24	1981	0.3965933	5	1
328	24	1982	0.4354227	6	1
329	24	1983	0.4687035	7	1
330	24	1984	0.7183072	8	1
331	24	1985	0.7876420	9	1
332	24	1986	0.8181495	10	1
333	24	1987	0.8015086	11	1
334	24	1988	0.8625236	12	1
335	24	1989	0.9096706	13	1
336	24	1990	0.9900990	14	1
337	25	1977	0.2588873	1	0
338	25	1978	0.2885309	2	0
339	25	1979	0.3399134	3	1
340	25	1980	0.3517718	4	1
341	25	1981	0.4584883	5	1
342	25	1982	0.5197522	6	1
343	25	1983	0.5355624	7	1
344	25	1984	0.5849676	8	0
345	25	1985	0.6363507	9	0
346	25	1986	0.7450455	10	0
347	25	1987	0.7687595	11	0
348	25	1988	0.8418809	12	0
349	25	1989	0.8972154	13	0
350	25	1990	0.9900990	14	0
351	26	1977	0.2626791	1	1
352	26	1978	0.3232972	2	1
353	26	1979	0.3232972	3	1
354	26	1980	0.3839159	4	1
355	26	1981	0.3839159	5	1
356	26	1982	0.5253582	6	1
357	26	1983	0.5657716	7	1
358	26	1984	0.5657716	8	1
359	26	1985	0.5657716	9	1
360	26	1986	0.6668006	10	1
361	26	1987	0.6668006	11	0
362	26	1988	0.6668006	12	0
363	26	1989	0.8890684	13	0
364	26	1990	0.9900990	14	0
365	27	1977	0.3667024	1	0
366	27	1978	0.6233965	2	0
367	27	1979	0.6478427	3	1
368	27	1980	0.7089603	4	1
369	27	1981	0.7578540	5	1
370	27	1982	0.7945234	6	1
371	27	1983	0.8067470	7	1
372	27	1984	0.7822999	8	1
373	27	1985	0.7945234	9	1
374	27	1986	0.7945234	10	1
375	27	1987	0.8067470	11	1
376	27	1988	0.8434176	12	1
377	27	1989	0.9045349	13	1
378	27	1990	0.9900990	14	1
379	28	1977	0.3992335	1	0
380	28	1978	0.4152023	2	0
381	28	1979	0.5429563	3	0
382	28	1980	0.6228047	4	0
383	28	1981	0.7505598	5	0
384	28	1982	0.7505598	6	0
385	28	1983	0.7505598	7	0
386	28	1984	0.7505598	8	0
387	28	1985	0.8942833	9	1
388	28	1986	0.8942833	10	1
389	28	1987	0.9102523	11	1
390	28	1988	0.9102523	12	1
391	28	1989	0.9102523	13	1
392	28	1990	0.9900990	14	1
393	29	1977	0.2527914	1	0
394	29	1978	0.2949236	2	0
395	29	1979	0.2949236	3	1
396	29	1980	0.2949236	4	1
397	29	1981	0.2949236	5	1
398	29	1982	0.4634503	6	1
399	29	1983	0.6109126	7	1
400	29	1984	0.6530448	8	1
401	29	1985	0.7583730	9	0
402	29	1986	0.7583730	10	0
403	29	1987	0.7583730	11	0
404	29	1988	0.7583730	12	0
405	29	1989	0.9690331	13	0
406	29	1990	0.9900990	14	0
407	30	1977	0.4200910	1	1
408	30	1978	0.5222328	2	1
409	30	1979	0.5271732	3	1
410	30	1980	0.5387049	4	1
411	30	1981	0.5897761	5	1
412	30	1982	0.6095450	6	1
413	30	1983	0.6095450	7	1
414	30	1984	0.6095450	8	1
415	30	1985	0.6770899	9	1
416	30	1986	0.6770899	10	1
417	30	1987	0.7067435	11	1
418	30	1988	0.8616008	12	1
419	30	1989	0.9653877	13	1
420	30	1990	0.9900990	14	1
421	31	1977	0.3256909	1	0
422	31	1978	0.3973426	2	1
423	31	1979	0.3712869	3	1
424	31	1980	0.5015625	4	1
425	31	1981	0.5406451	5	1
426	31	1982	0.5536749	6	1
427	31	1983	0.7100053	7	1
428	31	1984	0.7100053	8	0
429	31	1985	0.7621150	9	0
430	31	1986	0.7751425	10	0
431	31	1987	0.8337679	11	0
432	31	1988	0.9510161	12	0
433	31	1989	0.9510161	13	0
434	31	1990	0.9900990	14	0
435	32	1977	0.4672918	1	1
436	32	1978	0.5003200	2	1
437	32	1979	0.5242111	3	1
438	32	1980	0.5403744	4	1
439	32	1981	0.6057232	5	1
440	32	1982	0.6549139	6	1
441	32	1983	0.6528046	7	1
442	32	1984	0.6710747	8	1
443	32	1985	0.7406424	9	1
444	32	1986	0.8186414	10	1
445	32	1987	0.8657218	11	1
446	32	1988	0.9521536	12	1
447	32	1989	0.9872882	13	1
448	32	1990	0.9900990	14	1
449	33	1977	0.1924855	1	0
450	33	1978	0.2273738	2	1
451	33	1979	0.2634643	3	1
452	33	1980	0.3067750	4	1
453	33	1981	0.3308352	5	1
454	33	1982	0.3849713	6	1
455	33	1983	0.4318910	7	1
456	33	1984	0.4896365	8	1
457	33	1985	0.5545989	9	1
458	33	1986	0.6231735	10	1
459	33	1987	0.7531010	11	1
460	33	1988	0.8228767	12	1
461	33	1989	0.9106982	13	1
462	33	1990	0.9900990	14	1
463	34	1977	0.2828862	1	1
464	34	1978	0.3359266	2	1
465	34	1979	0.3359266	3	1
466	34	1980	0.3889685	4	1
467	34	1981	0.3889685	5	1
468	34	1982	0.4066480	6	1
469	34	1983	0.4066480	7	1
470	34	1984	0.4243283	8	1
471	34	1985	0.4420096	9	1
472	34	1986	0.5480909	10	1
473	34	1987	0.6188123	11	1
474	34	1988	0.7602554	12	1
475	34	1989	0.9370579	13	1
476	34	1990	0.9900990	14	1
477	35	1977	0.3448849	1	1
478	35	1978	0.5065996	2	1
479	35	1979	0.5726081	3	1
480	35	1980	0.6138607	4	1
481	35	1981	0.7013197	5	1
482	35	1982	0.7656770	6	1
483	35	1983	0.8366335	7	1
484	35	1984	0.8465351	8	1
485	35	1985	0.8993398	9	1
486	35	1986	0.9026401	10	1
487	35	1987	0.8910887	11	1
488	35	1988	0.9207922	12	1
489	35	1989	0.9686470	13	1
490	35	1990	0.9900990	14	1
491	36	1977	0.3976971	1	1
492	36	1978	0.3894107	2	1
493	36	1979	0.4598367	3	1
494	36	1980	0.4929780	4	1
495	36	1981	0.4971200	5	1
496	36	1982	0.5136916	6	1
497	36	1983	0.5219758	7	1
498	36	1984	0.6089736	8	1
499	36	1985	0.6545432	9	1
500	36	1986	0.6628275	10	1
501	36	1987	0.7332530	11	1
502	36	1988	0.9486722	12	1
503	36	1989	0.9486722	13	1
504	36	1990	0.9900990	14	1
505	37	1977	0.2532809	1	1
506	37	1978	0.4835360	2	1
507	37	1979	0.5295879	3	1
508	37	1980	0.6447154	4	1
509	37	1981	0.7291432	5	1
510	37	1982	0.7291432	6	1
511	37	1983	0.7291432	7	1
512	37	1984	0.7751930	8	1
513	37	1985	0.7905444	9	1
514	37	1986	0.8058943	10	1
515	37	1987	0.8058943	11	1
516	37	1988	0.9593984	12	1
517	37	1989	0.9593984	13	1
518	37	1990	0.9900990	14	1
519	38	1977	0.3468193	1	0
520	38	1978	0.4824597	2	0
521	38	1979	0.5027650	3	1
522	38	1980	0.5441894	4	1
523	38	1981	0.6229739	5	1
524	38	1982	0.6806434	6	1
525	38	1983	0.7050099	7	1
526	38	1984	0.7643017	8	1
527	38	1985	0.8179083	9	1
528	38	1986	0.8455230	10	1
529	38	1987	0.9072525	11	1
530	38	1988	0.9429901	12	1
531	38	1989	0.9519244	13	1
532	38	1990	0.9900990	14	1
533	39	1977	0.7901749	1	1
534	39	1978	0.6854538	2	1
535	39	1979	0.7235341	3	1
536	39	1980	0.7235341	4	1
537	39	1981	0.7235341	5	1
538	39	1982	0.7711348	6	1
539	39	1983	0.7711348	7	1
540	39	1984	0.7711348	8	1
541	39	1985	0.8092154	9	1
542	39	1986	0.8568169	10	1
543	39	1987	0.9805788	11	1
544	39	1988	0.9805788	12	1
545	39	1989	0.9805788	13	1
546	39	1990	0.9900990	14	1
547	40	1977	0.1368716	1	1
548	40	1978	0.1830887	2	1
549	40	1979	0.2257494	3	1
550	40	1980	0.2506347	4	1
551	40	1981	0.3235160	5	1
552	40	1982	0.3750646	6	1
553	40	1983	0.4301694	7	1
554	40	1984	0.5101586	8	1
555	40	1985	0.5723731	9	1
556	40	1986	0.5990360	10	1
557	40	1987	0.6594738	11	1
558	40	1988	0.7892349	12	1
559	40	1989	0.9243295	13	1
560	40	1990	0.9900990	14	1
561	41	1977	0.3960407	1	1
562	41	1978	0.4158411	2	1
563	41	1979	0.4356440	3	1
564	41	1980	0.4554460	4	1
565	41	1981	0.4554460	5	1
566	41	1982	0.5346543	6	1
567	41	1983	0.5940588	7	1
568	41	1984	0.6138607	8	1
569	41	1985	0.6930697	9	1
570	41	1986	0.6930697	10	1
571	41	1987	0.6930697	11	1
572	41	1988	0.9306928	12	1
573	41	1989	0.9702972	13	0
574	41	1990	0.9900990	14	0
575	42	1977	0.2222988	1	0
576	42	1978	0.2554069	2	0
577	42	1979	0.3121644	3	0
578	42	1980	0.3421202	4	0
579	42	1981	0.4241036	5	0
580	42	1982	0.5218511	6	0
581	42	1983	0.5423483	7	0
582	42	1984	0.5723021	8	0
583	42	1985	0.6054103	9	0
584	42	1986	0.6858180	10	0
585	42	1987	0.8923507	11	0
586	42	1988	0.9333416	12	0
587	42	1989	0.9664502	13	0
588	42	1990	0.9900990	14	0
589	43	1977	0.2115429	1	1
590	43	1978	0.3221454	2	1
591	43	1979	0.3704423	3	1
592	43	1980	0.3897603	4	1
593	43	1981	0.4395078	5	1
594	43	1982	0.4921506	6	1
595	43	1983	0.5336864	7	1
596	43	1984	0.5723266	8	1
597	43	1985	0.6003371	9	1
598	43	1986	0.6346296	10	0
599	43	1987	0.8007726	11	0
600	43	1988	0.9195849	12	0
601	43	1989	0.9814055	13	0
602	43	1990	0.9900990	14	0
603	44	1977	0.2790276	1	0
604	44	1978	0.3150315	2	0
605	44	1979	0.3330328	3	1
606	44	1980	0.3690371	4	1
607	44	1981	0.4680461	5	1
608	44	1982	0.6930697	6	1
609	44	1983	0.9720972	7	1
610	44	1984	0.9360938	8	1
611	44	1985	0.8730877	9	1
612	44	1986	0.8460851	10	0
613	44	1987	0.9810981	11	0
614	44	1988	0.9540955	12	0
615	44	1989	0.9810981	13	0
616	44	1990	0.9900990	14	0
617	45	1977	0.5940588	1	0
618	45	1978	0.6600664	2	0
619	45	1979	0.7260732	3	1
620	45	1980	0.7260732	4	1
621	45	1981	0.7260732	5	1
622	45	1982	0.7260732	6	1
623	45	1983	0.7260732	7	1
624	45	1984	0.7260732	8	1
625	45	1985	0.7260732	9	1
626	45	1986	0.9240927	10	1
627	45	1987	0.9240927	11	1
628	45	1988	0.9240927	12	1
629	45	1989	0.9240927	13	1
630	45	1990	0.9900990	14	1
631	46	1977	0.2995126	1	1
632	46	1978	0.3879708	2	1
633	46	1979	0.4050396	3	1
634	46	1980	0.4640123	4	1
635	46	1981	0.6362697	5	1
636	46	1982	0.6781712	6	1
637	46	1983	0.7045542	7	1
638	46	1984	0.7821466	8	1
639	46	1985	0.8224959	9	1
640	46	1986	0.8814674	10	1
641	46	1987	0.9295757	11	1
642	46	1988	0.9528539	12	1
643	46	1989	0.9885472	13	1
644	46	1990	0.9900990	14	1
645	47	1977	0.2081752	1	1
646	47	1978	0.2691046	2	1
647	47	1979	0.3351106	3	1
648	47	1980	0.3351106	4	1
649	47	1981	0.4468145	5	1
650	47	1982	0.4823548	6	1
651	47	1983	0.5788270	7	1
652	47	1984	0.5788270	8	1
653	47	1985	0.5686732	9	1
654	47	1986	0.5686732	10	1
655	47	1987	0.6651433	11	1
656	47	1988	0.8479304	12	1
657	47	1989	0.9850215	13	1
658	47	1990	0.9900990	14	1
659	48	1977	0.1219685	1	1
660	48	1978	0.3874295	2	1
661	48	1979	0.4591761	3	1
662	48	1980	0.4950502	4	1
663	48	1981	0.5883189	5	1
664	48	1982	0.6241921	6	1
665	48	1983	0.6241921	7	1
666	48	1984	0.6600664	8	1
667	48	1985	0.6959382	9	1
668	48	1986	0.8824792	10	1
669	48	1987	0.9327017	11	1
670	48	1988	0.9829244	12	1
671	48	1989	0.9829244	13	1
672	48	1990	0.9900990	14	1
673	49	1977	0.4729764	1	1
674	49	1978	0.4509062	2	1
675	49	1979	0.4950502	3	1
676	49	1980	0.5675716	4	1
677	49	1981	0.5045099	5	1
678	49	1982	0.5234278	6	1
679	49	1983	0.5360399	7	1
680	49	1984	0.5265824	8	1
681	49	1985	0.5265824	9	1
682	49	1986	0.5927970	10	0
683	49	1987	0.6054103	11	0
684	49	1988	0.7126194	12	0
685	49	1989	0.8418995	13	0
686	49	1990	0.9900990	14	0
687	50	1977	0.1237628	1	0
688	50	1978	0.1237628	2	0
689	50	1979	0.2475243	3	0
690	50	1980	0.4950502	4	0
691	50	1981	0.6188123	5	0
692	50	1982	0.6188123	6	0
693	50	1983	0.7425740	7	0
694	50	1984	0.8663367	8	0
695	50	1985	0.8663367	9	0
696	50	1986	0.8663367	10	0
697	50	1987	0.8663367	11	0
698	50	1988	0.8663367	12	0
699	50	1989	0.8663367	13	0
700	50	1990	0.9900990	14	0

Đọc dữ liệu từ file Excel

tmp <- read.xlsx(file.choose(), sheetIndex = 1, header = T)

Chức năng: đọc dữ liệu từ một tệp Excel và lưu trữ dữ liệu đó trong một đối tượng dữ liệu khung (data frame) có tên là tmp.

knitr::kable(tmp)

Chức năng: chuyển đổi một đối tượng dữ liệu khung (data frame) thành một bảng định dạng đẹp, phù hợp để in trong tài liệu R Markdown.

NA.	state	time	diffusion	trend	regulation
1	1	1977	0.1370903	1	1
2	1	1978	0.2828862	2	1
3	1	1979	0.3829844	3	1
4	1	1980	0.4852568	4	1
5	1	1981	0.5374821	5	1
6	1	1982	0.5897084	6	1
7	1	1983	0.6049396	7	1
8	1	1984	0.6549885	8	1
9	1	1985	0.7028612	9	1
10	1	1986	0.8247201	10	1
11	1	1987	0.8769447	11	1
12	1	1988	0.9378739	12	1
13	1	1989	0.9879230	13	1
14	1	1990	0.9900990	14	1
15	2	1977	0.2475243	1	1
16	2	1978	0.5569296	2	1
17	2	1979	0.5569296	3	1
18	2	1980	0.5569296	4	1
19	2	1981	0.5569296	5	1
20	2	1982	0.5569296	6	1
21	2	1983	0.5569296	7	1
22	2	1984	0.5569296	8	1
23	2	1985	0.5569296	9	1
24	2	1986	0.7425740	10	1
25	2	1987	0.7425740	11	1
26	2	1988	0.7425740	12	1
27	2	1989	0.9282178	13	1
28	2	1990	0.9900990	14	1
29	3	1977	0.1802788	1	1
30	3	1978	0.2146164	2	1
31	3	1979	0.2604020	3	1
32	3	1980	0.3233563	4	1
33	3	1981	0.3634179	5	1
34	3	1982	0.4778794	6	1
35	3	1983	0.5208030	7	1
36	3	1984	0.5751733	8	1
37	3	1985	0.6295438	9	0
38	3	1986	0.6781887	10	0
39	3	1987	0.7754822	11	0
40	3	1988	0.8498825	12	0
41	3	1989	0.9013904	13	0
42	3	1990	0.9900990	14	0
43	4	1977	0.1721907	1	1
44	4	1978	0.1951496	2	1
45	4	1979	0.2468079	3	1
46	4	1980	0.3271640	4	1
47	4	1981	0.3185529	5	1
48	4	1982	0.3960407	6	1
49	4	1983	0.4017785	7	1
50	4	1984	0.4218679	8	1
51	4	1985	0.4907436	9	1
52	4	1986	0.5079643	10	0
53	4	1987	0.5538825	11	0
54	4	1988	0.7748600	12	0
55	4	1989	0.8466066	13	0
56	4	1990	0.9900990	14	0
57	5	1977	0.3583438	1	1
58	5	1978	0.4145906	2	1
59	5	1979	0.4645048	3	1
60	5	1980	0.4857364	4	1
61	5	1981	0.5457095	5	1
62	5	1982	0.6146213	6	1
63	5	1983	0.6656532	7	1
64	5	1984	0.6872577	8	1
65	5	1985	0.7163139	9	1
66	5	1986	0.8023600	10	1
67	5	1987	0.8556277	11	0
68	5	1988	0.9342245	12	0
69	5	1989	0.9461445	13	0
70	5	1990	0.9900990	14	0
71	6	1977	0.3893108	1	1
72	6	1978	0.4325683	2	1
73	6	1979	0.6055942	3	1
74	6	1980	0.7017196	4	1
75	6	1981	0.7449771	5	1
76	6	1982	0.7738151	6	1
77	6	1983	0.7786213	7	1
78	6	1984	0.7497839	8	1
79	6	1985	0.7545892	9	1
80	6	1986	0.7738151	10	1
81	6	1987	0.7353639	11	0
82	6	1988	0.8843608	12	0
83	6	1989	0.9083922	13	0
84	6	1990	0.9900990	14	0
85	7	1977	0.6315216	1	1
86	7	1978	0.7064491	2	1
87	7	1979	0.7653198	3	1
88	7	1980	0.7813755	4	1
89	7	1981	0.8027830	5	1
90	7	1982	0.8616533	6	1
91	7	1983	0.9151723	7	1
92	7	1984	0.8777099	8	1
93	7	1985	0.9686916	9	1
94	7	1986	0.9686916	10	1
95	7	1987	0.9847472	11	1
96	7	1988	0.9847472	12	1
97	7	1989	0.9847472	13	1
98	7	1990	0.9900990	14	1
99	8	1977	0.0675070	1	0
100	8	1978	0.1462651	2	1
101	8	1979	0.1462651	3	1
102	8	1980	0.2081456	4	1
103	8	1981	0.2531504	5	1
104	8	1982	0.2531504	6	1
105	8	1983	0.2756525	7	1
106	8	1984	0.2756525	8	1
107	8	1985	0.2756525	9	1
108	8	1986	0.3094055	10	1
109	8	1987	0.8944647	11	1
110	8	1988	0.8944647	12	1
111	8	1989	0.8944647	13	1
112	8	1990	0.9900990	14	1
113	9	1977	0.1828540	1	1
114	9	1978	0.2619109	2	1
115	9	1979	0.3156922	3	1
116	9	1980	0.3538748	4	1
117	9	1981	0.4297062	5	1
118	9	1982	0.5179073	6	1
119	9	1983	0.5243607	7	1
120	9	1984	0.5663096	8	1
121	9	1985	0.6561220	9	1
122	9	1986	0.7217342	10	1
123	9	1987	0.7566923	11	0
124	9	1988	0.7798170	12	0
125	9	1989	0.9013611	13	0
126	9	1990	0.9900990	14	0
127	10	1977	0.1619636	1	1
128	10	1978	0.2313774	2	1
129	10	1979	0.3258556	3	1
130	10	1980	0.3663471	4	1
131	10	1981	0.4193700	5	1
132	10	1982	0.4974600	6	1
133	10	1983	0.5196324	7	1
134	10	1984	0.5794047	8	1
135	10	1985	0.6227883	9	1
136	10	1986	0.7375126	10	1
137	10	1987	0.8021061	11	1
138	10	1988	0.8098183	12	1
139	10	1989	0.9274343	13	0
140	10	1990	0.9900990	14	0
141	11	1977	0.4569692	1	1
142	11	1978	0.3427259	2	1
143	11	1979	0.5559793	3	1
144	11	1980	0.5559793	4	1
145	11	1981	0.6169069	5	1
146	11	1982	0.7083017	6	1
147	11	1983	0.7083017	7	1
148	11	1984	0.6702199	8	1
149	11	1985	0.7159174	9	1
150	11	1986	0.7159174	10	1
151	11	1987	0.7159174	11	1
152	11	1988	0.8301598	12	1
153	11	1989	0.9824828	13	1
154	11	1990	0.9900990	14	1
155	12	1977	0.0694809	1	0
156	12	1978	0.1389618	2	0
157	12	1979	0.1389618	3	0
158	12	1980	0.1737012	4	0
159	12	1981	0.1737012	5	0
160	12	1982	0.1737012	6	0
161	12	1983	0.1737012	7	0
162	12	1984	0.1737012	8	0
163	12	1985	0.2952918	9	0
164	12	1986	0.3126627	10	0
165	12	1987	0.5211050	11	0
166	12	1988	0.8337679	12	0
167	12	1989	0.8858779	13	0
168	12	1990	0.9900990	14	0
169	13	1977	0.4096651	1	1
170	13	1978	0.5319091	2	1
171	13	1979	0.5281776	3	1
172	13	1980	0.6326936	4	1
173	13	1981	0.6765518	5	1
174	13	1982	0.7512070	6	1
175	13	1983	0.7577384	7	1
176	13	1984	0.8099969	8	1
177	13	1985	0.8351919	9	1
178	13	1986	0.8725193	10	1
179	13	1987	0.8641201	11	1
180	13	1988	0.9378413	12	1
181	13	1989	0.9723688	13	1
182	13	1990	0.9900990	14	1
183	14	1977	0.3204031	1	0
184	14	1978	0.3440404	2	0
185	14	1979	0.3597982	3	0
186	14	1980	0.3755546	4	1
187	14	1981	0.5147457	5	1
188	14	1982	0.6329283	6	1
189	14	1983	0.5278786	7	1
190	14	1984	0.5882825	8	1
191	14	1985	0.6539370	9	1
192	14	1986	0.6801998	10	0
193	14	1987	0.7458576	11	0
194	14	1988	0.8929276	12	0
195	14	1989	0.9165638	13	0
196	14	1990	0.9900990	14	0
197	15	1977	0.3021733	1	1
198	15	1978	0.4886195	2	1
199	15	1979	0.4886195	3	1
200	15	1980	0.5786295	4	1
201	15	1981	0.6622081	5	1
202	15	1982	0.6943552	6	1
203	15	1983	0.7200722	7	1
204	15	1984	0.7393591	8	1
205	15	1985	0.7136423	9	1
206	15	1986	0.7843638	10	1
207	15	1987	0.9579530	11	1
208	15	1988	0.9579530	12	1
209	15	1989	0.9836697	13	1
210	15	1990	0.9900990	14	1
211	16	1977	0.1219331	1	1
212	16	1978	0.3170267	2	1
213	16	1979	0.3267811	3	1
214	16	1980	0.3267811	4	1
215	16	1981	0.3414138	5	1
216	16	1982	0.3706778	6	1
217	16	1983	0.4048179	7	1
218	16	1984	0.4584684	8	1
219	16	1985	0.4926105	9	1
220	16	1986	0.5462623	10	0
221	16	1987	0.6779485	11	0
222	16	1988	0.7316009	12	0
223	16	1989	0.8925522	13	0
224	16	1990	0.9900990	14	0
225	17	1977	0.2605523	1	1
226	17	1978	0.4212266	2	1
227	17	1979	0.5254480	3	1
228	17	1980	0.4907061	4	1
229	17	1981	0.5688719	5	1
230	17	1982	0.6036125	6	1
231	17	1983	0.6253267	7	1
232	17	1984	0.6817791	8	1
233	17	1985	0.7034915	9	1
234	17	1986	0.8294253	10	1
235	17	1987	0.6991493	11	1
236	17	1988	0.9032483	12	1
237	17	1989	0.9119331	13	1
238	17	1990	0.9900990	14	1
239	18	1977	0.2155229	1	0
240	18	1978	0.2560159	2	0
241	18	1979	0.2952002	3	0
242	18	1980	0.3082635	4	1
243	18	1981	0.3696543	5	1
244	18	1982	0.4284323	6	1
245	18	1983	0.4754572	7	1
246	18	1984	0.5603592	8	1
247	18	1985	0.5982383	9	1
248	18	1986	0.6517930	10	1
249	18	1987	0.7157974	11	0
250	18	1988	0.8346613	12	0
251	18	1989	0.9182580	13	0
252	18	1990	0.9900990	14	0
253	19	1977	0.4779793	1	0
254	19	1978	0.7340385	2	1
255	19	1979	0.7340385	3	1
256	19	1980	0.7340385	4	1
257	19	1981	0.7340385	5	1
258	19	1982	0.7340385	6	1
259	19	1983	0.7340385	7	1
260	19	1984	0.7852504	8	1
261	19	1985	0.7852504	9	1
262	19	1986	0.9559576	10	1
263	19	1987	0.9559576	11	1
264	19	1988	0.9559576	12	1
265	19	1989	0.9559576	13	1
266	19	1990	0.9900990	14	1
267	20	1977	0.2916425	1	1
268	20	1978	0.2712085	2	1
269	20	1979	0.3046461	3	1
270	20	1980	0.3325088	4	1
271	20	1981	0.4012403	5	1
272	20	1982	0.4996925	6	1
273	20	1983	0.5442762	7	1
274	20	1984	0.6260106	8	1
275	20	1985	0.6928825	9	0
276	20	1986	0.7188895	10	0
277	20	1987	0.7709018	11	0
278	20	1988	0.9585200	12	0
279	20	1989	0.9882414	13	0
280	20	1990	0.9900990	14	0
281	21	1977	0.4164242	1	1
282	21	1978	0.5037849	2	1
283	21	1979	0.4863134	3	1
284	21	1980	0.5037849	4	1
285	21	1981	0.6290049	5	1
286	21	1982	0.7367511	6	1
287	21	1983	0.7746070	7	1
288	21	1984	0.7833438	8	1
289	21	1985	0.8765286	9	1
290	21	1986	0.9347699	10	1
291	21	1987	0.9114735	11	1
292	21	1988	0.9405942	12	0
293	21	1989	0.9638904	13	0
294	21	1990	0.9900990	14	0
295	22	1977	0.4776175	1	1
296	22	1978	0.6118392	2	1
297	22	1979	0.6240419	3	1
298	22	1980	0.8523912	4	1
299	22	1981	0.8628505	5	1
300	22	1982	0.8593643	6	1
301	22	1983	0.8959702	7	1
302	22	1984	0.9134013	8	1
303	22	1985	0.9168875	9	1
304	22	1986	0.9081715	10	1
305	22	1987	0.9186302	11	1
306	22	1988	0.9203740	12	0
307	22	1989	0.9343185	13	0
308	22	1990	0.9900990	14	0
309	23	1977	0.4297307	1	1
310	23	1978	0.4159795	2	1
311	23	1979	0.4262935	3	1
312	23	1980	0.4744223	4	1
313	23	1981	0.5019250	5	1
314	23	1982	0.6153743	6	1
315	23	1983	0.5947459	7	1
316	23	1984	0.6978815	8	1
317	23	1985	0.8010182	9	0
318	23	1986	0.7391355	10	0
319	23	1987	0.7391355	11	0
320	23	1988	0.8182075	12	0
321	23	1989	0.9625961	13	0
322	23	1990	0.9900990	14	0
323	24	1977	0.2024567	1	0
324	24	1978	0.2412845	2	0
325	24	1979	0.2773389	3	1
326	24	1980	0.4797960	4	1
327	24	1981	0.3965933	5	1
328	24	1982	0.4354227	6	1
329	24	1983	0.4687035	7	1
330	24	1984	0.7183072	8	1
331	24	1985	0.7876420	9	1
332	24	1986	0.8181495	10	1
333	24	1987	0.8015086	11	1
334	24	1988	0.8625236	12	1
335	24	1989	0.9096706	13	1
336	24	1990	0.9900990	14	1
337	25	1977	0.2588873	1	0
338	25	1978	0.2885309	2	0
339	25	1979	0.3399134	3	1
340	25	1980	0.3517718	4	1
341	25	1981	0.4584883	5	1
342	25	1982	0.5197522	6	1
343	25	1983	0.5355624	7	1
344	25	1984	0.5849676	8	0
345	25	1985	0.6363507	9	0
346	25	1986	0.7450455	10	0
347	25	1987	0.7687595	11	0
348	25	1988	0.8418809	12	0
349	25	1989	0.8972154	13	0
350	25	1990	0.9900990	14	0
351	26	1977	0.2626791	1	1
352	26	1978	0.3232972	2	1
353	26	1979	0.3232972	3	1
354	26	1980	0.3839159	4	1
355	26	1981	0.3839159	5	1
356	26	1982	0.5253582	6	1
357	26	1983	0.5657716	7	1
358	26	1984	0.5657716	8	1
359	26	1985	0.5657716	9	1
360	26	1986	0.6668006	10	1
361	26	1987	0.6668006	11	0
362	26	1988	0.6668006	12	0
363	26	1989	0.8890684	13	0
364	26	1990	0.9900990	14	0
365	27	1977	0.3667024	1	0
366	27	1978	0.6233965	2	0
367	27	1979	0.6478427	3	1
368	27	1980	0.7089603	4	1
369	27	1981	0.7578540	5	1
370	27	1982	0.7945234	6	1
371	27	1983	0.8067470	7	1
372	27	1984	0.7822999	8	1
373	27	1985	0.7945234	9	1
374	27	1986	0.7945234	10	1
375	27	1987	0.8067470	11	1
376	27	1988	0.8434176	12	1
377	27	1989	0.9045349	13	1
378	27	1990	0.9900990	14	1
379	28	1977	0.3992335	1	0
380	28	1978	0.4152023	2	0
381	28	1979	0.5429563	3	0
382	28	1980	0.6228047	4	0
383	28	1981	0.7505598	5	0
384	28	1982	0.7505598	6	0
385	28	1983	0.7505598	7	0
386	28	1984	0.7505598	8	0
387	28	1985	0.8942833	9	1
388	28	1986	0.8942833	10	1
389	28	1987	0.9102523	11	1
390	28	1988	0.9102523	12	1
391	28	1989	0.9102523	13	1
392	28	1990	0.9900990	14	1
393	29	1977	0.2527914	1	0
394	29	1978	0.2949236	2	0
395	29	1979	0.2949236	3	1
396	29	1980	0.2949236	4	1
397	29	1981	0.2949236	5	1
398	29	1982	0.4634503	6	1
399	29	1983	0.6109126	7	1
400	29	1984	0.6530448	8	1
401	29	1985	0.7583730	9	0
402	29	1986	0.7583730	10	0
403	29	1987	0.7583730	11	0
404	29	1988	0.7583730	12	0
405	29	1989	0.9690331	13	0
406	29	1990	0.9900990	14	0
407	30	1977	0.4200910	1	1
408	30	1978	0.5222328	2	1
409	30	1979	0.5271732	3	1
410	30	1980	0.5387049	4	1
411	30	1981	0.5897761	5	1
412	30	1982	0.6095450	6	1
413	30	1983	0.6095450	7	1
414	30	1984	0.6095450	8	1
415	30	1985	0.6770899	9	1
416	30	1986	0.6770899	10	1
417	30	1987	0.7067435	11	1
418	30	1988	0.8616008	12	1
419	30	1989	0.9653877	13	1
420	30	1990	0.9900990	14	1
421	31	1977	0.3256909	1	0
422	31	1978	0.3973426	2	1
423	31	1979	0.3712869	3	1
424	31	1980	0.5015625	4	1
425	31	1981	0.5406451	5	1
426	31	1982	0.5536749	6	1
427	31	1983	0.7100053	7	1
428	31	1984	0.7100053	8	0
429	31	1985	0.7621150	9	0
430	31	1986	0.7751425	10	0
431	31	1987	0.8337679	11	0
432	31	1988	0.9510161	12	0
433	31	1989	0.9510161	13	0
434	31	1990	0.9900990	14	0
435	32	1977	0.4672918	1	1
436	32	1978	0.5003200	2	1
437	32	1979	0.5242111	3	1
438	32	1980	0.5403744	4	1
439	32	1981	0.6057232	5	1
440	32	1982	0.6549139	6	1
441	32	1983	0.6528046	7	1
442	32	1984	0.6710747	8	1
443	32	1985	0.7406424	9	1
444	32	1986	0.8186414	10	1
445	32	1987	0.8657218	11	1
446	32	1988	0.9521536	12	1
447	32	1989	0.9872882	13	1
448	32	1990	0.9900990	14	1
449	33	1977	0.1924855	1	0
450	33	1978	0.2273738	2	1
451	33	1979	0.2634643	3	1
452	33	1980	0.3067750	4	1
453	33	1981	0.3308352	5	1
454	33	1982	0.3849713	6	1
455	33	1983	0.4318910	7	1
456	33	1984	0.4896365	8	1
457	33	1985	0.5545989	9	1
458	33	1986	0.6231735	10	1
459	33	1987	0.7531010	11	1
460	33	1988	0.8228767	12	1
461	33	1989	0.9106982	13	1
462	33	1990	0.9900990	14	1
463	34	1977	0.2828862	1	1
464	34	1978	0.3359266	2	1
465	34	1979	0.3359266	3	1
466	34	1980	0.3889685	4	1
467	34	1981	0.3889685	5	1
468	34	1982	0.4066480	6	1
469	34	1983	0.4066480	7	1
470	34	1984	0.4243283	8	1
471	34	1985	0.4420096	9	1
472	34	1986	0.5480909	10	1
473	34	1987	0.6188123	11	1
474	34	1988	0.7602554	12	1
475	34	1989	0.9370579	13	1
476	34	1990	0.9900990	14	1
477	35	1977	0.3448849	1	1
478	35	1978	0.5065996	2	1
479	35	1979	0.5726081	3	1
480	35	1980	0.6138607	4	1
481	35	1981	0.7013197	5	1
482	35	1982	0.7656770	6	1
483	35	1983	0.8366335	7	1
484	35	1984	0.8465351	8	1
485	35	1985	0.8993398	9	1
486	35	1986	0.9026401	10	1
487	35	1987	0.8910887	11	1
488	35	1988	0.9207922	12	1
489	35	1989	0.9686470	13	1
490	35	1990	0.9900990	14	1
491	36	1977	0.3976971	1	1
492	36	1978	0.3894107	2	1
493	36	1979	0.4598367	3	1
494	36	1980	0.4929780	4	1
495	36	1981	0.4971200	5	1
496	36	1982	0.5136916	6	1
497	36	1983	0.5219758	7	1
498	36	1984	0.6089736	8	1
499	36	1985	0.6545432	9	1
500	36	1986	0.6628275	10	1
501	36	1987	0.7332530	11	1
502	36	1988	0.9486722	12	1
503	36	1989	0.9486722	13	1
504	36	1990	0.9900990	14	1
505	37	1977	0.2532809	1	1
506	37	1978	0.4835360	2	1
507	37	1979	0.5295879	3	1
508	37	1980	0.6447154	4	1
509	37	1981	0.7291432	5	1
510	37	1982	0.7291432	6	1
511	37	1983	0.7291432	7	1
512	37	1984	0.7751930	8	1
513	37	1985	0.7905444	9	1
514	37	1986	0.8058943	10	1
515	37	1987	0.8058943	11	1
516	37	1988	0.9593984	12	1
517	37	1989	0.9593984	13	1
518	37	1990	0.9900990	14	1
519	38	1977	0.3468193	1	0
520	38	1978	0.4824597	2	0
521	38	1979	0.5027650	3	1
522	38	1980	0.5441894	4	1
523	38	1981	0.6229739	5	1
524	38	1982	0.6806434	6	1
525	38	1983	0.7050099	7	1
526	38	1984	0.7643017	8	1
527	38	1985	0.8179083	9	1
528	38	1986	0.8455230	10	1
529	38	1987	0.9072525	11	1
530	38	1988	0.9429901	12	1
531	38	1989	0.9519244	13	1
532	38	1990	0.9900990	14	1
533	39	1977	0.7901749	1	1
534	39	1978	0.6854538	2	1
535	39	1979	0.7235341	3	1
536	39	1980	0.7235341	4	1
537	39	1981	0.7235341	5	1
538	39	1982	0.7711348	6	1
539	39	1983	0.7711348	7	1
540	39	1984	0.7711348	8	1
541	39	1985	0.8092154	9	1
542	39	1986	0.8568169	10	1
543	39	1987	0.9805788	11	1
544	39	1988	0.9805788	12	1
545	39	1989	0.9805788	13	1
546	39	1990	0.9900990	14	1
547	40	1977	0.1368716	1	1
548	40	1978	0.1830887	2	1
549	40	1979	0.2257494	3	1
550	40	1980	0.2506347	4	1
551	40	1981	0.3235160	5	1
552	40	1982	0.3750646	6	1
553	40	1983	0.4301694	7	1
554	40	1984	0.5101586	8	1
555	40	1985	0.5723731	9	1
556	40	1986	0.5990360	10	1
557	40	1987	0.6594738	11	1
558	40	1988	0.7892349	12	1
559	40	1989	0.9243295	13	1
560	40	1990	0.9900990	14	1
561	41	1977	0.3960407	1	1
562	41	1978	0.4158411	2	1
563	41	1979	0.4356440	3	1
564	41	1980	0.4554460	4	1
565	41	1981	0.4554460	5	1
566	41	1982	0.5346543	6	1
567	41	1983	0.5940588	7	1
568	41	1984	0.6138607	8	1
569	41	1985	0.6930697	9	1
570	41	1986	0.6930697	10	1
571	41	1987	0.6930697	11	1
572	41	1988	0.9306928	12	1
573	41	1989	0.9702972	13	0
574	41	1990	0.9900990	14	0
575	42	1977	0.2222988	1	0
576	42	1978	0.2554069	2	0
577	42	1979	0.3121644	3	0
578	42	1980	0.3421202	4	0
579	42	1981	0.4241036	5	0
580	42	1982	0.5218511	6	0
581	42	1983	0.5423483	7	0
582	42	1984	0.5723021	8	0
583	42	1985	0.6054103	9	0
584	42	1986	0.6858180	10	0
585	42	1987	0.8923507	11	0
586	42	1988	0.9333416	12	0
587	42	1989	0.9664502	13	0
588	42	1990	0.9900990	14	0
589	43	1977	0.2115429	1	1
590	43	1978	0.3221454	2	1
591	43	1979	0.3704423	3	1
592	43	1980	0.3897603	4	1
593	43	1981	0.4395078	5	1
594	43	1982	0.4921506	6	1
595	43	1983	0.5336864	7	1
596	43	1984	0.5723266	8	1
597	43	1985	0.6003371	9	1
598	43	1986	0.6346296	10	0
599	43	1987	0.8007726	11	0
600	43	1988	0.9195849	12	0
601	43	1989	0.9814055	13	0
602	43	1990	0.9900990	14	0
603	44	1977	0.2790276	1	0
604	44	1978	0.3150315	2	0
605	44	1979	0.3330328	3	1
606	44	1980	0.3690371	4	1
607	44	1981	0.4680461	5	1
608	44	1982	0.6930697	6	1
609	44	1983	0.9720972	7	1
610	44	1984	0.9360938	8	1
611	44	1985	0.8730877	9	1
612	44	1986	0.8460851	10	0
613	44	1987	0.9810981	11	0
614	44	1988	0.9540955	12	0
615	44	1989	0.9810981	13	0
616	44	1990	0.9900990	14	0
617	45	1977	0.5940588	1	0
618	45	1978	0.6600664	2	0
619	45	1979	0.7260732	3	1
620	45	1980	0.7260732	4	1
621	45	1981	0.7260732	5	1
622	45	1982	0.7260732	6	1
623	45	1983	0.7260732	7	1
624	45	1984	0.7260732	8	1
625	45	1985	0.7260732	9	1
626	45	1986	0.9240927	10	1
627	45	1987	0.9240927	11	1
628	45	1988	0.9240927	12	1
629	45	1989	0.9240927	13	1
630	45	1990	0.9900990	14	1
631	46	1977	0.2995126	1	1
632	46	1978	0.3879708	2	1
633	46	1979	0.4050396	3	1
634	46	1980	0.4640123	4	1
635	46	1981	0.6362697	5	1
636	46	1982	0.6781712	6	1
637	46	1983	0.7045542	7	1
638	46	1984	0.7821466	8	1
639	46	1985	0.8224959	9	1
640	46	1986	0.8814674	10	1
641	46	1987	0.9295757	11	1
642	46	1988	0.9528539	12	1
643	46	1989	0.9885472	13	1
644	46	1990	0.9900990	14	1
645	47	1977	0.2081752	1	1
646	47	1978	0.2691046	2	1
647	47	1979	0.3351106	3	1
648	47	1980	0.3351106	4	1
649	47	1981	0.4468145	5	1
650	47	1982	0.4823548	6	1
651	47	1983	0.5788270	7	1
652	47	1984	0.5788270	8	1
653	47	1985	0.5686732	9	1
654	47	1986	0.5686732	10	1
655	47	1987	0.6651433	11	1
656	47	1988	0.8479304	12	1
657	47	1989	0.9850215	13	1
658	47	1990	0.9900990	14	1
659	48	1977	0.1219685	1	1
660	48	1978	0.3874295	2	1
661	48	1979	0.4591761	3	1
662	48	1980	0.4950502	4	1
663	48	1981	0.5883189	5	1
664	48	1982	0.6241921	6	1
665	48	1983	0.6241921	7	1
666	48	1984	0.6600664	8	1
667	48	1985	0.6959382	9	1
668	48	1986	0.8824792	10	1
669	48	1987	0.9327017	11	1
670	48	1988	0.9829244	12	1
671	48	1989	0.9829244	13	1
672	48	1990	0.9900990	14	1
673	49	1977	0.4729764	1	1
674	49	1978	0.4509062	2	1
675	49	1979	0.4950502	3	1
676	49	1980	0.5675716	4	1
677	49	1981	0.5045099	5	1
678	49	1982	0.5234278	6	1
679	49	1983	0.5360399	7	1
680	49	1984	0.5265824	8	1
681	49	1985	0.5265824	9	1
682	49	1986	0.5927970	10	0
683	49	1987	0.6054103	11	0
684	49	1988	0.7126194	12	0
685	49	1989	0.8418995	13	0
686	49	1990	0.9900990	14	0
687	50	1977	0.1237628	1	0
688	50	1978	0.1237628	2	0
689	50	1979	0.2475243	3	0
690	50	1980	0.4950502	4	0
691	50	1981	0.6188123	5	0
692	50	1982	0.6188123	6	0
693	50	1983	0.7425740	7	0
694	50	1984	0.8663367	8	0
695	50	1985	0.8663367	9	0
696	50	1986	0.8663367	10	0
697	50	1987	0.8663367	11	0
698	50	1988	0.8663367	12	0
699	50	1989	0.8663367	13	0
700	50	1990	0.9900990	14	0

Sử dụng dữ liệu có sẵn trong R

Load package và load datasets

Datasets

data(package = ‘datasets’)

Chứa nhiều bộ dữ liệu mẫu có thể sử dụng để thực hành phân tích thống kê, trực quan hóa dữ liệu và nhiều thao tác khác.
Chức năng: tải tất cả bộ dữ liệu có sẵn trong gói datasets vào bộ nhớ.

data(iris)

Chức năng: cho phép truy cập các tập dữ liệu có sẵn mà không cần phải tải chúng.

##     Sepal.Length Sepal.Width Petal.Length Petal.Width    Species
## 1            5.1         3.5          1.4         0.2     setosa
## 2            4.9         3.0          1.4         0.2     setosa
## 3            4.7         3.2          1.3         0.2     setosa
## 4            4.6         3.1          1.5         0.2     setosa
## 5            5.0         3.6          1.4         0.2     setosa
## 6            5.4         3.9          1.7         0.4     setosa
## 7            4.6         3.4          1.4         0.3     setosa
## 8            5.0         3.4          1.5         0.2     setosa
## 9            4.4         2.9          1.4         0.2     setosa
## 10           4.9         3.1          1.5         0.1     setosa
## 11           5.4         3.7          1.5         0.2     setosa
## 12           4.8         3.4          1.6         0.2     setosa
## 13           4.8         3.0          1.4         0.1     setosa
## 14           4.3         3.0          1.1         0.1     setosa
## 15           5.8         4.0          1.2         0.2     setosa
## 16           5.7         4.4          1.5         0.4     setosa
## 17           5.4         3.9          1.3         0.4     setosa
## 18           5.1         3.5          1.4         0.3     setosa
## 19           5.7         3.8          1.7         0.3     setosa
## 20           5.1         3.8          1.5         0.3     setosa
## 21           5.4         3.4          1.7         0.2     setosa
## 22           5.1         3.7          1.5         0.4     setosa
## 23           4.6         3.6          1.0         0.2     setosa
## 24           5.1         3.3          1.7         0.5     setosa
## 25           4.8         3.4          1.9         0.2     setosa
## 26           5.0         3.0          1.6         0.2     setosa
## 27           5.0         3.4          1.6         0.4     setosa
## 28           5.2         3.5          1.5         0.2     setosa
## 29           5.2         3.4          1.4         0.2     setosa
## 30           4.7         3.2          1.6         0.2     setosa
## 31           4.8         3.1          1.6         0.2     setosa
## 32           5.4         3.4          1.5         0.4     setosa
## 33           5.2         4.1          1.5         0.1     setosa
## 34           5.5         4.2          1.4         0.2     setosa
## 35           4.9         3.1          1.5         0.2     setosa
## 36           5.0         3.2          1.2         0.2     setosa
## 37           5.5         3.5          1.3         0.2     setosa
## 38           4.9         3.6          1.4         0.1     setosa
## 39           4.4         3.0          1.3         0.2     setosa
## 40           5.1         3.4          1.5         0.2     setosa
## 41           5.0         3.5          1.3         0.3     setosa
## 42           4.5         2.3          1.3         0.3     setosa
## 43           4.4         3.2          1.3         0.2     setosa
## 44           5.0         3.5          1.6         0.6     setosa
## 45           5.1         3.8          1.9         0.4     setosa
## 46           4.8         3.0          1.4         0.3     setosa
## 47           5.1         3.8          1.6         0.2     setosa
## 48           4.6         3.2          1.4         0.2     setosa
## 49           5.3         3.7          1.5         0.2     setosa
## 50           5.0         3.3          1.4         0.2     setosa
## 51           7.0         3.2          4.7         1.4 versicolor
## 52           6.4         3.2          4.5         1.5 versicolor
## 53           6.9         3.1          4.9         1.5 versicolor
## 54           5.5         2.3          4.0         1.3 versicolor
## 55           6.5         2.8          4.6         1.5 versicolor
## 56           5.7         2.8          4.5         1.3 versicolor
## 57           6.3         3.3          4.7         1.6 versicolor
## 58           4.9         2.4          3.3         1.0 versicolor
## 59           6.6         2.9          4.6         1.3 versicolor
## 60           5.2         2.7          3.9         1.4 versicolor
## 61           5.0         2.0          3.5         1.0 versicolor
## 62           5.9         3.0          4.2         1.5 versicolor
## 63           6.0         2.2          4.0         1.0 versicolor
## 64           6.1         2.9          4.7         1.4 versicolor
## 65           5.6         2.9          3.6         1.3 versicolor
## 66           6.7         3.1          4.4         1.4 versicolor
## 67           5.6         3.0          4.5         1.5 versicolor
## 68           5.8         2.7          4.1         1.0 versicolor
## 69           6.2         2.2          4.5         1.5 versicolor
## 70           5.6         2.5          3.9         1.1 versicolor
## 71           5.9         3.2          4.8         1.8 versicolor
## 72           6.1         2.8          4.0         1.3 versicolor
## 73           6.3         2.5          4.9         1.5 versicolor
## 74           6.1         2.8          4.7         1.2 versicolor
## 75           6.4         2.9          4.3         1.3 versicolor
## 76           6.6         3.0          4.4         1.4 versicolor
## 77           6.8         2.8          4.8         1.4 versicolor
## 78           6.7         3.0          5.0         1.7 versicolor
## 79           6.0         2.9          4.5         1.5 versicolor
## 80           5.7         2.6          3.5         1.0 versicolor
## 81           5.5         2.4          3.8         1.1 versicolor
## 82           5.5         2.4          3.7         1.0 versicolor
## 83           5.8         2.7          3.9         1.2 versicolor
## 84           6.0         2.7          5.1         1.6 versicolor
## 85           5.4         3.0          4.5         1.5 versicolor
## 86           6.0         3.4          4.5         1.6 versicolor
## 87           6.7         3.1          4.7         1.5 versicolor
## 88           6.3         2.3          4.4         1.3 versicolor
## 89           5.6         3.0          4.1         1.3 versicolor
## 90           5.5         2.5          4.0         1.3 versicolor
## 91           5.5         2.6          4.4         1.2 versicolor
## 92           6.1         3.0          4.6         1.4 versicolor
## 93           5.8         2.6          4.0         1.2 versicolor
## 94           5.0         2.3          3.3         1.0 versicolor
## 95           5.6         2.7          4.2         1.3 versicolor
## 96           5.7         3.0          4.2         1.2 versicolor
## 97           5.7         2.9          4.2         1.3 versicolor
## 98           6.2         2.9          4.3         1.3 versicolor
## 99           5.1         2.5          3.0         1.1 versicolor
## 100          5.7         2.8          4.1         1.3 versicolor
## 101          6.3         3.3          6.0         2.5  virginica
## 102          5.8         2.7          5.1         1.9  virginica
## 103          7.1         3.0          5.9         2.1  virginica
## 104          6.3         2.9          5.6         1.8  virginica
## 105          6.5         3.0          5.8         2.2  virginica
## 106          7.6         3.0          6.6         2.1  virginica
## 107          4.9         2.5          4.5         1.7  virginica
## 108          7.3         2.9          6.3         1.8  virginica
## 109          6.7         2.5          5.8         1.8  virginica
## 110          7.2         3.6          6.1         2.5  virginica
## 111          6.5         3.2          5.1         2.0  virginica
## 112          6.4         2.7          5.3         1.9  virginica
## 113          6.8         3.0          5.5         2.1  virginica
## 114          5.7         2.5          5.0         2.0  virginica
## 115          5.8         2.8          5.1         2.4  virginica
## 116          6.4         3.2          5.3         2.3  virginica
## 117          6.5         3.0          5.5         1.8  virginica
## 118          7.7         3.8          6.7         2.2  virginica
## 119          7.7         2.6          6.9         2.3  virginica
## 120          6.0         2.2          5.0         1.5  virginica
## 121          6.9         3.2          5.7         2.3  virginica
## 122          5.6         2.8          4.9         2.0  virginica
## 123          7.7         2.8          6.7         2.0  virginica
## 124          6.3         2.7          4.9         1.8  virginica
## 125          6.7         3.3          5.7         2.1  virginica
## 126          7.2         3.2          6.0         1.8  virginica
## 127          6.2         2.8          4.8         1.8  virginica
## 128          6.1         3.0          4.9         1.8  virginica
## 129          6.4         2.8          5.6         2.1  virginica
## 130          7.2         3.0          5.8         1.6  virginica
## 131          7.4         2.8          6.1         1.9  virginica
## 132          7.9         3.8          6.4         2.0  virginica
## 133          6.4         2.8          5.6         2.2  virginica
## 134          6.3         2.8          5.1         1.5  virginica
## 135          6.1         2.6          5.6         1.4  virginica
## 136          7.7         3.0          6.1         2.3  virginica
## 137          6.3         3.4          5.6         2.4  virginica
## 138          6.4         3.1          5.5         1.8  virginica
## 139          6.0         3.0          4.8         1.8  virginica
## 140          6.9         3.1          5.4         2.1  virginica
## 141          6.7         3.1          5.6         2.4  virginica
## 142          6.9         3.1          5.1         2.3  virginica
## 143          5.8         2.7          5.1         1.9  virginica
## 144          6.8         3.2          5.9         2.3  virginica
## 145          6.7         3.3          5.7         2.5  virginica
## 146          6.7         3.0          5.2         2.3  virginica
## 147          6.3         2.5          5.0         1.9  virginica
## 148          6.5         3.0          5.2         2.0  virginica
## 149          6.2         3.4          5.4         2.3  virginica
## 150          5.9         3.0          5.1         1.8  virginica

Ggplot2

data(package = ‘ggplot2’)

Tạo đồ thị, khám phá các kỹ thuật trực quan hóa dữ liệu khác nhau, tìm hiểu về các loại dữ liệu và cách trình bày chúng hiệu quả.
Chức năng: tải các bộ dữ liệu mẫu có sẵn trong gói ggplot2 vào bộ nhớ.

data(mpg)

Chức năng: Tải tập dữ liệu mpg để sử dụng trong các phân tích và biểu đồ.

## # A tibble: 234 × 11
##    manufacturer model      displ  year   cyl trans drv     cty   hwy fl    class
##    <chr>        <chr>      <dbl> <int> <int> <chr> <chr> <int> <int> <chr> <chr>
##  1 audi         a4           1.8  1999     4 auto… f        18    29 p     comp…
##  2 audi         a4           1.8  1999     4 manu… f        21    29 p     comp…
##  3 audi         a4           2    2008     4 manu… f        20    31 p     comp…
##  4 audi         a4           2    2008     4 auto… f        21    30 p     comp…
##  5 audi         a4           2.8  1999     6 auto… f        16    26 p     comp…
##  6 audi         a4           2.8  1999     6 manu… f        18    26 p     comp…
##  7 audi         a4           3.1  2008     6 auto… f        18    27 p     comp…
##  8 audi         a4 quattro   1.8  1999     4 manu… 4        18    26 p     comp…
##  9 audi         a4 quattro   1.8  1999     4 auto… 4        16    25 p     comp…
## 10 audi         a4 quattro   2    2008     4 manu… 4        20    28 p     comp…
## # ℹ 224 more rows

Bộ dữ liệu trees

tmp <- trees

Gán tập dữ liệu trees cho biến có tên là tmp. Tập dữ liệu trees là một tập dữ liệu có sẵn trong gói datasets.

Thông tin tổng quan

is.data.frame(tmp)

Kiểm tra xem biến tmp có phải là một data.frame hay không. Nếu tmp là một data.frame, câu lệnh sẽ trả về giá trị TRUE. Nếu tmp không phải là một data.frame, câu lệnh sẽ trả về giá trị FALSE.

## [1] TRUE

length(tmp)

Trả về số lượng phần tử trong biến tmp. Nếu tmp là một data.frame, câu lệnh sẽ trả về số lượng hàng trong data.frame đó. Nếu tmp là một vector, câu lệnh sẽ trả về số lượng phần tử trong vector đó.

## [1] 3

names(tmp)

Trả về một vector có ba phần tử, mỗi phần tử tương ứng với một tên cột của khung dữ liệu tmp. Các phần tử của vector này sẽ là “Girth”, “Height” và “Volume”.

## [1] "Girth"  "Height" "Volume"

dim(tmp)

Trả về số lượng hàng, số lượng cột trong khung dữ liệu là 31 hàng và 3 cột

## [1] 31  3

skim(tmp)

Câu lệnh skim(tmp) sẽ sử dụng gói skimr để tóm tắt dữ liệu của đối tượng tmp. Là một khung dữ liệu có 31 hàng và 3 cột.

Data summary
Name	tmp
Number of rows	31
Number of columns	3
_______________________
Column type frequency:
numeric	3
________________________
Group variables	None

Variable type: numeric

skim_variable	complete_rate	mean	sd	p0	p25	p50	p75	p100	hist
Girth	1	13.25	3.14	8.3	11.05	12.9	15.25	20.6	▃▇▃▅▁
Height	1	76.00	6.37	63.0	72.00	76.0	80.00	87.0	▃▃▆▇▃
Volume	1	30.17	16.44	10.2	19.40	24.2	37.30	77.0	▇▅▁▂▁

Một số thông tin mở rộng của bộ dữ liệu

head(tmp, 10)

Trả về 10 hàng đầu tiên của đối tượng tmp.

##    Girth Height Volume
## 1    8.3     70   10.3
## 2    8.6     65   10.3
## 3    8.8     63   10.2
## 4   10.5     72   16.4
## 5   10.7     81   18.8
## 6   10.8     83   19.7
## 7   11.0     66   15.6
## 8   11.0     75   18.2
## 9   11.1     80   22.6
## 10  11.2     75   19.9

tail(tmp,10)

Là một hàm trả về 10 hàng cuối cùng của đối tượng tmp.

##    Girth Height Volume
## 22  14.2     80   31.7
## 23  14.5     74   36.3
## 24  16.0     72   38.3
## 25  16.3     77   42.6
## 26  17.3     81   55.4
## 27  17.5     82   55.7
## 28  17.9     80   58.3
## 29  18.0     80   51.5
## 30  18.0     80   51.0
## 31  20.6     87   77.0

str(tmp)

Là một hàm trả về một chuỗi mô tả cấu trúc của đối tượng tmp, số lượng phần tử trong vector tmp và giá trị của các phần tử trong vector tmp.

## 'data.frame':    31 obs. of  3 variables:
##  $ Girth : num  8.3 8.6 8.8 10.5 10.7 10.8 11 11 11.1 11.2 ...
##  $ Height: num  70 65 63 72 81 83 66 75 80 75 ...
##  $ Volume: num  10.3 10.3 10.2 16.4 18.8 19.7 15.6 18.2 22.6 19.9 ...

Kiểm tra tính hoàn chỉnh của dữ liệu

is.na(tmp)

Là một hàm trả về một vector logic có cùng kích thước với đối tượng tmp, trong đó các phần tử TRUE cho biết phần tử tương ứng của đối tượng tmp là một giá trị thiếu (NA) và các phần tử FALSE cho biết phần tử tương ứng của đối tượng tmp không phải là một giá trị thiếu.

##       Girth Height Volume
##  [1,] FALSE  FALSE  FALSE
##  [2,] FALSE  FALSE  FALSE
##  [3,] FALSE  FALSE  FALSE
##  [4,] FALSE  FALSE  FALSE
##  [5,] FALSE  FALSE  FALSE
##  [6,] FALSE  FALSE  FALSE
##  [7,] FALSE  FALSE  FALSE
##  [8,] FALSE  FALSE  FALSE
##  [9,] FALSE  FALSE  FALSE
## [10,] FALSE  FALSE  FALSE
## [11,] FALSE  FALSE  FALSE
## [12,] FALSE  FALSE  FALSE
## [13,] FALSE  FALSE  FALSE
## [14,] FALSE  FALSE  FALSE
## [15,] FALSE  FALSE  FALSE
## [16,] FALSE  FALSE  FALSE
## [17,] FALSE  FALSE  FALSE
## [18,] FALSE  FALSE  FALSE
## [19,] FALSE  FALSE  FALSE
## [20,] FALSE  FALSE  FALSE
## [21,] FALSE  FALSE  FALSE
## [22,] FALSE  FALSE  FALSE
## [23,] FALSE  FALSE  FALSE
## [24,] FALSE  FALSE  FALSE
## [25,] FALSE  FALSE  FALSE
## [26,] FALSE  FALSE  FALSE
## [27,] FALSE  FALSE  FALSE
## [28,] FALSE  FALSE  FALSE
## [29,] FALSE  FALSE  FALSE
## [30,] FALSE  FALSE  FALSE
## [31,] FALSE  FALSE  FALSE

sum(is.na(tmp))

Tính tổng số giá trị NA

## [1] 0

which(is.na(tmp))

Trả về vị trí của các giá trị NA

## integer(0)

Xử lý dữ liệu bị thiếu

x <- c(1, 2, 0 / 0, 3, NA, 4, 0 / 0)

Hàm c() sẽ tạo một vector có 7 phần tử, với 3 phần tử là NA.

## [1]   1   2 NaN   3  NA   4 NaN

x[is.na(x)] <- mean(x,na.rm = T)

Thay thế tất cả các giá trị NA trong vector x bằng giá trị trung bình của vector x, giá trị trung bình của vector x là 2.5.

## [1] 1.0 2.0 2.5 3.0 2.5 4.0 2.5

d <- WDI(indicator = ‘FI.RES.TOTL.MO’, country = c(‘VNM’))

Hàm WDI() được sử dụng để lấy dữ liệu từ World Development Indicators (WDI) của Ngân hàng Thế giới. Lấy dữ liệu về tổng tài sản tài chính của hộ gia đình (FI.RES.TOTL.MO) cho Việt Nam (VNM).

##     country iso2c iso3c year FI.RES.TOTL.MO
## 1  Viet Nam    VN   VNM 2022       2.641353
## 2  Viet Nam    VN   VNM 2021       3.686074
## 3  Viet Nam    VN   VNM 2020       3.978296
## 4  Viet Nam    VN   VNM 2019       3.366794
## 5  Viet Nam    VN   VNM 2018       2.529580
## 6  Viet Nam    VN   VNM 2017       2.462901
## 7  Viet Nam    VN   VNM 2016       2.223985
## 8  Viet Nam    VN   VNM 2015       1.850373
## 9  Viet Nam    VN   VNM 2014       2.536335
## 10 Viet Nam    VN   VNM 2013       2.146522
## 11 Viet Nam    VN   VNM 2012       2.487028
## 12 Viet Nam    VN   VNM 2011       1.417350
## 13 Viet Nam    VN   VNM 2010       1.620547
## 14 Viet Nam    VN   VNM 2009       2.574184
## 15 Viet Nam    VN   VNM 2008       3.214584
## 16 Viet Nam    VN   VNM 2007       4.075098
## 17 Viet Nam    VN   VNM 2006       3.224640
## 18 Viet Nam    VN   VNM 2005       2.653657
## 19 Viet Nam    VN   VNM 2004       2.442831
## 20 Viet Nam    VN   VNM 2003       2.694840
## 21 Viet Nam    VN   VNM 2002       2.213041
## 22 Viet Nam    VN   VNM 2001       2.355113
## 23 Viet Nam    VN   VNM 2000       2.264215
## 24 Viet Nam    VN   VNM 1999       2.814992
## 25 Viet Nam    VN   VNM 1998       1.680220
## 26 Viet Nam    VN   VNM 1997       1.670657
## 27 Viet Nam    VN   VNM 1996       1.620063
## 28 Viet Nam    VN   VNM 1995             NA
## 29 Viet Nam    VN   VNM 1994             NA
## 30 Viet Nam    VN   VNM 1993             NA
## 31 Viet Nam    VN   VNM 1992             NA
## 32 Viet Nam    VN   VNM 1991             NA
## 33 Viet Nam    VN   VNM 1990             NA
## 34 Viet Nam    VN   VNM 1989             NA
## 35 Viet Nam    VN   VNM 1988             NA
## 36 Viet Nam    VN   VNM 1987             NA
## 37 Viet Nam    VN   VNM 1986             NA
## 38 Viet Nam    VN   VNM 1985             NA
## 39 Viet Nam    VN   VNM 1984             NA
## 40 Viet Nam    VN   VNM 1983             NA
## 41 Viet Nam    VN   VNM 1982             NA
## 42 Viet Nam    VN   VNM 1981             NA
## 43 Viet Nam    VN   VNM 1980             NA
## 44 Viet Nam    VN   VNM 1979             NA
## 45 Viet Nam    VN   VNM 1978             NA
## 46 Viet Nam    VN   VNM 1977             NA
## 47 Viet Nam    VN   VNM 1976             NA
## 48 Viet Nam    VN   VNM 1975             NA
## 49 Viet Nam    VN   VNM 1974             NA
## 50 Viet Nam    VN   VNM 1973             NA
## 51 Viet Nam    VN   VNM 1972             NA
## 52 Viet Nam    VN   VNM 1971             NA
## 53 Viet Nam    VN   VNM 1970             NA
## 54 Viet Nam    VN   VNM 1969             NA
## 55 Viet Nam    VN   VNM 1968             NA
## 56 Viet Nam    VN   VNM 1967             NA
## 57 Viet Nam    VN   VNM 1966             NA
## 58 Viet Nam    VN   VNM 1965             NA
## 59 Viet Nam    VN   VNM 1964             NA
## 60 Viet Nam    VN   VNM 1963             NA
## 61 Viet Nam    VN   VNM 1962             NA
## 62 Viet Nam    VN   VNM 1961             NA
## 63 Viet Nam    VN   VNM 1960             NA

d <- d %>% select(year,FI.RES.TOTL.MO)

Chọn ra hai cột có tên “year” và “FI.RES.TOTL.MO” từ data frame d.

## 
## Attaching package: 'dplyr'

## The following objects are masked from 'package:stats':
## 
##     filter, lag

## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union

##    year FI.RES.TOTL.MO
## 1  2022       2.641353
## 2  2021       3.686074
## 3  2020       3.978296
## 4  2019       3.366794
## 5  2018       2.529580
## 6  2017       2.462901
## 7  2016       2.223985
## 8  2015       1.850373
## 9  2014       2.536335
## 10 2013       2.146522
## 11 2012       2.487028
## 12 2011       1.417350
## 13 2010       1.620547
## 14 2009       2.574184
## 15 2008       3.214584
## 16 2007       4.075098
## 17 2006       3.224640
## 18 2005       2.653657
## 19 2004       2.442831
## 20 2003       2.694840
## 21 2002       2.213041
## 22 2001       2.355113
## 23 2000       2.264215
## 24 1999       2.814992
## 25 1998       1.680220
## 26 1997       1.670657
## 27 1996       1.620063
## 28 1995             NA
## 29 1994             NA
## 30 1993             NA
## 31 1992             NA
## 32 1991             NA
## 33 1990             NA
## 34 1989             NA
## 35 1988             NA
## 36 1987             NA
## 37 1986             NA
## 38 1985             NA
## 39 1984             NA
## 40 1983             NA
## 41 1982             NA
## 42 1981             NA
## 43 1980             NA
## 44 1979             NA
## 45 1978             NA
## 46 1977             NA
## 47 1976             NA
## 48 1975             NA
## 49 1974             NA
## 50 1973             NA
## 51 1972             NA
## 52 1971             NA
## 53 1970             NA
## 54 1969             NA
## 55 1968             NA
## 56 1967             NA
## 57 1966             NA
## 58 1965             NA
## 59 1964             NA
## 60 1963             NA
## 61 1962             NA
## 62 1961             NA
## 63 1960             NA

d <- d %>% rename(dutru = FI.RES.TOTL.MO)

Đổi tên cột FI.RES.TOTL.MO thành dutru trong data frame d.

##    year    dutru
## 1  2022 2.641353
## 2  2021 3.686074
## 3  2020 3.978296
## 4  2019 3.366794
## 5  2018 2.529580
## 6  2017 2.462901
## 7  2016 2.223985
## 8  2015 1.850373
## 9  2014 2.536335
## 10 2013 2.146522
## 11 2012 2.487028
## 12 2011 1.417350
## 13 2010 1.620547
## 14 2009 2.574184
## 15 2008 3.214584
## 16 2007 4.075098
## 17 2006 3.224640
## 18 2005 2.653657
## 19 2004 2.442831
## 20 2003 2.694840
## 21 2002 2.213041
## 22 2001 2.355113
## 23 2000 2.264215
## 24 1999 2.814992
## 25 1998 1.680220
## 26 1997 1.670657
## 27 1996 1.620063
## 28 1995       NA
## 29 1994       NA
## 30 1993       NA
## 31 1992       NA
## 32 1991       NA
## 33 1990       NA
## 34 1989       NA
## 35 1988       NA
## 36 1987       NA
## 37 1986       NA
## 38 1985       NA
## 39 1984       NA
## 40 1983       NA
## 41 1982       NA
## 42 1981       NA
## 43 1980       NA
## 44 1979       NA
## 45 1978       NA
## 46 1977       NA
## 47 1976       NA
## 48 1975       NA
## 49 1974       NA
## 50 1973       NA
## 51 1972       NA
## 52 1971       NA
## 53 1970       NA
## 54 1969       NA
## 55 1968       NA
## 56 1967       NA
## 57 1966       NA
## 58 1965       NA
## 59 1964       NA
## 60 1963       NA
## 61 1962       NA
## 62 1961       NA
## 63 1960       NA

d$dutru[is.na(d$dutru)] <- mean(d$dutru, na.rm = TRUE)

Có tác dụng thay thế các giá trị NA (Not Available) trong cột dutru của data frame d bằng giá trị trung bình của cột dutru sau khi loại bỏ các giá trị NA.
is.na(d$dutru): Tạo ra một vector có độ dài bằng với số dòng của cột dutru, trong đó các phần tử là TRUE nếu giá trị tương ứng trong cột dutru là NA, và FALSE nếu không phải NA.
mean(d$dutru, na.rm = TRUE): Tính giá trị trung bình của cột dutru, bỏ qua các giá trị NA.

##  [1] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [13] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [25] FALSE FALSE FALSE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE
## [37]  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE
## [49]  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE
## [61]  TRUE  TRUE  TRUE

## [1] 2.53501

##    year    dutru
## 1  2022 2.641353
## 2  2021 3.686074
## 3  2020 3.978296
## 4  2019 3.366794
## 5  2018 2.529580
## 6  2017 2.462901
## 7  2016 2.223985
## 8  2015 1.850373
## 9  2014 2.536335
## 10 2013 2.146522
## 11 2012 2.487028
## 12 2011 1.417350
## 13 2010 1.620547
## 14 2009 2.574184
## 15 2008 3.214584
## 16 2007 4.075098
## 17 2006 3.224640
## 18 2005 2.653657
## 19 2004 2.442831
## 20 2003 2.694840
## 21 2002 2.213041
## 22 2001 2.355113
## 23 2000 2.264215
## 24 1999 2.814992
## 25 1998 1.680220
## 26 1997 1.670657
## 27 1996 1.620063
## 28 1995 2.535010
## 29 1994 2.535010
## 30 1993 2.535010
## 31 1992 2.535010
## 32 1991 2.535010
## 33 1990 2.535010
## 34 1989 2.535010
## 35 1988 2.535010
## 36 1987 2.535010
## 37 1986 2.535010
## 38 1985 2.535010
## 39 1984 2.535010
## 40 1983 2.535010
## 41 1982 2.535010
## 42 1981 2.535010
## 43 1980 2.535010
## 44 1979 2.535010
## 45 1978 2.535010
## 46 1977 2.535010
## 47 1976 2.535010
## 48 1975 2.535010
## 49 1974 2.535010
## 50 1973 2.535010
## 51 1972 2.535010
## 52 1971 2.535010
## 53 1970 2.535010
## 54 1969 2.535010
## 55 1968 2.535010
## 56 1967 2.535010
## 57 1966 2.535010
## 58 1965 2.535010
## 59 1964 2.535010
## 60 1963 2.535010
## 61 1962 2.535010
## 62 1961 2.535010
## 63 1960 2.535010

d <- d[complete.cases(d),]

Loại bỏ các hàng có giá trị thiếu (missing values) khỏi một data frame.

##    year    dutru
## 1  2022 2.641353
## 2  2021 3.686074
## 3  2020 3.978296
## 4  2019 3.366794
## 5  2018 2.529580
## 6  2017 2.462901
## 7  2016 2.223985
## 8  2015 1.850373
## 9  2014 2.536335
## 10 2013 2.146522
## 11 2012 2.487028
## 12 2011 1.417350
## 13 2010 1.620547
## 14 2009 2.574184
## 15 2008 3.214584
## 16 2007 4.075098
## 17 2006 3.224640
## 18 2005 2.653657
## 19 2004 2.442831
## 20 2003 2.694840
## 21 2002 2.213041
## 22 2001 2.355113
## 23 2000 2.264215
## 24 1999 2.814992
## 25 1998 1.680220
## 26 1997 1.670657
## 27 1996 1.620063
## 28 1995 2.535010
## 29 1994 2.535010
## 30 1993 2.535010
## 31 1992 2.535010
## 32 1991 2.535010
## 33 1990 2.535010
## 34 1989 2.535010
## 35 1988 2.535010
## 36 1987 2.535010
## 37 1986 2.535010
## 38 1985 2.535010
## 39 1984 2.535010
## 40 1983 2.535010
## 41 1982 2.535010
## 42 1981 2.535010
## 43 1980 2.535010
## 44 1979 2.535010
## 45 1978 2.535010
## 46 1977 2.535010
## 47 1976 2.535010
## 48 1975 2.535010
## 49 1974 2.535010
## 50 1973 2.535010
## 51 1972 2.535010
## 52 1971 2.535010
## 53 1970 2.535010
## 54 1969 2.535010
## 55 1968 2.535010
## 56 1967 2.535010
## 57 1966 2.535010
## 58 1965 2.535010
## 59 1964 2.535010
## 60 1963 2.535010
## 61 1962 2.535010
## 62 1961 2.535010
## 63 1960 2.535010

d <- na.omit(d)

Loại bỏ các hàng có giá trị thiếu khỏi một data frame

##    year    dutru
## 1  2022 2.641353
## 2  2021 3.686074
## 3  2020 3.978296
## 4  2019 3.366794
## 5  2018 2.529580
## 6  2017 2.462901
## 7  2016 2.223985
## 8  2015 1.850373
## 9  2014 2.536335
## 10 2013 2.146522
## 11 2012 2.487028
## 12 2011 1.417350
## 13 2010 1.620547
## 14 2009 2.574184
## 15 2008 3.214584
## 16 2007 4.075098
## 17 2006 3.224640
## 18 2005 2.653657
## 19 2004 2.442831
## 20 2003 2.694840
## 21 2002 2.213041
## 22 2001 2.355113
## 23 2000 2.264215
## 24 1999 2.814992
## 25 1998 1.680220
## 26 1997 1.670657
## 27 1996 1.620063
## 28 1995 2.535010
## 29 1994 2.535010
## 30 1993 2.535010
## 31 1992 2.535010
## 32 1991 2.535010
## 33 1990 2.535010
## 34 1989 2.535010
## 35 1988 2.535010
## 36 1987 2.535010
## 37 1986 2.535010
## 38 1985 2.535010
## 39 1984 2.535010
## 40 1983 2.535010
## 41 1982 2.535010
## 42 1981 2.535010
## 43 1980 2.535010
## 44 1979 2.535010
## 45 1978 2.535010
## 46 1977 2.535010
## 47 1976 2.535010
## 48 1975 2.535010
## 49 1974 2.535010
## 50 1973 2.535010
## 51 1972 2.535010
## 52 1971 2.535010
## 53 1970 2.535010
## 54 1969 2.535010
## 55 1968 2.535010
## 56 1967 2.535010
## 57 1966 2.535010
## 58 1965 2.535010
## 59 1964 2.535010
## 60 1963 2.535010
## 61 1962 2.535010
## 62 1961 2.535010
## 63 1960 2.535010

Rút trích dữ liệu

names(tmp) <- c(‘G’,‘H’,‘V’)

Đổi tên các cột của một data frame.

## [1] "G" "H" "V"

rename(tmp,GG = G, HH = H)

Dùng để đổi tên các cột của một data frame

##      GG HH    V
## 1   8.3 70 10.3
## 2   8.6 65 10.3
## 3   8.8 63 10.2
## 4  10.5 72 16.4
## 5  10.7 81 18.8
## 6  10.8 83 19.7
## 7  11.0 66 15.6
## 8  11.0 75 18.2
## 9  11.1 80 22.6
## 10 11.2 75 19.9
## 11 11.3 79 24.2
## 12 11.4 76 21.0
## 13 11.4 76 21.4
## 14 11.7 69 21.3
## 15 12.0 75 19.1
## 16 12.9 74 22.2
## 17 12.9 85 33.8
## 18 13.3 86 27.4
## 19 13.7 71 25.7
## 20 13.8 64 24.9
## 21 14.0 78 34.5
## 22 14.2 80 31.7
## 23 14.5 74 36.3
## 24 16.0 72 38.3
## 25 16.3 77 42.6
## 26 17.3 81 55.4
## 27 17.5 82 55.7
## 28 17.9 80 58.3
## 29 18.0 80 51.5
## 30 18.0 80 51.0
## 31 20.6 87 77.0

a <- tmp[5,3]

Dùng để lấy giá trị của phần tử thứ 5, cột thứ 3 của data frame tmp.

## [1] 18.8

H <- tmp$H

Gán giá trị của cột H trong data frame tmp cho biến H.

##  [1] 70 65 63 72 81 83 66 75 80 75 79 76 76 69 75 74 85 86 71 64 78 80 74 72 77
## [26] 81 82 80 80 80 87

b <- tmp[,2]

Trích xuất toàn bộ cột thứ hai từ data frame tmp và gán nó vào biến mới b.

##  [1] 70 65 63 72 81 83 66 75 80 75 79 76 76 69 75 74 85 86 71 64 78 80 74 72 77
## [26] 81 82 80 80 80 87

c <- tmp[4,]

Trích xuất hàng thứ tư từ data frame tmp và gán nó vào biến mới c.

##      G  H    V
## 4 10.5 72 16.4

tmp2 <- tmp[,c(1,3)]

Trích xuất các cột thứ nhất và thứ ba.

##       G    V
## 1   8.3 10.3
## 2   8.6 10.3
## 3   8.8 10.2
## 4  10.5 16.4
## 5  10.7 18.8
## 6  10.8 19.7
## 7  11.0 15.6
## 8  11.0 18.2
## 9  11.1 22.6
## 10 11.2 19.9
## 11 11.3 24.2
## 12 11.4 21.0
## 13 11.4 21.4
## 14 11.7 21.3
## 15 12.0 19.1
## 16 12.9 22.2
## 17 12.9 33.8
## 18 13.3 27.4
## 19 13.7 25.7
## 20 13.8 24.9
## 21 14.0 34.5
## 22 14.2 31.7
## 23 14.5 36.3
## 24 16.0 38.3
## 25 16.3 42.6
## 26 17.3 55.4
## 27 17.5 55.7
## 28 17.9 58.3
## 29 18.0 51.5
## 30 18.0 51.0
## 31 20.6 77.0

tmp2 <- tmp[3:9,]

Trích xuất các hàng từ thứ ba đến thứ chín.

##      G  H    V
## 3  8.8 63 10.2
## 4 10.5 72 16.4
## 5 10.7 81 18.8
## 6 10.8 83 19.7
## 7 11.0 66 15.6
## 8 11.0 75 18.2
## 9 11.1 80 22.6

tmp3 <- tmp[c(3,5,7,21),]

Trích xuất hàng thứ 3, 5, 7, 21.

tmp3 <- tmp[c(3,5,7,21),]
print(tmp3)

##       G  H    V
## 3   8.8 63 10.2
## 5  10.7 81 18.8
## 7  11.0 66 15.6
## 21 14.0 78 34.5

tmp4 <- tmp[c(2,3,6,18),c(2,3)]

Trích xuất các hàng thứ 2, 3, 6 và 18, và các cột 2 và 3.

##     H    V
## 2  65 10.3
## 3  63 10.2
## 6  83 19.7
## 18 86 27.4

tmp5 <- tmp[tmp$H >=80,]

Trích xuất các hàng có giá trị trong cột H lớn hơn hoặc bằng 80.

##       G  H    V
## 5  10.7 81 18.8
## 6  10.8 83 19.7
## 9  11.1 80 22.6
## 17 12.9 85 33.8
## 18 13.3 86 27.4
## 22 14.2 80 31.7
## 26 17.3 81 55.4
## 27 17.5 82 55.7
## 28 17.9 80 58.3
## 29 18.0 80 51.5
## 30 18.0 80 51.0
## 31 20.6 87 77.0

tmp5 <- tmp[tmp$H >=80 & tmp$H <=86,]

Trích xuất các hàng có giá trị trong cột H nằm trong khoảng từ 80 đến 86, bao gồm cả 80 và 86.

##       G  H    V
## 5  10.7 81 18.8
## 6  10.8 83 19.7
## 9  11.1 80 22.6
## 17 12.9 85 33.8
## 18 13.3 86 27.4
## 22 14.2 80 31.7
## 26 17.3 81 55.4
## 27 17.5 82 55.7
## 28 17.9 80 58.3
## 29 18.0 80 51.5
## 30 18.0 80 51.0

tmp6 <- tmp[tmp$H == 76 | tmp$H == 80,]

Trích xuất các hàng có giá trị trong cột H bằng 76 hoặc 80.

##       G  H    V
## 9  11.1 80 22.6
## 12 11.4 76 21.0
## 13 11.4 76 21.4
## 22 14.2 80 31.7
## 28 17.9 80 58.3
## 29 18.0 80 51.5
## 30 18.0 80 51.0

d <- iris

d <- iris
str(d)

## 'data.frame':    150 obs. of  5 variables:
##  $ Sepal.Length: num  5.1 4.9 4.7 4.6 5 5.4 4.6 5 4.4 4.9 ...
##  $ Sepal.Width : num  3.5 3 3.2 3.1 3.6 3.9 3.4 3.4 2.9 3.1 ...
##  $ Petal.Length: num  1.4 1.4 1.3 1.5 1.4 1.7 1.4 1.5 1.4 1.5 ...
##  $ Petal.Width : num  0.2 0.2 0.2 0.2 0.2 0.4 0.3 0.2 0.2 0.1 ...
##  $ Species     : Factor w/ 3 levels "setosa","versicolor",..: 1 1 1 1 1 1 1 1 1 1 ...

head(d,4)

Trích xuất ra 4 hàng đầu tiên của data frame d.

##   Sepal.Length Sepal.Width Petal.Length Petal.Width Species
## 1          5.1         3.5          1.4         0.2  setosa
## 2          4.9         3.0          1.4         0.2  setosa
## 3          4.7         3.2          1.3         0.2  setosa
## 4          4.6         3.1          1.5         0.2  setosa

tail(d,5)

Trích xuất ra 5 hàng cuối cùng của data frame d.

##     Sepal.Length Sepal.Width Petal.Length Petal.Width   Species
## 146          6.7         3.0          5.2         2.3 virginica
## 147          6.3         2.5          5.0         1.9 virginica
## 148          6.5         3.0          5.2         2.0 virginica
## 149          6.2         3.4          5.4         2.3 virginica
## 150          5.9         3.0          5.1         1.8 virginica

d1 <- d[d$Species==‘setosa’,]

Tạo một data frame mới d1 từ data frame d bằng cách lọc ra các hàng có giá trị “setosa” trong cột Species.

d1 <- d[d$Species=='setosa',]
str(d1)

## 'data.frame':    50 obs. of  5 variables:
##  $ Sepal.Length: num  5.1 4.9 4.7 4.6 5 5.4 4.6 5 4.4 4.9 ...
##  $ Sepal.Width : num  3.5 3 3.2 3.1 3.6 3.9 3.4 3.4 2.9 3.1 ...
##  $ Petal.Length: num  1.4 1.4 1.3 1.5 1.4 1.7 1.4 1.5 1.4 1.5 ...
##  $ Petal.Width : num  0.2 0.2 0.2 0.2 0.2 0.4 0.3 0.2 0.2 0.1 ...
##  $ Species     : Factor w/ 3 levels "setosa","versicolor",..: 1 1 1 1 1 1 1 1 1 1 ...

d1 <- d[d$Species==‘setosa’|d$Species==‘versicolor’,]

Tạo một data frame mới d1 từ data frame d bằng cách lọc ra các hàng có giá trị “setosa” hoặc “versicolor” trong cột Species.

## 'data.frame':    100 obs. of  5 variables:
##  $ Sepal.Length: num  5.1 4.9 4.7 4.6 5 5.4 4.6 5 4.4 4.9 ...
##  $ Sepal.Width : num  3.5 3 3.2 3.1 3.6 3.9 3.4 3.4 2.9 3.1 ...
##  $ Petal.Length: num  1.4 1.4 1.3 1.5 1.4 1.7 1.4 1.5 1.4 1.5 ...
##  $ Petal.Width : num  0.2 0.2 0.2 0.2 0.2 0.4 0.3 0.2 0.2 0.1 ...
##  $ Species     : Factor w/ 3 levels "setosa","versicolor",..: 1 1 1 1 1 1 1 1 1 1 ...

d2 <- d1[d1$Sepal.Length < 5,]

Tạo một data frame mới d2 từ data frame d1 bằng cách lọc ra các hàng có giá trị trong cột Sepal.Length nhỏ hơn 5.

## 'data.frame':    21 obs. of  5 variables:
##  $ Sepal.Length: num  4.9 4.7 4.6 4.6 4.4 4.9 4.8 4.8 4.3 4.6 ...
##  $ Sepal.Width : num  3 3.2 3.1 3.4 2.9 3.1 3.4 3 3 3.6 ...
##  $ Petal.Length: num  1.4 1.3 1.5 1.4 1.4 1.5 1.6 1.4 1.1 1 ...
##  $ Petal.Width : num  0.2 0.2 0.2 0.3 0.2 0.1 0.2 0.1 0.1 0.2 ...
##  $ Species     : Factor w/ 3 levels "setosa","versicolor",..: 1 1 1 1 1 1 1 1 1 1 ...

d3 <- d[d$Species != ‘setosa’,]

Tạo một data frame mới d3 từ data frame d bằng cách lọc ra các hàng không có giá trị “setosa” trong cột Species.

## 'data.frame':    100 obs. of  5 variables:
##  $ Sepal.Length: num  7 6.4 6.9 5.5 6.5 5.7 6.3 4.9 6.6 5.2 ...
##  $ Sepal.Width : num  3.2 3.2 3.1 2.3 2.8 2.8 3.3 2.4 2.9 2.7 ...
##  $ Petal.Length: num  4.7 4.5 4.9 4 4.6 4.5 4.7 3.3 4.6 3.9 ...
##  $ Petal.Width : num  1.4 1.5 1.5 1.3 1.5 1.3 1.6 1 1.3 1.4 ...
##  $ Species     : Factor w/ 3 levels "setosa","versicolor",..: 2 2 2 2 2 2 2 2 2 2 ...

Rút trích dữ liệu - Sử dụng package tidyverse

d <- diamonds

## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ forcats   1.0.0     ✔ stringr   1.5.1
## ✔ lubridate 1.9.3     ✔ tibble    3.2.1
## ✔ purrr     1.0.2     ✔ tidyr     1.3.0
## ✔ readr     2.1.5     
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag()    masks stats::lag()
## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors

## # A tibble: 53,940 × 10
##    carat cut       color clarity depth table price     x     y     z
##    <dbl> <ord>     <ord> <ord>   <dbl> <dbl> <int> <dbl> <dbl> <dbl>
##  1  0.23 Ideal     E     SI2      61.5    55   326  3.95  3.98  2.43
##  2  0.21 Premium   E     SI1      59.8    61   326  3.89  3.84  2.31
##  3  0.23 Good      E     VS1      56.9    65   327  4.05  4.07  2.31
##  4  0.29 Premium   I     VS2      62.4    58   334  4.2   4.23  2.63
##  5  0.31 Good      J     SI2      63.3    58   335  4.34  4.35  2.75
##  6  0.24 Very Good J     VVS2     62.8    57   336  3.94  3.96  2.48
##  7  0.24 Very Good I     VVS1     62.3    57   336  3.95  3.98  2.47
##  8  0.26 Very Good H     SI1      61.9    55   337  4.07  4.11  2.53
##  9  0.22 Fair      E     VS2      65.1    61   337  3.87  3.78  2.49
## 10  0.23 Very Good H     VS1      59.4    61   338  4     4.05  2.39
## # ℹ 53,930 more rows

d1 <- filter(d,color==‘D’|carat > 1)

Lọc ra các hàng có giá trị “D” trong cột color hoặc trọng lượng carat lớn hơn 1.

## # A tibble: 22,956 × 10
##    carat cut       color clarity depth table price     x     y     z
##    <dbl> <ord>     <ord> <ord>   <dbl> <dbl> <int> <dbl> <dbl> <dbl>
##  1  0.23 Very Good D     VS2      60.5    61   357  3.96  3.97  2.4 
##  2  0.23 Very Good D     VS1      61.9    58   402  3.92  3.96  2.44
##  3  0.26 Very Good D     VS2      60.8    59   403  4.13  4.16  2.52
##  4  0.26 Good      D     VS2      65.2    56   403  3.99  4.02  2.61
##  5  0.26 Good      D     VS1      58.4    63   403  4.19  4.24  2.46
##  6  0.22 Premium   D     VS2      59.3    62   404  3.91  3.88  2.31
##  7  0.3  Premium   D     SI1      62.6    59   552  4.23  4.27  2.66
##  8  0.3  Ideal     D     SI1      62.5    57   552  4.29  4.32  2.69
##  9  0.3  Ideal     D     SI1      62.1    56   552  4.3   4.33  2.68
## 10  0.24 Very Good D     VVS1     61.5    60   553  3.97  4     2.45
## # ℹ 22,946 more rows

d2 <- select(d1,color,carat,x,y,z)

Dùng để tạo một data frame mới d2 từ data frame d1 bằng cách chọn ra các cột: color, carat, x, y, và z.

## # A tibble: 22,956 × 5
##    color carat     x     y     z
##    <ord> <dbl> <dbl> <dbl> <dbl>
##  1 D      0.23  3.96  3.97  2.4 
##  2 D      0.23  3.92  3.96  2.44
##  3 D      0.26  4.13  4.16  2.52
##  4 D      0.26  3.99  4.02  2.61
##  5 D      0.26  4.19  4.24  2.46
##  6 D      0.22  3.91  3.88  2.31
##  7 D      0.3   4.23  4.27  2.66
##  8 D      0.3   4.29  4.32  2.69
##  9 D      0.3   4.3   4.33  2.68
## 10 D      0.24  3.97  4     2.45
## # ℹ 22,946 more rows

d1 <- d %>% filter(color==‘D’|carat > 1)

Lọc ra các hàng có giá trị “D” trong cột color hoặc trọng lượng carat lớn hơn 1.

## # A tibble: 22,956 × 10
##    carat cut       color clarity depth table price     x     y     z
##    <dbl> <ord>     <ord> <ord>   <dbl> <dbl> <int> <dbl> <dbl> <dbl>
##  1  0.23 Very Good D     VS2      60.5    61   357  3.96  3.97  2.4 
##  2  0.23 Very Good D     VS1      61.9    58   402  3.92  3.96  2.44
##  3  0.26 Very Good D     VS2      60.8    59   403  4.13  4.16  2.52
##  4  0.26 Good      D     VS2      65.2    56   403  3.99  4.02  2.61
##  5  0.26 Good      D     VS1      58.4    63   403  4.19  4.24  2.46
##  6  0.22 Premium   D     VS2      59.3    62   404  3.91  3.88  2.31
##  7  0.3  Premium   D     SI1      62.6    59   552  4.23  4.27  2.66
##  8  0.3  Ideal     D     SI1      62.5    57   552  4.29  4.32  2.69
##  9  0.3  Ideal     D     SI1      62.1    56   552  4.3   4.33  2.68
## 10  0.24 Very Good D     VVS1     61.5    60   553  3.97  4     2.45
## # ℹ 22,946 more rows

d2 <- d1 %>% select(color,carat,x,y,z)

Tạo một data frame mới d2 từ data frame d1 bằng cách chọn ra các cột: color, carat, x, y, và z.

## # A tibble: 22,956 × 5
##    color carat     x     y     z
##    <ord> <dbl> <dbl> <dbl> <dbl>
##  1 D      0.23  3.96  3.97  2.4 
##  2 D      0.23  3.92  3.96  2.44
##  3 D      0.26  4.13  4.16  2.52
##  4 D      0.26  3.99  4.02  2.61
##  5 D      0.26  4.19  4.24  2.46
##  6 D      0.22  3.91  3.88  2.31
##  7 D      0.3   4.23  4.27  2.66
##  8 D      0.3   4.29  4.32  2.69
##  9 D      0.3   4.3   4.33  2.68
## 10 D      0.24  3.97  4     2.45
## # ℹ 22,946 more rows

d22 <- d %>% filter(color==‘D’|carat > 1) %>% select(color,carat,x,y,z)

Tạo một data frame mới d22 từ data frame d bằng cách thực hiện hai thao tác liên tiếp: Lọc ra các hàng có giá trị “D” trong cột color hoặc trọng lượng carat lớn hơn 1 và Chọn ra các cột cụ thể: color, carat, x, y, và z.

## # A tibble: 22,956 × 5
##    color carat     x     y     z
##    <ord> <dbl> <dbl> <dbl> <dbl>
##  1 D      0.23  3.96  3.97  2.4 
##  2 D      0.23  3.92  3.96  2.44
##  3 D      0.26  4.13  4.16  2.52
##  4 D      0.26  3.99  4.02  2.61
##  5 D      0.26  4.19  4.24  2.46
##  6 D      0.22  3.91  3.88  2.31
##  7 D      0.3   4.23  4.27  2.66
##  8 D      0.3   4.29  4.32  2.69
##  9 D      0.3   4.3   4.33  2.68
## 10 D      0.24  3.97  4     2.45
## # ℹ 22,946 more rows

Tạo dữ liệu mới từ dữ liệu có sẵn

d <- trees

##    Girth Height Volume
## 1    8.3     70   10.3
## 2    8.6     65   10.3
## 3    8.8     63   10.2
## 4   10.5     72   16.4
## 5   10.7     81   18.8
## 6   10.8     83   19.7
## 7   11.0     66   15.6
## 8   11.0     75   18.2
## 9   11.1     80   22.6
## 10  11.2     75   19.9
## 11  11.3     79   24.2
## 12  11.4     76   21.0
## 13  11.4     76   21.4
## 14  11.7     69   21.3
## 15  12.0     75   19.1
## 16  12.9     74   22.2
## 17  12.9     85   33.8
## 18  13.3     86   27.4
## 19  13.7     71   25.7
## 20  13.8     64   24.9
## 21  14.0     78   34.5
## 22  14.2     80   31.7
## 23  14.5     74   36.3
## 24  16.0     72   38.3
## 25  16.3     77   42.6
## 26  17.3     81   55.4
## 27  17.5     82   55.7
## 28  17.9     80   58.3
## 29  18.0     80   51.5
## 30  18.0     80   51.0
## 31  20.6     87   77.0

d$tich <- d$Girthd$Heightd$Volume

Tạo một cột mới có tên là tich trong data frame d và tính giá trị của cột này bằng cách nhân ba cột hiện có: Girth, Height và Volume.

##    Girth Height Volume      tich
## 1    8.3     70   10.3   5984.30
## 2    8.6     65   10.3   5757.70
## 3    8.8     63   10.2   5654.88
## 4   10.5     72   16.4  12398.40
## 5   10.7     81   18.8  16293.96
## 6   10.8     83   19.7  17659.08
## 7   11.0     66   15.6  11325.60
## 8   11.0     75   18.2  15015.00
## 9   11.1     80   22.6  20068.80
## 10  11.2     75   19.9  16716.00
## 11  11.3     79   24.2  21603.34
## 12  11.4     76   21.0  18194.40
## 13  11.4     76   21.4  18540.96
## 14  11.7     69   21.3  17195.49
## 15  12.0     75   19.1  17190.00
## 16  12.9     74   22.2  21192.12
## 17  12.9     85   33.8  37061.70
## 18  13.3     86   27.4  31340.12
## 19  13.7     71   25.7  24998.39
## 20  13.8     64   24.9  21991.68
## 21  14.0     78   34.5  37674.00
## 22  14.2     80   31.7  36011.20
## 23  14.5     74   36.3  38949.90
## 24  16.0     72   38.3  44121.60
## 25  16.3     77   42.6  53467.26
## 26  17.3     81   55.4  77632.02
## 27  17.5     82   55.7  79929.50
## 28  17.9     80   58.3  83485.60
## 29  18.0     80   51.5  74160.00
## 30  18.0     80   51.0  73440.00
## 31  20.6     87   77.0 137999.40

d <- d %>% mutate(l = log(tich))

Tạo một cột mới có tên là l trong data frame d và tính giá trị của cột này bằng cách lấy logarit của cột tich.

##    Girth Height Volume      tich         l
## 1    8.3     70   10.3   5984.30  8.696895
## 2    8.6     65   10.3   5757.70  8.658293
## 3    8.8     63   10.2   5654.88  8.640274
## 4   10.5     72   16.4  12398.40  9.425323
## 5   10.7     81   18.8  16293.96  9.698550
## 6   10.8     83   19.7  17659.08  9.779005
## 7   11.0     66   15.6  11325.60  9.334821
## 8   11.0     75   18.2  15015.00  9.616805
## 9   11.1     80   22.6  20068.80  9.906922
## 10  11.2     75   19.9  16716.00  9.724122
## 11  11.3     79   24.2  21603.34  9.980603
## 12  11.4     76   21.0  18194.40  9.808869
## 13  11.4     76   21.4  18540.96  9.827738
## 14  11.7     69   21.3  17195.49  9.752402
## 15  12.0     75   19.1  17190.00  9.752083
## 16  12.9     74   22.2  21192.12  9.961385
## 17  12.9     85   33.8  37061.70 10.520339
## 18  13.3     86   27.4  31340.12 10.352654
## 19  13.7     71   25.7  24998.39 10.126567
## 20  13.8     64   24.9  21991.68  9.998419
## 21  14.0     78   34.5  37674.00 10.536725
## 22  14.2     80   31.7  36011.20 10.491585
## 23  14.5     74   36.3  38949.90 10.570031
## 24  16.0     72   38.3  44121.60 10.694705
## 25  16.3     77   42.6  53467.26 10.886825
## 26  17.3     81   55.4  77632.02 11.259735
## 27  17.5     82   55.7  79929.50 11.288900
## 28  17.9     80   58.3  83485.60 11.332429
## 29  18.0     80   51.5  74160.00 11.213980
## 30  18.0     80   51.0  73440.00 11.204224
## 31  20.6     87   77.0 137999.40 11.835005

d <- d %>% mutate(sq = sqrt(tich))

Tạo một cột mới có tên là sq trong data frame d và tính giá trị của cột này bằng cách lấy căn bậc hai của cột tich.

##    Girth Height Volume      tich         l        sq
## 1    8.3     70   10.3   5984.30  8.696895  77.35826
## 2    8.6     65   10.3   5757.70  8.658293  75.87951
## 3    8.8     63   10.2   5654.88  8.640274  75.19894
## 4   10.5     72   16.4  12398.40  9.425323 111.34810
## 5   10.7     81   18.8  16293.96  9.698550 127.64780
## 6   10.8     83   19.7  17659.08  9.779005 132.88747
## 7   11.0     66   15.6  11325.60  9.334821 106.42180
## 8   11.0     75   18.2  15015.00  9.616805 122.53571
## 9   11.1     80   22.6  20068.80  9.906922 141.66439
## 10  11.2     75   19.9  16716.00  9.724122 129.29037
## 11  11.3     79   24.2  21603.34  9.980603 146.98075
## 12  11.4     76   21.0  18194.40  9.808869 134.88662
## 13  11.4     76   21.4  18540.96  9.827738 136.16519
## 14  11.7     69   21.3  17195.49  9.752402 131.13158
## 15  12.0     75   19.1  17190.00  9.752083 131.11064
## 16  12.9     74   22.2  21192.12  9.961385 145.57514
## 17  12.9     85   33.8  37061.70 10.520339 192.51416
## 18  13.3     86   27.4  31340.12 10.352654 177.03141
## 19  13.7     71   25.7  24998.39 10.126567 158.10879
## 20  13.8     64   24.9  21991.68  9.998419 148.29592
## 21  14.0     78   34.5  37674.00 10.536725 194.09791
## 22  14.2     80   31.7  36011.20 10.491585 189.76617
## 23  14.5     74   36.3  38949.90 10.570031 197.35729
## 24  16.0     72   38.3  44121.60 10.694705 210.05142
## 25  16.3     77   42.6  53467.26 10.886825 231.22989
## 26  17.3     81   55.4  77632.02 11.259735 278.62523
## 27  17.5     82   55.7  79929.50 11.288900 282.71806
## 28  17.9     80   58.3  83485.60 11.332429 288.93875
## 29  18.0     80   51.5  74160.00 11.213980 272.32334
## 30  18.0     80   51.0  73440.00 11.204224 270.99815
## 31  20.6     87   77.0 137999.40 11.835005 371.48270

Mã hóa dữ liệu

tmp <- iris

##     Sepal.Length Sepal.Width Petal.Length Petal.Width    Species
## 1            5.1         3.5          1.4         0.2     setosa
## 2            4.9         3.0          1.4         0.2     setosa
## 3            4.7         3.2          1.3         0.2     setosa
## 4            4.6         3.1          1.5         0.2     setosa
## 5            5.0         3.6          1.4         0.2     setosa
## 6            5.4         3.9          1.7         0.4     setosa
## 7            4.6         3.4          1.4         0.3     setosa
## 8            5.0         3.4          1.5         0.2     setosa
## 9            4.4         2.9          1.4         0.2     setosa
## 10           4.9         3.1          1.5         0.1     setosa
## 11           5.4         3.7          1.5         0.2     setosa
## 12           4.8         3.4          1.6         0.2     setosa
## 13           4.8         3.0          1.4         0.1     setosa
## 14           4.3         3.0          1.1         0.1     setosa
## 15           5.8         4.0          1.2         0.2     setosa
## 16           5.7         4.4          1.5         0.4     setosa
## 17           5.4         3.9          1.3         0.4     setosa
## 18           5.1         3.5          1.4         0.3     setosa
## 19           5.7         3.8          1.7         0.3     setosa
## 20           5.1         3.8          1.5         0.3     setosa
## 21           5.4         3.4          1.7         0.2     setosa
## 22           5.1         3.7          1.5         0.4     setosa
## 23           4.6         3.6          1.0         0.2     setosa
## 24           5.1         3.3          1.7         0.5     setosa
## 25           4.8         3.4          1.9         0.2     setosa
## 26           5.0         3.0          1.6         0.2     setosa
## 27           5.0         3.4          1.6         0.4     setosa
## 28           5.2         3.5          1.5         0.2     setosa
## 29           5.2         3.4          1.4         0.2     setosa
## 30           4.7         3.2          1.6         0.2     setosa
## 31           4.8         3.1          1.6         0.2     setosa
## 32           5.4         3.4          1.5         0.4     setosa
## 33           5.2         4.1          1.5         0.1     setosa
## 34           5.5         4.2          1.4         0.2     setosa
## 35           4.9         3.1          1.5         0.2     setosa
## 36           5.0         3.2          1.2         0.2     setosa
## 37           5.5         3.5          1.3         0.2     setosa
## 38           4.9         3.6          1.4         0.1     setosa
## 39           4.4         3.0          1.3         0.2     setosa
## 40           5.1         3.4          1.5         0.2     setosa
## 41           5.0         3.5          1.3         0.3     setosa
## 42           4.5         2.3          1.3         0.3     setosa
## 43           4.4         3.2          1.3         0.2     setosa
## 44           5.0         3.5          1.6         0.6     setosa
## 45           5.1         3.8          1.9         0.4     setosa
## 46           4.8         3.0          1.4         0.3     setosa
## 47           5.1         3.8          1.6         0.2     setosa
## 48           4.6         3.2          1.4         0.2     setosa
## 49           5.3         3.7          1.5         0.2     setosa
## 50           5.0         3.3          1.4         0.2     setosa
## 51           7.0         3.2          4.7         1.4 versicolor
## 52           6.4         3.2          4.5         1.5 versicolor
## 53           6.9         3.1          4.9         1.5 versicolor
## 54           5.5         2.3          4.0         1.3 versicolor
## 55           6.5         2.8          4.6         1.5 versicolor
## 56           5.7         2.8          4.5         1.3 versicolor
## 57           6.3         3.3          4.7         1.6 versicolor
## 58           4.9         2.4          3.3         1.0 versicolor
## 59           6.6         2.9          4.6         1.3 versicolor
## 60           5.2         2.7          3.9         1.4 versicolor
## 61           5.0         2.0          3.5         1.0 versicolor
## 62           5.9         3.0          4.2         1.5 versicolor
## 63           6.0         2.2          4.0         1.0 versicolor
## 64           6.1         2.9          4.7         1.4 versicolor
## 65           5.6         2.9          3.6         1.3 versicolor
## 66           6.7         3.1          4.4         1.4 versicolor
## 67           5.6         3.0          4.5         1.5 versicolor
## 68           5.8         2.7          4.1         1.0 versicolor
## 69           6.2         2.2          4.5         1.5 versicolor
## 70           5.6         2.5          3.9         1.1 versicolor
## 71           5.9         3.2          4.8         1.8 versicolor
## 72           6.1         2.8          4.0         1.3 versicolor
## 73           6.3         2.5          4.9         1.5 versicolor
## 74           6.1         2.8          4.7         1.2 versicolor
## 75           6.4         2.9          4.3         1.3 versicolor
## 76           6.6         3.0          4.4         1.4 versicolor
## 77           6.8         2.8          4.8         1.4 versicolor
## 78           6.7         3.0          5.0         1.7 versicolor
## 79           6.0         2.9          4.5         1.5 versicolor
## 80           5.7         2.6          3.5         1.0 versicolor
## 81           5.5         2.4          3.8         1.1 versicolor
## 82           5.5         2.4          3.7         1.0 versicolor
## 83           5.8         2.7          3.9         1.2 versicolor
## 84           6.0         2.7          5.1         1.6 versicolor
## 85           5.4         3.0          4.5         1.5 versicolor
## 86           6.0         3.4          4.5         1.6 versicolor
## 87           6.7         3.1          4.7         1.5 versicolor
## 88           6.3         2.3          4.4         1.3 versicolor
## 89           5.6         3.0          4.1         1.3 versicolor
## 90           5.5         2.5          4.0         1.3 versicolor
## 91           5.5         2.6          4.4         1.2 versicolor
## 92           6.1         3.0          4.6         1.4 versicolor
## 93           5.8         2.6          4.0         1.2 versicolor
## 94           5.0         2.3          3.3         1.0 versicolor
## 95           5.6         2.7          4.2         1.3 versicolor
## 96           5.7         3.0          4.2         1.2 versicolor
## 97           5.7         2.9          4.2         1.3 versicolor
## 98           6.2         2.9          4.3         1.3 versicolor
## 99           5.1         2.5          3.0         1.1 versicolor
## 100          5.7         2.8          4.1         1.3 versicolor
## 101          6.3         3.3          6.0         2.5  virginica
## 102          5.8         2.7          5.1         1.9  virginica
## 103          7.1         3.0          5.9         2.1  virginica
## 104          6.3         2.9          5.6         1.8  virginica
## 105          6.5         3.0          5.8         2.2  virginica
## 106          7.6         3.0          6.6         2.1  virginica
## 107          4.9         2.5          4.5         1.7  virginica
## 108          7.3         2.9          6.3         1.8  virginica
## 109          6.7         2.5          5.8         1.8  virginica
## 110          7.2         3.6          6.1         2.5  virginica
## 111          6.5         3.2          5.1         2.0  virginica
## 112          6.4         2.7          5.3         1.9  virginica
## 113          6.8         3.0          5.5         2.1  virginica
## 114          5.7         2.5          5.0         2.0  virginica
## 115          5.8         2.8          5.1         2.4  virginica
## 116          6.4         3.2          5.3         2.3  virginica
## 117          6.5         3.0          5.5         1.8  virginica
## 118          7.7         3.8          6.7         2.2  virginica
## 119          7.7         2.6          6.9         2.3  virginica
## 120          6.0         2.2          5.0         1.5  virginica
## 121          6.9         3.2          5.7         2.3  virginica
## 122          5.6         2.8          4.9         2.0  virginica
## 123          7.7         2.8          6.7         2.0  virginica
## 124          6.3         2.7          4.9         1.8  virginica
## 125          6.7         3.3          5.7         2.1  virginica
## 126          7.2         3.2          6.0         1.8  virginica
## 127          6.2         2.8          4.8         1.8  virginica
## 128          6.1         3.0          4.9         1.8  virginica
## 129          6.4         2.8          5.6         2.1  virginica
## 130          7.2         3.0          5.8         1.6  virginica
## 131          7.4         2.8          6.1         1.9  virginica
## 132          7.9         3.8          6.4         2.0  virginica
## 133          6.4         2.8          5.6         2.2  virginica
## 134          6.3         2.8          5.1         1.5  virginica
## 135          6.1         2.6          5.6         1.4  virginica
## 136          7.7         3.0          6.1         2.3  virginica
## 137          6.3         3.4          5.6         2.4  virginica
## 138          6.4         3.1          5.5         1.8  virginica
## 139          6.0         3.0          4.8         1.8  virginica
## 140          6.9         3.1          5.4         2.1  virginica
## 141          6.7         3.1          5.6         2.4  virginica
## 142          6.9         3.1          5.1         2.3  virginica
## 143          5.8         2.7          5.1         1.9  virginica
## 144          6.8         3.2          5.9         2.3  virginica
## 145          6.7         3.3          5.7         2.5  virginica
## 146          6.7         3.0          5.2         2.3  virginica
## 147          6.3         2.5          5.0         1.9  virginica
## 148          6.5         3.0          5.2         2.0  virginica
## 149          6.2         3.4          5.4         2.3  virginica
## 150          5.9         3.0          5.1         1.8  virginica

names(tmp) <- c(‘SL’,‘SW’,‘PL’,‘PW’,‘S’)

Dùng để đổi tên các cột của data frame tmp thành các tên ngắn gọn hơn: ‘SL’, ‘SW’, ‘PL’, ‘PW’ và ‘S’.

## [1] "SL" "SW" "PL" "PW" "S"

tmp$S.Coded <- ifelse(tmp$S == ‘setosa’,‘setosa’,‘Not setosa’)

Tạo một cột mới có tên là S.Coded trong data frame tmp và mã hóa giá trị của cột S: Nếu giá trị trong cột S là ‘setosa’, giữ nguyên giá trị là ‘setosa’ trong cột mới.Nếu giá trị trong cột S khác ‘setosa’, đặt giá trị ‘Not setosa’ trong cột mới.

##      SL  SW  PL  PW          S    S.Coded
## 1   5.1 3.5 1.4 0.2     setosa     setosa
## 2   4.9 3.0 1.4 0.2     setosa     setosa
## 3   4.7 3.2 1.3 0.2     setosa     setosa
## 4   4.6 3.1 1.5 0.2     setosa     setosa
## 5   5.0 3.6 1.4 0.2     setosa     setosa
## 6   5.4 3.9 1.7 0.4     setosa     setosa
## 7   4.6 3.4 1.4 0.3     setosa     setosa
## 8   5.0 3.4 1.5 0.2     setosa     setosa
## 9   4.4 2.9 1.4 0.2     setosa     setosa
## 10  4.9 3.1 1.5 0.1     setosa     setosa
## 11  5.4 3.7 1.5 0.2     setosa     setosa
## 12  4.8 3.4 1.6 0.2     setosa     setosa
## 13  4.8 3.0 1.4 0.1     setosa     setosa
## 14  4.3 3.0 1.1 0.1     setosa     setosa
## 15  5.8 4.0 1.2 0.2     setosa     setosa
## 16  5.7 4.4 1.5 0.4     setosa     setosa
## 17  5.4 3.9 1.3 0.4     setosa     setosa
## 18  5.1 3.5 1.4 0.3     setosa     setosa
## 19  5.7 3.8 1.7 0.3     setosa     setosa
## 20  5.1 3.8 1.5 0.3     setosa     setosa
## 21  5.4 3.4 1.7 0.2     setosa     setosa
## 22  5.1 3.7 1.5 0.4     setosa     setosa
## 23  4.6 3.6 1.0 0.2     setosa     setosa
## 24  5.1 3.3 1.7 0.5     setosa     setosa
## 25  4.8 3.4 1.9 0.2     setosa     setosa
## 26  5.0 3.0 1.6 0.2     setosa     setosa
## 27  5.0 3.4 1.6 0.4     setosa     setosa
## 28  5.2 3.5 1.5 0.2     setosa     setosa
## 29  5.2 3.4 1.4 0.2     setosa     setosa
## 30  4.7 3.2 1.6 0.2     setosa     setosa
## 31  4.8 3.1 1.6 0.2     setosa     setosa
## 32  5.4 3.4 1.5 0.4     setosa     setosa
## 33  5.2 4.1 1.5 0.1     setosa     setosa
## 34  5.5 4.2 1.4 0.2     setosa     setosa
## 35  4.9 3.1 1.5 0.2     setosa     setosa
## 36  5.0 3.2 1.2 0.2     setosa     setosa
## 37  5.5 3.5 1.3 0.2     setosa     setosa
## 38  4.9 3.6 1.4 0.1     setosa     setosa
## 39  4.4 3.0 1.3 0.2     setosa     setosa
## 40  5.1 3.4 1.5 0.2     setosa     setosa
## 41  5.0 3.5 1.3 0.3     setosa     setosa
## 42  4.5 2.3 1.3 0.3     setosa     setosa
## 43  4.4 3.2 1.3 0.2     setosa     setosa
## 44  5.0 3.5 1.6 0.6     setosa     setosa
## 45  5.1 3.8 1.9 0.4     setosa     setosa
## 46  4.8 3.0 1.4 0.3     setosa     setosa
## 47  5.1 3.8 1.6 0.2     setosa     setosa
## 48  4.6 3.2 1.4 0.2     setosa     setosa
## 49  5.3 3.7 1.5 0.2     setosa     setosa
## 50  5.0 3.3 1.4 0.2     setosa     setosa
## 51  7.0 3.2 4.7 1.4 versicolor Not setosa
## 52  6.4 3.2 4.5 1.5 versicolor Not setosa
## 53  6.9 3.1 4.9 1.5 versicolor Not setosa
## 54  5.5 2.3 4.0 1.3 versicolor Not setosa
## 55  6.5 2.8 4.6 1.5 versicolor Not setosa
## 56  5.7 2.8 4.5 1.3 versicolor Not setosa
## 57  6.3 3.3 4.7 1.6 versicolor Not setosa
## 58  4.9 2.4 3.3 1.0 versicolor Not setosa
## 59  6.6 2.9 4.6 1.3 versicolor Not setosa
## 60  5.2 2.7 3.9 1.4 versicolor Not setosa
## 61  5.0 2.0 3.5 1.0 versicolor Not setosa
## 62  5.9 3.0 4.2 1.5 versicolor Not setosa
## 63  6.0 2.2 4.0 1.0 versicolor Not setosa
## 64  6.1 2.9 4.7 1.4 versicolor Not setosa
## 65  5.6 2.9 3.6 1.3 versicolor Not setosa
## 66  6.7 3.1 4.4 1.4 versicolor Not setosa
## 67  5.6 3.0 4.5 1.5 versicolor Not setosa
## 68  5.8 2.7 4.1 1.0 versicolor Not setosa
## 69  6.2 2.2 4.5 1.5 versicolor Not setosa
## 70  5.6 2.5 3.9 1.1 versicolor Not setosa
## 71  5.9 3.2 4.8 1.8 versicolor Not setosa
## 72  6.1 2.8 4.0 1.3 versicolor Not setosa
## 73  6.3 2.5 4.9 1.5 versicolor Not setosa
## 74  6.1 2.8 4.7 1.2 versicolor Not setosa
## 75  6.4 2.9 4.3 1.3 versicolor Not setosa
## 76  6.6 3.0 4.4 1.4 versicolor Not setosa
## 77  6.8 2.8 4.8 1.4 versicolor Not setosa
## 78  6.7 3.0 5.0 1.7 versicolor Not setosa
## 79  6.0 2.9 4.5 1.5 versicolor Not setosa
## 80  5.7 2.6 3.5 1.0 versicolor Not setosa
## 81  5.5 2.4 3.8 1.1 versicolor Not setosa
## 82  5.5 2.4 3.7 1.0 versicolor Not setosa
## 83  5.8 2.7 3.9 1.2 versicolor Not setosa
## 84  6.0 2.7 5.1 1.6 versicolor Not setosa
## 85  5.4 3.0 4.5 1.5 versicolor Not setosa
## 86  6.0 3.4 4.5 1.6 versicolor Not setosa
## 87  6.7 3.1 4.7 1.5 versicolor Not setosa
## 88  6.3 2.3 4.4 1.3 versicolor Not setosa
## 89  5.6 3.0 4.1 1.3 versicolor Not setosa
## 90  5.5 2.5 4.0 1.3 versicolor Not setosa
## 91  5.5 2.6 4.4 1.2 versicolor Not setosa
## 92  6.1 3.0 4.6 1.4 versicolor Not setosa
## 93  5.8 2.6 4.0 1.2 versicolor Not setosa
## 94  5.0 2.3 3.3 1.0 versicolor Not setosa
## 95  5.6 2.7 4.2 1.3 versicolor Not setosa
## 96  5.7 3.0 4.2 1.2 versicolor Not setosa
## 97  5.7 2.9 4.2 1.3 versicolor Not setosa
## 98  6.2 2.9 4.3 1.3 versicolor Not setosa
## 99  5.1 2.5 3.0 1.1 versicolor Not setosa
## 100 5.7 2.8 4.1 1.3 versicolor Not setosa
## 101 6.3 3.3 6.0 2.5  virginica Not setosa
## 102 5.8 2.7 5.1 1.9  virginica Not setosa
## 103 7.1 3.0 5.9 2.1  virginica Not setosa
## 104 6.3 2.9 5.6 1.8  virginica Not setosa
## 105 6.5 3.0 5.8 2.2  virginica Not setosa
## 106 7.6 3.0 6.6 2.1  virginica Not setosa
## 107 4.9 2.5 4.5 1.7  virginica Not setosa
## 108 7.3 2.9 6.3 1.8  virginica Not setosa
## 109 6.7 2.5 5.8 1.8  virginica Not setosa
## 110 7.2 3.6 6.1 2.5  virginica Not setosa
## 111 6.5 3.2 5.1 2.0  virginica Not setosa
## 112 6.4 2.7 5.3 1.9  virginica Not setosa
## 113 6.8 3.0 5.5 2.1  virginica Not setosa
## 114 5.7 2.5 5.0 2.0  virginica Not setosa
## 115 5.8 2.8 5.1 2.4  virginica Not setosa
## 116 6.4 3.2 5.3 2.3  virginica Not setosa
## 117 6.5 3.0 5.5 1.8  virginica Not setosa
## 118 7.7 3.8 6.7 2.2  virginica Not setosa
## 119 7.7 2.6 6.9 2.3  virginica Not setosa
## 120 6.0 2.2 5.0 1.5  virginica Not setosa
## 121 6.9 3.2 5.7 2.3  virginica Not setosa
## 122 5.6 2.8 4.9 2.0  virginica Not setosa
## 123 7.7 2.8 6.7 2.0  virginica Not setosa
## 124 6.3 2.7 4.9 1.8  virginica Not setosa
## 125 6.7 3.3 5.7 2.1  virginica Not setosa
## 126 7.2 3.2 6.0 1.8  virginica Not setosa
## 127 6.2 2.8 4.8 1.8  virginica Not setosa
## 128 6.1 3.0 4.9 1.8  virginica Not setosa
## 129 6.4 2.8 5.6 2.1  virginica Not setosa
## 130 7.2 3.0 5.8 1.6  virginica Not setosa
## 131 7.4 2.8 6.1 1.9  virginica Not setosa
## 132 7.9 3.8 6.4 2.0  virginica Not setosa
## 133 6.4 2.8 5.6 2.2  virginica Not setosa
## 134 6.3 2.8 5.1 1.5  virginica Not setosa
## 135 6.1 2.6 5.6 1.4  virginica Not setosa
## 136 7.7 3.0 6.1 2.3  virginica Not setosa
## 137 6.3 3.4 5.6 2.4  virginica Not setosa
## 138 6.4 3.1 5.5 1.8  virginica Not setosa
## 139 6.0 3.0 4.8 1.8  virginica Not setosa
## 140 6.9 3.1 5.4 2.1  virginica Not setosa
## 141 6.7 3.1 5.6 2.4  virginica Not setosa
## 142 6.9 3.1 5.1 2.3  virginica Not setosa
## 143 5.8 2.7 5.1 1.9  virginica Not setosa
## 144 6.8 3.2 5.9 2.3  virginica Not setosa
## 145 6.7 3.3 5.7 2.5  virginica Not setosa
## 146 6.7 3.0 5.2 2.3  virginica Not setosa
## 147 6.3 2.5 5.0 1.9  virginica Not setosa
## 148 6.5 3.0 5.2 2.0  virginica Not setosa
## 149 6.2 3.4 5.4 2.3  virginica Not setosa
## 150 5.9 3.0 5.1 1.8  virginica Not setosa

tmp$S.Coded1 <- recode(tmp$S,setosa = ‘Loại 1’, versicolor = ‘Loại 2’)

Tạo một cột mới có tên là S.Coded1 trong data frame tmp và mã hóa giá trị của cột S: Nếu giá trị trong cột S là ‘setosa’, gán giá trị ‘Loại 1’ trong cột mới. Nếu giá trị trong cột S là ‘versicolor’, gán giá trị ‘Loại 2’ trong cột mới.

##      SL  SW  PL  PW          S    S.Coded  S.Coded1
## 1   5.1 3.5 1.4 0.2     setosa     setosa    Loại 1
## 2   4.9 3.0 1.4 0.2     setosa     setosa    Loại 1
## 3   4.7 3.2 1.3 0.2     setosa     setosa    Loại 1
## 4   4.6 3.1 1.5 0.2     setosa     setosa    Loại 1
## 5   5.0 3.6 1.4 0.2     setosa     setosa    Loại 1
## 6   5.4 3.9 1.7 0.4     setosa     setosa    Loại 1
## 7   4.6 3.4 1.4 0.3     setosa     setosa    Loại 1
## 8   5.0 3.4 1.5 0.2     setosa     setosa    Loại 1
## 9   4.4 2.9 1.4 0.2     setosa     setosa    Loại 1
## 10  4.9 3.1 1.5 0.1     setosa     setosa    Loại 1
## 11  5.4 3.7 1.5 0.2     setosa     setosa    Loại 1
## 12  4.8 3.4 1.6 0.2     setosa     setosa    Loại 1
## 13  4.8 3.0 1.4 0.1     setosa     setosa    Loại 1
## 14  4.3 3.0 1.1 0.1     setosa     setosa    Loại 1
## 15  5.8 4.0 1.2 0.2     setosa     setosa    Loại 1
## 16  5.7 4.4 1.5 0.4     setosa     setosa    Loại 1
## 17  5.4 3.9 1.3 0.4     setosa     setosa    Loại 1
## 18  5.1 3.5 1.4 0.3     setosa     setosa    Loại 1
## 19  5.7 3.8 1.7 0.3     setosa     setosa    Loại 1
## 20  5.1 3.8 1.5 0.3     setosa     setosa    Loại 1
## 21  5.4 3.4 1.7 0.2     setosa     setosa    Loại 1
## 22  5.1 3.7 1.5 0.4     setosa     setosa    Loại 1
## 23  4.6 3.6 1.0 0.2     setosa     setosa    Loại 1
## 24  5.1 3.3 1.7 0.5     setosa     setosa    Loại 1
## 25  4.8 3.4 1.9 0.2     setosa     setosa    Loại 1
## 26  5.0 3.0 1.6 0.2     setosa     setosa    Loại 1
## 27  5.0 3.4 1.6 0.4     setosa     setosa    Loại 1
## 28  5.2 3.5 1.5 0.2     setosa     setosa    Loại 1
## 29  5.2 3.4 1.4 0.2     setosa     setosa    Loại 1
## 30  4.7 3.2 1.6 0.2     setosa     setosa    Loại 1
## 31  4.8 3.1 1.6 0.2     setosa     setosa    Loại 1
## 32  5.4 3.4 1.5 0.4     setosa     setosa    Loại 1
## 33  5.2 4.1 1.5 0.1     setosa     setosa    Loại 1
## 34  5.5 4.2 1.4 0.2     setosa     setosa    Loại 1
## 35  4.9 3.1 1.5 0.2     setosa     setosa    Loại 1
## 36  5.0 3.2 1.2 0.2     setosa     setosa    Loại 1
## 37  5.5 3.5 1.3 0.2     setosa     setosa    Loại 1
## 38  4.9 3.6 1.4 0.1     setosa     setosa    Loại 1
## 39  4.4 3.0 1.3 0.2     setosa     setosa    Loại 1
## 40  5.1 3.4 1.5 0.2     setosa     setosa    Loại 1
## 41  5.0 3.5 1.3 0.3     setosa     setosa    Loại 1
## 42  4.5 2.3 1.3 0.3     setosa     setosa    Loại 1
## 43  4.4 3.2 1.3 0.2     setosa     setosa    Loại 1
## 44  5.0 3.5 1.6 0.6     setosa     setosa    Loại 1
## 45  5.1 3.8 1.9 0.4     setosa     setosa    Loại 1
## 46  4.8 3.0 1.4 0.3     setosa     setosa    Loại 1
## 47  5.1 3.8 1.6 0.2     setosa     setosa    Loại 1
## 48  4.6 3.2 1.4 0.2     setosa     setosa    Loại 1
## 49  5.3 3.7 1.5 0.2     setosa     setosa    Loại 1
## 50  5.0 3.3 1.4 0.2     setosa     setosa    Loại 1
## 51  7.0 3.2 4.7 1.4 versicolor Not setosa    Loại 2
## 52  6.4 3.2 4.5 1.5 versicolor Not setosa    Loại 2
## 53  6.9 3.1 4.9 1.5 versicolor Not setosa    Loại 2
## 54  5.5 2.3 4.0 1.3 versicolor Not setosa    Loại 2
## 55  6.5 2.8 4.6 1.5 versicolor Not setosa    Loại 2
## 56  5.7 2.8 4.5 1.3 versicolor Not setosa    Loại 2
## 57  6.3 3.3 4.7 1.6 versicolor Not setosa    Loại 2
## 58  4.9 2.4 3.3 1.0 versicolor Not setosa    Loại 2
## 59  6.6 2.9 4.6 1.3 versicolor Not setosa    Loại 2
## 60  5.2 2.7 3.9 1.4 versicolor Not setosa    Loại 2
## 61  5.0 2.0 3.5 1.0 versicolor Not setosa    Loại 2
## 62  5.9 3.0 4.2 1.5 versicolor Not setosa    Loại 2
## 63  6.0 2.2 4.0 1.0 versicolor Not setosa    Loại 2
## 64  6.1 2.9 4.7 1.4 versicolor Not setosa    Loại 2
## 65  5.6 2.9 3.6 1.3 versicolor Not setosa    Loại 2
## 66  6.7 3.1 4.4 1.4 versicolor Not setosa    Loại 2
## 67  5.6 3.0 4.5 1.5 versicolor Not setosa    Loại 2
## 68  5.8 2.7 4.1 1.0 versicolor Not setosa    Loại 2
## 69  6.2 2.2 4.5 1.5 versicolor Not setosa    Loại 2
## 70  5.6 2.5 3.9 1.1 versicolor Not setosa    Loại 2
## 71  5.9 3.2 4.8 1.8 versicolor Not setosa    Loại 2
## 72  6.1 2.8 4.0 1.3 versicolor Not setosa    Loại 2
## 73  6.3 2.5 4.9 1.5 versicolor Not setosa    Loại 2
## 74  6.1 2.8 4.7 1.2 versicolor Not setosa    Loại 2
## 75  6.4 2.9 4.3 1.3 versicolor Not setosa    Loại 2
## 76  6.6 3.0 4.4 1.4 versicolor Not setosa    Loại 2
## 77  6.8 2.8 4.8 1.4 versicolor Not setosa    Loại 2
## 78  6.7 3.0 5.0 1.7 versicolor Not setosa    Loại 2
## 79  6.0 2.9 4.5 1.5 versicolor Not setosa    Loại 2
## 80  5.7 2.6 3.5 1.0 versicolor Not setosa    Loại 2
## 81  5.5 2.4 3.8 1.1 versicolor Not setosa    Loại 2
## 82  5.5 2.4 3.7 1.0 versicolor Not setosa    Loại 2
## 83  5.8 2.7 3.9 1.2 versicolor Not setosa    Loại 2
## 84  6.0 2.7 5.1 1.6 versicolor Not setosa    Loại 2
## 85  5.4 3.0 4.5 1.5 versicolor Not setosa    Loại 2
## 86  6.0 3.4 4.5 1.6 versicolor Not setosa    Loại 2
## 87  6.7 3.1 4.7 1.5 versicolor Not setosa    Loại 2
## 88  6.3 2.3 4.4 1.3 versicolor Not setosa    Loại 2
## 89  5.6 3.0 4.1 1.3 versicolor Not setosa    Loại 2
## 90  5.5 2.5 4.0 1.3 versicolor Not setosa    Loại 2
## 91  5.5 2.6 4.4 1.2 versicolor Not setosa    Loại 2
## 92  6.1 3.0 4.6 1.4 versicolor Not setosa    Loại 2
## 93  5.8 2.6 4.0 1.2 versicolor Not setosa    Loại 2
## 94  5.0 2.3 3.3 1.0 versicolor Not setosa    Loại 2
## 95  5.6 2.7 4.2 1.3 versicolor Not setosa    Loại 2
## 96  5.7 3.0 4.2 1.2 versicolor Not setosa    Loại 2
## 97  5.7 2.9 4.2 1.3 versicolor Not setosa    Loại 2
## 98  6.2 2.9 4.3 1.3 versicolor Not setosa    Loại 2
## 99  5.1 2.5 3.0 1.1 versicolor Not setosa    Loại 2
## 100 5.7 2.8 4.1 1.3 versicolor Not setosa    Loại 2
## 101 6.3 3.3 6.0 2.5  virginica Not setosa virginica
## 102 5.8 2.7 5.1 1.9  virginica Not setosa virginica
## 103 7.1 3.0 5.9 2.1  virginica Not setosa virginica
## 104 6.3 2.9 5.6 1.8  virginica Not setosa virginica
## 105 6.5 3.0 5.8 2.2  virginica Not setosa virginica
## 106 7.6 3.0 6.6 2.1  virginica Not setosa virginica
## 107 4.9 2.5 4.5 1.7  virginica Not setosa virginica
## 108 7.3 2.9 6.3 1.8  virginica Not setosa virginica
## 109 6.7 2.5 5.8 1.8  virginica Not setosa virginica
## 110 7.2 3.6 6.1 2.5  virginica Not setosa virginica
## 111 6.5 3.2 5.1 2.0  virginica Not setosa virginica
## 112 6.4 2.7 5.3 1.9  virginica Not setosa virginica
## 113 6.8 3.0 5.5 2.1  virginica Not setosa virginica
## 114 5.7 2.5 5.0 2.0  virginica Not setosa virginica
## 115 5.8 2.8 5.1 2.4  virginica Not setosa virginica
## 116 6.4 3.2 5.3 2.3  virginica Not setosa virginica
## 117 6.5 3.0 5.5 1.8  virginica Not setosa virginica
## 118 7.7 3.8 6.7 2.2  virginica Not setosa virginica
## 119 7.7 2.6 6.9 2.3  virginica Not setosa virginica
## 120 6.0 2.2 5.0 1.5  virginica Not setosa virginica
## 121 6.9 3.2 5.7 2.3  virginica Not setosa virginica
## 122 5.6 2.8 4.9 2.0  virginica Not setosa virginica
## 123 7.7 2.8 6.7 2.0  virginica Not setosa virginica
## 124 6.3 2.7 4.9 1.8  virginica Not setosa virginica
## 125 6.7 3.3 5.7 2.1  virginica Not setosa virginica
## 126 7.2 3.2 6.0 1.8  virginica Not setosa virginica
## 127 6.2 2.8 4.8 1.8  virginica Not setosa virginica
## 128 6.1 3.0 4.9 1.8  virginica Not setosa virginica
## 129 6.4 2.8 5.6 2.1  virginica Not setosa virginica
## 130 7.2 3.0 5.8 1.6  virginica Not setosa virginica
## 131 7.4 2.8 6.1 1.9  virginica Not setosa virginica
## 132 7.9 3.8 6.4 2.0  virginica Not setosa virginica
## 133 6.4 2.8 5.6 2.2  virginica Not setosa virginica
## 134 6.3 2.8 5.1 1.5  virginica Not setosa virginica
## 135 6.1 2.6 5.6 1.4  virginica Not setosa virginica
## 136 7.7 3.0 6.1 2.3  virginica Not setosa virginica
## 137 6.3 3.4 5.6 2.4  virginica Not setosa virginica
## 138 6.4 3.1 5.5 1.8  virginica Not setosa virginica
## 139 6.0 3.0 4.8 1.8  virginica Not setosa virginica
## 140 6.9 3.1 5.4 2.1  virginica Not setosa virginica
## 141 6.7 3.1 5.6 2.4  virginica Not setosa virginica
## 142 6.9 3.1 5.1 2.3  virginica Not setosa virginica
## 143 5.8 2.7 5.1 1.9  virginica Not setosa virginica
## 144 6.8 3.2 5.9 2.3  virginica Not setosa virginica
## 145 6.7 3.3 5.7 2.5  virginica Not setosa virginica
## 146 6.7 3.0 5.2 2.3  virginica Not setosa virginica
## 147 6.3 2.5 5.0 1.9  virginica Not setosa virginica
## 148 6.5 3.0 5.2 2.0  virginica Not setosa virginica
## 149 6.2 3.4 5.4 2.3  virginica Not setosa virginica
## 150 5.9 3.0 5.1 1.8  virginica Not setosa virginica

tmp$SL.Coded <- ifelse(tmp$SL >= 5,‘Đạt’, ‘Không đạt’)

Tạo một cột mới có tên là SL.Coded trong data frame tmp và mã hóa giá trị của cột SL: Nếu giá trị trong cột SL lớn hơn hoặc bằng 5, gán giá trị ‘Đạt’ trong cột mới.Nếu giá trị trong cột SL nhỏ hơn 5, gán giá trị ‘Không đạt’ trong cột mới.

##      SL  SW  PL  PW          S    S.Coded  S.Coded1  SL.Coded
## 1   5.1 3.5 1.4 0.2     setosa     setosa    Loại 1       Đạt
## 2   4.9 3.0 1.4 0.2     setosa     setosa    Loại 1 Không đạt
## 3   4.7 3.2 1.3 0.2     setosa     setosa    Loại 1 Không đạt
## 4   4.6 3.1 1.5 0.2     setosa     setosa    Loại 1 Không đạt
## 5   5.0 3.6 1.4 0.2     setosa     setosa    Loại 1       Đạt
## 6   5.4 3.9 1.7 0.4     setosa     setosa    Loại 1       Đạt
## 7   4.6 3.4 1.4 0.3     setosa     setosa    Loại 1 Không đạt
## 8   5.0 3.4 1.5 0.2     setosa     setosa    Loại 1       Đạt
## 9   4.4 2.9 1.4 0.2     setosa     setosa    Loại 1 Không đạt
## 10  4.9 3.1 1.5 0.1     setosa     setosa    Loại 1 Không đạt
## 11  5.4 3.7 1.5 0.2     setosa     setosa    Loại 1       Đạt
## 12  4.8 3.4 1.6 0.2     setosa     setosa    Loại 1 Không đạt
## 13  4.8 3.0 1.4 0.1     setosa     setosa    Loại 1 Không đạt
## 14  4.3 3.0 1.1 0.1     setosa     setosa    Loại 1 Không đạt
## 15  5.8 4.0 1.2 0.2     setosa     setosa    Loại 1       Đạt
## 16  5.7 4.4 1.5 0.4     setosa     setosa    Loại 1       Đạt
## 17  5.4 3.9 1.3 0.4     setosa     setosa    Loại 1       Đạt
## 18  5.1 3.5 1.4 0.3     setosa     setosa    Loại 1       Đạt
## 19  5.7 3.8 1.7 0.3     setosa     setosa    Loại 1       Đạt
## 20  5.1 3.8 1.5 0.3     setosa     setosa    Loại 1       Đạt
## 21  5.4 3.4 1.7 0.2     setosa     setosa    Loại 1       Đạt
## 22  5.1 3.7 1.5 0.4     setosa     setosa    Loại 1       Đạt
## 23  4.6 3.6 1.0 0.2     setosa     setosa    Loại 1 Không đạt
## 24  5.1 3.3 1.7 0.5     setosa     setosa    Loại 1       Đạt
## 25  4.8 3.4 1.9 0.2     setosa     setosa    Loại 1 Không đạt
## 26  5.0 3.0 1.6 0.2     setosa     setosa    Loại 1       Đạt
## 27  5.0 3.4 1.6 0.4     setosa     setosa    Loại 1       Đạt
## 28  5.2 3.5 1.5 0.2     setosa     setosa    Loại 1       Đạt
## 29  5.2 3.4 1.4 0.2     setosa     setosa    Loại 1       Đạt
## 30  4.7 3.2 1.6 0.2     setosa     setosa    Loại 1 Không đạt
## 31  4.8 3.1 1.6 0.2     setosa     setosa    Loại 1 Không đạt
## 32  5.4 3.4 1.5 0.4     setosa     setosa    Loại 1       Đạt
## 33  5.2 4.1 1.5 0.1     setosa     setosa    Loại 1       Đạt
## 34  5.5 4.2 1.4 0.2     setosa     setosa    Loại 1       Đạt
## 35  4.9 3.1 1.5 0.2     setosa     setosa    Loại 1 Không đạt
## 36  5.0 3.2 1.2 0.2     setosa     setosa    Loại 1       Đạt
## 37  5.5 3.5 1.3 0.2     setosa     setosa    Loại 1       Đạt
## 38  4.9 3.6 1.4 0.1     setosa     setosa    Loại 1 Không đạt
## 39  4.4 3.0 1.3 0.2     setosa     setosa    Loại 1 Không đạt
## 40  5.1 3.4 1.5 0.2     setosa     setosa    Loại 1       Đạt
## 41  5.0 3.5 1.3 0.3     setosa     setosa    Loại 1       Đạt
## 42  4.5 2.3 1.3 0.3     setosa     setosa    Loại 1 Không đạt
## 43  4.4 3.2 1.3 0.2     setosa     setosa    Loại 1 Không đạt
## 44  5.0 3.5 1.6 0.6     setosa     setosa    Loại 1       Đạt
## 45  5.1 3.8 1.9 0.4     setosa     setosa    Loại 1       Đạt
## 46  4.8 3.0 1.4 0.3     setosa     setosa    Loại 1 Không đạt
## 47  5.1 3.8 1.6 0.2     setosa     setosa    Loại 1       Đạt
## 48  4.6 3.2 1.4 0.2     setosa     setosa    Loại 1 Không đạt
## 49  5.3 3.7 1.5 0.2     setosa     setosa    Loại 1       Đạt
## 50  5.0 3.3 1.4 0.2     setosa     setosa    Loại 1       Đạt
## 51  7.0 3.2 4.7 1.4 versicolor Not setosa    Loại 2       Đạt
## 52  6.4 3.2 4.5 1.5 versicolor Not setosa    Loại 2       Đạt
## 53  6.9 3.1 4.9 1.5 versicolor Not setosa    Loại 2       Đạt
## 54  5.5 2.3 4.0 1.3 versicolor Not setosa    Loại 2       Đạt
## 55  6.5 2.8 4.6 1.5 versicolor Not setosa    Loại 2       Đạt
## 56  5.7 2.8 4.5 1.3 versicolor Not setosa    Loại 2       Đạt
## 57  6.3 3.3 4.7 1.6 versicolor Not setosa    Loại 2       Đạt
## 58  4.9 2.4 3.3 1.0 versicolor Not setosa    Loại 2 Không đạt
## 59  6.6 2.9 4.6 1.3 versicolor Not setosa    Loại 2       Đạt
## 60  5.2 2.7 3.9 1.4 versicolor Not setosa    Loại 2       Đạt
## 61  5.0 2.0 3.5 1.0 versicolor Not setosa    Loại 2       Đạt
## 62  5.9 3.0 4.2 1.5 versicolor Not setosa    Loại 2       Đạt
## 63  6.0 2.2 4.0 1.0 versicolor Not setosa    Loại 2       Đạt
## 64  6.1 2.9 4.7 1.4 versicolor Not setosa    Loại 2       Đạt
## 65  5.6 2.9 3.6 1.3 versicolor Not setosa    Loại 2       Đạt
## 66  6.7 3.1 4.4 1.4 versicolor Not setosa    Loại 2       Đạt
## 67  5.6 3.0 4.5 1.5 versicolor Not setosa    Loại 2       Đạt
## 68  5.8 2.7 4.1 1.0 versicolor Not setosa    Loại 2       Đạt
## 69  6.2 2.2 4.5 1.5 versicolor Not setosa    Loại 2       Đạt
## 70  5.6 2.5 3.9 1.1 versicolor Not setosa    Loại 2       Đạt
## 71  5.9 3.2 4.8 1.8 versicolor Not setosa    Loại 2       Đạt
## 72  6.1 2.8 4.0 1.3 versicolor Not setosa    Loại 2       Đạt
## 73  6.3 2.5 4.9 1.5 versicolor Not setosa    Loại 2       Đạt
## 74  6.1 2.8 4.7 1.2 versicolor Not setosa    Loại 2       Đạt
## 75  6.4 2.9 4.3 1.3 versicolor Not setosa    Loại 2       Đạt
## 76  6.6 3.0 4.4 1.4 versicolor Not setosa    Loại 2       Đạt
## 77  6.8 2.8 4.8 1.4 versicolor Not setosa    Loại 2       Đạt
## 78  6.7 3.0 5.0 1.7 versicolor Not setosa    Loại 2       Đạt
## 79  6.0 2.9 4.5 1.5 versicolor Not setosa    Loại 2       Đạt
## 80  5.7 2.6 3.5 1.0 versicolor Not setosa    Loại 2       Đạt
## 81  5.5 2.4 3.8 1.1 versicolor Not setosa    Loại 2       Đạt
## 82  5.5 2.4 3.7 1.0 versicolor Not setosa    Loại 2       Đạt
## 83  5.8 2.7 3.9 1.2 versicolor Not setosa    Loại 2       Đạt
## 84  6.0 2.7 5.1 1.6 versicolor Not setosa    Loại 2       Đạt
## 85  5.4 3.0 4.5 1.5 versicolor Not setosa    Loại 2       Đạt
## 86  6.0 3.4 4.5 1.6 versicolor Not setosa    Loại 2       Đạt
## 87  6.7 3.1 4.7 1.5 versicolor Not setosa    Loại 2       Đạt
## 88  6.3 2.3 4.4 1.3 versicolor Not setosa    Loại 2       Đạt
## 89  5.6 3.0 4.1 1.3 versicolor Not setosa    Loại 2       Đạt
## 90  5.5 2.5 4.0 1.3 versicolor Not setosa    Loại 2       Đạt
## 91  5.5 2.6 4.4 1.2 versicolor Not setosa    Loại 2       Đạt
## 92  6.1 3.0 4.6 1.4 versicolor Not setosa    Loại 2       Đạt
## 93  5.8 2.6 4.0 1.2 versicolor Not setosa    Loại 2       Đạt
## 94  5.0 2.3 3.3 1.0 versicolor Not setosa    Loại 2       Đạt
## 95  5.6 2.7 4.2 1.3 versicolor Not setosa    Loại 2       Đạt
## 96  5.7 3.0 4.2 1.2 versicolor Not setosa    Loại 2       Đạt
## 97  5.7 2.9 4.2 1.3 versicolor Not setosa    Loại 2       Đạt
## 98  6.2 2.9 4.3 1.3 versicolor Not setosa    Loại 2       Đạt
## 99  5.1 2.5 3.0 1.1 versicolor Not setosa    Loại 2       Đạt
## 100 5.7 2.8 4.1 1.3 versicolor Not setosa    Loại 2       Đạt
## 101 6.3 3.3 6.0 2.5  virginica Not setosa virginica       Đạt
## 102 5.8 2.7 5.1 1.9  virginica Not setosa virginica       Đạt
## 103 7.1 3.0 5.9 2.1  virginica Not setosa virginica       Đạt
## 104 6.3 2.9 5.6 1.8  virginica Not setosa virginica       Đạt
## 105 6.5 3.0 5.8 2.2  virginica Not setosa virginica       Đạt
## 106 7.6 3.0 6.6 2.1  virginica Not setosa virginica       Đạt
## 107 4.9 2.5 4.5 1.7  virginica Not setosa virginica Không đạt
## 108 7.3 2.9 6.3 1.8  virginica Not setosa virginica       Đạt
## 109 6.7 2.5 5.8 1.8  virginica Not setosa virginica       Đạt
## 110 7.2 3.6 6.1 2.5  virginica Not setosa virginica       Đạt
## 111 6.5 3.2 5.1 2.0  virginica Not setosa virginica       Đạt
## 112 6.4 2.7 5.3 1.9  virginica Not setosa virginica       Đạt
## 113 6.8 3.0 5.5 2.1  virginica Not setosa virginica       Đạt
## 114 5.7 2.5 5.0 2.0  virginica Not setosa virginica       Đạt
## 115 5.8 2.8 5.1 2.4  virginica Not setosa virginica       Đạt
## 116 6.4 3.2 5.3 2.3  virginica Not setosa virginica       Đạt
## 117 6.5 3.0 5.5 1.8  virginica Not setosa virginica       Đạt
## 118 7.7 3.8 6.7 2.2  virginica Not setosa virginica       Đạt
## 119 7.7 2.6 6.9 2.3  virginica Not setosa virginica       Đạt
## 120 6.0 2.2 5.0 1.5  virginica Not setosa virginica       Đạt
## 121 6.9 3.2 5.7 2.3  virginica Not setosa virginica       Đạt
## 122 5.6 2.8 4.9 2.0  virginica Not setosa virginica       Đạt
## 123 7.7 2.8 6.7 2.0  virginica Not setosa virginica       Đạt
## 124 6.3 2.7 4.9 1.8  virginica Not setosa virginica       Đạt
## 125 6.7 3.3 5.7 2.1  virginica Not setosa virginica       Đạt
## 126 7.2 3.2 6.0 1.8  virginica Not setosa virginica       Đạt
## 127 6.2 2.8 4.8 1.8  virginica Not setosa virginica       Đạt
## 128 6.1 3.0 4.9 1.8  virginica Not setosa virginica       Đạt
## 129 6.4 2.8 5.6 2.1  virginica Not setosa virginica       Đạt
## 130 7.2 3.0 5.8 1.6  virginica Not setosa virginica       Đạt
## 131 7.4 2.8 6.1 1.9  virginica Not setosa virginica       Đạt
## 132 7.9 3.8 6.4 2.0  virginica Not setosa virginica       Đạt
## 133 6.4 2.8 5.6 2.2  virginica Not setosa virginica       Đạt
## 134 6.3 2.8 5.1 1.5  virginica Not setosa virginica       Đạt
## 135 6.1 2.6 5.6 1.4  virginica Not setosa virginica       Đạt
## 136 7.7 3.0 6.1 2.3  virginica Not setosa virginica       Đạt
## 137 6.3 3.4 5.6 2.4  virginica Not setosa virginica       Đạt
## 138 6.4 3.1 5.5 1.8  virginica Not setosa virginica       Đạt
## 139 6.0 3.0 4.8 1.8  virginica Not setosa virginica       Đạt
## 140 6.9 3.1 5.4 2.1  virginica Not setosa virginica       Đạt
## 141 6.7 3.1 5.6 2.4  virginica Not setosa virginica       Đạt
## 142 6.9 3.1 5.1 2.3  virginica Not setosa virginica       Đạt
## 143 5.8 2.7 5.1 1.9  virginica Not setosa virginica       Đạt
## 144 6.8 3.2 5.9 2.3  virginica Not setosa virginica       Đạt
## 145 6.7 3.3 5.7 2.5  virginica Not setosa virginica       Đạt
## 146 6.7 3.0 5.2 2.3  virginica Not setosa virginica       Đạt
## 147 6.3 2.5 5.0 1.9  virginica Not setosa virginica       Đạt
## 148 6.5 3.0 5.2 2.0  virginica Not setosa virginica       Đạt
## 149 6.2 3.4 5.4 2.3  virginica Not setosa virginica       Đạt
## 150 5.9 3.0 5.1 1.8  virginica Not setosa virginica       Đạt

tmp$SL.Coded1 <- ifelse(tmp$SL >= 5 & tmp$SL <= 6, ‘Nhận’, ‘Loại’)

Tạo một cột mới có tên là SL.Coded1 trong data frame tmp và mã hóa giá trị của cột SL: Nếu giá trị trong cột SL nằm trong khoảng từ 5 đến 6, gán giá trị ‘Nhận’ trong cột mới. Nếu giá trị trong cột SL nằm ngoài khoảng từ 5 đến 6, gán giá trị ‘Loại’ trong cột mới.

##      SL  SW  PL  PW          S    S.Coded  S.Coded1  SL.Coded SL.Coded1
## 1   5.1 3.5 1.4 0.2     setosa     setosa    Loại 1       Đạt      Nhận
## 2   4.9 3.0 1.4 0.2     setosa     setosa    Loại 1 Không đạt      Loại
## 3   4.7 3.2 1.3 0.2     setosa     setosa    Loại 1 Không đạt      Loại
## 4   4.6 3.1 1.5 0.2     setosa     setosa    Loại 1 Không đạt      Loại
## 5   5.0 3.6 1.4 0.2     setosa     setosa    Loại 1       Đạt      Nhận
## 6   5.4 3.9 1.7 0.4     setosa     setosa    Loại 1       Đạt      Nhận
## 7   4.6 3.4 1.4 0.3     setosa     setosa    Loại 1 Không đạt      Loại
## 8   5.0 3.4 1.5 0.2     setosa     setosa    Loại 1       Đạt      Nhận
## 9   4.4 2.9 1.4 0.2     setosa     setosa    Loại 1 Không đạt      Loại
## 10  4.9 3.1 1.5 0.1     setosa     setosa    Loại 1 Không đạt      Loại
## 11  5.4 3.7 1.5 0.2     setosa     setosa    Loại 1       Đạt      Nhận
## 12  4.8 3.4 1.6 0.2     setosa     setosa    Loại 1 Không đạt      Loại
## 13  4.8 3.0 1.4 0.1     setosa     setosa    Loại 1 Không đạt      Loại
## 14  4.3 3.0 1.1 0.1     setosa     setosa    Loại 1 Không đạt      Loại
## 15  5.8 4.0 1.2 0.2     setosa     setosa    Loại 1       Đạt      Nhận
## 16  5.7 4.4 1.5 0.4     setosa     setosa    Loại 1       Đạt      Nhận
## 17  5.4 3.9 1.3 0.4     setosa     setosa    Loại 1       Đạt      Nhận
## 18  5.1 3.5 1.4 0.3     setosa     setosa    Loại 1       Đạt      Nhận
## 19  5.7 3.8 1.7 0.3     setosa     setosa    Loại 1       Đạt      Nhận
## 20  5.1 3.8 1.5 0.3     setosa     setosa    Loại 1       Đạt      Nhận
## 21  5.4 3.4 1.7 0.2     setosa     setosa    Loại 1       Đạt      Nhận
## 22  5.1 3.7 1.5 0.4     setosa     setosa    Loại 1       Đạt      Nhận
## 23  4.6 3.6 1.0 0.2     setosa     setosa    Loại 1 Không đạt      Loại
## 24  5.1 3.3 1.7 0.5     setosa     setosa    Loại 1       Đạt      Nhận
## 25  4.8 3.4 1.9 0.2     setosa     setosa    Loại 1 Không đạt      Loại
## 26  5.0 3.0 1.6 0.2     setosa     setosa    Loại 1       Đạt      Nhận
## 27  5.0 3.4 1.6 0.4     setosa     setosa    Loại 1       Đạt      Nhận
## 28  5.2 3.5 1.5 0.2     setosa     setosa    Loại 1       Đạt      Nhận
## 29  5.2 3.4 1.4 0.2     setosa     setosa    Loại 1       Đạt      Nhận
## 30  4.7 3.2 1.6 0.2     setosa     setosa    Loại 1 Không đạt      Loại
## 31  4.8 3.1 1.6 0.2     setosa     setosa    Loại 1 Không đạt      Loại
## 32  5.4 3.4 1.5 0.4     setosa     setosa    Loại 1       Đạt      Nhận
## 33  5.2 4.1 1.5 0.1     setosa     setosa    Loại 1       Đạt      Nhận
## 34  5.5 4.2 1.4 0.2     setosa     setosa    Loại 1       Đạt      Nhận
## 35  4.9 3.1 1.5 0.2     setosa     setosa    Loại 1 Không đạt      Loại
## 36  5.0 3.2 1.2 0.2     setosa     setosa    Loại 1       Đạt      Nhận
## 37  5.5 3.5 1.3 0.2     setosa     setosa    Loại 1       Đạt      Nhận
## 38  4.9 3.6 1.4 0.1     setosa     setosa    Loại 1 Không đạt      Loại
## 39  4.4 3.0 1.3 0.2     setosa     setosa    Loại 1 Không đạt      Loại
## 40  5.1 3.4 1.5 0.2     setosa     setosa    Loại 1       Đạt      Nhận
## 41  5.0 3.5 1.3 0.3     setosa     setosa    Loại 1       Đạt      Nhận
## 42  4.5 2.3 1.3 0.3     setosa     setosa    Loại 1 Không đạt      Loại
## 43  4.4 3.2 1.3 0.2     setosa     setosa    Loại 1 Không đạt      Loại
## 44  5.0 3.5 1.6 0.6     setosa     setosa    Loại 1       Đạt      Nhận
## 45  5.1 3.8 1.9 0.4     setosa     setosa    Loại 1       Đạt      Nhận
## 46  4.8 3.0 1.4 0.3     setosa     setosa    Loại 1 Không đạt      Loại
## 47  5.1 3.8 1.6 0.2     setosa     setosa    Loại 1       Đạt      Nhận
## 48  4.6 3.2 1.4 0.2     setosa     setosa    Loại 1 Không đạt      Loại
## 49  5.3 3.7 1.5 0.2     setosa     setosa    Loại 1       Đạt      Nhận
## 50  5.0 3.3 1.4 0.2     setosa     setosa    Loại 1       Đạt      Nhận
## 51  7.0 3.2 4.7 1.4 versicolor Not setosa    Loại 2       Đạt      Loại
## 52  6.4 3.2 4.5 1.5 versicolor Not setosa    Loại 2       Đạt      Loại
## 53  6.9 3.1 4.9 1.5 versicolor Not setosa    Loại 2       Đạt      Loại
## 54  5.5 2.3 4.0 1.3 versicolor Not setosa    Loại 2       Đạt      Nhận
## 55  6.5 2.8 4.6 1.5 versicolor Not setosa    Loại 2       Đạt      Loại
## 56  5.7 2.8 4.5 1.3 versicolor Not setosa    Loại 2       Đạt      Nhận
## 57  6.3 3.3 4.7 1.6 versicolor Not setosa    Loại 2       Đạt      Loại
## 58  4.9 2.4 3.3 1.0 versicolor Not setosa    Loại 2 Không đạt      Loại
## 59  6.6 2.9 4.6 1.3 versicolor Not setosa    Loại 2       Đạt      Loại
## 60  5.2 2.7 3.9 1.4 versicolor Not setosa    Loại 2       Đạt      Nhận
## 61  5.0 2.0 3.5 1.0 versicolor Not setosa    Loại 2       Đạt      Nhận
## 62  5.9 3.0 4.2 1.5 versicolor Not setosa    Loại 2       Đạt      Nhận
## 63  6.0 2.2 4.0 1.0 versicolor Not setosa    Loại 2       Đạt      Nhận
## 64  6.1 2.9 4.7 1.4 versicolor Not setosa    Loại 2       Đạt      Loại
## 65  5.6 2.9 3.6 1.3 versicolor Not setosa    Loại 2       Đạt      Nhận
## 66  6.7 3.1 4.4 1.4 versicolor Not setosa    Loại 2       Đạt      Loại
## 67  5.6 3.0 4.5 1.5 versicolor Not setosa    Loại 2       Đạt      Nhận
## 68  5.8 2.7 4.1 1.0 versicolor Not setosa    Loại 2       Đạt      Nhận
## 69  6.2 2.2 4.5 1.5 versicolor Not setosa    Loại 2       Đạt      Loại
## 70  5.6 2.5 3.9 1.1 versicolor Not setosa    Loại 2       Đạt      Nhận
## 71  5.9 3.2 4.8 1.8 versicolor Not setosa    Loại 2       Đạt      Nhận
## 72  6.1 2.8 4.0 1.3 versicolor Not setosa    Loại 2       Đạt      Loại
## 73  6.3 2.5 4.9 1.5 versicolor Not setosa    Loại 2       Đạt      Loại
## 74  6.1 2.8 4.7 1.2 versicolor Not setosa    Loại 2       Đạt      Loại
## 75  6.4 2.9 4.3 1.3 versicolor Not setosa    Loại 2       Đạt      Loại
## 76  6.6 3.0 4.4 1.4 versicolor Not setosa    Loại 2       Đạt      Loại
## 77  6.8 2.8 4.8 1.4 versicolor Not setosa    Loại 2       Đạt      Loại
## 78  6.7 3.0 5.0 1.7 versicolor Not setosa    Loại 2       Đạt      Loại
## 79  6.0 2.9 4.5 1.5 versicolor Not setosa    Loại 2       Đạt      Nhận
## 80  5.7 2.6 3.5 1.0 versicolor Not setosa    Loại 2       Đạt      Nhận
## 81  5.5 2.4 3.8 1.1 versicolor Not setosa    Loại 2       Đạt      Nhận
## 82  5.5 2.4 3.7 1.0 versicolor Not setosa    Loại 2       Đạt      Nhận
## 83  5.8 2.7 3.9 1.2 versicolor Not setosa    Loại 2       Đạt      Nhận
## 84  6.0 2.7 5.1 1.6 versicolor Not setosa    Loại 2       Đạt      Nhận
## 85  5.4 3.0 4.5 1.5 versicolor Not setosa    Loại 2       Đạt      Nhận
## 86  6.0 3.4 4.5 1.6 versicolor Not setosa    Loại 2       Đạt      Nhận
## 87  6.7 3.1 4.7 1.5 versicolor Not setosa    Loại 2       Đạt      Loại
## 88  6.3 2.3 4.4 1.3 versicolor Not setosa    Loại 2       Đạt      Loại
## 89  5.6 3.0 4.1 1.3 versicolor Not setosa    Loại 2       Đạt      Nhận
## 90  5.5 2.5 4.0 1.3 versicolor Not setosa    Loại 2       Đạt      Nhận
## 91  5.5 2.6 4.4 1.2 versicolor Not setosa    Loại 2       Đạt      Nhận
## 92  6.1 3.0 4.6 1.4 versicolor Not setosa    Loại 2       Đạt      Loại
## 93  5.8 2.6 4.0 1.2 versicolor Not setosa    Loại 2       Đạt      Nhận
## 94  5.0 2.3 3.3 1.0 versicolor Not setosa    Loại 2       Đạt      Nhận
## 95  5.6 2.7 4.2 1.3 versicolor Not setosa    Loại 2       Đạt      Nhận
## 96  5.7 3.0 4.2 1.2 versicolor Not setosa    Loại 2       Đạt      Nhận
## 97  5.7 2.9 4.2 1.3 versicolor Not setosa    Loại 2       Đạt      Nhận
## 98  6.2 2.9 4.3 1.3 versicolor Not setosa    Loại 2       Đạt      Loại
## 99  5.1 2.5 3.0 1.1 versicolor Not setosa    Loại 2       Đạt      Nhận
## 100 5.7 2.8 4.1 1.3 versicolor Not setosa    Loại 2       Đạt      Nhận
## 101 6.3 3.3 6.0 2.5  virginica Not setosa virginica       Đạt      Loại
## 102 5.8 2.7 5.1 1.9  virginica Not setosa virginica       Đạt      Nhận
## 103 7.1 3.0 5.9 2.1  virginica Not setosa virginica       Đạt      Loại
## 104 6.3 2.9 5.6 1.8  virginica Not setosa virginica       Đạt      Loại
## 105 6.5 3.0 5.8 2.2  virginica Not setosa virginica       Đạt      Loại
## 106 7.6 3.0 6.6 2.1  virginica Not setosa virginica       Đạt      Loại
## 107 4.9 2.5 4.5 1.7  virginica Not setosa virginica Không đạt      Loại
## 108 7.3 2.9 6.3 1.8  virginica Not setosa virginica       Đạt      Loại
## 109 6.7 2.5 5.8 1.8  virginica Not setosa virginica       Đạt      Loại
## 110 7.2 3.6 6.1 2.5  virginica Not setosa virginica       Đạt      Loại
## 111 6.5 3.2 5.1 2.0  virginica Not setosa virginica       Đạt      Loại
## 112 6.4 2.7 5.3 1.9  virginica Not setosa virginica       Đạt      Loại
## 113 6.8 3.0 5.5 2.1  virginica Not setosa virginica       Đạt      Loại
## 114 5.7 2.5 5.0 2.0  virginica Not setosa virginica       Đạt      Nhận
## 115 5.8 2.8 5.1 2.4  virginica Not setosa virginica       Đạt      Nhận
## 116 6.4 3.2 5.3 2.3  virginica Not setosa virginica       Đạt      Loại
## 117 6.5 3.0 5.5 1.8  virginica Not setosa virginica       Đạt      Loại
## 118 7.7 3.8 6.7 2.2  virginica Not setosa virginica       Đạt      Loại
## 119 7.7 2.6 6.9 2.3  virginica Not setosa virginica       Đạt      Loại
## 120 6.0 2.2 5.0 1.5  virginica Not setosa virginica       Đạt      Nhận
## 121 6.9 3.2 5.7 2.3  virginica Not setosa virginica       Đạt      Loại
## 122 5.6 2.8 4.9 2.0  virginica Not setosa virginica       Đạt      Nhận
## 123 7.7 2.8 6.7 2.0  virginica Not setosa virginica       Đạt      Loại
## 124 6.3 2.7 4.9 1.8  virginica Not setosa virginica       Đạt      Loại
## 125 6.7 3.3 5.7 2.1  virginica Not setosa virginica       Đạt      Loại
## 126 7.2 3.2 6.0 1.8  virginica Not setosa virginica       Đạt      Loại
## 127 6.2 2.8 4.8 1.8  virginica Not setosa virginica       Đạt      Loại
## 128 6.1 3.0 4.9 1.8  virginica Not setosa virginica       Đạt      Loại
## 129 6.4 2.8 5.6 2.1  virginica Not setosa virginica       Đạt      Loại
## 130 7.2 3.0 5.8 1.6  virginica Not setosa virginica       Đạt      Loại
## 131 7.4 2.8 6.1 1.9  virginica Not setosa virginica       Đạt      Loại
## 132 7.9 3.8 6.4 2.0  virginica Not setosa virginica       Đạt      Loại
## 133 6.4 2.8 5.6 2.2  virginica Not setosa virginica       Đạt      Loại
## 134 6.3 2.8 5.1 1.5  virginica Not setosa virginica       Đạt      Loại
## 135 6.1 2.6 5.6 1.4  virginica Not setosa virginica       Đạt      Loại
## 136 7.7 3.0 6.1 2.3  virginica Not setosa virginica       Đạt      Loại
## 137 6.3 3.4 5.6 2.4  virginica Not setosa virginica       Đạt      Loại
## 138 6.4 3.1 5.5 1.8  virginica Not setosa virginica       Đạt      Loại
## 139 6.0 3.0 4.8 1.8  virginica Not setosa virginica       Đạt      Nhận
## 140 6.9 3.1 5.4 2.1  virginica Not setosa virginica       Đạt      Loại
## 141 6.7 3.1 5.6 2.4  virginica Not setosa virginica       Đạt      Loại
## 142 6.9 3.1 5.1 2.3  virginica Not setosa virginica       Đạt      Loại
## 143 5.8 2.7 5.1 1.9  virginica Not setosa virginica       Đạt      Nhận
## 144 6.8 3.2 5.9 2.3  virginica Not setosa virginica       Đạt      Loại
## 145 6.7 3.3 5.7 2.5  virginica Not setosa virginica       Đạt      Loại
## 146 6.7 3.0 5.2 2.3  virginica Not setosa virginica       Đạt      Loại
## 147 6.3 2.5 5.0 1.9  virginica Not setosa virginica       Đạt      Loại
## 148 6.5 3.0 5.2 2.0  virginica Not setosa virginica       Đạt      Loại
## 149 6.2 3.4 5.4 2.3  virginica Not setosa virginica       Đạt      Loại
## 150 5.9 3.0 5.1 1.8  virginica Not setosa virginica       Đạt      Nhận

tmp$SL.Coded2 <- case_when(tmp$SL < 5 ~ ‘Quá nhỏ’, tmp$SL >= 5 & tmp$SL <= 6.5 ~ ‘OK’, tmp$SL >6.5 ~ ‘Quá lớn’)

Tạo một cột mới có tên là SL.Coded2 trong data frame tmp và mã hóa giá trị của cột SL theo nhiều điều kiện khác nhau: Nếu giá trị trong cột SL nhỏ hơn 5, gán giá trị ‘Quá nhỏ’. Nếu giá trị trong cột SL nằm trong khoảng từ 5 đến 6.5, gán giá trị ‘OK’. Nếu giá trị trong cột SL lớn hơn 6.5, gán giá trị ‘Quá lớn’.

SL	SW	PL	PW	S	S.Coded	S.Coded1	SL.Coded	SL.Coded1	SL.Coded2
5.1	3.5	1.4	0.2	setosa	setosa	Loại 1	Đạt	Nhận	OK
4.9	3.0	1.4	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Quá nhỏ
4.7	3.2	1.3	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Quá nhỏ
4.6	3.1	1.5	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Quá nhỏ
5.0	3.6	1.4	0.2	setosa	setosa	Loại 1	Đạt	Nhận	OK
5.4	3.9	1.7	0.4	setosa	setosa	Loại 1	Đạt	Nhận	OK
4.6	3.4	1.4	0.3	setosa	setosa	Loại 1	Không đạt	Loại	Quá nhỏ
5.0	3.4	1.5	0.2	setosa	setosa	Loại 1	Đạt	Nhận	OK
4.4	2.9	1.4	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Quá nhỏ
4.9	3.1	1.5	0.1	setosa	setosa	Loại 1	Không đạt	Loại	Quá nhỏ
5.4	3.7	1.5	0.2	setosa	setosa	Loại 1	Đạt	Nhận	OK
4.8	3.4	1.6	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Quá nhỏ
4.8	3.0	1.4	0.1	setosa	setosa	Loại 1	Không đạt	Loại	Quá nhỏ
4.3	3.0	1.1	0.1	setosa	setosa	Loại 1	Không đạt	Loại	Quá nhỏ
5.8	4.0	1.2	0.2	setosa	setosa	Loại 1	Đạt	Nhận	OK
5.7	4.4	1.5	0.4	setosa	setosa	Loại 1	Đạt	Nhận	OK
5.4	3.9	1.3	0.4	setosa	setosa	Loại 1	Đạt	Nhận	OK
5.1	3.5	1.4	0.3	setosa	setosa	Loại 1	Đạt	Nhận	OK
5.7	3.8	1.7	0.3	setosa	setosa	Loại 1	Đạt	Nhận	OK
5.1	3.8	1.5	0.3	setosa	setosa	Loại 1	Đạt	Nhận	OK
5.4	3.4	1.7	0.2	setosa	setosa	Loại 1	Đạt	Nhận	OK
5.1	3.7	1.5	0.4	setosa	setosa	Loại 1	Đạt	Nhận	OK
4.6	3.6	1.0	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Quá nhỏ
5.1	3.3	1.7	0.5	setosa	setosa	Loại 1	Đạt	Nhận	OK
4.8	3.4	1.9	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Quá nhỏ
5.0	3.0	1.6	0.2	setosa	setosa	Loại 1	Đạt	Nhận	OK
5.0	3.4	1.6	0.4	setosa	setosa	Loại 1	Đạt	Nhận	OK
5.2	3.5	1.5	0.2	setosa	setosa	Loại 1	Đạt	Nhận	OK
5.2	3.4	1.4	0.2	setosa	setosa	Loại 1	Đạt	Nhận	OK
4.7	3.2	1.6	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Quá nhỏ
4.8	3.1	1.6	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Quá nhỏ
5.4	3.4	1.5	0.4	setosa	setosa	Loại 1	Đạt	Nhận	OK
5.2	4.1	1.5	0.1	setosa	setosa	Loại 1	Đạt	Nhận	OK
5.5	4.2	1.4	0.2	setosa	setosa	Loại 1	Đạt	Nhận	OK
4.9	3.1	1.5	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Quá nhỏ
5.0	3.2	1.2	0.2	setosa	setosa	Loại 1	Đạt	Nhận	OK
5.5	3.5	1.3	0.2	setosa	setosa	Loại 1	Đạt	Nhận	OK
4.9	3.6	1.4	0.1	setosa	setosa	Loại 1	Không đạt	Loại	Quá nhỏ
4.4	3.0	1.3	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Quá nhỏ
5.1	3.4	1.5	0.2	setosa	setosa	Loại 1	Đạt	Nhận	OK
5.0	3.5	1.3	0.3	setosa	setosa	Loại 1	Đạt	Nhận	OK
4.5	2.3	1.3	0.3	setosa	setosa	Loại 1	Không đạt	Loại	Quá nhỏ
4.4	3.2	1.3	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Quá nhỏ
5.0	3.5	1.6	0.6	setosa	setosa	Loại 1	Đạt	Nhận	OK
5.1	3.8	1.9	0.4	setosa	setosa	Loại 1	Đạt	Nhận	OK
4.8	3.0	1.4	0.3	setosa	setosa	Loại 1	Không đạt	Loại	Quá nhỏ
5.1	3.8	1.6	0.2	setosa	setosa	Loại 1	Đạt	Nhận	OK
4.6	3.2	1.4	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Quá nhỏ
5.3	3.7	1.5	0.2	setosa	setosa	Loại 1	Đạt	Nhận	OK
5.0	3.3	1.4	0.2	setosa	setosa	Loại 1	Đạt	Nhận	OK
7.0	3.2	4.7	1.4	versicolor	Not setosa	Loại 2	Đạt	Loại	Quá lớn
6.4	3.2	4.5	1.5	versicolor	Not setosa	Loại 2	Đạt	Loại	OK
6.9	3.1	4.9	1.5	versicolor	Not setosa	Loại 2	Đạt	Loại	Quá lớn
5.5	2.3	4.0	1.3	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
6.5	2.8	4.6	1.5	versicolor	Not setosa	Loại 2	Đạt	Loại	OK
5.7	2.8	4.5	1.3	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
6.3	3.3	4.7	1.6	versicolor	Not setosa	Loại 2	Đạt	Loại	OK
4.9	2.4	3.3	1.0	versicolor	Not setosa	Loại 2	Không đạt	Loại	Quá nhỏ
6.6	2.9	4.6	1.3	versicolor	Not setosa	Loại 2	Đạt	Loại	Quá lớn
5.2	2.7	3.9	1.4	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
5.0	2.0	3.5	1.0	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
5.9	3.0	4.2	1.5	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
6.0	2.2	4.0	1.0	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
6.1	2.9	4.7	1.4	versicolor	Not setosa	Loại 2	Đạt	Loại	OK
5.6	2.9	3.6	1.3	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
6.7	3.1	4.4	1.4	versicolor	Not setosa	Loại 2	Đạt	Loại	Quá lớn
5.6	3.0	4.5	1.5	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
5.8	2.7	4.1	1.0	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
6.2	2.2	4.5	1.5	versicolor	Not setosa	Loại 2	Đạt	Loại	OK
5.6	2.5	3.9	1.1	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
5.9	3.2	4.8	1.8	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
6.1	2.8	4.0	1.3	versicolor	Not setosa	Loại 2	Đạt	Loại	OK
6.3	2.5	4.9	1.5	versicolor	Not setosa	Loại 2	Đạt	Loại	OK
6.1	2.8	4.7	1.2	versicolor	Not setosa	Loại 2	Đạt	Loại	OK
6.4	2.9	4.3	1.3	versicolor	Not setosa	Loại 2	Đạt	Loại	OK
6.6	3.0	4.4	1.4	versicolor	Not setosa	Loại 2	Đạt	Loại	Quá lớn
6.8	2.8	4.8	1.4	versicolor	Not setosa	Loại 2	Đạt	Loại	Quá lớn
6.7	3.0	5.0	1.7	versicolor	Not setosa	Loại 2	Đạt	Loại	Quá lớn
6.0	2.9	4.5	1.5	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
5.7	2.6	3.5	1.0	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
5.5	2.4	3.8	1.1	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
5.5	2.4	3.7	1.0	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
5.8	2.7	3.9	1.2	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
6.0	2.7	5.1	1.6	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
5.4	3.0	4.5	1.5	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
6.0	3.4	4.5	1.6	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
6.7	3.1	4.7	1.5	versicolor	Not setosa	Loại 2	Đạt	Loại	Quá lớn
6.3	2.3	4.4	1.3	versicolor	Not setosa	Loại 2	Đạt	Loại	OK
5.6	3.0	4.1	1.3	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
5.5	2.5	4.0	1.3	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
5.5	2.6	4.4	1.2	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
6.1	3.0	4.6	1.4	versicolor	Not setosa	Loại 2	Đạt	Loại	OK
5.8	2.6	4.0	1.2	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
5.0	2.3	3.3	1.0	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
5.6	2.7	4.2	1.3	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
5.7	3.0	4.2	1.2	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
5.7	2.9	4.2	1.3	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
6.2	2.9	4.3	1.3	versicolor	Not setosa	Loại 2	Đạt	Loại	OK
5.1	2.5	3.0	1.1	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
5.7	2.8	4.1	1.3	versicolor	Not setosa	Loại 2	Đạt	Nhận	OK
6.3	3.3	6.0	2.5	virginica	Not setosa	virginica	Đạt	Loại	OK
5.8	2.7	5.1	1.9	virginica	Not setosa	virginica	Đạt	Nhận	OK
7.1	3.0	5.9	2.1	virginica	Not setosa	virginica	Đạt	Loại	Quá lớn
6.3	2.9	5.6	1.8	virginica	Not setosa	virginica	Đạt	Loại	OK
6.5	3.0	5.8	2.2	virginica	Not setosa	virginica	Đạt	Loại	OK
7.6	3.0	6.6	2.1	virginica	Not setosa	virginica	Đạt	Loại	Quá lớn
4.9	2.5	4.5	1.7	virginica	Not setosa	virginica	Không đạt	Loại	Quá nhỏ
7.3	2.9	6.3	1.8	virginica	Not setosa	virginica	Đạt	Loại	Quá lớn
6.7	2.5	5.8	1.8	virginica	Not setosa	virginica	Đạt	Loại	Quá lớn
7.2	3.6	6.1	2.5	virginica	Not setosa	virginica	Đạt	Loại	Quá lớn
6.5	3.2	5.1	2.0	virginica	Not setosa	virginica	Đạt	Loại	OK
6.4	2.7	5.3	1.9	virginica	Not setosa	virginica	Đạt	Loại	OK
6.8	3.0	5.5	2.1	virginica	Not setosa	virginica	Đạt	Loại	Quá lớn
5.7	2.5	5.0	2.0	virginica	Not setosa	virginica	Đạt	Nhận	OK
5.8	2.8	5.1	2.4	virginica	Not setosa	virginica	Đạt	Nhận	OK
6.4	3.2	5.3	2.3	virginica	Not setosa	virginica	Đạt	Loại	OK
6.5	3.0	5.5	1.8	virginica	Not setosa	virginica	Đạt	Loại	OK
7.7	3.8	6.7	2.2	virginica	Not setosa	virginica	Đạt	Loại	Quá lớn
7.7	2.6	6.9	2.3	virginica	Not setosa	virginica	Đạt	Loại	Quá lớn
6.0	2.2	5.0	1.5	virginica	Not setosa	virginica	Đạt	Nhận	OK
6.9	3.2	5.7	2.3	virginica	Not setosa	virginica	Đạt	Loại	Quá lớn
5.6	2.8	4.9	2.0	virginica	Not setosa	virginica	Đạt	Nhận	OK
7.7	2.8	6.7	2.0	virginica	Not setosa	virginica	Đạt	Loại	Quá lớn
6.3	2.7	4.9	1.8	virginica	Not setosa	virginica	Đạt	Loại	OK
6.7	3.3	5.7	2.1	virginica	Not setosa	virginica	Đạt	Loại	Quá lớn
7.2	3.2	6.0	1.8	virginica	Not setosa	virginica	Đạt	Loại	Quá lớn
6.2	2.8	4.8	1.8	virginica	Not setosa	virginica	Đạt	Loại	OK
6.1	3.0	4.9	1.8	virginica	Not setosa	virginica	Đạt	Loại	OK
6.4	2.8	5.6	2.1	virginica	Not setosa	virginica	Đạt	Loại	OK
7.2	3.0	5.8	1.6	virginica	Not setosa	virginica	Đạt	Loại	Quá lớn
7.4	2.8	6.1	1.9	virginica	Not setosa	virginica	Đạt	Loại	Quá lớn
7.9	3.8	6.4	2.0	virginica	Not setosa	virginica	Đạt	Loại	Quá lớn
6.4	2.8	5.6	2.2	virginica	Not setosa	virginica	Đạt	Loại	OK
6.3	2.8	5.1	1.5	virginica	Not setosa	virginica	Đạt	Loại	OK
6.1	2.6	5.6	1.4	virginica	Not setosa	virginica	Đạt	Loại	OK
7.7	3.0	6.1	2.3	virginica	Not setosa	virginica	Đạt	Loại	Quá lớn
6.3	3.4	5.6	2.4	virginica	Not setosa	virginica	Đạt	Loại	OK
6.4	3.1	5.5	1.8	virginica	Not setosa	virginica	Đạt	Loại	OK
6.0	3.0	4.8	1.8	virginica	Not setosa	virginica	Đạt	Nhận	OK
6.9	3.1	5.4	2.1	virginica	Not setosa	virginica	Đạt	Loại	Quá lớn
6.7	3.1	5.6	2.4	virginica	Not setosa	virginica	Đạt	Loại	Quá lớn
6.9	3.1	5.1	2.3	virginica	Not setosa	virginica	Đạt	Loại	Quá lớn
5.8	2.7	5.1	1.9	virginica	Not setosa	virginica	Đạt	Nhận	OK
6.8	3.2	5.9	2.3	virginica	Not setosa	virginica	Đạt	Loại	Quá lớn
6.7	3.3	5.7	2.5	virginica	Not setosa	virginica	Đạt	Loại	Quá lớn
6.7	3.0	5.2	2.3	virginica	Not setosa	virginica	Đạt	Loại	Quá lớn
6.3	2.5	5.0	1.9	virginica	Not setosa	virginica	Đạt	Loại	OK
6.5	3.0	5.2	2.0	virginica	Not setosa	virginica	Đạt	Loại	OK
6.2	3.4	5.4	2.3	virginica	Not setosa	virginica	Đạt	Loại	OK
5.9	3.0	5.1	1.8	virginica	Not setosa	virginica	Đạt	Nhận	OK

tmp$SL.Coded2 <- cut(tmp$SL,3,labels = c(‘Loại 1’,‘Loại 2’,‘Loại 3’))

Phân loại các giá trị trong biến SL của đối tượng tmp thành 3 nhóm, với các nhãn là Loại 1, Loại 2, và Loại 3.

SL	SW	PL	PW	S	S.Coded	S.Coded1	SL.Coded	SL.Coded1	SL.Coded2
5.1	3.5	1.4	0.2	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
4.9	3.0	1.4	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Loại 1
4.7	3.2	1.3	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Loại 1
4.6	3.1	1.5	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Loại 1
5.0	3.6	1.4	0.2	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
5.4	3.9	1.7	0.4	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
4.6	3.4	1.4	0.3	setosa	setosa	Loại 1	Không đạt	Loại	Loại 1
5.0	3.4	1.5	0.2	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
4.4	2.9	1.4	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Loại 1
4.9	3.1	1.5	0.1	setosa	setosa	Loại 1	Không đạt	Loại	Loại 1
5.4	3.7	1.5	0.2	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
4.8	3.4	1.6	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Loại 1
4.8	3.0	1.4	0.1	setosa	setosa	Loại 1	Không đạt	Loại	Loại 1
4.3	3.0	1.1	0.1	setosa	setosa	Loại 1	Không đạt	Loại	Loại 1
5.8	4.0	1.2	0.2	setosa	setosa	Loại 1	Đạt	Nhận	Loại 2
5.7	4.4	1.5	0.4	setosa	setosa	Loại 1	Đạt	Nhận	Loại 2
5.4	3.9	1.3	0.4	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
5.1	3.5	1.4	0.3	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
5.7	3.8	1.7	0.3	setosa	setosa	Loại 1	Đạt	Nhận	Loại 2
5.1	3.8	1.5	0.3	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
5.4	3.4	1.7	0.2	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
5.1	3.7	1.5	0.4	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
4.6	3.6	1.0	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Loại 1
5.1	3.3	1.7	0.5	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
4.8	3.4	1.9	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Loại 1
5.0	3.0	1.6	0.2	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
5.0	3.4	1.6	0.4	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
5.2	3.5	1.5	0.2	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
5.2	3.4	1.4	0.2	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
4.7	3.2	1.6	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Loại 1
4.8	3.1	1.6	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Loại 1
5.4	3.4	1.5	0.4	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
5.2	4.1	1.5	0.1	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
5.5	4.2	1.4	0.2	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
4.9	3.1	1.5	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Loại 1
5.0	3.2	1.2	0.2	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
5.5	3.5	1.3	0.2	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
4.9	3.6	1.4	0.1	setosa	setosa	Loại 1	Không đạt	Loại	Loại 1
4.4	3.0	1.3	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Loại 1
5.1	3.4	1.5	0.2	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
5.0	3.5	1.3	0.3	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
4.5	2.3	1.3	0.3	setosa	setosa	Loại 1	Không đạt	Loại	Loại 1
4.4	3.2	1.3	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Loại 1
5.0	3.5	1.6	0.6	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
5.1	3.8	1.9	0.4	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
4.8	3.0	1.4	0.3	setosa	setosa	Loại 1	Không đạt	Loại	Loại 1
5.1	3.8	1.6	0.2	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
4.6	3.2	1.4	0.2	setosa	setosa	Loại 1	Không đạt	Loại	Loại 1
5.3	3.7	1.5	0.2	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
5.0	3.3	1.4	0.2	setosa	setosa	Loại 1	Đạt	Nhận	Loại 1
7.0	3.2	4.7	1.4	versicolor	Not setosa	Loại 2	Đạt	Loại	Loại 3
6.4	3.2	4.5	1.5	versicolor	Not setosa	Loại 2	Đạt	Loại	Loại 2
6.9	3.1	4.9	1.5	versicolor	Not setosa	Loại 2	Đạt	Loại	Loại 3
5.5	2.3	4.0	1.3	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 1
6.5	2.8	4.6	1.5	versicolor	Not setosa	Loại 2	Đạt	Loại	Loại 2
5.7	2.8	4.5	1.3	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 2
6.3	3.3	4.7	1.6	versicolor	Not setosa	Loại 2	Đạt	Loại	Loại 2
4.9	2.4	3.3	1.0	versicolor	Not setosa	Loại 2	Không đạt	Loại	Loại 1
6.6	2.9	4.6	1.3	versicolor	Not setosa	Loại 2	Đạt	Loại	Loại 2
5.2	2.7	3.9	1.4	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 1
5.0	2.0	3.5	1.0	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 1
5.9	3.0	4.2	1.5	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 2
6.0	2.2	4.0	1.0	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 2
6.1	2.9	4.7	1.4	versicolor	Not setosa	Loại 2	Đạt	Loại	Loại 2
5.6	2.9	3.6	1.3	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 2
6.7	3.1	4.4	1.4	versicolor	Not setosa	Loại 2	Đạt	Loại	Loại 2
5.6	3.0	4.5	1.5	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 2
5.8	2.7	4.1	1.0	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 2
6.2	2.2	4.5	1.5	versicolor	Not setosa	Loại 2	Đạt	Loại	Loại 2
5.6	2.5	3.9	1.1	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 2
5.9	3.2	4.8	1.8	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 2
6.1	2.8	4.0	1.3	versicolor	Not setosa	Loại 2	Đạt	Loại	Loại 2
6.3	2.5	4.9	1.5	versicolor	Not setosa	Loại 2	Đạt	Loại	Loại 2
6.1	2.8	4.7	1.2	versicolor	Not setosa	Loại 2	Đạt	Loại	Loại 2
6.4	2.9	4.3	1.3	versicolor	Not setosa	Loại 2	Đạt	Loại	Loại 2
6.6	3.0	4.4	1.4	versicolor	Not setosa	Loại 2	Đạt	Loại	Loại 2
6.8	2.8	4.8	1.4	versicolor	Not setosa	Loại 2	Đạt	Loại	Loại 3
6.7	3.0	5.0	1.7	versicolor	Not setosa	Loại 2	Đạt	Loại	Loại 2
6.0	2.9	4.5	1.5	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 2
5.7	2.6	3.5	1.0	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 2
5.5	2.4	3.8	1.1	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 1
5.5	2.4	3.7	1.0	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 1
5.8	2.7	3.9	1.2	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 2
6.0	2.7	5.1	1.6	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 2
5.4	3.0	4.5	1.5	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 1
6.0	3.4	4.5	1.6	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 2
6.7	3.1	4.7	1.5	versicolor	Not setosa	Loại 2	Đạt	Loại	Loại 2
6.3	2.3	4.4	1.3	versicolor	Not setosa	Loại 2	Đạt	Loại	Loại 2
5.6	3.0	4.1	1.3	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 2
5.5	2.5	4.0	1.3	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 1
5.5	2.6	4.4	1.2	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 1
6.1	3.0	4.6	1.4	versicolor	Not setosa	Loại 2	Đạt	Loại	Loại 2
5.8	2.6	4.0	1.2	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 2
5.0	2.3	3.3	1.0	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 1
5.6	2.7	4.2	1.3	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 2
5.7	3.0	4.2	1.2	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 2
5.7	2.9	4.2	1.3	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 2
6.2	2.9	4.3	1.3	versicolor	Not setosa	Loại 2	Đạt	Loại	Loại 2
5.1	2.5	3.0	1.1	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 1
5.7	2.8	4.1	1.3	versicolor	Not setosa	Loại 2	Đạt	Nhận	Loại 2
6.3	3.3	6.0	2.5	virginica	Not setosa	virginica	Đạt	Loại	Loại 2
5.8	2.7	5.1	1.9	virginica	Not setosa	virginica	Đạt	Nhận	Loại 2
7.1	3.0	5.9	2.1	virginica	Not setosa	virginica	Đạt	Loại	Loại 3
6.3	2.9	5.6	1.8	virginica	Not setosa	virginica	Đạt	Loại	Loại 2
6.5	3.0	5.8	2.2	virginica	Not setosa	virginica	Đạt	Loại	Loại 2
7.6	3.0	6.6	2.1	virginica	Not setosa	virginica	Đạt	Loại	Loại 3
4.9	2.5	4.5	1.7	virginica	Not setosa	virginica	Không đạt	Loại	Loại 1
7.3	2.9	6.3	1.8	virginica	Not setosa	virginica	Đạt	Loại	Loại 3
6.7	2.5	5.8	1.8	virginica	Not setosa	virginica	Đạt	Loại	Loại 2
7.2	3.6	6.1	2.5	virginica	Not setosa	virginica	Đạt	Loại	Loại 3
6.5	3.2	5.1	2.0	virginica	Not setosa	virginica	Đạt	Loại	Loại 2
6.4	2.7	5.3	1.9	virginica	Not setosa	virginica	Đạt	Loại	Loại 2
6.8	3.0	5.5	2.1	virginica	Not setosa	virginica	Đạt	Loại	Loại 3
5.7	2.5	5.0	2.0	virginica	Not setosa	virginica	Đạt	Nhận	Loại 2
5.8	2.8	5.1	2.4	virginica	Not setosa	virginica	Đạt	Nhận	Loại 2
6.4	3.2	5.3	2.3	virginica	Not setosa	virginica	Đạt	Loại	Loại 2
6.5	3.0	5.5	1.8	virginica	Not setosa	virginica	Đạt	Loại	Loại 2
7.7	3.8	6.7	2.2	virginica	Not setosa	virginica	Đạt	Loại	Loại 3
7.7	2.6	6.9	2.3	virginica	Not setosa	virginica	Đạt	Loại	Loại 3
6.0	2.2	5.0	1.5	virginica	Not setosa	virginica	Đạt	Nhận	Loại 2
6.9	3.2	5.7	2.3	virginica	Not setosa	virginica	Đạt	Loại	Loại 3
5.6	2.8	4.9	2.0	virginica	Not setosa	virginica	Đạt	Nhận	Loại 2
7.7	2.8	6.7	2.0	virginica	Not setosa	virginica	Đạt	Loại	Loại 3
6.3	2.7	4.9	1.8	virginica	Not setosa	virginica	Đạt	Loại	Loại 2
6.7	3.3	5.7	2.1	virginica	Not setosa	virginica	Đạt	Loại	Loại 2
7.2	3.2	6.0	1.8	virginica	Not setosa	virginica	Đạt	Loại	Loại 3
6.2	2.8	4.8	1.8	virginica	Not setosa	virginica	Đạt	Loại	Loại 2
6.1	3.0	4.9	1.8	virginica	Not setosa	virginica	Đạt	Loại	Loại 2
6.4	2.8	5.6	2.1	virginica	Not setosa	virginica	Đạt	Loại	Loại 2
7.2	3.0	5.8	1.6	virginica	Not setosa	virginica	Đạt	Loại	Loại 3
7.4	2.8	6.1	1.9	virginica	Not setosa	virginica	Đạt	Loại	Loại 3
7.9	3.8	6.4	2.0	virginica	Not setosa	virginica	Đạt	Loại	Loại 3
6.4	2.8	5.6	2.2	virginica	Not setosa	virginica	Đạt	Loại	Loại 2
6.3	2.8	5.1	1.5	virginica	Not setosa	virginica	Đạt	Loại	Loại 2
6.1	2.6	5.6	1.4	virginica	Not setosa	virginica	Đạt	Loại	Loại 2
7.7	3.0	6.1	2.3	virginica	Not setosa	virginica	Đạt	Loại	Loại 3
6.3	3.4	5.6	2.4	virginica	Not setosa	virginica	Đạt	Loại	Loại 2
6.4	3.1	5.5	1.8	virginica	Not setosa	virginica	Đạt	Loại	Loại 2
6.0	3.0	4.8	1.8	virginica	Not setosa	virginica	Đạt	Nhận	Loại 2
6.9	3.1	5.4	2.1	virginica	Not setosa	virginica	Đạt	Loại	Loại 3
6.7	3.1	5.6	2.4	virginica	Not setosa	virginica	Đạt	Loại	Loại 2
6.9	3.1	5.1	2.3	virginica	Not setosa	virginica	Đạt	Loại	Loại 3
5.8	2.7	5.1	1.9	virginica	Not setosa	virginica	Đạt	Nhận	Loại 2
6.8	3.2	5.9	2.3	virginica	Not setosa	virginica	Đạt	Loại	Loại 3
6.7	3.3	5.7	2.5	virginica	Not setosa	virginica	Đạt	Loại	Loại 2
6.7	3.0	5.2	2.3	virginica	Not setosa	virginica	Đạt	Loại	Loại 2
6.3	2.5	5.0	1.9	virginica	Not setosa	virginica	Đạt	Loại	Loại 2
6.5	3.0	5.2	2.0	virginica	Not setosa	virginica	Đạt	Loại	Loại 2
6.2	3.4	5.4	2.3	virginica	Not setosa	virginica	Đạt	Loại	Loại 2
5.9	3.0	5.1	1.8	virginica	Not setosa	virginica	Đạt	Nhận	Loại 2

Lập bảng tần số

Lập bảng tần số cho 1 biến

d <- iris

##     Sepal.Length Sepal.Width Petal.Length Petal.Width    Species
## 1            5.1         3.5          1.4         0.2     setosa
## 2            4.9         3.0          1.4         0.2     setosa
## 3            4.7         3.2          1.3         0.2     setosa
## 4            4.6         3.1          1.5         0.2     setosa
## 5            5.0         3.6          1.4         0.2     setosa
## 6            5.4         3.9          1.7         0.4     setosa
## 7            4.6         3.4          1.4         0.3     setosa
## 8            5.0         3.4          1.5         0.2     setosa
## 9            4.4         2.9          1.4         0.2     setosa
## 10           4.9         3.1          1.5         0.1     setosa
## 11           5.4         3.7          1.5         0.2     setosa
## 12           4.8         3.4          1.6         0.2     setosa
## 13           4.8         3.0          1.4         0.1     setosa
## 14           4.3         3.0          1.1         0.1     setosa
## 15           5.8         4.0          1.2         0.2     setosa
## 16           5.7         4.4          1.5         0.4     setosa
## 17           5.4         3.9          1.3         0.4     setosa
## 18           5.1         3.5          1.4         0.3     setosa
## 19           5.7         3.8          1.7         0.3     setosa
## 20           5.1         3.8          1.5         0.3     setosa
## 21           5.4         3.4          1.7         0.2     setosa
## 22           5.1         3.7          1.5         0.4     setosa
## 23           4.6         3.6          1.0         0.2     setosa
## 24           5.1         3.3          1.7         0.5     setosa
## 25           4.8         3.4          1.9         0.2     setosa
## 26           5.0         3.0          1.6         0.2     setosa
## 27           5.0         3.4          1.6         0.4     setosa
## 28           5.2         3.5          1.5         0.2     setosa
## 29           5.2         3.4          1.4         0.2     setosa
## 30           4.7         3.2          1.6         0.2     setosa
## 31           4.8         3.1          1.6         0.2     setosa
## 32           5.4         3.4          1.5         0.4     setosa
## 33           5.2         4.1          1.5         0.1     setosa
## 34           5.5         4.2          1.4         0.2     setosa
## 35           4.9         3.1          1.5         0.2     setosa
## 36           5.0         3.2          1.2         0.2     setosa
## 37           5.5         3.5          1.3         0.2     setosa
## 38           4.9         3.6          1.4         0.1     setosa
## 39           4.4         3.0          1.3         0.2     setosa
## 40           5.1         3.4          1.5         0.2     setosa
## 41           5.0         3.5          1.3         0.3     setosa
## 42           4.5         2.3          1.3         0.3     setosa
## 43           4.4         3.2          1.3         0.2     setosa
## 44           5.0         3.5          1.6         0.6     setosa
## 45           5.1         3.8          1.9         0.4     setosa
## 46           4.8         3.0          1.4         0.3     setosa
## 47           5.1         3.8          1.6         0.2     setosa
## 48           4.6         3.2          1.4         0.2     setosa
## 49           5.3         3.7          1.5         0.2     setosa
## 50           5.0         3.3          1.4         0.2     setosa
## 51           7.0         3.2          4.7         1.4 versicolor
## 52           6.4         3.2          4.5         1.5 versicolor
## 53           6.9         3.1          4.9         1.5 versicolor
## 54           5.5         2.3          4.0         1.3 versicolor
## 55           6.5         2.8          4.6         1.5 versicolor
## 56           5.7         2.8          4.5         1.3 versicolor
## 57           6.3         3.3          4.7         1.6 versicolor
## 58           4.9         2.4          3.3         1.0 versicolor
## 59           6.6         2.9          4.6         1.3 versicolor
## 60           5.2         2.7          3.9         1.4 versicolor
## 61           5.0         2.0          3.5         1.0 versicolor
## 62           5.9         3.0          4.2         1.5 versicolor
## 63           6.0         2.2          4.0         1.0 versicolor
## 64           6.1         2.9          4.7         1.4 versicolor
## 65           5.6         2.9          3.6         1.3 versicolor
## 66           6.7         3.1          4.4         1.4 versicolor
## 67           5.6         3.0          4.5         1.5 versicolor
## 68           5.8         2.7          4.1         1.0 versicolor
## 69           6.2         2.2          4.5         1.5 versicolor
## 70           5.6         2.5          3.9         1.1 versicolor
## 71           5.9         3.2          4.8         1.8 versicolor
## 72           6.1         2.8          4.0         1.3 versicolor
## 73           6.3         2.5          4.9         1.5 versicolor
## 74           6.1         2.8          4.7         1.2 versicolor
## 75           6.4         2.9          4.3         1.3 versicolor
## 76           6.6         3.0          4.4         1.4 versicolor
## 77           6.8         2.8          4.8         1.4 versicolor
## 78           6.7         3.0          5.0         1.7 versicolor
## 79           6.0         2.9          4.5         1.5 versicolor
## 80           5.7         2.6          3.5         1.0 versicolor
## 81           5.5         2.4          3.8         1.1 versicolor
## 82           5.5         2.4          3.7         1.0 versicolor
## 83           5.8         2.7          3.9         1.2 versicolor
## 84           6.0         2.7          5.1         1.6 versicolor
## 85           5.4         3.0          4.5         1.5 versicolor
## 86           6.0         3.4          4.5         1.6 versicolor
## 87           6.7         3.1          4.7         1.5 versicolor
## 88           6.3         2.3          4.4         1.3 versicolor
## 89           5.6         3.0          4.1         1.3 versicolor
## 90           5.5         2.5          4.0         1.3 versicolor
## 91           5.5         2.6          4.4         1.2 versicolor
## 92           6.1         3.0          4.6         1.4 versicolor
## 93           5.8         2.6          4.0         1.2 versicolor
## 94           5.0         2.3          3.3         1.0 versicolor
## 95           5.6         2.7          4.2         1.3 versicolor
## 96           5.7         3.0          4.2         1.2 versicolor
## 97           5.7         2.9          4.2         1.3 versicolor
## 98           6.2         2.9          4.3         1.3 versicolor
## 99           5.1         2.5          3.0         1.1 versicolor
## 100          5.7         2.8          4.1         1.3 versicolor
## 101          6.3         3.3          6.0         2.5  virginica
## 102          5.8         2.7          5.1         1.9  virginica
## 103          7.1         3.0          5.9         2.1  virginica
## 104          6.3         2.9          5.6         1.8  virginica
## 105          6.5         3.0          5.8         2.2  virginica
## 106          7.6         3.0          6.6         2.1  virginica
## 107          4.9         2.5          4.5         1.7  virginica
## 108          7.3         2.9          6.3         1.8  virginica
## 109          6.7         2.5          5.8         1.8  virginica
## 110          7.2         3.6          6.1         2.5  virginica
## 111          6.5         3.2          5.1         2.0  virginica
## 112          6.4         2.7          5.3         1.9  virginica
## 113          6.8         3.0          5.5         2.1  virginica
## 114          5.7         2.5          5.0         2.0  virginica
## 115          5.8         2.8          5.1         2.4  virginica
## 116          6.4         3.2          5.3         2.3  virginica
## 117          6.5         3.0          5.5         1.8  virginica
## 118          7.7         3.8          6.7         2.2  virginica
## 119          7.7         2.6          6.9         2.3  virginica
## 120          6.0         2.2          5.0         1.5  virginica
## 121          6.9         3.2          5.7         2.3  virginica
## 122          5.6         2.8          4.9         2.0  virginica
## 123          7.7         2.8          6.7         2.0  virginica
## 124          6.3         2.7          4.9         1.8  virginica
## 125          6.7         3.3          5.7         2.1  virginica
## 126          7.2         3.2          6.0         1.8  virginica
## 127          6.2         2.8          4.8         1.8  virginica
## 128          6.1         3.0          4.9         1.8  virginica
## 129          6.4         2.8          5.6         2.1  virginica
## 130          7.2         3.0          5.8         1.6  virginica
## 131          7.4         2.8          6.1         1.9  virginica
## 132          7.9         3.8          6.4         2.0  virginica
## 133          6.4         2.8          5.6         2.2  virginica
## 134          6.3         2.8          5.1         1.5  virginica
## 135          6.1         2.6          5.6         1.4  virginica
## 136          7.7         3.0          6.1         2.3  virginica
## 137          6.3         3.4          5.6         2.4  virginica
## 138          6.4         3.1          5.5         1.8  virginica
## 139          6.0         3.0          4.8         1.8  virginica
## 140          6.9         3.1          5.4         2.1  virginica
## 141          6.7         3.1          5.6         2.4  virginica
## 142          6.9         3.1          5.1         2.3  virginica
## 143          5.8         2.7          5.1         1.9  virginica
## 144          6.8         3.2          5.9         2.3  virginica
## 145          6.7         3.3          5.7         2.5  virginica
## 146          6.7         3.0          5.2         2.3  virginica
## 147          6.3         2.5          5.0         1.9  virginica
## 148          6.5         3.0          5.2         2.0  virginica
## 149          6.2         3.4          5.4         2.3  virginica
## 150          5.9         3.0          5.1         1.8  virginica

table(d$Species)

Tạo ra một bảng tần số thể hiện số lần xuất hiện của các giá trị khác nhau trong biến Species của đối tượng d.

d <- iris
table(d$Species) #Tạo ra một bảng tần số thể hiện số lần xuất hiện của các giá trị khác nhau trong biến Species của đối tượng d.

## 
##     setosa versicolor  virginica 
##         50         50         50

cut(d$Sepal.Length,3) #Phân loại các giá trị trong biến Sepal.Length của đối tượng d thành 3 nhóm.

##   [1] (4.3,5.5] (4.3,5.5] (4.3,5.5] (4.3,5.5] (4.3,5.5] (4.3,5.5] (4.3,5.5]
##   [8] (4.3,5.5] (4.3,5.5] (4.3,5.5] (4.3,5.5] (4.3,5.5] (4.3,5.5] (4.3,5.5]
##  [15] (5.5,6.7] (5.5,6.7] (4.3,5.5] (4.3,5.5] (5.5,6.7] (4.3,5.5] (4.3,5.5]
##  [22] (4.3,5.5] (4.3,5.5] (4.3,5.5] (4.3,5.5] (4.3,5.5] (4.3,5.5] (4.3,5.5]
##  [29] (4.3,5.5] (4.3,5.5] (4.3,5.5] (4.3,5.5] (4.3,5.5] (4.3,5.5] (4.3,5.5]
##  [36] (4.3,5.5] (4.3,5.5] (4.3,5.5] (4.3,5.5] (4.3,5.5] (4.3,5.5] (4.3,5.5]
##  [43] (4.3,5.5] (4.3,5.5] (4.3,5.5] (4.3,5.5] (4.3,5.5] (4.3,5.5] (4.3,5.5]
##  [50] (4.3,5.5] (6.7,7.9] (5.5,6.7] (6.7,7.9] (4.3,5.5] (5.5,6.7] (5.5,6.7]
##  [57] (5.5,6.7] (4.3,5.5] (5.5,6.7] (4.3,5.5] (4.3,5.5] (5.5,6.7] (5.5,6.7]
##  [64] (5.5,6.7] (5.5,6.7] (5.5,6.7] (5.5,6.7] (5.5,6.7] (5.5,6.7] (5.5,6.7]
##  [71] (5.5,6.7] (5.5,6.7] (5.5,6.7] (5.5,6.7] (5.5,6.7] (5.5,6.7] (6.7,7.9]
##  [78] (5.5,6.7] (5.5,6.7] (5.5,6.7] (4.3,5.5] (4.3,5.5] (5.5,6.7] (5.5,6.7]
##  [85] (4.3,5.5] (5.5,6.7] (5.5,6.7] (5.5,6.7] (5.5,6.7] (4.3,5.5] (4.3,5.5]
##  [92] (5.5,6.7] (5.5,6.7] (4.3,5.5] (5.5,6.7] (5.5,6.7] (5.5,6.7] (5.5,6.7]
##  [99] (4.3,5.5] (5.5,6.7] (5.5,6.7] (5.5,6.7] (6.7,7.9] (5.5,6.7] (5.5,6.7]
## [106] (6.7,7.9] (4.3,5.5] (6.7,7.9] (5.5,6.7] (6.7,7.9] (5.5,6.7] (5.5,6.7]
## [113] (6.7,7.9] (5.5,6.7] (5.5,6.7] (5.5,6.7] (5.5,6.7] (6.7,7.9] (6.7,7.9]
## [120] (5.5,6.7] (6.7,7.9] (5.5,6.7] (6.7,7.9] (5.5,6.7] (5.5,6.7] (6.7,7.9]
## [127] (5.5,6.7] (5.5,6.7] (5.5,6.7] (6.7,7.9] (6.7,7.9] (6.7,7.9] (5.5,6.7]
## [134] (5.5,6.7] (5.5,6.7] (6.7,7.9] (5.5,6.7] (5.5,6.7] (5.5,6.7] (6.7,7.9]
## [141] (5.5,6.7] (6.7,7.9] (5.5,6.7] (6.7,7.9] (5.5,6.7] (5.5,6.7] (5.5,6.7]
## [148] (5.5,6.7] (5.5,6.7] (5.5,6.7]
## Levels: (4.3,5.5] (5.5,6.7] (6.7,7.9]

table(cut(d$Sepal.Length,3)) #tạo ra một bảng tần số thể hiện số lượng các giá trị trong biến Sepal.Length của đối tượng d thuộc mỗi nhóm sau khi phân loại thành 3 nhóm.

## 
## (4.3,5.5] (5.5,6.7] (6.7,7.9] 
##        59        71        20

Lập bảng tần số cho 2 biến

d <- iris
d$sl.c <- cut(d$Sepal.Length,3, labels = c('ngắn','tb','dài')) #Tạo ra một biến mới sl.c trong đối tượng d. Biến sl.c sẽ chứa các nhãn phân loại của biến Sepal.Length.
print(d)

##     Sepal.Length Sepal.Width Petal.Length Petal.Width    Species sl.c
## 1            5.1         3.5          1.4         0.2     setosa ngắn
## 2            4.9         3.0          1.4         0.2     setosa ngắn
## 3            4.7         3.2          1.3         0.2     setosa ngắn
## 4            4.6         3.1          1.5         0.2     setosa ngắn
## 5            5.0         3.6          1.4         0.2     setosa ngắn
## 6            5.4         3.9          1.7         0.4     setosa ngắn
## 7            4.6         3.4          1.4         0.3     setosa ngắn
## 8            5.0         3.4          1.5         0.2     setosa ngắn
## 9            4.4         2.9          1.4         0.2     setosa ngắn
## 10           4.9         3.1          1.5         0.1     setosa ngắn
## 11           5.4         3.7          1.5         0.2     setosa ngắn
## 12           4.8         3.4          1.6         0.2     setosa ngắn
## 13           4.8         3.0          1.4         0.1     setosa ngắn
## 14           4.3         3.0          1.1         0.1     setosa ngắn
## 15           5.8         4.0          1.2         0.2     setosa   tb
## 16           5.7         4.4          1.5         0.4     setosa   tb
## 17           5.4         3.9          1.3         0.4     setosa ngắn
## 18           5.1         3.5          1.4         0.3     setosa ngắn
## 19           5.7         3.8          1.7         0.3     setosa   tb
## 20           5.1         3.8          1.5         0.3     setosa ngắn
## 21           5.4         3.4          1.7         0.2     setosa ngắn
## 22           5.1         3.7          1.5         0.4     setosa ngắn
## 23           4.6         3.6          1.0         0.2     setosa ngắn
## 24           5.1         3.3          1.7         0.5     setosa ngắn
## 25           4.8         3.4          1.9         0.2     setosa ngắn
## 26           5.0         3.0          1.6         0.2     setosa ngắn
## 27           5.0         3.4          1.6         0.4     setosa ngắn
## 28           5.2         3.5          1.5         0.2     setosa ngắn
## 29           5.2         3.4          1.4         0.2     setosa ngắn
## 30           4.7         3.2          1.6         0.2     setosa ngắn
## 31           4.8         3.1          1.6         0.2     setosa ngắn
## 32           5.4         3.4          1.5         0.4     setosa ngắn
## 33           5.2         4.1          1.5         0.1     setosa ngắn
## 34           5.5         4.2          1.4         0.2     setosa ngắn
## 35           4.9         3.1          1.5         0.2     setosa ngắn
## 36           5.0         3.2          1.2         0.2     setosa ngắn
## 37           5.5         3.5          1.3         0.2     setosa ngắn
## 38           4.9         3.6          1.4         0.1     setosa ngắn
## 39           4.4         3.0          1.3         0.2     setosa ngắn
## 40           5.1         3.4          1.5         0.2     setosa ngắn
## 41           5.0         3.5          1.3         0.3     setosa ngắn
## 42           4.5         2.3          1.3         0.3     setosa ngắn
## 43           4.4         3.2          1.3         0.2     setosa ngắn
## 44           5.0         3.5          1.6         0.6     setosa ngắn
## 45           5.1         3.8          1.9         0.4     setosa ngắn
## 46           4.8         3.0          1.4         0.3     setosa ngắn
## 47           5.1         3.8          1.6         0.2     setosa ngắn
## 48           4.6         3.2          1.4         0.2     setosa ngắn
## 49           5.3         3.7          1.5         0.2     setosa ngắn
## 50           5.0         3.3          1.4         0.2     setosa ngắn
## 51           7.0         3.2          4.7         1.4 versicolor  dài
## 52           6.4         3.2          4.5         1.5 versicolor   tb
## 53           6.9         3.1          4.9         1.5 versicolor  dài
## 54           5.5         2.3          4.0         1.3 versicolor ngắn
## 55           6.5         2.8          4.6         1.5 versicolor   tb
## 56           5.7         2.8          4.5         1.3 versicolor   tb
## 57           6.3         3.3          4.7         1.6 versicolor   tb
## 58           4.9         2.4          3.3         1.0 versicolor ngắn
## 59           6.6         2.9          4.6         1.3 versicolor   tb
## 60           5.2         2.7          3.9         1.4 versicolor ngắn
## 61           5.0         2.0          3.5         1.0 versicolor ngắn
## 62           5.9         3.0          4.2         1.5 versicolor   tb
## 63           6.0         2.2          4.0         1.0 versicolor   tb
## 64           6.1         2.9          4.7         1.4 versicolor   tb
## 65           5.6         2.9          3.6         1.3 versicolor   tb
## 66           6.7         3.1          4.4         1.4 versicolor   tb
## 67           5.6         3.0          4.5         1.5 versicolor   tb
## 68           5.8         2.7          4.1         1.0 versicolor   tb
## 69           6.2         2.2          4.5         1.5 versicolor   tb
## 70           5.6         2.5          3.9         1.1 versicolor   tb
## 71           5.9         3.2          4.8         1.8 versicolor   tb
## 72           6.1         2.8          4.0         1.3 versicolor   tb
## 73           6.3         2.5          4.9         1.5 versicolor   tb
## 74           6.1         2.8          4.7         1.2 versicolor   tb
## 75           6.4         2.9          4.3         1.3 versicolor   tb
## 76           6.6         3.0          4.4         1.4 versicolor   tb
## 77           6.8         2.8          4.8         1.4 versicolor  dài
## 78           6.7         3.0          5.0         1.7 versicolor   tb
## 79           6.0         2.9          4.5         1.5 versicolor   tb
## 80           5.7         2.6          3.5         1.0 versicolor   tb
## 81           5.5         2.4          3.8         1.1 versicolor ngắn
## 82           5.5         2.4          3.7         1.0 versicolor ngắn
## 83           5.8         2.7          3.9         1.2 versicolor   tb
## 84           6.0         2.7          5.1         1.6 versicolor   tb
## 85           5.4         3.0          4.5         1.5 versicolor ngắn
## 86           6.0         3.4          4.5         1.6 versicolor   tb
## 87           6.7         3.1          4.7         1.5 versicolor   tb
## 88           6.3         2.3          4.4         1.3 versicolor   tb
## 89           5.6         3.0          4.1         1.3 versicolor   tb
## 90           5.5         2.5          4.0         1.3 versicolor ngắn
## 91           5.5         2.6          4.4         1.2 versicolor ngắn
## 92           6.1         3.0          4.6         1.4 versicolor   tb
## 93           5.8         2.6          4.0         1.2 versicolor   tb
## 94           5.0         2.3          3.3         1.0 versicolor ngắn
## 95           5.6         2.7          4.2         1.3 versicolor   tb
## 96           5.7         3.0          4.2         1.2 versicolor   tb
## 97           5.7         2.9          4.2         1.3 versicolor   tb
## 98           6.2         2.9          4.3         1.3 versicolor   tb
## 99           5.1         2.5          3.0         1.1 versicolor ngắn
## 100          5.7         2.8          4.1         1.3 versicolor   tb
## 101          6.3         3.3          6.0         2.5  virginica   tb
## 102          5.8         2.7          5.1         1.9  virginica   tb
## 103          7.1         3.0          5.9         2.1  virginica  dài
## 104          6.3         2.9          5.6         1.8  virginica   tb
## 105          6.5         3.0          5.8         2.2  virginica   tb
## 106          7.6         3.0          6.6         2.1  virginica  dài
## 107          4.9         2.5          4.5         1.7  virginica ngắn
## 108          7.3         2.9          6.3         1.8  virginica  dài
## 109          6.7         2.5          5.8         1.8  virginica   tb
## 110          7.2         3.6          6.1         2.5  virginica  dài
## 111          6.5         3.2          5.1         2.0  virginica   tb
## 112          6.4         2.7          5.3         1.9  virginica   tb
## 113          6.8         3.0          5.5         2.1  virginica  dài
## 114          5.7         2.5          5.0         2.0  virginica   tb
## 115          5.8         2.8          5.1         2.4  virginica   tb
## 116          6.4         3.2          5.3         2.3  virginica   tb
## 117          6.5         3.0          5.5         1.8  virginica   tb
## 118          7.7         3.8          6.7         2.2  virginica  dài
## 119          7.7         2.6          6.9         2.3  virginica  dài
## 120          6.0         2.2          5.0         1.5  virginica   tb
## 121          6.9         3.2          5.7         2.3  virginica  dài
## 122          5.6         2.8          4.9         2.0  virginica   tb
## 123          7.7         2.8          6.7         2.0  virginica  dài
## 124          6.3         2.7          4.9         1.8  virginica   tb
## 125          6.7         3.3          5.7         2.1  virginica   tb
## 126          7.2         3.2          6.0         1.8  virginica  dài
## 127          6.2         2.8          4.8         1.8  virginica   tb
## 128          6.1         3.0          4.9         1.8  virginica   tb
## 129          6.4         2.8          5.6         2.1  virginica   tb
## 130          7.2         3.0          5.8         1.6  virginica  dài
## 131          7.4         2.8          6.1         1.9  virginica  dài
## 132          7.9         3.8          6.4         2.0  virginica  dài
## 133          6.4         2.8          5.6         2.2  virginica   tb
## 134          6.3         2.8          5.1         1.5  virginica   tb
## 135          6.1         2.6          5.6         1.4  virginica   tb
## 136          7.7         3.0          6.1         2.3  virginica  dài
## 137          6.3         3.4          5.6         2.4  virginica   tb
## 138          6.4         3.1          5.5         1.8  virginica   tb
## 139          6.0         3.0          4.8         1.8  virginica   tb
## 140          6.9         3.1          5.4         2.1  virginica  dài
## 141          6.7         3.1          5.6         2.4  virginica   tb
## 142          6.9         3.1          5.1         2.3  virginica  dài
## 143          5.8         2.7          5.1         1.9  virginica   tb
## 144          6.8         3.2          5.9         2.3  virginica  dài
## 145          6.7         3.3          5.7         2.5  virginica   tb
## 146          6.7         3.0          5.2         2.3  virginica   tb
## 147          6.3         2.5          5.0         1.9  virginica   tb
## 148          6.5         3.0          5.2         2.0  virginica   tb
## 149          6.2         3.4          5.4         2.3  virginica   tb
## 150          5.9         3.0          5.1         1.8  virginica   tb

tmp <- table(d$Species,d$sl.c) #Tạo ra một bảng hai chiều thể hiện mối quan hệ giữa hai biến Species và sl.c trong đối tượng d.
print(tmp)

##             
##              ngắn tb dài
##   setosa       47  3   0
##   versicolor   11 36   3
##   virginica     1 32  17

NHIỆM VỤ 2.2

Mô tả về bộ dữ liệu

Số lượng mẫu: 1460 (số lượng ngôi nhà)
Số lượng biến: 81 (số lượng đặc điểm của mỗi ngôi nhà)
Biến mục tiêu: Giá bán của ngôi nhà
Các loại biến khác:
- Biến số liên tục: thu nhập trung bình trong khu vực, diện tích nhà, số phòng ngủ, …
- Biến số phân loại: loại nhà, chất lượng xây dựng, vị trí, …
Các biến trong bộ dữ liệu:
- MSSubClass: Loại nhà
- LotFrontage: Chiều rộng mặt tiền của lô đất
- LotArea: Diện tích lô đất
- OverallQual: Chất lượng tổng thể của ngôi nhà
- YearBuilt: Năm xây dựng
- BedroomAbvGr: Số phòng ngủ trên tầng trệt
- KitchenAbvGr: Số phòng bếp trên tầng trệt
- FireplaceQu: Chất lượng lò sưởi
- GarageCars: Số chỗ đậu xe trong garage
- SalePrice: Giá bán của ngôi nhà
Bộ dữ liệu này được đánh giá cao vì:
- Số lượng mẫu lớn, giúp cho các mô hình dự đoán được huấn luyện tốt và có độ chính xác cao.
- Sự đa dạng của các biến, cho phép các mô hình học được các yếu tố quan trọng ảnh hưởng đến giá nhà.
- Sự sẵn có rộng rãi và dễ dàng truy cập, khiến nó trở thành một lựa chọn phổ biến cho các nghiên cứu và thực hành học máy.

Rút trích các dữ liệu

library(csv)
train <- read.csv(file.choose(), header = T)
knitr::kable(train)

Id	MSSubClass	MSZoning	LotFrontage	LotArea	Street	Alley	LotShape	LandContour	Utilities	LotConfig	LandSlope	Neighborhood	Condition1	Condition2	BldgType	HouseStyle	OverallQual	OverallCond	YearBuilt	YearRemodAdd	RoofStyle	RoofMatl	Exterior1st	Exterior2nd	MasVnrType	MasVnrArea	ExterQual	ExterCond	Foundation	BsmtQual	BsmtCond	BsmtExposure	BsmtFinType1	BsmtFinSF1	BsmtFinType2	BsmtFinSF2	BsmtUnfSF	TotalBsmtSF	Heating	HeatingQC	CentralAir	Electrical	X1stFlrSF	X2ndFlrSF	LowQualFinSF	GrLivArea	BsmtFullBath	BsmtHalfBath	FullBath	HalfBath	BedroomAbvGr	KitchenAbvGr	KitchenQual	TotRmsAbvGrd	Functional	Fireplaces	FireplaceQu	GarageType	GarageYrBlt	GarageFinish	GarageCars	GarageArea	GarageQual	GarageCond	PavedDrive	WoodDeckSF	OpenPorchSF	EnclosedPorch	X3SsnPorch	ScreenPorch	PoolArea	PoolQC	Fence	MiscFeature	MiscVal	MoSold	YrSold	SaleType	SaleCondition	SalePrice
1	60	RL	65	8450	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	BrkFace	196	Gd	TA	PConc	Gd	TA	No	GLQ	706	Unf	0	150	856	GasA	Ex	Y	SBrkr	856	854	0	1710	1	0	2	1	3	1	Gd	8	Typ	0	NA	Attchd	2003	RFn	2	548	TA	TA	Y	0	61	0	0	0	0	NA	NA	NA	0	2	2008	WD	Normal	208500
2	20	RL	80	9600	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	Veenker	Feedr	Norm	1Fam	1Story	6	8	1976	1976	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	Gd	TA	Gd	ALQ	978	Unf	0	284	1262	GasA	Ex	Y	SBrkr	1262	0	0	1262	0	1	2	0	3	1	TA	6	Typ	1	TA	Attchd	1976	RFn	2	460	TA	TA	Y	298	0	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	181500
3	60	RL	68	11250	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2001	2002	Gable	CompShg	VinylSd	VinylSd	BrkFace	162	Gd	TA	PConc	Gd	TA	Mn	GLQ	486	Unf	0	434	920	GasA	Ex	Y	SBrkr	920	866	0	1786	1	0	2	1	3	1	Gd	6	Typ	1	TA	Attchd	2001	RFn	2	608	TA	TA	Y	0	42	0	0	0	0	NA	NA	NA	0	9	2008	WD	Normal	223500
4	70	RL	60	9550	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Crawfor	Norm	Norm	1Fam	2Story	7	5	1915	1970	Gable	CompShg	Wd Sdng	Wd Shng	None	0	TA	TA	BrkTil	TA	Gd	No	ALQ	216	Unf	0	540	756	GasA	Gd	Y	SBrkr	961	756	0	1717	1	0	1	0	3	1	Gd	7	Typ	1	Gd	Detchd	1998	Unf	3	642	TA	TA	Y	0	35	272	0	0	0	NA	NA	NA	0	2	2006	WD	Abnorml	140000
5	60	RL	84	14260	Pave	NA	IR1	Lvl	AllPub	FR2	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	2000	2000	Gable	CompShg	VinylSd	VinylSd	BrkFace	350	Gd	TA	PConc	Gd	TA	Av	GLQ	655	Unf	0	490	1145	GasA	Ex	Y	SBrkr	1145	1053	0	2198	1	0	2	1	4	1	Gd	9	Typ	1	TA	Attchd	2000	RFn	3	836	TA	TA	Y	192	84	0	0	0	0	NA	NA	NA	0	12	2008	WD	Normal	250000
6	50	RL	85	14115	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	1.5Fin	5	5	1993	1995	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	Wood	Gd	TA	No	GLQ	732	Unf	0	64	796	GasA	Ex	Y	SBrkr	796	566	0	1362	1	0	1	1	1	1	TA	5	Typ	0	NA	Attchd	1993	Unf	2	480	TA	TA	Y	40	30	0	320	0	0	NA	MnPrv	Shed	700	10	2009	WD	Normal	143000
7	20	RL	75	10084	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	8	5	2004	2005	Gable	CompShg	VinylSd	VinylSd	Stone	186	Gd	TA	PConc	Ex	TA	Av	GLQ	1369	Unf	0	317	1686	GasA	Ex	Y	SBrkr	1694	0	0	1694	1	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2004	RFn	2	636	TA	TA	Y	255	57	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal	307000
8	60	RL	NA	10382	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NWAmes	PosN	Norm	1Fam	2Story	7	6	1973	1973	Gable	CompShg	HdBoard	HdBoard	Stone	240	TA	TA	CBlock	Gd	TA	Mn	ALQ	859	BLQ	32	216	1107	GasA	Ex	Y	SBrkr	1107	983	0	2090	1	0	2	1	3	1	TA	7	Typ	2	TA	Attchd	1973	RFn	2	484	TA	TA	Y	235	204	228	0	0	0	NA	NA	Shed	350	11	2009	WD	Normal	200000
9	50	RM	51	6120	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Artery	Norm	1Fam	1.5Fin	7	5	1931	1950	Gable	CompShg	BrkFace	Wd Shng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	952	952	GasA	Gd	Y	FuseF	1022	752	0	1774	0	0	2	0	2	2	TA	8	Min1	2	TA	Detchd	1931	Unf	2	468	Fa	TA	Y	90	0	205	0	0	0	NA	NA	NA	0	4	2008	WD	Abnorml	129900
10	190	RL	50	7420	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	BrkSide	Artery	Artery	2fmCon	1.5Unf	5	6	1939	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	GLQ	851	Unf	0	140	991	GasA	Ex	Y	SBrkr	1077	0	0	1077	1	0	1	0	2	2	TA	5	Typ	2	TA	Attchd	1939	RFn	1	205	Gd	TA	Y	0	4	0	0	0	0	NA	NA	NA	0	1	2008	WD	Normal	118000
11	20	RL	70	11200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	5	1965	1965	Hip	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	Rec	906	Unf	0	134	1040	GasA	Ex	Y	SBrkr	1040	0	0	1040	1	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1965	Unf	1	384	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	2	2008	WD	Normal	129500
12	60	RL	85	11924	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	9	5	2005	2006	Hip	CompShg	WdShing	Wd Shng	Stone	286	Ex	TA	PConc	Ex	TA	No	GLQ	998	Unf	0	177	1175	GasA	Ex	Y	SBrkr	1182	1142	0	2324	1	0	3	0	4	1	Ex	11	Typ	2	Gd	BuiltIn	2005	Fin	3	736	TA	TA	Y	147	21	0	0	0	0	NA	NA	NA	0	7	2006	New	Partial	345000
13	20	RL	NA	12968	Pave	NA	IR2	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	6	1962	1962	Hip	CompShg	HdBoard	Plywood	None	0	TA	TA	CBlock	TA	TA	No	ALQ	737	Unf	0	175	912	GasA	TA	Y	SBrkr	912	0	0	912	1	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1962	Unf	1	352	TA	TA	Y	140	0	0	0	176	0	NA	NA	NA	0	9	2008	WD	Normal	144000
14	20	RL	91	10652	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2006	2007	Gable	CompShg	VinylSd	VinylSd	Stone	306	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	1494	1494	GasA	Ex	Y	SBrkr	1494	0	0	1494	0	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2006	RFn	3	840	TA	TA	Y	160	33	0	0	0	0	NA	NA	NA	0	8	2007	New	Partial	279500
15	20	RL	NA	10920	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	5	1960	1960	Hip	CompShg	MetalSd	MetalSd	BrkFace	212	TA	TA	CBlock	TA	TA	No	BLQ	733	Unf	0	520	1253	GasA	TA	Y	SBrkr	1253	0	0	1253	1	0	1	1	2	1	TA	5	Typ	1	Fa	Attchd	1960	RFn	1	352	TA	TA	Y	0	213	176	0	0	0	NA	GdWo	NA	0	5	2008	WD	Normal	157000
16	45	RM	51	6120	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	BrkSide	Norm	Norm	1Fam	1.5Unf	7	8	1929	2001	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	832	832	GasA	Ex	Y	FuseA	854	0	0	854	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1991	Unf	2	576	TA	TA	Y	48	112	0	0	0	0	NA	GdPrv	NA	0	7	2007	WD	Normal	132000
17	20	RL	NA	11241	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	7	1970	1970	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	180	TA	TA	CBlock	TA	TA	No	ALQ	578	Unf	0	426	1004	GasA	Ex	Y	SBrkr	1004	0	0	1004	1	0	1	0	2	1	TA	5	Typ	1	TA	Attchd	1970	Fin	2	480	TA	TA	Y	0	0	0	0	0	0	NA	NA	Shed	700	3	2010	WD	Normal	149000
18	90	RL	72	10791	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	Duplex	1Story	4	5	1967	1967	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	TA	Y	SBrkr	1296	0	0	1296	0	0	2	0	2	2	TA	6	Typ	0	NA	CarPort	1967	Unf	2	516	TA	TA	Y	0	0	0	0	0	0	NA	NA	Shed	500	10	2006	WD	Normal	90000
19	20	RL	66	13695	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	RRAe	Norm	1Fam	1Story	5	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	TA	TA	No	GLQ	646	Unf	0	468	1114	GasA	Ex	Y	SBrkr	1114	0	0	1114	1	0	1	1	3	1	Gd	6	Typ	0	NA	Detchd	2004	Unf	2	576	TA	TA	Y	0	102	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	159000
20	20	RL	70	7560	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1958	1965	Hip	CompShg	BrkFace	Plywood	None	0	TA	TA	CBlock	TA	TA	No	LwQ	504	Unf	0	525	1029	GasA	TA	Y	SBrkr	1339	0	0	1339	0	0	1	0	3	1	TA	6	Min1	0	NA	Attchd	1958	Unf	1	294	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	5	2009	COD	Abnorml	139000
21	60	RL	101	14215	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NridgHt	Norm	Norm	1Fam	2Story	8	5	2005	2006	Gable	CompShg	VinylSd	VinylSd	BrkFace	380	Gd	TA	PConc	Ex	TA	Av	Unf	0	Unf	0	1158	1158	GasA	Ex	Y	SBrkr	1158	1218	0	2376	0	0	3	1	4	1	Gd	9	Typ	1	Gd	BuiltIn	2005	RFn	3	853	TA	TA	Y	240	154	0	0	0	0	NA	NA	NA	0	11	2006	New	Partial	325300
22	45	RM	57	7449	Pave	Grvl	Reg	Bnk	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1.5Unf	7	7	1930	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	637	637	GasA	Ex	Y	FuseF	1108	0	0	1108	0	0	1	0	3	1	Gd	6	Typ	1	Gd	Attchd	1930	Unf	1	280	TA	TA	N	0	0	205	0	0	0	NA	GdPrv	NA	0	6	2007	WD	Normal	139400
23	20	RL	75	9742	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	8	5	2002	2002	Hip	CompShg	VinylSd	VinylSd	BrkFace	281	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1777	1777	GasA	Ex	Y	SBrkr	1795	0	0	1795	0	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2002	RFn	2	534	TA	TA	Y	171	159	0	0	0	0	NA	NA	NA	0	9	2008	WD	Normal	230000
24	120	RM	44	4224	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	TwnhsE	1Story	5	7	1976	1976	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	PConc	Gd	TA	No	GLQ	840	Unf	0	200	1040	GasA	TA	Y	SBrkr	1060	0	0	1060	1	0	1	0	3	1	TA	6	Typ	1	TA	Attchd	1976	Unf	2	572	TA	TA	Y	100	110	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	129900
25	20	RL	NA	8246	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	8	1968	2001	Gable	CompShg	Plywood	Plywood	None	0	TA	Gd	CBlock	TA	TA	Mn	Rec	188	ALQ	668	204	1060	GasA	Ex	Y	SBrkr	1060	0	0	1060	1	0	1	0	3	1	Gd	6	Typ	1	TA	Attchd	1968	Unf	1	270	TA	TA	Y	406	90	0	0	0	0	NA	MnPrv	NA	0	5	2010	WD	Normal	154000
26	20	RL	110	14230	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NridgHt	Norm	Norm	1Fam	1Story	8	5	2007	2007	Gable	CompShg	VinylSd	VinylSd	Stone	640	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1566	1566	GasA	Ex	Y	SBrkr	1600	0	0	1600	0	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2007	RFn	3	890	TA	TA	Y	0	56	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	256300
27	20	RL	60	7200	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1951	2000	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	Mn	BLQ	234	Rec	486	180	900	GasA	TA	Y	SBrkr	900	0	0	900	0	1	1	0	3	1	Gd	5	Typ	0	NA	Detchd	2005	Unf	2	576	TA	TA	Y	222	32	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	134800
28	20	RL	98	11478	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	8	5	2007	2008	Gable	CompShg	VinylSd	VinylSd	Stone	200	Gd	TA	PConc	Ex	TA	No	GLQ	1218	Unf	0	486	1704	GasA	Ex	Y	SBrkr	1704	0	0	1704	1	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2008	RFn	3	772	TA	TA	Y	0	50	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	306000
29	20	RL	47	16321	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1957	1997	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	Gd	BLQ	1277	Unf	0	207	1484	GasA	TA	Y	SBrkr	1600	0	0	1600	1	0	1	0	2	1	TA	6	Typ	2	Gd	Attchd	1957	RFn	1	319	TA	TA	Y	288	258	0	0	0	0	NA	NA	NA	0	12	2006	WD	Normal	207500
30	30	RM	60	6324	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	BrkSide	Feedr	RRNn	1Fam	1Story	4	6	1927	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	520	520	GasA	Fa	N	SBrkr	520	0	0	520	0	0	1	0	1	1	Fa	4	Typ	0	NA	Detchd	1920	Unf	1	240	Fa	TA	Y	49	0	87	0	0	0	NA	NA	NA	0	5	2008	WD	Normal	68500
31	70	C (all)	50	8500	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Feedr	Norm	1Fam	2Story	4	4	1920	1950	Gambrel	CompShg	BrkFace	BrkFace	None	0	TA	Fa	BrkTil	TA	TA	No	Unf	0	Unf	0	649	649	GasA	TA	N	SBrkr	649	668	0	1317	0	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1920	Unf	1	250	TA	Fa	N	0	54	172	0	0	0	NA	MnPrv	NA	0	7	2008	WD	Normal	40000
32	20	RL	NA	8544	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	6	1966	2006	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1228	1228	GasA	Gd	Y	SBrkr	1228	0	0	1228	0	0	1	1	3	1	Gd	6	Typ	0	NA	Attchd	1966	Unf	1	271	TA	TA	Y	0	65	0	0	0	0	NA	MnPrv	NA	0	6	2008	WD	Normal	149350
33	20	RL	85	11049	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	1Story	8	5	2007	2007	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Ex	TA	Av	Unf	0	Unf	0	1234	1234	GasA	Ex	Y	SBrkr	1234	0	0	1234	0	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2007	RFn	2	484	TA	TA	Y	0	30	0	0	0	0	NA	NA	NA	0	1	2008	WD	Normal	179900
34	20	RL	70	10552	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1959	1959	Hip	CompShg	BrkFace	BrkFace	None	0	TA	TA	CBlock	TA	TA	No	Rec	1018	Unf	0	380	1398	GasA	Gd	Y	SBrkr	1700	0	0	1700	0	1	1	1	4	1	Gd	6	Typ	1	Gd	Attchd	1959	RFn	2	447	TA	TA	Y	0	38	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	165500
35	120	RL	60	7313	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	9	5	2005	2005	Hip	CompShg	MetalSd	MetalSd	BrkFace	246	Ex	TA	PConc	Ex	TA	No	GLQ	1153	Unf	0	408	1561	GasA	Ex	Y	SBrkr	1561	0	0	1561	1	0	2	0	2	1	Ex	6	Typ	1	Gd	Attchd	2005	Fin	2	556	TA	TA	Y	203	47	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal	277500
36	60	RL	108	13418	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	8	5	2004	2005	Gable	CompShg	VinylSd	VinylSd	Stone	132	Gd	TA	PConc	Ex	TA	Av	Unf	0	Unf	0	1117	1117	GasA	Ex	Y	SBrkr	1132	1320	0	2452	0	0	3	1	4	1	Gd	9	Typ	1	Gd	BuiltIn	2004	Fin	3	691	TA	TA	Y	113	32	0	0	0	0	NA	NA	NA	0	9	2006	WD	Normal	309000
37	20	RL	112	10859	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	5	1994	1995	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1097	1097	GasA	Ex	Y	SBrkr	1097	0	0	1097	0	0	1	1	3	1	TA	6	Typ	0	NA	Attchd	1995	Unf	2	672	TA	TA	Y	392	64	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	145000
38	20	RL	74	8532	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1954	1990	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	650	TA	TA	CBlock	TA	TA	No	Rec	1213	Unf	0	84	1297	GasA	Gd	Y	SBrkr	1297	0	0	1297	0	1	1	0	3	1	TA	5	Typ	1	TA	Attchd	1954	Fin	2	498	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	10	2009	WD	Normal	153000
39	20	RL	68	7922	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1953	2007	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	CBlock	TA	TA	No	GLQ	731	Unf	0	326	1057	GasA	TA	Y	SBrkr	1057	0	0	1057	1	0	1	0	3	1	Gd	5	Typ	0	NA	Detchd	1953	Unf	1	246	TA	TA	Y	0	52	0	0	0	0	NA	NA	NA	0	1	2010	WD	Abnorml	109000
40	90	RL	65	6040	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	Duplex	1Story	4	5	1955	1955	Gable	CompShg	AsbShng	Plywood	None	0	TA	TA	PConc	NA	NA	NA	NA	0	NA	0	0	0	GasA	TA	N	FuseP	1152	0	0	1152	0	0	2	0	2	2	Fa	6	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	0	0	0	0	0	NA	NA	NA	0	6	2008	WD	AdjLand	82000
41	20	RL	84	8658	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	5	1965	1965	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	101	TA	TA	CBlock	TA	TA	No	Rec	643	Unf	0	445	1088	GasA	Ex	Y	SBrkr	1324	0	0	1324	0	0	2	0	3	1	TA	6	Typ	1	TA	Attchd	1965	RFn	2	440	TA	TA	Y	0	138	0	0	0	0	NA	GdWo	NA	0	12	2006	WD	Abnorml	160000
42	20	RL	115	16905	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	5	6	1959	1959	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	CBlock	TA	TA	Gd	BLQ	967	Unf	0	383	1350	GasA	Gd	Y	SBrkr	1328	0	0	1328	0	1	1	1	2	1	TA	5	Typ	2	Gd	Attchd	1959	RFn	1	308	TA	TA	P	0	104	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	170000
43	85	RL	NA	9180	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	SawyerW	Norm	Norm	1Fam	SFoyer	5	7	1983	1983	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	Gd	TA	Av	ALQ	747	LwQ	93	0	840	GasA	Gd	Y	SBrkr	884	0	0	884	1	0	1	0	2	1	Gd	5	Typ	0	NA	Attchd	1983	RFn	2	504	TA	Gd	Y	240	0	0	0	0	0	NA	MnPrv	NA	0	12	2007	WD	Normal	144000
44	20	RL	NA	9200	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	6	1975	1980	Hip	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	Gd	TA	Av	LwQ	280	BLQ	491	167	938	GasA	TA	Y	SBrkr	938	0	0	938	1	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1977	Unf	1	308	TA	TA	Y	145	0	0	0	0	0	NA	MnPrv	NA	0	7	2008	WD	Normal	130250
45	20	RL	70	7945	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1959	1959	Gable	CompShg	BrkFace	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	ALQ	179	BLQ	506	465	1150	GasA	Ex	Y	FuseA	1150	0	0	1150	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1959	RFn	1	300	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal	141000
46	120	RL	61	7658	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	9	5	2005	2005	Hip	CompShg	MetalSd	MetalSd	BrkFace	412	Ex	TA	PConc	Ex	TA	No	GLQ	456	Unf	0	1296	1752	GasA	Ex	Y	SBrkr	1752	0	0	1752	1	0	2	0	2	1	Ex	6	Typ	1	Gd	Attchd	2005	RFn	2	576	TA	TA	Y	196	82	0	0	0	0	NA	NA	NA	0	2	2010	WD	Normal	319900
47	50	RL	48	12822	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Mitchel	Norm	Norm	1Fam	1.5Fin	7	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Ex	TA	No	GLQ	1351	Unf	0	83	1434	GasA	Ex	Y	SBrkr	1518	631	0	2149	1	0	1	1	1	1	Gd	6	Typ	1	Ex	Attchd	2003	RFn	2	670	TA	TA	Y	168	43	0	0	198	0	NA	NA	NA	0	8	2009	WD	Abnorml	239686
48	20	FV	84	11096	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	8	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	24	Unf	0	1632	1656	GasA	Ex	Y	SBrkr	1656	0	0	1656	0	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2006	RFn	3	826	TA	TA	Y	0	146	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	249700
49	190	RM	33	4456	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	2fmCon	2Story	4	5	1920	2008	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	736	736	GasA	Gd	Y	SBrkr	736	716	0	1452	0	0	2	0	2	3	TA	8	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	0	102	0	0	0	NA	NA	NA	0	6	2009	New	Partial	113000
50	20	RL	66	7742	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	7	1966	1966	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	BLQ	763	Unf	0	192	955	GasA	Ex	Y	SBrkr	955	0	0	955	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1966	Unf	1	386	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	1	2007	WD	Normal	127000
51	60	RL	NA	13869	Pave	NA	IR2	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	6	1997	1997	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	Av	GLQ	182	Unf	0	612	794	GasA	Gd	Y	SBrkr	794	676	0	1470	0	1	2	0	3	1	TA	6	Typ	0	NA	Attchd	1997	Fin	2	388	TA	TA	Y	0	75	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	177000
52	50	RM	52	6240	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	6	6	1934	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	816	816	GasA	TA	Y	SBrkr	816	0	360	1176	0	0	1	0	3	1	TA	6	Typ	1	Gd	Detchd	1985	Unf	2	528	TA	TA	Y	112	0	0	0	0	0	NA	MnPrv	Shed	400	9	2006	WD	Normal	114500
53	90	RM	110	8472	Grvl	NA	IR2	Bnk	AllPub	Corner	Mod	IDOTRR	RRNn	Norm	Duplex	1Story	5	5	1963	1963	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	Fa	TA	CBlock	Gd	TA	Gd	LwQ	104	GLQ	712	0	816	GasA	TA	N	SBrkr	816	0	0	816	1	0	1	0	2	1	TA	5	Typ	0	NA	CarPort	1963	Unf	2	516	TA	TA	Y	106	0	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	110000
54	20	RL	68	50271	Pave	NA	IR1	Low	AllPub	Inside	Gtl	Veenker	Norm	Norm	1Fam	1Story	9	5	1981	1987	Gable	WdShngl	WdShing	Wd Shng	None	0	Gd	TA	CBlock	Ex	TA	Gd	GLQ	1810	Unf	0	32	1842	GasA	Gd	Y	SBrkr	1842	0	0	1842	2	0	0	1	0	1	Gd	5	Typ	1	Gd	Attchd	1981	Fin	3	894	TA	TA	Y	857	72	0	0	0	0	NA	NA	NA	0	11	2006	WD	Normal	385000
55	80	RL	60	7134	Pave	NA	Reg	Bnk	AllPub	Inside	Mod	NAmes	Norm	Norm	1Fam	SLvl	5	5	1955	1955	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	ALQ	384	Unf	0	0	384	GasA	TA	Y	SBrkr	1360	0	0	1360	0	0	1	0	3	1	TA	6	Min1	1	TA	Detchd	1962	Unf	2	572	TA	TA	Y	0	50	0	0	0	0	NA	MnPrv	NA	0	2	2007	WD	Normal	130000
56	20	RL	100	10175	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	5	1964	1964	Gable	CompShg	HdBoard	Plywood	BrkFace	272	TA	TA	CBlock	TA	TA	No	BLQ	490	Unf	0	935	1425	GasA	Gd	Y	SBrkr	1425	0	0	1425	0	0	2	0	3	1	TA	7	Typ	1	Gd	Attchd	1964	RFn	2	576	TA	TA	Y	0	0	0	407	0	0	NA	NA	NA	0	7	2008	WD	Normal	180500
57	160	FV	24	2645	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	Twnhs	2Story	8	5	1999	2000	Gable	CompShg	MetalSd	MetalSd	BrkFace	456	Gd	TA	PConc	Gd	TA	No	GLQ	649	Unf	0	321	970	GasA	Ex	Y	SBrkr	983	756	0	1739	1	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	1999	Fin	2	480	TA	TA	Y	115	0	0	0	0	0	NA	NA	NA	0	8	2009	WD	Abnorml	172500
58	60	RL	89	11645	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	860	860	GasA	Ex	Y	SBrkr	860	860	0	1720	0	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	2004	RFn	2	565	TA	TA	Y	0	70	0	0	0	0	NA	NA	NA	0	8	2006	WD	Normal	196500
59	60	RL	66	13682	Pave	NA	IR2	HLS	AllPub	CulDSac	Gtl	StoneBr	Norm	Norm	1Fam	2Story	10	5	2006	2006	Hip	CompShg	VinylSd	VinylSd	BrkFace	1031	Ex	TA	PConc	Ex	TA	Gd	Unf	0	Unf	0	1410	1410	GasA	Ex	Y	SBrkr	1426	1519	0	2945	0	0	3	1	3	1	Gd	10	Typ	1	Gd	BuiltIn	2006	Fin	3	641	TA	TA	Y	192	0	37	0	0	0	NA	NA	NA	0	10	2006	New	Partial	438780
60	20	RL	60	7200	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	7	1972	1972	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	Av	ALQ	632	Unf	0	148	780	GasA	Ex	Y	SBrkr	780	0	0	780	0	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1973	Unf	1	352	TA	TA	Y	196	0	0	0	0	0	NA	MnPrv	NA	0	1	2008	WD	Normal	124900
61	20	RL	63	13072	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	RRAe	Norm	1Fam	1Story	6	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	ALQ	941	Unf	0	217	1158	GasA	Ex	Y	SBrkr	1158	0	0	1158	1	0	1	1	3	1	Gd	5	Typ	0	NA	Detchd	2006	Unf	2	576	TA	TA	Y	0	50	0	0	0	0	NA	NA	NA	0	5	2006	New	Partial	158000
62	75	RM	60	7200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	2.5Unf	5	7	1920	1996	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	Fa	No	Unf	0	Unf	0	530	530	GasA	TA	N	SBrkr	581	530	0	1111	0	0	1	0	3	1	Fa	6	Typ	0	NA	Detchd	1935	Unf	1	288	TA	TA	N	0	0	144	0	0	0	NA	NA	NA	0	3	2007	WD	Normal	101000
63	120	RL	44	6442	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	8	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	Stone	178	Gd	TA	PConc	Gd	Gd	Mn	GLQ	24	Unf	0	1346	1370	GasA	Ex	Y	SBrkr	1370	0	0	1370	0	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2006	RFn	2	484	TA	TA	Y	120	49	0	0	0	0	NA	NA	NA	0	10	2007	WD	Normal	202500
64	70	RM	50	10300	Pave	NA	IR1	Bnk	AllPub	Inside	Gtl	OldTown	RRAn	Feedr	1Fam	2Story	7	6	1921	1950	Gable	CompShg	Stucco	Stucco	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	576	576	GasA	Gd	Y	SBrkr	902	808	0	1710	0	0	2	0	3	1	TA	9	Typ	0	NA	Detchd	1990	Unf	2	480	TA	TA	Y	12	11	64	0	0	0	NA	GdPrv	NA	0	4	2010	WD	Normal	140000
65	60	RL	NA	9375	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	1997	1998	Gable	CompShg	VinylSd	VinylSd	BrkFace	573	TA	TA	PConc	Gd	TA	No	GLQ	739	Unf	0	318	1057	GasA	Ex	Y	SBrkr	1057	977	0	2034	1	0	2	1	3	1	Gd	8	Typ	0	NA	Attchd	1998	RFn	2	645	TA	TA	Y	576	36	0	0	0	0	NA	GdPrv	NA	0	2	2009	WD	Normal	219500
66	60	RL	76	9591	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	8	5	2004	2005	Gable	CompShg	VinylSd	VinylSd	BrkFace	344	Gd	TA	PConc	Ex	TA	Av	Unf	0	Unf	0	1143	1143	GasA	Ex	Y	SBrkr	1143	1330	0	2473	0	0	2	1	4	1	Gd	9	Typ	1	Gd	BuiltIn	2004	RFn	3	852	TA	TA	Y	192	151	0	0	0	0	NA	NA	NA	0	10	2007	WD	Normal	317000
67	20	RL	NA	19900	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	PosA	Norm	1Fam	1Story	7	5	1970	1989	Gable	CompShg	Plywood	Plywood	BrkFace	287	TA	TA	CBlock	Gd	TA	Gd	GLQ	912	Unf	0	1035	1947	GasA	TA	Y	SBrkr	2207	0	0	2207	1	0	2	0	3	1	TA	7	Min1	1	Gd	Attchd	1970	RFn	2	576	TA	TA	Y	301	0	0	0	0	0	NA	NA	NA	0	7	2010	WD	Normal	180000
68	20	RL	72	10665	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	BrkFace	167	Gd	TA	PConc	Gd	TA	Av	GLQ	1013	Unf	0	440	1453	GasA	Ex	Y	SBrkr	1479	0	0	1479	1	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2003	RFn	2	558	TA	TA	Y	144	29	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	226000
69	30	RM	47	4608	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Artery	Norm	1Fam	1Story	4	6	1945	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	No	Unf	0	Unf	0	747	747	GasA	TA	Y	SBrkr	747	0	0	747	0	0	1	0	2	1	TA	4	Typ	0	NA	Attchd	1945	Unf	1	220	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal	80000
70	50	RL	81	15593	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	ClearCr	Norm	Norm	1Fam	1.5Fin	7	4	1953	1953	Gable	CompShg	BrkFace	AsbShng	None	0	Gd	TA	CBlock	TA	TA	No	BLQ	603	Unf	0	701	1304	GasW	TA	Y	SBrkr	1304	983	0	2287	0	0	2	0	3	1	TA	7	Typ	1	TA	Attchd	1953	Fin	2	667	TA	TA	Y	0	21	114	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	225000
71	20	RL	95	13651	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	7	6	1973	1973	Gable	CompShg	Plywood	Plywood	BrkFace	1115	TA	Gd	CBlock	Gd	TA	Gd	ALQ	1880	Unf	0	343	2223	GasA	Ex	Y	SBrkr	2223	0	0	2223	1	0	2	0	3	1	TA	8	Typ	2	Gd	Attchd	1973	Fin	2	516	TA	TA	Y	300	0	0	0	0	0	NA	NA	NA	0	2	2007	WD	Normal	244000
72	20	RL	69	7599	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Mitchel	Norm	Norm	1Fam	1Story	4	6	1982	2006	Gable	CompShg	HdBoard	Plywood	None	0	TA	TA	CBlock	TA	TA	No	ALQ	565	Unf	0	280	845	GasA	TA	Y	SBrkr	845	0	0	845	1	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1987	Unf	2	360	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	129500
73	60	RL	74	10141	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	1998	1998	Gable	CompShg	VinylSd	VinylSd	BrkFace	40	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	832	832	GasA	Gd	Y	SBrkr	885	833	0	1718	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1998	Fin	2	427	TA	TA	Y	0	94	0	0	291	0	NA	NA	NA	0	12	2009	WD	Normal	185000
74	20	RL	85	10200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1954	2003	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	104	TA	TA	CBlock	TA	TA	No	ALQ	320	BLQ	362	404	1086	GasA	Gd	Y	SBrkr	1086	0	0	1086	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1989	Unf	2	490	TA	TA	Y	0	0	0	0	0	0	NA	GdWo	NA	0	5	2010	WD	Normal	144900
75	50	RM	60	5790	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	2Story	3	6	1915	1950	Gambrel	CompShg	VinylSd	VinylSd	None	0	Gd	Gd	CBlock	Fa	TA	No	Unf	0	Unf	0	840	840	GasA	Gd	N	SBrkr	840	765	0	1605	0	0	2	0	3	2	TA	8	Typ	0	NA	Detchd	1915	Unf	1	379	TA	TA	Y	0	0	202	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	107400
76	180	RM	21	1596	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	Twnhs	SLvl	4	5	1973	1973	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	CBlock	Gd	TA	Gd	GLQ	462	Unf	0	0	462	GasA	TA	Y	SBrkr	526	462	0	988	1	0	1	0	2	1	TA	5	Typ	0	NA	BuiltIn	1973	Unf	1	297	TA	TA	Y	120	101	0	0	0	0	NA	GdWo	NA	0	11	2009	WD	Normal	91000
77	20	RL	NA	8475	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	7	1956	1956	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	ALQ	228	Unf	0	724	952	GasA	Ex	Y	FuseA	952	0	0	952	0	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1956	Unf	1	283	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2008	WD	Normal	135750
78	50	RM	50	8635	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	5	5	1948	2001	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	BLQ	336	GLQ	41	295	672	GasA	TA	Y	SBrkr	1072	213	0	1285	1	0	1	0	2	1	TA	6	Min1	0	NA	Detchd	1948	Unf	1	240	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	1	2008	WD	Normal	127000
79	90	RL	72	10778	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	Duplex	1Story	4	5	1968	1968	Hip	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1768	1768	GasA	TA	N	SBrkr	1768	0	0	1768	0	0	2	0	4	2	TA	8	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	136500
80	50	RM	60	10440	Pave	Grvl	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	2Story	5	6	1910	1981	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	440	440	GasA	Gd	Y	SBrkr	682	548	0	1230	0	0	1	1	2	1	TA	5	Typ	0	NA	Detchd	1966	Unf	2	440	TA	TA	Y	74	0	128	0	0	0	NA	MnPrv	NA	0	5	2009	WD	Normal	110000
81	60	RL	100	13000	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	2Story	6	6	1968	1968	Gable	CompShg	VinylSd	VinylSd	BrkFace	576	TA	Gd	CBlock	Gd	TA	No	Rec	448	Unf	0	448	896	GasA	TA	Y	SBrkr	1182	960	0	2142	0	0	2	1	4	1	Gd	8	Typ	1	Gd	Attchd	1968	Fin	1	509	TA	TA	Y	0	72	0	0	252	0	NA	NA	NA	0	6	2009	WD	Normal	193500
82	120	RM	32	4500	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	Mitchel	Norm	Norm	TwnhsE	1Story	6	5	1998	1998	Hip	CompShg	VinylSd	VinylSd	BrkFace	443	TA	Gd	PConc	Ex	Gd	No	GLQ	1201	Unf	0	36	1237	GasA	Ex	Y	SBrkr	1337	0	0	1337	1	0	2	0	2	1	TA	5	Typ	0	NA	Attchd	1998	Fin	2	405	TA	TA	Y	0	199	0	0	0	0	NA	NA	NA	0	3	2006	WD	Normal	153500
83	20	RL	78	10206	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	8	5	2007	2007	Gable	CompShg	VinylSd	VinylSd	Stone	468	TA	TA	PConc	Gd	TA	No	GLQ	33	Unf	0	1530	1563	GasA	Ex	Y	SBrkr	1563	0	0	1563	0	0	2	0	3	1	Gd	6	Typ	1	Gd	Attchd	2007	RFn	3	758	TA	TA	Y	144	99	0	0	0	0	NA	NA	NA	0	10	2008	WD	Normal	245000
84	20	RL	80	8892	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1960	1960	Gable	CompShg	MetalSd	MetalSd	BrkCmn	66	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1065	1065	GasA	Gd	Y	SBrkr	1065	0	0	1065	0	0	1	1	3	1	TA	6	Typ	0	NA	Detchd	1974	Unf	2	461	TA	TA	Y	74	0	0	0	0	0	NA	NA	NA	0	7	2007	COD	Normal	126500
85	80	RL	NA	8530	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	SLvl	7	5	1995	1996	Gable	CompShg	HdBoard	HdBoard	BrkFace	22	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	384	384	GasA	Gd	Y	SBrkr	804	670	0	1474	0	0	2	1	3	1	TA	7	Typ	1	TA	BuiltIn	1995	Fin	2	400	TA	TA	Y	120	72	0	0	0	0	NA	NA	Shed	700	5	2009	WD	Normal	168500
86	60	RL	121	16059	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1991	1992	Hip	CompShg	HdBoard	HdBoard	BrkFace	284	Gd	TA	CBlock	Gd	TA	No	Unf	0	Unf	0	1288	1288	GasA	Ex	Y	SBrkr	1301	1116	0	2417	0	0	2	1	4	1	Gd	9	Typ	1	TA	Attchd	1991	Unf	2	462	TA	TA	Y	127	82	0	0	0	0	NA	NA	NA	0	4	2006	WD	Normal	260000
87	60	RL	122	11911	Pave	NA	IR2	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	684	684	GasA	Ex	Y	SBrkr	684	876	0	1560	0	0	2	1	3	1	Gd	6	Typ	1	Gd	BuiltIn	2005	Fin	2	400	TA	TA	Y	100	38	0	0	0	0	NA	NA	NA	0	3	2009	WD	Normal	174000
88	160	FV	40	3951	Pave	Pave	Reg	Lvl	AllPub	Corner	Gtl	Somerst	Norm	Norm	TwnhsE	2Story	6	5	2009	2009	Gable	CompShg	VinylSd	VinylSd	Stone	76	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	612	612	GasA	Ex	Y	SBrkr	612	612	0	1224	0	0	2	1	2	1	Gd	4	Typ	0	NA	Detchd	2009	RFn	2	528	TA	TA	Y	0	234	0	0	0	0	NA	NA	NA	0	6	2009	New	Partial	164500
89	50	C (all)	105	8470	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	IDOTRR	Feedr	Feedr	1Fam	1.5Fin	3	2	1915	1982	Hip	CompShg	Plywood	Plywood	None	0	Fa	Fa	CBlock	TA	Fa	No	Unf	0	Unf	0	1013	1013	GasA	TA	N	SBrkr	1013	0	513	1526	0	0	1	0	2	1	Fa	6	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	0	156	0	0	0	NA	MnPrv	NA	0	10	2009	ConLD	Abnorml	85000
90	20	RL	60	8070	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	4	5	1994	1995	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	GLQ	588	Unf	0	402	990	GasA	Ex	Y	SBrkr	990	0	0	990	1	0	1	0	3	1	TA	5	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal	123600
91	20	RL	60	7200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	5	1950	1950	Gable	CompShg	BrkFace	Wd Sdng	None	0	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	TA	Y	FuseA	1040	0	0	1040	0	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1950	Unf	2	420	TA	TA	Y	0	29	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	109900
92	20	RL	85	8500	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	3	1961	1961	Hip	CompShg	HdBoard	HdBoard	BrkCmn	203	TA	TA	CBlock	TA	TA	No	Rec	600	Unf	0	635	1235	GasA	TA	Y	SBrkr	1235	0	0	1235	0	0	1	0	2	1	TA	6	Typ	0	NA	Attchd	1961	Unf	2	480	TA	TA	Y	0	0	0	0	0	0	NA	GdWo	NA	0	12	2006	WD	Abnorml	98600
93	30	RL	80	13360	Pave	Grvl	IR1	HLS	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	1Story	5	7	1921	2006	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Gd	BrkTil	Gd	TA	No	ALQ	713	Unf	0	163	876	GasA	Ex	Y	SBrkr	964	0	0	964	1	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1921	Unf	2	432	TA	TA	Y	0	0	44	0	0	0	NA	NA	NA	0	8	2009	WD	Normal	163500
94	190	C (all)	60	7200	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	2fmCon	2.5Unf	6	6	1910	1998	Hip	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	Fa	Mn	Rec	1046	Unf	0	168	1214	GasW	Ex	N	SBrkr	1260	1031	0	2291	0	1	2	0	4	2	TA	9	Typ	1	Gd	Detchd	1900	Unf	2	506	TA	TA	Y	0	0	0	0	99	0	NA	NA	NA	0	11	2007	WD	Normal	133900
95	60	RL	69	9337	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	6	5	1997	1997	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	PConc	Gd	TA	No	GLQ	648	Unf	0	176	824	GasA	Ex	Y	SBrkr	905	881	0	1786	1	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	1997	RFn	2	684	TA	TA	Y	0	162	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	204750
96	60	RL	NA	9765	Pave	NA	IR2	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	8	1993	1993	Gable	CompShg	VinylSd	VinylSd	BrkFace	68	Ex	Gd	PConc	Gd	Gd	No	ALQ	310	Unf	0	370	680	GasA	Gd	Y	SBrkr	680	790	0	1470	0	0	2	1	3	1	TA	6	Typ	1	TA	BuiltIn	1993	Fin	2	420	TA	TA	Y	232	63	0	0	0	0	NA	NA	Shed	480	4	2009	WD	Normal	185000
97	20	RL	78	10264	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	1999	1999	Gable	CompShg	VinylSd	VinylSd	BrkFace	183	Gd	TA	PConc	Gd	TA	Av	ALQ	1162	Unf	0	426	1588	GasA	Ex	Y	SBrkr	1588	0	0	1588	0	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	1999	RFn	2	472	TA	TA	Y	158	29	0	0	0	0	NA	NA	NA	0	8	2006	WD	Normal	214000
98	20	RL	73	10921	Pave	NA	Reg	HLS	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	4	5	1965	1965	Hip	CompShg	HdBoard	HdBoard	BrkFace	48	TA	TA	CBlock	TA	TA	No	Rec	520	Unf	0	440	960	GasA	TA	Y	FuseF	960	0	0	960	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1965	Fin	1	432	TA	TA	P	120	0	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	94750
99	30	RL	85	10625	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Edwards	Norm	Norm	1Fam	1Story	5	5	1920	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	ALQ	108	Unf	0	350	458	GasA	Fa	N	SBrkr	835	0	0	835	0	0	1	0	2	1	TA	5	Typ	0	NA	Basment	1920	Unf	1	366	Fa	TA	Y	0	0	77	0	0	0	NA	NA	Shed	400	5	2010	COD	Abnorml	83000
100	20	RL	77	9320	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	5	1959	1959	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	TA	TA	No	ALQ	569	Unf	0	381	950	GasA	Fa	Y	SBrkr	1225	0	0	1225	1	0	1	1	3	1	TA	6	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	352	0	0	0	0	0	NA	NA	Shed	400	1	2010	WD	Normal	128950
101	20	RL	NA	10603	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	6	7	1977	2001	Gable	CompShg	Plywood	Plywood	BrkFace	28	TA	TA	PConc	TA	TA	Mn	ALQ	1200	Unf	0	410	1610	GasA	Gd	Y	SBrkr	1610	0	0	1610	1	0	2	0	3	1	Gd	6	Typ	2	TA	Attchd	1977	RFn	2	480	TA	TA	Y	168	68	0	0	0	0	NA	NA	NA	0	2	2010	WD	Normal	205000
102	60	RL	77	9206	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	6	5	1985	1985	Gable	CompShg	HdBoard	HdBoard	BrkFace	336	Gd	TA	CBlock	Gd	TA	No	Unf	0	Unf	0	741	741	GasA	TA	Y	SBrkr	977	755	0	1732	0	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	1985	Fin	2	476	TA	TA	Y	192	46	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal	178000
103	90	RL	64	7018	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	SawyerW	Norm	Norm	Duplex	1Story	5	5	1979	1979	Gable	CompShg	HdBoard	HdBoard	None	0	TA	Fa	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	TA	Y	SBrkr	1535	0	0	1535	0	0	2	0	4	2	TA	8	Typ	0	NA	Attchd	1979	Unf	2	410	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2009	WD	Alloca	118964
104	20	RL	94	10402	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2009	2009	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1226	1226	GasA	Ex	Y	SBrkr	1226	0	0	1226	0	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2009	RFn	3	740	TA	TA	Y	0	36	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	198900
105	50	RM	NA	7758	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	IDOTRR	Norm	Norm	1Fam	1.5Fin	7	4	1931	1950	Gable	CompShg	Stucco	Stucco	BrkFace	600	TA	Fa	PConc	TA	TA	No	LwQ	224	Unf	0	816	1040	GasA	Ex	Y	FuseF	1226	592	0	1818	0	0	1	1	4	1	TA	7	Typ	2	TA	Detchd	1951	Unf	1	240	TA	TA	Y	0	0	0	0	184	0	NA	NA	NA	0	6	2007	WD	Normal	169500
106	60	FV	75	9375	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	8	5	2003	2004	Hip	CompShg	VinylSd	VinylSd	BrkFace	768	Gd	TA	PConc	Ex	TA	No	Unf	0	Unf	0	1053	1053	GasA	Ex	Y	SBrkr	1053	939	0	1992	0	0	2	1	3	1	Gd	9	Typ	1	Gd	Attchd	2003	RFn	2	648	TA	TA	Y	140	45	0	0	0	0	NA	NA	NA	0	8	2008	WD	Normal	250000
107	30	RM	60	10800	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	4	7	1885	1995	Mansard	CompShg	VinylSd	VinylSd	None	0	TA	TA	BrkTil	Fa	TA	No	Unf	0	Unf	0	641	641	GasA	Gd	Y	SBrkr	1047	0	0	1047	0	0	1	0	2	1	TA	6	Typ	0	NA	Detchd	1954	Unf	1	273	Fa	Fa	N	0	0	0	0	0	0	NA	NA	Shed	450	8	2007	WD	Normal	100000
108	20	RM	50	6000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	5	5	1948	1950	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	ALQ	104	BLQ	169	516	789	GasA	Ex	Y	SBrkr	789	0	0	789	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1948	Unf	1	250	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2008	WD	Partial	115000
109	50	RM	85	8500	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	IDOTRR	Artery	Norm	1Fam	1.5Fin	5	7	1919	2005	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	793	793	GasW	TA	N	FuseF	997	520	0	1517	0	0	2	0	3	1	Fa	7	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	0	144	0	0	0	NA	NA	NA	0	8	2007	WD	Normal	115000
110	20	RL	105	11751	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	6	6	1977	1977	Hip	CompShg	Plywood	Plywood	BrkFace	480	TA	TA	CBlock	Gd	TA	No	BLQ	705	Unf	0	1139	1844	GasA	Ex	Y	SBrkr	1844	0	0	1844	0	0	2	0	3	1	TA	7	Typ	1	TA	Attchd	1977	RFn	2	546	TA	TA	Y	0	122	0	0	0	0	NA	MnPrv	NA	0	1	2010	COD	Normal	190000
111	50	RL	75	9525	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1.5Fin	6	4	1954	1972	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	Fa	No	Rec	444	Unf	0	550	994	GasA	Gd	Y	SBrkr	1216	639	0	1855	0	0	2	0	4	1	TA	7	Typ	0	NA	Attchd	1954	Unf	1	325	TA	TA	Y	182	0	0	0	0	0	NA	NA	NA	0	10	2006	WD	Normal	136900
112	80	RL	NA	7750	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	SLvl	7	5	2000	2000	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	GLQ	250	Unf	0	134	384	GasA	Ex	Y	SBrkr	774	656	0	1430	0	0	2	1	3	1	TA	7	Typ	1	TA	BuiltIn	2000	Fin	2	400	TA	TA	Y	180	0	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	180000
113	60	RL	77	9965	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2007	2007	Gable	CompShg	VinylSd	VinylSd	Stone	220	Gd	TA	PConc	Ex	TA	Av	GLQ	984	Unf	0	280	1264	GasA	Ex	Y	SBrkr	1282	1414	0	2696	1	0	2	1	4	1	Ex	10	Typ	1	Gd	BuiltIn	2007	Fin	3	792	TA	TA	Y	120	184	0	0	168	0	NA	NA	NA	0	10	2007	New	Partial	383970
114	20	RL	NA	21000	Pave	NA	Reg	Bnk	AllPub	Corner	Gtl	Crawfor	Norm	Norm	1Fam	1Story	6	5	1953	1953	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	184	TA	Gd	CBlock	Gd	TA	Mn	ALQ	35	Rec	869	905	1809	GasA	TA	Y	SBrkr	2259	0	0	2259	1	0	2	0	3	1	Gd	7	Typ	2	Gd	Basment	1953	Unf	2	450	TA	TA	Y	166	120	192	0	0	0	NA	MnPrv	NA	0	10	2007	COD	Abnorml	217000
115	70	RL	61	7259	Pave	NA	IR1	Lvl	AllPub	Inside	Mod	Crawfor	Norm	Norm	1Fam	2Story	6	8	1945	2002	Gambrel	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	ALQ	774	LwQ	150	104	1028	GasA	Ex	Y	SBrkr	1436	884	0	2320	1	0	2	1	3	1	Gd	9	Typ	1	TA	Detchd	1945	Unf	1	180	TA	TA	Y	224	0	0	0	0	0	NA	MnPrv	NA	0	7	2007	WD	Normal	259500
116	160	FV	34	3230	Pave	Pave	Reg	Lvl	AllPub	Corner	Gtl	Somerst	Norm	Norm	TwnhsE	2Story	6	5	1999	1999	Gable	CompShg	MetalSd	MetalSd	BrkFace	1129	TA	TA	PConc	Gd	TA	No	GLQ	419	Unf	0	310	729	GasA	Gd	Y	SBrkr	729	729	0	1458	0	0	2	1	2	1	TA	5	Typ	1	Fa	Detchd	1999	Unf	2	440	TA	TA	Y	0	32	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	176000
117	20	RL	NA	11616	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	5	1962	1962	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	116	TA	TA	CBlock	TA	TA	No	LwQ	170	BLQ	670	252	1092	GasA	TA	Y	SBrkr	1092	0	0	1092	0	1	1	0	3	1	TA	6	Typ	1	Po	Attchd	1962	Unf	1	288	TA	TA	Y	0	20	144	0	0	0	NA	NA	NA	0	9	2009	WD	Normal	139000
118	20	RL	74	8536	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Edwards	Norm	Norm	1Fam	1Story	5	5	2006	2007	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1125	1125	GasA	Gd	Y	SBrkr	1125	0	0	1125	0	0	1	1	2	1	TA	5	Typ	0	NA	Attchd	2007	Unf	2	430	TA	TA	Y	80	64	0	0	0	0	NA	NA	NA	0	4	2007	New	Partial	155000
119	60	RL	90	12376	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	SawyerW	Norm	Norm	1Fam	2Story	7	5	1990	1990	Hip	CompShg	Plywood	Plywood	None	0	TA	TA	PConc	Gd	TA	Mn	GLQ	1470	Unf	0	203	1673	GasA	Gd	Y	SBrkr	1699	1523	0	3222	1	0	3	0	5	1	Gd	11	Typ	2	TA	Attchd	1990	Unf	3	594	TA	TA	Y	367	0	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	320000
120	60	RL	65	8461	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	6	5	2005	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	728	728	GasA	Ex	Y	SBrkr	728	728	0	1456	0	0	2	1	3	1	Gd	8	Typ	1	Gd	Attchd	2005	Fin	2	390	TA	TA	Y	0	24	0	0	0	0	NA	NA	NA	0	7	2006	New	Partial	163990
121	80	RL	NA	21453	Pave	NA	IR1	Low	AllPub	CulDSac	Sev	ClearCr	Norm	Norm	1Fam	SLvl	6	5	1969	1969	Flat	Metal	Plywood	Plywood	None	0	TA	TA	CBlock	TA	TA	Gd	ALQ	938	Unf	0	0	938	GasA	Ex	Y	SBrkr	988	0	0	988	1	0	1	0	1	1	TA	4	Typ	2	TA	Attchd	1969	Unf	2	540	TA	TA	Y	0	130	0	130	0	0	NA	NA	NA	0	10	2006	WD	Normal	180000
122	50	RM	50	6060	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1.5Fin	4	5	1939	1950	Gable	CompShg	AsbShng	AsbShng	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	732	732	GasA	Gd	Y	SBrkr	772	351	0	1123	0	0	1	0	3	1	TA	4	Typ	0	NA	Detchd	1979	Unf	1	264	TA	TA	P	0	0	140	0	0	0	NA	MnPrv	NA	0	6	2007	WD	Normal	100000
123	20	RL	75	9464	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	7	1958	1958	Hip	CompShg	MetalSd	MetalSd	BrkFace	135	TA	Gd	CBlock	TA	TA	No	BLQ	570	Unf	0	510	1080	GasA	Gd	Y	SBrkr	1080	0	0	1080	0	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1958	Unf	1	288	TA	TA	Y	0	0	0	0	130	0	NA	NA	NA	0	6	2008	WD	Normal	136000
124	120	RL	55	7892	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	TwnhsE	1Story	6	5	1993	1993	Gable	CompShg	Plywood	Plywood	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	300	Unf	0	899	1199	GasA	Ex	Y	SBrkr	1199	0	0	1199	0	0	2	0	2	1	Gd	5	Typ	0	NA	Attchd	1993	RFn	2	530	TA	TA	Y	0	63	0	0	0	0	NA	NA	NA	0	3	2008	WD	Normal	153900
125	20	RL	48	17043	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NWAmes	Norm	Norm	1Fam	1Story	6	5	1979	1998	Gable	CompShg	HdBoard	HdBoard	None	0	TA	Gd	CBlock	Gd	Fa	No	Unf	0	Unf	0	1362	1362	GasA	TA	Y	SBrkr	1586	0	0	1586	0	0	2	0	3	1	TA	7	Typ	1	TA	Attchd	1979	Unf	2	435	TA	TA	Y	192	0	0	0	0	0	NA	NA	NA	0	1	2009	WD	Normal	181000
126	190	RM	60	6780	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	2fmCon	1.5Fin	6	8	1935	1982	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Fa	CBlock	TA	TA	Av	GLQ	490	Unf	0	30	520	GasA	Gd	N	SBrkr	520	0	234	754	1	0	1	0	2	1	TA	5	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	53	0	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	84500
127	120	RL	NA	4928	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NPkVill	Norm	Norm	TwnhsE	1Story	6	5	1976	1976	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	Gd	TA	No	ALQ	120	Unf	0	958	1078	GasA	TA	Y	SBrkr	958	0	0	958	0	0	2	0	2	1	TA	5	Typ	1	TA	Attchd	1977	RFn	2	440	TA	TA	Y	0	205	0	0	0	0	NA	NA	NA	0	2	2007	WD	Normal	128000
128	45	RM	55	4388	Pave	NA	IR1	Bnk	AllPub	Inside	Gtl	OldTown	Feedr	Norm	1Fam	1.5Unf	5	7	1930	1950	Gable	CompShg	WdShing	Wd Sdng	None	0	TA	Gd	BrkTil	TA	TA	No	LwQ	116	Unf	0	556	672	GasA	Ex	Y	SBrkr	840	0	0	840	0	0	1	0	3	1	TA	5	Typ	1	TA	NA	NA	NA	0	0	NA	NA	N	0	0	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	87000
129	60	RL	69	7590	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	PosN	Norm	1Fam	2Story	6	5	1966	1966	Gable	CompShg	VinylSd	VinylSd	BrkFace	266	TA	TA	CBlock	TA	TA	No	BLQ	512	Unf	0	148	660	GasA	TA	Y	SBrkr	660	688	0	1348	0	0	1	1	3	1	TA	6	Typ	1	Fa	Attchd	1966	RFn	2	453	TA	TA	Y	188	108	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	155000
130	20	RL	69	8973	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1958	1991	Gable	CompShg	Plywood	Plywood	BrkFace	85	TA	TA	CBlock	TA	TA	No	Rec	567	BLQ	28	413	1008	GasA	TA	Y	FuseA	1053	0	0	1053	0	1	1	1	3	1	Ex	6	Typ	0	NA	2Types	1998	RFn	2	750	TA	TA	Y	0	80	0	180	0	0	NA	MnWw	NA	0	7	2006	WD	Abnorml	150000
131	60	RL	88	14200	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	2Story	7	6	1966	1966	Gable	CompShg	MetalSd	MetalSd	BrkFace	309	TA	TA	CBlock	TA	TA	No	Rec	445	Unf	0	479	924	GasA	Ex	Y	SBrkr	1216	941	0	2157	0	0	2	1	4	1	Gd	8	Typ	2	Gd	Attchd	1966	Fin	2	487	TA	TA	Y	105	66	0	0	0	0	NA	GdPrv	NA	0	5	2006	WD	Normal	226000
132	60	RL	NA	12224	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	2000	2000	Gable	CompShg	VinylSd	VinylSd	BrkFace	40	Gd	TA	PConc	Gd	TA	No	GLQ	695	Unf	0	297	992	GasA	Ex	Y	SBrkr	1022	1032	0	2054	1	0	2	1	3	1	Gd	7	Typ	1	TA	BuiltIn	2000	RFn	2	390	TA	TA	Y	24	48	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	244000
133	20	RL	75	7388	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1959	2002	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	405	Unf	0	658	1063	GasA	Gd	Y	SBrkr	1327	0	0	1327	1	0	1	0	3	1	Gd	7	Typ	0	NA	Detchd	1974	Unf	2	624	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	150750
134	20	RL	NA	6853	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	8	5	2001	2002	Gable	CompShg	VinylSd	VinylSd	BrkFace	136	Gd	TA	PConc	Ex	TA	No	GLQ	1005	Unf	0	262	1267	GasA	Ex	Y	SBrkr	1296	0	0	1296	1	0	2	0	2	1	Gd	6	Typ	0	NA	Attchd	2001	Fin	2	471	TA	TA	Y	192	25	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	220000
135	20	RL	78	10335	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	6	1968	1993	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	TA	TA	No	Rec	570	Unf	0	891	1461	GasA	Gd	Y	SBrkr	1721	0	0	1721	0	0	2	1	3	1	TA	7	Min1	1	TA	Attchd	1968	RFn	2	440	TA	TA	Y	0	96	180	0	0	0	NA	MnPrv	NA	0	7	2006	WD	Normal	180000
136	20	RL	80	10400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	7	6	1970	1970	Hip	CompShg	Plywood	Plywood	BrkFace	288	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	1304	1304	GasA	Gd	Y	SBrkr	1682	0	0	1682	0	0	2	0	3	1	TA	7	Typ	1	Gd	Attchd	1970	Unf	2	530	TA	TA	Y	98	0	0	0	0	0	NA	MnPrv	NA	0	5	2008	WD	Normal	174000
137	20	RL	NA	10355	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1967	1967	Gable	CompShg	MetalSd	MetalSd	BrkFace	196	TA	TA	CBlock	TA	TA	No	BLQ	695	Unf	0	519	1214	GasA	TA	Y	SBrkr	1214	0	0	1214	0	0	2	0	3	1	TA	5	Typ	1	Fa	Attchd	1967	RFn	1	318	TA	TA	Y	0	111	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	143000
138	90	RL	82	11070	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	Duplex	1Story	7	5	1988	1989	Gable	CompShg	VinylSd	VinylSd	BrkFace	70	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1907	1907	GasA	Gd	Y	SBrkr	1959	0	0	1959	0	0	3	0	5	2	TA	9	Typ	0	NA	2Types	1989	Unf	3	766	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2006	WD	Family	171000
139	60	RL	73	9066	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	8	5	1999	2000	Gable	CompShg	VinylSd	VinylSd	BrkFace	320	Gd	TA	PConc	Gd	TA	Mn	GLQ	668	Unf	0	336	1004	GasA	Ex	Y	SBrkr	1004	848	0	1852	0	0	2	1	3	1	Gd	7	Typ	2	TA	Attchd	1999	Fin	3	660	TA	TA	Y	224	106	0	0	0	0	NA	GdPrv	NA	0	12	2008	WD	Normal	230000
140	60	RL	65	15426	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	6	5	1997	1997	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	GLQ	821	Unf	0	107	928	GasA	Ex	Y	SBrkr	928	836	0	1764	1	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	1997	RFn	2	470	TA	TA	Y	276	99	0	0	0	0	NA	MnPrv	NA	0	8	2009	WD	Normal	231500
141	20	RL	70	10500	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	5	1971	1971	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	ALQ	432	Unf	0	432	864	GasA	TA	Y	SBrkr	864	0	0	864	0	0	1	0	3	1	TA	5	Typ	1	Po	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2010	ConLI	Normal	115000
142	20	RL	78	11645	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	1300	Unf	0	434	1734	GasA	Ex	Y	SBrkr	1734	0	0	1734	1	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2005	Fin	2	660	TA	TA	Y	160	24	0	0	0	0	NA	NA	NA	0	1	2006	WD	Normal	260000
143	50	RL	71	8520	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Artery	Norm	1Fam	1.5Fin	5	4	1952	1952	Gable	CompShg	BrkFace	Wd Sdng	None	0	TA	Fa	CBlock	TA	TA	No	Rec	507	Unf	0	403	910	GasA	Fa	Y	SBrkr	910	475	0	1385	0	0	2	0	4	1	TA	6	Typ	0	NA	Detchd	2000	Unf	2	720	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	6	2010	WD	Normal	166000
144	20	RL	78	10335	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	1999	1999	Gable	CompShg	VinylSd	VinylSd	BrkFace	183	Gd	TA	PConc	Gd	TA	Gd	GLQ	679	Unf	0	811	1490	GasA	Ex	Y	SBrkr	1501	0	0	1501	1	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	1999	RFn	2	577	TA	TA	Y	144	29	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	204000
145	90	RM	70	9100	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	RRAe	Norm	Duplex	1Story	5	5	1963	1963	Gable	CompShg	HdBoard	HdBoard	BrkFace	336	TA	TA	CBlock	TA	TA	No	Rec	1332	Unf	0	396	1728	GasA	TA	Y	SBrkr	1728	0	0	1728	1	0	2	0	6	2	TA	10	Typ	0	NA	Detchd	1963	Unf	2	504	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	11	2006	ConLI	Abnorml	125000
146	160	RM	24	2522	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	Twnhs	2Story	6	5	2004	2006	Gable	CompShg	VinylSd	VinylSd	Stone	50	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	970	970	GasA	Ex	Y	SBrkr	970	739	0	1709	0	0	2	0	3	1	Gd	7	Maj1	0	NA	Detchd	2004	Unf	2	380	TA	TA	Y	0	40	0	0	0	0	NA	NA	NA	0	4	2006	WD	Normal	130000
147	30	RM	51	6120	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	BrkSide	Norm	Norm	1Fam	1Story	5	7	1931	1993	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	BLQ	209	Unf	0	506	715	GasA	TA	Y	FuseA	875	0	0	875	1	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1931	Unf	1	180	Fa	TA	Y	48	0	0	0	0	0	NA	NA	NA	0	11	2009	WD	Normal	105000
148	60	RL	NA	9505	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	2001	2001	Gable	CompShg	VinylSd	VinylSd	BrkFace	180	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	884	884	GasA	Ex	Y	SBrkr	884	1151	0	2035	0	0	2	1	3	1	Gd	8	Typ	1	Gd	BuiltIn	2001	Fin	2	434	TA	TA	Y	144	48	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	222500
149	20	RL	63	7500	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	1Story	7	5	2004	2005	Gable	CompShg	VinylSd	VinylSd	BrkFace	120	TA	TA	PConc	Gd	TA	No	GLQ	680	Unf	0	400	1080	GasA	Ex	Y	SBrkr	1080	0	0	1080	1	0	1	0	3	1	Gd	6	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2008	WD	Normal	141000
150	50	RM	NA	6240	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	5	4	1936	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	Gd	TA	No	Unf	0	Unf	0	896	896	GasA	Gd	Y	FuseA	896	448	0	1344	0	0	1	0	3	1	TA	7	Typ	0	NA	Detchd	1936	Unf	1	240	Fa	TA	Y	200	114	0	0	0	0	NA	NA	NA	0	4	2006	WD	Normal	115000
151	20	RL	120	10356	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	6	1975	1975	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	Av	BLQ	716	Unf	0	253	969	GasA	TA	Y	SBrkr	969	0	0	969	0	0	1	1	3	1	TA	5	Typ	0	NA	Attchd	1975	Unf	2	440	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	1	2007	WD	Normal	122000
152	20	RL	107	13891	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	8	5	2007	2008	Hip	CompShg	VinylSd	VinylSd	Stone	436	Gd	TA	PConc	Ex	TA	Gd	GLQ	1400	Unf	0	310	1710	GasA	Ex	Y	SBrkr	1710	0	0	1710	1	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2007	RFn	3	866	TA	TA	Y	0	102	0	0	0	0	NA	NA	NA	0	1	2008	New	Partial	372402
153	60	RL	NA	14803	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NWAmes	Norm	Norm	1Fam	2Story	6	5	1971	1971	Gable	CompShg	HdBoard	HdBoard	BrkFace	252	TA	TA	CBlock	TA	TA	No	Rec	416	Unf	0	409	825	GasA	Gd	Y	SBrkr	1097	896	0	1993	0	0	2	1	4	1	TA	8	Typ	1	Gd	Attchd	1971	RFn	2	495	TA	TA	Y	0	66	0	0	0	0	NA	GdWo	NA	0	6	2006	WD	Normal	190000
154	20	RL	NA	13500	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	ClearCr	Norm	Norm	1Fam	1Story	6	7	1960	1975	Flat	CompShg	BrkFace	Plywood	None	0	TA	TA	CBlock	Gd	TA	Gd	BLQ	429	ALQ	1080	93	1602	GasA	Gd	Y	SBrkr	1252	0	0	1252	1	0	1	0	1	1	TA	4	Typ	1	Gd	Attchd	1960	RFn	2	564	TA	TA	Y	409	0	0	0	0	0	NA	NA	NA	0	3	2008	WD	Normal	235000
155	30	RM	84	11340	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	1Story	6	5	1923	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	1200	1200	GasA	TA	Y	FuseA	1200	0	0	1200	0	0	1	0	4	1	TA	7	Typ	0	NA	Detchd	1923	Unf	1	312	Fa	Fa	Y	0	0	228	0	0	0	NA	NA	NA	0	3	2006	WD	Family	125000
156	50	RL	60	9600	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Edwards	Artery	Norm	1Fam	1.5Fin	6	5	1924	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	572	572	Grav	Fa	N	FuseF	572	524	0	1096	0	0	1	0	2	1	TA	5	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	8	128	0	0	0	NA	NA	NA	0	4	2008	WD	Normal	79000
157	20	RL	60	7200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1950	1950	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	NA	NA	NA	NA	0	NA	0	0	0	GasA	TA	Y	FuseF	1040	0	0	1040	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1950	Unf	2	625	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	109500
158	60	RL	92	12003	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Timber	Norm	Norm	1Fam	2Story	8	5	2009	2010	Gable	CompShg	VinylSd	VinylSd	BrkFace	84	Gd	TA	PConc	Ex	TA	No	Unf	0	Unf	0	774	774	GasA	Ex	Y	SBrkr	774	1194	0	1968	0	0	2	1	4	1	Ex	8	Typ	1	Gd	BuiltIn	2009	Fin	3	680	TA	TA	Y	0	75	0	0	0	0	NA	NA	NA	0	5	2010	New	Partial	269500
159	60	FV	100	12552	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Somerst	Norm	Norm	1Fam	2Story	7	5	2004	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	222	Unf	0	769	991	GasA	Ex	Y	SBrkr	991	956	0	1947	0	0	2	1	3	1	Gd	8	Typ	1	Gd	Attchd	2004	RFn	2	678	TA	TA	Y	0	136	0	0	0	0	NA	GdWo	NA	0	5	2010	WD	Normal	254900
160	60	RL	134	19378	Pave	NA	IR1	HLS	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	2005	2006	Gable	CompShg	VinylSd	VinylSd	BrkFace	456	Gd	TA	PConc	Gd	TA	Mn	GLQ	57	Unf	0	1335	1392	GasA	Ex	Y	SBrkr	1392	1070	0	2462	1	0	2	1	4	1	Gd	9	Typ	1	Gd	Attchd	2006	RFn	2	576	TA	TA	Y	239	132	0	168	0	0	NA	NA	NA	0	3	2006	New	Partial	320000
161	20	RL	NA	11120	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Veenker	Norm	Norm	1Fam	1Story	6	6	1984	1984	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	PConc	Gd	TA	No	BLQ	660	Unf	0	572	1232	GasA	TA	Y	SBrkr	1232	0	0	1232	0	0	2	0	3	1	TA	6	Typ	0	NA	Attchd	1984	Unf	2	516	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	162500
162	60	RL	110	13688	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	9	5	2003	2004	Gable	CompShg	VinylSd	VinylSd	BrkFace	664	Gd	TA	PConc	Ex	TA	Av	GLQ	1016	Unf	0	556	1572	GasA	Ex	Y	SBrkr	1572	1096	0	2668	1	0	2	1	3	1	Ex	10	Typ	2	Gd	BuiltIn	2003	Fin	3	726	TA	TA	Y	400	0	0	0	0	0	NA	NA	NA	0	3	2008	WD	Normal	412500
163	20	RL	95	12182	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NridgHt	Norm	Norm	1Fam	1Story	7	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	BrkFace	226	Gd	TA	PConc	Gd	TA	Mn	BLQ	1201	Unf	0	340	1541	GasA	Ex	Y	SBrkr	1541	0	0	1541	0	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2005	RFn	2	532	TA	TA	Y	0	70	0	0	0	0	NA	NA	NA	0	5	2010	New	Partial	220000
164	45	RL	55	5500	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1.5Unf	4	6	1956	1956	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	882	882	GasA	Ex	Y	SBrkr	882	0	0	882	0	0	1	0	1	1	TA	4	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	4	2007	WD	Normal	103200
165	40	RM	40	5400	Pave	Pave	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	1Story	6	7	1926	2004	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	BrkTil	TA	TA	Mn	LwQ	370	Unf	0	779	1149	GasA	Gd	Y	FuseA	1149	467	0	1616	0	0	2	0	3	1	Gd	5	Typ	0	NA	Detchd	1926	Unf	1	216	TA	TA	Y	0	0	183	0	0	0	NA	NA	NA	0	10	2007	WD	Normal	152000
166	190	RL	62	10106	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	2fmCon	1.5Fin	5	7	1940	1999	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Gd	BrkTil	TA	TA	No	ALQ	351	Rec	181	112	644	GasA	Gd	Y	SBrkr	808	547	0	1355	1	0	2	0	4	2	TA	6	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	140	0	0	0	0	0	NA	NA	NA	0	9	2008	WD	Normal	127500
167	20	RL	NA	10708	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	ClearCr	Norm	Norm	1Fam	1Story	5	5	1955	1993	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	Gd	TA	CBlock	TA	TA	No	LwQ	379	BLQ	768	470	1617	GasA	Ex	Y	FuseA	1867	0	0	1867	1	0	1	0	2	1	TA	7	Typ	3	Gd	Attchd	1955	Fin	1	303	TA	TA	Y	476	0	0	0	142	0	NA	GdWo	NA	0	11	2009	COD	Normal	190000
168	60	RL	86	10562	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	8	5	2007	2007	Gable	CompShg	VinylSd	VinylSd	Stone	300	Gd	TA	PConc	Ex	TA	No	GLQ	1288	Unf	0	294	1582	GasA	Ex	Y	SBrkr	1610	551	0	2161	1	0	1	1	3	1	Ex	8	Typ	1	Gd	Attchd	2007	Fin	3	789	TA	TA	Y	178	120	0	0	0	0	NA	NA	NA	0	11	2007	New	Partial	325624
169	60	RL	62	8244	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	840	840	GasA	Ex	Y	SBrkr	840	880	0	1720	0	0	2	1	3	1	Gd	7	Typ	1	Gd	Attchd	2004	Fin	2	440	TA	TA	Y	100	48	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	183500
170	20	RL	NA	16669	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Timber	Norm	Norm	1Fam	1Story	8	6	1981	1981	Hip	WdShake	Plywood	Plywood	BrkFace	653	Gd	TA	CBlock	Gd	TA	No	Unf	0	Unf	0	1686	1686	GasA	TA	Y	SBrkr	1707	0	0	1707	0	0	2	1	2	1	TA	6	Typ	1	TA	Attchd	1981	RFn	2	511	TA	TA	Y	574	64	0	0	0	0	NA	NA	NA	0	1	2006	WD	Normal	228000
171	50	RM	NA	12358	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	OldTown	Feedr	Norm	1Fam	1.5Fin	5	6	1941	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	360	Unf	0	360	720	GasA	TA	Y	SBrkr	854	0	528	1382	0	0	1	1	2	1	TA	7	Typ	0	NA	Detchd	1991	Unf	2	660	TA	TA	Y	237	0	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	128500
172	20	RL	141	31770	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	5	1960	1960	Hip	CompShg	BrkFace	Plywood	Stone	112	TA	TA	CBlock	TA	Gd	Gd	BLQ	639	Unf	0	441	1080	GasA	Fa	Y	SBrkr	1656	0	0	1656	1	0	1	0	3	1	TA	7	Typ	2	Gd	Attchd	1960	Fin	2	528	TA	TA	P	210	62	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	215000
173	160	RL	44	5306	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	StoneBr	Norm	Norm	TwnhsE	2Story	7	7	1987	1987	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	Gd	PConc	Gd	Gd	No	GLQ	495	Rec	215	354	1064	GasA	Gd	Y	SBrkr	1064	703	0	1767	1	0	2	0	2	1	Gd	5	Typ	1	TA	Attchd	1987	RFn	2	504	Gd	TA	Y	441	35	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	239000
174	20	RL	80	10197	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	5	1961	1961	Gable	CompShg	WdShing	Wd Shng	BrkCmn	491	TA	TA	CBlock	TA	TA	No	ALQ	288	Rec	374	700	1362	GasA	TA	Y	SBrkr	1362	0	0	1362	1	0	1	1	3	1	TA	6	Typ	1	TA	Attchd	1961	Unf	2	504	TA	TA	Y	0	20	0	0	0	0	NA	NA	NA	0	6	2008	COD	Normal	163000
175	20	RL	47	12416	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	6	5	1986	1986	Gable	CompShg	VinylSd	Plywood	Stone	132	TA	TA	CBlock	Gd	Fa	No	ALQ	1398	LwQ	208	0	1606	GasA	TA	Y	SBrkr	1651	0	0	1651	1	0	2	0	3	1	TA	7	Min2	1	TA	Attchd	1986	Fin	2	616	TA	TA	Y	192	0	0	0	0	0	NA	NA	NA	0	11	2008	WD	Normal	184000
176	20	RL	84	12615	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Edwards	Norm	Norm	1Fam	1Story	6	7	1950	2001	Gable	CompShg	WdShing	Wd Shng	None	0	TA	TA	CBlock	TA	Gd	Av	ALQ	477	Unf	0	725	1202	GasA	TA	Y	SBrkr	2158	0	0	2158	1	0	2	0	4	1	Gd	7	Typ	1	Gd	Attchd	1950	Unf	2	576	TA	TA	Y	0	29	39	0	0	0	NA	MnPrv	NA	0	6	2007	WD	Normal	243000
177	60	RL	97	10029	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	ClearCr	Norm	Norm	1Fam	2Story	6	5	1988	1989	Gable	CompShg	Plywood	Plywood	BrkFace	268	Gd	TA	PConc	Gd	TA	No	GLQ	831	Unf	0	320	1151	GasA	TA	Y	SBrkr	1164	896	0	2060	0	1	2	1	4	1	TA	8	Typ	1	TA	Attchd	1988	Unf	2	521	TA	TA	Y	0	228	0	0	192	0	NA	NA	NA	0	9	2007	WD	Normal	211000
178	50	RL	NA	13650	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1.5Fin	5	5	1958	1958	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	Gd	CBlock	TA	TA	No	ALQ	57	BLQ	441	554	1052	GasA	Ex	Y	SBrkr	1252	668	0	1920	1	0	2	0	4	1	Gd	8	Typ	1	Gd	Attchd	1958	Unf	2	451	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	172500
179	20	RL	63	17423	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	StoneBr	Norm	Norm	1Fam	1Story	9	5	2008	2009	Hip	CompShg	VinylSd	VinylSd	Stone	748	Ex	TA	PConc	Ex	TA	No	GLQ	1904	Unf	0	312	2216	GasA	Ex	Y	SBrkr	2234	0	0	2234	1	0	2	0	1	1	Ex	9	Typ	1	Gd	Attchd	2009	Fin	3	1166	TA	TA	Y	0	60	0	0	0	0	NA	NA	NA	0	7	2009	New	Partial	501837
180	30	RM	60	8520	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	5	6	1923	2006	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	Gd	TA	CBlock	TA	TA	No	Unf	0	Unf	0	968	968	GasA	TA	Y	SBrkr	968	0	0	968	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1935	Unf	2	480	Fa	TA	N	0	0	184	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	100000
181	160	FV	NA	2117	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	Twnhs	2Story	6	5	2000	2000	Gable	CompShg	MetalSd	MetalSd	BrkFace	456	Gd	TA	PConc	Gd	TA	No	GLQ	436	Unf	0	320	756	GasA	Ex	Y	SBrkr	769	756	0	1525	0	0	2	1	3	1	Gd	5	Typ	1	TA	Detchd	2000	Unf	2	440	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	177000
182	70	RL	54	7588	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	2Story	7	6	1920	1950	Gable	CompShg	Stucco	Stucco	None	0	TA	TA	BrkTil	Fa	TA	No	LwQ	352	Unf	0	441	793	GasA	Gd	Y	SBrkr	901	901	0	1802	0	0	1	1	4	1	TA	9	Typ	1	Gd	Detchd	1920	Unf	1	216	Fa	TA	Y	0	0	40	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	200100
183	20	RL	60	9060	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Artery	Norm	1Fam	1Story	5	6	1957	2006	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	98	TA	TA	PConc	NA	NA	NA	NA	0	NA	0	0	0	GasA	Ex	Y	SBrkr	1340	0	0	1340	0	0	1	0	3	1	TA	7	Typ	1	Gd	Attchd	1957	RFn	1	252	TA	TA	Y	116	0	0	180	0	0	NA	MnPrv	NA	0	6	2007	WD	Normal	120000
184	50	RM	63	11426	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	7	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1362	1362	GasA	Ex	Y	SBrkr	1362	720	0	2082	0	0	2	1	3	1	Gd	6	Mod	0	NA	Detchd	2003	Unf	2	484	TA	TA	N	280	238	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	200000
185	50	RL	92	7438	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	BrkSide	RRAn	Feedr	1Fam	1.5Fin	5	8	1908	1991	Gable	CompShg	AsbShng	Plywood	None	0	TA	TA	PConc	Fa	TA	No	Unf	0	Unf	0	504	504	GasA	Gd	Y	SBrkr	936	316	0	1252	0	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1986	Unf	2	576	TA	TA	Y	104	0	0	0	0	0	NA	MnPrv	NA	0	6	2006	WD	Normal	127000
186	75	RM	90	22950	Pave	NA	IR2	Lvl	AllPub	Inside	Gtl	OldTown	Artery	Norm	1Fam	2.5Fin	10	9	1892	1993	Gable	WdShngl	Wd Sdng	Wd Sdng	None	0	Gd	Gd	BrkTil	TA	TA	Mn	Unf	0	Unf	0	1107	1107	GasA	Ex	Y	SBrkr	1518	1518	572	3608	0	0	2	1	4	1	Ex	12	Typ	2	TA	Detchd	1993	Unf	3	840	Ex	TA	Y	0	260	0	0	410	0	NA	GdPrv	NA	0	6	2006	WD	Normal	475000
187	80	RL	NA	9947	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Mitchel	Norm	Norm	1Fam	SLvl	7	5	1990	1991	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	PConc	Gd	TA	Av	GLQ	611	Unf	0	577	1188	GasA	Ex	Y	SBrkr	1217	0	0	1217	1	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	1990	Unf	2	497	TA	TA	Y	168	27	0	0	0	0	NA	GdPrv	NA	0	6	2009	WD	Normal	173000
188	50	RL	60	10410	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	5	7	1916	1987	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	Fa	TA	No	Unf	0	Unf	0	660	660	GasA	Ex	Y	SBrkr	808	704	144	1656	0	0	2	1	3	1	TA	8	Min2	0	NA	Detchd	1916	Unf	1	180	Fa	Fa	N	0	0	0	140	0	0	NA	MnPrv	NA	0	8	2009	WD	Normal	135000
189	90	RL	64	7018	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	SawyerW	Feedr	Norm	Duplex	SFoyer	5	5	1979	1979	Gable	CompShg	Plywood	Plywood	Stone	275	TA	TA	CBlock	Gd	TA	Av	GLQ	1086	Unf	0	0	1086	GasA	TA	Y	SBrkr	1224	0	0	1224	2	0	0	2	2	2	TA	6	Typ	2	TA	Detchd	1979	Unf	2	528	TA	TA	Y	120	0	0	0	0	0	NA	NA	NA	0	6	2009	WD	Alloca	153337
190	120	RL	41	4923	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	2001	2002	Gable	CompShg	CemntBd	CmentBd	None	0	Gd	TA	PConc	Ex	TA	Av	GLQ	1153	Unf	0	440	1593	GasA	Ex	Y	SBrkr	1593	0	0	1593	1	0	1	1	0	1	Ex	5	Typ	1	Gd	Attchd	2001	Fin	2	682	TA	TA	Y	0	120	0	0	224	0	NA	NA	NA	0	8	2008	WD	Normal	286000
191	70	RL	70	10570	Pave	NA	Reg	Bnk	AllPub	Inside	Mod	Crawfor	Norm	Norm	1Fam	2Story	8	8	1932	1994	Hip	CompShg	BrkFace	BrkFace	None	0	Gd	TA	CBlock	Gd	Gd	No	Rec	297	Unf	0	556	853	GasA	TA	Y	SBrkr	1549	1178	0	2727	0	0	2	1	3	1	Gd	10	Maj1	2	TA	Detchd	1932	Unf	2	440	TA	TA	Y	0	74	0	0	0	0	NA	NA	NA	0	12	2007	WD	Normal	315000
192	60	RL	NA	7472	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NAmes	Norm	Norm	1Fam	2Story	7	9	1972	2004	Gable	CompShg	HdBoard	HdBoard	BrkFace	138	TA	TA	CBlock	TA	TA	No	ALQ	626	Unf	0	99	725	GasA	Gd	Y	SBrkr	725	754	0	1479	1	0	1	1	4	1	Gd	7	Typ	0	NA	Attchd	1972	Fin	2	484	TA	TA	Y	0	32	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	184000
193	20	RL	68	9017	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	1999	1999	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	560	Unf	0	871	1431	GasA	Ex	Y	SBrkr	1431	0	0	1431	1	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	1999	Fin	2	666	TA	TA	Y	0	35	0	0	0	0	NA	NA	NA	0	9	2009	WD	Normal	192000
194	160	RM	24	2522	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	Twnhs	2Story	7	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	Stone	50	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	970	970	GasA	Ex	Y	SBrkr	970	739	0	1709	0	0	2	0	3	1	Gd	7	Maj1	0	NA	Detchd	2004	Unf	2	380	TA	TA	Y	0	40	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal	130000
195	20	RL	60	7180	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	7	1972	1972	Hip	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	Av	ALQ	390	Unf	0	474	864	GasA	TA	Y	SBrkr	864	0	0	864	0	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1989	Unf	1	352	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal	127000
196	160	RL	24	2280	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	NPkVill	Norm	Norm	Twnhs	2Story	6	6	1976	1976	Gable	CompShg	Plywood	Brk Cmn	None	0	TA	TA	CBlock	Gd	TA	No	ALQ	566	Unf	0	289	855	GasA	TA	Y	SBrkr	855	601	0	1456	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1976	Unf	2	440	TA	TA	Y	87	0	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	148500
197	20	RL	79	9416	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	7	5	2007	2007	Hip	CompShg	CemntBd	CmentBd	Stone	205	Ex	TA	PConc	Ex	TA	No	GLQ	1126	Unf	0	600	1726	GasA	Ex	Y	SBrkr	1726	0	0	1726	1	0	2	0	3	1	Ex	8	Typ	1	Gd	Attchd	2007	Fin	3	786	TA	TA	Y	171	138	0	0	266	0	NA	NA	NA	0	9	2007	New	Partial	311872
198	75	RL	174	25419	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Artery	Norm	1Fam	2Story	8	4	1918	1990	Gable	CompShg	Stucco	Stucco	None	0	Gd	Gd	PConc	TA	TA	No	GLQ	1036	LwQ	184	140	1360	GasA	Gd	Y	SBrkr	1360	1360	392	3112	1	1	2	0	4	1	Gd	8	Typ	1	Ex	Detchd	1918	Unf	2	795	TA	TA	Y	0	16	552	0	0	512	Ex	GdPrv	NA	0	3	2006	WD	Abnorml	235000
199	75	RM	92	5520	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	2.5Fin	6	6	1912	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	755	755	GasA	Ex	Y	SBrkr	929	929	371	2229	0	0	1	0	5	1	TA	8	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	198	30	0	0	0	NA	MnPrv	NA	0	7	2009	WD	Abnorml	104000
200	20	RL	76	9591	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	8	5	2004	2005	Hip	CompShg	VinylSd	VinylSd	BrkFace	262	Gd	TA	PConc	Ex	TA	Av	GLQ	1088	Unf	0	625	1713	GasA	Ex	Y	SBrkr	1713	0	0	1713	1	0	2	0	3	1	Ex	7	Typ	1	Gd	Attchd	2004	Fin	3	856	TA	TA	Y	0	26	0	0	170	0	NA	NA	NA	0	1	2009	WD	Normal	274900
201	20	RM	80	8546	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Edwards	Norm	Norm	1Fam	1Story	4	5	2003	2004	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1121	1121	GasA	Ex	Y	SBrkr	1121	0	0	1121	0	0	2	0	2	1	TA	5	Typ	0	NA	Attchd	2003	RFn	2	440	TA	TA	Y	132	64	0	0	0	0	NA	NA	NA	0	3	2010	WD	Normal	140000
202	20	RL	75	10125	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	1Story	6	6	1977	1977	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	TA	TA	No	ALQ	641	LwQ	279	276	1196	GasA	TA	Y	SBrkr	1279	0	0	1279	0	1	2	0	3	1	TA	6	Typ	2	Fa	Detchd	1980	Unf	2	473	TA	TA	Y	238	83	0	0	0	0	NA	MnPrv	NA	0	2	2008	WD	Normal	171500
203	50	RL	50	7000	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Artery	Norm	1Fam	1.5Fin	6	6	1924	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	BrkTil	Fa	TA	No	LwQ	617	Unf	0	0	617	GasA	Gd	Y	SBrkr	865	445	0	1310	0	0	2	0	2	1	TA	6	Min1	0	NA	Attchd	1924	Unf	1	398	TA	TA	Y	0	0	126	0	0	0	NA	NA	NA	0	5	2006	COD	Normal	112000
204	120	RM	NA	4438	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	TwnhsE	1Story	6	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	BrkFace	205	Gd	TA	PConc	Gd	TA	Av	GLQ	662	Unf	0	186	848	GasA	Ex	Y	SBrkr	848	0	0	848	1	0	1	0	1	1	Gd	3	Typ	1	Gd	Attchd	2004	RFn	2	420	TA	TA	Y	149	0	0	0	0	0	NA	NA	NA	0	1	2008	WD	Normal	149000
205	50	RM	50	3500	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	5	7	1947	1950	Gable	CompShg	AsbShng	AsbShng	None	0	TA	TA	CBlock	TA	TA	No	LwQ	312	Unf	0	408	720	GasA	TA	Y	SBrkr	720	564	0	1284	0	0	1	1	2	1	TA	5	Typ	0	NA	Detchd	1948	Unf	1	240	TA	TA	Y	0	35	0	0	0	0	NA	MnWw	NA	0	4	2009	WD	Normal	110000
206	20	RL	99	11851	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	1Story	7	5	1990	1990	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1424	1424	GasA	Ex	Y	SBrkr	1442	0	0	1442	0	0	2	0	3	1	TA	5	Typ	0	NA	Attchd	1990	RFn	2	500	TA	TA	Y	0	34	0	508	0	0	NA	NA	NA	0	5	2009	WD	Normal	180500
207	20	RL	40	13673	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Sawyer	RRAe	Norm	1Fam	1Story	5	5	1962	1962	Gable	CompShg	HdBoard	HdBoard	None	0	TA	Gd	CBlock	TA	TA	No	Unf	0	Unf	0	1140	1140	GasA	TA	Y	SBrkr	1696	0	0	1696	0	0	1	1	3	1	TA	8	Min2	1	TA	Attchd	1962	RFn	1	349	TA	TA	Y	0	30	0	0	0	0	NA	NA	NA	0	3	2007	WD	Normal	143900
208	20	RL	NA	12493	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	5	1960	1960	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	TA	TA	No	ALQ	419	Rec	306	375	1100	GasA	TA	Y	SBrkr	1100	0	0	1100	1	0	1	0	3	1	TA	6	Typ	1	Po	Attchd	1960	RFn	1	312	TA	TA	Y	355	0	0	0	0	0	NA	GdWo	NA	0	4	2008	WD	Normal	141000
209	60	RL	NA	14364	Pave	NA	IR1	Low	AllPub	Inside	Mod	SawyerW	Norm	Norm	1Fam	2Story	7	5	1988	1989	Gable	CompShg	Plywood	Plywood	BrkFace	128	Gd	TA	CBlock	Gd	TA	Gd	GLQ	1065	Unf	0	92	1157	GasA	Ex	Y	SBrkr	1180	882	0	2062	1	0	2	1	3	1	TA	7	Typ	1	Gd	Attchd	1988	Fin	2	454	TA	TA	Y	60	55	0	0	154	0	NA	NA	NA	0	4	2007	WD	Normal	277000
210	20	RL	75	8250	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	7	1964	1964	Hip	CompShg	HdBoard	HdBoard	Stone	260	TA	TA	CBlock	Gd	TA	No	Rec	787	Unf	0	305	1092	GasA	Ex	Y	SBrkr	1092	0	0	1092	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1964	RFn	2	504	TA	Gd	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	7	2008	WD	Normal	145000
211	30	RL	67	5604	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	5	6	1925	1950	Gable	CompShg	Stucco	Stucco	None	0	TA	TA	CBlock	TA	TA	No	Rec	468	Unf	0	396	864	GasA	TA	N	FuseA	864	0	0	864	1	0	1	0	2	1	TA	5	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	0	96	0	0	0	NA	NA	NA	0	4	2008	WD	Normal	98000
212	20	RL	83	10420	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Edwards	Norm	Norm	1Fam	1Story	6	5	2009	2009	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	Mn	GLQ	36	Unf	0	1176	1212	GasA	Ex	Y	SBrkr	1212	0	0	1212	0	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2009	RFn	2	460	TA	TA	Y	100	22	0	0	0	0	NA	NA	NA	0	3	2010	WD	Normal	186000
213	60	FV	72	8640	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	7	5	2009	2009	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	GLQ	822	Unf	0	78	900	GasA	Ex	Y	SBrkr	932	920	0	1852	1	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	2009	RFn	2	644	TA	TA	Y	168	108	0	0	0	0	NA	NA	NA	0	7	2009	New	Partial	252678
214	20	RL	43	13568	Pave	NA	IR2	Lvl	AllPub	CulDSac	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	5	1995	1995	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	ALQ	716	Unf	0	274	990	GasA	Ex	Y	SBrkr	990	0	0	990	0	1	1	0	3	1	TA	5	Typ	0	NA	Attchd	1996	Unf	2	576	TA	TA	Y	224	0	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	156000
215	60	RL	NA	10900	Pave	NA	IR1	Lvl	AllPub	FR2	Gtl	CollgCr	Norm	Norm	1Fam	2Story	6	7	1977	1977	Gable	CompShg	HdBoard	HdBoard	BrkFace	153	TA	TA	CBlock	Gd	TA	No	GLQ	378	Unf	0	311	689	GasA	Ex	Y	SBrkr	689	703	0	1392	0	0	1	1	3	1	TA	6	Typ	0	NA	Attchd	1977	Fin	1	299	TA	TA	Y	0	36	0	0	0	0	NA	MnPrv	Shed	450	3	2010	WD	Normal	161750
216	20	RL	72	10011	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1957	1996	Gable	CompShg	HdBoard	HdBoard	BrkFace	64	TA	TA	CBlock	TA	TA	No	BLQ	360	Unf	0	710	1070	GasA	TA	Y	SBrkr	1236	0	0	1236	0	1	1	0	2	1	Gd	6	Min1	1	Fa	Attchd	1957	Unf	1	447	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	5	2006	WD	Normal	134450
217	20	RL	65	8450	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	BrkFace	266	Gd	TA	PConc	Gd	TA	Mn	GLQ	946	Unf	0	490	1436	GasA	Ex	Y	SBrkr	1436	0	0	1436	1	0	2	0	3	1	Gd	8	Typ	0	NA	Attchd	2004	Unf	2	484	TA	TA	Y	139	98	0	0	0	0	NA	NA	NA	0	4	2008	WD	Normal	210000
218	70	RM	57	9906	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2Story	4	4	1925	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	686	686	GasA	Fa	N	SBrkr	810	518	0	1328	0	0	1	0	3	1	TA	8	Typ	0	NA	Detchd	1940	Unf	1	210	TA	TA	Y	0	172	60	0	0	0	NA	NA	NA	0	9	2006	WD	Family	107000
219	50	RL	NA	15660	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Crawfor	Norm	Norm	1Fam	1.5Fin	7	9	1939	2006	Gable	CompShg	VinylSd	VinylSd	BrkFace	312	Gd	Gd	CBlock	TA	TA	No	BLQ	341	Unf	0	457	798	GasA	Ex	Y	SBrkr	1137	817	0	1954	0	1	1	1	3	1	Gd	8	Typ	2	TA	Attchd	1939	Unf	2	431	TA	TA	Y	0	119	150	0	0	0	NA	NA	NA	0	5	2008	WD	Normal	311500
220	120	RL	43	3010	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2005	2006	Gable	CompShg	VinylSd	VinylSd	BrkFace	16	Gd	TA	PConc	Gd	TA	Av	GLQ	16	Unf	0	1232	1248	GasA	Ex	Y	SBrkr	1248	0	0	1248	0	0	2	0	2	1	Gd	5	Typ	0	NA	Attchd	2005	Fin	2	438	TA	TA	Y	108	0	0	0	0	0	NA	NA	NA	0	3	2006	New	Partial	167240
221	20	RL	73	8990	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Mn	Unf	0	Unf	0	1498	1498	GasA	Ex	Y	SBrkr	1498	0	0	1498	0	0	2	0	2	1	Gd	5	Typ	0	NA	Attchd	2006	RFn	2	675	TA	TA	Y	351	33	0	0	0	0	NA	NA	NA	0	4	2006	New	Partial	204900
222	60	RL	NA	8068	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	2002	2002	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1010	1010	GasA	Ex	Y	SBrkr	1010	1257	0	2267	0	0	2	1	4	1	Gd	8	Typ	1	TA	BuiltIn	2002	RFn	2	390	TA	TA	Y	120	46	0	0	0	0	NA	NA	NA	0	12	2009	ConLI	Normal	200000
223	60	RL	85	11475	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	RRAn	Norm	1Fam	2Story	6	6	1975	1975	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	Gd	TA	No	ALQ	550	Unf	0	163	713	GasA	TA	Y	SBrkr	811	741	0	1552	1	0	2	1	3	1	TA	6	Typ	1	TA	Attchd	1975	RFn	2	434	TA	TA	Y	209	208	0	0	0	0	NA	MnPrv	NA	0	2	2006	WD	Normal	179900
224	20	RL	70	10500	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	6	1971	1971	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	ALQ	524	LwQ	180	160	864	GasA	Gd	Y	SBrkr	864	0	0	864	0	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1989	Unf	2	576	TA	TA	Y	216	0	0	0	0	0	NA	NA	NA	0	3	2009	WD	Abnorml	97000
225	20	RL	103	13472	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	10	5	2003	2003	Hip	CompShg	VinylSd	VinylSd	BrkFace	922	Ex	TA	PConc	Ex	TA	Gd	GLQ	56	Unf	0	2336	2392	GasA	Ex	Y	SBrkr	2392	0	0	2392	0	0	2	0	3	1	Ex	8	Typ	1	Ex	Attchd	2003	Fin	3	968	TA	TA	Y	248	105	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	386250
226	160	RM	21	1680	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	Twnhs	2Story	5	5	1971	1971	Gable	CompShg	HdBoard	HdBoard	BrkFace	142	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	630	630	GasA	TA	Y	SBrkr	630	672	0	1302	0	0	2	1	3	1	TA	6	Typ	0	NA	Detchd	1991	Unf	1	280	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2009	COD	Abnorml	112000
227	60	RL	82	9950	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	7	5	1995	1995	Gable	CompShg	VinylSd	VinylSd	BrkFace	290	Gd	TA	PConc	Gd	TA	No	GLQ	565	Unf	0	638	1203	GasA	Ex	Y	SBrkr	1214	1306	0	2520	0	0	2	1	4	1	Gd	9	Typ	1	TA	Attchd	1995	RFn	3	721	TA	TA	Y	224	114	0	0	0	0	NA	NA	NA	0	6	2007	WD	Abnorml	290000
228	160	RM	21	1869	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	Twnhs	2Story	6	6	1970	1970	Gable	CompShg	HdBoard	HdBoard	BrkFace	127	TA	TA	CBlock	TA	TA	No	Rec	321	Unf	0	162	483	GasA	TA	Y	SBrkr	483	504	0	987	0	0	1	1	2	1	TA	5	Typ	0	NA	Detchd	1987	Unf	1	280	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	9	2008	WD	Normal	106000
229	20	RL	70	8521	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	Sawyer	Feedr	Norm	1Fam	1Story	5	5	1967	1967	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	ALQ	842	Unf	0	70	912	GasA	TA	Y	SBrkr	912	0	0	912	0	0	1	0	3	1	TA	5	Typ	1	Fa	Detchd	1974	Unf	1	336	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	5	2010	WD	Normal	125000
230	120	RL	43	3182	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2005	2006	Gable	CompShg	VinylSd	VinylSd	BrkFace	16	Gd	TA	PConc	Gd	TA	Av	GLQ	16	Unf	0	1357	1373	GasA	Ex	Y	SBrkr	1555	0	0	1555	0	0	2	0	2	1	Gd	7	Typ	1	TA	Attchd	2005	Fin	2	430	TA	TA	Y	143	20	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal	192500
231	20	RL	73	8760	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	6	1959	1959	Hip	CompShg	MetalSd	MetalSd	BrkFace	220	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1194	1194	GasA	TA	Y	SBrkr	1194	0	0	1194	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1959	RFn	1	312	TA	TA	Y	0	0	120	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	148000
232	60	RL	174	15138	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1995	1996	Gable	CompShg	VinylSd	VinylSd	BrkFace	506	Gd	TA	PConc	Gd	TA	No	GLQ	689	Unf	0	773	1462	GasA	Ex	Y	SBrkr	1490	1304	0	2794	1	0	2	1	4	1	Ex	9	Typ	1	TA	Attchd	1995	Fin	3	810	TA	TA	Y	0	146	202	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	403000
233	160	RM	21	1680	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	Twnhs	2Story	6	5	1972	1972	Gable	CompShg	HdBoard	HdBoard	BrkFace	297	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	483	483	GasA	TA	Y	SBrkr	483	504	0	987	0	0	1	1	2	1	TA	5	Typ	1	Po	Attchd	1972	Unf	1	288	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	94500
234	20	RL	75	10650	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	6	1976	1976	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	Gd	Av	LwQ	182	ALQ	712	0	894	GasA	TA	Y	SBrkr	894	0	0	894	1	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1976	Unf	1	308	TA	TA	Y	365	0	0	0	0	0	NA	MnPrv	NA	0	2	2010	WD	Normal	128200
235	60	RL	NA	7851	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	2002	2002	Gable	CompShg	VinylSd	VinylSd	NA	NA	Gd	TA	PConc	Gd	TA	No	GLQ	625	Unf	0	235	860	GasA	Ex	Y	SBrkr	860	1100	0	1960	1	0	2	1	4	1	Gd	8	Typ	2	TA	BuiltIn	2002	Fin	2	440	TA	TA	Y	288	48	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	216500
236	160	RM	21	1680	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	TwnhsE	2Story	6	3	1971	1971	Gable	CompShg	HdBoard	HdBoard	BrkFace	604	TA	TA	CBlock	TA	TA	No	ALQ	358	Unf	0	125	483	GasA	TA	Y	SBrkr	483	504	0	987	0	0	1	1	2	1	TA	5	Typ	0	NA	Detchd	1971	Unf	1	264	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	8	2008	WD	Normal	89500
237	20	RL	65	8773	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	BrkFace	98	Gd	TA	PConc	Gd	TA	Av	GLQ	24	Unf	0	1390	1414	GasA	Ex	Y	SBrkr	1414	0	0	1414	0	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2004	RFn	2	494	TA	TA	Y	132	105	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	185500
238	60	RL	NA	9453	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	SawyerW	RRNe	Norm	1Fam	2Story	7	7	1993	2003	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	PConc	Gd	TA	No	BLQ	402	Unf	0	594	996	GasA	Ex	Y	SBrkr	1014	730	0	1744	0	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	1993	RFn	2	457	TA	TA	Y	370	70	0	238	0	0	NA	NA	NA	0	2	2010	WD	Normal	194500
239	20	RL	93	12030	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	8	5	2007	2007	Hip	CompShg	VinylSd	VinylSd	BrkFace	254	Ex	TA	PConc	Ex	TA	No	Unf	0	Unf	0	1694	1694	GasA	Ex	Y	SBrkr	1694	0	0	1694	0	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2007	Fin	3	818	TA	TA	Y	168	228	0	0	0	0	NA	NA	NA	0	12	2007	New	Partial	318000
240	50	RL	52	8741	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1.5Fin	6	4	1945	1950	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	Fa	No	LwQ	94	Unf	0	641	735	GasA	TA	Y	FuseA	798	689	0	1487	0	0	1	1	3	1	TA	7	Typ	1	Gd	Detchd	1949	Unf	1	220	TA	TA	Y	0	140	0	0	0	0	NA	MnPrv	NA	0	4	2010	WD	Normal	113000
241	20	FV	75	9000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	8	5	2008	2008	Gable	CompShg	VinylSd	VinylSd	Stone	36	Gd	TA	PConc	Gd	TA	Av	GLQ	1078	Unf	0	488	1566	GasA	Ex	Y	SBrkr	1566	0	0	1566	1	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2008	RFn	2	750	TA	TA	Y	144	168	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	262500
242	30	RM	40	3880	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	5	9	1945	1997	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	CBlock	TA	TA	No	ALQ	329	Unf	0	357	686	GasA	Gd	Y	SBrkr	866	0	0	866	0	0	1	0	2	1	Gd	4	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	58	42	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal	110500
243	50	RM	63	5000	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	5	4	1900	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	540	540	GasA	Gd	N	FuseA	889	551	0	1440	0	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1940	Unf	1	352	Fa	TA	Y	0	0	77	0	0	0	NA	NA	NA	0	4	2006	WD	Normal	79000
244	160	RL	75	10762	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	SawyerW	Norm	Norm	TwnhsE	2Story	6	6	1980	1980	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	Gd	TA	No	Unf	0	Unf	0	626	626	GasA	TA	Y	SBrkr	626	591	0	1217	0	0	1	1	3	1	TA	6	Typ	1	TA	Attchd	1980	RFn	1	288	TA	TA	Y	0	28	0	0	0	0	NA	NA	NA	0	4	2009	WD	Normal	120000
245	60	RL	NA	8880	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	7	5	1994	2002	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	695	Unf	0	253	948	GasA	Ex	Y	SBrkr	1222	888	0	2110	1	0	2	1	3	1	Gd	8	Typ	2	Fa	Attchd	1994	RFn	2	463	TA	TA	Y	0	130	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	205000
246	20	RL	80	10400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	7	5	1988	1988	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	102	TA	TA	CBlock	Gd	TA	Av	GLQ	929	Unf	0	916	1845	GasA	Gd	Y	SBrkr	1872	0	0	1872	0	1	2	0	3	1	TA	6	Typ	1	TA	Attchd	1988	Fin	2	604	TA	TA	Y	197	39	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	241500
247	190	RM	69	9142	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	2fmCon	2Story	6	8	1910	1950	Gable	CompShg	AsbShng	AsbShng	None	0	TA	Fa	Stone	Fa	TA	No	Unf	0	Unf	0	1020	1020	GasA	Gd	N	FuseP	908	1020	0	1928	0	0	2	0	4	2	Fa	9	Typ	0	NA	Detchd	1910	Unf	1	440	Po	Po	Y	0	60	112	0	0	0	NA	NA	NA	0	4	2006	WD	Normal	137000
248	20	RL	75	11310	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	5	1954	1954	Hip	CompShg	Wd Sdng	BrkFace	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1367	1367	GasA	Ex	Y	SBrkr	1375	0	0	1375	0	0	1	0	2	1	TA	5	Typ	1	TA	Attchd	1954	Unf	2	451	TA	TA	Y	0	30	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	140000
249	60	RL	72	11317	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	BrkFace	101	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	840	840	GasA	Ex	Y	SBrkr	840	828	0	1668	0	0	2	1	3	1	Gd	8	Typ	0	NA	Attchd	2003	RFn	2	500	TA	TA	Y	144	68	0	0	0	0	NA	NA	NA	0	9	2007	WD	Normal	180000
250	50	RL	NA	159000	Pave	NA	IR2	Low	AllPub	CulDSac	Sev	ClearCr	Norm	Norm	1Fam	1.5Fin	6	7	1958	2006	Gable	CompShg	Wd Sdng	HdBoard	BrkCmn	472	Gd	TA	CBlock	Gd	TA	Gd	Rec	697	Unf	0	747	1444	GasA	Gd	Y	SBrkr	1444	700	0	2144	0	1	2	0	4	1	Gd	7	Typ	2	TA	Attchd	1958	Fin	2	389	TA	TA	Y	0	98	0	0	0	0	NA	NA	Shed	500	6	2007	WD	Normal	277000
251	30	RL	55	5350	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1Story	3	2	1940	1966	Gable	CompShg	Wd Sdng	Plywood	None	0	TA	Po	CBlock	TA	TA	No	Unf	0	Unf	0	728	728	GasA	Ex	Y	SBrkr	1306	0	0	1306	0	0	1	0	3	1	Fa	6	Mod	0	NA	NA	NA	NA	0	0	NA	NA	Y	263	0	0	0	0	0	NA	GdWo	Shed	450	5	2010	WD	Normal	76500
252	120	RM	44	4750	Pave	NA	IR1	HLS	AllPub	Inside	Mod	Crawfor	Norm	Norm	TwnhsE	1Story	8	5	2006	2007	Hip	CompShg	VinylSd	VinylSd	Stone	481	Gd	TA	PConc	Gd	TA	Gd	GLQ	1573	Unf	0	0	1573	GasA	Ex	Y	SBrkr	1625	0	0	1625	1	1	2	0	2	1	Gd	5	Typ	1	Gd	Attchd	2006	Fin	2	538	TA	TA	Y	123	0	0	0	153	0	NA	NA	NA	0	12	2007	WD	Family	235000
253	60	RL	65	8366	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	6	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	798	798	GasA	Ex	Y	SBrkr	798	842	0	1640	0	0	2	1	3	1	Gd	6	Typ	0	NA	Attchd	2004	RFn	2	520	TA	TA	Y	138	45	0	0	0	0	NA	NA	NA	0	12	2008	WD	Normal	173000
254	80	RL	85	9350	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	SLvl	6	7	1964	1991	Hip	CompShg	HdBoard	HdBoard	BrkFace	108	TA	TA	CBlock	Gd	TA	Gd	LwQ	270	ALQ	580	452	1302	GasA	Ex	Y	SBrkr	1302	0	0	1302	0	1	2	0	3	1	Gd	7	Min1	0	NA	Attchd	1964	RFn	1	309	TA	TA	Y	333	0	0	0	0	0	NA	MnPrv	NA	0	10	2007	CWD	Normal	158000
255	20	RL	70	8400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1957	1957	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	No	Rec	922	Unf	0	392	1314	GasA	TA	Y	SBrkr	1314	0	0	1314	1	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1957	RFn	1	294	TA	TA	Y	250	0	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal	145000
256	60	RL	66	8738	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	1999	1999	Gable	CompShg	VinylSd	VinylSd	BrkFace	302	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	975	975	GasA	Ex	Y	SBrkr	1005	1286	0	2291	0	0	2	1	4	1	Gd	8	Typ	1	TA	BuiltIn	1999	Fin	2	429	TA	TA	Y	192	0	0	0	0	0	NA	NA	NA	0	2	2006	WD	Normal	230000
257	60	FV	64	8791	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	6	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Rec	503	Unf	0	361	864	GasA	Ex	Y	SBrkr	864	864	0	1728	0	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	2003	RFn	2	673	TA	TA	Y	216	56	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal	207500
258	20	RL	68	8814	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	Stone	180	Gd	TA	PConc	Gd	TA	No	GLQ	1334	Unf	0	270	1604	GasA	Ex	Y	SBrkr	1604	0	0	1604	1	0	2	1	3	1	Gd	8	Typ	1	Gd	Attchd	2006	RFn	2	660	TA	TA	Y	123	110	0	0	0	0	NA	NA	NA	0	3	2009	WD	Abnorml	220000
259	60	RL	80	12435	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2001	2001	Gable	CompShg	VinylSd	VinylSd	BrkFace	172	Gd	TA	PConc	Gd	TA	No	GLQ	361	Unf	0	602	963	GasA	Ex	Y	SBrkr	963	829	0	1792	0	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	2001	RFn	2	564	TA	TA	Y	0	96	0	245	0	0	NA	NA	NA	0	5	2008	WD	Normal	231500
260	20	RM	70	12702	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	5	5	1956	1956	Gable	CompShg	BrkFace	BrkFace	None	0	TA	TA	PConc	NA	NA	NA	NA	0	NA	0	0	0	GasA	Gd	Y	FuseA	882	0	0	882	0	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1956	Unf	1	308	TA	TA	Y	0	45	0	0	0	0	NA	NA	NA	0	12	2008	WD	Normal	97000
261	80	RL	120	19296	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Artery	Norm	1Fam	SLvl	6	5	1962	1962	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	399	TA	TA	CBlock	TA	TA	Gd	Rec	672	ALQ	690	0	1362	GasA	TA	Y	SBrkr	1382	0	0	1382	1	0	1	0	3	1	TA	6	Typ	1	TA	Attchd	1991	Unf	2	884	TA	TA	Y	0	0	252	0	0	0	NA	GdWo	NA	0	5	2009	WD	Normal	176000
262	60	RL	69	9588	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	8	5	2007	2007	Gable	CompShg	CemntBd	CmentBd	Stone	270	Gd	TA	PConc	Ex	TA	No	Unf	0	Unf	0	1482	1482	GasA	Ex	Y	SBrkr	1482	1092	0	2574	0	0	2	1	3	1	Ex	10	Typ	1	Gd	BuiltIn	2007	Fin	3	868	TA	TA	Y	0	148	0	0	0	0	NA	NA	NA	0	11	2007	New	Partial	276000
263	80	RL	88	8471	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Sawyer	Norm	Norm	1Fam	SLvl	6	7	1977	1995	Gable	CompShg	HdBoard	Plywood	BrkFace	46	TA	TA	CBlock	Gd	Gd	Av	ALQ	506	Unf	0	0	506	GasA	TA	Y	SBrkr	1212	0	0	1212	1	0	1	0	3	1	TA	6	Typ	1	TA	Attchd	1978	Unf	2	492	TA	TA	Y	292	12	0	0	0	0	NA	GdWo	NA	0	7	2006	WD	Normal	151000
264	50	RM	50	5500	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	5	7	1929	2001	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	LwQ	234	ALQ	692	0	926	GasA	TA	Y	SBrkr	926	0	390	1316	1	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1974	Unf	2	484	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	130000
265	30	RM	30	5232	Pave	Grvl	IR3	Bnk	AllPub	Inside	Gtl	OldTown	Artery	Norm	1Fam	1Story	5	5	1925	2004	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	Fa	TA	No	Unf	0	Unf	0	680	680	GasA	Gd	N	FuseP	764	0	0	764	0	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1965	Unf	2	504	TA	TA	N	0	0	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	73000
266	20	RL	78	12090	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	6	6	1981	1981	Gable	CompShg	MetalSd	MetalSd	BrkFace	210	TA	Gd	CBlock	Gd	TA	No	GLQ	588	LwQ	228	606	1422	GasA	TA	Y	SBrkr	1422	0	0	1422	0	0	2	0	3	1	Gd	7	Typ	1	TA	Attchd	1981	Fin	2	576	TA	TA	Y	276	0	0	0	0	0	NA	GdPrv	NA	0	6	2008	WD	Normal	175500
267	60	RL	70	11207	Pave	NA	IR1	HLS	AllPub	FR2	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	1997	1997	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	Av	GLQ	714	Unf	0	88	802	GasA	Gd	Y	SBrkr	802	709	0	1511	1	0	2	1	3	1	TA	8	Typ	1	TA	Attchd	1997	Fin	2	413	TA	TA	Y	95	75	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	185000
268	75	RL	60	8400	Pave	NA	Reg	Bnk	AllPub	Inside	Mod	SWISU	Norm	Norm	1Fam	2.5Fin	5	8	1939	1997	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	TA	TA	No	LwQ	378	Unf	0	342	720	GasA	Ex	Y	SBrkr	1052	720	420	2192	0	0	2	1	4	1	Gd	8	Typ	1	Gd	Detchd	1939	Unf	1	240	TA	TA	Y	262	24	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	179500
269	30	RM	71	6900	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1Story	5	6	1940	1955	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	ALQ	403	Rec	125	212	740	GasA	Ex	Y	SBrkr	778	0	0	778	0	0	1	0	2	1	TA	4	Typ	1	Gd	Detchd	1966	Fin	1	924	Ex	Ex	Y	0	25	0	0	0	0	NA	NA	NA	0	2	2008	WD	Normal	120500
270	20	RL	NA	7917	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Edwards	Norm	Norm	1Fam	1Story	6	7	1976	1976	Hip	CompShg	HdBoard	HdBoard	BrkFace	174	TA	Gd	CBlock	TA	Gd	No	BLQ	751	Unf	0	392	1143	GasA	TA	Y	SBrkr	1113	0	0	1113	1	0	1	1	3	1	TA	6	Typ	1	Fa	Attchd	1987	RFn	1	504	TA	Gd	Y	370	30	0	0	0	0	NA	GdPrv	NA	0	5	2007	WD	Normal	148000
271	60	FV	84	10728	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	8	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Mn	Unf	0	Unf	0	1095	1095	GasA	Gd	Y	SBrkr	1095	844	0	1939	0	0	2	1	3	1	Gd	8	Typ	1	Gd	Attchd	2006	RFn	3	1053	TA	TA	Y	192	51	0	0	0	0	NA	NA	NA	0	8	2006	New	Partial	266000
272	20	RL	73	39104	Pave	NA	IR1	Low	AllPub	CulDSac	Sev	ClearCr	Norm	Norm	1Fam	1Story	7	7	1954	2005	Flat	Membran	Plywood	Plywood	None	0	TA	TA	CBlock	Gd	TA	Gd	LwQ	226	GLQ	1063	96	1385	GasA	Ex	Y	SBrkr	1363	0	0	1363	1	0	1	0	2	1	TA	5	Mod	2	TA	Attchd	1954	Unf	2	439	TA	TA	Y	81	0	0	0	0	0	NA	NA	NA	0	4	2008	WD	Normal	241500
273	60	RL	92	11764	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	7	1999	2007	Gable	CompShg	VinylSd	VinylSd	BrkFace	348	Gd	TA	PConc	Gd	TA	No	GLQ	524	Unf	0	628	1152	GasA	Ex	Y	SBrkr	1164	1106	0	2270	0	0	2	1	4	1	Gd	9	Typ	1	Gd	Attchd	1999	Fin	3	671	TA	TA	Y	132	57	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	290000
274	20	RL	80	9600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Feedr	Norm	1Fam	1Story	6	6	1958	1988	Hip	CompShg	Wd Sdng	Wd Sdng	BrkCmn	183	TA	TA	CBlock	TA	TA	No	Rec	620	LwQ	620	0	1240	GasA	Gd	Y	SBrkr	1632	0	0	1632	1	0	2	0	3	1	TA	6	Min1	1	Gd	Attchd	1958	RFn	1	338	TA	TA	Y	289	0	0	0	0	0	NA	MnPrv	NA	0	4	2009	WD	Normal	139000
275	20	RL	76	8314	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Mitchel	Norm	Norm	1Fam	1Story	5	7	1982	1982	Gable	CompShg	HdBoard	ImStucc	None	0	TA	TA	CBlock	TA	TA	Gd	ALQ	546	Unf	0	270	816	GasA	TA	Y	SBrkr	816	0	0	816	0	0	1	0	2	1	TA	5	Typ	0	NA	Attchd	1982	Unf	1	264	TA	TA	Y	168	0	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	124500
276	50	RL	55	7264	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	7	7	1925	2007	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	Gd	Gd	BrkTil	TA	TA	No	Unf	0	Unf	0	952	952	GasW	Gd	N	SBrkr	952	596	0	1548	0	0	2	1	3	1	Ex	5	Typ	0	NA	Detchd	1978	Unf	2	672	TA	TA	Y	74	0	0	0	144	0	NA	NA	NA	0	10	2009	WD	Normal	205000
277	20	RL	129	9196	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	1Story	7	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Ex	TA	No	Unf	0	Unf	0	1560	1560	GasA	Ex	Y	SBrkr	1560	0	0	1560	0	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2003	Fin	2	573	TA	TA	Y	100	150	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	201000
278	20	RL	140	19138	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	1Story	4	5	1951	1951	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	LwQ	120	Unf	0	744	864	GasA	Ex	Y	SBrkr	864	0	0	864	0	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1951	Unf	2	400	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal	141000
279	20	RL	107	14450	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	9	5	2006	2007	Gable	CompShg	CemntBd	CmentBd	BrkFace	315	Ex	TA	PConc	Ex	TA	Gd	Unf	0	Unf	0	2121	2121	GasA	Ex	Y	SBrkr	2121	0	0	2121	0	0	2	1	3	1	Ex	8	Typ	1	Ex	Attchd	2007	Fin	3	732	TA	TA	Y	124	98	0	0	142	0	NA	NA	NA	0	5	2007	New	Partial	415298
280	60	RL	83	10005	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	ClearCr	Norm	Norm	1Fam	2Story	7	5	1977	1977	Hip	CompShg	Plywood	Plywood	BrkFace	299	TA	TA	CBlock	Gd	TA	No	BLQ	392	Unf	0	768	1160	GasA	Ex	Y	SBrkr	1156	866	0	2022	0	0	2	1	4	1	TA	8	Typ	1	TA	Attchd	1977	Fin	2	505	TA	TA	Y	288	117	0	0	0	0	NA	NA	NA	0	3	2008	WD	Normal	192000
281	60	RL	82	11287	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	7	6	1989	1989	Gable	CompShg	Plywood	Plywood	BrkFace	340	Gd	TA	CBlock	Gd	TA	Av	GLQ	421	Unf	0	386	807	GasA	Gd	Y	SBrkr	1175	807	0	1982	0	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	1989	Fin	2	575	TA	TA	Y	0	84	0	196	0	0	NA	NA	NA	0	1	2007	WD	Normal	228500
282	20	FV	60	7200	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	6	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	Stone	68	Gd	TA	PConc	Gd	TA	No	GLQ	905	Unf	0	357	1262	GasA	Gd	Y	SBrkr	1262	0	0	1262	0	0	2	0	2	1	Gd	5	Typ	0	NA	Attchd	2006	Fin	2	572	TA	TA	Y	0	120	0	0	0	0	NA	NA	NA	0	5	2006	New	Partial	185000
283	120	RL	34	5063	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	Twnhs	1Story	7	5	2007	2008	Gable	CompShg	VinylSd	VinylSd	Stone	166	Gd	TA	PConc	Gd	TA	No	GLQ	904	Unf	0	410	1314	GasA	Ex	Y	SBrkr	1314	0	0	1314	1	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2008	RFn	2	626	TA	TA	Y	172	62	0	0	0	0	NA	NA	NA	0	4	2009	ConLw	Normal	207500
284	20	RL	74	9612	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Feedr	Norm	1Fam	1Story	8	5	2008	2009	Gable	CompShg	VinylSd	VinylSd	Stone	72	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1468	1468	GasA	Ex	Y	SBrkr	1468	0	0	1468	0	0	2	0	3	1	Gd	6	Typ	1	Gd	Attchd	2008	Fin	3	898	TA	TA	Y	210	150	0	0	0	0	NA	NA	NA	0	12	2009	New	Partial	244600
285	120	RL	50	8012	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	TwnhsE	1Story	6	5	1992	1992	Gable	CompShg	Plywood	ImStucc	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	430	Unf	0	1145	1575	GasA	Gd	Y	SBrkr	1575	0	0	1575	1	0	2	0	2	1	Gd	5	Typ	0	NA	Attchd	1992	RFn	2	529	TA	TA	Y	0	0	52	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	179200
286	160	FV	35	4251	Pave	Pave	IR1	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2006	2007	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	625	625	GasA	Ex	Y	SBrkr	625	625	0	1250	0	0	2	1	2	1	Gd	5	Typ	0	NA	Detchd	2006	RFn	2	528	TA	TA	Y	0	54	0	0	0	0	NA	NA	NA	0	6	2007	New	Partial	164700
287	50	RL	77	9786	Pave	NA	IR1	Bnk	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1.5Fin	6	7	1962	1981	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Rec	600	Unf	0	312	912	GasA	TA	Y	SBrkr	1085	649	0	1734	0	0	1	1	3	1	Gd	7	Typ	1	Gd	Attchd	1962	RFn	2	440	TA	TA	Y	0	0	0	0	128	0	NA	GdPrv	NA	0	6	2006	WD	Normal	159000
288	20	RL	NA	8125	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	4	1971	1971	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	BLQ	614	Unf	0	244	858	GasA	TA	Y	SBrkr	858	0	0	858	0	0	1	0	3	1	TA	5	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	88000
289	20	RL	NA	9819	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	5	1967	1967	Gable	CompShg	MetalSd	MetalSd	BrkFace	31	TA	Gd	CBlock	TA	TA	No	BLQ	450	Unf	0	432	882	GasA	TA	Y	SBrkr	900	0	0	900	0	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1970	Unf	1	280	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	2	2010	WD	Normal	122000
290	70	RL	60	8730	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	RRAn	Norm	1Fam	2Story	6	7	1915	2003	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	698	698	GasA	Ex	Y	FuseA	698	698	0	1396	0	0	1	0	3	1	TA	7	Typ	0	NA	Detchd	2003	Unf	1	384	TA	TA	Y	0	0	0	0	259	0	NA	NA	NA	0	7	2007	WD	Normal	153575
291	60	RL	120	15611	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	8	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	1079	1079	GasA	Ex	Y	SBrkr	1079	840	0	1919	0	0	2	1	3	1	Gd	8	Typ	1	Gd	Attchd	2006	RFn	2	685	Gd	TA	Y	0	51	0	0	0	0	NA	NA	NA	0	7	2006	New	Partial	233230
292	190	RL	55	5687	Pave	Grvl	Reg	Bnk	AllPub	Inside	Gtl	SWISU	Norm	Norm	2fmCon	2Story	5	6	1912	2000	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Fa	PConc	TA	Fa	No	Rec	210	Unf	0	570	780	GasA	Ex	N	SBrkr	936	780	0	1716	1	0	2	0	6	1	Fa	9	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	184	0	0	0	0	NA	NA	NA	0	3	2008	WD	Normal	135900
293	50	RL	60	11409	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1.5Fin	5	4	1949	2008	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	LwQ	292	Unf	0	476	768	GasA	Gd	Y	SBrkr	1148	568	0	1716	0	0	1	1	3	1	TA	8	Min2	1	Gd	Attchd	1949	Unf	1	281	TA	TA	Y	0	0	0	0	160	0	NA	NA	NA	0	1	2009	WD	Normal	131000
294	60	RL	NA	16659	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NWAmes	PosA	Norm	1Fam	2Story	7	7	1977	1994	Gable	CompShg	Plywood	Plywood	BrkFace	34	TA	TA	CBlock	TA	TA	No	ALQ	795	Unf	0	0	795	GasA	Fa	Y	SBrkr	1468	795	0	2263	1	0	2	1	3	1	Gd	9	Typ	1	TA	Attchd	1977	Fin	2	539	TA	TA	Y	0	250	0	0	0	0	NA	NA	NA	0	3	2006	WD	Normal	235000
295	20	RL	80	9600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	5	1953	1953	Hip	CompShg	HdBoard	HdBoard	Stone	238	TA	TA	CBlock	TA	TA	No	GLQ	1285	Unf	0	131	1416	GasA	TA	Y	SBrkr	1644	0	0	1644	1	0	1	0	3	1	TA	7	Typ	2	Gd	Attchd	1953	Fin	2	418	TA	TA	Y	110	0	0	0	0	0	NA	NA	NA	0	10	2009	WD	Normal	167000
296	80	RL	37	7937	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Mitchel	Norm	Norm	1Fam	SLvl	6	6	1984	1984	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	Av	GLQ	819	Unf	0	184	1003	GasA	TA	Y	SBrkr	1003	0	0	1003	1	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1984	Unf	2	588	TA	TA	Y	120	0	0	0	0	0	NA	GdPrv	NA	0	3	2006	WD	Normal	142500
297	50	RM	75	13710	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1.5Fin	5	5	1950	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	BLQ	420	Unf	0	490	910	GasA	TA	Y	FuseA	910	648	0	1558	0	0	1	1	4	1	TA	6	Typ	0	NA	Attchd	1950	Unf	1	282	TA	TA	Y	289	0	0	0	0	0	NA	MnPrv	NA	0	6	2007	WD	Normal	152000
298	60	FV	66	7399	Pave	Pave	IR1	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	7	5	1997	1998	Hip	CompShg	VinylSd	VinylSd	BrkFace	1600	Gd	TA	PConc	Gd	TA	No	BLQ	649	Unf	0	326	975	GasA	Ex	Y	SBrkr	975	975	0	1950	0	0	2	1	3	1	Gd	7	Typ	1	TA	Detchd	1997	RFn	2	576	TA	TA	Y	0	10	0	0	198	0	NA	NA	NA	0	6	2007	WD	Normal	239000
299	60	RL	90	11700	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	2Story	6	6	1968	1968	Mansard	CompShg	HdBoard	AsphShn	BrkFace	365	Gd	TA	CBlock	TA	TA	No	ALQ	384	Rec	175	143	702	GasA	Gd	Y	SBrkr	1041	702	0	1743	0	1	1	2	3	1	TA	7	Typ	1	Gd	Attchd	1968	Unf	2	539	TA	TA	Y	224	0	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	175000
300	20	RL	80	14000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	1Story	6	8	1950	2004	Gable	CompShg	HdBoard	HdBoard	None	0	TA	Gd	CBlock	TA	TA	No	Unf	0	Unf	0	1092	1092	GasA	Ex	Y	SBrkr	1152	0	0	1152	0	1	1	0	3	1	Gd	6	Typ	1	Gd	Attchd	1950	Unf	1	300	TA	TA	Y	0	36	0	0	0	0	NA	GdPrv	NA	0	8	2009	WD	Family	158500
301	190	RL	90	15750	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Crawfor	Norm	Norm	2fmCon	1Story	5	5	1953	1953	Hip	CompShg	MetalSd	MetalSd	BrkFace	56	TA	TA	CBlock	TA	TA	Mn	BLQ	841	Unf	0	324	1165	GasA	TA	Y	SBrkr	1336	0	0	1336	1	0	1	0	2	1	TA	5	Typ	2	Gd	Attchd	1953	Unf	1	375	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	157000
302	60	RL	66	16226	Pave	NA	IR3	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	8	5	1998	1999	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	281	Unf	0	747	1028	GasA	Ex	Y	SBrkr	1210	1242	0	2452	0	0	2	1	4	1	Gd	9	Typ	1	TA	BuiltIn	1998	Fin	2	683	TA	TA	Y	208	50	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	267000
303	20	RL	118	13704	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2001	2002	Gable	CompShg	VinylSd	VinylSd	BrkFace	150	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1541	1541	GasA	Ex	Y	SBrkr	1541	0	0	1541	0	0	2	0	3	1	Gd	6	Typ	1	TA	Attchd	2001	RFn	3	843	TA	TA	Y	468	81	0	0	0	0	NA	NA	NA	0	1	2006	WD	Normal	205000
304	20	RL	70	9800	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	7	1972	1972	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	TA	TA	No	ALQ	894	Unf	0	0	894	GasA	TA	Y	SBrkr	894	0	0	894	1	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1975	Unf	2	552	TA	TA	Y	256	0	0	0	0	0	NA	GdWo	NA	0	7	2006	WD	Abnorml	149900
305	75	RM	87	18386	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2.5Fin	7	9	1880	2002	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	1470	1470	GasA	Ex	Y	SBrkr	1675	1818	0	3493	0	0	3	0	3	1	Gd	10	Typ	1	Ex	Attchd	2003	Unf	3	870	TA	TA	Y	302	0	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal	295000
306	20	RL	80	10386	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	8	5	2004	2005	Gable	CompShg	CemntBd	CmentBd	Stone	246	Gd	TA	PConc	Gd	TA	No	GLQ	1464	Unf	0	536	2000	GasA	Ex	Y	SBrkr	2000	0	0	2000	1	0	2	0	3	1	Gd	8	Typ	0	NA	Attchd	2004	Fin	3	888	TA	TA	Y	168	0	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	305900
307	60	RL	116	13474	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Feedr	Norm	1Fam	2Story	7	5	1990	1991	Gable	CompShg	HdBoard	Plywood	BrkFace	246	Gd	TA	CBlock	Gd	TA	No	ALQ	700	Unf	0	0	700	GasA	Gd	Y	SBrkr	1122	1121	0	2243	1	0	2	1	4	1	Gd	8	Typ	1	TA	Attchd	1990	RFn	3	746	TA	TA	Y	127	44	224	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	225000
308	50	RM	NA	7920	Pave	Grvl	IR1	Lvl	AllPub	Inside	Gtl	IDOTRR	Artery	Norm	1Fam	1.5Fin	6	7	1920	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Fa	CBlock	TA	TA	No	Unf	0	Unf	0	319	319	GasA	TA	Y	FuseA	1035	371	0	1406	0	0	1	0	3	1	Fa	6	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	144	0	0	0	0	NA	MnPrv	NA	0	3	2008	WD	Normal	89500
309	30	RL	NA	12342	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	4	5	1940	1950	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	BLQ	262	Unf	0	599	861	GasA	Ex	Y	SBrkr	861	0	0	861	0	0	1	0	1	1	TA	4	Typ	0	NA	Detchd	1961	Unf	2	539	TA	TA	Y	158	0	0	0	0	0	NA	NA	NA	0	3	2009	WD	Normal	82500
310	20	RL	90	12378	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	9	5	2003	2004	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Ex	TA	Gd	GLQ	1274	Unf	0	622	1896	GasA	Ex	Y	SBrkr	1944	0	0	1944	1	0	2	0	3	1	Ex	8	Typ	3	Ex	Attchd	2003	Fin	3	708	TA	TA	Y	208	175	0	0	0	0	NA	NA	NA	0	11	2006	WD	Normal	360000
311	60	RL	NA	7685	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	1993	1994	Gable	CompShg	HdBoard	HdBoard	BrkFace	112	TA	TA	PConc	Gd	TA	No	ALQ	518	Unf	0	179	697	GasA	Gd	Y	SBrkr	697	804	0	1501	0	0	2	1	3	1	Gd	6	Typ	1	TA	Attchd	1993	Fin	2	420	TA	TA	Y	190	63	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal	165600
312	20	RL	50	8000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	6	1948	2002	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	CBlock	TA	TA	No	ALQ	680	Unf	0	292	972	GasA	Ex	Y	SBrkr	972	0	0	972	1	0	1	0	2	1	TA	5	Typ	1	Gd	Detchd	1948	Unf	1	240	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal	132000
313	190	RM	65	7800	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Artery	Norm	2fmCon	1.5Fin	5	7	1939	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	Gd	TA	Mn	Rec	507	Unf	0	286	793	GasA	TA	Y	SBrkr	793	325	0	1118	1	0	1	0	3	1	TA	5	Typ	1	Gd	Detchd	1939	Unf	2	410	TA	TA	Y	0	0	0	0	271	0	NA	MnPrv	NA	0	5	2006	WD	Normal	119900
314	20	RL	150	215245	Pave	NA	IR3	Low	AllPub	Inside	Sev	Timber	Norm	Norm	1Fam	1Story	7	5	1965	1965	Hip	CompShg	BrkFace	BrkFace	None	0	TA	TA	CBlock	Gd	TA	Gd	ALQ	1236	Rec	820	80	2136	GasW	TA	Y	SBrkr	2036	0	0	2036	2	0	2	0	3	1	TA	8	Typ	2	Gd	Attchd	1965	RFn	2	513	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	375000
315	70	RM	60	9600	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2Story	7	7	1925	1990	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	Gd	No	LwQ	16	Unf	0	712	728	GasA	Ex	Y	SBrkr	832	809	0	1641	0	1	1	1	3	1	Ex	6	Typ	1	Gd	Detchd	1925	Unf	2	546	Fa	TA	Y	0	0	234	0	0	0	NA	NA	NA	0	8	2006	WD	Normal	178000
316	60	RL	71	7795	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	2004	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	425	Unf	0	291	716	GasA	Ex	Y	SBrkr	716	716	0	1432	1	0	2	1	3	1	Gd	6	Typ	1	Gd	Attchd	2004	Fin	2	432	TA	TA	Y	100	51	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	188500
317	60	RL	94	13005	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NWAmes	Norm	Norm	1Fam	2Story	7	7	1980	1980	Gable	CompShg	CemntBd	CmentBd	BrkFace	278	Gd	TA	CBlock	Gd	TA	No	GLQ	692	Unf	0	153	845	GasA	TA	Y	SBrkr	1153	1200	0	2353	1	0	2	1	4	1	Ex	10	Typ	1	TA	Attchd	1983	RFn	2	484	TA	TA	Y	288	195	0	0	0	0	NA	GdPrv	NA	0	8	2009	WD	Normal	260000
318	60	FV	75	9000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	8	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	1088	1088	GasA	Ex	Y	SBrkr	1088	871	0	1959	0	0	2	1	3	1	Gd	8	Typ	1	Gd	Attchd	2006	RFn	3	1025	TA	TA	Y	208	46	0	0	0	0	NA	NA	NA	0	12	2007	WD	Normal	270000
319	60	RL	90	9900	Pave	NA	Reg	Low	AllPub	Inside	Mod	NoRidge	Norm	Norm	1Fam	2Story	7	5	1993	1993	Gable	CompShg	HdBoard	HdBoard	BrkFace	256	Gd	TA	PConc	Gd	TA	Gd	GLQ	987	Unf	0	360	1347	GasA	Ex	Y	SBrkr	1372	1274	0	2646	1	0	2	1	4	1	Gd	9	Typ	1	TA	Attchd	1993	RFn	3	656	TA	TA	Y	340	60	144	0	0	0	NA	NA	NA	0	4	2009	WD	Normal	260000
320	80	RL	NA	14115	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	SLvl	7	5	1980	1980	Gable	CompShg	Plywood	Plywood	BrkFace	225	TA	TA	CBlock	Gd	TA	Av	GLQ	1036	Unf	0	336	1372	GasA	TA	Y	SBrkr	1472	0	0	1472	1	0	2	0	3	1	TA	6	Typ	2	TA	Attchd	1980	Unf	2	588	TA	TA	Y	233	48	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	187500
321	60	RL	111	16259	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NridgHt	Norm	Norm	1Fam	2Story	9	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	Stone	370	TA	TA	PConc	Ex	Gd	Av	Unf	0	Unf	0	1249	1249	GasA	Ex	Y	SBrkr	1249	1347	0	2596	0	0	3	1	4	1	Gd	9	Typ	0	NA	Attchd	2006	RFn	3	840	TA	TA	Y	240	154	0	0	0	0	NA	NA	NA	0	9	2006	New	Partial	342643
322	60	RL	99	12099	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	8	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	BrkFace	388	Gd	TA	PConc	Ex	TA	Av	GLQ	970	Unf	0	166	1136	GasA	Ex	Y	SBrkr	1136	1332	0	2468	1	0	2	1	4	1	Gd	10	Typ	1	Gd	BuiltIn	2004	Fin	3	872	TA	TA	Y	184	154	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	354000
323	60	RL	86	10380	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	7	5	1986	1987	Gable	CompShg	Plywood	Plywood	BrkFace	172	Gd	TA	CBlock	TA	TA	Gd	LwQ	28	ALQ	1474	0	1502	GasA	Ex	Y	SBrkr	1553	1177	0	2730	1	0	2	1	4	1	Gd	8	Typ	1	TA	Attchd	1987	Fin	2	576	TA	TA	Y	201	96	0	0	0	0	NA	MnPrv	NA	0	8	2007	WD	Normal	301000
324	20	RM	49	5820	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	3	8	1955	2005	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	CBlock	TA	TA	No	ALQ	256	Unf	0	906	1162	GasA	Ex	Y	SBrkr	1163	0	0	1163	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1955	Unf	1	220	Fa	TA	Y	142	98	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	126175
325	80	RL	96	11275	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	PosN	Norm	1Fam	SLvl	7	7	1967	2007	Mansard	WdShake	Wd Sdng	Wd Sdng	BrkFace	300	Gd	Gd	CBlock	Gd	TA	No	Unf	0	Unf	0	710	710	GasA	Ex	Y	SBrkr	1898	1080	0	2978	0	0	2	1	5	1	Gd	11	Typ	1	Gd	BuiltIn	1961	Fin	2	564	TA	TA	Y	240	0	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal	242000
326	45	RM	50	5000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	RRAe	Norm	1Fam	1.5Unf	5	6	1941	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	Av	BLQ	116	Unf	0	604	720	GasA	Po	N	FuseF	803	0	0	803	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1941	Unf	2	360	TA	TA	Y	0	0	244	0	0	0	NA	NA	NA	0	12	2007	WD	Normal	87000
327	120	RL	32	10846	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Veenker	Norm	Norm	TwnhsE	1Story	8	5	1993	1993	Gable	CompShg	BrkFace	BrkFace	None	0	Gd	TA	PConc	Gd	TA	Gd	GLQ	1619	Unf	0	100	1719	GasA	Ex	Y	SBrkr	1719	0	0	1719	2	0	1	1	1	1	Gd	6	Typ	2	Gd	Attchd	1993	Fin	2	473	TA	TA	Y	122	30	0	0	0	0	NA	NA	NA	0	5	2008	Con	Normal	324000
328	20	RL	80	11600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	5	1960	1960	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	175	TA	TA	CBlock	TA	TA	No	Rec	565	Unf	0	818	1383	GasA	TA	Y	SBrkr	1383	0	0	1383	0	0	1	1	3	1	TA	7	Typ	0	NA	Attchd	1960	RFn	1	292	TA	TA	Y	0	45	0	0	0	0	NA	NA	NA	0	4	2006	WD	Normal	145250
329	75	RL	NA	11888	Pave	Pave	IR1	Bnk	AllPub	Inside	Gtl	BrkSide	PosN	Norm	1Fam	2.5Unf	6	6	1916	1994	Gable	CompShg	Wd Sdng	Wd Shng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	844	844	GasA	Gd	N	FuseA	1445	689	0	2134	0	0	2	0	5	1	Gd	10	Typ	0	NA	Detchd	1930	Unf	2	441	TA	TA	Y	0	60	268	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	214500
330	70	RM	60	6402	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	IDOTRR	Norm	Norm	1Fam	2Story	5	5	1920	1950	Gable	CompShg	Wd Sdng	Wd Shng	None	0	TA	TA	PConc	TA	TA	Mn	Unf	0	Unf	0	596	596	GasA	TA	N	SBrkr	596	596	0	1192	0	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1920	Unf	1	189	Fa	Fa	N	0	0	137	0	0	0	NA	GdWo	NA	0	7	2009	WD	Normal	78000
331	90	RL	NA	10624	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	Duplex	1Story	5	4	1964	1964	Gable	CompShg	HdBoard	HdBoard	BrkFace	84	TA	TA	CBlock	TA	TA	No	GLQ	40	Rec	264	1424	1728	GasA	TA	Y	SBrkr	1728	0	0	1728	0	1	2	0	6	2	TA	10	Typ	0	NA	Detchd	2002	Unf	1	352	TA	TA	Y	155	0	0	0	0	0	NA	NA	NA	0	11	2007	WD	Normal	119000
332	20	RL	70	8176	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1958	1992	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Rec	846	Unf	0	210	1056	GasA	Fa	Y	SBrkr	1056	0	0	1056	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1958	RFn	1	308	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal	139000
333	20	RL	85	10655	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	8	5	2003	2004	Gable	CompShg	VinylSd	VinylSd	BrkFace	296	Gd	TA	PConc	Gd	TA	No	GLQ	1124	NA	479	1603	3206	GasA	Ex	Y	SBrkr	1629	0	0	1629	1	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2003	RFn	3	880	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	10	2009	WD	Normal	284000
334	120	RM	59	8198	Pave	NA	Reg	Lvl	AllPub	FR3	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	7	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	Stone	146	Gd	TA	PConc	Gd	TA	Av	GLQ	720	Unf	0	638	1358	GasA	Ex	Y	SBrkr	1358	0	0	1358	1	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2004	RFn	2	484	TA	TA	Y	192	30	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	207000
335	60	RL	59	9042	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	1998	1998	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	Gd	GLQ	828	Unf	0	115	943	GasA	Gd	Y	SBrkr	943	695	0	1638	1	0	2	1	3	1	TA	7	Typ	2	TA	Attchd	1998	Fin	2	472	TA	TA	Y	100	38	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	192000
336	190	RL	NA	164660	Grvl	NA	IR1	HLS	AllPub	Corner	Sev	Timber	Norm	Norm	2fmCon	1.5Fin	5	6	1965	1965	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	TA	TA	Gd	ALQ	1249	BLQ	147	103	1499	GasA	Ex	Y	SBrkr	1619	167	0	1786	2	0	2	0	3	1	TA	7	Typ	2	Gd	Attchd	1965	Fin	2	529	TA	TA	Y	670	0	0	0	0	0	NA	NA	Shed	700	8	2008	WD	Normal	228950
337	20	RL	86	14157	Pave	NA	IR1	HLS	AllPub	Corner	Gtl	StoneBr	Norm	Norm	1Fam	1Story	9	5	2005	2006	Hip	CompShg	VinylSd	VinylSd	Stone	200	Gd	TA	PConc	Ex	TA	Gd	GLQ	1249	Unf	0	673	1922	GasA	Ex	Y	SBrkr	1922	0	0	1922	1	0	2	0	3	1	Gd	8	Typ	1	Gd	Attchd	2005	Fin	3	676	TA	TA	Y	178	51	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	377426
338	20	RL	70	9135	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2002	2003	Gable	CompShg	VinylSd	VinylSd	BrkFace	113	Gd	TA	PConc	Gd	TA	Av	GLQ	810	Unf	0	726	1536	GasA	Ex	Y	SBrkr	1536	0	0	1536	1	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2002	RFn	2	532	TA	TA	Y	192	74	0	0	0	0	NA	NA	NA	0	12	2008	WD	Normal	214000
339	20	RL	91	14145	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NWAmes	Norm	Norm	1Fam	1Story	7	7	1984	1998	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	Gd	TA	CBlock	Gd	TA	Mn	ALQ	213	Unf	0	995	1208	GasA	Ex	Y	SBrkr	1621	0	0	1621	1	0	2	0	3	1	Gd	8	Typ	0	NA	Attchd	1984	RFn	2	440	TA	TA	Y	108	45	0	0	0	0	NA	NA	Shed	400	5	2006	WD	Normal	202500
340	20	RL	66	12400	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Feedr	Norm	1Fam	1Story	6	7	1958	1998	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	176	TA	TA	CBlock	TA	Fa	No	Rec	585	Unf	0	630	1215	GasA	TA	Y	FuseA	1215	0	0	1215	0	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1958	Unf	1	297	TA	TA	Y	0	0	0	0	234	0	NA	NA	NA	0	6	2009	WD	Normal	155000
341	60	RL	85	14191	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	2Story	8	5	2002	2002	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	967	967	GasA	Ex	Y	SBrkr	993	915	0	1908	0	0	2	1	4	1	Gd	9	Typ	0	NA	Attchd	2002	Fin	2	431	TA	TA	Y	135	0	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	202900
342	20	RH	60	8400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Feedr	Norm	1Fam	1Story	4	4	1950	1950	Gable	CompShg	Wd Sdng	AsbShng	None	0	Fa	Fa	CBlock	TA	Fa	No	Unf	0	Unf	0	721	721	GasA	Gd	Y	SBrkr	841	0	0	841	0	0	1	0	2	1	TA	4	Typ	0	NA	CarPort	1950	Unf	1	294	TA	TA	N	250	0	24	0	0	0	NA	NA	NA	0	9	2009	WD	Normal	82000
343	90	RL	NA	8544	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	Duplex	1Story	3	4	1949	1950	Gable	CompShg	Stucco	Stucco	BrkFace	340	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	Wall	Fa	N	FuseA	1040	0	0	1040	0	0	2	0	2	2	TA	6	Typ	0	NA	Detchd	1949	Unf	2	400	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal	87500
344	120	RL	63	8849	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	9	5	2005	2005	Hip	CompShg	MetalSd	MetalSd	BrkFace	616	Ex	TA	PConc	Ex	TA	No	GLQ	28	Unf	0	1656	1684	GasA	Ex	Y	SBrkr	1684	0	0	1684	0	0	2	0	2	1	Ex	6	Typ	1	Ex	Attchd	2005	RFn	2	564	TA	TA	Y	495	72	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	266000
345	160	RM	36	2592	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	TwnhsE	2Story	5	3	1976	1976	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	CBlock	Gd	TA	No	Rec	129	BLQ	232	175	536	GasA	TA	Y	SBrkr	536	576	0	1112	0	0	1	1	3	1	TA	4	Typ	0	NA	Attchd	1976	Unf	1	336	TA	TA	Y	182	0	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	85000
346	50	RL	65	6435	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	RRAn	Norm	1Fam	1.5Fin	6	5	1939	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	972	972	GasA	Gd	Y	SBrkr	972	605	0	1577	0	0	1	0	3	1	Fa	6	Typ	1	Gd	Detchd	1939	Unf	1	312	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	10	2006	WD	Normal	140200
347	20	RL	NA	12772	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	8	1960	1998	Hip	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	Mn	BLQ	498	Unf	0	460	958	GasA	TA	Y	SBrkr	958	0	0	958	0	0	1	0	2	1	TA	5	Typ	0	NA	Attchd	1960	RFn	1	301	TA	TA	Y	0	0	0	0	0	0	NA	NA	Gar2	15500	4	2007	WD	Normal	151500
348	20	RL	NA	17600	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	5	1960	1960	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	30	TA	TA	CBlock	TA	TA	No	BLQ	1270	Unf	0	208	1478	GasA	Ex	Y	FuseA	1478	0	0	1478	1	0	2	0	3	1	TA	6	Typ	2	Gd	Attchd	1960	Unf	2	498	TA	TA	Y	0	40	0	0	0	0	NA	NA	NA	0	12	2009	WD	Normal	157500
349	160	RL	36	2448	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	Twnhs	2Story	7	5	2003	2004	Gable	CompShg	VinylSd	Wd Shng	Stone	106	Gd	TA	PConc	Gd	TA	No	GLQ	573	Unf	0	191	764	GasA	Ex	Y	SBrkr	764	862	0	1626	1	0	2	1	2	1	Gd	6	Typ	0	NA	BuiltIn	2003	RFn	2	474	TA	TA	Y	0	27	0	0	0	0	NA	NA	NA	0	10	2008	WD	Normal	154000
350	60	RL	56	20431	Pave	NA	IR2	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	9	5	2005	2006	Hip	CompShg	CemntBd	CmentBd	BrkFace	870	Ex	TA	PConc	Ex	TA	No	GLQ	1410	Unf	0	438	1848	GasA	Ex	Y	SBrkr	1848	880	0	2728	1	0	2	1	4	1	Ex	10	Typ	2	Ex	Attchd	2006	Fin	3	706	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2006	New	Partial	437154
351	120	RL	68	7820	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	9	5	2007	2007	Hip	CompShg	MetalSd	MetalSd	BrkFace	362	Ex	TA	PConc	Ex	TA	No	Unf	0	Unf	0	1869	1869	GasA	Ex	Y	SBrkr	1869	0	0	1869	0	0	2	0	2	1	Ex	6	Typ	1	Gd	Attchd	2007	RFn	2	617	TA	TA	Y	210	54	0	0	0	0	NA	NA	NA	0	12	2007	New	Partial	318061
352	120	RL	NA	5271	Pave	NA	IR1	Low	AllPub	Inside	Mod	ClearCr	Norm	Norm	1Fam	1Story	7	5	1986	1986	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	Gd	TA	Gd	GLQ	1082	Unf	0	371	1453	GasA	Gd	Y	SBrkr	1453	0	0	1453	1	0	1	1	2	1	Gd	6	Typ	1	TA	Attchd	1986	RFn	2	445	TA	TA	Y	0	80	0	0	184	0	NA	NA	NA	0	12	2006	WD	Abnorml	190000
353	50	RL	60	9084	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Artery	Norm	1Fam	1.5Fin	5	6	1941	1950	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	Fa	Mn	LwQ	236	Rec	380	0	616	GasA	TA	N	SBrkr	616	495	0	1111	0	1	1	0	3	1	TA	5	Typ	0	NA	Detchd	1941	Unf	1	200	TA	Fa	Y	48	0	0	0	0	0	NA	NA	NA	0	3	2008	ConLw	Normal	95000
354	30	RM	60	8520	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	6	8	1928	2003	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	BrkTil	TA	TA	No	Unf	0	Unf	0	624	624	GasA	Gd	Y	SBrkr	720	0	0	720	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	2005	Unf	2	484	TA	TA	Y	106	0	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	105900
355	50	RL	60	8400	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	SWISU	Norm	Norm	1Fam	1.5Fin	6	5	1940	2000	Gable	CompShg	Wd Sdng	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	LwQ	388	Unf	0	552	940	GasA	Ex	Y	SBrkr	1192	403	0	1595	0	0	1	0	2	1	TA	6	Typ	2	Gd	Attchd	1940	Unf	1	240	TA	TA	Y	0	0	108	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	140000
356	20	RL	105	11249	Pave	NA	IR2	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	6	5	1995	1995	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	Gd	PConc	Gd	Gd	No	ALQ	334	BLQ	544	322	1200	GasA	Ex	Y	SBrkr	1200	0	0	1200	1	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	1995	RFn	2	521	TA	TA	Y	0	26	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal	177500
357	20	RL	NA	9248	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	1Story	6	6	1992	1992	Gable	CompShg	HdBoard	HdBoard	BrkFace	106	TA	TA	PConc	Gd	TA	No	GLQ	560	Unf	0	598	1158	GasA	Gd	Y	SBrkr	1167	0	0	1167	1	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	1992	RFn	2	400	TA	TA	Y	120	26	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	173000
358	120	RM	44	4224	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	TwnhsE	1Story	5	5	1976	1976	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	PConc	Gd	TA	No	ALQ	874	Unf	0	268	1142	GasA	TA	Y	SBrkr	1142	0	0	1142	1	0	1	1	3	1	TA	6	Typ	1	Po	Attchd	1976	Fin	2	528	TA	TA	Y	536	90	0	0	0	0	NA	MnPrv	NA	0	8	2007	WD	Normal	134000
359	80	RL	92	6930	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	ClearCr	Norm	Norm	1Fam	SLvl	5	4	1958	1958	Hip	CompShg	Wd Sdng	ImStucc	BrkFace	120	TA	TA	CBlock	TA	TA	Av	BLQ	300	Rec	294	468	1062	GasA	Ex	Y	FuseF	1352	0	0	1352	0	1	1	0	3	1	Gd	6	Min2	0	NA	BuiltIn	1958	Unf	1	288	TA	TA	Y	168	0	294	0	0	0	NA	NA	NA	0	7	2006	WD	Abnorml	130000
360	60	RL	78	12011	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1998	1998	Gable	CompShg	VinylSd	VinylSd	BrkFace	530	Gd	TA	PConc	Gd	TA	Av	GLQ	956	Unf	0	130	1086	GasA	Ex	Y	SBrkr	1086	838	0	1924	1	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	1998	RFn	2	592	TA	TA	Y	208	75	0	0	374	0	NA	NA	NA	0	6	2006	WD	Normal	280000
361	85	RL	NA	7540	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Mitchel	Norm	Norm	1Fam	SFoyer	6	6	1978	1978	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	Gd	TA	Av	GLQ	773	Unf	0	115	888	GasA	Ex	Y	SBrkr	912	0	0	912	1	0	1	0	2	1	TA	5	Typ	1	TA	Attchd	1978	RFn	2	470	TA	TA	Y	0	0	0	0	192	0	NA	MnPrv	NA	0	6	2007	WD	Normal	156000
362	50	RL	NA	9144	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	5	5	1940	1982	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	399	Unf	0	484	883	GasA	Gd	Y	SBrkr	988	517	0	1505	1	0	1	0	3	1	TA	8	Typ	0	NA	Detchd	1940	Unf	1	240	TA	TA	N	0	0	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	145000
363	85	RL	64	7301	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Edwards	Norm	Norm	1Fam	SFoyer	7	5	2003	2003	Gable	CompShg	HdBoard	HdBoard	BrkFace	500	Gd	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	Ex	Y	SBrkr	495	1427	0	1922	0	0	3	0	4	1	Gd	7	Typ	1	Ex	BuiltIn	2003	RFn	2	672	TA	TA	Y	0	0	177	0	0	0	NA	NA	NA	0	7	2009	ConLD	Normal	198500
364	160	RM	21	1680	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	Twnhs	2Story	6	8	1972	2007	Gable	CompShg	HdBoard	HdBoard	BrkFace	510	TA	TA	CBlock	TA	TA	No	ALQ	162	Unf	0	321	483	GasA	Gd	Y	SBrkr	483	504	0	987	0	0	1	1	2	1	Gd	5	Typ	0	NA	Detchd	1972	Unf	1	264	TA	TA	Y	250	0	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal	118000
365	60	RL	NA	18800	Pave	NA	IR1	Lvl	AllPub	FR2	Gtl	NWAmes	Norm	Norm	1Fam	2Story	6	5	1976	1976	Gable	CompShg	HdBoard	HdBoard	BrkFace	120	TA	TA	PConc	Gd	TA	Mn	GLQ	712	Unf	0	84	796	GasA	TA	Y	SBrkr	790	784	0	1574	1	0	2	1	3	1	TA	6	Typ	1	TA	Attchd	1976	Fin	2	566	TA	TA	Y	306	111	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	190000
366	70	RM	59	10690	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	2Story	5	7	1920	1997	Hip	CompShg	VinylSd	VinylSd	None	0	TA	Gd	CBlock	TA	Fa	No	Rec	456	Unf	0	216	672	GasA	Gd	Y	FuseA	672	672	0	1344	0	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1964	Unf	1	468	TA	Fa	Y	0	128	218	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	147000
367	20	RL	NA	9500	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	5	1963	1963	Gable	CompShg	Plywood	Plywood	BrkFace	247	TA	TA	CBlock	Gd	TA	No	BLQ	609	Unf	0	785	1394	GasA	Gd	Y	SBrkr	1394	0	0	1394	1	0	1	1	3	1	TA	6	Typ	2	Gd	Attchd	1963	RFn	2	514	TA	TA	Y	0	76	0	0	185	0	NA	NA	NA	0	7	2009	WD	Normal	159000
368	80	RL	101	9150	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	SLvl	6	5	1962	1962	Gable	Tar&Grv	Plywood	Plywood	BrkFace	305	TA	TA	CBlock	Gd	TA	Gd	GLQ	371	Unf	0	728	1099	GasA	Gd	Y	SBrkr	1431	0	0	1431	0	1	1	0	3	1	TA	6	Typ	1	Gd	Basment	1962	RFn	1	296	TA	TA	Y	64	110	0	0	0	0	NA	NA	NA	0	12	2008	WD	Normal	165000
369	20	RL	78	7800	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1954	1954	Gable	CompShg	HdBoard	HdBoard	BrkFace	200	TA	TA	PConc	TA	TA	No	LwQ	540	Unf	0	728	1268	GasA	Gd	Y	SBrkr	1268	0	0	1268	0	0	1	0	2	1	TA	7	Typ	1	Gd	Attchd	1954	Fin	1	244	TA	TA	Y	0	98	0	0	0	0	NA	NA	NA	0	3	2010	WD	Normal	132000
370	20	RL	NA	9830	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1959	2006	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Gd	CBlock	TA	TA	No	ALQ	72	Rec	258	733	1063	GasA	Ex	Y	SBrkr	1287	0	0	1287	1	0	1	0	3	1	Gd	7	Typ	1	Gd	Detchd	1997	Fin	2	576	TA	TA	Y	364	17	0	0	182	0	NA	NA	NA	0	3	2010	WD	Normal	162000
371	60	RL	NA	8121	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	2000	2000	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	953	953	GasA	Ex	Y	SBrkr	953	711	0	1664	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	2000	RFn	2	460	TA	TA	Y	100	40	0	0	0	0	NA	NA	NA	0	1	2006	WD	Normal	172400
372	50	RL	80	17120	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	ClearCr	Feedr	Norm	1Fam	1.5Fin	4	4	1959	1959	Gable	CompShg	WdShing	Plywood	None	0	TA	TA	CBlock	NA	NA	NA	NA	0	NA	0	0	0	GasA	TA	Y	SBrkr	1120	468	0	1588	0	0	2	0	4	1	TA	7	Min2	1	Gd	Detchd	1991	Fin	2	680	TA	TA	N	0	59	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	134432
373	120	RL	50	7175	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	TwnhsE	1Story	6	5	1984	1984	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	Gd	TA	No	ALQ	623	LwQ	121	0	744	GasA	TA	Y	SBrkr	752	0	0	752	1	0	1	0	2	1	TA	4	Typ	0	NA	Attchd	1984	Unf	1	264	TA	TA	Y	353	0	0	0	90	0	NA	MnPrv	NA	0	2	2010	WD	Normal	125000
374	20	RL	79	10634	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1953	1953	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	PConc	TA	TA	No	BLQ	428	LwQ	180	0	608	GasA	TA	Y	SBrkr	1319	0	0	1319	1	0	1	0	3	1	TA	5	Min2	0	NA	Attchd	1953	Unf	1	270	TA	TA	Y	66	0	0	0	0	0	NA	GdWo	NA	0	11	2009	WD	Normal	123000
375	60	RL	65	8200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2003	2004	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	847	847	GasA	Ex	Y	SBrkr	847	1081	0	1928	0	0	2	1	4	1	Gd	8	Typ	1	Gd	BuiltIn	2003	Fin	2	434	TA	TA	Y	100	48	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	219500
376	30	RL	NA	10020	Pave	NA	IR1	Low	AllPub	Inside	Sev	Edwards	Norm	Norm	1Fam	1Story	1	1	1922	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	Fa	Fa	BrkTil	Fa	Po	Gd	BLQ	350	Unf	0	333	683	GasA	Gd	N	FuseA	904	0	0	904	1	0	0	1	1	1	Fa	4	Maj1	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	NA	NA	0	3	2009	WD	Normal	61000
377	85	RL	57	8846	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	CollgCr	Norm	Norm	1Fam	SFoyer	5	5	1996	1996	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	298	Unf	0	572	870	GasA	Ex	Y	SBrkr	914	0	0	914	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1998	Unf	2	576	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	148000
378	60	FV	102	11143	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Somerst	Norm	Norm	1Fam	2Story	8	5	2004	2005	Gable	CompShg	CemntBd	CmentBd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1580	1580	GasA	Ex	Y	SBrkr	1580	886	0	2466	0	0	3	0	4	1	Gd	8	Typ	1	Gd	Attchd	2004	RFn	2	610	TA	TA	Y	159	214	0	0	0	0	NA	NA	NA	0	12	2007	WD	Normal	340000
379	20	RL	88	11394	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	StoneBr	Norm	Norm	1Fam	1Story	9	2	2010	2010	Hip	CompShg	VinylSd	VinylSd	Stone	350	Gd	TA	PConc	Ex	TA	Av	GLQ	1445	Unf	0	411	1856	GasA	Ex	Y	SBrkr	1856	0	0	1856	1	0	1	1	1	1	Ex	8	Typ	1	Ex	Attchd	2010	Fin	3	834	TA	TA	Y	113	0	0	0	0	0	NA	NA	NA	0	6	2010	New	Partial	394432
380	60	RL	60	8123	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	RRAn	Norm	1Fam	2Story	6	5	2000	2000	Gable	CompShg	VinylSd	VinylSd	BrkFace	16	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	982	982	GasA	Ex	Y	SBrkr	1007	793	0	1800	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	2000	Fin	2	463	TA	TA	Y	100	63	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	179000
381	50	RL	50	5000	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	SWISU	Norm	Norm	1Fam	1.5Fin	5	6	1924	1950	Gable	CompShg	BrkFace	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	LwQ	218	Unf	0	808	1026	GasA	TA	Y	SBrkr	1026	665	0	1691	0	0	2	0	3	1	Gd	6	Typ	1	Gd	Detchd	1924	Unf	1	308	TA	TA	Y	0	0	242	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	127000
382	20	FV	60	7200	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	7	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	Gd	No	Unf	0	Unf	0	1293	1293	GasA	Ex	Y	SBrkr	1301	0	0	1301	1	0	2	0	2	1	Gd	5	Typ	1	Gd	Attchd	2006	RFn	2	572	TA	TA	Y	216	121	0	0	0	0	NA	NA	NA	0	8	2006	New	Partial	187750
383	60	RL	79	9245	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	939	939	GasA	Ex	Y	SBrkr	939	858	0	1797	0	0	2	1	3	1	Gd	8	Typ	0	NA	Attchd	2006	RFn	2	639	TA	TA	Y	144	53	0	0	0	0	NA	NA	NA	0	4	2007	WD	Normal	213500
384	45	RH	60	9000	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	SawyerW	Norm	Norm	1Fam	1.5Unf	6	3	1928	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	Fa	Fa	No	Unf	0	Unf	0	784	784	GasA	TA	N	FuseA	784	0	0	784	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1950	Unf	2	360	Fa	Fa	N	0	0	91	0	0	0	NA	NA	NA	0	10	2009	WD	Normal	76000
385	60	RL	NA	53107	Pave	NA	IR2	Low	AllPub	Corner	Mod	ClearCr	Feedr	Norm	1Fam	2Story	6	5	1992	1992	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	985	Unf	0	595	1580	GasA	Ex	Y	SBrkr	1079	874	0	1953	1	0	2	1	3	1	Gd	9	Typ	2	Fa	Attchd	1992	Fin	2	501	TA	TA	Y	216	231	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	240000
386	120	RL	43	3182	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	8	5	2004	2005	Gable	CompShg	VinylSd	VinylSd	BrkFace	16	Gd	TA	PConc	Gd	TA	No	GLQ	24	Unf	0	1232	1256	GasA	Ex	Y	SBrkr	1269	0	0	1269	0	0	2	0	2	1	Gd	6	Typ	1	TA	Attchd	2004	Fin	2	430	TA	TA	Y	146	20	0	0	144	0	NA	NA	NA	0	4	2010	WD	Normal	192000
387	50	RL	58	8410	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	Edwards	Feedr	Norm	1Fam	1.5Fin	5	3	1910	1996	Gambrel	CompShg	Wd Sdng	VinylSd	None	0	TA	Fa	PConc	TA	TA	No	Unf	0	Unf	0	658	658	GasA	TA	Y	SBrkr	658	526	0	1184	0	0	1	0	5	1	TA	8	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	151	0	0	0	0	NA	NA	NA	0	5	2006	WD	AdjLand	81000
388	80	RL	72	7200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	SLvl	6	6	1976	1976	Hip	CompShg	MetalSd	MetalSd	BrkFace	255	TA	TA	CBlock	TA	TA	Av	ALQ	631	Unf	0	410	1041	GasA	Ex	Y	SBrkr	1125	0	0	1125	1	0	1	0	3	1	TA	6	Typ	1	Fa	Detchd	1977	Unf	1	352	TA	TA	Y	296	0	0	0	0	0	NA	GdWo	NA	0	10	2009	WD	Abnorml	125000
389	20	RL	93	9382	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	1999	2000	Gable	CompShg	VinylSd	VinylSd	BrkFace	125	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1468	1468	GasA	Ex	Y	SBrkr	1479	0	0	1479	0	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	1999	RFn	2	577	TA	TA	Y	120	25	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	191000
390	60	RL	96	12474	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	10	5	2007	2008	Gable	CompShg	VinylSd	VinylSd	Stone	272	Ex	TA	PConc	Ex	TA	Av	GLQ	1280	Unf	0	402	1682	GasA	Ex	Y	SBrkr	1742	590	0	2332	1	0	2	1	3	1	Ex	9	Typ	1	Ex	BuiltIn	2008	Fin	3	846	TA	TA	Y	196	134	0	0	0	0	NA	NA	NA	0	8	2008	New	Partial	426000
391	50	RL	50	8405	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1.5Fin	5	8	1900	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	Gd	No	Rec	241	BLQ	391	229	861	GasA	Ex	Y	SBrkr	961	406	0	1367	1	0	1	0	4	1	TA	7	Typ	0	NA	Detchd	1978	Unf	1	384	TA	TA	Y	0	130	112	0	0	0	NA	MnPrv	NA	0	4	2008	WD	Normal	119000
392	60	RL	71	12209	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Mitchel	Norm	Norm	1Fam	2Story	6	5	2001	2002	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Ex	TA	No	ALQ	690	Unf	0	114	804	GasA	Ex	Y	SBrkr	804	1157	0	1961	1	0	2	1	3	1	Gd	7	Typ	1	TA	BuiltIn	2001	Fin	2	560	TA	TA	Y	125	192	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	215000
393	20	RL	NA	8339	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1959	1959	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	TA	Y	SBrkr	882	0	0	882	0	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1959	RFn	1	294	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	Shed	1200	7	2007	WD	Normal	106500
394	30	RL	NA	7446	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	BrkSide	Feedr	Norm	1Fam	1Story	4	5	1941	1950	Gable	CompShg	WdShing	Wd Shng	None	0	TA	TA	CBlock	TA	TA	No	Rec	266	Unf	0	522	788	GasA	TA	Y	FuseA	788	0	0	788	0	0	1	0	2	1	TA	4	Typ	2	TA	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	GdWo	NA	0	4	2006	WD	Abnorml	100000
395	50	RL	60	10134	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	5	6	1940	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	735	735	GasA	Gd	Y	FuseA	735	299	0	1034	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1940	Unf	1	240	TA	TA	Y	0	39	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	109000
396	20	RL	68	9571	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	5	6	1956	1956	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	Av	BLQ	739	Unf	0	405	1144	GasA	TA	Y	SBrkr	1144	0	0	1144	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1956	Unf	1	596	TA	TA	Y	44	0	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal	129000
397	20	RL	60	7200	Pave	NA	Reg	Low	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	5	1972	1972	Hip	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	Av	Rec	777	Unf	0	117	894	GasA	TA	Y	SBrkr	894	0	0	894	0	0	1	0	2	1	TA	6	Typ	0	NA	Detchd	1985	RFn	2	600	TA	TA	Y	215	0	0	0	0	0	NA	NA	NA	0	9	2009	WD	Normal	123000
398	60	RL	69	7590	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	PosN	Norm	1Fam	2Story	5	5	1962	1962	Gable	CompShg	VinylSd	VinylSd	BrkFace	288	TA	TA	CBlock	TA	TA	No	ALQ	540	Unf	0	324	864	GasA	TA	Y	SBrkr	876	936	0	1812	0	0	2	0	4	1	TA	8	Typ	1	TA	Attchd	1962	RFn	1	264	TA	TA	Y	0	168	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	169500
399	30	RM	60	8967	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	IDOTRR	Norm	Norm	1Fam	1Story	5	2	1920	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Fa	BrkTil	Fa	Po	No	Unf	0	Unf	0	961	961	GasA	Gd	Y	Mix	1077	0	0	1077	0	0	1	0	2	1	TA	6	Maj2	0	NA	Detchd	1920	Unf	1	338	Po	Po	N	0	0	0	0	0	0	NA	NA	NA	0	11	2007	WD	Abnorml	67000
400	60	FV	65	8125	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	7	5	2006	2007	Gable	CompShg	CemntBd	CmentBd	Stone	100	Gd	TA	PConc	Gd	TA	No	GLQ	812	Unf	0	280	1092	GasA	Ex	Y	SBrkr	1112	438	0	1550	1	0	2	0	2	1	Gd	7	Typ	0	NA	Attchd	2007	Fin	2	438	TA	TA	Y	0	168	0	0	0	0	NA	NA	NA	0	10	2009	WD	Normal	241000
401	120	RL	38	14963	Pave	NA	IR2	Lvl	AllPub	Inside	Gtl	Veenker	Norm	Norm	TwnhsE	1Story	8	5	1996	1996	Gable	CompShg	BrkFace	BrkFace	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	786	Unf	0	474	1260	GasA	Ex	Y	SBrkr	1288	0	0	1288	1	0	1	1	1	1	Ex	4	Typ	2	Gd	Attchd	1996	Fin	2	500	TA	TA	Y	120	30	0	0	224	0	NA	NA	NA	0	12	2008	WD	Normal	245500
402	20	RL	65	8767	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	24	Unf	0	1286	1310	GasA	Ex	Y	SBrkr	1310	0	0	1310	0	0	2	0	3	1	Gd	6	Typ	1	Gd	Attchd	2005	Fin	2	400	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2006	New	Partial	164990
403	30	RL	60	10200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	8	1940	1997	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	672	672	GasA	Ex	Y	SBrkr	672	0	0	672	0	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1940	Unf	1	240	TA	TA	N	168	0	0	0	0	0	NA	GdPrv	NA	0	8	2008	WD	Normal	108000
404	60	RL	93	12090	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1998	1998	Hip	CompShg	VinylSd	VinylSd	BrkFace	650	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1141	1141	GasA	Gd	Y	SBrkr	1165	1098	0	2263	0	0	2	1	4	1	Gd	10	Typ	1	TA	BuiltIn	1998	Fin	2	420	TA	TA	Y	144	123	0	0	0	0	NA	NA	NA	0	7	2006	WD	Abnorml	258000
405	60	RL	NA	10364	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	1995	1996	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	806	806	GasA	Gd	Y	SBrkr	806	766	0	1572	0	0	2	1	3	1	TA	7	Typ	1	TA	BuiltIn	1995	Fin	2	373	TA	TA	Y	0	40	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	168000
406	20	RL	NA	9991	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Sawyer	Feedr	Norm	1Fam	1Story	4	4	1976	1993	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	TA	TA	No	BLQ	1116	Unf	0	165	1281	GasA	Ex	Y	SBrkr	1620	0	0	1620	1	0	2	0	3	1	TA	8	Min1	1	TA	Attchd	1993	Unf	2	490	TA	TA	Y	120	78	0	0	0	0	NA	GdWo	NA	0	6	2009	WD	Normal	150000
407	50	RL	51	10480	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SWISU	Norm	Norm	1Fam	1.5Fin	6	5	1936	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	1064	1064	GasA	Ex	Y	FuseA	1166	0	473	1639	0	0	1	0	3	1	TA	6	Maj2	0	NA	Detchd	1936	Unf	1	240	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	3	2008	WD	Normal	115000
408	70	RL	63	15576	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	2Story	6	7	1915	1976	Gable	CompShg	Wd Sdng	Plywood	None	0	TA	TA	BrkTil	Gd	TA	No	Unf	0	Unf	0	840	840	GasA	Ex	Y	SBrkr	840	840	0	1680	0	0	2	0	4	1	TA	8	Typ	0	NA	Attchd	1960	Unf	1	308	TA	TA	Y	0	0	160	0	0	0	NA	NA	NA	0	3	2008	WD	Normal	177000
409	60	RL	109	14154	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NridgHt	Norm	Norm	1Fam	2Story	7	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	BrkFace	350	Gd	TA	PConc	Ex	Gd	No	Unf	0	Unf	0	1063	1063	GasA	Ex	Y	SBrkr	1071	1101	0	2172	0	0	2	1	3	1	Gd	9	Typ	1	Gd	Attchd	2006	RFn	3	947	TA	TA	Y	192	62	0	0	0	0	NA	NA	NA	0	8	2007	New	Partial	280000
410	60	FV	85	10800	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	8	5	2007	2008	Gable	CompShg	VinylSd	VinylSd	Stone	100	Gd	TA	PConc	Ex	TA	No	GLQ	789	Unf	0	245	1034	GasA	Ex	Y	SBrkr	1050	1028	0	2078	1	0	2	1	3	1	Ex	8	Typ	1	Gd	Attchd	2008	Fin	3	836	TA	TA	Y	0	102	0	0	0	0	NA	NA	NA	0	4	2008	New	Partial	339750
411	20	RL	68	9571	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	5	3	1958	1958	Gable	CompShg	BrkComm	Brk Cmn	None	0	TA	Fa	CBlock	TA	Fa	No	Unf	0	Unf	0	1276	1276	GasA	TA	Y	FuseA	1276	0	0	1276	0	0	1	0	3	1	TA	5	Mod	0	NA	Attchd	1958	Unf	1	350	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2009	COD	Abnorml	60000
412	190	RL	100	34650	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	Gilbert	Norm	Norm	2fmCon	1Story	5	5	1955	1955	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	Mn	Rec	1056	Unf	0	0	1056	GasA	TA	N	SBrkr	1056	0	0	1056	1	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1955	Fin	2	572	TA	TA	Y	264	0	0	0	0	0	NA	NA	NA	0	1	2006	WD	Normal	145000
413	20	FV	NA	4403	Pave	NA	IR2	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	7	5	2009	2009	Gable	CompShg	MetalSd	MetalSd	Stone	432	Ex	TA	PConc	Ex	TA	Av	GLQ	578	Unf	0	892	1470	GasA	Ex	Y	SBrkr	1478	0	0	1478	1	0	2	1	2	1	Gd	7	Typ	1	Gd	Attchd	2009	Fin	2	484	TA	TA	Y	0	144	0	0	0	0	NA	NA	NA	0	6	2010	New	Partial	222000
414	30	RM	56	8960	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Artery	Norm	1Fam	1Story	5	6	1927	1950	Gable	CompShg	WdShing	Wd Shng	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1008	1008	GasA	Gd	Y	FuseA	1028	0	0	1028	0	0	1	0	2	1	TA	5	Typ	1	Gd	Detchd	1927	Unf	2	360	TA	TA	Y	0	0	130	0	0	0	NA	NA	NA	0	3	2010	WD	Normal	115000
415	60	RL	59	11228	Pave	NA	IR2	Lvl	AllPub	CulDSac	Gtl	SawyerW	Norm	Norm	1Fam	2Story	7	5	1993	1993	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	BLQ	50	GLQ	531	499	1080	GasA	Ex	Y	SBrkr	1080	1017	0	2097	0	1	2	1	3	1	Gd	9	Typ	1	TA	Attchd	1993	Unf	3	678	TA	TA	Y	196	187	0	0	0	0	NA	NA	NA	0	12	2008	WD	Normal	228000
416	20	RL	73	8899	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	1Story	7	5	2007	2007	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	24	Unf	0	1316	1340	GasA	Ex	Y	SBrkr	1340	0	0	1340	0	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2007	Fin	2	396	TA	TA	Y	100	30	0	0	0	0	NA	NA	NA	0	8	2007	New	Partial	181134
417	60	RL	74	7844	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	2Story	6	7	1978	1978	Hip	CompShg	HdBoard	HdBoard	BrkFace	203	TA	TA	CBlock	TA	TA	No	ALQ	209	Unf	0	463	672	GasA	TA	Y	SBrkr	672	728	0	1400	0	0	1	1	3	1	TA	6	Typ	1	TA	Attchd	1978	Fin	2	440	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	3	2006	WD	Normal	149500
418	70	RL	86	22420	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Crawfor	Feedr	Norm	1Fam	2Story	6	6	1918	1950	Hip	CompShg	Wd Sdng	Stucco	None	0	TA	TA	BrkTil	Gd	TA	No	BLQ	1128	Unf	0	242	1370	GasW	TA	N	FuseA	1370	1254	0	2624	1	0	2	1	4	1	TA	10	Typ	1	Gd	Detchd	1918	Unf	3	864	TA	TA	N	0	0	0	0	0	0	NA	NA	NA	0	11	2007	WD	Normal	239000
419	50	RL	60	8160	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1.5Fin	5	6	1940	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	ALQ	312	Unf	0	444	756	GasA	Fa	N	FuseF	756	378	0	1134	1	0	1	1	3	1	TA	7	Typ	0	NA	Detchd	1940	Unf	1	240	TA	TA	P	0	0	0	0	0	0	NA	NA	NA	0	4	2007	WD	AdjLand	126000
420	20	RL	65	8450	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1968	1968	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	BLQ	775	Unf	0	281	1056	GasA	Ex	Y	SBrkr	1056	0	0	1056	1	0	1	0	3	1	TA	6	Typ	1	Fa	Attchd	1968	Unf	1	304	TA	TA	Y	0	85	184	0	0	0	NA	NA	NA	0	7	2010	WD	Normal	142000
421	90	RM	78	7060	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	Duplex	SFoyer	7	5	1997	1998	Gable	CompShg	VinylSd	VinylSd	BrkFace	200	TA	Gd	PConc	Gd	Gd	Gd	GLQ	1309	Unf	0	35	1344	GasA	Ex	Y	SBrkr	1344	0	0	1344	2	0	2	0	2	2	TA	8	Typ	0	NA	Attchd	1997	Fin	4	784	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	11	2008	WD	Alloca	206300
422	20	RL	NA	16635	Pave	NA	IR1	Lvl	AllPub	FR2	Gtl	NWAmes	Norm	Norm	1Fam	1Story	6	7	1977	2000	Gable	CompShg	CemntBd	CmentBd	Stone	126	Gd	TA	CBlock	Gd	TA	No	ALQ	1246	Unf	0	356	1602	GasA	Gd	Y	SBrkr	1602	0	0	1602	0	1	2	0	3	1	Gd	8	Typ	1	TA	Attchd	1977	Fin	2	529	TA	TA	Y	240	0	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	215000
423	20	RL	100	21750	Pave	NA	Reg	HLS	AllPub	Inside	Mod	Mitchel	Artery	Norm	1Fam	1Story	5	5	1954	1954	Hip	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	988	988	GasA	Ex	Y	FuseA	988	0	0	988	0	0	1	0	2	1	TA	4	Typ	0	NA	Attchd	1954	RFn	2	520	TA	TA	N	0	0	0	0	0	0	NA	NA	NA	0	2	2008	WD	Normal	113000
424	60	RL	80	9200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1998	1998	Gable	CompShg	VinylSd	VinylSd	BrkFace	473	Gd	TA	PConc	Gd	TA	No	GLQ	986	Unf	0	484	1470	GasA	Gd	Y	SBrkr	1470	1160	0	2630	1	0	2	1	4	1	Gd	8	Typ	1	TA	Attchd	1998	Fin	3	696	TA	TA	Y	0	66	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	315000
425	20	RL	72	9000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	5	1956	1956	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	74	TA	TA	CBlock	Gd	TA	No	LwQ	616	Unf	0	580	1196	GasA	Gd	Y	FuseA	1196	0	0	1196	1	0	1	0	2	1	TA	6	Typ	1	Gd	Attchd	1956	RFn	1	297	TA	TA	Y	0	44	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal	139000
426	60	RM	60	3378	Pave	Grvl	Reg	HLS	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2Story	7	8	1946	1992	Gable	CompShg	HdBoard	HdBoard	None	0	TA	Gd	CBlock	TA	TA	No	Unf	0	Unf	0	651	651	GasA	Gd	Y	SBrkr	707	682	0	1389	0	0	1	1	3	1	TA	6	Typ	2	Gd	Detchd	1947	Unf	1	240	TA	TA	P	0	0	126	0	0	0	NA	NA	NA	0	9	2009	WD	Normal	135000
427	80	RL	NA	12800	Pave	NA	Reg	Low	AllPub	Inside	Mod	SawyerW	Norm	Norm	1Fam	SLvl	7	5	1989	1989	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	145	Gd	TA	PConc	Gd	TA	Gd	GLQ	1518	Unf	0	0	1518	GasA	Gd	Y	SBrkr	1644	0	0	1644	1	1	2	0	2	1	Gd	5	Typ	1	TA	Attchd	1989	Fin	2	569	TA	TA	Y	80	0	0	0	396	0	NA	NA	NA	0	8	2009	WD	Normal	275000
428	20	RL	77	8593	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	6	1957	1957	Hip	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	288	Unf	0	619	907	GasA	Ex	Y	SBrkr	907	0	0	907	0	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1964	Unf	1	352	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	109008
429	20	RL	64	6762	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2007	2007	Gable	CompShg	VinylSd	VinylSd	BrkFace	108	Gd	TA	PConc	Gd	TA	No	GLQ	664	Unf	0	544	1208	GasA	Ex	Y	SBrkr	1208	0	0	1208	1	0	2	0	2	1	Gd	6	Typ	0	NA	Attchd	2007	RFn	2	628	TA	TA	Y	105	54	0	0	0	0	NA	NA	NA	0	9	2007	New	Partial	195400
430	20	RL	130	11457	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Timber	Norm	Norm	1Fam	1Story	6	5	1988	1988	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	Gd	TA	Mn	GLQ	1005	Unf	0	387	1392	GasA	TA	Y	SBrkr	1412	0	0	1412	1	0	2	0	3	1	Gd	6	Typ	1	TA	Attchd	1988	Unf	2	576	TA	TA	Y	0	0	169	0	0	0	NA	NA	NA	0	3	2009	WD	Normal	175000
431	160	RM	21	1680	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	Twnhs	2Story	6	5	1971	1971	Gable	CompShg	HdBoard	HdBoard	BrkFace	232	TA	TA	CBlock	TA	TA	No	ALQ	387	Unf	0	96	483	GasA	TA	Y	SBrkr	483	504	0	987	0	0	1	1	2	1	TA	4	Typ	0	NA	Detchd	1971	Unf	1	264	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2008	COD	Abnorml	85400
432	50	RM	60	5586	Pave	NA	IR1	Bnk	AllPub	Inside	Gtl	OldTown	Feedr	Norm	1Fam	1.5Fin	6	7	1920	1998	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	901	901	GasA	Gd	Y	SBrkr	1088	110	0	1198	0	0	1	0	4	1	TA	7	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	98	0	0	0	0	NA	MnPrv	NA	0	9	2008	ConLD	Abnorml	79900
433	160	RM	24	1920	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	TwnhsE	2Story	5	5	1971	1971	Gable	CompShg	HdBoard	HdBoard	BrkFace	376	TA	TA	CBlock	TA	TA	No	ALQ	471	Unf	0	294	765	GasA	Ex	Y	SBrkr	765	600	0	1365	1	0	1	1	2	1	TA	6	Min1	0	NA	Detchd	1971	Unf	2	440	TA	TA	Y	240	36	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal	122500
434	60	RL	100	10839	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	1997	1998	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	926	926	GasA	Ex	Y	SBrkr	926	678	0	1604	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1997	Fin	2	470	TA	TA	Y	0	36	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	181000
435	180	RM	21	1890	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	Twnhs	SFoyer	4	7	1972	1972	Gable	CompShg	CemntBd	CmentBd	None	0	TA	Gd	CBlock	Gd	TA	Av	ALQ	495	Unf	0	135	630	GasA	Gd	Y	SBrkr	630	0	0	630	1	0	1	0	1	1	TA	3	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	88	0	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	81000
436	60	RL	43	10667	Pave	NA	IR2	Lvl	AllPub	CulDSac	Gtl	CollgCr	PosN	Norm	1Fam	2Story	7	6	1996	1996	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	385	ALQ	344	70	799	GasA	Ex	Y	SBrkr	827	834	0	1661	1	0	2	1	3	1	Gd	6	Typ	1	TA	Attchd	1996	RFn	2	550	TA	TA	Y	158	61	0	0	0	0	NA	NA	NA	0	4	2009	ConLw	Normal	212000
437	50	RM	40	4400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	6	8	1920	1950	Gable	CompShg	Stucco	Stucco	None	0	TA	TA	BrkTil	Fa	TA	No	Unf	0	Unf	0	648	648	GasA	TA	Y	FuseA	734	384	0	1118	0	0	1	0	2	1	TA	6	Typ	0	NA	Detchd	1990	Unf	2	440	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	10	2006	WD	Normal	116000
438	45	RM	50	6000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Unf	6	7	1926	2004	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	Gd	TA	PConc	TA	TA	No	Unf	0	Unf	0	884	884	GasA	Gd	Y	SBrkr	904	0	0	904	0	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1926	Unf	1	180	TA	TA	Y	0	0	105	0	0	0	NA	NA	NA	0	1	2009	WD	Normal	119000
439	30	RL	40	4280	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	1Story	5	6	1913	2002	Gable	CompShg	WdShing	Stucco	None	0	TA	TA	PConc	TA	TA	No	LwQ	365	Unf	0	75	440	GasA	TA	N	SBrkr	694	0	0	694	0	0	1	0	2	1	Gd	4	Typ	1	Gd	Detchd	1990	Unf	1	352	Gd	TA	P	0	0	34	0	0	0	NA	MnPrv	NA	0	3	2007	WD	Normal	90350
440	50	RL	67	12354	Pave	Grvl	Reg	Lvl	AllPub	Corner	Gtl	Edwards	Norm	Norm	1Fam	1.5Fin	6	8	1920	2000	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	Fa	Mn	Unf	0	Unf	0	684	684	GasA	Gd	Y	SBrkr	684	512	0	1196	0	0	1	0	3	1	Gd	7	Typ	0	NA	Detchd	2005	Unf	2	528	TA	TA	Y	0	46	0	0	0	0	NA	GdPrv	Shed	800	8	2009	ConLI	Normal	110000
441	20	RL	105	15431	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	10	5	2008	2008	Hip	CompShg	VinylSd	VinylSd	Stone	200	Ex	TA	PConc	Ex	TA	Gd	GLQ	1767	ALQ	539	788	3094	GasA	Ex	Y	SBrkr	2402	0	0	2402	1	0	2	0	2	1	Ex	10	Typ	2	Gd	Attchd	2008	Fin	3	672	TA	TA	Y	0	72	0	0	170	0	NA	NA	NA	0	4	2009	WD	Normal	555000
442	90	RL	92	12108	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	Duplex	1Story	4	4	1955	1955	Gable	CompShg	VinylSd	VinylSd	BrkFace	270	TA	TA	CBlock	TA	TA	No	ALQ	133	Unf	0	1307	1440	GasA	TA	N	FuseF	1440	0	0	1440	0	0	2	0	4	2	Fa	8	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	NA	NA	0	9	2008	WD	Normal	118000
443	50	RM	52	6240	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	5	7	1930	1992	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	1078	1078	GasA	TA	Y	SBrkr	1128	445	0	1573	0	0	2	0	3	1	TA	8	Typ	1	Gd	Detchd	1930	Unf	2	360	TA	TA	P	0	0	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	162900
444	120	RL	53	3922	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2006	2007	Gable	CompShg	WdShing	Wd Shng	BrkFace	72	Gd	TA	PConc	Ex	TA	Av	Unf	0	Unf	0	1258	1258	GasA	Ex	Y	SBrkr	1258	0	0	1258	0	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2007	Fin	3	648	TA	TA	Y	144	16	0	0	0	0	NA	NA	NA	0	6	2007	New	Partial	172500
445	60	RL	70	8750	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	1994	1995	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	Gd	PConc	Gd	TA	No	GLQ	642	Unf	0	273	915	GasA	Ex	Y	SBrkr	933	975	0	1908	1	0	2	1	4	1	Gd	8	Typ	1	TA	Attchd	1994	Unf	2	493	TA	TA	Y	144	133	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	210000
446	20	RL	73	9855	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Edwards	Norm	Norm	1Fam	1Story	6	5	1956	1956	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1436	1436	GasA	Fa	Y	SBrkr	1689	0	0	1689	0	0	1	0	3	1	TA	7	Typ	1	Gd	Attchd	1956	Unf	2	480	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	11	2009	COD	Normal	127500
447	20	RL	137	16492	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	PosA	Norm	1Fam	1Story	6	6	1966	2002	Gable	CompShg	BrkFace	Plywood	None	0	Gd	TA	CBlock	TA	TA	No	ALQ	247	Rec	713	557	1517	GasA	Ex	Y	SBrkr	1888	0	0	1888	0	0	2	1	2	1	Gd	6	Mod	1	Gd	Attchd	1966	Fin	2	578	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal	190000
448	60	RL	NA	11214	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	1998	1999	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	930	930	GasA	Gd	Y	SBrkr	956	930	0	1886	0	0	2	1	4	1	Gd	10	Typ	1	TA	Attchd	1998	Fin	2	431	TA	TA	Y	89	0	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	199900
449	50	RM	50	8600	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1.5Fin	6	6	1937	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	780	780	GasA	TA	Y	SBrkr	780	596	0	1376	0	0	2	0	3	1	TA	7	Typ	1	Gd	Detchd	1937	Unf	1	198	TA	TA	N	0	0	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	119500
450	50	RM	50	6000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	3	7	1948	2002	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	No	ALQ	331	Unf	0	318	649	GasA	Ex	Y	SBrkr	679	504	0	1183	0	0	1	1	2	1	TA	6	Typ	0	NA	Detchd	1981	Unf	1	308	TA	TA	Y	0	176	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	120000
451	30	RM	70	5684	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	6	8	1930	2005	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	813	813	GasA	Ex	Y	FuseA	813	0	0	813	0	0	1	0	2	1	Gd	5	Typ	0	NA	Detchd	1932	Unf	1	270	Fa	Fa	N	0	113	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	110000
452	20	RL	62	70761	Pave	NA	IR1	Low	AllPub	Inside	Mod	ClearCr	Norm	Norm	1Fam	1Story	7	5	1975	1975	Gable	WdShngl	Plywood	Plywood	None	0	TA	TA	CBlock	Gd	TA	Gd	ALQ	655	Unf	0	878	1533	GasA	TA	Y	SBrkr	1533	0	0	1533	1	0	2	0	2	1	Gd	5	Typ	2	TA	Attchd	1975	Unf	2	576	TA	TA	Y	200	54	0	0	0	0	NA	NA	NA	0	12	2006	WD	Normal	280000
453	60	RL	NA	9303	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Timber	Norm	Norm	1Fam	2Story	6	5	1996	1997	Hip	CompShg	VinylSd	VinylSd	BrkFace	42	Gd	TA	PConc	Ex	TA	No	ALQ	742	Unf	0	130	872	GasA	Ex	Y	SBrkr	888	868	0	1756	1	0	2	1	3	1	TA	7	Typ	0	NA	Attchd	1996	Fin	2	422	TA	TA	Y	144	122	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	204000
454	60	FV	75	9000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	8	5	2008	2008	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	768	768	GasA	Ex	Y	SBrkr	786	804	0	1590	0	0	2	1	3	1	Gd	6	Typ	0	NA	Attchd	2008	RFn	2	676	TA	TA	Y	0	30	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	210000
455	90	RL	63	9297	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	Duplex	1Story	5	5	1976	1976	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	TA	TA	No	ALQ	1606	Unf	0	122	1728	GasA	TA	Y	SBrkr	1728	0	0	1728	2	0	2	0	4	2	TA	8	Typ	0	NA	Detchd	1976	Unf	2	560	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2006	WD	Family	188000
456	20	RL	80	9600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	7	6	1973	1973	Hip	CompShg	HdBoard	HdBoard	BrkFace	320	TA	TA	CBlock	TA	TA	No	ALQ	916	Unf	0	326	1242	GasA	Fa	Y	SBrkr	1242	0	0	1242	0	0	1	1	3	1	TA	6	Typ	1	TA	Attchd	1973	Unf	2	528	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	9	2007	WD	Normal	175500
457	70	RM	34	4571	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2Story	5	5	1916	1950	Gable	CompShg	AsbShng	AsbShng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	624	624	GasA	Fa	N	SBrkr	624	720	0	1344	0	0	1	0	4	1	TA	7	Typ	0	NA	Detchd	1916	Unf	3	513	Fa	Fa	Y	0	0	96	0	0	0	NA	NA	NA	0	5	2008	COD	Abnorml	98000
458	20	RL	NA	53227	Pave	NA	IR1	Low	AllPub	CulDSac	Mod	ClearCr	Norm	Norm	1Fam	1Story	4	6	1954	1994	Flat	Tar&Grv	Plywood	Plywood	None	0	TA	TA	CBlock	Gd	TA	Gd	BLQ	1116	Unf	0	248	1364	GasA	Ex	Y	SBrkr	1663	0	0	1663	1	0	1	0	2	1	Gd	6	Min1	2	Gd	Attchd	1954	Fin	2	529	TA	TA	Y	224	137	0	0	0	0	NA	NA	NA	0	3	2008	WD	Normal	256000
459	70	RM	NA	5100	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2Story	8	7	1925	1996	Hip	CompShg	Stucco	Wd Shng	None	0	TA	Gd	PConc	TA	TA	No	Unf	0	Unf	0	588	588	GasA	Fa	Y	SBrkr	833	833	0	1666	0	0	1	0	3	1	Gd	7	Typ	1	Gd	Detchd	1925	Unf	1	228	TA	TA	Y	192	63	0	0	0	0	NA	MnPrv	NA	0	6	2008	WD	Normal	161000
460	50	RL	NA	7015	Pave	NA	IR1	Bnk	AllPub	Corner	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	5	4	1950	1950	Gable	CompShg	MetalSd	MetalSd	BrkCmn	161	TA	TA	CBlock	TA	TA	No	LwQ	185	Unf	0	524	709	GasA	TA	Y	SBrkr	979	224	0	1203	1	0	1	0	3	1	Gd	5	Typ	1	TA	Detchd	1950	Unf	1	352	TA	TA	Y	0	0	248	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	110000
461	60	FV	75	8004	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Somerst	RRAn	Norm	1Fam	2Story	8	5	2009	2009	Gable	CompShg	VinylSd	VinylSd	Stone	110	Gd	TA	PConc	Gd	TA	No	GLQ	544	Unf	0	288	832	GasA	Ex	Y	SBrkr	832	1103	0	1935	1	0	2	1	3	1	TA	8	Typ	0	NA	BuiltIn	2009	Fin	2	552	TA	TA	Y	0	150	0	0	0	0	NA	NA	NA	0	12	2009	New	Partial	263435
462	70	RL	60	7200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SWISU	Feedr	Norm	1Fam	2Story	7	9	1936	2007	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	Gd	Gd	PConc	Gd	Gd	No	ALQ	350	BLQ	210	0	560	GasA	Ex	Y	SBrkr	575	560	0	1135	1	0	1	0	3	1	Gd	6	Typ	0	NA	Detchd	1971	RFn	2	576	TA	TA	Y	256	0	0	0	0	0	NA	MnPrv	NA	0	4	2009	WD	Normal	155000
463	20	RL	60	8281	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	5	1965	1965	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	553	BLQ	311	0	864	GasA	Gd	Y	SBrkr	864	0	0	864	0	0	1	0	3	1	TA	5	Typ	1	Po	Detchd	1965	Unf	1	360	TA	TA	Y	0	0	236	0	0	0	NA	GdWo	NA	0	12	2009	WD	Normal	62383
464	70	RL	74	11988	Pave	NA	IR1	HLS	AllPub	Inside	Mod	Crawfor	Norm	Norm	1Fam	2Story	6	7	1934	1995	Hip	CompShg	Stucco	Stucco	None	0	TA	TA	CBlock	TA	TA	No	LwQ	326	Unf	0	389	715	GasA	Fa	Y	FuseA	849	811	0	1660	0	0	1	1	3	1	TA	6	Typ	1	Gd	Detchd	1939	Unf	1	240	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	8	2008	WD	Normal	188700
465	20	RL	60	8430	Pave	NA	Reg	HLS	AllPub	Inside	Mod	CollgCr	Norm	Norm	1Fam	1Story	5	5	1978	1978	Gable	CompShg	HdBoard	HdBoard	BrkFace	136	TA	TA	CBlock	Gd	TA	No	Rec	616	Unf	0	424	1040	GasA	TA	Y	SBrkr	1040	0	0	1040	0	0	2	0	3	1	TA	5	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	NA	NA	0	8	2009	WD	Normal	124000
466	120	RM	NA	3072	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2004	2004	Hip	CompShg	VinylSd	VinylSd	BrkFace	18	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1375	1375	GasA	Ex	Y	SBrkr	1414	0	0	1414	0	0	2	0	2	1	Gd	6	Typ	1	TA	Attchd	2004	Fin	2	398	TA	TA	Y	144	20	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal	178740
467	20	RL	85	10628	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	7	5	1970	1970	Flat	Tar&Grv	Plywood	Plywood	None	0	TA	Gd	CBlock	TA	Gd	Gd	GLQ	778	Unf	0	499	1277	GasA	TA	Y	SBrkr	1277	0	0	1277	1	0	1	0	2	1	TA	5	Typ	1	Po	Attchd	1970	Unf	2	526	TA	TA	Y	0	0	0	0	176	0	NA	GdWo	NA	0	4	2007	WD	Normal	167000
468	70	RL	79	9480	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Artery	Norm	1Fam	2Story	5	7	1942	1995	Gable	CompShg	MetalSd	MetalSd	Stone	224	TA	TA	CBlock	TA	TA	No	LwQ	386	Unf	0	342	728	GasA	Ex	Y	SBrkr	888	756	0	1644	0	0	1	1	3	1	Gd	7	Typ	2	Gd	Attchd	1942	Unf	1	312	TA	TA	Y	168	0	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	146500
469	20	RL	98	11428	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	8	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	Stone	248	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1626	1626	GasA	Ex	Y	SBrkr	1634	0	0	1634	0	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2006	RFn	3	866	TA	TA	Y	0	44	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	250000
470	60	RL	76	9291	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	SawyerW	RRNe	Norm	1Fam	2Story	6	5	1993	1993	Gable	CompShg	HdBoard	HdBoard	BrkFace	120	Gd	TA	PConc	Gd	TA	No	GLQ	426	Unf	0	406	832	GasA	Ex	Y	SBrkr	832	878	0	1710	0	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	1993	RFn	2	506	TA	TA	Y	144	70	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	187000
471	120	RL	NA	6820	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1985	1985	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	368	BLQ	1120	0	1488	GasA	TA	Y	SBrkr	1502	0	0	1502	1	0	1	1	1	1	Gd	4	Typ	0	NA	Attchd	1985	RFn	2	528	TA	TA	Y	0	54	0	0	140	0	NA	NA	NA	0	6	2010	WD	Normal	212000
472	60	RL	92	11952	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	PosA	Norm	1Fam	2Story	7	6	1977	1977	Mansard	WdShake	WdShing	Plywood	None	0	TA	TA	CBlock	Gd	TA	No	Unf	0	Unf	0	808	808	GasA	TA	Y	SBrkr	1161	808	0	1969	0	0	2	1	3	1	TA	8	Typ	1	Gd	Attchd	1977	RFn	2	534	TA	TA	Y	0	0	0	0	276	0	NA	NA	NA	0	11	2007	WD	Normal	190000
473	180	RM	35	3675	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	TwnhsE	SLvl	6	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	BrkFace	80	TA	TA	PConc	Gd	TA	Gd	GLQ	459	Unf	0	88	547	GasA	Ex	Y	SBrkr	1072	0	0	1072	1	0	1	0	2	1	TA	5	Typ	0	NA	Basment	2005	RFn	2	525	TA	TA	Y	0	28	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	148000
474	20	RL	110	14977	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	8	5	2006	2007	Gable	CompShg	VinylSd	VinylSd	BrkFace	304	Gd	TA	PConc	Ex	TA	Gd	GLQ	1350	Unf	0	626	1976	GasA	Ex	Y	SBrkr	1976	0	0	1976	1	0	2	0	2	1	Gd	7	Typ	1	Ex	Attchd	2006	RFn	3	908	TA	TA	Y	250	63	0	0	0	0	NA	NA	NA	0	7	2007	New	Partial	440000
475	120	RL	41	5330	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	2000	2000	Gable	CompShg	CemntBd	CmentBd	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	1196	Unf	0	298	1494	GasA	Ex	Y	SBrkr	1652	0	0	1652	1	0	2	0	2	1	Ex	6	Typ	0	NA	Attchd	2000	RFn	2	499	TA	TA	Y	96	48	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal	251000
476	20	RL	80	8480	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	6	1963	1963	Hip	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	GLQ	630	Unf	0	340	970	GasA	TA	Y	SBrkr	970	0	0	970	1	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1996	Unf	2	624	TA	TA	Y	0	24	0	0	192	0	NA	NA	NA	0	7	2007	WD	Normal	132500
477	20	RL	75	13125	Pave	NA	Reg	Lvl	AllPub	Inside	Mod	CollgCr	Norm	Norm	1Fam	1Story	6	5	1997	1998	Gable	CompShg	VinylSd	VinylSd	BrkFace	215	TA	TA	PConc	Gd	TA	Gd	GLQ	994	Unf	0	484	1478	GasA	Ex	Y	SBrkr	1493	0	0	1493	1	0	2	0	3	1	Gd	7	Typ	1	TA	Attchd	1997	Fin	2	508	TA	TA	Y	140	39	0	0	0	0	NA	NA	NA	0	4	2008	WD	Normal	208900
478	60	RL	105	13693	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	9	5	2006	2006	Hip	CompShg	VinylSd	VinylSd	BrkFace	772	Ex	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	2153	2153	GasA	Ex	Y	SBrkr	2069	574	0	2643	0	0	2	1	3	1	Ex	9	Typ	1	Gd	BuiltIn	2006	Fin	3	694	TA	TA	Y	414	84	0	0	0	0	NA	NA	NA	0	3	2007	WD	Normal	380000
479	20	RL	79	10637	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	8	5	2007	2008	Hip	CompShg	VinylSd	VinylSd	Stone	336	Gd	TA	PConc	Ex	TA	Gd	GLQ	1288	Unf	0	417	1705	GasA	Ex	Y	SBrkr	1718	0	0	1718	1	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2007	RFn	3	826	TA	TA	Y	208	44	0	0	0	0	NA	NA	NA	0	9	2009	WD	Normal	297000
480	30	RM	50	5925	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	4	7	1937	2000	Hip	CompShg	Stucco	Stucco	BrkCmn	435	TA	TA	BrkTil	Fa	TA	No	Rec	168	Unf	0	739	907	GasA	TA	Y	SBrkr	1131	0	0	1131	0	0	1	0	2	1	TA	7	Typ	0	NA	Detchd	1995	Unf	2	672	TA	TA	Y	0	72	0	0	0	0	NA	MnPrv	NA	0	3	2007	WD	Alloca	89471
481	20	RL	98	16033	Pave	NA	IR1	Lvl	AllPub	FR2	Gtl	NridgHt	Norm	Norm	1Fam	1Story	9	5	2004	2005	Hip	CompShg	VinylSd	VinylSd	BrkFace	378	Gd	TA	PConc	Ex	TA	Gd	GLQ	1261	Unf	0	572	1833	GasA	Ex	Y	SBrkr	1850	0	0	1850	1	0	2	0	3	1	Gd	8	Typ	1	Gd	Attchd	2004	Fin	3	772	TA	TA	Y	519	112	0	0	0	0	NA	NA	NA	0	3	2006	WD	Normal	326000
482	20	RL	72	11846	Pave	NA	IR1	HLS	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	9	5	2003	2004	Hip	CompShg	VinylSd	VinylSd	BrkFace	562	Gd	TA	PConc	Ex	TA	Gd	GLQ	1567	Unf	0	225	1792	GasA	Ex	Y	SBrkr	1792	0	0	1792	1	0	2	0	2	1	Ex	6	Typ	1	Gd	Attchd	2003	Fin	3	874	TA	TA	Y	206	49	0	0	0	0	NA	NA	NA	0	8	2006	WD	Normal	374000
483	70	RM	50	2500	Pave	Pave	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	2Story	7	8	1915	2005	Gable	CompShg	Stucco	Stucco	None	0	Gd	TA	PConc	TA	TA	No	ALQ	299	Unf	0	611	910	GasA	Ex	Y	SBrkr	916	910	0	1826	1	0	1	1	4	1	Ex	7	Min2	1	Gd	Attchd	1915	Unf	1	164	Fa	Fa	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	155000
484	120	RM	32	4500	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	Mitchel	Norm	Norm	Twnhs	1Story	6	5	1998	1998	Hip	CompShg	VinylSd	VinylSd	BrkFace	116	TA	TA	PConc	Ex	TA	No	GLQ	897	Unf	0	319	1216	GasA	Ex	Y	SBrkr	1216	0	0	1216	1	0	2	0	2	1	TA	5	Typ	0	NA	Attchd	1998	Unf	2	402	TA	TA	Y	0	125	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal	164000
485	20	RL	NA	7758	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	7	1962	2001	Gable	CompShg	HdBoard	Plywood	None	0	TA	Gd	CBlock	TA	TA	No	ALQ	588	Unf	0	411	999	GasA	Gd	Y	SBrkr	999	0	0	999	1	0	1	0	3	1	Gd	6	Typ	0	NA	Detchd	1963	Unf	1	264	TA	TA	Y	0	132	0	0	0	0	NA	NA	NA	0	3	2007	WD	Normal	132500
486	20	RL	80	9600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1950	2007	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	TA	CBlock	TA	TA	No	ALQ	607	Unf	0	506	1113	GasA	Gd	Y	SBrkr	1113	0	0	1113	0	0	1	0	3	1	Gd	5	Typ	1	Gd	Attchd	1950	Unf	1	264	TA	TA	Y	0	80	120	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	147000
487	20	RL	79	10289	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1965	1965	Hip	CompShg	MetalSd	MetalSd	BrkFace	168	TA	TA	CBlock	TA	TA	No	ALQ	836	Unf	0	237	1073	GasA	TA	Y	SBrkr	1073	0	0	1073	1	0	1	1	3	1	TA	6	Typ	0	NA	Attchd	1965	RFn	2	515	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	156000
488	20	RL	70	12243	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	5	6	1971	1971	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	Gd	TA	Av	ALQ	998	Unf	0	486	1484	GasA	Gd	Y	SBrkr	1484	0	0	1484	0	0	2	0	3	1	TA	7	Typ	1	TA	Attchd	1971	Unf	2	487	TA	TA	Y	224	0	0	0	180	0	NA	NA	NA	0	2	2007	WD	Normal	175000
489	190	RL	60	10800	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	2fmCon	1.5Fin	5	4	1900	1970	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Fa	CBlock	TA	Fa	No	BLQ	664	Unf	0	290	954	GasA	TA	N	FuseA	1766	648	0	2414	0	0	2	0	3	2	TA	10	Mod	1	Gd	Attchd	1970	Unf	2	520	TA	Fa	N	142	0	0	0	0	0	NA	NA	NA	0	5	2006	ConLD	Normal	160000
490	180	RM	21	1526	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	Twnhs	SFoyer	4	8	1970	2002	Gable	CompShg	CemntBd	CmentBd	None	0	TA	Gd	CBlock	Gd	TA	Av	GLQ	515	Unf	0	115	630	GasA	TA	Y	SBrkr	630	0	0	630	1	0	1	0	1	1	Gd	3	Typ	0	NA	Attchd	1970	Unf	1	286	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal	86000
491	160	RM	NA	2665	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	TwnhsE	2Story	5	6	1976	1976	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	PConc	Gd	TA	Mn	Unf	0	Unf	0	264	264	GasA	TA	Y	SBrkr	616	688	0	1304	0	0	1	1	3	1	TA	4	Typ	1	Gd	BuiltIn	1976	Fin	1	336	TA	TA	Y	141	24	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	115000
492	50	RL	79	9490	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Artery	Norm	1Fam	1.5Fin	6	7	1941	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	BLQ	403	Rec	165	238	806	GasA	TA	Y	FuseA	958	620	0	1578	1	0	1	0	3	1	Fa	5	Typ	2	TA	Attchd	1941	Unf	1	240	TA	TA	Y	0	0	32	0	0	0	NA	MnPrv	NA	0	8	2006	WD	Normal	133000
493	60	RL	105	15578	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	728	728	GasA	Gd	Y	SBrkr	728	728	0	1456	0	0	2	1	3	1	TA	8	Typ	0	NA	Attchd	2006	RFn	2	429	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2006	New	Partial	172785
494	20	RL	70	7931	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1960	1960	Gable	CompShg	BrkFace	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	BLQ	374	LwQ	532	363	1269	GasA	TA	Y	FuseA	1269	0	0	1269	0	0	1	1	3	1	TA	6	Typ	1	Fa	Detchd	1964	Unf	1	308	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	155000
495	30	RM	50	5784	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Artery	Norm	1Fam	1Story	5	8	1938	1996	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	Fa	TA	No	Unf	0	Unf	0	190	190	GasA	Gd	Y	FuseA	886	0	0	886	0	0	1	0	2	1	TA	4	Typ	0	NA	Attchd	1938	Unf	1	273	TA	TA	Y	144	20	80	0	0	0	NA	NA	NA	0	12	2009	WD	Normal	91300
496	30	C (all)	60	7879	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1Story	4	5	1920	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Rec	495	Unf	0	225	720	GasA	TA	N	FuseA	720	0	0	720	0	0	1	0	2	1	TA	4	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	523	115	0	0	0	NA	GdWo	NA	0	11	2009	WD	Abnorml	34900
497	20	RL	NA	12692	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	1Story	8	5	1992	1993	Hip	CompShg	BrkFace	BrkFace	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	1231	Unf	0	1969	3200	GasA	Ex	Y	SBrkr	3228	0	0	3228	1	0	3	0	4	1	Gd	10	Typ	1	Gd	Attchd	1992	RFn	2	546	TA	TA	Y	264	75	291	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	430000
498	50	RL	60	9120	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	7	6	1925	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Gd	PConc	TA	TA	No	Rec	329	Unf	0	697	1026	GasA	Ex	Y	SBrkr	1133	687	0	1820	1	0	2	0	4	1	TA	8	Typ	0	NA	Detchd	1925	Unf	1	240	TA	TA	N	0	100	0	0	0	0	NA	GdPrv	NA	0	6	2008	WD	Normal	184000
499	20	RL	65	7800	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	7	1967	2004	Hip	CompShg	HdBoard	HdBoard	BrkFace	89	TA	TA	PConc	TA	TA	No	ALQ	450	Unf	0	414	864	GasA	Ex	Y	SBrkr	899	0	0	899	0	0	1	0	3	1	Gd	5	Typ	0	NA	Attchd	1967	Fin	1	288	TA	TA	Y	64	0	0	0	0	0	NA	MnPrv	NA	0	6	2009	WD	Normal	130000
500	20	RL	70	7535	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1958	1985	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	BLQ	111	LwQ	279	522	912	GasA	Fa	Y	SBrkr	912	0	0	912	0	1	1	0	2	1	TA	5	Typ	0	NA	Attchd	1958	Fin	1	297	TA	TA	Y	12	285	0	0	0	0	NA	MnWw	Shed	480	6	2007	WD	Normal	120000
501	160	RM	21	1890	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	Twnhs	2Story	6	5	1973	1973	Gable	CompShg	HdBoard	HdBoard	BrkFace	285	TA	TA	CBlock	TA	TA	No	BLQ	356	Unf	0	316	672	GasA	TA	Y	SBrkr	672	546	0	1218	0	0	1	1	3	1	TA	7	Typ	0	NA	Detchd	1973	Unf	1	264	TA	TA	Y	144	28	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	113000
502	60	FV	75	9803	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	7	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	400	Unf	0	466	866	GasA	Gd	Y	SBrkr	866	902	0	1768	0	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	2005	RFn	2	603	TA	TA	Y	0	108	0	0	0	0	NA	NA	NA	0	2	2008	WD	Normal	226700
503	20	RL	70	9170	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Edwards	Feedr	Norm	1Fam	1Story	5	7	1965	1965	Hip	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	ALQ	698	GLQ	96	420	1214	GasA	Ex	Y	SBrkr	1214	0	0	1214	1	0	1	0	2	1	TA	6	Typ	0	NA	Detchd	1965	Unf	2	461	Fa	Fa	Y	0	0	184	0	0	0	NA	GdPrv	Shed	400	4	2007	WD	Normal	140000
504	20	RL	100	15602	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	1Story	7	8	1959	1997	Gable	CompShg	BrkFace	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	ALQ	1247	Unf	0	254	1501	GasA	TA	Y	SBrkr	1801	0	0	1801	1	0	2	0	1	1	TA	6	Typ	2	TA	Attchd	1959	Fin	2	484	TA	TA	Y	0	54	0	0	161	0	NA	GdWo	NA	0	3	2010	WD	Normal	289000
505	160	RL	24	2308	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NPkVill	Norm	Norm	TwnhsE	2Story	6	5	1974	1974	Gable	CompShg	Plywood	Brk Cmn	None	0	TA	TA	CBlock	TA	TA	No	ALQ	257	Rec	495	103	855	GasA	TA	Y	SBrkr	855	467	0	1322	0	1	2	1	3	1	TA	6	Typ	1	Fa	Attchd	1974	Unf	2	440	TA	TA	Y	260	0	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	147000
506	90	RM	60	7596	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Artery	Norm	Duplex	2Story	5	5	1952	1952	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	360	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	960	960	GasA	Gd	Y	SBrkr	960	1000	0	1960	0	0	2	0	4	2	TA	10	Typ	0	NA	Detchd	1952	Unf	2	400	TA	TA	N	0	0	0	0	0	0	NA	NA	NA	0	7	2009	COD	Normal	124500
507	60	RL	80	9554	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	8	5	1993	1994	Gable	CompShg	VinylSd	VinylSd	BrkFace	125	Gd	TA	PConc	Gd	TA	No	GLQ	380	Unf	0	397	777	GasA	Ex	Y	SBrkr	1065	846	0	1911	0	0	2	1	3	1	Gd	8	Typ	1	TA	Attchd	1993	RFn	2	471	TA	TA	Y	182	81	0	0	0	0	NA	NA	NA	0	9	2006	WD	Normal	215000
508	20	FV	75	7862	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	6	5	2009	2009	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	27	Unf	0	1191	1218	GasA	Ex	Y	SBrkr	1218	0	0	1218	0	0	2	0	2	1	Gd	4	Typ	0	NA	Attchd	2009	Fin	2	676	TA	TA	Y	0	102	0	0	0	0	NA	NA	NA	0	9	2009	New	Partial	208300
509	70	RM	60	9600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2Story	7	9	1928	2005	Gambrel	CompShg	MetalSd	MetalSd	None	0	TA	Ex	BrkTil	TA	TA	No	Rec	141	Unf	0	548	689	GasA	Ex	Y	SBrkr	689	689	0	1378	0	0	2	0	3	1	Gd	7	Typ	1	Gd	Detchd	1928	Unf	2	360	TA	TA	N	0	0	116	0	0	0	NA	NA	NA	0	10	2008	WD	Normal	161000
510	20	RL	80	9600	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1959	1959	Gable	CompShg	MetalSd	MetalSd	BrkFace	132	TA	TA	CBlock	TA	TA	No	ALQ	991	Unf	0	50	1041	GasA	Ex	Y	SBrkr	1041	0	0	1041	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1959	RFn	1	270	TA	TA	Y	224	88	0	0	0	0	NA	MnPrv	NA	0	7	2009	WD	Normal	124500
511	20	RL	75	14559	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1951	2000	Hip	CompShg	Wd Sdng	Wd Sdng	BrkCmn	70	Gd	TA	CBlock	TA	TA	No	BLQ	650	Rec	180	178	1008	GasA	Ex	Y	SBrkr	1363	0	0	1363	1	0	1	0	2	1	TA	6	Min1	2	TA	CarPort	1951	Unf	1	288	TA	TA	Y	324	42	0	0	168	0	NA	NA	Shed	2000	6	2009	WD	Normal	164900
512	120	RL	40	6792	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	7	5	2005	2006	Gable	CompShg	VinylSd	VinylSd	Stone	94	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1368	1368	GasA	Ex	Y	SBrkr	1368	0	0	1368	0	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2005	RFn	2	474	TA	TA	Y	132	35	0	0	0	0	NA	NA	NA	0	3	2006	New	Partial	202665
513	20	RL	70	9100	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Feedr	Norm	1Fam	1Story	5	5	1958	1958	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	BLQ	521	LwQ	174	169	864	GasA	TA	Y	SBrkr	864	0	0	864	1	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1964	Unf	2	624	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	129900
514	20	RL	71	9187	Pave	NA	Reg	Bnk	AllPub	Corner	Gtl	Mitchel	Norm	Norm	1Fam	1Story	6	5	1983	1983	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	PConc	TA	TA	No	ALQ	336	Unf	0	748	1084	GasA	TA	Y	SBrkr	1080	0	0	1080	0	0	1	1	3	1	TA	5	Typ	0	NA	Attchd	1983	Unf	2	484	TA	TA	Y	120	0	158	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	134000
515	45	RL	55	10594	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	1.5Unf	5	5	1926	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	768	768	Grav	Fa	N	SBrkr	789	0	0	789	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1926	Unf	1	200	Po	Po	Y	0	0	112	0	0	0	NA	MnPrv	NA	0	6	2007	WD	Normal	96500
516	20	RL	94	12220	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	10	5	2009	2009	Hip	CompShg	CemntBd	CmentBd	BrkFace	305	Ex	TA	CBlock	Ex	TA	No	GLQ	1436	Unf	0	570	2006	GasA	Ex	Y	SBrkr	2020	0	0	2020	1	0	2	1	3	1	Ex	9	Typ	1	Gd	Attchd	2009	Fin	3	900	TA	TA	Y	156	54	0	0	0	0	NA	NA	NA	0	9	2009	New	Partial	402861
517	80	RL	NA	10448	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NWAmes	Norm	Norm	1Fam	SLvl	6	6	1972	1972	Gable	CompShg	HdBoard	HdBoard	BrkFace	333	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	689	689	GasA	TA	Y	SBrkr	1378	741	0	2119	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1972	RFn	2	583	TA	TA	Y	0	104	0	0	0	0	NA	GdPrv	NA	0	8	2009	COD	Abnorml	158000
518	60	RL	79	10208	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	7	5	1996	1997	Gable	CompShg	VinylSd	VinylSd	BrkFace	921	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1264	1264	GasA	Ex	Y	SBrkr	1277	1067	0	2344	0	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	1996	RFn	3	889	TA	TA	Y	220	0	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	265000
519	60	RL	NA	9531	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	CollgCr	Norm	Norm	1Fam	2Story	6	5	1998	1998	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	Mn	GLQ	706	Unf	0	88	794	GasA	Ex	Y	SBrkr	882	914	0	1796	1	0	2	1	3	1	TA	7	Typ	0	NA	Attchd	1998	RFn	2	546	TA	TA	Y	0	36	0	0	0	0	NA	MnPrv	NA	0	5	2007	WD	Normal	211000
520	70	RL	53	10918	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	2Story	7	9	1926	2004	Gambrel	CompShg	MetalSd	MetalSd	None	0	Gd	TA	BrkTil	Gd	TA	No	Unf	0	Unf	0	1276	1276	GasA	Ex	Y	SBrkr	1276	804	0	2080	0	0	1	1	3	1	Gd	9	Typ	2	Gd	Detchd	1926	Unf	1	282	TA	TA	Y	0	0	0	0	145	0	NA	MnPrv	NA	0	6	2009	WD	Normal	234000
521	190	RL	60	10800	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	2fmCon	2Story	4	7	1900	2000	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	NA	NA	NA	NA	0	NA	0	0	0	GasA	TA	N	FuseA	694	600	0	1294	0	0	2	0	3	2	TA	7	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	220	114	210	0	0	0	NA	NA	NA	0	8	2008	WD	Normal	106250
522	20	RL	90	11988	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Feedr	Norm	1Fam	1Story	6	6	1957	1957	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	777	Unf	0	467	1244	GasA	Ex	Y	FuseA	1244	0	0	1244	0	0	1	1	3	1	TA	6	Typ	2	Gd	Attchd	1957	Unf	1	336	TA	TA	Y	0	40	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	150000
523	50	RM	50	5000	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	BrkSide	Feedr	Norm	1Fam	1.5Fin	6	7	1947	1950	Gable	CompShg	CemntBd	CmentBd	None	0	TA	Gd	CBlock	TA	TA	No	ALQ	399	Unf	0	605	1004	GasA	Ex	Y	SBrkr	1004	660	0	1664	0	0	2	0	3	1	TA	7	Typ	2	Gd	Detchd	1950	Unf	2	420	TA	TA	Y	0	24	36	0	0	0	NA	NA	NA	0	10	2006	WD	Normal	159000
524	60	RL	130	40094	Pave	NA	IR1	Bnk	AllPub	Inside	Gtl	Edwards	PosN	PosN	1Fam	2Story	10	5	2007	2008	Hip	CompShg	CemntBd	CmentBd	Stone	762	Ex	TA	PConc	Ex	TA	Gd	GLQ	2260	Unf	0	878	3138	GasA	Ex	Y	SBrkr	3138	1538	0	4676	1	0	3	1	3	1	Ex	11	Typ	1	Gd	BuiltIn	2007	Fin	3	884	TA	TA	Y	208	406	0	0	0	0	NA	NA	NA	0	10	2007	New	Partial	184750
525	60	RL	95	11787	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	7	5	1996	1997	Gable	CompShg	VinylSd	VinylSd	BrkFace	594	Gd	TA	PConc	Gd	TA	No	GLQ	719	Unf	0	660	1379	GasA	Ex	Y	SBrkr	1383	1015	0	2398	1	0	2	1	3	1	Gd	8	Typ	1	TA	Attchd	1996	Fin	3	834	TA	TA	Y	239	60	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal	315750
526	20	FV	62	7500	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	7	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1257	1257	GasA	Ex	Y	SBrkr	1266	0	0	1266	0	0	2	0	3	1	Gd	6	Typ	1	TA	Attchd	2005	Unf	2	453	TA	TA	Y	38	144	0	0	0	0	NA	NA	NA	0	4	2006	WD	Normal	176000
527	20	RL	70	13300	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1956	2000	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	Gd	TA	No	Rec	377	Unf	0	551	928	GasA	TA	Y	SBrkr	928	0	0	928	0	0	1	0	2	1	TA	4	Typ	0	NA	Attchd	1956	Unf	1	252	TA	TA	Y	261	0	156	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	132000
528	60	RL	67	14948	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	9	5	2008	2008	Hip	CompShg	VinylSd	VinylSd	Stone	268	Ex	TA	PConc	Ex	TA	Av	GLQ	1330	Unf	0	122	1452	GasA	Ex	Y	SBrkr	1476	1237	0	2713	1	0	2	1	3	1	Ex	11	Typ	1	Gd	Attchd	2008	Fin	3	858	TA	TA	Y	126	66	0	0	0	0	NA	NA	NA	0	11	2008	New	Partial	446261
529	30	RL	58	9098	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	4	7	1920	2002	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	Mn	ALQ	348	Unf	0	180	528	GasA	Ex	Y	SBrkr	605	0	0	605	1	0	1	0	2	1	TA	5	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	0	144	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	86000
530	20	RL	NA	32668	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Crawfor	Norm	Norm	1Fam	1Story	6	3	1957	1975	Hip	CompShg	Wd Sdng	Stone	NA	NA	Gd	TA	PConc	TA	TA	No	Rec	1219	Unf	0	816	2035	GasA	TA	Y	SBrkr	2515	0	0	2515	1	0	3	0	4	2	TA	9	Maj1	2	TA	Attchd	1975	RFn	2	484	TA	TA	Y	0	0	200	0	0	0	NA	NA	NA	0	3	2007	WD	Alloca	200624
531	80	RL	85	10200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	SLvl	6	5	1988	1989	Gable	CompShg	HdBoard	HdBoard	BrkFace	219	Gd	TA	CBlock	Gd	TA	Av	GLQ	783	Unf	0	678	1461	GasA	Ex	Y	SBrkr	1509	0	0	1509	1	0	2	0	3	1	Gd	5	Typ	1	Fa	Attchd	1988	RFn	2	600	TA	TA	Y	224	0	0	0	0	0	NA	NA	NA	0	8	2008	WD	Abnorml	175000
532	70	RM	60	6155	Pave	NA	IR1	Lvl	AllPub	FR3	Gtl	BrkSide	RRNn	Feedr	1Fam	2Story	6	8	1920	1999	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	Fa	Fa	Mn	Unf	0	Unf	0	611	611	GasA	Ex	Y	SBrkr	751	611	0	1362	0	0	2	0	3	1	TA	6	Typ	0	NA	Detchd	1920	Fin	2	502	TA	Fa	Y	0	0	84	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	128000
533	20	RL	60	7200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1955	2007	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	Ex	Y	SBrkr	827	0	0	827	0	0	1	0	2	1	TA	5	Mod	1	Po	Detchd	1967	Unf	1	392	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	107500
534	20	RL	50	5000	Pave	NA	Reg	Low	AllPub	Inside	Mod	BrkSide	Norm	Norm	1Fam	1Story	1	3	1946	1950	Gable	CompShg	VinylSd	VinylSd	None	0	Fa	Fa	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	Fa	N	FuseF	334	0	0	334	0	0	1	0	1	1	Fa	2	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	0	0	0	0	0	NA	NA	NA	0	1	2007	WD	Normal	39300
535	60	RL	74	9056	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	8	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Ex	Gd	Av	Unf	0	Unf	0	707	707	GasA	Ex	Y	SBrkr	707	707	0	1414	0	0	2	1	3	1	Gd	6	Typ	1	Gd	Attchd	2004	Fin	2	403	TA	TA	Y	100	35	0	0	0	0	NA	NA	NA	0	10	2006	WD	Normal	178000
536	190	RL	70	7000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	2fmCon	2Story	5	7	1910	1991	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	Gd	TA	Gd	GLQ	969	Unf	0	148	1117	GasA	TA	Y	SBrkr	820	527	0	1347	1	0	1	0	3	1	TA	5	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	85	0	148	0	0	0	NA	NA	NA	0	1	2008	WD	Normal	107500
537	60	RL	57	8924	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	1998	1999	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	880	880	GasA	Ex	Y	SBrkr	880	844	0	1724	0	0	2	1	3	1	Gd	8	Typ	0	NA	Attchd	1998	Fin	2	527	TA	TA	Y	120	155	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	188000
538	20	RL	NA	12735	Pave	NA	IR1	Lvl	AllPub	FR2	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	5	1972	1972	Hip	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	BLQ	600	Unf	0	264	864	GasA	TA	Y	SBrkr	864	0	0	864	0	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1980	Unf	2	576	TA	TA	Y	216	0	0	0	0	0	NA	MnWw	NA	0	4	2008	COD	Normal	111250
539	20	RL	NA	11553	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	5	1968	1968	Hip	CompShg	Plywood	Plywood	BrkFace	188	TA	TA	CBlock	TA	TA	No	BLQ	673	Unf	0	378	1051	GasA	TA	Y	SBrkr	1159	0	0	1159	0	0	1	1	3	1	TA	7	Typ	1	Fa	Attchd	1968	Unf	1	336	TA	TA	Y	466	0	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	158000
540	20	RL	NA	11423	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	8	5	2001	2002	Gable	CompShg	VinylSd	VinylSd	BrkFace	479	Gd	TA	PConc	Gd	TA	Av	GLQ	1358	Unf	0	223	1581	GasA	Ex	Y	SBrkr	1601	0	0	1601	1	0	2	0	3	1	Gd	6	Typ	1	TA	Attchd	2001	RFn	2	670	TA	TA	Y	180	0	0	0	0	0	NA	MnPrv	Shed	2000	5	2010	WD	Normal	272000
541	20	RL	85	14601	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	9	5	2006	2006	Hip	CompShg	VinylSd	VinylSd	BrkFace	584	Ex	TA	PConc	Ex	TA	Av	GLQ	1260	Unf	0	578	1838	GasA	Ex	Y	SBrkr	1838	0	0	1838	1	0	2	0	2	1	Ex	8	Typ	1	Gd	Attchd	2006	Fin	3	765	TA	TA	Y	270	68	0	0	0	0	NA	NA	NA	0	3	2009	WD	Normal	315000
542	60	RL	NA	11000	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	2000	2000	Gable	CompShg	VinylSd	VinylSd	BrkFace	72	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	969	969	GasA	Ex	Y	SBrkr	997	1288	0	2285	0	0	2	1	4	1	Gd	8	Typ	1	TA	BuiltIn	2000	Fin	3	648	TA	TA	Y	0	56	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	248000
543	20	RL	78	10140	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	RRAn	Norm	1Fam	1Story	7	5	1998	1999	Hip	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Ex	TA	No	LwQ	144	GLQ	1127	379	1650	GasA	Ex	Y	SBrkr	1680	0	0	1680	1	0	2	0	3	1	Gd	7	Maj1	1	TA	Attchd	1998	Fin	2	583	TA	TA	Y	78	73	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	213250
544	120	RH	34	4058	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	TwnhsE	SFoyer	7	5	1998	1998	Gable	CompShg	MetalSd	MetalSd	BrkFace	182	TA	TA	PConc	Gd	TA	Av	GLQ	584	LwQ	139	0	723	GasA	Ex	Y	SBrkr	767	0	0	767	1	0	1	0	1	1	TA	4	Typ	0	NA	Attchd	1998	Fin	1	367	TA	TA	Y	120	40	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	133000
545	60	RL	58	17104	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	Gd	Av	GLQ	554	Unf	0	100	654	GasA	Ex	Y	SBrkr	664	832	0	1496	1	0	2	1	3	1	Gd	7	Typ	1	Gd	Attchd	2006	RFn	2	426	TA	TA	Y	100	24	0	0	0	0	NA	NA	NA	0	9	2006	New	Partial	179665
546	50	RL	NA	13837	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NWAmes	Norm	Norm	1Fam	1.5Fin	7	5	1988	1988	Gable	CompShg	HdBoard	HdBoard	BrkFace	178	Gd	Gd	PConc	Gd	Gd	No	GLQ	1002	LwQ	202	0	1204	GasA	Gd	Y	SBrkr	1377	806	0	2183	0	0	2	1	4	1	Gd	9	Typ	0	NA	Attchd	1988	Unf	3	786	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	2	2006	WD	Normal	229000
547	50	RL	70	8737	Pave	NA	IR1	Bnk	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	6	7	1923	1950	Gable	CompShg	BrkFace	Wd Sdng	None	0	TA	TA	BrkTil	Gd	TA	No	Rec	300	Unf	0	765	1065	GasA	Ex	Y	FuseA	915	720	0	1635	0	0	1	1	3	1	TA	6	Typ	1	Gd	Detchd	1950	Unf	2	440	TA	TA	Y	0	38	0	144	0	0	NA	NA	NA	0	5	2007	WD	Normal	210000
548	85	RL	54	7244	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	SFoyer	5	7	1970	1970	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	CBlock	Gd	TA	Av	ALQ	619	Unf	0	149	768	GasA	Ex	Y	SBrkr	768	0	0	768	1	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1987	Unf	2	624	TA	TA	Y	104	0	0	0	0	0	NA	NA	NA	0	4	2007	WD	Normal	129500
549	20	RM	49	8235	Pave	NA	IR1	HLS	AllPub	Inside	Gtl	OldTown	Feedr	RRNn	1Fam	1Story	5	7	1955	1995	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	No	LwQ	180	Rec	645	0	825	GasA	TA	Y	SBrkr	825	0	0	825	1	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1963	RFn	2	720	TA	TA	Y	140	50	0	0	0	0	NA	MnPrv	NA	0	6	2008	WD	Normal	125000
550	60	FV	75	9375	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	7	5	2003	2004	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	912	912	GasA	Ex	Y	SBrkr	912	1182	0	2094	0	0	2	1	4	1	Gd	8	Typ	1	Gd	BuiltIn	2003	Fin	2	615	TA	TA	Y	182	182	0	0	0	0	NA	NA	NA	0	11	2009	WD	Normal	263000
551	120	RL	53	4043	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NPkVill	Norm	Norm	TwnhsE	1Story	6	6	1977	1977	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	Gd	TA	No	ALQ	559	Unf	0	510	1069	GasA	TA	Y	SBrkr	1069	0	0	1069	0	0	2	0	2	1	TA	4	Typ	0	NA	Attchd	1977	RFn	2	440	TA	TA	Y	0	55	0	0	200	0	NA	NA	NA	0	10	2008	COD	Abnorml	140000
552	20	RM	50	6000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	5	6	1957	1957	Hip	CompShg	BrkFace	BrkFace	None	0	TA	TA	CBlock	TA	TA	No	Rec	308	Unf	0	620	928	GasA	Gd	Y	FuseA	928	0	0	928	0	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1957	Fin	1	288	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	112500
553	20	RL	87	11146	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	8	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	Stone	250	Gd	TA	PConc	Ex	TA	Av	Unf	0	Unf	0	1709	1709	GasA	Ex	Y	SBrkr	1717	0	0	1717	0	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2006	RFn	3	908	TA	TA	Y	169	39	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	255500
554	20	RL	67	8777	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Feedr	Norm	1Fam	1Story	4	5	1949	2003	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	NA	NA	NA	NA	0	NA	0	0	0	GasA	Ex	Y	SBrkr	1126	0	0	1126	0	0	2	0	2	1	Gd	5	Typ	0	NA	Detchd	2002	Fin	2	520	TA	TA	N	0	96	0	0	0	0	NA	MnPrv	NA	0	5	2009	WD	Normal	108000
555	60	RL	85	10625	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	7	5	2003	2004	Gable	CompShg	VinylSd	VinylSd	BrkFace	292	Gd	TA	PConc	Gd	TA	No	GLQ	866	Unf	0	132	998	GasA	Ex	Y	SBrkr	1006	1040	0	2046	1	0	2	1	3	1	Gd	8	Typ	1	Gd	BuiltIn	2003	RFn	3	871	TA	TA	Y	320	62	0	0	0	0	NA	NA	NA	0	8	2008	WD	Normal	284000
556	45	RM	58	6380	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Unf	5	6	1922	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	Fa	No	Unf	0	Unf	0	993	993	GasA	TA	Y	FuseA	1048	0	0	1048	0	0	1	0	2	1	TA	5	Typ	1	Gd	Detchd	1922	Unf	1	280	TA	TA	Y	0	0	116	0	0	0	NA	NA	NA	0	8	2006	WD	Normal	113000
557	20	RL	69	14850	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1957	1957	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Rec	895	Unf	0	197	1092	GasA	TA	Y	FuseA	1092	0	0	1092	1	0	1	0	2	1	TA	6	Typ	1	TA	Attchd	1957	Fin	1	299	TA	TA	Y	268	0	0	0	122	0	NA	MnWw	NA	0	5	2006	WD	Normal	141000
558	50	C (all)	60	11040	Pave	NA	Reg	Low	AllPub	Inside	Mod	IDOTRR	Norm	Norm	1Fam	1.5Fin	4	6	1920	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	637	Unf	0	0	637	GasA	Gd	Y	SBrkr	897	439	0	1336	0	0	1	1	3	1	TA	7	Typ	0	NA	CarPort	1994	Unf	1	570	TA	TA	Y	0	47	120	0	0	0	NA	NA	NA	0	9	2006	COD	Normal	108000
559	60	RL	57	21872	Pave	NA	IR2	HLS	AllPub	FR2	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	1996	1997	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	PConc	Gd	TA	Gd	GLQ	604	Unf	0	125	729	GasA	Ex	Y	SBrkr	729	717	0	1446	0	1	2	1	3	1	TA	6	Typ	1	TA	Attchd	1996	Unf	2	406	TA	TA	Y	264	22	0	0	0	0	NA	NA	NA	0	8	2008	WD	Normal	175000
560	120	RL	NA	3196	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2003	2004	Gable	CompShg	VinylSd	VinylSd	BrkFace	18	Gd	TA	PConc	Gd	TA	Gd	Unf	0	Unf	0	1374	1374	GasA	Ex	Y	SBrkr	1557	0	0	1557	0	0	2	0	2	1	Gd	7	Typ	1	TA	Attchd	2003	Fin	2	420	TA	TA	Y	143	20	0	0	0	0	NA	NA	NA	0	10	2006	WD	Normal	234000
561	20	RL	NA	11341	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	6	1957	1996	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	180	TA	TA	CBlock	Gd	TA	No	ALQ	1302	Unf	0	90	1392	GasA	TA	Y	SBrkr	1392	0	0	1392	1	0	1	1	3	1	TA	5	Mod	1	Gd	Detchd	1957	Unf	2	528	TA	TA	Y	0	0	0	0	95	0	NA	NA	NA	0	5	2010	WD	Normal	121500
562	20	RL	77	10010	Pave	NA	Reg	Lvl	AllPub	Inside	Mod	Mitchel	Norm	Norm	1Fam	1Story	5	5	1974	1975	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	Gd	TA	Av	ALQ	1071	LwQ	123	195	1389	GasA	Gd	Y	SBrkr	1389	0	0	1389	1	0	1	0	2	1	TA	6	Typ	1	TA	Attchd	1975	RFn	2	418	TA	TA	Y	240	38	0	0	0	0	NA	NA	NA	0	4	2006	WD	Normal	170000
563	30	RL	63	13907	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	5	6	1940	1969	Gable	CompShg	WdShing	Wd Shng	None	0	TA	TA	CBlock	TA	TA	No	BLQ	290	Unf	0	706	996	GasA	Ex	Y	SBrkr	996	0	0	996	1	0	1	0	3	1	TA	6	Typ	1	Gd	NA	NA	NA	0	0	NA	NA	Y	144	0	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	108000
564	50	RL	66	21780	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1.5Fin	6	7	1918	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	Gd	TA	Mn	Unf	0	Unf	0	1163	1163	GasA	Ex	Y	SBrkr	1163	511	0	1674	0	0	2	0	4	1	TA	8	Typ	1	Gd	Detchd	1955	Fin	2	396	TA	TA	N	72	36	0	0	144	0	NA	NA	NA	0	7	2008	WD	Normal	185000
565	60	RL	NA	13346	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NoRidge	Norm	Norm	1Fam	2Story	7	5	1992	2000	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	728	Unf	0	367	1095	GasA	Ex	Y	SBrkr	1166	1129	0	2295	1	0	2	1	4	1	Gd	9	Typ	1	TA	Attchd	1992	RFn	2	590	TA	TA	Y	0	40	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	268000
566	70	RL	66	6858	Pave	NA	Reg	Bnk	AllPub	Corner	Gtl	SWISU	Norm	Norm	1Fam	2Story	6	4	1915	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	806	806	GasA	TA	N	FuseF	841	806	0	1647	1	0	1	1	4	1	Fa	6	Typ	0	NA	Detchd	1920	Unf	1	216	TA	TA	Y	0	66	136	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	128000
567	60	RL	77	11198	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	StoneBr	Norm	Norm	1Fam	2Story	9	5	2005	2007	Hip	CompShg	VinylSd	VinylSd	BrkFace	245	Gd	TA	PConc	Gd	Gd	No	Unf	0	Unf	0	1122	1122	GasA	Ex	Y	SBrkr	1134	1370	0	2504	0	0	2	1	4	1	Ex	11	Typ	1	Gd	BuiltIn	2005	Fin	3	656	TA	TA	Y	144	39	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	325000
568	20	RL	70	10171	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	7	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	BrkFace	168	Gd	TA	PConc	Gd	TA	No	GLQ	2	Unf	0	1515	1517	GasA	Ex	Y	SBrkr	1535	0	0	1535	0	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2004	RFn	2	532	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	3	2010	WD	Normal	214000
569	50	RL	79	12327	Pave	NA	IR1	Low	AllPub	Inside	Mod	SawyerW	Norm	Norm	1Fam	1.5Fin	8	8	1983	2009	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	Gd	TA	CBlock	Gd	TA	Gd	GLQ	1441	Unf	0	55	1496	GasA	Ex	Y	SBrkr	1496	636	0	2132	1	0	1	1	1	1	Gd	5	Min2	1	Gd	BuiltIn	1983	Fin	2	612	Gd	TA	Y	349	40	0	0	0	0	NA	NA	NA	0	9	2009	WD	Normal	316600
570	90	RL	NA	7032	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	Duplex	SFoyer	5	5	1979	1979	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	Gd	TA	Gd	GLQ	943	Unf	0	0	943	GasA	TA	Y	SBrkr	943	0	0	943	1	0	1	0	2	1	TA	4	Typ	2	TA	Detchd	1979	Unf	2	600	TA	TA	Y	42	0	0	0	0	0	NA	NA	NA	0	12	2006	WD	Normal	135960
571	90	RL	74	13101	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	Duplex	1Story	5	5	1965	1965	Gable	CompShg	HdBoard	HdBoard	BrkFace	108	TA	TA	CBlock	TA	TA	No	LwQ	231	Unf	0	1497	1728	GasA	TA	Y	SBrkr	1728	0	0	1728	0	0	2	0	6	2	TA	10	Typ	0	NA	Detchd	1987	Unf	2	576	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	11	2008	WD	Normal	142600
572	20	RL	60	7332	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	6	1959	1959	Gable	CompShg	WdShing	Wd Shng	BrkFace	207	TA	TA	CBlock	TA	TA	No	BLQ	414	Unf	0	450	864	GasA	Ex	Y	SBrkr	864	0	0	864	1	0	1	0	2	1	Gd	4	Typ	0	NA	Attchd	1959	Unf	1	288	TA	TA	Y	168	0	0	0	0	0	NA	NA	NA	0	10	2006	WD	Abnorml	120000
573	60	RL	83	13159	Pave	NA	IR1	HLS	AllPub	Corner	Gtl	Timber	Norm	Norm	1Fam	2Story	7	5	2009	2009	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Ex	TA	Av	Unf	0	Unf	0	846	846	GasA	Gd	Y	SBrkr	846	846	0	1692	0	0	2	1	3	1	Gd	6	Typ	0	NA	Attchd	2009	RFn	2	650	TA	TA	Y	208	114	0	0	0	0	NA	NA	NA	0	7	2009	New	Partial	224500
574	80	RL	76	9967	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	SLvl	7	5	2000	2000	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	384	384	GasA	Ex	Y	SBrkr	774	656	0	1430	0	0	2	1	3	1	TA	8	Typ	1	TA	BuiltIn	2000	RFn	2	400	TA	TA	Y	100	0	0	0	0	0	NA	NA	NA	0	12	2007	WD	Normal	170000
575	80	RL	70	10500	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	NAmes	Norm	Norm	1Fam	SLvl	5	7	1971	2005	Gambrel	CompShg	MetalSd	AsphShn	BrkFace	82	TA	TA	CBlock	TA	TA	Av	ALQ	349	Unf	0	23	372	GasA	TA	Y	SBrkr	576	533	0	1109	0	1	1	0	3	1	TA	5	Typ	0	NA	BuiltIn	1971	Unf	1	288	TA	TA	Y	35	0	0	0	0	0	NA	GdWo	NA	0	12	2007	WD	Normal	139000
576	50	RL	80	8480	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1.5Fin	5	5	1947	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	442	Unf	0	390	832	GasA	TA	Y	SBrkr	832	384	0	1216	0	0	1	0	2	1	TA	6	Typ	0	NA	Detchd	1947	Unf	1	336	TA	TA	Y	158	0	102	0	0	0	NA	NA	NA	0	10	2008	COD	Abnorml	118500
577	50	RL	52	6292	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SWISU	Norm	Norm	1Fam	1.5Fin	7	7	1928	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	861	861	GasA	Gd	Y	SBrkr	877	600	0	1477	0	1	2	0	3	1	TA	6	Typ	1	Gd	Detchd	1928	Unf	1	216	TA	TA	Y	0	50	0	0	0	0	NA	NA	NA	0	8	2009	WD	Normal	145000
578	80	RL	96	11777	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	SLvl	5	6	1966	1966	Gable	CompShg	VinylSd	VinylSd	BrkFace	97	TA	TA	CBlock	TA	TA	Av	LwQ	328	ALQ	551	285	1164	GasA	Ex	Y	SBrkr	1320	0	0	1320	1	0	1	0	3	1	TA	6	Typ	2	Fa	Attchd	1966	RFn	2	564	TA	TA	Y	160	68	240	0	0	0	NA	NA	NA	0	5	2006	WD	Abnorml	164500
579	160	FV	34	3604	Pave	Pave	Reg	Lvl	AllPub	Corner	Gtl	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2007	2007	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	689	689	GasA	Ex	Y	SBrkr	703	689	0	1392	0	0	2	0	2	1	Gd	5	Typ	0	NA	Detchd	2007	Unf	2	540	TA	TA	Y	0	102	0	0	0	0	NA	NA	NA	0	2	2008	WD	Abnorml	146000
580	50	RM	81	12150	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	5	5	1954	1954	Gable	CompShg	MetalSd	MetalSd	BrkFace	335	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	1050	1050	GasA	Ex	N	FuseF	1050	745	0	1795	0	0	2	0	4	1	TA	7	Typ	0	NA	Attchd	1954	Unf	1	352	Fa	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	11	2008	WD	Normal	131500
581	20	RL	NA	14585	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	6	1960	1987	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	85	TA	TA	CBlock	TA	TA	No	BLQ	594	Rec	219	331	1144	GasA	Ex	Y	SBrkr	1429	0	0	1429	0	1	1	0	3	1	Gd	7	Typ	2	Gd	Attchd	1960	Unf	2	572	TA	TA	Y	216	110	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	181900
582	20	RL	98	12704	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	8	5	2008	2009	Hip	CompShg	VinylSd	VinylSd	BrkFace	306	Ex	TA	PConc	Ex	TA	No	Unf	0	Unf	0	2042	2042	GasA	Ex	Y	SBrkr	2042	0	0	2042	0	0	2	1	3	1	Ex	8	Typ	1	Gd	Attchd	2009	RFn	3	1390	TA	TA	Y	0	90	0	0	0	0	NA	NA	NA	0	8	2009	New	Partial	253293
583	90	RL	81	11841	Grvl	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	Duplex	SFoyer	6	5	1990	1990	Gable	CompShg	HdBoard	HdBoard	BrkFace	104	TA	Gd	CBlock	Gd	TA	Av	GLQ	816	Unf	0	0	816	GasA	TA	Y	SBrkr	816	0	0	816	1	0	1	0	3	1	TA	5	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	32	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	118500
584	75	RM	75	13500	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Artery	PosA	1Fam	2.5Unf	10	9	1893	2000	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	Ex	Ex	BrkTil	TA	TA	No	Unf	0	Unf	0	1237	1237	GasA	Gd	Y	SBrkr	1521	1254	0	2775	0	0	3	1	3	1	Gd	9	Typ	1	Gd	Detchd	1988	Unf	2	880	Gd	TA	Y	105	502	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	325000
585	50	RM	51	6120	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	4	7	1935	1995	Gable	CompShg	AsbShng	AsbShng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	884	884	GasA	Ex	Y	SBrkr	989	584	0	1573	0	0	1	0	3	1	Gd	6	Typ	0	NA	Detchd	1935	Unf	1	240	TA	TA	Y	0	0	54	0	120	0	NA	NA	NA	0	7	2009	WD	Normal	133000
586	20	RL	88	11443	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	8	5	2005	2006	Hip	CompShg	VinylSd	VinylSd	BrkFace	208	Gd	TA	PConc	Ex	TA	Gd	GLQ	1460	Unf	0	408	1868	GasA	Ex	Y	SBrkr	2028	0	0	2028	1	0	2	0	2	1	Gd	7	Typ	2	Gd	Attchd	2005	RFn	3	880	TA	TA	Y	326	66	0	0	0	0	NA	NA	NA	0	3	2006	New	Partial	369900
587	30	RL	55	10267	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	RRAn	Norm	1Fam	1Story	6	7	1918	2000	Gable	CompShg	Stucco	Wd Shng	None	0	TA	Gd	BrkTil	TA	Gd	Mn	Rec	210	ALQ	606	0	816	GasA	Ex	Y	SBrkr	838	0	0	838	1	0	1	0	2	1	Fa	5	Typ	0	NA	Detchd	1961	Fin	1	275	TA	TA	N	0	0	112	0	0	0	NA	MnWw	NA	0	5	2008	WD	Normal	130000
588	85	RL	74	8740	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	SFoyer	5	6	1982	1982	Hip	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	Av	ALQ	672	Unf	0	168	840	GasA	TA	Y	SBrkr	860	0	0	860	1	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1996	Unf	2	528	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	137000
589	20	RL	65	25095	Pave	NA	IR1	Low	AllPub	Inside	Sev	ClearCr	Norm	Norm	1Fam	1Story	5	8	1968	2003	Flat	Tar&Grv	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	Gd	GLQ	1324	Unf	0	113	1437	GasA	Ex	Y	SBrkr	1473	0	0	1473	2	0	1	0	1	1	Ex	5	Typ	2	Gd	Attchd	1968	Unf	1	452	TA	TA	Y	0	48	0	0	60	0	NA	NA	NA	0	6	2009	WD	Partial	143000
590	40	RM	50	9100	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	RRAn	Feedr	1Fam	1Story	5	6	1930	1960	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	742	742	GasA	TA	Y	FuseA	779	0	156	935	0	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1988	Unf	1	308	TA	TA	P	0	0	0	0	0	0	NA	NA	Shed	600	8	2008	WD	Normal	79500
591	60	RL	64	8320	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	490	Unf	0	280	770	GasA	Ex	Y	SBrkr	770	812	0	1582	0	0	2	1	3	1	Gd	6	Typ	0	NA	Attchd	2004	RFn	2	520	TA	TA	Y	0	45	0	0	0	0	NA	NA	NA	0	9	2008	WD	Normal	185900
592	60	RL	97	13478	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NridgHt	Norm	Norm	1Fam	2Story	10	5	2008	2008	Gable	CompShg	CemntBd	CmentBd	Stone	420	Ex	TA	PConc	Ex	TA	Gd	GLQ	1338	Unf	0	384	1722	GasA	Ex	Y	SBrkr	1728	568	0	2296	1	0	2	1	3	1	Ex	10	Typ	1	Gd	BuiltIn	2008	RFn	3	842	TA	TA	Y	382	274	0	0	0	0	NA	NA	NA	0	6	2009	ConLI	Normal	451950
593	20	RL	60	6600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	1Story	5	8	1982	2003	Gable	CompShg	HdBoard	HdBoard	None	0	TA	Gd	PConc	TA	Gd	No	GLQ	816	Unf	0	0	816	GasA	Ex	Y	SBrkr	816	0	0	816	1	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1985	Fin	2	816	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	138000
594	120	RM	NA	4435	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	TwnhsE	1Story	6	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	BrkFace	170	Gd	TA	PConc	Gd	TA	Av	GLQ	685	Unf	0	163	848	GasA	Ex	Y	SBrkr	848	0	0	848	1	0	1	0	1	1	Gd	4	Typ	0	NA	Attchd	2003	Fin	2	420	TA	TA	Y	140	0	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal	140000
595	20	RL	88	7990	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	6	1975	1975	Hip	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	Gd	TA	No	Unf	0	Unf	0	924	924	GasA	TA	Y	SBrkr	924	0	0	924	0	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1981	Unf	1	280	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	4	2008	WD	Normal	110000
596	20	RL	69	11302	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	StoneBr	Norm	Norm	1Fam	1Story	8	5	2005	2006	Gable	CompShg	VinylSd	Other	BrkFace	238	Gd	TA	PConc	Gd	TA	Gd	GLQ	1422	Unf	0	392	1814	GasA	Ex	Y	SBrkr	1826	0	0	1826	1	0	2	0	3	1	Gd	7	Typ	1	TA	Attchd	2005	Fin	3	758	TA	TA	Y	180	75	0	0	120	0	NA	NA	NA	0	8	2006	New	Partial	319000
597	70	RM	60	3600	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2Story	6	7	1910	1993	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	684	684	GasA	Ex	N	FuseA	684	684	0	1368	0	0	1	0	3	1	TA	7	Typ	0	NA	Detchd	1930	Unf	1	216	TA	Fa	N	0	158	0	0	0	0	NA	NA	NA	0	10	2006	WD	Normal	114504
598	120	RL	53	3922	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2006	2007	Gable	CompShg	VinylSd	VinylSd	BrkFace	72	Gd	TA	PConc	Ex	TA	Av	Unf	0	Unf	0	1258	1258	GasA	Ex	Y	SBrkr	1402	0	0	1402	0	2	0	2	2	1	Gd	7	Typ	1	Gd	Attchd	2006	Fin	3	648	TA	TA	Y	120	16	0	0	0	0	NA	NA	NA	0	2	2007	New	Partial	194201
599	20	RL	80	12984	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	1Story	5	6	1977	1977	Gable	CompShg	Plywood	Plywood	BrkFace	459	TA	TA	CBlock	Gd	TA	Mn	ALQ	1283	LwQ	147	0	1430	GasA	Ex	Y	SBrkr	1647	0	0	1647	1	0	2	0	3	1	Gd	7	Typ	1	TA	Attchd	1977	Fin	2	621	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	3	2006	WD	Normal	217500
600	160	RM	24	1950	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blueste	Norm	Norm	Twnhs	2Story	6	6	1980	1980	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	Gd	TA	No	LwQ	81	GLQ	612	23	716	GasA	TA	Y	SBrkr	716	840	0	1556	1	0	2	1	3	1	TA	6	Typ	1	TA	Attchd	1980	Fin	2	452	TA	TA	Y	161	0	0	0	0	0	NA	GdPrv	NA	0	7	2008	COD	Normal	151000
601	60	RL	74	10927	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	8	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	BrkFace	280	Gd	TA	PConc	Gd	TA	Av	GLQ	546	Unf	0	512	1058	GasA	Ex	Y	SBrkr	1058	846	0	1904	1	0	2	1	3	1	Ex	8	Typ	1	Gd	BuiltIn	2003	Fin	2	736	TA	TA	Y	179	60	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	275000
602	50	RM	50	9000	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1.5Fin	6	6	1937	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Gd	PConc	TA	TA	No	Unf	0	Unf	0	780	780	GasA	TA	Y	SBrkr	780	595	0	1375	0	0	1	1	3	1	Gd	6	Typ	1	Gd	Detchd	1979	Unf	1	544	TA	TA	P	0	162	0	0	126	0	NA	NA	NA	0	12	2007	WD	Normal	141000
603	60	RL	80	10041	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	8	5	1992	1992	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	PConc	Gd	TA	Mn	GLQ	789	Unf	0	119	908	GasA	Ex	Y	SBrkr	927	988	0	1915	1	0	2	1	3	1	Gd	8	Typ	1	TA	Attchd	1992	Fin	2	506	TA	TA	Y	120	150	0	0	0	0	NA	NA	NA	0	2	2006	WD	Abnorml	220000
604	160	FV	30	3182	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2004	2005	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	600	600	GasA	Ex	Y	SBrkr	600	600	0	1200	0	0	2	1	2	1	Gd	4	Typ	0	NA	Detchd	2004	RFn	2	480	TA	TA	Y	0	172	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal	151000
605	20	RL	88	12803	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2002	2002	Gable	CompShg	VinylSd	VinylSd	BrkFace	99	Gd	TA	PConc	Gd	TA	Mn	GLQ	922	Unf	0	572	1494	GasA	Ex	Y	SBrkr	1494	0	0	1494	1	0	2	0	3	1	Gd	6	Typ	1	TA	Attchd	2002	RFn	2	530	TA	TA	Y	192	36	0	0	0	0	NA	NA	NA	0	9	2008	WD	Normal	221000
606	60	RL	85	13600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	2Story	7	6	1965	1990	Gable	CompShg	HdBoard	HdBoard	BrkFace	176	TA	TA	CBlock	TA	TA	No	BLQ	454	Unf	0	314	768	GasA	TA	Y	SBrkr	1186	800	0	1986	0	0	2	1	3	1	TA	7	Typ	3	Fa	Attchd	1965	Unf	2	486	TA	TA	Y	0	42	0	0	189	0	NA	NA	NA	0	10	2009	WD	Normal	205000
607	20	RL	82	12464	Pave	NA	IR2	Low	AllPub	Corner	Mod	CollgCr	Norm	Norm	1Fam	1Story	5	5	1996	1996	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	PConc	Gd	TA	No	GLQ	732	Unf	0	308	1040	GasA	Gd	Y	SBrkr	1040	0	0	1040	1	0	1	0	3	1	Gd	6	Typ	0	NA	Detchd	2000	Unf	2	576	TA	TA	Y	168	0	0	0	0	0	NA	GdPrv	NA	0	11	2009	WD	Normal	152000
608	20	RL	78	7800	Pave	NA	Reg	Bnk	AllPub	Inside	Mod	Edwards	Norm	Norm	1Fam	2Story	5	8	1948	2002	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	Gd	No	GLQ	603	Unf	0	293	896	GasA	Ex	Y	SBrkr	1112	896	0	2008	1	0	3	0	3	1	Ex	8	Typ	0	NA	Attchd	1948	Unf	1	230	TA	TA	Y	103	0	0	0	0	0	NA	NA	NA	0	8	2006	WD	Normal	225000
609	70	RL	78	12168	Pave	NA	Reg	HLS	AllPub	Inside	Mod	Crawfor	Norm	Norm	1Fam	2Story	8	6	1934	1998	Gable	CompShg	BrkFace	Wd Sdng	None	0	TA	TA	PConc	Gd	TA	Mn	BLQ	428	Unf	0	537	965	GasA	TA	Y	SBrkr	1940	1254	0	3194	0	0	2	1	4	1	TA	10	Typ	2	Gd	Basment	1934	Unf	2	380	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	9	2007	WD	Alloca	359100
610	20	RL	61	7943	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Feedr	Norm	1Fam	1Story	4	5	1961	1961	Gable	CompShg	VinylSd	VinylSd	BrkCmn	192	TA	Fa	CBlock	TA	TA	Mn	Rec	903	Unf	0	126	1029	GasA	Gd	Y	SBrkr	1029	0	0	1029	1	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1961	Unf	1	261	TA	TA	Y	64	0	39	0	0	0	NA	NA	NA	0	4	2007	WD	Normal	118500
611	60	RL	NA	11050	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	PosN	Norm	1Fam	2Story	9	5	2000	2000	Hip	CompShg	VinylSd	VinylSd	BrkFace	204	Gd	TA	PConc	Ex	TA	Mn	GLQ	904	Unf	0	536	1440	GasA	Ex	Y	SBrkr	1476	677	0	2153	1	0	2	1	3	1	Ex	8	Typ	2	Ex	Attchd	2000	Fin	3	736	TA	TA	Y	253	142	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal	313000
612	80	RL	NA	10395	Pave	NA	IR1	Lvl	AllPub	FR2	Gtl	NWAmes	Norm	Norm	1Fam	SLvl	6	6	1978	1978	Gable	CompShg	HdBoard	HdBoard	BrkFace	233	TA	TA	CBlock	Gd	TA	Av	ALQ	605	Unf	0	427	1032	GasA	TA	Y	SBrkr	1032	0	0	1032	0	1	2	0	3	1	TA	6	Typ	1	TA	Attchd	1978	Unf	2	564	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	Shed	500	7	2007	WD	Normal	148000
613	60	RL	NA	11885	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	8	5	2001	2001	Gable	CompShg	VinylSd	VinylSd	BrkFace	108	Gd	TA	PConc	Gd	TA	Av	GLQ	990	Unf	0	309	1299	GasA	Ex	Y	SBrkr	1299	573	0	1872	1	0	2	1	3	1	Ex	7	Typ	1	TA	BuiltIn	2001	RFn	2	531	TA	TA	Y	160	122	0	0	0	0	NA	NA	NA	0	11	2009	WD	Normal	261500
614	20	RL	70	8402	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Feedr	Norm	1Fam	1Story	5	5	2007	2007	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	ALQ	206	Unf	0	914	1120	GasA	Ex	Y	SBrkr	1120	0	0	1120	0	0	1	0	3	1	TA	6	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	30	0	0	0	0	NA	NA	NA	0	12	2007	New	Partial	147000
615	180	RM	21	1491	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	TwnhsE	SFoyer	4	6	1972	1972	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	CBlock	Gd	TA	Av	LwQ	150	GLQ	480	0	630	GasA	Ex	Y	SBrkr	630	0	0	630	1	0	1	0	1	1	TA	3	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	96	24	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	75500
616	85	RL	80	8800	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Feedr	Norm	1Fam	SFoyer	6	7	1963	1963	Gable	CompShg	MetalSd	MetalSd	BrkFace	156	TA	Gd	PConc	TA	TA	Gd	GLQ	763	Unf	0	173	936	GasA	Ex	Y	SBrkr	1054	0	0	1054	1	0	1	0	3	1	Gd	6	Typ	0	NA	Attchd	1963	RFn	2	480	TA	TA	Y	120	0	0	0	0	0	NA	MnPrv	NA	0	5	2010	WD	Abnorml	137500
617	60	RL	NA	7861	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	2002	2003	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	457	Unf	0	326	783	GasA	Ex	Y	SBrkr	807	702	0	1509	1	0	2	1	3	1	Gd	7	Typ	1	Gd	Attchd	2002	Fin	2	393	TA	TA	Y	100	75	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	183200
618	45	RL	59	7227	Pave	NA	Reg	HLS	AllPub	Corner	Mod	NAmes	Artery	Norm	1Fam	1.5Unf	6	6	1954	1954	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	832	832	GasA	Gd	Y	SBrkr	832	0	0	832	0	0	1	0	2	1	Gd	4	Typ	0	NA	Detchd	1962	Unf	2	528	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	105500
619	20	RL	90	11694	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	9	5	2007	2007	Hip	CompShg	CemntBd	CmentBd	BrkFace	452	Ex	TA	PConc	Ex	TA	Av	GLQ	48	Unf	0	1774	1822	GasA	Ex	Y	SBrkr	1828	0	0	1828	0	0	2	0	3	1	Gd	9	Typ	1	Gd	Attchd	2007	Unf	3	774	TA	TA	Y	0	108	0	0	260	0	NA	NA	NA	0	7	2007	New	Partial	314813
620	60	RL	85	12244	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	2Story	8	5	2003	2003	Hip	CompShg	VinylSd	VinylSd	Stone	226	Gd	TA	PConc	Gd	TA	Gd	GLQ	871	Unf	0	611	1482	GasA	Ex	Y	SBrkr	1482	780	0	2262	1	0	2	1	4	1	Gd	10	Typ	2	Gd	Attchd	2003	Fin	3	749	TA	TA	Y	168	0	0	0	0	0	NA	NA	NA	0	8	2008	WD	Normal	305000
621	30	RL	45	8248	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	3	3	1914	1950	Gable	CompShg	Stucco	Stucco	None	0	TA	TA	BrkTil	TA	TA	No	BLQ	41	Unf	0	823	864	GasA	TA	N	FuseF	864	0	0	864	1	0	1	0	2	1	TA	5	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	0	100	0	0	0	NA	NA	NA	0	9	2008	WD	Normal	67000
622	60	RL	90	10800	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	2Story	6	7	1974	1997	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	ALQ	956	Rec	182	384	1522	GasA	TA	Y	SBrkr	1548	1066	0	2614	0	0	2	1	4	1	TA	9	Typ	1	TA	Attchd	1974	RFn	2	624	TA	TA	Y	38	243	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	240000
623	20	RL	71	7064	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	6	1977	1977	Gable	CompShg	Plywood	Plywood	BrkFace	153	TA	TA	CBlock	TA	TA	No	BLQ	560	Unf	0	420	980	GasA	TA	Y	SBrkr	980	0	0	980	0	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1986	Unf	2	484	TA	TA	Y	192	0	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	135000
624	160	FV	NA	2117	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	TwnhsE	2Story	6	5	2000	2000	Gable	CompShg	MetalSd	MetalSd	BrkFace	513	Gd	TA	PConc	Gd	TA	No	GLQ	420	Unf	0	336	756	GasA	Ex	Y	SBrkr	756	756	0	1512	0	0	2	1	2	1	Gd	4	Typ	1	TA	Detchd	2000	Unf	2	440	TA	TA	Y	0	32	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	168500
625	60	RL	80	10400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	2Story	6	5	1972	1972	Gable	CompShg	VinylSd	VinylSd	None	288	TA	TA	CBlock	TA	TA	No	Rec	247	Unf	0	485	732	GasA	Gd	Y	SBrkr	1012	778	0	1790	1	0	1	2	4	1	TA	8	Min2	1	TA	Attchd	1972	RFn	2	484	TA	TA	Y	148	0	0	0	147	0	NA	NA	NA	0	11	2006	WD	Normal	165150
626	20	RL	87	10000	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	6	1962	1962	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	261	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1116	1116	GasA	TA	Y	SBrkr	1116	0	0	1116	0	0	1	1	3	1	TA	5	Typ	0	NA	Attchd	1962	Unf	2	440	TA	TA	Y	0	0	0	0	385	0	NA	NA	NA	0	2	2010	WD	Normal	160000
627	20	RL	NA	12342	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1960	1978	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	978	978	GasA	TA	Y	SBrkr	1422	0	0	1422	0	0	1	0	3	1	TA	6	Min1	1	TA	Attchd	1960	RFn	1	286	TA	TA	Y	0	0	36	0	0	0	NA	GdWo	Shed	600	8	2007	WD	Normal	139900
628	80	RL	80	9600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	SLvl	6	6	1955	1972	Gable	CompShg	AsbShng	AsbShng	BrkFace	164	TA	TA	CBlock	TA	TA	Av	BLQ	674	LwQ	132	350	1156	GasA	Ex	Y	SBrkr	1520	0	0	1520	1	0	1	0	3	1	TA	7	Typ	2	Gd	Basment	1955	RFn	1	364	TA	TA	Y	0	0	189	0	0	0	NA	NA	NA	0	3	2010	WD	Normal	153000
629	60	RL	70	11606	Pave	NA	IR1	HLS	AllPub	Inside	Sev	NAmes	Norm	Norm	1Fam	2Story	5	5	1969	1969	Gable	CompShg	Plywood	Plywood	BrkFace	192	TA	TA	PConc	Gd	TA	Av	Rec	650	Unf	0	390	1040	GasA	TA	Y	SBrkr	1040	1040	0	2080	0	1	1	2	5	1	Fa	9	Typ	2	TA	Attchd	1969	Unf	2	504	TA	TA	Y	335	0	0	0	0	0	NA	NA	NA	0	9	2007	WD	Family	135000
630	80	RL	82	9020	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Feedr	Norm	1Fam	SLvl	6	5	1964	1964	Gable	WdShngl	Plywood	Wd Sdng	BrkFace	259	TA	TA	CBlock	TA	TA	Gd	GLQ	624	Rec	336	288	1248	GasA	TA	Y	SBrkr	1350	0	0	1350	1	0	1	1	3	1	TA	6	Typ	0	NA	Attchd	1964	RFn	2	520	TA	TA	Y	176	0	0	0	0	0	NA	GdPrv	NA	0	6	2008	WD	Normal	168500
631	70	RM	50	9000	Pave	Grvl	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Artery	Norm	1Fam	2Story	5	6	1880	1991	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	BrkTil	Fa	Fa	No	Unf	0	Unf	0	636	636	GasA	TA	Y	FuseA	1089	661	0	1750	0	0	1	0	3	1	Ex	8	Typ	0	NA	Detchd	1937	Unf	1	240	Fa	Po	N	0	0	293	0	0	0	NA	MnPrv	NA	0	6	2006	WD	Abnorml	124000
632	120	RL	34	4590	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	Twnhs	1Story	8	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	Stone	108	Gd	TA	PConc	Gd	Gd	Mn	GLQ	24	Unf	0	1530	1554	GasA	Ex	Y	SBrkr	1554	0	0	1554	0	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2006	RFn	2	627	TA	TA	Y	156	73	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal	209500
633	20	RL	85	11900	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	7	5	1977	1977	Hip	CompShg	Plywood	Plywood	BrkFace	209	TA	Gd	CBlock	TA	TA	No	ALQ	822	Unf	0	564	1386	GasA	TA	Y	SBrkr	1411	0	0	1411	0	0	2	0	3	1	TA	6	Typ	1	TA	Attchd	1977	Fin	2	544	TA	TA	Y	192	0	0	0	0	0	NA	NA	NA	0	4	2009	WD	Family	82500
634	20	RL	80	9250	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1954	2005	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	BLQ	480	LwQ	468	108	1056	GasA	TA	Y	SBrkr	1056	0	0	1056	0	1	1	0	3	1	TA	6	Typ	0	NA	Attchd	1954	Unf	1	260	TA	TA	Y	390	0	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	139400
635	90	RL	64	6979	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	Duplex	SFoyer	6	5	1980	1980	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	TA	TA	No	GLQ	1056	Unf	0	0	1056	GasA	Gd	Y	SBrkr	1056	0	0	1056	2	0	0	0	0	2	TA	4	Typ	0	NA	Detchd	1980	Unf	2	576	TA	TA	Y	264	56	0	0	0	0	NA	GdPrv	Shed	600	6	2010	WD	Normal	144000
636	190	RH	60	10896	Pave	Pave	Reg	Bnk	AllPub	Inside	Gtl	SWISU	Feedr	Norm	2fmCon	2.5Fin	6	7	1914	1995	Hip	CompShg	VinylSd	VinylSd	None	0	Fa	TA	CBlock	TA	Fa	No	LwQ	256	Unf	0	1184	1440	GasA	Ex	Y	FuseA	1440	1440	515	3395	0	0	2	0	8	2	Fa	14	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	110	0	0	0	0	NA	NA	NA	0	3	2007	WD	Abnorml	200000
637	30	RM	51	6120	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1Story	2	3	1936	1950	Gable	CompShg	AsbShng	AsbShng	None	0	Fa	Fa	BrkTil	TA	Fa	No	Unf	0	Unf	0	264	264	Grav	Fa	N	FuseA	800	0	0	800	0	0	1	0	1	1	Fa	4	Maj1	1	Po	NA	NA	NA	0	0	NA	NA	N	0	0	0	0	0	0	NA	NA	NA	0	1	2009	ConLw	Normal	60000
638	190	RM	50	6000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	2fmCon	1.5Fin	5	4	1954	1954	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	811	811	GasA	TA	Y	FuseA	811	576	0	1387	0	0	2	0	3	2	Gd	7	Typ	0	NA	BuiltIn	1954	Unf	1	256	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	11	2009	WD	Normal	93000
639	30	RL	67	8777	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Feedr	Norm	1Fam	1Story	5	7	1910	1950	Gable	CompShg	MetalSd	Wd Sdng	None	0	TA	TA	CBlock	Fa	TA	No	Unf	0	Unf	0	796	796	GasA	Gd	Y	FuseA	796	0	0	796	0	0	1	0	2	1	TA	4	Typ	0	NA	NA	NA	NA	0	0	NA	NA	P	328	0	164	0	0	0	NA	MnPrv	NA	0	5	2008	WD	Normal	85000
640	120	RL	53	3982	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	8	5	2006	2006	Hip	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	Gd	Av	GLQ	1154	Unf	0	366	1520	GasA	Ex	Y	SBrkr	1567	0	0	1567	1	0	2	0	1	1	Ex	7	Typ	1	Gd	Attchd	2006	Fin	3	648	TA	TA	Y	312	0	0	0	0	0	NA	NA	NA	0	10	2006	New	Partial	264561
641	120	RL	62	12677	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	8	5	2003	2004	Hip	CompShg	MetalSd	MetalSd	BrkFace	472	Ex	TA	PConc	Ex	TA	Gd	GLQ	1218	Unf	0	300	1518	GasA	Ex	Y	SBrkr	1518	0	0	1518	0	0	1	1	1	1	Ex	6	Typ	1	Gd	Attchd	2003	RFn	2	588	TA	TA	Y	185	140	0	0	0	0	NA	NA	NA	0	4	2008	WD	Normal	274000
642	60	FV	NA	7050	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	7	5	2001	2001	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	738	Unf	0	319	1057	GasA	Ex	Y	SBrkr	1057	872	0	1929	1	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	2001	Fin	2	650	TA	TA	Y	0	235	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	226000
643	80	RL	75	13860	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	SLvl	8	7	1972	1995	Gable	CompShg	Plywood	Wd Sdng	None	0	Gd	TA	CBlock	Gd	TA	Gd	GLQ	1410	Unf	0	542	1952	GasA	Gd	Y	SBrkr	2000	704	0	2704	1	0	2	1	4	1	Ex	9	Typ	3	TA	Attchd	1972	Fin	2	538	TA	TA	Y	269	111	0	0	0	0	NA	MnPrv	NA	0	7	2009	WD	Normal	345000
644	60	RL	80	10793	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	RRAn	Norm	1Fam	2Story	5	5	1969	1969	Mansard	CompShg	WdShing	HdBoard	BrkFace	263	TA	TA	CBlock	TA	TA	No	Rec	493	BLQ	287	0	780	GasA	Ex	Y	SBrkr	780	840	0	1620	0	0	2	1	4	1	TA	7	Min1	0	NA	Attchd	1969	Fin	2	462	TA	TA	Y	208	0	0	0	0	0	NA	GdWo	NA	0	4	2007	WD	Normal	152000
645	20	FV	85	9187	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	9	5	2009	2009	Gable	CompShg	CemntBd	CmentBd	Stone	162	Ex	TA	PConc	Ex	TA	Mn	GLQ	1121	Unf	0	645	1766	GasA	Ex	Y	SBrkr	1766	0	0	1766	1	0	2	1	2	1	Ex	7	Typ	1	Gd	Attchd	2009	Fin	3	478	TA	TA	Y	195	130	0	0	0	0	NA	NA	NA	0	10	2009	New	Partial	370878
646	20	RL	NA	10530	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	5	1971	1971	Hip	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	TA	TA	No	ALQ	282	LwQ	35	664	981	GasA	TA	Y	SBrkr	981	0	0	981	1	0	1	1	3	1	TA	5	Typ	0	NA	Detchd	1979	Unf	2	576	TA	TA	Y	0	312	40	0	0	0	NA	NA	NA	0	3	2007	WD	Normal	143250
647	20	RL	60	7200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1950	1950	Hip	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	NA	NA	NA	NA	0	NA	0	0	0	GasA	Gd	Y	SBrkr	1048	0	0	1048	0	0	1	0	3	1	TA	7	Min1	0	NA	Detchd	1950	Unf	2	420	TA	TA	Y	0	27	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	98300
648	20	RL	85	10452	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	6	5	1953	1953	Hip	CompShg	Wd Sdng	Wd Sdng	Stone	216	TA	TA	CBlock	TA	TA	Mn	Rec	500	Unf	0	594	1094	GasA	Ex	Y	SBrkr	1094	0	0	1094	0	0	1	0	3	1	TA	5	Typ	2	Gd	Attchd	1953	RFn	2	495	TA	TA	Y	0	0	0	0	287	0	NA	NA	NA	0	6	2008	WD	Normal	155000
649	60	RL	70	7700	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	PosN	Norm	1Fam	2Story	6	5	1966	1966	Gable	CompShg	MetalSd	MetalSd	BrkFace	351	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	756	756	GasA	TA	Y	SBrkr	1051	788	0	1839	0	0	1	1	4	1	TA	7	Typ	1	TA	Attchd	1966	Unf	2	442	TA	TA	Y	0	124	216	0	0	0	NA	NA	NA	0	6	2010	WD	Normal	155000
650	180	RM	21	1936	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	Twnhs	SFoyer	4	6	1970	1970	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	CBlock	Gd	TA	Av	BLQ	131	GLQ	499	0	630	GasA	Gd	Y	SBrkr	630	0	0	630	1	0	1	0	1	1	TA	3	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	12	2007	WD	Normal	84500
651	60	FV	65	8125	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	7	6	2007	2007	Gable	CompShg	CemntBd	CmentBd	NA	NA	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	813	813	GasA	Ex	Y	SBrkr	822	843	0	1665	0	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	2007	RFn	2	562	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal	205950
652	70	RL	60	9084	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Artery	Norm	1Fam	2Story	4	5	1940	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	Mn	Unf	0	Unf	0	755	755	GasA	TA	Y	SBrkr	755	755	0	1510	1	0	1	0	4	1	TA	7	Typ	1	Gd	Detchd	1940	Unf	1	296	Fa	Po	P	120	0	0	0	0	0	NA	MnPrv	NA	0	10	2009	WD	Normal	108000
653	60	RL	70	8750	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	1996	1996	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	880	880	GasA	Ex	Y	SBrkr	909	807	0	1716	0	0	2	1	2	1	Gd	7	Typ	1	TA	Attchd	1996	RFn	2	512	TA	TA	Y	0	120	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	191000
654	50	RM	60	10320	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1.5Fin	6	7	1906	1995	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	756	756	GasA	Ex	Y	SBrkr	756	713	0	1469	0	0	1	0	3	1	TA	7	Typ	0	NA	Detchd	1906	Unf	1	216	TA	TA	Y	57	0	239	0	0	0	NA	MnPrv	NA	0	6	2008	WD	Normal	135000
655	20	RL	91	10437	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	1Story	8	6	1995	1995	Hip	CompShg	MetalSd	MetalSd	BrkFace	660	Gd	Gd	PConc	Gd	TA	Gd	GLQ	1696	Unf	0	413	2109	GasA	Ex	Y	SBrkr	2113	0	0	2113	1	0	2	1	2	1	Gd	7	Typ	1	TA	Attchd	1995	Fin	3	839	TA	TA	Y	236	46	0	0	0	0	NA	NA	NA	0	8	2008	WD	Normal	350000
656	160	RM	21	1680	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	Twnhs	2Story	6	5	1971	1971	Gable	CompShg	HdBoard	ImStucc	BrkFace	381	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	525	525	GasA	TA	Y	SBrkr	525	567	0	1092	0	0	1	1	3	1	TA	6	Typ	0	NA	Detchd	1971	Unf	1	264	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	3	2010	WD	Family	88000
657	20	RL	72	10007	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1959	2006	Gable	CompShg	HdBoard	HdBoard	BrkFace	54	Gd	TA	CBlock	TA	TA	No	ALQ	806	Unf	0	247	1053	GasA	Ex	Y	SBrkr	1053	0	0	1053	1	0	1	1	3	1	Gd	5	Typ	0	NA	Attchd	1959	RFn	1	312	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	8	2008	WD	Normal	145500
658	70	RL	60	7200	Pave	NA	Reg	HLS	AllPub	Inside	Mod	Crawfor	Norm	Norm	1Fam	2Story	7	6	1931	2000	Gable	CompShg	Stucco	Wd Shng	None	0	TA	Fa	BrkTil	Gd	TA	No	Unf	0	Unf	0	776	776	GasA	TA	Y	SBrkr	851	651	0	1502	0	0	1	1	3	1	TA	6	Typ	1	Gd	Attchd	1931	RFn	1	270	TA	TA	P	0	0	112	0	0	0	NA	MnPrv	NA	0	2	2008	WD	Normal	149000
659	50	RL	78	17503	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Artery	Norm	1Fam	1.5Fin	6	5	1948	1950	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	912	912	GasA	TA	Y	SBrkr	912	546	0	1458	0	1	1	0	3	1	TA	6	Typ	1	Gd	Attchd	1948	Unf	1	330	TA	TA	Y	192	0	0	0	0	0	NA	NA	NA	0	1	2010	WD	Abnorml	97500
660	20	RL	75	9937	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Edwards	Norm	Norm	1Fam	1Story	5	7	1964	1999	Hip	CompShg	MetalSd	MetalSd	None	0	TA	Gd	PConc	TA	TA	No	BLQ	637	Unf	0	849	1486	GasA	Ex	Y	SBrkr	1486	0	0	1486	1	0	1	0	3	1	TA	7	Typ	0	NA	Detchd	1968	Fin	2	480	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	3	2009	WD	Normal	167000
661	60	RL	NA	12384	Pave	NA	Reg	Lvl	AllPub	CulDSac	Gtl	NWAmes	Norm	Norm	1Fam	2Story	7	7	1976	1976	Gable	CompShg	Plywood	Plywood	BrkFace	233	TA	TA	CBlock	Gd	TA	No	Unf	0	Unf	0	793	793	GasA	TA	Y	SBrkr	1142	793	0	1935	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1976	RFn	2	550	TA	TA	Y	0	113	252	0	0	0	NA	NA	NA	0	11	2007	WD	Normal	197900
662	60	RL	52	46589	Pave	NA	IR2	Lvl	AllPub	CulDSac	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	7	1994	2005	Hip	CompShg	VinylSd	VinylSd	BrkFace	528	Gd	TA	PConc	Gd	Gd	No	GLQ	1361	Rec	180	88	1629	GasA	Ex	Y	SBrkr	1686	762	0	2448	1	0	2	1	4	1	Gd	8	Typ	1	TA	Attchd	1994	RFn	3	711	TA	TA	Y	517	76	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	402000
663	20	RL	120	13560	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	3	1968	1968	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	216	TA	TA	CBlock	Fa	Fa	No	Unf	0	Unf	0	1392	1392	GasA	Gd	Y	SBrkr	1392	0	0	1392	1	0	1	0	2	1	TA	5	Maj2	2	TA	Attchd	1968	RFn	2	576	TA	TA	Y	0	0	240	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	110000
664	85	RL	90	10012	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	SFoyer	4	5	1972	1972	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	Gd	TA	Av	BLQ	920	Rec	180	38	1138	GasA	TA	Y	SBrkr	1181	0	0	1181	1	0	2	0	3	1	TA	6	Typ	0	NA	Detchd	1974	RFn	2	588	TA	TA	Y	0	0	180	0	0	0	NA	MnPrv	NA	0	4	2008	WD	Normal	137500
665	20	RL	49	20896	Pave	NA	IR2	Lvl	AllPub	CulDSac	Gtl	Somerst	RRAn	Norm	1Fam	1Story	8	5	2005	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Ex	TA	Mn	GLQ	1721	Unf	0	356	2077	GasA	Ex	Y	SBrkr	2097	0	0	2097	1	0	1	1	1	1	Ex	8	Typ	1	Ex	Attchd	2005	Fin	3	1134	TA	TA	Y	192	267	0	0	0	0	NA	NA	NA	0	1	2006	New	Partial	423000
666	60	RL	106	11194	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	2Story	8	5	2000	2000	Gable	CompShg	VinylSd	VinylSd	BrkFace	40	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1406	1406	GasA	Ex	Y	SBrkr	1454	482	0	1936	0	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	2000	RFn	2	504	TA	TA	Y	188	124	0	0	0	0	NA	NA	NA	0	11	2006	WD	Normal	230500
667	60	RL	NA	18450	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	2Story	6	5	1965	1979	Flat	Tar&Grv	Plywood	Plywood	BrkCmn	113	TA	Gd	CBlock	Gd	TA	No	LwQ	187	Rec	723	111	1021	GasA	TA	Y	SBrkr	1465	915	0	2380	0	0	2	1	3	1	TA	7	Sev	1	Po	CarPort	1965	Unf	2	596	TA	TA	Y	0	265	0	0	0	0	NA	NA	NA	0	8	2007	WD	Abnorml	129000
668	20	RL	65	8125	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	1Story	6	5	1994	1998	Gable	CompShg	HdBoard	HdBoard	BrkFace	258	TA	TA	PConc	Gd	TA	No	GLQ	1138	Unf	0	270	1408	GasA	Ex	Y	SBrkr	1679	0	0	1679	1	0	2	0	3	1	Gd	7	Typ	1	Fa	Attchd	1994	RFn	2	575	TA	TA	Y	224	42	0	0	0	0	NA	NA	NA	0	10	2008	WD	Normal	193500
669	20	RL	NA	14175	Pave	NA	Reg	Bnk	AllPub	Corner	Mod	Sawyer	Norm	Norm	1Fam	1Story	5	6	1956	1987	Gable	CompShg	CemntBd	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Rec	988	Unf	0	200	1188	GasA	Gd	Y	SBrkr	1437	0	0	1437	1	0	1	1	3	1	TA	6	Min2	1	TA	Detchd	1999	Unf	2	576	TA	TA	Y	304	0	0	0	0	0	NA	NA	NA	0	11	2006	WD	Normal	168000
670	30	RL	80	11600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	1Story	4	5	1922	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	Fa	TA	No	Unf	0	Unf	0	700	700	GasA	Ex	Y	SBrkr	1180	0	0	1180	0	0	1	0	2	1	Fa	5	Typ	1	Gd	Detchd	1922	Unf	1	252	TA	Fa	Y	0	0	67	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	137500
671	60	RL	64	8633	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	CollgCr	Norm	Norm	1Fam	2Story	6	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	193	Unf	0	545	738	GasA	Ex	Y	SBrkr	738	738	0	1476	1	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	2005	Fin	2	540	TA	TA	Y	100	35	0	0	0	0	NA	NA	NA	0	2	2009	WD	Normal	173500
672	70	RH	54	6629	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Artery	Norm	1Fam	2Story	6	6	1925	1950	Gambrel	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Gd	BrkTil	TA	TA	No	BLQ	551	Unf	0	121	672	GasA	TA	N	SBrkr	697	672	0	1369	1	0	2	0	3	1	TA	6	Typ	0	NA	Detchd	1930	Unf	1	300	TA	TA	Y	147	0	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	103600
673	20	RL	NA	11250	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Veenker	Norm	Norm	1Fam	1Story	6	6	1977	1977	Gable	CompShg	Plywood	Plywood	None	0	Gd	TA	CBlock	Gd	TA	No	ALQ	767	Unf	0	441	1208	GasA	TA	Y	SBrkr	1208	0	0	1208	1	0	1	1	3	1	TA	6	Typ	1	TA	Attchd	1977	RFn	2	546	TA	TA	Y	198	42	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	165000
674	20	RL	110	14442	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	1Story	6	7	1957	2004	Hip	CompShg	CemntBd	CmentBd	BrkFace	106	TA	TA	PConc	TA	TA	No	GLQ	1186	Unf	0	291	1477	GasA	Ex	Y	SBrkr	1839	0	0	1839	1	0	2	0	3	1	Gd	7	Typ	2	TA	Attchd	1957	Fin	2	416	TA	TA	Y	0	87	0	0	200	0	NA	NA	NA	0	6	2007	WD	Normal	257500
675	20	RL	80	9200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	6	1965	1965	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	Rec	892	Unf	0	244	1136	GasA	TA	Y	SBrkr	1136	0	0	1136	1	0	1	0	3	1	TA	5	Typ	1	Gd	Attchd	1965	RFn	1	384	TA	TA	Y	426	0	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	140000
676	160	RL	24	2289	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NPkVill	Norm	Norm	Twnhs	2Story	6	6	1978	1978	Gable	CompShg	Plywood	Brk Cmn	None	0	TA	TA	CBlock	TA	TA	No	ALQ	311	Unf	0	544	855	GasA	TA	Y	SBrkr	855	586	0	1441	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1978	Unf	2	440	TA	TA	Y	28	0	0	0	0	0	NA	NA	NA	0	4	2009	WD	Normal	148500
677	70	RM	60	9600	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2Story	4	2	1900	1950	Gable	CompShg	AsbShng	Stucco	None	0	TA	TA	BrkTil	TA	Fa	No	Unf	0	Unf	0	1095	1095	GasW	Fa	N	SBrkr	1095	679	0	1774	1	0	2	0	4	2	TA	8	Min2	0	NA	2Types	1920	Unf	3	779	Fa	Fa	N	0	0	90	0	0	0	NA	NA	NA	0	5	2006	WD	Normal	87000
678	30	RL	52	9022	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	5	8	1924	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	768	768	GasA	Ex	Y	SBrkr	792	0	0	792	0	0	1	0	2	1	Gd	5	Typ	0	NA	Detchd	1924	Unf	1	240	Fa	Fa	N	316	0	120	0	0	0	NA	NA	NA	0	5	2009	WD	Normal	109500
679	20	RL	80	11844	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	StoneBr	Norm	Norm	1Fam	1Story	8	5	2008	2008	Hip	CompShg	VinylSd	VinylSd	Stone	464	Gd	TA	PConc	Ex	TA	Mn	Unf	0	Unf	0	2046	2046	GasA	Ex	Y	SBrkr	2046	0	0	2046	0	0	2	1	3	1	Gd	7	Typ	1	Gd	Attchd	2008	Fin	3	834	TA	TA	Y	322	82	0	0	0	0	NA	NA	NA	0	7	2009	New	Partial	372500
680	20	RL	NA	9945	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	5	1961	1961	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	57	TA	TA	CBlock	TA	TA	No	Rec	827	Unf	0	161	988	GasA	TA	Y	SBrkr	988	0	0	988	1	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1963	Unf	2	572	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	10	2007	WD	Normal	128500
681	120	RL	50	8012	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	TwnhsE	1Story	6	5	1980	1980	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	Gd	TA	No	BLQ	543	BLQ	119	261	923	GasA	TA	Y	SBrkr	923	0	0	923	0	0	2	0	2	1	TA	5	Typ	1	TA	Attchd	1980	RFn	1	264	TA	TA	Y	80	0	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	143000
682	50	RH	55	4500	Pave	Pave	IR2	Bnk	AllPub	Inside	Gtl	SWISU	Norm	Norm	1Fam	1.5Fin	5	5	1932	2000	Gable	CompShg	VinylSd	Stucco	None	0	TA	TA	BrkTil	TA	TA	No	Rec	182	Unf	0	611	793	GasA	Ex	Y	SBrkr	848	672	0	1520	0	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1968	Unf	1	281	TA	TA	Y	0	0	56	0	0	0	NA	NA	NA	0	7	2009	WD	Abnorml	159434
683	120	RL	NA	2887	Pave	NA	Reg	HLS	AllPub	Inside	Gtl	ClearCr	Norm	Norm	1Fam	1Story	6	5	1996	1997	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	Gd	TA	Mn	GLQ	1003	Unf	0	288	1291	GasA	Ex	Y	SBrkr	1291	0	0	1291	1	0	1	0	2	1	Gd	6	Typ	1	Gd	Attchd	1996	Unf	2	431	TA	TA	Y	307	0	0	0	0	0	NA	NA	NA	0	11	2008	WD	Normal	173000
684	20	RL	90	11248	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	1Story	9	5	2002	2002	Hip	CompShg	VinylSd	VinylSd	Stone	215	Gd	TA	PConc	Gd	TA	Av	GLQ	1059	Unf	0	567	1626	GasA	Ex	Y	SBrkr	1668	0	0	1668	1	0	2	0	3	1	Gd	7	Typ	1	TA	Attchd	2002	Fin	3	702	TA	TA	Y	257	45	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	285000
685	60	RL	58	16770	Pave	NA	IR2	Lvl	AllPub	CulDSac	Gtl	NoRidge	Norm	Norm	1Fam	2Story	7	5	1998	1998	Gable	CompShg	VinylSd	VinylSd	BrkFace	30	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1195	1195	GasA	Gd	Y	SBrkr	1195	644	0	1839	0	0	2	1	4	1	TA	7	Typ	0	NA	Attchd	1998	Fin	2	486	TA	TA	Y	0	81	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal	221000
686	160	RL	NA	5062	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	StoneBr	Norm	Norm	TwnhsE	2Story	7	5	1984	1984	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	CBlock	Gd	TA	Mn	GLQ	828	LwQ	182	180	1190	GasA	Gd	Y	SBrkr	1190	900	0	2090	1	0	2	0	3	1	Gd	6	Min1	1	TA	Attchd	1984	Fin	2	577	TA	TA	Y	219	0	0	0	0	0	NA	NA	NA	0	9	2007	WD	Normal	207500
687	60	FV	84	10207	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	7	6	2007	2007	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	874	874	GasA	Ex	Y	SBrkr	874	887	0	1761	0	0	3	0	3	1	Gd	7	Typ	0	NA	Attchd	2007	Fin	2	578	TA	TA	Y	144	105	0	0	0	0	NA	NA	NA	0	8	2007	New	Partial	227875
688	160	FV	NA	5105	Pave	NA	IR2	Lvl	AllPub	FR2	Gtl	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2004	2004	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	239	Unf	0	312	551	GasA	Ex	Y	SBrkr	551	551	0	1102	0	0	2	1	2	1	Gd	4	Typ	0	NA	Detchd	2004	Unf	2	480	TA	TA	Y	0	60	0	0	0	0	NA	NA	NA	0	3	2007	WD	Normal	148800
689	20	RL	60	8089	Pave	NA	Reg	HLS	AllPub	Inside	Gtl	StoneBr	Norm	Norm	1Fam	1Story	8	6	2007	2007	Gable	CompShg	MetalSd	MetalSd	BrkFace	0	Gd	TA	PConc	Gd	TA	Av	GLQ	945	Unf	0	474	1419	GasA	Ex	Y	SBrkr	1419	0	0	1419	1	0	2	0	2	1	Gd	7	Typ	1	Gd	Attchd	2007	RFn	2	567	TA	TA	Y	140	0	0	0	0	0	NA	NA	NA	0	10	2007	New	Partial	392000
690	120	RL	61	7577	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	6	5	2005	2006	Gable	CompShg	VinylSd	VinylSd	Stone	256	Gd	TA	PConc	Gd	TA	Av	ALQ	20	Unf	0	1342	1362	GasA	Ex	Y	SBrkr	1362	0	0	1362	0	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2005	RFn	2	460	TA	TA	Y	192	28	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	194700
691	120	RM	NA	4426	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	TwnhsE	1Story	6	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	BrkFace	147	Gd	TA	PConc	Gd	TA	Gd	GLQ	697	Unf	0	151	848	GasA	Ex	Y	SBrkr	848	0	0	848	1	0	1	0	1	1	Gd	3	Typ	1	TA	Attchd	2004	RFn	2	420	TA	TA	Y	149	0	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal	141000
692	60	RL	104	21535	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NoRidge	Norm	Norm	1Fam	2Story	10	6	1994	1995	Gable	WdShngl	HdBoard	HdBoard	BrkFace	1170	Ex	TA	PConc	Ex	TA	Gd	GLQ	1455	Unf	0	989	2444	GasA	Ex	Y	SBrkr	2444	1872	0	4316	0	1	3	1	4	1	Ex	10	Typ	2	Ex	Attchd	1994	Fin	3	832	TA	TA	Y	382	50	0	0	0	0	NA	NA	NA	0	1	2007	WD	Normal	755000
693	60	RL	42	26178	Pave	NA	IR1	Lvl	AllPub	Inside	Mod	Timber	Norm	Norm	1Fam	2Story	7	5	1989	1990	Hip	CompShg	MetalSd	MetalSd	BrkFace	293	Gd	TA	PConc	Gd	TA	Gd	GLQ	965	Unf	0	245	1210	GasA	Ex	Y	SBrkr	1238	1281	0	2519	1	0	2	1	4	1	Gd	9	Typ	2	Gd	Attchd	1989	RFn	2	628	TA	TA	Y	320	27	0	0	0	0	NA	NA	NA	0	4	2006	WD	Normal	335000
694	30	RL	60	5400	Pave	NA	Reg	Lvl	AllPub	Corner	Sev	OldTown	Norm	Norm	1Fam	1Story	5	6	1921	1968	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	1073	1073	GasA	Ex	Y	SBrkr	1073	0	0	1073	0	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1968	Unf	1	326	TA	TA	Y	0	0	112	0	0	0	NA	NA	NA	0	12	2006	WD	Abnorml	108480
695	50	RM	51	6120	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	5	6	1936	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Fa	BrkTil	TA	TA	No	Unf	0	Unf	0	927	927	GasA	TA	Y	SBrkr	1067	472	0	1539	0	0	1	1	3	1	TA	5	Typ	0	NA	Detchd	1995	Unf	2	576	TA	TA	Y	112	0	0	0	0	0	NA	MnPrv	NA	0	4	2009	WD	Normal	141500
696	20	RL	54	13811	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	6	6	1987	1987	Gable	CompShg	HdBoard	HdBoard	BrkFace	72	TA	TA	CBlock	Gd	Gd	No	GLQ	980	LwQ	40	92	1112	GasA	Gd	Y	SBrkr	1137	0	0	1137	1	0	2	0	2	1	Gd	5	Typ	1	TA	Attchd	1987	Unf	2	551	TA	TA	Y	125	0	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	176000
697	30	RM	50	6000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1Story	5	7	1921	1950	Gable	CompShg	Wd Sdng	Wd Shng	None	0	TA	TA	CBlock	TA	TA	No	LwQ	616	Unf	0	0	616	GasA	Gd	Y	SBrkr	616	0	0	616	0	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1921	Unf	1	205	TA	TA	Y	0	0	129	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	89000
698	20	RL	57	6420	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	5	7	1952	1952	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	Ex	Gd	Mn	LwQ	210	ALQ	551	219	980	GasA	Fa	Y	FuseA	1148	0	0	1148	0	1	1	0	2	1	TA	6	Typ	0	NA	Detchd	1952	Unf	1	308	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	9	2006	WD	Normal	123500
699	20	RL	65	8450	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	RRAe	Norm	1Fam	1Story	5	8	1965	2009	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	No	GLQ	553	BLQ	117	224	894	GasA	Ex	Y	SBrkr	894	0	0	894	1	0	1	0	3	1	TA	5	Typ	1	Gd	Detchd	1973	Unf	1	336	TA	TA	Y	416	144	0	0	0	0	NA	MnPrv	NA	0	4	2010	WD	Normal	138500
700	120	FV	59	4282	Pave	Pave	IR2	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	TwnhsE	1Story	7	5	2004	2004	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	TA	PConc	Gd	TA	Mn	GLQ	16	Unf	0	1375	1391	GasA	Ex	Y	SBrkr	1391	0	0	1391	0	0	2	0	2	1	Gd	5	Typ	0	NA	Attchd	2004	RFn	2	530	TA	TA	Y	156	158	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	196000
701	20	RL	85	14331	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	8	5	2002	2002	Hip	CompShg	VinylSd	VinylSd	BrkFace	630	Gd	TA	PConc	Ex	TA	Gd	GLQ	1274	Unf	0	526	1800	GasA	Ex	Y	SBrkr	1800	0	0	1800	1	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2002	Fin	3	765	TA	TA	Y	270	78	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal	312500
702	20	RL	80	9600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	7	5	1969	1969	Hip	CompShg	HdBoard	HdBoard	BrkFace	168	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1164	1164	GasA	TA	Y	SBrkr	1164	0	0	1164	0	0	1	1	3	1	TA	6	Typ	0	NA	Attchd	1969	Unf	2	528	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2006	COD	Normal	140000
703	60	RL	82	12438	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	StoneBr	Norm	Norm	1Fam	2Story	8	5	2006	2006	Hip	CompShg	VinylSd	VinylSd	BrkFace	466	Ex	TA	PConc	Ex	Gd	No	Unf	0	Unf	0	1234	1234	GasA	Ex	Y	SBrkr	1264	1312	0	2576	0	0	2	1	4	1	Ex	10	Typ	1	Gd	BuiltIn	2006	Fin	3	666	TA	TA	Y	324	100	0	0	0	0	NA	NA	NA	0	7	2006	New	Partial	361919
704	190	RM	76	7630	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Feedr	Norm	2fmCon	2Story	5	9	1900	1996	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Gd	BrkTil	Gd	TA	No	Unf	0	Unf	0	360	360	GasA	Gd	Y	SBrkr	1032	780	0	1812	0	0	2	0	4	2	Gd	8	Typ	1	Po	Detchd	1999	Unf	2	672	TA	TA	N	344	0	40	0	0	0	NA	MnPrv	NA	0	5	2010	WD	Normal	140000
705	20	RL	70	8400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2004	2005	Gable	CompShg	VinylSd	VinylSd	BrkFace	109	Gd	TA	PConc	Gd	TA	Av	GLQ	712	Unf	0	761	1473	GasA	Ex	Y	SBrkr	1484	0	0	1484	1	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2004	RFn	2	606	TA	TA	Y	0	35	0	144	0	0	NA	NA	NA	0	5	2010	WD	Normal	213000
706	190	RM	70	5600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	2fmCon	2Story	4	5	1930	1950	Hip	CompShg	VinylSd	Wd Shng	None	0	Fa	Fa	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	Fa	N	SBrkr	372	720	0	1092	0	0	2	0	3	2	Fa	7	Mod	0	NA	NA	NA	NA	0	0	NA	NA	N	0	0	0	0	0	0	NA	NA	Othr	3500	7	2010	WD	Normal	55000
707	20	RL	NA	115149	Pave	NA	IR2	Low	AllPub	CulDSac	Sev	ClearCr	Norm	Norm	1Fam	1Story	7	5	1971	2002	Gable	CompShg	Plywood	Plywood	Stone	351	TA	TA	CBlock	Gd	TA	Gd	GLQ	1219	Unf	0	424	1643	GasA	TA	Y	SBrkr	1824	0	0	1824	1	0	2	0	2	1	Gd	5	Typ	2	TA	Attchd	1971	Unf	2	739	TA	TA	Y	380	48	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	302000
708	120	RL	48	6240	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	8	5	2006	2006	Hip	CompShg	MetalSd	MetalSd	BrkFace	176	Gd	TA	PConc	Gd	TA	No	GLQ	863	Unf	0	461	1324	GasA	Ex	Y	SBrkr	1324	0	0	1324	1	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2006	Fin	2	550	TA	TA	Y	192	38	0	0	0	0	NA	NA	NA	0	12	2009	WD	Normal	254000
709	60	RL	65	9018	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	2007	2007	Hip	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	728	728	GasA	Ex	Y	SBrkr	728	728	0	1456	0	0	2	1	3	1	Gd	8	Typ	1	Gd	Attchd	2007	Fin	2	400	TA	TA	Y	100	24	0	0	0	0	NA	NA	NA	0	7	2007	New	Partial	179540
710	20	RL	NA	7162	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	7	1966	1966	Gable	CompShg	HdBoard	HdBoard	BrkCmn	41	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	876	876	GasA	TA	Y	SBrkr	904	0	0	904	0	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1966	Unf	1	408	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	12	2008	WD	Abnorml	109900
711	30	RL	56	4130	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1Story	3	6	1935	2003	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	CBlock	TA	TA	No	Unf	0	Unf	0	270	270	GasA	Gd	Y	SBrkr	729	0	0	729	0	0	1	0	2	1	TA	5	Maj2	0	NA	NA	NA	NA	0	0	NA	NA	N	0	0	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	52000
712	50	C (all)	66	8712	Pave	Pave	Reg	HLS	AllPub	Inside	Mod	IDOTRR	Norm	Norm	1Fam	1.5Fin	4	7	1900	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	Stone	TA	TA	Mn	Unf	0	Unf	0	859	859	GasA	Gd	Y	SBrkr	859	319	0	1178	0	0	1	0	2	1	TA	7	Typ	0	NA	Detchd	1964	RFn	1	384	TA	TA	N	68	0	98	0	0	0	NA	NA	NA	0	1	2010	WD	Abnorml	102776
713	120	RL	40	4671	Pave	NA	IR1	HLS	AllPub	Inside	Gtl	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1988	1989	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	PConc	Gd	TA	Mn	GLQ	767	Unf	0	461	1228	GasA	Gd	Y	SBrkr	1228	0	0	1228	1	0	2	0	2	1	Gd	5	Typ	1	Gd	Attchd	1988	Fin	2	472	TA	TA	Y	168	120	0	0	0	0	NA	NA	NA	0	10	2008	WD	Normal	189000
714	190	RL	60	9873	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	RRAn	Norm	2fmCon	1Story	4	5	1970	1970	Gable	CompShg	HdBoard	HdBoard	BrkFace	160	TA	TA	CBlock	TA	TA	Av	ALQ	789	Unf	0	171	960	GasW	TA	N	SBrkr	960	0	0	960	1	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1970	Unf	2	576	TA	TA	Y	0	288	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal	129000
715	60	RL	NA	13517	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Sawyer	RRAe	Norm	1Fam	2Story	6	8	1976	2005	Gable	CompShg	HdBoard	Plywood	BrkFace	289	Gd	TA	CBlock	TA	TA	No	GLQ	533	Unf	0	192	725	GasA	Ex	Y	SBrkr	725	754	0	1479	0	0	2	1	3	1	Gd	6	Typ	0	NA	Attchd	1976	RFn	2	475	TA	TA	Y	0	44	0	0	0	0	NA	NA	NA	0	3	2010	WD	Normal	130500
716	20	RL	78	10140	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	6	5	1974	1974	Hip	CompShg	HdBoard	HdBoard	BrkFace	174	TA	TA	CBlock	Gd	TA	No	Unf	0	Unf	0	1064	1064	GasA	TA	Y	SBrkr	1350	0	0	1350	0	0	2	0	3	1	TA	7	Typ	1	TA	Attchd	1974	RFn	2	478	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	8	2009	WD	Normal	165000
717	70	RM	60	10800	Pave	Grvl	Reg	Bnk	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2Story	7	8	1890	1998	Gable	CompShg	Wd Sdng	VinylSd	None	0	TA	Gd	BrkTil	TA	TA	No	Unf	0	Unf	0	718	718	GasA	Ex	Y	SBrkr	1576	978	0	2554	0	0	1	1	3	1	TA	8	Typ	0	NA	Detchd	1996	Unf	2	704	TA	TA	P	0	48	143	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	159500
718	20	RL	80	10000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	5	6	1973	2000	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	Gd	TA	No	BLQ	1084	Unf	0	92	1176	GasA	Gd	Y	SBrkr	1178	0	0	1178	0	1	1	1	3	1	Gd	5	Typ	1	Fa	Attchd	1973	Unf	2	439	TA	TA	Y	224	0	0	0	0	0	NA	MnPrv	NA	0	11	2008	WD	Normal	157000
719	60	RL	96	10542	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	7	5	1993	1994	Hip	CompShg	Wd Sdng	ImStucc	BrkFace	651	Gd	TA	PConc	Gd	TA	Gd	GLQ	1173	Unf	0	138	1311	GasA	Ex	Y	SBrkr	1325	1093	0	2418	1	0	2	1	3	1	Gd	9	Typ	1	TA	Attchd	1993	RFn	3	983	TA	TA	Y	250	154	216	0	0	0	NA	NA	NA	0	8	2008	WD	Normal	341000
720	20	RL	69	9920	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	6	1969	1969	Gable	CompShg	HdBoard	Plywood	None	0	TA	TA	CBlock	Gd	TA	Gd	ALQ	523	Unf	0	448	971	GasA	TA	Y	SBrkr	971	0	0	971	0	0	1	1	3	1	TA	5	Typ	1	Po	Attchd	1969	Unf	1	300	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal	128500
721	120	RL	NA	6563	Pave	NA	IR1	Low	AllPub	CulDSac	Mod	StoneBr	Norm	Norm	1Fam	1Story	8	5	1985	1985	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	PConc	Gd	TA	Gd	GLQ	1148	Unf	0	594	1742	GasA	TA	Y	SBrkr	1742	0	0	1742	1	0	2	0	2	1	Gd	5	Typ	1	TA	Attchd	1985	RFn	2	564	TA	TA	Y	114	28	234	0	0	0	NA	NA	NA	0	12	2006	WD	Normal	275000
722	120	RM	NA	4426	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	TwnhsE	1Story	6	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	BrkFace	169	Gd	TA	PConc	Gd	TA	Av	GLQ	662	Unf	0	186	848	GasA	Ex	Y	SBrkr	848	0	0	848	1	0	1	0	1	1	Gd	3	Typ	0	NA	Attchd	2004	RFn	2	420	TA	TA	Y	160	0	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	143000
723	20	RL	70	8120	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	7	1970	1970	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	No	ALQ	191	Unf	0	673	864	GasA	Ex	Y	SBrkr	864	0	0	864	0	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1994	Unf	2	463	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	124500
724	50	RL	60	8172	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1.5Fin	4	6	1954	1972	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	941	941	GasA	Ex	Y	SBrkr	997	473	0	1470	0	0	2	0	4	1	TA	7	Typ	0	NA	Detchd	1958	Unf	1	548	TA	TA	Y	0	0	0	0	156	0	NA	NA	NA	0	5	2008	WD	Normal	135000
725	20	RL	86	13286	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	9	5	2007	2008	Hip	CompShg	CemntBd	CmentBd	Stone	340	Ex	TA	PConc	Ex	TA	No	GLQ	1234	Unf	0	464	1698	GasA	Ex	Y	SBrkr	1698	0	0	1698	1	0	2	0	3	1	Ex	8	Typ	1	Gd	Attchd	2007	Fin	3	768	TA	TA	Y	327	64	0	0	0	0	NA	NA	NA	0	2	2009	WD	Normal	320000
726	20	RL	60	6960	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	6	1970	1970	Gable	CompShg	HdBoard	Plywood	None	0	TA	TA	CBlock	TA	TA	No	ALQ	375	BLQ	239	250	864	GasA	TA	Y	SBrkr	864	0	0	864	0	0	1	0	3	1	Gd	5	Typ	0	NA	Detchd	1989	Unf	2	660	TA	TA	Y	96	0	0	0	0	0	NA	NA	Shed	500	11	2009	WD	Normal	120500
727	20	RL	NA	21695	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Crawfor	Norm	Norm	1Fam	1Story	6	9	1988	2007	Hip	CompShg	Wd Sdng	Plywood	BrkFace	260	Gd	Gd	CBlock	Gd	TA	No	GLQ	808	Unf	0	72	880	GasA	Ex	Y	SBrkr	1680	0	0	1680	1	0	2	0	3	1	Gd	5	Typ	1	Gd	Attchd	1988	Fin	2	540	TA	TA	Y	292	44	0	182	0	0	NA	NA	NA	0	12	2009	WD	Normal	222000
728	20	RL	64	7314	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2007	2007	Gable	CompShg	VinylSd	VinylSd	Stone	82	Gd	TA	PConc	Gd	TA	Av	GLQ	724	Unf	0	508	1232	GasA	Ex	Y	SBrkr	1232	0	0	1232	1	0	2	0	2	1	Gd	6	Typ	0	NA	Attchd	2007	RFn	2	632	TA	TA	Y	132	0	0	0	0	0	NA	NA	NA	0	2	2009	WD	Normal	194500
729	90	RL	85	11475	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	Duplex	1Story	5	5	1958	1958	Gable	CompShg	VinylSd	VinylSd	BrkFace	95	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1584	1584	GasA	TA	Y	SBrkr	1776	0	0	1776	1	0	2	0	4	2	TA	9	Typ	0	NA	Detchd	1968	Unf	3	888	TA	TA	Y	0	25	0	0	0	0	NA	NA	NA	0	7	2009	COD	Abnorml	110000
730	30	RM	52	6240	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1.5Fin	4	5	1925	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	BLQ	152	Unf	0	628	780	GasA	TA	Y	FuseA	848	0	360	1208	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1962	Unf	2	539	TA	TA	Y	0	23	112	0	0	0	NA	NA	NA	0	1	2009	WD	Normal	103000
731	120	RL	39	5389	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1995	1996	Gable	CompShg	CemntBd	CmentBd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	1180	Unf	0	415	1595	GasA	Ex	Y	SBrkr	1616	0	0	1616	1	0	2	0	2	1	Gd	5	Typ	1	TA	Attchd	1995	RFn	2	608	TA	TA	Y	237	152	0	0	0	0	NA	NA	NA	0	3	2010	WD	Normal	236500
732	80	RL	73	9590	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Timber	Norm	Norm	1Fam	SLvl	7	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	BrkFace	442	Gd	TA	PConc	Ex	TA	Av	GLQ	786	Unf	0	82	868	GasA	Ex	Y	SBrkr	1146	0	0	1146	1	0	2	0	3	1	Gd	6	Typ	1	Gd	Attchd	2003	Fin	2	438	TA	TA	Y	160	22	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	187500
733	60	RL	75	11404	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	1998	1999	Gable	CompShg	VinylSd	VinylSd	BrkFace	202	Gd	TA	PConc	Gd	TA	Av	ALQ	252	Unf	0	901	1153	GasA	Ex	Y	SBrkr	1153	878	0	2031	0	0	2	1	3	1	Gd	8	Typ	1	TA	Attchd	1998	Fin	2	541	TA	TA	Y	192	84	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	222500
734	20	RL	80	10000	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Sawyer	Feedr	Norm	1Fam	1Story	5	6	1961	1983	Hip	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	BLQ	594	Unf	0	270	864	GasA	Ex	Y	SBrkr	1144	0	0	1144	1	0	1	0	3	1	TA	6	Typ	1	TA	Attchd	1961	RFn	1	264	TA	TA	Y	165	0	0	0	0	0	NA	GdWo	Shed	400	3	2009	WD	Normal	131400
735	20	RL	NA	8978	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	5	1968	1968	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	948	948	GasA	TA	Y	SBrkr	948	0	0	948	0	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1968	Unf	1	300	TA	TA	Y	147	0	0	0	0	0	NA	NA	NA	0	5	2007	WD	Family	108000
736	75	RM	60	10800	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2.5Unf	7	7	1914	1970	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	Gd	TA	Mn	Rec	390	Unf	0	490	880	GasW	Fa	N	SBrkr	880	888	0	1768	0	0	1	1	2	1	TA	6	Typ	2	TA	Detchd	1914	Unf	2	320	TA	TA	N	0	341	0	0	0	0	NA	NA	NA	0	10	2006	WD	Normal	163000
737	90	RL	60	8544	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	Duplex	1Story	3	4	1950	1950	Gable	CompShg	Stucco	Stone	None	0	TA	TA	CBlock	NA	NA	NA	NA	0	NA	0	0	0	GasA	Gd	N	FuseF	1040	0	0	1040	0	0	2	0	2	2	TA	6	Typ	0	NA	Detchd	1949	Unf	2	400	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	93500
738	60	RL	72	10463	Pave	NA	IR1	HLS	AllPub	CulDSac	Gtl	Gilbert	Norm	Norm	1Fam	2Story	8	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	893	893	GasA	Ex	Y	SBrkr	901	900	0	1801	0	0	2	1	3	1	Gd	8	Typ	1	Gd	Attchd	2005	Fin	3	800	TA	TA	Y	0	116	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	239900
739	90	RL	60	10800	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	Duplex	1Story	5	5	1987	1988	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	Gd	Gd	Gd	GLQ	1200	Unf	0	0	1200	GasA	TA	Y	SBrkr	1200	0	0	1200	3	0	3	0	3	1	TA	5	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	120	0	0	0	0	0	NA	NA	NA	0	3	2009	WD	Alloca	179000
740	60	RL	65	9313	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	864	864	GasA	Ex	Y	SBrkr	864	864	0	1728	0	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	2004	RFn	2	572	TA	TA	Y	187	56	0	0	0	0	NA	NA	NA	0	4	2009	WD	Normal	190000
741	70	RM	60	9600	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2Story	5	7	1910	2002	Gable	CompShg	Wd Sdng	Wd Shng	None	0	TA	Gd	BrkTil	Fa	Fa	No	Unf	0	Unf	0	264	264	GasA	Ex	Y	SBrkr	768	664	0	1432	0	0	2	0	2	1	TA	7	Typ	0	NA	Detchd	1910	Unf	2	360	TA	Gd	Y	270	0	112	0	0	0	NA	GdPrv	NA	0	5	2007	WD	Abnorml	132000
742	20	RL	65	6768	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Feedr	Norm	1Fam	1Story	6	8	1961	1996	Hip	CompShg	HdBoard	HdBoard	None	0	TA	Gd	CBlock	TA	TA	Mn	GLQ	832	Unf	0	80	912	GasA	Gd	Y	SBrkr	912	0	0	912	1	1	1	0	3	1	Gd	5	Typ	0	NA	Detchd	1962	Unf	1	288	TA	TA	Y	168	0	0	0	0	0	NA	GdPrv	NA	0	5	2008	WD	Normal	142000
743	20	RL	65	8450	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	1Story	7	5	2000	2001	Gable	CompShg	VinylSd	VinylSd	BrkFace	108	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1349	1349	GasA	Ex	Y	SBrkr	1349	0	0	1349	0	0	2	0	3	1	TA	6	Typ	0	NA	Attchd	2000	Unf	2	539	TA	TA	Y	120	55	0	0	0	0	NA	GdPrv	NA	0	12	2007	WD	Normal	179000
744	80	RL	70	12886	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	SLvl	5	6	1963	1999	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	Gd	TA	Av	ALQ	444	Unf	0	76	520	GasA	Ex	Y	SBrkr	1464	0	0	1464	0	1	2	0	3	1	TA	6	Min2	1	TA	Attchd	1997	RFn	2	480	TA	TA	Y	302	0	0	0	100	0	NA	NA	NA	0	10	2009	WD	Normal	175000
745	120	RL	41	5395	Pave	NA	IR1	HLS	AllPub	Inside	Gtl	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1993	1993	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	733	Unf	0	604	1337	GasA	Gd	Y	SBrkr	1337	0	0	1337	1	0	2	0	2	1	Gd	5	Typ	1	TA	Attchd	1993	RFn	2	462	TA	TA	Y	96	0	70	168	0	0	NA	NA	NA	0	10	2008	WD	Normal	180000
746	60	RL	NA	8963	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	2Story	8	9	1976	1996	Hip	CompShg	VinylSd	VinylSd	BrkFace	289	Ex	Gd	CBlock	TA	Gd	No	GLQ	575	ALQ	80	487	1142	GasA	Ex	Y	SBrkr	1175	1540	0	2715	0	1	3	1	4	1	Gd	11	Typ	2	TA	BuiltIn	1994	Fin	2	831	TA	TA	Y	0	204	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	299800
747	60	RL	NA	8795	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	2000	2000	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	300	Unf	0	652	952	GasA	Ex	Y	SBrkr	980	1276	0	2256	0	0	2	1	4	1	Gd	8	Typ	1	TA	BuiltIn	2000	Fin	2	554	TA	TA	Y	224	54	0	0	0	0	NA	NA	NA	0	4	2009	WD	Normal	236000
748	70	RM	65	11700	Pave	Pave	IR1	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	2Story	7	7	1880	2003	Mansard	CompShg	Stucco	Stucco	None	0	Gd	TA	Stone	TA	Fa	No	Unf	0	Unf	0	1240	1240	GasW	TA	N	SBrkr	1320	1320	0	2640	0	0	1	1	4	1	Gd	8	Typ	1	Gd	Detchd	1950	Unf	4	864	TA	TA	N	181	0	386	0	0	0	NA	NA	NA	0	5	2009	WD	Normal	265979
749	20	RL	59	10593	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	1Story	7	5	1996	1996	Hip	CompShg	VinylSd	VinylSd	BrkFace	338	Gd	TA	PConc	Gd	TA	No	GLQ	919	Unf	0	801	1720	GasA	Ex	Y	SBrkr	1720	0	0	1720	1	0	2	0	3	1	Gd	7	Typ	1	TA	Attchd	1996	Fin	2	527	TA	TA	Y	240	56	154	0	0	0	NA	NA	NA	0	3	2010	WD	Normal	260400
750	50	RL	50	8405	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1.5Fin	4	3	1945	1950	Gable	CompShg	WdShing	Wd Shng	None	0	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	Wall	TA	N	FuseF	1088	441	0	1529	0	0	2	0	4	1	TA	9	Mod	0	NA	Detchd	1945	Unf	1	240	TA	TA	N	92	0	185	0	0	0	NA	NA	NA	0	4	2009	WD	Normal	98000
751	50	RM	55	8800	Pave	Grvl	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	4	7	1910	2004	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	Fa	No	Unf	0	Unf	0	576	576	GasA	Gd	Y	SBrkr	792	348	0	1140	0	0	1	0	3	1	TA	7	Min2	0	NA	NA	NA	NA	0	0	NA	NA	N	0	160	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal	96500
752	60	RL	NA	7750	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Gilbert	RRAn	Norm	1Fam	2Story	7	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	660	660	GasA	Ex	Y	SBrkr	660	660	0	1320	0	0	2	1	3	1	Gd	6	Typ	0	NA	Attchd	2003	Fin	2	400	TA	TA	Y	0	48	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal	162000
753	20	RL	79	9236	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	6	5	1997	1997	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	PConc	Gd	TA	Gd	GLQ	1200	Unf	0	279	1479	GasA	Ex	Y	SBrkr	1494	0	0	1494	1	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	1997	RFn	2	576	TA	TA	Y	168	27	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	217000
754	60	RL	80	10240	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	8	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	BrkFace	178	Gd	TA	PConc	Gd	TA	Mn	Unf	0	Unf	0	1030	1030	GasA	Gd	Y	SBrkr	1038	1060	0	2098	0	0	2	1	3	1	Ex	8	Typ	1	Gd	Attchd	2005	RFn	3	878	TA	TA	Y	192	52	0	0	0	0	NA	NA	NA	0	3	2006	WD	Normal	275500
755	20	RL	61	7930	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	8	1969	2005	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	TA	TA	No	GLQ	439	LwQ	472	115	1026	GasA	Gd	Y	SBrkr	1026	0	0	1026	1	0	1	0	3	1	Gd	5	Typ	0	NA	Detchd	1969	RFn	2	440	TA	TA	Y	171	48	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	156000
756	160	FV	34	3230	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	TwnhsE	2Story	6	5	1999	1999	Gable	CompShg	MetalSd	MetalSd	BrkFace	894	TA	TA	PConc	Gd	TA	No	GLQ	381	Unf	0	348	729	GasA	Gd	Y	SBrkr	742	729	0	1471	0	0	2	1	3	1	TA	6	Typ	0	NA	Detchd	1999	Unf	2	440	TA	TA	Y	0	24	0	0	0	0	NA	NA	NA	0	3	2009	WD	Normal	172500
757	60	RL	68	10769	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	8	5	2007	2007	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	20	Unf	0	846	866	GasA	Ex	Y	SBrkr	866	902	0	1768	0	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	2007	RFn	2	578	TA	TA	Y	144	105	0	0	0	0	NA	NA	NA	0	4	2009	WD	Normal	212000
758	60	RL	NA	11616	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Sawyer	Norm	Norm	1Fam	2Story	6	5	1978	1978	Hip	CompShg	HdBoard	HdBoard	BrkCmn	328	TA	TA	CBlock	TA	TA	Mn	Rec	438	Unf	0	234	672	GasA	TA	Y	SBrkr	672	714	0	1386	0	0	2	1	3	1	TA	6	Typ	1	TA	Attchd	1978	Fin	2	440	TA	TA	Y	335	0	0	0	0	0	NA	GdPrv	NA	0	4	2010	WD	Abnorml	158900
759	160	FV	24	2280	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	Twnhs	2Story	7	5	1999	1999	Gable	CompShg	MetalSd	MetalSd	BrkFace	360	TA	TA	PConc	Gd	TA	No	ALQ	549	Unf	0	195	744	GasA	Gd	Y	SBrkr	757	744	0	1501	0	0	2	1	3	1	TA	6	Typ	0	NA	Detchd	1999	Unf	2	440	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	8	2008	WD	Normal	179400
760	60	RL	65	12257	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1995	1995	Gable	CompShg	VinylSd	VinylSd	BrkFace	513	Gd	TA	PConc	Gd	TA	Av	LwQ	56	ALQ	64	1198	1318	GasA	Ex	Y	SBrkr	1328	1203	0	2531	0	0	2	1	4	1	Gd	9	Typ	1	TA	Attchd	1995	RFn	3	752	TA	TA	Y	222	98	0	0	0	0	NA	NA	NA	0	11	2007	WD	Normal	290000
761	20	RL	70	9100	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	6	1959	1959	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Rec	612	Unf	0	252	864	GasA	Ex	Y	SBrkr	864	0	0	864	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	2008	Unf	1	300	Ex	Ex	Y	0	0	0	0	0	0	NA	NA	Shed	450	10	2009	WD	Normal	127500
762	30	RM	60	6911	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	BrkSide	Feedr	Norm	1Fam	1Story	5	5	1924	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	TA	TA	Mn	LwQ	405	Unf	0	740	1145	GasA	TA	Y	SBrkr	1301	0	0	1301	0	0	1	0	2	1	Fa	5	Min1	0	NA	Detchd	1965	Unf	2	440	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	10	2009	WD	Normal	100000
763	60	FV	72	8640	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	7	5	2009	2009	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	Mn	GLQ	24	Unf	0	732	756	GasA	Ex	Y	SBrkr	764	783	0	1547	0	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	2009	Unf	2	614	TA	TA	Y	169	45	0	0	0	0	NA	NA	NA	0	6	2010	Con	Normal	215200
764	60	RL	82	9430	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1999	1999	Gable	CompShg	VinylSd	VinylSd	BrkFace	673	Gd	TA	PConc	Gd	TA	Mn	GLQ	1163	Unf	0	89	1252	GasA	Ex	Y	SBrkr	1268	1097	0	2365	1	0	2	1	3	1	Gd	8	Typ	1	Gd	Attchd	1999	RFn	3	856	TA	TA	Y	0	128	0	0	180	0	NA	NA	NA	0	7	2009	WD	Normal	337000
765	120	RL	30	9549	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Veenker	Norm	Norm	TwnhsE	1Story	8	5	1995	1996	Hip	CompShg	BrkFace	BrkFace	None	0	Gd	Gd	PConc	Gd	Gd	Av	LwQ	437	GLQ	1057	0	1494	GasA	Ex	Y	SBrkr	1494	0	0	1494	1	0	1	1	2	1	Ex	6	Typ	1	Gd	Attchd	1995	Fin	2	481	TA	TA	Y	0	30	0	0	216	0	NA	NA	NA	0	4	2006	WD	Normal	270000
766	20	RL	75	14587	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	9	5	2008	2008	Gable	CompShg	VinylSd	VinylSd	Stone	284	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1498	1498	GasA	Ex	Y	SBrkr	1506	0	0	1506	0	0	2	0	2	1	Ex	6	Typ	1	Gd	Attchd	2008	Fin	2	592	TA	TA	Y	0	174	0	0	0	0	NA	NA	NA	0	8	2008	New	Partial	264132
767	60	RL	80	10421	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	2Story	7	5	1988	1988	Gable	CompShg	HdBoard	HdBoard	BrkFace	42	TA	TA	CBlock	Gd	TA	No	GLQ	394	Unf	0	586	980	GasA	TA	Y	SBrkr	980	734	0	1714	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1988	Unf	2	496	TA	TA	Y	228	66	156	0	0	0	NA	MnPrv	Shed	500	3	2010	WD	Normal	196500
768	50	RL	75	12508	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	1.5Fin	6	7	1940	1985	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	Gd	TA	Mn	ALQ	660	Unf	0	323	983	GasA	Ex	Y	SBrkr	983	767	0	1750	1	0	2	0	4	1	TA	7	Mod	0	NA	Attchd	1989	Unf	1	423	TA	TA	Y	245	0	156	0	0	0	NA	NA	Shed	1300	7	2008	WD	Normal	160000
769	20	RL	70	9100	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2004	2005	Hip	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	24	Unf	0	1836	1860	GasA	Ex	Y	SBrkr	1836	0	0	1836	0	0	2	0	3	1	Gd	8	Typ	1	Gd	Attchd	2004	Fin	2	484	TA	TA	Y	120	33	0	0	0	0	NA	NA	NA	0	10	2006	WD	Normal	216837
770	60	RL	47	53504	Pave	NA	IR2	HLS	AllPub	CulDSac	Mod	StoneBr	Norm	Norm	1Fam	2Story	8	5	2003	2003	Hip	CompShg	CemntBd	Wd Shng	BrkFace	603	Ex	TA	PConc	Gd	TA	Gd	ALQ	1416	Unf	0	234	1650	GasA	Ex	Y	SBrkr	1690	1589	0	3279	1	0	3	1	4	1	Ex	12	Mod	1	Gd	BuiltIn	2003	Fin	3	841	TA	TA	Y	503	36	0	0	210	0	NA	NA	NA	0	6	2010	WD	Normal	538000
771	85	RL	NA	7252	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Sawyer	Norm	Norm	1Fam	SFoyer	5	5	1982	1982	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	Gd	TA	Av	GLQ	685	Unf	0	173	858	GasA	TA	Y	SBrkr	858	0	0	858	1	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1983	Unf	2	576	TA	TA	Y	120	0	0	0	0	0	NA	NA	NA	0	4	2009	WD	Normal	134900
772	20	RL	67	8877	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	4	5	1951	1951	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	Fa	Fa	No	LwQ	836	Unf	0	0	836	GasA	TA	Y	FuseF	1220	0	0	1220	0	0	1	0	2	1	TA	6	Typ	0	NA	Detchd	1951	Unf	2	396	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2006	COD	Normal	102000
773	80	RL	94	7819	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	SLvl	6	5	1976	1976	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	TA	TA	Av	ALQ	422	BLQ	127	480	1029	GasA	TA	Y	SBrkr	1117	0	0	1117	1	0	1	0	3	1	TA	6	Typ	1	TA	Detchd	1976	Unf	2	672	TA	TA	Y	144	0	0	0	0	0	NA	MnPrv	NA	0	3	2010	WD	Abnorml	107000
774	20	RL	70	10150	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Feedr	Norm	1Fam	1Story	5	5	1958	1958	Gable	CompShg	Wd Sdng	Wd Sdng	None	1	TA	TA	CBlock	TA	TA	No	Rec	456	Unf	0	456	912	GasA	Ex	Y	FuseA	912	0	0	912	0	0	1	0	2	1	TA	5	Typ	0	NA	Attchd	1958	RFn	1	275	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2007	COD	Normal	114500
775	20	RL	110	14226	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NridgHt	Norm	Norm	1Fam	1Story	8	5	2006	2006	Hip	CompShg	VinylSd	VinylSd	BrkFace	375	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	1935	1935	GasA	Gd	Y	SBrkr	1973	0	0	1973	0	0	2	0	3	1	Gd	9	Typ	1	Gd	Attchd	2006	Fin	3	895	TA	TA	Y	315	45	0	0	0	0	NA	NA	NA	0	7	2007	New	Partial	395000
776	120	RM	32	4500	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	Mitchel	Norm	Norm	TwnhsE	1Story	6	5	1998	1998	Hip	CompShg	VinylSd	VinylSd	BrkFace	320	TA	TA	PConc	Ex	TA	No	GLQ	866	Unf	0	338	1204	GasA	Ex	Y	SBrkr	1204	0	0	1204	1	0	2	0	2	1	TA	5	Typ	0	NA	Attchd	1998	Fin	2	412	TA	TA	Y	0	247	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	162000
777	20	RL	86	11210	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2005	2006	Gable	CompShg	VinylSd	VinylSd	BrkFace	240	Gd	TA	PConc	Gd	TA	Av	GLQ	20	Unf	0	1594	1614	GasA	Ex	Y	SBrkr	1614	0	0	1614	0	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2005	RFn	3	865	TA	TA	Y	144	59	0	0	0	0	NA	NA	NA	0	7	2006	New	Partial	221500
778	20	RL	100	13350	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	5	1974	1974	Hip	CompShg	HdBoard	Plywood	None	0	TA	TA	CBlock	TA	TA	No	ALQ	762	Unf	0	102	864	GasA	TA	Y	SBrkr	894	0	0	894	1	0	1	0	3	1	TA	5	Typ	1	Fa	Attchd	1974	Unf	2	440	TA	TA	Y	241	0	0	0	0	0	NA	MnPrv	NA	0	6	2006	WD	Normal	142500
779	90	RH	60	8400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Feedr	Norm	Duplex	1Story	5	5	1977	1977	Gable	CompShg	Plywood	Plywood	BrkFace	320	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	TA	Y	SBrkr	2020	0	0	2020	0	0	2	0	4	2	TA	10	Typ	2	TA	Detchd	1977	Unf	2	630	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	10	2007	WD	Normal	144000
780	90	RL	78	10530	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	Duplex	SFoyer	6	5	1977	1977	Gable	CompShg	Plywood	ImStucc	BrkFace	90	TA	TA	CBlock	Gd	TA	Gd	GLQ	975	Unf	0	0	975	GasA	TA	Y	SBrkr	1004	0	0	1004	1	0	1	0	2	1	TA	4	Typ	0	NA	Attchd	1977	Unf	2	504	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal	135000
781	20	RL	63	7875	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	1Story	7	5	1995	1996	Gable	CompShg	HdBoard	HdBoard	BrkFace	38	TA	TA	PConc	Gd	Gd	No	Unf	0	Unf	0	1237	1237	GasA	Gd	Y	SBrkr	1253	0	0	1253	0	0	2	0	3	1	TA	6	Typ	1	TA	Attchd	1995	Fin	2	402	TA	TA	Y	220	21	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	176000
782	60	RL	65	7153	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	6	5	1992	1992	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	Gd	PConc	Gd	TA	No	ALQ	387	Unf	0	374	761	GasA	Ex	Y	SBrkr	810	793	0	1603	0	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	1992	RFn	2	484	TA	TA	Y	0	124	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	175900
783	20	RL	67	16285	Pave	NA	IR2	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2001	2002	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1413	1413	GasA	Ex	Y	SBrkr	1430	0	0	1430	0	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2001	RFn	2	605	TA	TA	Y	0	33	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	187100
784	85	RL	NA	9101	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Mitchel	Norm	Norm	1Fam	SFoyer	5	6	1978	1978	Gable	CompShg	Plywood	Plywood	BrkFace	104	TA	Gd	PConc	Gd	TA	Av	GLQ	1097	Unf	0	0	1097	GasA	Ex	Y	SBrkr	1110	0	0	1110	1	0	1	0	1	1	Gd	4	Typ	1	TA	Attchd	1978	Fin	2	602	TA	TA	Y	303	30	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	165500
785	75	RM	35	6300	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2.5Unf	6	6	1914	2001	Gable	CompShg	Wd Sdng	Wd Shng	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	742	742	GasA	Ex	Y	SBrkr	742	742	0	1484	0	0	2	0	3	1	TA	9	Typ	1	Gd	NA	NA	NA	0	0	NA	NA	Y	0	291	134	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	128000
786	20	RL	NA	9790	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Feedr	Norm	1Fam	1Story	6	5	1967	1967	Gable	CompShg	BrkFace	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Rec	251	LwQ	630	491	1372	GasA	TA	Y	SBrkr	1342	0	0	1342	0	0	2	0	3	1	TA	7	Typ	1	Gd	Attchd	1967	Unf	2	457	TA	TA	Y	0	0	0	0	197	0	NA	NA	NA	0	9	2009	WD	Normal	161500
787	50	RM	60	10800	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Artery	Norm	1Fam	1.5Fin	5	6	1915	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	PConc	Fa	TA	No	LwQ	686	Unf	0	0	686	GasA	TA	Y	SBrkr	966	686	0	1652	1	0	2	0	4	1	TA	7	Typ	0	NA	Detchd	1961	Unf	1	416	TA	TA	Y	0	0	196	0	0	0	NA	NA	Shed	1200	6	2010	WD	Normal	139000
788	60	RL	76	10142	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	7	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	656	Unf	0	300	956	GasA	Ex	Y	SBrkr	956	1128	0	2084	1	0	2	1	4	1	Gd	8	Typ	0	NA	BuiltIn	2004	RFn	2	618	TA	TA	Y	0	45	0	0	0	0	NA	NA	NA	0	1	2010	WD	Normal	233000
789	20	RM	50	6000	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	1Story	4	7	1954	2000	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	901	901	GasA	Ex	Y	SBrkr	901	0	0	901	0	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1954	Unf	1	281	Fa	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	8	2008	WD	Normal	107900
790	60	RL	NA	12205	Pave	NA	IR1	Low	AllPub	Inside	Gtl	ClearCr	Norm	Norm	1Fam	2Story	6	8	1966	2007	Gable	CompShg	HdBoard	HdBoard	BrkFace	157	TA	TA	CBlock	TA	Fa	Gd	LwQ	568	Unf	0	264	832	GasA	Gd	Y	SBrkr	976	1111	0	2087	0	0	2	1	5	1	Gd	9	Typ	0	NA	Attchd	1966	Fin	2	444	TA	TA	Y	133	168	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	187500
791	120	RL	43	3182	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2005	2006	Gable	CompShg	VinylSd	VinylSd	BrkFace	11	Gd	TA	PConc	Gd	TA	No	GLQ	16	Unf	0	1129	1145	GasA	Ex	Y	SBrkr	1145	0	0	1145	0	0	2	0	2	1	Gd	5	Typ	1	Gd	Attchd	2005	Fin	2	397	TA	TA	Y	100	16	0	0	0	0	NA	NA	NA	0	9	2009	WD	Normal	160200
792	80	RL	NA	11333	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Mitchel	Norm	Norm	1Fam	SLvl	6	5	1976	1976	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	PConc	Gd	TA	Av	ALQ	539	Unf	0	490	1029	GasA	TA	Y	SBrkr	1062	0	0	1062	1	0	1	0	3	1	TA	5	Typ	2	TA	Attchd	1976	RFn	2	539	TA	TA	Y	120	0	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	146800
793	60	RL	92	9920	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NoRidge	Norm	Norm	1Fam	2Story	7	5	1996	1997	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	862	Unf	0	255	1117	GasA	Ex	Y	SBrkr	1127	886	0	2013	1	0	2	1	3	1	TA	8	Typ	1	TA	Attchd	1997	Unf	2	455	TA	TA	Y	180	130	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	269790
794	20	RL	76	9158	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	8	5	2007	2007	Gable	CompShg	CemntBd	CmentBd	Stone	140	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	1496	1496	GasA	Ex	Y	SBrkr	1496	0	0	1496	0	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2007	Fin	2	474	TA	TA	Y	168	130	0	0	0	0	NA	NA	NA	0	6	2007	New	Partial	225000
795	60	RL	NA	10832	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	1994	1996	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	712	712	GasA	Ex	Y	SBrkr	1086	809	0	1895	0	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	1994	Fin	2	409	TA	TA	Y	143	46	0	0	0	0	NA	NA	Shed	500	10	2008	WD	Normal	194500
796	60	RL	70	8400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	6	6	1980	1981	Gable	CompShg	HdBoard	HdBoard	BrkFace	130	TA	TA	CBlock	Gd	TA	No	Unf	0	Unf	0	650	650	GasA	TA	Y	SBrkr	888	676	0	1564	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1980	Unf	2	476	TA	TA	Y	0	50	0	0	204	0	NA	MnPrv	NA	0	4	2010	WD	Normal	171000
797	20	RL	71	8197	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	6	5	1977	1977	Gable	CompShg	Plywood	Plywood	BrkFace	148	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	660	660	GasA	Ex	Y	SBrkr	1285	0	0	1285	0	0	1	1	3	1	TA	7	Typ	1	TA	Attchd	1977	RFn	2	528	TA	TA	Y	138	0	0	0	0	0	NA	MnPrv	NA	0	4	2007	WD	Normal	143500
798	20	RL	57	7677	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1953	1953	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	BLQ	570	Unf	0	203	773	GasA	Gd	Y	SBrkr	773	0	0	773	0	0	1	0	2	1	TA	4	Typ	0	NA	Attchd	1953	Unf	1	240	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2008	WD	Abnorml	110000
799	60	RL	104	13518	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	9	5	2008	2009	Hip	CompShg	VinylSd	VinylSd	Stone	860	Ex	TA	PConc	Ex	TA	No	Unf	0	Unf	0	1926	1926	GasA	Ex	Y	SBrkr	1966	1174	0	3140	0	0	3	1	4	1	Ex	11	Typ	2	Gd	BuiltIn	2009	Fin	3	820	TA	TA	Y	144	78	0	0	0	0	NA	NA	NA	0	7	2009	New	Partial	485000
800	50	RL	60	7200	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	SWISU	Feedr	Norm	1Fam	1.5Fin	5	7	1937	1950	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	252	TA	TA	BrkTil	Gd	TA	No	ALQ	569	Unf	0	162	731	GasA	Ex	Y	SBrkr	981	787	0	1768	1	0	1	1	3	1	Gd	7	Typ	2	TA	Detchd	1939	Unf	1	240	TA	TA	Y	0	0	264	0	0	0	NA	MnPrv	NA	0	6	2007	WD	Normal	175000
801	60	RL	79	12798	Pave	NA	IR1	HLS	AllPub	Inside	Mod	ClearCr	Feedr	Norm	1Fam	2Story	6	5	1997	1997	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	Gd	GLQ	462	Unf	0	154	616	GasA	Gd	Y	SBrkr	616	1072	0	1688	1	0	2	1	4	1	Gd	8	Typ	0	NA	Attchd	1997	RFn	2	603	TA	TA	Y	403	114	185	0	0	0	NA	NA	Shed	400	5	2008	WD	Normal	200000
802	30	RM	40	4800	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1Story	4	7	1916	1990	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	LwQ	197	Unf	0	999	1196	GasA	Ex	Y	FuseA	1196	0	0	1196	1	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1957	Unf	2	440	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	109900
803	60	RL	63	8199	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2005	2005	Gable	CompShg	WdShing	Wd Shng	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	648	Unf	0	80	728	GasA	Ex	Y	SBrkr	728	728	0	1456	1	0	2	1	3	1	Gd	7	Typ	1	Gd	Attchd	2005	Fin	2	410	TA	TA	Y	36	18	0	0	0	0	NA	NA	NA	0	10	2008	WD	Normal	189000
804	60	RL	107	13891	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	9	5	2008	2009	Hip	CompShg	VinylSd	VinylSd	Stone	424	Ex	TA	PConc	Ex	TA	Gd	Unf	0	Unf	0	1734	1734	GasA	Ex	Y	SBrkr	1734	1088	0	2822	0	0	3	1	4	1	Ex	12	Typ	1	Gd	BuiltIn	2009	RFn	3	1020	TA	TA	Y	52	170	0	0	192	0	NA	NA	NA	0	1	2009	New	Partial	582933
805	20	RL	75	9000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1954	1954	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	LwQ	812	Unf	0	124	936	GasA	TA	Y	SBrkr	1128	0	0	1128	0	0	1	0	2	1	TA	5	Min1	0	NA	Attchd	1954	Unf	1	286	TA	TA	Y	0	0	0	0	0	0	NA	GdWo	NA	0	6	2006	WD	Family	118000
806	20	RL	91	12274	Pave	NA	IR1	Lvl	AllPub	FR2	Gtl	Somerst	Norm	Norm	1Fam	1Story	7	5	2008	2008	Gable	CompShg	VinylSd	VinylSd	Stone	256	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1417	1417	GasA	Ex	Y	SBrkr	1428	0	0	1428	0	0	2	0	3	1	Ex	6	Typ	0	NA	Attchd	2008	RFn	2	554	TA	TA	Y	0	60	0	0	0	0	NA	NA	NA	0	7	2008	New	Partial	227680
807	80	RL	75	9750	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	SLvl	5	5	1967	1967	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	TA	TA	Av	ALQ	400	Rec	480	100	980	GasA	Gd	Y	SBrkr	980	0	0	980	0	0	2	0	3	1	TA	6	Typ	0	NA	Attchd	1967	Fin	1	384	TA	TA	Y	68	0	0	0	0	0	NA	NA	NA	0	10	2006	WD	Normal	135500
808	70	RL	144	21384	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	2Story	5	6	1923	2004	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	Gd	GLQ	1309	Unf	0	15	1324	GasA	Ex	Y	SBrkr	1072	504	0	1576	2	0	1	1	3	1	Gd	6	Typ	1	TA	Attchd	1923	RFn	2	528	TA	TA	Y	0	312	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal	223500
809	80	RL	85	13400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	SLvl	5	5	1966	1966	Gable	CompShg	VinylSd	VinylSd	BrkFace	1047	TA	TA	CBlock	TA	TA	Av	ALQ	516	BLQ	128	380	1024	GasA	TA	Y	SBrkr	1086	0	0	1086	1	0	1	0	3	1	TA	6	Typ	1	Gd	Attchd	1966	RFn	2	484	TA	TA	Y	0	0	0	0	0	0	NA	GdWo	NA	0	6	2006	WD	Normal	159950
810	75	RM	90	8100	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	2.5Unf	5	5	1898	1965	Hip	CompShg	AsbShng	AsbShng	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	849	849	GasA	TA	N	FuseA	1075	1063	0	2138	0	0	2	0	2	3	TA	11	Typ	0	NA	Detchd	1910	Unf	2	360	Fa	Po	N	40	156	0	0	0	0	NA	MnPrv	NA	0	11	2009	WD	Normal	106000
811	20	RL	78	10140	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	6	6	1974	1999	Hip	CompShg	HdBoard	HdBoard	BrkFace	99	TA	TA	CBlock	TA	TA	No	ALQ	663	LwQ	377	0	1040	GasA	Fa	Y	SBrkr	1309	0	0	1309	1	0	1	1	3	1	Gd	5	Typ	1	Fa	Attchd	1974	RFn	2	484	TA	TA	Y	265	0	0	0	0	648	Fa	GdPrv	NA	0	1	2006	WD	Normal	181000
812	120	RM	NA	4438	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	TwnhsE	1Story	6	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	BrkFace	169	Gd	TA	PConc	Gd	TA	Gd	GLQ	662	Unf	0	186	848	GasA	Ex	Y	SBrkr	848	0	0	848	1	0	1	0	1	1	Gd	4	Typ	1	Gd	Attchd	2004	Fin	2	420	TA	TA	Y	140	0	0	0	0	0	NA	NA	NA	0	6	2008	ConLD	Normal	144500
813	20	C (all)	66	8712	Grvl	NA	Reg	Bnk	AllPub	Inside	Mod	IDOTRR	Norm	Norm	1Fam	1Story	5	5	1952	1952	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	Fa	TA	CBlock	TA	TA	Av	Unf	0	Unf	0	540	540	GasA	TA	N	FuseA	1044	0	0	1044	0	0	1	0	2	1	Fa	4	Typ	0	NA	Basment	1952	Unf	2	504	TA	TA	N	0	0	0	0	0	0	NA	NA	Shed	54	6	2010	WD	Alloca	55993
814	20	RL	75	9750	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	6	1958	1958	Gable	CompShg	MetalSd	MetalSd	BrkFace	243	TA	TA	CBlock	TA	TA	No	Rec	608	Unf	0	834	1442	GasA	Gd	Y	SBrkr	1442	0	0	1442	0	0	1	1	4	1	TA	7	Typ	0	NA	Attchd	1958	RFn	1	301	TA	TA	Y	0	0	275	0	0	0	NA	NA	Shed	500	4	2007	COD	Normal	157900
815	50	RL	45	8248	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1.5Fin	5	7	1918	1950	Gable	CompShg	Stucco	Stucco	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	686	686	GasW	Gd	Y	SBrkr	686	564	0	1250	0	1	1	1	3	1	Fa	7	Typ	0	NA	Detchd	1955	Unf	1	280	TA	TA	P	207	0	96	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	116000
816	20	RL	48	12137	Pave	NA	IR2	Lvl	AllPub	CulDSac	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	1998	1998	Gable	CompShg	VinylSd	VinylSd	BrkFace	442	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1649	1649	GasA	Ex	Y	SBrkr	1661	0	0	1661	0	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	1998	RFn	2	598	TA	TA	Y	0	34	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	224900
817	20	RL	NA	11425	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1954	1954	Gable	CompShg	BrkFace	BrkFace	None	0	TA	TA	CBlock	TA	TA	No	BLQ	486	Unf	0	522	1008	GasA	Gd	Y	SBrkr	1008	0	0	1008	0	0	1	0	2	1	TA	4	Typ	1	Gd	Attchd	1954	RFn	1	275	TA	TA	Y	0	0	120	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	137000
818	20	RL	NA	13265	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Mitchel	Norm	Norm	1Fam	1Story	8	5	2002	2002	Hip	CompShg	CemntBd	CmentBd	BrkFace	148	Gd	TA	PConc	Gd	TA	No	GLQ	1218	Unf	0	350	1568	GasA	Ex	Y	SBrkr	1689	0	0	1689	1	0	2	0	3	1	Gd	7	Typ	2	Gd	Attchd	2002	RFn	3	857	TA	TA	Y	150	59	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	271000
819	80	RL	80	8816	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	ClearCr	Norm	Norm	1Fam	SLvl	6	7	1971	1971	Gable	CompShg	HdBoard	HdBoard	BrkFace	80	TA	TA	CBlock	TA	TA	Av	GLQ	504	Unf	0	506	1010	GasA	Gd	Y	SBrkr	1052	0	0	1052	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1971	Unf	2	440	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	6	2010	WD	Normal	155000
820	120	RL	44	6371	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	7	5	2009	2010	Gable	CompShg	VinylSd	VinylSd	Stone	128	Gd	TA	PConc	Gd	TA	Mn	GLQ	733	Unf	0	625	1358	GasA	Ex	Y	SBrkr	1358	0	0	1358	1	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2010	RFn	2	484	TA	TA	Y	192	35	0	0	0	0	NA	NA	NA	0	6	2010	New	Partial	224000
821	60	RL	72	7226	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	798	798	GasA	Ex	Y	SBrkr	798	842	0	1640	0	0	2	1	3	1	Gd	6	Typ	0	NA	Attchd	2003	RFn	2	595	TA	TA	Y	0	45	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	183000
822	20	RM	60	6000	Pave	Pave	Reg	Bnk	AllPub	Inside	Mod	OldTown	Norm	Norm	2fmCon	1Story	4	4	1953	1953	Gable	CompShg	MetalSd	MetalSd	None	0	Fa	TA	CBlock	Fa	TA	No	Unf	0	Unf	0	936	936	GasA	TA	N	SBrkr	936	0	0	936	0	0	1	0	2	1	TA	4	Min2	0	NA	Detchd	1974	Unf	2	576	TA	TA	Y	0	32	112	0	0	0	NA	NA	NA	0	2	2009	WD	Normal	93000
823	60	RL	NA	12394	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Gd	Unf	0	Unf	0	847	847	GasA	Ex	Y	SBrkr	847	886	0	1733	0	0	2	1	3	1	Gd	7	Typ	1	Gd	BuiltIn	2003	Fin	2	433	TA	TA	Y	100	48	0	0	0	0	NA	NA	NA	0	10	2007	WD	Family	225000
824	50	RL	60	9900	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SWISU	Norm	Norm	1Fam	1.5Fin	6	7	1940	1950	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	778	778	GasA	TA	Y	SBrkr	944	545	0	1489	0	0	2	0	3	1	TA	7	Typ	1	Gd	Detchd	1940	Unf	1	240	TA	TA	Y	335	0	0	0	0	0	NA	GdWo	NA	0	7	2009	WD	Normal	139500
825	20	FV	81	11216	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	8	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	Gd	No	Unf	0	Unf	0	1489	1489	GasA	Ex	Y	SBrkr	1489	0	0	1489	0	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2006	RFn	2	776	TA	TA	Y	0	140	0	0	0	0	NA	NA	NA	0	6	2006	New	Partial	232600
826	20	RL	114	14803	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	PosN	PosN	1Fam	1Story	10	5	2007	2008	Hip	CompShg	CemntBd	CmentBd	BrkFace	816	Ex	TA	PConc	Ex	TA	Av	GLQ	1636	Unf	0	442	2078	GasA	Ex	Y	SBrkr	2084	0	0	2084	1	0	2	0	2	1	Ex	7	Typ	1	Gd	Attchd	2007	Fin	3	1220	TA	TA	Y	188	45	0	0	0	0	NA	NA	NA	0	6	2008	New	Partial	385000
827	45	RM	50	6130	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Unf	5	6	1924	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	ALQ	784	Unf	0	0	784	GasA	Gd	Y	SBrkr	784	0	0	784	1	0	1	0	2	1	Gd	5	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	0	116	0	0	0	NA	NA	NA	0	5	2008	WD	Normal	109500
828	20	RL	65	8529	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	1Story	7	5	2001	2001	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	20	Unf	0	1434	1454	GasA	Ex	Y	SBrkr	1434	0	0	1434	0	0	2	0	3	1	Gd	6	Typ	1	TA	Attchd	2001	RFn	2	527	TA	TA	Y	290	39	0	0	0	0	NA	NA	NA	0	4	2009	WD	Normal	189000
829	60	RL	NA	28698	Pave	NA	IR2	Low	AllPub	CulDSac	Sev	ClearCr	Norm	Norm	1Fam	2Story	5	5	1967	1967	Flat	Tar&Grv	Plywood	Plywood	None	0	TA	TA	PConc	TA	Gd	Gd	LwQ	249	ALQ	764	0	1013	GasA	TA	Y	SBrkr	1160	966	0	2126	0	1	2	1	3	1	TA	7	Min2	0	NA	Attchd	1967	Fin	2	538	TA	TA	Y	486	0	0	0	225	0	NA	NA	NA	0	6	2009	WD	Abnorml	185000
830	160	FV	24	2544	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	Twnhs	2Story	7	5	2005	2005	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	600	600	GasA	Ex	Y	SBrkr	520	623	80	1223	0	0	2	1	2	1	Gd	4	Typ	0	NA	Detchd	2005	RFn	2	480	TA	TA	Y	0	166	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	147400
831	20	RL	80	11900	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	5	1957	1957	Gable	CompShg	HdBoard	HdBoard	BrkFace	387	TA	TA	CBlock	TA	TA	No	Rec	1040	Unf	0	352	1392	GasA	TA	Y	FuseA	1392	0	0	1392	1	0	1	1	3	1	TA	6	Typ	2	Gd	Attchd	1957	RFn	2	458	TA	TA	Y	0	0	0	0	192	0	NA	NA	NA	0	6	2008	WD	Normal	166000
832	160	FV	30	3180	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2005	2005	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	600	600	GasA	Ex	Y	SBrkr	520	600	80	1200	0	0	2	1	2	1	Gd	4	Typ	0	NA	Detchd	2005	RFn	2	480	TA	TA	Y	0	166	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	151000
833	60	RL	44	9548	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	6	2003	2003	Gable	CompShg	VinylSd	VinylSd	BrkFace	223	Gd	TA	PConc	Gd	TA	No	GLQ	483	Unf	0	458	941	GasA	Ex	Y	SBrkr	941	888	0	1829	1	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	2003	RFn	2	613	TA	TA	Y	192	39	0	0	0	0	NA	NA	NA	0	1	2010	WD	Normal	237000
834	20	RL	100	10004	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	6	1964	1964	Gable	CompShg	HdBoard	Plywood	BrkFace	180	TA	TA	CBlock	TA	TA	No	Rec	196	BLQ	345	975	1516	GasA	TA	Y	SBrkr	1516	0	0	1516	0	0	1	1	3	1	TA	6	Typ	0	NA	Attchd	1964	RFn	2	472	TA	TA	Y	0	0	0	0	152	0	NA	NA	NA	0	2	2009	WD	Normal	167000
835	20	RL	75	7875	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1961	1961	Gable	CompShg	VinylSd	VinylSd	BrkFace	136	TA	TA	CBlock	TA	TA	No	Rec	572	Unf	0	572	1144	GasA	Gd	Y	SBrkr	1144	0	0	1144	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1961	Unf	2	456	TA	TA	Y	0	0	0	0	0	0	NA	GdWo	NA	0	9	2008	WD	Normal	139950
836	20	RL	60	9600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	4	7	1950	1995	Gable	CompShg	VinylSd	HdBoard	None	0	TA	TA	CBlock	Gd	TA	No	BLQ	442	Unf	0	625	1067	GasA	TA	Y	SBrkr	1067	0	0	1067	0	0	2	0	2	1	Gd	4	Min2	0	NA	Attchd	1996	Unf	2	436	TA	TA	Y	290	0	0	0	0	0	NA	NA	NA	0	2	2010	WD	Normal	128000
837	30	RM	90	8100	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	5	6	1948	1973	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	BrkTil	TA	TA	No	Rec	338	Unf	0	1221	1559	GasA	Gd	Y	SBrkr	1559	0	0	1559	1	0	1	0	2	1	TA	5	Min2	0	NA	Detchd	1948	Unf	2	812	TA	TA	Y	0	116	230	0	0	0	NA	GdWo	NA	0	6	2007	COD	Normal	153500
838	160	RM	21	1680	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	Twnhs	2Story	6	5	1973	1973	Gable	CompShg	HdBoard	HdBoard	BrkFace	158	TA	TA	CBlock	TA	TA	No	BLQ	330	Unf	0	153	483	GasA	TA	Y	SBrkr	483	504	0	987	1	0	1	1	2	1	TA	5	Typ	0	NA	Detchd	1973	Unf	1	264	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	11	2008	WD	Normal	100000
839	20	RL	75	9525	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	6	1995	2006	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1099	1099	GasA	Ex	Y	SBrkr	1099	0	0	1099	0	0	1	1	3	1	Gd	6	Typ	0	NA	Attchd	1999	Unf	1	352	TA	TA	Y	278	0	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	144000
840	50	RL	70	11767	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1.5Fin	5	6	1946	1995	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	BLQ	352	Unf	0	416	768	GasA	Ex	Y	SBrkr	768	432	0	1200	0	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1946	Unf	1	240	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal	130500
841	70	RH	NA	12155	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	SWISU	Norm	Norm	1Fam	2Story	6	8	1925	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	BLQ	156	Unf	0	516	672	GasA	TA	N	SBrkr	810	672	0	1482	0	0	2	0	4	1	Fa	7	Typ	0	NA	Detchd	1934	Unf	1	400	TA	TA	P	0	0	254	0	0	0	NA	NA	NA	0	3	2008	WD	Normal	140000
842	70	RM	60	10440	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2Story	5	8	1904	2002	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	650	650	GasA	Gd	Y	SBrkr	958	581	0	1539	0	0	2	0	3	1	Gd	8	Typ	1	Po	Detchd	1983	Unf	2	686	Gd	TA	P	70	78	68	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	157500
843	80	RL	82	9020	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	SLvl	6	7	1966	1966	Gable	CompShg	HdBoard	HdBoard	BrkFace	183	TA	TA	CBlock	TA	TA	Gd	Rec	312	ALQ	539	276	1127	GasA	TA	Y	SBrkr	1165	0	0	1165	1	0	1	1	3	1	TA	6	Typ	0	NA	Attchd	1966	RFn	2	490	Gd	Gd	Y	0	129	0	0	0	0	NA	GdPrv	NA	0	5	2008	WD	Normal	174900
844	90	RL	80	8000	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Artery	Norm	Duplex	1Story	5	4	1961	1961	Gable	CompShg	BrkFace	BrkFace	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1800	1800	GasA	Ex	N	SBrkr	1800	0	0	1800	0	0	2	0	6	2	TA	10	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	141000
845	50	RM	100	12665	Pave	Grvl	IR1	Lvl	AllPub	Inside	Gtl	OldTown	Artery	Norm	1Fam	1.5Fin	5	8	1915	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	Mn	Unf	0	Unf	0	876	876	GasA	Gd	Y	SBrkr	876	540	0	1416	0	0	1	1	4	1	TA	7	Typ	1	Gd	Detchd	1949	Unf	3	720	TA	TA	Y	418	0	194	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	153900
846	85	RL	NA	16647	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Sawyer	RRAe	Norm	1Fam	SFoyer	5	5	1975	1981	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	Gd	TA	Gd	ALQ	1390	Unf	0	0	1390	GasA	TA	Y	SBrkr	1701	0	0	1701	1	0	2	0	3	1	TA	6	Min2	2	TA	Basment	1975	Fin	2	611	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	1	2007	WD	Normal	171000
847	60	RL	75	9317	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	7	5	1993	1993	Gable	CompShg	HdBoard	HdBoard	BrkFace	137	Gd	TA	PConc	Gd	TA	No	ALQ	513	Unf	0	227	740	GasA	Ex	Y	SBrkr	1006	769	0	1775	1	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	1993	Unf	2	425	TA	TA	Y	234	72	192	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	213000
848	20	RL	36	15523	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	6	1972	1972	Gable	CompShg	HdBoard	Plywood	None	0	TA	TA	CBlock	TA	TA	Av	BLQ	460	Unf	0	404	864	GasA	Ex	Y	SBrkr	864	0	0	864	1	0	1	0	3	1	TA	5	Typ	1	Fa	Attchd	1972	Unf	1	338	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	8	2009	WD	Normal	133500
849	50	RL	75	45600	Pave	NA	IR2	Bnk	AllPub	Inside	Gtl	ClearCr	Norm	Norm	1Fam	1.5Fin	6	8	1908	1997	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	907	907	GasA	TA	Y	SBrkr	1307	1051	0	2358	0	0	3	0	5	1	TA	10	Typ	1	Gd	Detchd	1908	Unf	2	360	Fa	TA	Y	486	40	0	0	175	0	NA	NA	NA	0	9	2008	WD	Normal	240000
850	80	RL	80	9600	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	Veenker	Feedr	Norm	1Fam	SLvl	6	7	1976	1994	Hip	CompShg	Plywood	Plywood	BrkFace	360	Gd	Gd	CBlock	TA	TA	No	Unf	0	Unf	0	528	528	GasA	Ex	Y	SBrkr	1094	761	0	1855	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1976	RFn	2	512	TA	TA	Y	113	100	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal	187000
851	120	RM	36	4435	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	TwnhsE	1Story	6	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	BrkFace	170	Gd	TA	PConc	Gd	TA	Av	GLQ	659	Unf	0	189	848	GasA	Ex	Y	SBrkr	848	0	0	848	1	0	1	0	1	1	Gd	3	Typ	0	NA	Attchd	2003	Fin	2	420	TA	TA	Y	140	0	0	0	0	0	NA	NA	NA	0	11	2007	WD	Normal	131500
852	120	RL	NA	3196	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	8	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	BrkFace	40	Gd	TA	PConc	Gd	TA	Gd	Unf	0	Unf	0	1273	1273	GasA	Ex	Y	SBrkr	1456	0	0	1456	0	0	2	0	2	1	Gd	7	Typ	1	TA	Attchd	2003	Fin	2	400	TA	TA	Y	143	20	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal	215000
853	75	RL	53	7128	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	2.5Unf	7	5	1941	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	No	Rec	364	Unf	0	554	918	GasA	Gd	Y	SBrkr	918	728	0	1646	0	0	2	0	4	1	TA	7	Typ	2	Gd	Detchd	1941	Unf	1	240	TA	TA	Y	0	0	0	0	126	0	NA	MnPrv	NA	0	8	2007	WD	Normal	164000
854	80	RL	NA	12095	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	SLvl	6	6	1964	1964	Gable	CompShg	MetalSd	HdBoard	BrkFace	115	TA	Gd	CBlock	TA	TA	Gd	Rec	564	Unf	0	563	1127	GasA	TA	Y	SBrkr	1445	0	0	1445	0	0	1	1	3	1	TA	7	Typ	1	Fa	Attchd	1964	RFn	2	645	TA	TA	Y	180	0	0	0	0	0	NA	MnPrv	NA	0	8	2009	WD	Normal	158000
855	20	RL	102	17920	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	4	1955	1974	Hip	CompShg	Wd Sdng	Plywood	None	0	TA	TA	CBlock	TA	TA	Mn	ALQ	306	Rec	1085	372	1763	GasA	TA	Y	SBrkr	1779	0	0	1779	1	0	1	1	3	1	TA	6	Typ	1	Gd	Attchd	1955	Unf	2	454	TA	TA	Y	0	418	0	0	312	0	NA	NA	NA	0	7	2006	WD	Abnorml	170000
856	20	RL	NA	6897	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	8	1962	2010	Gable	CompShg	HdBoard	HdBoard	None	0	TA	Gd	CBlock	TA	TA	No	ALQ	659	Unf	0	381	1040	GasA	Ex	Y	SBrkr	1040	0	0	1040	1	0	1	1	3	1	TA	6	Typ	0	NA	Detchd	1962	Unf	1	260	TA	TA	Y	0	104	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	127000
857	80	RL	NA	10970	Pave	NA	IR1	Low	AllPub	Inside	Mod	CollgCr	Norm	Norm	1Fam	SLvl	6	6	1978	1978	Gable	CompShg	Plywood	HdBoard	None	0	TA	TA	CBlock	Gd	Gd	Gd	GLQ	505	LwQ	435	0	940	GasA	TA	Y	SBrkr	1026	0	0	1026	1	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1981	Unf	2	576	TA	Fa	Y	0	0	34	0	0	0	NA	MnPrv	NA	0	10	2008	WD	Normal	147000
858	60	RL	65	8125	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	1994	1995	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	702	702	GasA	Gd	Y	SBrkr	702	779	0	1481	0	0	2	1	3	1	TA	6	Typ	1	TA	Attchd	1994	Fin	2	343	TA	TA	Y	0	36	0	0	0	0	NA	NA	NA	0	3	2009	WD	Normal	174000
859	20	RL	80	10400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	7	5	1976	1976	Gable	CompShg	HdBoard	HdBoard	BrkFace	189	TA	TA	CBlock	Gd	TA	No	Unf	0	Unf	0	1090	1090	GasA	TA	Y	SBrkr	1370	0	0	1370	0	0	2	0	3	1	TA	6	Typ	1	TA	Attchd	1976	RFn	2	479	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	6	2009	WD	Family	152000
860	60	RL	NA	11029	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NWAmes	PosA	Norm	1Fam	2Story	6	7	1968	1984	Gable	CompShg	HdBoard	HdBoard	BrkFace	220	TA	TA	CBlock	TA	TA	Mn	BLQ	619	Unf	0	435	1054	GasA	TA	Y	SBrkr	1512	1142	0	2654	1	0	2	1	4	1	Gd	9	Typ	1	Gd	Attchd	1968	Unf	2	619	TA	TA	Y	0	65	0	0	222	0	NA	NA	NA	0	8	2006	WD	Normal	250000
861	50	RL	55	7642	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Crawfor	Norm	Norm	1Fam	1.5Fin	7	8	1918	1998	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	Gd	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	912	912	GasA	Gd	Y	SBrkr	912	514	0	1426	0	0	1	1	3	1	Gd	7	Typ	1	Gd	Detchd	1925	Unf	1	216	TA	TA	Y	0	240	0	0	0	0	NA	GdPrv	NA	0	6	2007	WD	Normal	189950
862	190	RL	75	11625	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	2fmCon	1Story	5	4	1965	1965	Hip	CompShg	Plywood	HdBoard	None	0	TA	TA	PConc	TA	TA	Mn	BLQ	841	Unf	0	198	1039	GasA	Ex	Y	SBrkr	1039	0	0	1039	1	0	1	1	3	1	TA	6	Typ	0	NA	Attchd	1965	Unf	2	504	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	131500
863	20	RL	81	9672	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	SawyerW	Norm	Norm	1Fam	1Story	6	5	1984	1985	Hip	CompShg	HdBoard	Plywood	None	0	TA	TA	PConc	Gd	TA	No	GLQ	338	Unf	0	702	1040	GasA	TA	Y	SBrkr	1097	0	0	1097	0	0	2	0	3	1	TA	6	Typ	0	NA	Attchd	1986	Unf	2	480	TA	TA	Y	0	0	0	0	0	0	NA	GdPrv	NA	0	5	2010	WD	Normal	152000
864	20	RL	70	7931	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1959	1959	Hip	CompShg	BrkFace	Plywood	None	0	TA	TA	CBlock	TA	TA	No	BLQ	1148	Unf	0	0	1148	GasA	TA	Y	SBrkr	1148	0	0	1148	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1959	Unf	1	672	TA	TA	Y	0	0	0	0	0	0	NA	GdPrv	NA	0	7	2009	WD	Normal	132500
865	20	FV	72	8640	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	7	5	2007	2008	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Ex	TA	No	Unf	0	Unf	0	1372	1372	GasA	Ex	Y	SBrkr	1372	0	0	1372	0	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2008	Fin	2	529	TA	TA	Y	0	140	0	0	0	0	NA	NA	NA	0	5	2008	New	Partial	250580
866	20	RL	NA	8750	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1970	1970	Gable	CompShg	MetalSd	MetalSd	BrkFace	76	TA	TA	CBlock	TA	TA	No	BLQ	828	Unf	0	174	1002	GasA	TA	Y	SBrkr	1002	0	0	1002	1	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1973	Unf	2	902	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	8	2009	WD	Normal	148500
867	20	RL	67	10656	Pave	NA	IR1	HLS	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	8	5	2006	2007	Gable	CompShg	VinylSd	VinylSd	Stone	274	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	1638	1638	GasA	Ex	Y	SBrkr	1646	0	0	1646	0	0	2	0	3	1	Gd	6	Typ	1	Gd	Attchd	2007	RFn	3	870	TA	TA	Y	192	80	0	0	0	0	NA	NA	NA	0	11	2007	New	Partial	248900
868	20	RL	85	6970	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Sawyer	Feedr	Norm	1Fam	1Story	4	5	1961	1961	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	ALQ	932	Unf	0	108	1040	GasA	TA	Y	SBrkr	1120	0	0	1120	1	0	1	1	3	1	Fa	5	Typ	0	NA	Attchd	1961	RFn	2	544	TA	TA	Y	168	0	0	0	0	0	NA	NA	Shed	400	5	2007	WD	Normal	129000
869	60	RL	NA	14762	Pave	NA	IR2	Lvl	AllPub	Corner	Gtl	Gilbert	Feedr	Norm	1Fam	2Story	5	6	1948	1950	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	Gd	Y	SBrkr	1547	720	53	2320	0	0	2	0	2	1	TA	7	Typ	1	TA	Attchd	1979	Unf	2	672	TA	TA	P	120	144	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal	169000
870	60	RL	80	9938	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	7	5	1993	1994	Gable	CompShg	MetalSd	MetalSd	BrkFace	246	Gd	TA	PConc	Gd	TA	No	GLQ	750	Unf	0	300	1050	GasA	Ex	Y	SBrkr	1062	887	0	1949	1	0	2	1	3	1	Gd	8	Typ	1	TA	Attchd	1993	Fin	2	574	TA	TA	Y	156	90	0	0	0	0	NA	GdPrv	NA	0	6	2010	WD	Normal	236000
871	20	RL	60	6600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	PosN	Norm	1Fam	1Story	5	5	1962	1962	Hip	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	894	894	GasA	Gd	N	SBrkr	894	0	0	894	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1962	Unf	1	308	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	8	2009	WD	Normal	109500
872	60	RL	70	8750	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	6	5	1998	1998	Gable	CompShg	VinylSd	VinylSd	BrkFace	116	TA	TA	PConc	Gd	TA	No	GLQ	505	Unf	0	299	804	GasA	Ex	Y	SBrkr	804	878	0	1682	0	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	1998	RFn	2	523	TA	TA	Y	0	77	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal	200500
873	20	RL	74	8892	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1953	1996	Gable	CompShg	WdShing	Wd Shng	None	0	Gd	TA	Stone	TA	TA	Av	Unf	0	Unf	0	105	105	GasA	Gd	Y	SBrkr	910	0	0	910	0	0	1	0	3	1	Gd	5	Typ	0	NA	Attchd	1953	Unf	2	414	TA	TA	Y	196	0	150	0	0	0	NA	GdWo	NA	0	10	2008	WD	Normal	116000
874	40	RL	60	12144	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1949	1950	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	CBlock	TA	TA	No	Rec	375	Unf	0	457	832	GasA	Gd	Y	SBrkr	1036	0	232	1268	0	0	1	0	3	1	TA	6	Typ	1	Gd	Attchd	1949	Unf	1	288	TA	TA	Y	0	28	0	0	0	0	NA	NA	Othr	0	9	2009	WD	Normal	133000
875	50	RM	52	5720	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Artery	Norm	1Fam	1.5Fin	5	6	1941	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	676	676	GasA	Ex	Y	SBrkr	676	455	0	1131	0	0	1	1	3	1	TA	5	Typ	0	NA	Detchd	1941	Unf	1	200	TA	TA	Y	26	0	0	0	0	0	NA	NA	NA	0	8	2009	WD	Abnorml	66500
876	60	FV	75	9000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	8	5	2007	2007	Gable	CompShg	CemntBd	CmentBd	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	64	Unf	0	1120	1184	GasA	Ex	Y	SBrkr	1184	1426	0	2610	0	0	2	1	4	1	Ex	11	Typ	1	Gd	BuiltIn	2007	Fin	2	550	TA	TA	Y	208	364	0	0	0	0	NA	NA	NA	0	8	2007	New	Partial	303477
877	20	RL	94	25286	Pave	NA	Reg	HLS	AllPub	Inside	Mod	Mitchel	Norm	Norm	1Fam	1Story	4	5	1963	1963	Gable	CompShg	HdBoard	Plywood	None	0	TA	TA	PConc	TA	TA	Gd	ALQ	633	Unf	0	431	1064	GasA	Gd	Y	SBrkr	1040	0	0	1040	1	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1963	Unf	2	648	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	1	2007	WD	Normal	132250
878	60	RL	74	8834	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	9	5	2004	2005	Hip	CompShg	VinylSd	VinylSd	Stone	216	Gd	TA	PConc	Ex	TA	No	GLQ	1170	Unf	0	292	1462	GasA	Ex	Y	SBrkr	1462	762	0	2224	1	0	2	1	4	1	Ex	10	Typ	1	Gd	Attchd	2004	Fin	3	738	TA	TA	Y	184	0	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	350000
879	85	RL	88	11782	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	SFoyer	5	7	1961	1995	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	Av	ALQ	899	Unf	0	210	1109	GasA	TA	Y	SBrkr	1155	0	0	1155	1	0	1	0	3	1	Gd	6	Min2	0	NA	Detchd	1987	Unf	2	576	TA	TA	Y	192	0	0	0	0	0	NA	MnPrv	Shed	400	6	2010	WD	Normal	148000
880	20	RL	NA	7000	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	8	1978	2005	Gable	CompShg	VinylSd	VinylSd	BrkFace	90	Gd	Gd	CBlock	TA	TA	No	ALQ	646	Unf	0	218	864	GasA	Ex	Y	SBrkr	864	0	0	864	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1978	Unf	1	336	TA	TA	Y	0	0	0	0	0	0	NA	GdWo	NA	0	7	2009	WD	Normal	136500
881	20	RL	60	7024	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	5	5	2005	2006	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Ex	Gd	No	ALQ	980	Unf	0	110	1090	GasA	Gd	Y	SBrkr	1090	0	0	1090	1	0	1	1	2	1	TA	5	Typ	0	NA	Attchd	2005	Fin	2	450	TA	TA	Y	0	49	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	157000
882	50	RL	44	13758	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Timber	Norm	Norm	1Fam	1.5Fin	7	5	1990	1991	Gable	CompShg	HdBoard	HdBoard	BrkFace	117	Gd	Gd	CBlock	Gd	TA	Mn	LwQ	902	Unf	0	254	1156	GasA	Ex	Y	SBrkr	1187	530	0	1717	0	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	1990	RFn	2	400	TA	TA	Y	168	36	0	0	0	0	NA	NA	NA	0	4	2007	WD	Normal	187500
883	60	RL	NA	9636	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	1992	1993	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	808	808	GasA	Gd	Y	SBrkr	808	785	0	1593	0	0	2	1	3	1	TA	7	Typ	1	TA	BuiltIn	1993	RFn	2	389	TA	TA	Y	342	40	0	0	0	0	NA	MnPrv	NA	0	12	2009	WD	Normal	178000
884	75	RL	60	6204	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	SWISU	Norm	Norm	1Fam	2.5Fin	4	5	1912	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	Gd	TA	PConc	TA	Fa	No	Unf	0	Unf	0	795	795	GasA	TA	N	SBrkr	954	795	481	2230	1	0	1	0	5	1	TA	10	Typ	0	NA	Detchd	1997	Unf	1	440	TA	Gd	Y	0	188	0	0	0	0	NA	NA	NA	0	3	2006	WD	Normal	118500
885	20	RL	65	7150	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1967	1967	Gable	CompShg	HdBoard	HdBoard	BrkFace	60	TA	TA	CBlock	TA	TA	No	BLQ	432	Unf	0	460	892	GasA	TA	Y	SBrkr	892	0	0	892	0	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1967	RFn	1	288	TA	TA	Y	0	0	0	0	0	0	NA	GdWo	NA	0	7	2009	WD	Normal	100000
886	120	FV	50	5119	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Somerst	Norm	Norm	TwnhsE	1Story	9	5	1999	2000	Gable	CompShg	MetalSd	MetalSd	BrkFace	60	Gd	TA	PConc	Ex	TA	Av	GLQ	1238	Unf	0	460	1698	GasA	Ex	Y	SBrkr	1709	0	0	1709	1	0	2	0	2	1	Gd	5	Typ	1	TA	Attchd	1999	Fin	2	506	TA	TA	Y	97	65	0	0	0	0	NA	NA	NA	0	1	2008	CWD	Abnorml	328900
887	90	RL	70	8393	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	Duplex	1Story	5	5	1959	2005	Gable	CompShg	MetalSd	MetalSd	BrkFace	122	TA	TA	CBlock	TA	TA	No	LwQ	528	Unf	0	1098	1626	GasA	Ex	Y	SBrkr	1712	0	0	1712	0	0	2	0	4	2	TA	8	Typ	0	NA	Attchd	2005	Fin	2	588	TA	TA	Y	272	54	0	0	0	0	NA	NA	NA	0	6	2006	WD	Family	145000
888	50	RL	59	16466	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1.5Fin	5	7	1955	1955	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	PConc	TA	TA	No	Unf	0	Unf	0	816	816	GasA	TA	Y	SBrkr	872	521	0	1393	0	0	1	1	3	1	TA	8	Typ	0	NA	Attchd	1955	Unf	1	300	TA	TA	Y	121	0	0	0	265	0	NA	NA	NA	0	4	2008	WD	Normal	135500
889	20	RL	95	15865	Pave	NA	IR1	Lvl	AllPub	Inside	Mod	NAmes	Norm	Norm	1Fam	1Story	8	6	1970	1970	Flat	Tar&Grv	Wd Sdng	Wd Sdng	None	0	Gd	Gd	PConc	TA	Gd	Gd	ALQ	351	Rec	823	1043	2217	GasA	Ex	Y	SBrkr	2217	0	0	2217	1	0	2	0	4	1	Gd	8	Typ	1	TA	Attchd	1970	Unf	2	621	TA	TA	Y	81	207	0	0	224	0	NA	NA	NA	0	10	2007	WD	Normal	268000
890	20	RL	128	12160	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Feedr	Norm	1Fam	1Story	6	4	1953	1953	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	90	TA	TA	CBlock	TA	TA	No	BLQ	1024	Unf	0	481	1505	GasA	Ex	Y	SBrkr	1505	0	0	1505	1	0	1	0	2	1	TA	6	Typ	1	TA	Attchd	1953	RFn	2	505	TA	TA	Y	0	0	0	162	0	0	NA	NA	NA	0	2	2009	WD	Normal	149500
891	50	RL	60	8064	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Artery	Norm	1Fam	1.5Fin	5	7	1949	2006	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	Mn	Unf	0	Unf	0	672	672	GasA	Ex	Y	SBrkr	672	252	0	924	0	0	1	0	3	1	TA	6	Typ	1	Po	Detchd	2003	Unf	2	576	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	Shed	2000	7	2007	WD	Normal	122900
892	60	RL	70	11184	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	2Story	6	5	1978	1978	Hip	CompShg	HdBoard	HdBoard	BrkFace	92	TA	TA	CBlock	TA	TA	No	LwQ	226	Rec	500	192	918	GasA	Gd	Y	SBrkr	918	765	0	1683	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1978	RFn	2	440	TA	TA	Y	243	0	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	172500
893	20	RL	70	8414	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	6	8	1963	2003	Hip	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	GLQ	663	Unf	0	396	1059	GasA	TA	Y	SBrkr	1068	0	0	1068	0	1	1	0	3	1	TA	6	Typ	0	NA	Attchd	1963	RFn	1	264	TA	TA	Y	192	0	0	0	0	0	NA	MnPrv	NA	0	2	2006	WD	Normal	154500
894	20	RL	NA	13284	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	PosN	Norm	1Fam	1Story	5	5	1954	1954	Gable	CompShg	Wd Sdng	Plywood	None	0	TA	TA	PConc	Gd	TA	Mn	BLQ	1064	Unf	0	319	1383	GasA	TA	Y	SBrkr	1383	0	0	1383	1	0	1	0	3	1	TA	6	Typ	1	Gd	Attchd	1954	Unf	1	354	TA	TA	Y	511	116	0	0	0	0	NA	GdPrv	NA	0	6	2008	WD	Normal	165000
895	90	RL	64	7018	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	SawyerW	Norm	Norm	Duplex	1Story	5	5	1979	1979	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	TA	Y	SBrkr	1535	0	0	1535	0	0	2	0	4	2	TA	8	Typ	0	NA	Attchd	1979	Unf	2	400	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2009	WD	Alloca	118858
896	60	RL	71	7056	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	2Story	6	5	1963	1963	Hip	CompShg	HdBoard	HdBoard	BrkFace	415	TA	TA	CBlock	TA	TA	No	BLQ	400	Unf	0	380	780	GasA	TA	Y	SBrkr	983	813	0	1796	1	0	1	1	4	1	TA	8	Typ	1	TA	Attchd	1963	RFn	2	483	TA	TA	Y	0	50	0	0	0	0	NA	NA	NA	0	10	2008	WD	Normal	140000
897	30	RM	50	8765	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1Story	4	6	1936	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	ALQ	285	Unf	0	666	951	GasA	Ex	N	SBrkr	951	0	0	951	0	0	1	0	2	1	TA	6	Typ	0	NA	Detchd	1936	Unf	1	327	TA	TA	Y	0	28	0	0	0	0	NA	NA	NA	0	4	2006	WD	Abnorml	106500
898	90	RL	64	7018	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Feedr	Norm	Duplex	2Story	5	5	1979	1979	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	TA	Y	SBrkr	1120	1120	0	2240	0	0	2	0	6	2	TA	12	Typ	0	NA	Detchd	1979	Unf	2	528	TA	TA	Y	154	0	0	0	0	0	NA	NA	NA	0	6	2009	WD	Alloca	142953
899	20	RL	100	12919	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	9	5	2009	2010	Hip	CompShg	VinylSd	VinylSd	Stone	760	Ex	TA	PConc	Ex	TA	Gd	GLQ	2188	Unf	0	142	2330	GasA	Ex	Y	SBrkr	2364	0	0	2364	1	0	2	1	2	1	Ex	11	Typ	2	Gd	Attchd	2009	Fin	3	820	TA	TA	Y	0	67	0	0	0	0	NA	NA	NA	0	3	2010	New	Partial	611657
900	20	RL	65	6993	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Feedr	Norm	1Fam	1Story	5	7	1961	1994	Gable	CompShg	HdBoard	Plywood	None	0	TA	TA	CBlock	TA	TA	No	BLQ	465	Unf	0	447	912	GasA	TA	Y	SBrkr	1236	0	0	1236	0	0	1	0	3	1	TA	6	Typ	1	TA	Attchd	1961	Unf	1	288	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	135000
901	20	RL	NA	7340	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	6	1971	1971	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	ALQ	322	Unf	0	536	858	GasA	TA	Y	SBrkr	858	0	0	858	0	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1979	Unf	1	684	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	110000
902	20	RL	64	8712	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1957	2000	Hip	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	Mn	BLQ	860	Unf	0	132	992	GasA	TA	Y	SBrkr	1306	0	0	1306	1	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1968	Unf	1	756	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal	153000
903	60	RL	63	7875	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	783	783	GasA	Ex	Y	SBrkr	807	702	0	1509	0	0	2	1	3	1	Gd	8	Typ	1	Gd	Attchd	2003	Fin	2	393	TA	TA	Y	0	75	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	180000
904	20	RL	50	14859	Pave	NA	IR1	HLS	AllPub	CulDSac	Gtl	Gilbert	Norm	Norm	1Fam	1Story	7	5	2006	2006	Hip	CompShg	VinylSd	VinylSd	BrkFace	27	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1670	1670	GasA	Ex	Y	SBrkr	1670	0	0	1670	0	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2006	RFn	3	690	TA	TA	Y	144	60	0	0	0	0	NA	NA	NA	0	8	2006	New	Partial	240000
905	20	RL	NA	6173	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	6	1967	1967	Gable	CompShg	HdBoard	Wd Sdng	BrkFace	75	TA	TA	CBlock	TA	TA	No	GLQ	599	Unf	0	277	876	GasA	TA	Y	SBrkr	902	0	0	902	0	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1967	Unf	1	288	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	8	2007	WD	Normal	125500
906	20	RL	80	9920	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1954	1954	Gable	CompShg	HdBoard	HdBoard	Stone	110	TA	TA	CBlock	TA	TA	No	Rec	354	LwQ	290	412	1056	GasA	TA	Y	SBrkr	1063	0	0	1063	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1954	RFn	1	280	TA	TA	Y	0	0	164	0	0	0	NA	MnPrv	NA	0	2	2010	WD	Normal	128000
907	20	RL	116	13501	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Somerst	Norm	Norm	1Fam	1Story	8	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	Stone	208	Gd	TA	PConc	Gd	TA	No	GLQ	63	Unf	0	1560	1623	GasA	Ex	Y	SBrkr	1636	0	0	1636	1	0	2	0	3	1	Gd	8	Typ	1	Gd	Attchd	2006	RFn	3	865	TA	TA	Y	0	60	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	255000
908	50	RL	86	11500	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	1.5Fin	7	7	1936	1987	Gable	CompShg	BrkFace	BrkFace	None	0	Gd	TA	CBlock	Gd	TA	No	Rec	223	Unf	0	794	1017	GasA	Gd	Y	SBrkr	1020	1037	0	2057	0	0	1	1	3	1	Gd	6	Typ	1	Gd	Attchd	1936	Fin	1	180	Fa	TA	Y	0	0	0	0	322	0	NA	NA	NA	0	6	2006	WD	Normal	250000
909	20	RL	NA	8885	Pave	NA	IR1	Low	AllPub	Inside	Mod	Mitchel	Norm	Norm	1Fam	1Story	5	5	1983	1983	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	Gd	TA	Av	BLQ	301	ALQ	324	239	864	GasA	TA	Y	SBrkr	902	0	0	902	1	0	1	0	2	1	TA	5	Typ	0	NA	Attchd	1983	Unf	2	484	TA	TA	Y	164	0	0	0	0	0	NA	MnPrv	NA	0	6	2006	WD	Normal	131000
910	60	RL	149	12589	Pave	NA	IR2	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	742	742	GasA	Ex	Y	SBrkr	742	742	0	1484	0	0	2	1	3	1	Gd	8	Typ	1	Gd	Attchd	2005	Fin	2	390	TA	TA	Y	36	24	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	174000
911	90	RL	80	11600	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Feedr	Norm	Duplex	2Story	5	5	1960	1960	Gable	CompShg	MetalSd	MetalSd	BrkFace	361	TA	TA	CBlock	TA	TA	No	Rec	443	Unf	0	662	1105	GasA	TA	Y	FuseA	1105	1169	0	2274	0	0	2	0	5	2	TA	12	Typ	0	NA	Detchd	1960	Unf	2	480	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	1	2010	WD	Normal	154300
912	20	RL	NA	9286	Pave	NA	IR1	Lvl	AllPub	CulDSac	Mod	CollgCr	Norm	Norm	1Fam	1Story	5	7	1977	1989	Gable	CompShg	HdBoard	Plywood	None	0	TA	TA	CBlock	Gd	Gd	Av	ALQ	196	Unf	0	1072	1268	GasA	TA	Y	SBrkr	1268	0	0	1268	0	0	1	1	3	1	Gd	5	Typ	0	NA	Detchd	1978	Unf	1	252	TA	TA	Y	173	0	0	0	0	0	NA	NA	NA	0	10	2009	WD	Normal	143500
913	30	RM	51	6120	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1Story	5	7	1925	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	Rec	489	Unf	0	279	768	GasA	TA	N	SBrkr	1015	0	0	1015	0	0	1	0	3	1	TA	6	Min1	0	NA	Detchd	1925	Unf	1	450	TA	TA	Y	0	0	112	0	120	0	NA	MnPrv	Shed	620	7	2006	WD	Abnorml	88000
914	90	RH	82	6270	Pave	NA	Reg	HLS	AllPub	Inside	Gtl	Crawfor	Norm	Norm	Duplex	2Story	5	6	1949	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	BLQ	284	Unf	0	717	1001	GasA	TA	N	FuseA	1001	1001	0	2002	0	0	2	0	4	2	TA	8	Typ	0	NA	2Types	1949	Unf	3	871	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal	145000
915	160	FV	30	3000	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	TwnhsE	2Story	6	5	2009	2009	Gable	CompShg	VinylSd	VinylSd	Stone	76	Gd	TA	PConc	Gd	TA	Av	GLQ	294	Unf	0	318	612	GasA	Ex	Y	SBrkr	612	612	0	1224	0	0	2	1	2	1	Gd	4	Typ	0	NA	Detchd	2009	RFn	2	528	TA	TA	Y	0	234	0	0	0	0	NA	NA	NA	0	6	2009	New	Partial	173733
916	160	RM	21	2001	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	Twnhs	2Story	4	5	1970	1970	Gable	CompShg	CemntBd	CmentBd	BrkFace	80	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	546	546	GasA	Fa	Y	SBrkr	546	546	0	1092	0	0	1	1	3	1	TA	6	Typ	0	NA	Attchd	1970	Unf	1	286	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	1	2007	WD	Normal	75000
917	20	C (all)	50	9000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1Story	2	3	1949	1950	Gable	CompShg	AsbShng	AsbShng	None	0	TA	TA	CBlock	TA	TA	Av	BLQ	50	Unf	0	430	480	GasA	TA	N	FuseA	480	0	0	480	1	0	0	0	1	1	TA	4	Typ	0	NA	Detchd	1958	Unf	1	308	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	10	2006	WD	Abnorml	35311
918	20	RL	NA	17140	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	4	6	1956	1956	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	ALQ	1059	Unf	0	75	1134	GasA	Ex	Y	FuseA	1229	0	0	1229	0	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1956	RFn	1	284	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2009	WD	Normal	135000
919	60	RL	103	13125	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	SawyerW	Norm	Norm	1Fam	2Story	7	5	1991	1991	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	PConc	Ex	TA	Mn	BLQ	48	GLQ	634	422	1104	GasA	Ex	Y	SBrkr	912	1215	0	2127	1	0	2	1	4	1	Gd	8	Typ	1	TA	Attchd	1991	RFn	3	833	TA	TA	Y	72	192	224	0	0	0	NA	GdPrv	NA	0	11	2007	WD	Normal	238000
920	20	RL	87	11029	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	8	1958	2002	Hip	CompShg	MetalSd	MetalSd	None	0	Ex	TA	CBlock	Gd	TA	No	ALQ	528	BLQ	411	245	1184	GasA	Ex	Y	SBrkr	1414	0	0	1414	1	0	1	0	3	1	TA	6	Min1	1	TA	Attchd	1990	Unf	2	601	TA	TA	Y	0	51	0	0	190	0	NA	NA	NA	0	5	2008	WD	Normal	176500
921	60	RL	70	8462	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	6	5	1994	1994	Gable	CompShg	HdBoard	HdBoard	BrkFace	105	Gd	Gd	PConc	Gd	Gd	No	GLQ	814	Unf	0	114	928	GasA	Ex	Y	SBrkr	936	785	0	1721	0	1	2	1	3	1	Gd	7	Typ	0	NA	Attchd	1994	RFn	2	471	TA	TA	Y	300	87	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	201000
922	90	RL	67	8777	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Feedr	Norm	Duplex	1.5Fin	5	7	1900	2003	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	ALQ	1084	Unf	0	188	1272	GasA	Gd	Y	SBrkr	1272	928	0	2200	2	0	2	2	4	2	TA	9	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	70	0	0	0	0	NA	GdPrv	NA	0	9	2008	WD	Normal	145900
923	20	RL	65	10237	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Gilbert	RRAn	Norm	1Fam	1Story	6	5	2005	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	28	Unf	0	1288	1316	GasA	Ex	Y	SBrkr	1316	0	0	1316	0	0	2	0	3	1	Gd	6	Typ	1	Gd	Attchd	2005	Fin	2	397	TA	TA	Y	100	0	0	23	0	0	NA	NA	NA	0	10	2006	New	Partial	169990
924	120	RL	50	8012	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	TwnhsE	1Story	6	5	1993	1994	Gable	CompShg	Plywood	Plywood	None	0	Gd	TA	PConc	Gd	TA	No	LwQ	165	GLQ	841	598	1604	GasA	Ex	Y	SBrkr	1617	0	0	1617	1	0	2	0	2	1	Gd	5	Typ	1	Fa	Attchd	1993	RFn	2	533	TA	TA	Y	0	69	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	193000
925	20	RL	79	10240	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	6	6	1980	1980	Gable	CompShg	Plywood	Plywood	BrkFace	157	TA	Gd	CBlock	Gd	TA	No	BLQ	625	LwQ	1061	0	1686	GasA	TA	Y	SBrkr	1686	0	0	1686	1	0	2	0	3	1	TA	7	Typ	1	TA	Attchd	1980	Unf	2	612	TA	TA	Y	384	131	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal	207500
926	20	RL	NA	15611	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NWAmes	Norm	Norm	1Fam	1Story	5	6	1977	1977	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	Av	ALQ	767	LwQ	93	266	1126	GasA	TA	Y	SBrkr	1126	0	0	1126	0	1	2	0	3	1	Ex	6	Typ	0	NA	Attchd	1977	RFn	2	540	TA	TA	Y	180	0	0	0	0	0	NA	NA	NA	0	3	2008	WD	Abnorml	175000
927	60	RL	93	11999	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	8	5	2003	2004	Hip	CompShg	VinylSd	VinylSd	BrkFace	340	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1181	1181	GasA	Ex	Y	SBrkr	1234	1140	0	2374	0	0	2	1	4	1	Ex	10	Typ	1	Gd	BuiltIn	2003	Fin	3	656	TA	TA	Y	104	100	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	285000
928	60	RL	NA	9900	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Feedr	Norm	1Fam	2Story	7	5	1968	1968	Gable	CompShg	MetalSd	MetalSd	BrkFace	342	TA	TA	CBlock	TA	TA	No	BLQ	552	Unf	0	280	832	GasA	Gd	Y	SBrkr	1098	880	0	1978	0	0	2	1	4	1	TA	9	Typ	1	Gd	Attchd	1968	RFn	2	486	TA	TA	Y	0	43	0	0	0	0	NA	GdPrv	NA	0	4	2008	WD	Normal	176000
929	20	RL	NA	11838	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	8	5	2001	2001	Hip	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	1753	1753	GasA	Ex	Y	SBrkr	1788	0	0	1788	0	0	2	0	3	1	Ex	7	Typ	1	TA	Attchd	2001	RFn	2	522	TA	TA	Y	202	151	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	236500
930	60	RL	NA	13006	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	1997	1997	Gable	CompShg	HdBoard	HdBoard	BrkFace	285	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	964	964	GasA	Gd	Y	SBrkr	993	1243	0	2236	0	0	2	1	4	1	Gd	8	Typ	1	TA	BuiltIn	1997	Fin	2	642	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	11	2006	WD	Normal	222000
931	20	RL	73	8925	Pave	NA	IR1	HLS	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	8	5	2007	2007	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	16	Unf	0	1450	1466	GasA	Ex	Y	SBrkr	1466	0	0	1466	0	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2007	Fin	3	610	TA	TA	Y	100	18	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	201000
932	20	RL	70	9100	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1965	1965	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	BLQ	338	Rec	466	121	925	GasA	Ex	Y	SBrkr	925	0	0	925	0	1	1	0	2	1	TA	5	Typ	0	NA	Detchd	1965	Unf	1	429	TA	TA	Y	0	0	0	0	0	0	NA	GdWo	NA	0	7	2009	WD	Normal	117500
933	20	RL	84	11670	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Somerst	RRNn	Norm	1Fam	1Story	9	5	2006	2006	Hip	CompShg	VinylSd	ImStucc	Stone	302	Ex	TA	PConc	Ex	Gd	No	Unf	0	Unf	0	1905	1905	GasA	Ex	Y	SBrkr	1905	0	0	1905	0	0	2	0	3	1	Ex	8	Typ	1	Gd	Attchd	2006	Fin	3	788	TA	TA	Y	0	191	0	0	0	0	NA	NA	NA	0	3	2007	WD	Normal	320000
934	20	RL	63	8487	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	BrkFace	210	Gd	TA	PConc	Gd	TA	Av	GLQ	20	Unf	0	1480	1500	GasA	Ex	Y	SBrkr	1500	0	0	1500	0	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2004	RFn	2	570	TA	TA	Y	192	36	0	0	0	0	NA	NA	NA	0	8	2009	WD	Normal	190000
935	20	RL	313	27650	Pave	NA	IR2	HLS	AllPub	Inside	Mod	NAmes	PosA	Norm	1Fam	1Story	7	7	1960	2007	Flat	Tar&Grv	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	Gd	TA	Gd	GLQ	425	Unf	0	160	585	GasA	Ex	Y	SBrkr	2069	0	0	2069	1	0	2	0	4	1	Gd	9	Typ	1	Gd	Attchd	1960	RFn	2	505	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	11	2008	WD	Normal	242000
936	30	RL	52	5825	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1Story	4	5	1926	1953	Gable	CompShg	MetalSd	MetalSd	BrkFace	108	TA	Gd	PConc	Fa	TA	Mn	Unf	0	Unf	0	600	600	GasA	Gd	Y	SBrkr	747	0	0	747	0	0	1	0	1	1	TA	5	Typ	0	NA	Detchd	1953	Unf	2	528	TA	TA	Y	0	0	32	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	79900
937	20	RL	67	10083	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	1Story	7	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	NA	NA	Gd	TA	PConc	Gd	TA	No	GLQ	833	Unf	0	343	1176	GasA	Ex	Y	SBrkr	1200	0	0	1200	1	0	2	0	2	1	Gd	5	Typ	0	NA	Attchd	2003	RFn	2	555	TA	TA	Y	0	41	0	0	0	0	NA	NA	NA	0	8	2009	WD	Normal	184900
938	60	RL	75	9675	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	7	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Mn	GLQ	341	Unf	0	772	1113	GasA	Ex	Y	SBrkr	1113	858	0	1971	0	0	2	1	3	1	Gd	8	Typ	1	Gd	Attchd	2005	RFn	2	689	TA	TA	Y	0	48	0	0	0	0	NA	NA	NA	0	2	2009	WD	Normal	253000
939	60	RL	73	8760	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	Gd	Mn	GLQ	464	Unf	0	927	1391	GasA	Ex	Y	SBrkr	1391	571	0	1962	0	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	2006	RFn	3	868	TA	TA	Y	0	90	0	0	0	0	NA	NA	NA	0	8	2006	New	Partial	239799
940	70	RL	NA	24090	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	ClearCr	Norm	Norm	1Fam	2Story	7	7	1940	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	Mn	Unf	0	Unf	0	1032	1032	GasA	Ex	Y	SBrkr	1207	1196	0	2403	0	0	2	0	4	1	TA	10	Typ	2	TA	Attchd	1940	Unf	1	349	TA	TA	Y	56	0	318	0	0	0	NA	NA	NA	0	6	2010	COD	Normal	244400
941	90	RL	55	12640	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	Duplex	1Story	6	5	1976	1976	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	TA	TA	Gd	Rec	936	LwQ	396	396	1728	GasA	TA	Y	SBrkr	1728	0	0	1728	0	0	2	0	4	2	TA	8	Typ	0	NA	Attchd	1976	Unf	2	574	TA	TA	Y	40	0	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	150900
942	60	RL	NA	8755	Pave	NA	IR1	Lvl	AllPub	FR2	Gtl	Gilbert	RRNn	Norm	1Fam	2Story	7	5	1999	1999	Gable	CompShg	VinylSd	VinylSd	BrkFace	298	Gd	TA	PConc	Gd	TA	No	ALQ	772	Unf	0	220	992	GasA	Ex	Y	SBrkr	1022	1038	0	2060	1	0	2	1	3	1	Gd	8	Typ	1	TA	BuiltIn	1999	RFn	2	390	TA	TA	Y	0	0	0	168	0	0	NA	GdPrv	NA	0	6	2009	WD	Normal	214000
943	90	RL	42	7711	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	Duplex	1Story	4	3	1977	1977	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	PConc	Gd	TA	Gd	GLQ	1440	Unf	0	0	1440	GasA	TA	Y	SBrkr	1440	0	0	1440	2	0	2	0	4	2	TA	8	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	321	0	0	0	0	0	NA	NA	NA	0	8	2007	Oth	Abnorml	150000
944	90	RL	100	25000	Pave	NA	Reg	Low	AllPub	Inside	Gtl	Mitchel	Norm	Norm	Duplex	1Story	5	4	1967	1967	Gable	CompShg	HdBoard	Plywood	None	0	TA	TA	CBlock	TA	TA	Av	Unf	0	Unf	0	1632	1632	GasA	TA	Y	SBrkr	1632	0	0	1632	0	0	2	0	4	2	TA	8	Typ	0	NA	Attchd	1967	Unf	2	576	TA	TA	P	0	0	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	143000
945	20	RL	NA	14375	Pave	NA	IR1	Lvl	NoSeWa	CulDSac	Gtl	Timber	Norm	Norm	1Fam	SLvl	6	6	1958	1958	Gable	CompShg	HdBoard	HdBoard	BrkFace	541	TA	TA	CBlock	TA	TA	No	GLQ	111	Rec	354	354	819	GasA	Gd	Y	FuseA	1344	0	0	1344	0	1	1	0	3	1	Gd	7	Typ	1	Gd	Basment	1958	RFn	2	525	TA	TA	Y	0	118	0	0	233	0	NA	NA	NA	0	1	2009	COD	Abnorml	137500
946	50	RM	98	8820	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	5	6	1890	1996	Hip	CompShg	VinylSd	VinylSd	None	0	TA	TA	BrkTil	TA	TA	No	LwQ	1088	Unf	0	0	1088	GasA	TA	Y	SBrkr	1188	561	120	1869	0	0	1	0	2	1	TA	7	Typ	0	NA	Detchd	1963	Unf	2	456	TA	TA	Y	48	0	244	0	0	0	NA	MnWw	NA	0	9	2009	WD	Normal	124900
947	80	RL	70	8163	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	SLvl	5	6	1959	1959	Gable	CompShg	HdBoard	HdBoard	BrkFace	128	TA	Gd	CBlock	TA	TA	Av	ALQ	748	BLQ	294	102	1144	GasA	TA	Y	SBrkr	1144	0	0	1144	1	0	1	0	3	1	TA	6	Typ	1	TA	Attchd	1959	RFn	1	796	TA	TA	Y	86	0	0	0	0	0	NA	NA	NA	0	3	2006	WD	Normal	143000
948	20	RL	85	14536	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	8	5	2002	2003	Hip	CompShg	VinylSd	VinylSd	BrkFace	236	Gd	TA	PConc	Gd	TA	Av	GLQ	1300	Unf	0	316	1616	GasA	Ex	Y	SBrkr	1629	0	0	1629	1	0	2	0	3	1	Gd	9	Typ	1	Gd	Attchd	2002	Fin	3	808	TA	TA	Y	0	252	0	0	0	0	NA	NA	NA	0	11	2007	WD	Normal	270000
949	60	RL	65	14006	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2002	2002	Gable	CompShg	VinylSd	VinylSd	BrkFace	144	Gd	TA	PConc	Gd	TA	NA	Unf	0	Unf	0	936	936	GasA	Ex	Y	SBrkr	936	840	0	1776	0	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	2002	RFn	2	474	TA	TA	Y	144	96	0	0	0	0	NA	NA	NA	0	2	2006	WD	Normal	192500
950	20	RL	78	9360	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	6	7	1972	2006	Hip	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	TA	TA	No	ALQ	982	Unf	0	179	1161	GasA	TA	Y	SBrkr	1381	0	0	1381	1	0	1	1	3	1	Gd	5	Typ	1	TA	Attchd	1972	RFn	2	676	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	3	2010	WD	Normal	197500
951	20	RL	60	7200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	8	1950	2002	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	ALQ	398	BLQ	149	317	864	GasA	Gd	Y	SBrkr	864	0	0	864	1	0	1	0	3	1	Gd	5	Typ	0	NA	Detchd	1980	RFn	2	720	TA	TA	Y	194	0	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	129000
952	20	RH	60	7800	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	SawyerW	Norm	Norm	1Fam	1Story	5	5	1965	1965	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	BLQ	641	Unf	0	187	828	GasA	Gd	Y	SBrkr	965	0	0	965	1	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1979	Unf	1	300	TA	TA	Y	421	0	0	0	0	0	NA	MnPrv	NA	0	7	2006	WD	Abnorml	119900
953	85	RL	60	7200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	SFoyer	5	8	1972	2003	Gable	CompShg	WdShing	HdBoard	None	0	TA	Gd	CBlock	Gd	TA	Av	GLQ	660	Unf	0	108	768	GasA	Gd	Y	SBrkr	768	0	0	768	0	1	1	0	2	1	TA	5	Typ	0	NA	Detchd	1974	Fin	1	396	TA	TA	Y	192	0	0	0	0	0	NA	MnPrv	NA	0	4	2009	WD	Normal	133900
954	60	RL	NA	11075	Pave	NA	IR1	Lvl	AllPub	Inside	Mod	Mitchel	Norm	Norm	1Fam	2Story	5	4	1969	1969	Gable	CompShg	HdBoard	HdBoard	BrkFace	232	TA	TA	CBlock	TA	TA	Av	ALQ	562	LwQ	193	29	784	GasA	Ex	Y	SBrkr	1168	800	0	1968	0	1	2	1	4	1	TA	7	Min2	1	Po	Attchd	1969	RFn	2	530	TA	TA	Y	305	189	0	0	0	0	NA	MnPrv	Shed	400	9	2008	WD	Normal	172000
955	90	RL	35	9400	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Edwards	Norm	Norm	Duplex	SFoyer	6	5	1975	1975	Flat	Tar&Grv	WdShing	Plywood	BrkFace	250	TA	TA	CBlock	Gd	Gd	Gd	GLQ	945	Unf	0	0	945	GasA	TA	Y	SBrkr	980	0	0	980	0	2	2	0	4	0	TA	4	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	NA	NA	0	10	2006	WD	AdjLand	127500
956	90	RH	82	7136	Pave	NA	IR1	HLS	AllPub	Inside	Gtl	Crawfor	Norm	Norm	Duplex	2Story	6	6	1946	1950	Gable	CompShg	MetalSd	MetalSd	BrkFace	423	TA	TA	CBlock	Gd	TA	No	Rec	484	Unf	0	495	979	GasA	TA	N	FuseF	979	979	0	1958	0	0	2	0	4	2	TA	8	Typ	0	NA	Attchd	1946	Unf	2	492	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal	145000
957	160	RM	24	1300	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blueste	Norm	Norm	TwnhsE	2Story	6	6	1980	1980	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	Gd	TA	No	ALQ	285	Unf	0	276	561	GasA	TA	Y	SBrkr	561	668	0	1229	0	0	1	1	2	1	TA	5	Typ	1	TA	Attchd	1980	Fin	2	462	TA	TA	Y	150	0	0	0	0	0	NA	GdPrv	NA	0	5	2009	WD	Normal	124000
958	20	RL	70	7420	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	5	1962	1962	Hip	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	417	Unf	0	640	1057	GasA	TA	Y	SBrkr	1057	0	0	1057	0	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1977	Fin	2	576	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2007	WD	Normal	132000
959	20	RL	65	8450	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Mn	GLQ	699	Unf	0	638	1337	GasA	Ex	Y	SBrkr	1337	0	0	1337	1	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2003	RFn	2	531	TA	TA	Y	0	39	0	0	0	0	NA	NA	NA	0	10	2007	WD	Normal	185000
960	160	FV	24	2572	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	Somerst	Norm	Norm	Twnhs	2Story	7	5	1999	1999	Hip	CompShg	MetalSd	MetalSd	None	0	Gd	TA	PConc	Gd	TA	No	ALQ	604	Unf	0	92	696	GasA	Ex	Y	SBrkr	696	720	0	1416	1	0	2	1	3	1	Gd	6	Typ	0	NA	Detchd	1999	Unf	2	484	TA	TA	Y	0	44	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	155000
961	20	RL	50	7207	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1Story	5	7	1958	2008	Gable	CompShg	Wd Sdng	Plywood	None	0	TA	Gd	CBlock	TA	TA	Gd	BLQ	696	Unf	0	162	858	GasA	Gd	Y	SBrkr	858	0	0	858	1	0	1	0	2	1	TA	4	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	117	0	0	0	0	0	NA	NA	NA	0	2	2010	WD	Normal	116500
962	60	RL	NA	12227	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NWAmes	PosN	Norm	1Fam	2Story	6	7	1977	1995	Gable	CompShg	HdBoard	HdBoard	BrkFace	424	TA	Gd	CBlock	Gd	Gd	No	ALQ	896	Unf	0	434	1330	GasA	TA	Y	SBrkr	1542	1330	0	2872	1	0	2	1	4	1	TA	11	Typ	1	TA	Attchd	1977	Fin	2	619	TA	TA	Y	550	282	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	272000
963	160	RL	24	2308	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NPkVill	Norm	Norm	TwnhsE	2Story	6	6	1976	1976	Gable	CompShg	Plywood	Brk Cmn	None	0	TA	TA	CBlock	Gd	TA	No	ALQ	556	Unf	0	248	804	GasA	TA	Y	SBrkr	804	744	0	1548	1	0	2	1	3	1	Gd	7	Typ	1	TA	Detchd	1976	Unf	2	440	TA	TA	Y	48	0	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	155000
964	20	RL	122	11923	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	1Story	9	5	2007	2007	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Ex	TA	No	Unf	0	Unf	0	1800	1800	GasA	Ex	Y	SBrkr	1800	0	0	1800	0	0	2	0	2	1	Ex	7	Typ	0	NA	Attchd	2007	Fin	2	702	TA	TA	Y	288	136	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal	239000
965	60	RL	80	11316	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Timber	Norm	Norm	1Fam	2Story	7	5	2002	2003	Gable	CompShg	VinylSd	VinylSd	BrkFace	44	Gd	TA	PConc	Gd	TA	No	GLQ	624	Unf	0	193	817	GasA	Ex	Y	SBrkr	824	1070	0	1894	1	0	2	1	4	1	Gd	8	Typ	1	Gd	BuiltIn	2002	Fin	2	510	TA	TA	Y	0	40	0	0	0	0	NA	NA	NA	0	2	2010	WD	Normal	214900
966	60	RL	65	10237	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Gilbert	RRAn	Norm	1Fam	2Story	6	5	2005	2007	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	783	783	GasA	Ex	Y	SBrkr	783	701	0	1484	0	0	2	1	3	1	Gd	8	Typ	1	Gd	Attchd	2005	Fin	2	393	TA	TA	Y	0	72	0	0	0	0	NA	NA	NA	0	7	2007	New	Partial	178900
967	50	RL	130	9600	Pave	NA	IR1	HLS	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	1.5Fin	5	7	1940	1950	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	Gd	BrkTil	TA	Fa	No	Rec	428	Unf	0	300	728	GasA	Ex	Y	SBrkr	976	332	0	1308	1	0	1	1	2	1	TA	7	Min2	2	TA	Detchd	1940	Unf	1	256	TA	TA	Y	0	70	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	160000
968	20	RL	NA	7390	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1955	1955	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	151	TA	TA	CBlock	TA	TA	No	ALQ	902	Unf	0	196	1098	GasA	TA	Y	SBrkr	1098	0	0	1098	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1955	Unf	1	260	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	135000
969	50	RM	50	5925	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	3	6	1910	1950	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	600	600	Grav	Fa	N	SBrkr	600	368	0	968	0	0	1	0	2	1	TA	6	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	GdWo	NA	0	5	2009	WD	Abnorml	37900
970	190	RL	75	10382	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	2fmCon	SLvl	6	5	1958	1958	Hip	CompShg	HdBoard	HdBoard	BrkFace	105	TA	Fa	CBlock	TA	TA	Gd	ALQ	513	Unf	0	75	588	GasA	TA	Y	SBrkr	1095	0	0	1095	1	0	1	0	2	1	TA	6	Typ	0	NA	Attchd	1958	RFn	1	264	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	3	2006	ConLD	Normal	140000
971	50	RL	60	10800	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1.5Fin	4	4	1949	1950	Gable	CompShg	AsbShng	AsbShng	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	720	720	GasA	TA	N	FuseA	720	472	0	1192	0	0	1	1	4	1	TA	6	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	NA	NA	0	12	2006	WD	Abnorml	135000
972	160	RL	36	2268	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	Twnhs	2Story	7	5	2003	2004	Gable	CompShg	VinylSd	Wd Shng	Stone	106	Gd	TA	PConc	Gd	TA	No	GLQ	567	Unf	0	197	764	GasA	Ex	Y	SBrkr	764	862	0	1626	0	0	2	0	2	1	Gd	6	Typ	0	NA	BuiltIn	2003	RFn	2	474	TA	TA	Y	0	27	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	173000
973	120	RL	55	7892	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	TwnhsE	1Story	6	5	1979	1979	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	Gd	TA	No	Unf	0	Unf	0	918	918	GasA	TA	Y	SBrkr	918	0	0	918	0	0	2	0	2	1	TA	5	Typ	1	TA	Attchd	1979	Unf	1	264	TA	TA	Y	28	0	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	99500
974	20	FV	95	11639	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Somerst	Norm	Norm	1Fam	1Story	7	5	2007	2008	Gable	CompShg	CemntBd	CmentBd	NA	NA	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1428	1428	GasA	Ex	Y	SBrkr	1428	0	0	1428	0	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2007	Fin	2	480	TA	TA	Y	0	120	0	0	0	0	NA	NA	NA	0	12	2008	New	Partial	182000
975	70	RL	60	11414	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	BrkSide	RRAn	Feedr	1Fam	2Story	7	8	1910	1993	Gable	CompShg	HdBoard	HdBoard	None	0	TA	Gd	BrkTil	Gd	TA	No	Unf	0	Unf	0	728	728	GasA	TA	N	SBrkr	1136	883	0	2019	0	0	1	0	3	1	Gd	8	Typ	0	NA	Detchd	1997	Unf	2	532	TA	TA	Y	509	135	0	0	0	0	NA	GdPrv	NA	0	10	2009	WD	Normal	167500
976	160	FV	NA	2651	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	Somerst	Norm	Norm	Twnhs	2Story	7	5	2000	2000	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	641	Unf	0	32	673	GasA	Ex	Y	SBrkr	673	709	0	1382	1	0	2	1	3	1	Gd	6	Typ	0	NA	Detchd	2000	Unf	2	490	TA	TA	Y	153	50	0	0	0	0	NA	NA	NA	0	4	2006	WD	Normal	165000
977	30	RL	51	5900	Pave	NA	IR1	Bnk	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1Story	4	7	1923	1958	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	440	440	GasA	TA	Y	FuseA	869	0	0	869	0	0	1	0	2	1	Fa	4	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	NA	NA	0	8	2006	WD	Normal	85500
978	120	FV	35	4274	Pave	Pave	IR1	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	TwnhsE	1Story	7	5	2006	2007	Gable	CompShg	VinylSd	VinylSd	NA	NA	Gd	TA	PConc	Gd	TA	No	GLQ	1106	Unf	0	135	1241	GasA	Ex	Y	SBrkr	1241	0	0	1241	1	0	1	1	1	1	Gd	4	Typ	0	NA	Attchd	2007	Fin	2	569	TA	TA	Y	0	116	0	0	0	0	NA	NA	NA	0	11	2007	New	Partial	199900
979	20	RL	68	9450	Pave	NA	Reg	Bnk	AllPub	Inside	Mod	Edwards	Norm	Norm	1Fam	1Story	4	5	1954	1954	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	LwQ	552	Unf	0	342	894	GasA	Ex	Y	SBrkr	894	0	0	894	0	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1999	Unf	2	400	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2007	WD	Abnorml	110000
980	20	RL	80	8816	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Sawyer	Feedr	Norm	1Fam	1Story	5	6	1963	1963	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	TA	TA	No	Rec	651	Unf	0	470	1121	GasA	TA	Y	SBrkr	1121	0	0	1121	1	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1963	Unf	2	480	TA	TA	Y	0	80	0	0	0	0	NA	MnPrv	NA	0	6	2009	WD	Normal	139000
981	85	RL	NA	12122	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	SFoyer	7	9	1961	2007	Gable	CompShg	CemntBd	CmentBd	Stone	210	Ex	TA	CBlock	TA	TA	Av	ALQ	867	Unf	0	77	944	GasA	Gd	Y	SBrkr	999	0	0	999	1	0	1	0	3	1	Ex	6	Typ	0	NA	Attchd	1961	RFn	2	588	TA	TA	Y	144	76	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	178400
982	60	RL	98	12203	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1998	1999	Hip	CompShg	VinylSd	VinylSd	BrkFace	975	Gd	TA	PConc	Gd	TA	No	GLQ	854	Unf	0	371	1225	GasA	Ex	Y	SBrkr	1276	1336	0	2612	1	0	2	1	4	1	Gd	8	Typ	1	TA	Attchd	1998	Fin	3	676	TA	TA	Y	250	0	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	336000
983	20	RL	43	3182	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	1Fam	1Story	7	5	2007	2007	Gable	CompShg	VinylSd	VinylSd	BrkFace	16	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	1266	1266	GasA	Ex	Y	SBrkr	1266	0	0	1266	0	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2007	Fin	2	388	TA	TA	Y	100	16	0	0	0	0	NA	NA	NA	0	3	2008	WD	Normal	159895
984	60	RL	NA	11250	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	2Story	8	5	2002	2002	Gable	CompShg	CemntBd	CmentBd	None	0	Gd	TA	PConc	Gd	TA	Mn	Unf	0	Unf	0	1128	1128	GasA	Ex	Y	SBrkr	1149	1141	0	2290	0	0	2	1	4	1	Gd	9	Typ	1	Gd	Attchd	2002	Unf	2	779	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal	255900
985	90	RL	75	10125	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	Duplex	1.5Fin	5	5	1977	1977	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	NA	NA	NA	NA	0	NA	0	0	0	GasA	TA	Y	SBrkr	1302	432	0	1734	0	0	2	0	4	2	Gd	8	Typ	0	NA	Attchd	1977	Unf	2	539	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	8	2009	COD	Normal	126000
986	190	RL	68	10880	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	2fmCon	1Story	5	5	1950	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	ALQ	1040	Unf	0	124	1164	GasW	TA	N	SBrkr	1164	0	0	1164	1	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1950	Unf	1	240	TA	TA	Y	0	48	0	0	0	0	NA	NA	NA	0	8	2008	ConLD	Normal	125000
987	50	RM	59	5310	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Feedr	Norm	1Fam	1.5Fin	6	8	1910	2003	Hip	CompShg	VinylSd	VinylSd	None	0	TA	Gd	CBlock	TA	Fa	No	Unf	0	Unf	0	485	485	GasA	Gd	Y	SBrkr	1001	634	0	1635	0	0	1	0	2	1	Gd	5	Typ	0	NA	Attchd	1950	Unf	1	255	Fa	TA	Y	394	0	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	117000
988	20	RL	83	10159	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	9	5	2009	2010	Hip	CompShg	VinylSd	VinylSd	Stone	450	Ex	TA	PConc	Ex	TA	Av	GLQ	1646	Unf	0	284	1930	GasA	Ex	Y	SBrkr	1940	0	0	1940	1	0	2	1	3	1	Ex	8	Typ	1	Gd	Attchd	2010	Fin	3	606	TA	TA	Y	168	95	0	0	0	0	NA	NA	NA	0	4	2010	New	Partial	395192
989	60	RL	NA	12046	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	2Story	6	6	1976	1976	Gable	CompShg	Plywood	Plywood	BrkFace	298	TA	TA	CBlock	TA	TA	No	LwQ	156	Unf	0	692	848	GasA	TA	Y	SBrkr	1118	912	0	2030	0	0	2	1	4	1	Gd	8	Typ	1	TA	Attchd	1976	Fin	2	551	TA	TA	Y	0	224	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	195000
990	60	FV	65	8125	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	7	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	Gd	No	Unf	0	Unf	0	770	770	GasA	Ex	Y	SBrkr	778	798	0	1576	0	0	2	1	3	1	Gd	6	Typ	0	NA	Attchd	2006	RFn	2	614	TA	TA	Y	0	50	0	0	0	0	NA	NA	NA	0	8	2006	New	Partial	197000
991	60	RL	82	9452	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1997	1998	Gable	CompShg	VinylSd	VinylSd	BrkFace	423	Gd	TA	PConc	Gd	TA	No	GLQ	1074	Unf	0	322	1396	GasA	Ex	Y	SBrkr	1407	985	0	2392	1	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	1997	Fin	3	870	TA	TA	Y	0	70	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	348000
992	70	RM	121	17671	Pave	Grvl	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Artery	Norm	1Fam	2Story	8	9	1882	1986	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	Gd	Gd	BrkTil	TA	TA	No	BLQ	216	Unf	0	700	916	GasA	Gd	Y	SBrkr	916	826	0	1742	0	0	1	1	4	1	Gd	8	Typ	1	Gd	Attchd	1925	Unf	2	424	TA	TA	P	0	169	0	0	0	0	NA	NA	NA	0	11	2009	WD	Normal	168000
993	60	RL	80	9760	Pave	NA	Reg	Lvl	AllPub	Inside	Mod	NAmes	Norm	Norm	1Fam	2Story	6	8	1964	1993	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	340	TA	TA	CBlock	TA	TA	Gd	BLQ	536	Rec	117	169	822	GasA	Gd	Y	SBrkr	1020	831	0	1851	0	0	2	1	3	1	Gd	7	Typ	1	Fa	Attchd	1964	RFn	2	440	TA	TA	Y	239	42	0	0	0	0	NA	MnWw	NA	0	7	2007	WD	Normal	187000
994	60	RL	68	8846	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	6	5	2005	2006	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	750	750	GasA	Ex	Y	SBrkr	750	750	0	1500	0	0	2	1	3	1	Gd	6	Typ	0	NA	Attchd	2005	RFn	2	564	TA	TA	Y	0	35	0	0	0	0	NA	NA	NA	0	8	2006	New	Partial	173900
995	20	RL	96	12456	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	NridgHt	Norm	Norm	1Fam	1Story	10	5	2006	2007	Hip	CompShg	CemntBd	CmentBd	Stone	230	Ex	TA	PConc	Ex	TA	Gd	GLQ	1172	Unf	0	528	1700	GasA	Ex	Y	SBrkr	1718	0	0	1718	1	0	2	0	3	1	Ex	7	Typ	1	Gd	Attchd	2008	Fin	3	786	TA	TA	Y	216	48	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	337500
996	50	RL	51	4712	Pave	NA	IR1	Lvl	AllPub	Inside	Mod	BrkSide	Feedr	Norm	1Fam	1.5Fin	4	7	1946	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	ALQ	384	Unf	0	363	747	GasA	TA	Y	SBrkr	774	456	0	1230	1	0	1	1	3	1	TA	5	Typ	0	NA	Detchd	1946	Unf	1	305	TA	TA	Y	0	57	0	0	63	0	NA	MnPrv	NA	0	8	2006	WD	Abnorml	121600
997	20	RL	NA	10659	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1961	1961	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Rec	915	Unf	0	135	1050	GasA	TA	Y	SBrkr	1050	0	0	1050	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1961	Unf	1	368	TA	TA	Y	0	319	0	0	0	0	NA	NA	NA	0	1	2006	COD	Normal	136500
998	20	RL	NA	11717	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NWAmes	PosA	Norm	1Fam	1Story	6	6	1970	1970	Hip	CompShg	HdBoard	HdBoard	BrkFace	571	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1442	1442	GasA	TA	Y	SBrkr	1442	0	0	1442	0	0	2	0	2	1	TA	6	Typ	1	TA	Attchd	1970	RFn	2	615	TA	TA	Y	371	0	0	0	0	0	NA	NA	NA	0	2	2009	WD	Normal	185000
999	30	RM	60	9786	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1Story	3	4	1922	1950	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	Fa	No	Unf	0	Unf	0	1007	1007	GasA	Fa	N	SBrkr	1077	0	0	1077	0	0	1	0	3	1	TA	6	Typ	1	Gd	Detchd	1922	Unf	1	210	TA	Fa	P	0	100	48	0	0	0	NA	NA	NA	0	5	2006	WD	Normal	91000
1000	20	RL	64	6762	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	Stone	24	Gd	TA	PConc	Gd	TA	Av	GLQ	686	Unf	0	501	1187	GasA	Ex	Y	SBrkr	1208	0	0	1208	1	0	2	0	2	1	Gd	6	Typ	0	NA	Attchd	2006	RFn	2	632	TA	TA	Y	105	61	0	0	0	0	NA	NA	NA	0	2	2010	WD	Normal	206000
1001	20	RL	74	10206	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Edwards	Norm	Norm	1Fam	1Story	3	3	1952	1952	Flat	Tar&Grv	BrkComm	Brk Cmn	None	0	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasW	Fa	N	FuseF	944	0	0	944	0	0	1	0	2	1	Fa	4	Min1	0	NA	Detchd	1956	Unf	2	528	TA	Fa	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	82000
1002	30	RL	60	5400	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	1Story	5	6	1920	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	Fa	TA	No	Unf	0	Unf	0	691	691	GasA	Ex	Y	FuseA	691	0	0	691	0	0	1	0	2	1	Ex	4	Typ	0	NA	Detchd	1920	Unf	1	216	Fa	TA	N	0	20	94	0	0	0	NA	NA	NA	0	1	2007	WD	Abnorml	86000
1003	20	RL	75	11957	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Somerst	RRAn	Norm	1Fam	1Story	8	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	BrkFace	53	Gd	TA	PConc	Gd	TA	No	GLQ	24	Unf	0	1550	1574	GasA	Ex	Y	SBrkr	1574	0	0	1574	0	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2006	RFn	3	824	TA	TA	Y	144	104	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	232000
1004	90	RL	NA	11500	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NWAmes	Feedr	RRAn	Duplex	1Story	5	6	1976	1976	Gable	CompShg	VinylSd	VinylSd	BrkFace	164	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1680	1680	GasA	Fa	Y	SBrkr	1680	0	0	1680	0	0	2	0	4	2	TA	8	Typ	0	NA	Detchd	1976	Unf	2	528	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	136905
1005	120	RL	43	3182	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2005	2006	Gable	CompShg	VinylSd	VinylSd	BrkFace	16	Gd	TA	PConc	Gd	TA	No	GLQ	16	Unf	0	1330	1346	GasA	Ex	Y	SBrkr	1504	0	0	1504	0	0	2	0	1	1	Gd	7	Typ	1	Gd	Attchd	2005	Fin	2	457	TA	TA	Y	156	0	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal	181000
1006	80	RL	65	8385	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	SLvl	5	8	1977	1977	Gable	CompShg	HdBoard	HdBoard	BrkFace	220	Gd	TA	CBlock	Gd	Gd	Av	GLQ	595	Unf	0	390	985	GasA	TA	Y	SBrkr	985	0	0	985	0	0	2	0	3	1	TA	6	Typ	0	NA	Attchd	1977	Unf	1	328	TA	TA	Y	210	0	0	0	0	0	NA	NA	NA	0	11	2008	WD	Normal	149900
1007	20	RL	NA	12155	Pave	NA	IR3	Lvl	AllPub	Inside	Gtl	NAmes	PosN	Norm	1Fam	1Story	6	3	1970	1970	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	Gd	TA	No	LwQ	1237	Unf	0	420	1657	GasA	Gd	Y	SBrkr	1657	0	0	1657	0	1	2	0	3	1	TA	7	Typ	1	TA	Attchd	1970	Unf	2	484	TA	TA	Y	0	0	0	0	147	0	NA	NA	NA	0	3	2007	WD	Normal	163500
1008	160	RM	21	2217	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	TwnhsE	2Story	4	4	1970	1970	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	CBlock	TA	TA	No	BLQ	273	LwQ	273	0	546	GasA	TA	Y	SBrkr	546	546	0	1092	0	0	1	1	3	1	TA	6	Typ	0	NA	Attchd	1970	RFn	1	286	TA	TA	Y	238	0	0	0	0	0	NA	NA	NA	0	8	2009	WD	Normal	88000
1009	20	RL	43	12118	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Mitchel	Norm	Norm	1Fam	1Story	7	5	2004	2005	Hip	CompShg	VinylSd	VinylSd	Stone	108	Gd	TA	PConc	Ex	TA	Mn	Unf	0	Unf	0	1710	1710	GasA	Ex	Y	SBrkr	1710	0	0	1710	0	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2004	Fin	2	550	TA	TA	Y	100	48	0	0	180	0	NA	NA	NA	0	4	2009	WD	Normal	240000
1010	50	RL	60	6000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SWISU	Norm	Norm	1Fam	1.5Fin	5	5	1926	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Fa	BrkTil	TA	TA	No	Unf	0	Unf	0	1008	1008	GasA	Ex	Y	SBrkr	1008	0	514	1522	0	0	2	0	4	1	TA	7	Typ	0	NA	NA	NA	NA	0	0	NA	NA	P	0	0	138	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	102000
1011	50	RL	115	21286	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1.5Fin	5	5	1948	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	720	720	GasA	TA	Y	SBrkr	720	551	0	1271	0	0	2	0	4	1	TA	7	Typ	1	Gd	Attchd	1948	Unf	1	312	TA	TA	Y	0	0	108	0	0	0	NA	NA	NA	0	8	2008	WD	Normal	135000
1012	90	RL	75	9825	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	Duplex	1Story	5	5	1965	1965	Hip	CompShg	AsphShn	AsphShn	None	0	TA	TA	CBlock	NA	NA	NA	NA	0	NA	0	0	0	GasA	TA	N	SBrkr	1664	0	0	1664	0	0	2	0	4	2	TA	8	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	100000
1013	70	RL	55	10592	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	2Story	6	7	1923	1996	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Gd	PConc	TA	Fa	No	Unf	0	Unf	0	602	602	GasA	TA	Y	SBrkr	900	602	0	1502	0	0	1	1	3	1	Gd	7	Typ	2	TA	Detchd	1923	Unf	1	180	TA	TA	Y	96	0	112	0	53	0	NA	NA	NA	0	8	2007	WD	Normal	165000
1014	30	RM	60	7200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	5	4	1910	2006	Hip	CompShg	MetalSd	Stucco	None	0	TA	TA	BrkTil	TA	TA	No	ALQ	247	Rec	465	310	1022	GasW	TA	N	SBrkr	1022	0	0	1022	1	0	1	0	2	1	TA	4	Maj2	0	NA	Detchd	1956	Unf	1	280	TA	TA	Y	0	30	226	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	85000
1015	20	RL	60	11664	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Artery	Norm	1Fam	1Story	6	5	1948	1950	Gable	CompShg	MetalSd	MetalSd	BrkFace	206	TA	TA	CBlock	TA	Fa	No	BLQ	336	Unf	0	746	1082	GasA	TA	Y	SBrkr	1082	0	0	1082	0	0	1	0	2	1	TA	5	Typ	1	Gd	Detchd	1948	Unf	1	240	TA	TA	Y	0	130	0	0	0	0	NA	NA	NA	0	11	2007	WD	Normal	119200
1016	60	RL	70	8400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	2Story	8	6	2001	2001	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	643	Unf	0	167	810	GasA	Ex	Y	SBrkr	810	855	0	1665	1	0	2	1	3	1	Gd	6	Typ	0	NA	Attchd	2001	Fin	2	528	TA	TA	Y	0	45	0	0	0	0	NA	NA	NA	0	11	2009	WD	Normal	227000
1017	20	RL	73	11883	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	1996	1996	Hip	CompShg	VinylSd	VinylSd	BrkFace	196	Gd	TA	PConc	Gd	TA	Gd	GLQ	690	Unf	0	814	1504	GasA	Ex	Y	SBrkr	1504	0	0	1504	1	0	2	0	3	1	Gd	6	Typ	1	TA	Attchd	1996	Fin	2	478	TA	TA	Y	115	66	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	203000
1018	120	RL	NA	5814	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1984	1984	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	CBlock	Gd	TA	Av	GLQ	1036	Unf	0	184	1220	GasA	Gd	Y	SBrkr	1360	0	0	1360	1	0	1	0	1	1	Gd	4	Typ	1	Ex	Attchd	1984	RFn	2	565	TA	TA	Y	63	0	0	0	0	0	NA	NA	NA	0	8	2009	COD	Abnorml	187500
1019	80	RL	NA	10784	Pave	NA	IR1	Lvl	AllPub	FR2	Gtl	Gilbert	Norm	Norm	1Fam	SLvl	7	5	1991	1992	Gable	CompShg	HdBoard	HdBoard	BrkFace	76	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	384	384	GasA	Gd	Y	SBrkr	802	670	0	1472	0	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	1991	RFn	2	402	TA	TA	Y	164	0	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	160000
1020	120	RL	43	3013	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	BrkFace	145	Gd	TA	PConc	Gd	TA	Gd	GLQ	16	Unf	0	1346	1362	GasA	Ex	Y	SBrkr	1506	0	0	1506	0	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2005	Fin	2	440	TA	TA	Y	142	20	0	0	0	0	NA	NA	NA	0	4	2006	WD	Normal	213490
1021	20	RL	60	7024	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	4	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	GLQ	1024	Unf	0	108	1132	GasA	Ex	Y	SBrkr	1132	0	0	1132	1	0	1	1	2	1	Gd	5	Typ	0	NA	Attchd	2005	Fin	2	451	TA	TA	Y	252	64	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	176000
1022	20	RL	64	7406	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	Stone	84	Gd	TA	PConc	Gd	TA	Av	GLQ	684	Unf	0	515	1199	GasA	Ex	Y	SBrkr	1220	0	0	1220	1	0	2	0	2	1	Gd	6	Typ	0	NA	Attchd	2006	RFn	2	632	TA	TA	Y	105	54	0	0	0	0	NA	NA	NA	0	7	2006	New	Partial	194000
1023	50	RM	52	9439	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	5	5	1930	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	LwQ	324	Unf	0	588	912	GasA	Gd	Y	FuseA	912	336	0	1248	0	0	1	0	2	1	TA	6	Typ	0	NA	Detchd	1957	Unf	1	160	Fa	Fa	Y	0	0	192	0	0	0	NA	NA	NA	0	3	2007	WD	Normal	87000
1024	120	RL	43	3182	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2005	2006	Gable	CompShg	VinylSd	VinylSd	BrkFace	14	Gd	TA	PConc	Gd	Gd	No	GLQ	16	Unf	0	1330	1346	GasA	Ex	Y	SBrkr	1504	0	0	1504	0	0	2	0	2	1	Gd	7	Typ	1	Gd	Attchd	2005	Fin	2	437	TA	TA	Y	156	20	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal	191000
1025	20	RL	NA	15498	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Timber	Norm	Norm	1Fam	1Story	8	6	1976	1976	Hip	WdShake	Stone	HdBoard	None	0	Gd	TA	CBlock	Gd	TA	Av	ALQ	1165	LwQ	400	0	1565	GasA	TA	Y	SBrkr	2898	0	0	2898	1	0	2	0	2	1	Gd	10	Typ	1	Gd	Attchd	1976	Fin	2	665	TA	TA	Y	0	72	174	0	0	0	NA	NA	NA	0	5	2008	COD	Abnorml	287000
1026	20	RL	70	7700	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	5	1972	1972	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	LwQ	138	Rec	468	276	882	GasA	TA	Y	SBrkr	882	0	0	882	1	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1980	Unf	2	461	TA	TA	Y	96	0	0	0	0	0	NA	MnPrv	NA	0	3	2007	WD	Normal	112500
1027	20	RL	73	9300	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Feedr	Norm	1Fam	1Story	5	5	1960	1960	Gable	CompShg	MetalSd	HdBoard	BrkFace	324	TA	TA	CBlock	TA	TA	No	Rec	697	Unf	0	571	1268	GasA	TA	Y	SBrkr	1264	0	0	1264	1	0	1	0	3	1	TA	6	Typ	2	Gd	Attchd	1960	Unf	2	461	TA	TA	Y	0	0	0	0	143	0	NA	NA	NA	0	4	2010	WD	Normal	167500
1028	20	RL	71	9520	Pave	NA	IR1	HLS	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	8	5	2007	2008	Gable	CompShg	VinylSd	VinylSd	Stone	338	Gd	TA	PConc	Gd	TA	Gd	GLQ	1513	Unf	0	125	1638	GasA	Ex	Y	SBrkr	1646	0	0	1646	1	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2008	RFn	3	800	TA	TA	Y	192	44	0	0	0	0	NA	NA	NA	0	4	2008	New	Partial	293077
1029	50	RL	79	9492	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Artery	Norm	1Fam	1.5Fin	5	5	1941	1950	Gable	CompShg	WdShing	Wd Shng	None	0	TA	TA	CBlock	TA	TA	No	Rec	368	BLQ	41	359	768	GasA	TA	Y	SBrkr	968	408	0	1376	1	0	1	0	3	1	TA	6	Typ	1	Gd	Attchd	1941	Unf	1	240	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2007	WD	Normal	105000
1030	160	RM	21	1680	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	Twnhs	2Story	6	7	1972	1972	Gable	CompShg	HdBoard	HdBoard	BrkFace	281	TA	TA	CBlock	TA	TA	No	BLQ	317	Unf	0	355	672	GasA	Gd	Y	SBrkr	672	546	0	1218	0	1	1	1	3	1	TA	7	Typ	0	NA	Detchd	1972	Unf	1	264	TA	TA	Y	0	28	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal	118000
1031	190	RH	NA	7082	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SWISU	Norm	Norm	2fmCon	2Story	5	8	1916	1995	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	TA	TA	Mn	Unf	0	Unf	0	686	686	GasA	Gd	Y	SBrkr	948	980	0	1928	0	0	2	0	5	2	TA	10	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	0	228	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	160000
1032	75	RL	102	15863	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	SWISU	Norm	Norm	1Fam	2.5Fin	7	3	1920	1970	Gable	CompShg	Wd Sdng	Plywood	None	0	TA	TA	BrkTil	TA	TA	No	GLQ	523	Unf	0	301	824	GasA	Ex	Y	SBrkr	1687	998	397	3082	1	0	2	1	5	1	TA	12	Typ	2	TA	Basment	1970	Fin	2	672	TA	TA	Y	136	63	0	0	0	0	NA	NA	NA	0	8	2009	WD	Normal	197000
1033	60	RL	NA	14541	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	7	1993	1993	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	Gd	PConc	Gd	Gd	No	GLQ	1012	Unf	0	326	1338	GasA	Ex	Y	SBrkr	1352	1168	0	2520	1	0	2	1	5	1	Gd	10	Typ	1	TA	Attchd	1993	RFn	3	796	TA	TA	Y	209	55	0	0	0	0	NA	NA	NA	0	11	2006	WD	Abnorml	310000
1034	20	RL	NA	8125	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2002	2002	Gable	CompShg	VinylSd	VinylSd	Stone	295	Gd	TA	PConc	Gd	TA	No	GLQ	986	Unf	0	668	1654	GasA	Ex	Y	SBrkr	1654	0	0	1654	1	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2002	Unf	3	900	TA	TA	Y	0	136	0	0	0	0	NA	NA	NA	0	2	2006	WD	Normal	230000
1035	30	RL	50	6305	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	1Story	5	7	1938	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	PConc	Fa	Fa	No	Unf	0	Unf	0	920	920	GasA	Ex	Y	SBrkr	954	0	0	954	0	0	1	0	2	1	Fa	5	Typ	1	Gd	Basment	1938	Unf	1	240	Fa	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	6	2007	WD	Normal	119750
1036	20	RL	NA	11500	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Edwards	Norm	Norm	1Fam	1Story	4	3	1957	1957	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Gd	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	Ex	N	SBrkr	845	0	0	845	0	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1957	Unf	1	290	TA	TA	N	186	0	0	0	0	0	NA	NA	NA	0	1	2009	WD	Normal	84000
1037	20	RL	89	12898	Pave	NA	IR1	HLS	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	9	5	2007	2008	Hip	CompShg	VinylSd	VinylSd	Stone	70	Gd	TA	PConc	Ex	TA	Gd	GLQ	1022	Unf	0	598	1620	GasA	Ex	Y	SBrkr	1620	0	0	1620	1	0	2	0	2	1	Ex	6	Typ	1	Ex	Attchd	2008	Fin	3	912	TA	TA	Y	228	0	0	0	0	0	NA	NA	NA	0	9	2009	WD	Normal	315500
1038	60	RL	NA	9240	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	8	5	2001	2002	Gable	CompShg	VinylSd	VinylSd	BrkFace	396	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1055	1055	GasA	Ex	Y	SBrkr	1055	1208	0	2263	0	0	2	1	3	1	Gd	7	Typ	1	TA	BuiltIn	2001	Fin	2	905	TA	TA	Y	0	45	0	0	189	0	NA	NA	NA	0	9	2008	WD	Normal	287000
1039	160	RM	21	1533	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	Twnhs	2Story	4	6	1970	2008	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	546	546	GasA	TA	Y	SBrkr	798	546	0	1344	0	0	1	1	3	1	TA	6	Typ	1	TA	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal	97000
1040	180	RM	21	1477	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	TwnhsE	SFoyer	4	4	1970	1970	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	CBlock	Gd	TA	Av	GLQ	509	Unf	0	121	630	GasA	TA	Y	SBrkr	630	0	0	630	1	0	1	0	1	1	TA	3	Typ	0	NA	Attchd	1970	Unf	1	286	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2009	WD	Normal	80000
1041	20	RL	88	13125	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	4	1957	2000	Gable	CompShg	Wd Sdng	Wd Sdng	BrkCmn	67	TA	TA	CBlock	TA	TA	No	Rec	168	BLQ	682	284	1134	GasA	Ex	Y	SBrkr	1803	0	0	1803	1	0	2	0	3	1	TA	8	Maj1	1	TA	Attchd	1957	RFn	2	484	TA	TA	Y	0	0	0	0	0	0	NA	GdPrv	NA	0	1	2006	WD	Normal	155000
1042	60	RL	NA	9130	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Feedr	Norm	1Fam	2Story	6	8	1966	2000	Hip	CompShg	HdBoard	HdBoard	BrkFace	252	TA	TA	CBlock	TA	TA	No	GLQ	400	Rec	64	336	800	GasA	Gd	Y	SBrkr	800	832	0	1632	0	1	1	1	4	1	Gd	7	Typ	0	NA	Attchd	1966	Unf	2	484	TA	TA	Y	0	40	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	173000
1043	120	RL	34	5381	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	Twnhs	1Story	6	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	Stone	135	Gd	TA	PConc	Gd	TA	Av	ALQ	900	Unf	0	406	1306	GasA	Ex	Y	SBrkr	1306	0	0	1306	1	0	2	0	1	1	Gd	5	Typ	1	Gd	Attchd	2005	RFn	2	624	TA	TA	Y	170	63	0	0	0	0	NA	NA	NA	0	8	2009	WD	Normal	196000
1044	60	RL	86	11839	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	7	5	1990	1990	Hip	CompShg	HdBoard	HdBoard	BrkFace	99	TA	TA	PConc	Gd	TA	No	GLQ	1085	Unf	0	390	1475	GasA	Ex	Y	SBrkr	1532	797	0	2329	1	0	2	1	4	1	Gd	10	Typ	1	Ex	Attchd	1990	Unf	2	514	TA	TA	Y	192	121	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal	262280
1045	20	RL	80	9600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	PosN	Norm	1Fam	1Story	8	5	1981	1981	Hip	WdShngl	BrkFace	BrkFace	None	0	Gd	TA	PConc	Gd	TA	No	ALQ	1104	Unf	0	1420	2524	GasA	TA	Y	SBrkr	2524	0	0	2524	1	0	2	1	4	1	Gd	9	Typ	1	Gd	Attchd	1981	Fin	2	542	TA	TA	Y	474	120	0	0	0	0	NA	MnPrv	NA	0	7	2009	WD	Normal	278000
1046	20	RL	NA	13680	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Edwards	Norm	Norm	1Fam	1Story	3	5	1955	1955	Hip	CompShg	BrkFace	Wd Sdng	None	0	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	Ex	Y	FuseA	1733	0	0	1733	0	0	2	0	4	1	TA	8	Min2	1	Gd	Attchd	1955	Unf	2	452	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	139600
1047	60	RL	85	16056	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	StoneBr	Norm	Norm	1Fam	2Story	9	5	2005	2006	Hip	CompShg	CemntBd	CmentBd	Stone	208	Gd	TA	PConc	Ex	TA	Av	GLQ	240	Unf	0	1752	1992	GasA	Ex	Y	SBrkr	1992	876	0	2868	0	0	3	1	4	1	Ex	11	Typ	1	Gd	BuiltIn	2005	Fin	3	716	TA	TA	Y	214	108	0	0	0	0	NA	NA	NA	0	7	2006	New	Partial	556581
1048	20	RL	57	9245	Pave	NA	IR2	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	5	1994	1995	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	GLQ	686	Unf	0	304	990	GasA	Ex	Y	SBrkr	990	0	0	990	0	1	1	0	3	1	TA	5	Typ	0	NA	Detchd	1996	Unf	2	672	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	2	2008	WD	Normal	145000
1049	20	RL	100	21750	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	1Story	5	4	1960	2006	Hip	CompShg	HdBoard	HdBoard	BrkFace	75	TA	Fa	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	TA	Y	SBrkr	1771	0	0	1771	0	0	1	0	3	1	TA	9	Min1	1	TA	Attchd	1960	Unf	2	336	TA	TA	Y	0	0	0	0	0	0	NA	GdPrv	NA	0	11	2009	WD	Normal	115000
1050	20	RL	60	11100	Pave	NA	Reg	Low	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	4	7	1946	2006	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	NA	NA	NA	NA	0	NA	0	0	0	GasA	Ex	Y	SBrkr	930	0	0	930	0	0	1	0	2	1	Gd	6	Typ	0	NA	Detchd	1946	Unf	1	308	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2010	WD	Abnorml	84900
1051	20	RL	73	8993	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	1Story	7	5	2007	2007	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	1302	1302	GasA	Ex	Y	SBrkr	1302	0	0	1302	0	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2007	Fin	2	436	TA	TA	Y	0	22	0	0	0	0	NA	NA	NA	0	8	2007	New	Partial	176485
1052	20	RL	103	11175	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2007	2007	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	1316	1316	GasA	Ex	Y	SBrkr	1316	0	0	1316	0	0	2	0	3	1	Gd	6	Typ	1	Gd	Attchd	2007	Fin	2	440	TA	TA	Y	0	20	0	0	0	0	NA	NA	NA	0	10	2007	New	Partial	200141
1053	60	RL	100	9500	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Artery	Norm	1Fam	2Story	6	6	1964	1978	Gable	CompShg	VinylSd	VinylSd	BrkCmn	272	TA	TA	CBlock	TA	TA	No	Rec	442	Unf	0	374	816	GasA	TA	Y	SBrkr	1127	850	0	1977	0	1	1	1	4	1	TA	9	Typ	1	TA	Attchd	1964	RFn	2	540	TA	TA	Y	0	52	0	0	0	0	NA	GdPrv	NA	0	6	2007	WD	Normal	165000
1054	20	RL	68	8562	Pave	NA	Reg	Lvl	AllPub	Inside	Mod	Edwards	Norm	Norm	1Fam	1Story	5	6	1957	2002	Hip	CompShg	HdBoard	HdBoard	Stone	145	TA	TA	CBlock	TA	TA	Av	Rec	383	Unf	0	833	1216	GasA	Ex	Y	FuseA	1526	0	0	1526	0	0	1	0	4	1	TA	7	Min2	1	Gd	Basment	1957	Unf	1	364	TA	TA	Y	116	78	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	144500
1055	60	RL	90	11367	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	2Story	8	5	2002	2002	Gable	CompShg	VinylSd	VinylSd	BrkFace	210	Gd	TA	PConc	Gd	TA	Mn	GLQ	932	Unf	0	133	1065	GasA	Ex	Y	SBrkr	1091	898	0	1989	1	0	2	1	3	1	Gd	7	Typ	1	Gd	Attchd	2002	Fin	2	586	TA	TA	Y	199	60	0	0	0	0	NA	NA	NA	0	11	2006	WD	Normal	255000
1056	20	RL	104	11361	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	6	5	1976	1976	Gable	CompShg	Plywood	Plywood	BrkFace	160	TA	TA	CBlock	Gd	TA	No	ALQ	644	Unf	0	549	1193	GasA	TA	Y	SBrkr	1523	0	0	1523	0	1	2	0	3	1	TA	7	Typ	1	TA	Attchd	1976	Fin	2	478	TA	TA	Y	0	0	0	0	189	0	NA	MnPrv	NA	0	5	2008	COD	Abnorml	180000
1057	120	RL	43	7052	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	7	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	Stone	240	Gd	TA	PConc	Gd	TA	Av	GLQ	659	Unf	0	705	1364	GasA	Ex	Y	SBrkr	1364	0	0	1364	1	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2005	RFn	2	484	TA	TA	Y	192	36	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	185850
1058	60	RL	NA	29959	Pave	NA	IR2	Lvl	AllPub	FR2	Gtl	NoRidge	Norm	Norm	1Fam	2Story	7	6	1994	1994	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	595	Unf	0	378	973	GasA	Ex	Y	SBrkr	979	871	0	1850	0	0	2	1	3	1	Gd	7	Typ	1	Gd	BuiltIn	1994	Fin	2	467	TA	TA	Y	168	98	0	0	0	0	NA	NA	NA	0	1	2009	WD	Normal	248000
1059	60	RL	96	11308	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	9	5	2008	2008	Gable	CompShg	VinylSd	VinylSd	Stone	154	Ex	TA	PConc	Ex	TA	Av	GLQ	936	Unf	0	168	1104	GasA	Ex	Y	SBrkr	1130	1054	0	2184	1	0	2	1	3	1	Ex	10	Typ	1	Gd	Attchd	2008	Fin	3	836	TA	TA	Y	0	102	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	335000
1060	50	RL	NA	11275	Pave	NA	IR1	HLS	AllPub	Corner	Mod	Crawfor	Norm	Norm	1Fam	1.5Fin	6	7	1932	1950	Gable	CompShg	MetalSd	MetalSd	BrkFace	480	TA	TA	CBlock	TA	TA	Mn	Rec	297	LwQ	557	0	854	GasA	TA	Y	SBrkr	1096	895	0	1991	0	0	1	1	3	1	TA	7	Typ	1	Gd	Detchd	1977	Unf	2	432	TA	Fa	Y	0	0	19	0	0	0	NA	NA	NA	0	3	2007	WD	Normal	220000
1061	120	RL	41	4920	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	2001	2001	Gable	CompShg	CemntBd	CmentBd	None	0	Gd	TA	PConc	Gd	TA	Mn	GLQ	616	Unf	0	722	1338	GasA	Ex	Y	SBrkr	1338	0	0	1338	1	0	2	0	2	1	Gd	6	Typ	0	NA	Attchd	2001	Fin	2	582	TA	TA	Y	0	0	170	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	213500
1062	30	C (all)	120	18000	Grvl	NA	Reg	Low	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1Story	3	4	1935	1950	Gable	CompShg	MetalSd	MetalSd	None	0	Fa	TA	CBlock	TA	TA	No	Unf	0	Unf	0	894	894	GasA	TA	Y	SBrkr	894	0	0	894	0	0	1	0	2	1	TA	6	Typ	0	NA	Detchd	1994	RFn	3	1248	TA	TA	Y	0	20	0	0	0	0	NA	NA	Shed	560	8	2008	ConLD	Normal	81000
1063	190	RM	85	13600	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	2fmCon	2Story	5	5	1900	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	662	662	GasA	TA	N	SBrkr	1422	915	0	2337	0	0	2	0	5	2	TA	10	Min2	0	NA	Detchd	1945	Unf	2	560	TA	TA	Y	0	57	0	0	0	0	NA	NA	NA	0	9	2007	WD	Normal	90000
1064	30	RM	50	6000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Artery	Norm	1Fam	1Story	6	6	1925	1980	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	BrkTil	TA	TA	No	BLQ	397	Unf	0	706	1103	GasA	Gd	Y	SBrkr	1103	0	0	1103	0	0	1	0	2	1	Gd	5	Typ	1	Gd	Detchd	1976	Unf	2	440	TA	TA	Y	166	120	0	0	0	0	NA	MnPrv	NA	0	7	2006	WD	Normal	110500
1065	20	RL	NA	11000	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1966	1966	Gable	CompShg	Plywood	Plywood	BrkFace	200	TA	TA	CBlock	TA	TA	Mn	BLQ	740	Rec	230	184	1154	GasA	Ex	Y	SBrkr	1154	0	0	1154	0	0	1	1	3	1	TA	6	Typ	1	Po	Attchd	1966	RFn	2	480	TA	TA	Y	0	58	0	0	0	0	NA	MnPrv	NA	0	11	2009	WD	Normal	154000
1066	60	RL	80	14000	Pave	NA	Reg	Lvl	AllPub	Inside	Mod	ClearCr	Norm	Norm	1Fam	2Story	7	5	1996	1997	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	Gd	TA	PConc	Ex	TA	Gd	GLQ	1201	Unf	0	105	1306	GasA	Ex	Y	SBrkr	1306	954	0	2260	1	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	1996	RFn	2	533	TA	TA	Y	296	44	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	328000
1067	60	RL	59	7837	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	7	1993	1994	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	799	799	GasA	Gd	Y	SBrkr	799	772	0	1571	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1993	RFn	2	380	TA	TA	Y	0	40	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal	178000
1068	60	RL	80	9760	Pave	NA	Reg	Lvl	AllPub	Inside	Mod	NAmes	Norm	Norm	1Fam	2Story	6	6	1964	1964	Gable	CompShg	HdBoard	HdBoard	BrkFace	360	TA	TA	CBlock	TA	TA	Gd	GLQ	674	LwQ	106	0	780	GasA	TA	Y	SBrkr	798	813	0	1611	1	0	1	1	4	1	TA	7	Typ	0	NA	Attchd	1964	RFn	2	442	TA	TA	Y	328	128	0	0	189	0	NA	NA	NA	0	6	2008	WD	Normal	167900
1069	160	RM	42	3964	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	TwnhsE	2Story	6	4	1973	1973	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	CBlock	Gd	TA	No	ALQ	837	Unf	0	105	942	GasA	Gd	Y	SBrkr	1291	1230	0	2521	1	0	2	1	5	1	TA	10	Maj1	1	Gd	Attchd	1973	Fin	2	576	TA	TA	Y	728	20	0	0	0	0	NA	GdPrv	NA	0	6	2006	WD	Normal	151400
1070	45	RL	60	9600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1.5Unf	5	7	1949	2003	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	ALQ	220	Unf	0	625	845	GasA	TA	Y	SBrkr	893	0	0	893	0	1	1	0	2	1	Gd	4	Typ	0	NA	Detchd	1985	Unf	2	576	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	135000
1071	20	RL	72	10152	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1956	1956	Hip	CompShg	MetalSd	MetalSd	BrkFace	120	TA	TA	CBlock	TA	TA	No	BLQ	586	Unf	0	462	1048	GasA	TA	Y	SBrkr	1048	0	0	1048	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1956	Unf	1	286	TA	TA	Y	0	20	0	0	192	0	NA	NA	NA	0	6	2007	WD	Normal	135000
1072	60	RL	78	11700	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	RRAn	Norm	1Fam	2Story	6	6	1968	1968	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	298	Unf	0	429	727	GasA	Ex	Y	SBrkr	829	727	0	1556	0	0	1	1	4	1	TA	8	Typ	0	NA	Attchd	1968	Unf	2	441	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal	154000
1073	50	RL	50	7585	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Artery	Norm	1Fam	1.5Fin	5	3	1948	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	Fa	Fa	Mn	Unf	0	Unf	0	810	810	GasA	Fa	Y	FuseA	1002	454	0	1456	1	1	1	0	4	1	TA	7	Typ	1	TA	Detchd	1954	Unf	1	280	TA	TA	P	0	0	0	0	0	0	NA	NA	NA	0	8	2006	WD	Normal	91500
1074	60	RL	75	7950	Pave	NA	IR1	Bnk	AllPub	Corner	Gtl	Edwards	Norm	Norm	1Fam	2Story	6	6	1977	1977	Hip	CompShg	HdBoard	Plywood	BrkFace	140	TA	TA	CBlock	TA	TA	No	BLQ	535	Unf	0	155	690	GasA	TA	Y	SBrkr	698	728	0	1426	0	0	1	1	3	1	TA	6	Typ	0	NA	Attchd	1977	Fin	2	440	TA	TA	Y	252	0	0	0	0	0	NA	MnPrv	NA	0	7	2009	WD	Normal	159500
1075	20	RL	74	8556	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	1240	1240	GasA	Ex	Y	SBrkr	1240	0	0	1240	0	0	2	0	2	1	Gd	5	Typ	0	NA	Attchd	2006	RFn	3	826	TA	TA	Y	140	93	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	194000
1076	70	RL	75	13125	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	2Story	7	6	1940	1984	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	BLQ	410	Unf	0	390	800	GasA	TA	Y	SBrkr	960	780	0	1740	0	0	1	1	3	1	TA	6	Typ	2	Gd	Attchd	1940	Unf	1	240	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2007	CWD	Normal	219500
1077	50	RL	60	10800	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	5	8	1936	1989	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	Fa	TA	No	ALQ	626	Unf	0	170	796	GasA	Gd	Y	SBrkr	1096	370	0	1466	0	1	2	0	3	1	Gd	7	Min1	1	TA	Attchd	1950	Unf	2	566	TA	TA	Y	436	21	0	0	0	0	NA	NA	Shed	500	4	2006	WD	Normal	170000
1078	20	RL	NA	15870	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1969	1969	Gable	CompShg	VinylSd	Plywood	None	0	TA	TA	CBlock	TA	TA	Mn	BLQ	75	Rec	791	230	1096	GasA	Ex	Y	SBrkr	1096	0	0	1096	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1969	Fin	1	299	TA	TA	Y	240	32	0	0	0	0	NA	NA	NA	0	3	2006	WD	Abnorml	138800
1079	120	RM	37	4435	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	TwnhsE	1Story	6	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	BrkFace	169	Gd	TA	PConc	Gd	TA	Mn	GLQ	662	Unf	0	186	848	GasA	Ex	Y	SBrkr	848	0	0	848	1	0	1	0	1	1	Gd	3	Typ	1	Gd	Attchd	2004	RFn	2	420	TA	TA	Y	140	0	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal	155900
1080	20	RL	65	8775	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	5	1994	1994	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	GLQ	495	Unf	0	495	990	GasA	Gd	Y	SBrkr	990	0	0	990	0	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1996	Unf	1	299	TA	TA	Y	0	64	0	0	0	0	NA	NA	NA	0	4	2007	WD	Normal	126000
1081	20	RL	80	11040	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	6	7	1971	2004	Gable	CompShg	VinylSd	VinylSd	BrkFace	144	Gd	Gd	CBlock	TA	TA	No	ALQ	656	Unf	0	602	1258	GasA	Ex	Y	SBrkr	1258	0	0	1258	0	1	2	0	3	1	Gd	5	Typ	0	NA	Attchd	1971	RFn	2	528	TA	TA	Y	55	0	0	216	0	0	NA	NA	NA	0	10	2008	COD	Abnorml	145000
1082	20	RL	75	7500	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Sawyer	Feedr	Norm	1Fam	1Story	5	5	1963	1963	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	ALQ	824	Unf	0	216	1040	GasA	Fa	Y	SBrkr	1040	0	0	1040	1	0	1	1	3	1	TA	5	Typ	0	NA	Attchd	1963	Fin	1	308	TA	TA	Y	0	0	220	0	0	0	NA	MnPrv	NA	0	6	2010	WD	Normal	133000
1083	20	RL	70	8749	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2002	2002	Gable	CompShg	VinylSd	VinylSd	BrkFace	100	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1459	1459	GasA	Ex	Y	SBrkr	1459	0	0	1459	0	0	2	0	3	1	Gd	6	Typ	1	Gd	Attchd	2002	RFn	2	527	TA	TA	Y	192	39	0	0	0	0	NA	NA	NA	0	9	2007	WD	Normal	192000
1084	20	RL	80	8800	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	6	1964	1964	Hip	CompShg	HdBoard	HdBoard	BrkFace	425	TA	TA	CBlock	TA	TA	No	BLQ	553	Unf	0	698	1251	GasA	TA	Y	SBrkr	1251	0	0	1251	1	0	1	0	3	1	TA	6	Typ	2	Gd	Attchd	1964	RFn	1	461	TA	TA	Y	0	116	0	0	0	0	NA	MnPrv	Shed	700	3	2006	WD	Normal	160000
1085	60	RL	NA	13031	Pave	NA	IR2	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	1995	1996	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	PConc	Gd	TA	No	ALQ	592	Unf	0	99	691	GasA	Gd	Y	SBrkr	691	807	0	1498	0	0	2	1	3	1	TA	6	Typ	1	TA	Attchd	1995	Fin	2	409	TA	TA	Y	315	44	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	187500
1086	85	RL	73	9069	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	SFoyer	6	6	1992	1992	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	PConc	Gd	TA	Av	GLQ	747	Unf	0	189	936	GasA	Ex	Y	SBrkr	996	0	0	996	1	0	1	0	2	1	Gd	5	Typ	0	NA	Attchd	1992	Unf	2	564	TA	TA	Y	120	0	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	147000
1087	160	RM	NA	1974	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	TwnhsE	2Story	4	5	1973	1973	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	CBlock	TA	TA	No	BLQ	334	Unf	0	212	546	GasA	TA	Y	SBrkr	546	546	0	1092	0	0	1	1	3	1	TA	6	Typ	0	NA	Attchd	1973	RFn	1	286	TA	TA	Y	120	96	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	83500
1088	60	FV	85	10574	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	8	5	2005	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Mn	Unf	0	Unf	0	1082	1082	GasA	Ex	Y	SBrkr	1082	871	0	1953	0	0	2	1	3	1	Gd	9	Typ	1	Gd	Attchd	2005	RFn	3	1043	TA	TA	Y	160	50	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal	252000
1089	160	RM	24	2522	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	Twnhs	2Story	7	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	Stone	50	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	970	970	GasA	Ex	Y	SBrkr	970	739	0	1709	0	0	2	0	3	1	Gd	7	Maj1	0	NA	Detchd	2004	Unf	2	380	TA	TA	Y	0	40	0	0	0	0	NA	NA	NA	0	4	2006	WD	Normal	137500
1090	120	FV	37	3316	Pave	Pave	IR1	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	TwnhsE	1Story	8	5	2005	2005	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	1039	Unf	0	208	1247	GasA	Ex	Y	SBrkr	1247	0	0	1247	1	0	1	1	1	1	Gd	4	Typ	1	Gd	Attchd	2005	Fin	2	550	TA	TA	Y	0	84	0	0	0	0	NA	NA	NA	0	4	2006	WD	Normal	197000
1091	90	RL	60	8544	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	Duplex	1Story	3	4	1950	1950	Gable	CompShg	BrkFace	BrkFace	None	0	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	Wall	Fa	N	FuseA	1040	0	0	1040	0	0	2	0	2	2	TA	6	Typ	0	NA	Detchd	1987	Unf	2	400	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	92900
1092	160	FV	24	2160	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	Twnhs	2Story	7	5	1999	2000	Gable	CompShg	MetalSd	MetalSd	BrkFace	212	Gd	TA	PConc	Gd	TA	No	BLQ	510	Unf	0	90	600	GasA	Ex	Y	SBrkr	624	628	0	1252	1	0	2	1	2	1	Gd	4	Typ	0	NA	Detchd	1999	Unf	2	462	TA	TA	Y	0	48	0	0	0	0	NA	NA	NA	0	3	2008	WD	Normal	160000
1093	50	RL	60	8400	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	SWISU	Norm	Norm	1Fam	1.5Fin	6	5	1925	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	PConc	TA	TA	No	Rec	423	Unf	0	758	1181	GasA	Fa	Y	SBrkr	1390	304	0	1694	0	0	2	0	4	1	TA	7	Typ	1	Gd	Detchd	1925	Unf	2	576	TA	TA	Y	342	0	128	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	136500
1094	20	RL	71	9230	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Feedr	Norm	1Fam	1Story	5	8	1965	1998	Hip	CompShg	MetalSd	MetalSd	BrkFace	166	TA	TA	CBlock	TA	TA	Mn	GLQ	661	Unf	0	203	864	GasA	Gd	Y	SBrkr	1200	0	0	1200	1	0	1	1	1	1	Gd	6	Typ	0	NA	Detchd	1977	Unf	2	884	TA	TA	Y	0	64	0	0	0	0	NA	MnPrv	NA	0	10	2006	WD	Normal	146000
1095	20	RL	74	5868	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1956	2000	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	BLQ	248	Rec	240	448	936	GasA	Ex	Y	SBrkr	936	0	0	936	1	0	1	0	2	1	TA	4	Typ	0	NA	Attchd	1956	Fin	1	308	TA	TA	Y	0	0	80	0	160	0	NA	NA	NA	0	5	2010	WD	Normal	129000
1096	20	RL	78	9317	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	6	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	24	Unf	0	1290	1314	GasA	Gd	Y	SBrkr	1314	0	0	1314	0	0	2	0	3	1	Gd	6	Typ	1	Gd	Attchd	2006	RFn	2	440	TA	TA	Y	0	22	0	0	0	0	NA	NA	NA	0	3	2007	WD	Normal	176432
1097	70	RM	60	6882	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	2Story	6	7	1914	2006	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	684	684	GasA	TA	Y	SBrkr	773	582	0	1355	0	0	1	1	3	1	Gd	7	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	136	0	115	0	0	0	NA	NA	NA	0	3	2007	WD	Normal	127000
1098	120	RL	NA	3696	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1986	1986	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	CBlock	Gd	TA	No	Unf	0	Unf	0	1074	1074	GasA	Ex	Y	SBrkr	1088	0	0	1088	0	0	1	1	2	1	Gd	5	Typ	0	NA	Attchd	1987	RFn	2	461	TA	TA	Y	0	74	137	0	0	0	NA	NA	NA	0	10	2007	WD	Normal	170000
1099	50	RM	50	6000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	4	6	1936	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	BLQ	672	Unf	0	0	672	GasA	TA	Y	SBrkr	757	567	0	1324	0	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1936	Unf	1	240	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	128000
1100	20	RL	82	11880	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NWAmes	RRAn	Norm	1Fam	1Story	7	5	1978	1978	Gable	CompShg	Plywood	Plywood	BrkFace	206	TA	TA	CBlock	Gd	TA	No	ALQ	704	Unf	0	567	1271	GasA	TA	Y	SBrkr	1601	0	0	1601	0	0	2	0	3	1	TA	7	Typ	1	TA	Attchd	1978	RFn	2	478	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2009	COD	Abnorml	157000
1101	30	RL	60	8400	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	SWISU	Norm	Norm	1Fam	1Story	2	5	1920	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	Fa	No	Rec	290	Unf	0	0	290	GasA	TA	N	FuseF	438	0	0	438	0	0	1	0	1	1	Fa	3	Typ	0	NA	Detchd	1930	Unf	1	246	TA	TA	N	0	0	0	0	0	0	NA	NA	NA	0	1	2009	WD	Normal	60000
1102	20	RL	61	9758	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1971	1971	Gable	CompShg	HdBoard	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	BLQ	412	LwQ	287	251	950	GasA	TA	Y	SBrkr	950	0	0	950	0	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1981	Unf	1	280	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	119500
1103	20	RL	70	7000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1960	2002	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	45	TA	TA	CBlock	TA	TA	No	Rec	588	Unf	0	422	1010	GasA	Ex	Y	SBrkr	1134	0	0	1134	0	0	1	0	2	1	TA	6	Typ	0	NA	Attchd	1960	RFn	1	254	TA	TA	Y	0	16	0	0	0	0	NA	MnWw	NA	0	4	2007	WD	Family	135000
1104	20	RL	79	8910	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	6	1959	1959	Hip	CompShg	BrkFace	BrkFace	None	0	TA	TA	CBlock	TA	TA	Mn	ALQ	655	Unf	0	0	655	GasA	Ex	Y	SBrkr	1194	0	0	1194	0	1	1	0	3	1	TA	6	Typ	1	Fa	BuiltIn	1954	Fin	2	539	TA	TA	Y	0	0	192	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	159500
1105	160	RM	24	2016	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	TwnhsE	2Story	5	5	1970	1970	Gable	CompShg	HdBoard	HdBoard	BrkFace	304	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	630	630	GasA	TA	Y	SBrkr	630	672	0	1302	0	0	2	1	3	1	TA	6	Typ	0	NA	Detchd	1970	Unf	2	440	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2007	WD	Normal	106000
1106	60	RL	98	12256	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1994	1995	Gable	CompShg	HdBoard	HdBoard	BrkFace	362	Gd	TA	PConc	Ex	TA	Av	GLQ	1032	Unf	0	431	1463	GasA	Ex	Y	SBrkr	1500	1122	0	2622	1	0	2	1	3	1	Gd	9	Typ	2	TA	Attchd	1994	RFn	2	712	TA	TA	Y	186	32	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	325000
1107	20	RL	114	10357	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	SawyerW	Feedr	Norm	1Fam	1Story	7	5	1990	1991	Hip	CompShg	HdBoard	HdBoard	None	0	Gd	TA	PConc	Gd	TA	Mn	GLQ	738	Unf	0	172	910	GasA	Gd	Y	SBrkr	1442	0	0	1442	1	0	2	0	3	1	Gd	6	Typ	1	TA	Attchd	1990	Fin	2	719	TA	TA	Y	0	244	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	179900
1108	60	RL	168	23257	Pave	NA	IR3	HLS	AllPub	CulDSac	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Ex	Gd	No	Unf	0	Unf	0	868	868	GasA	Ex	Y	SBrkr	887	1134	0	2021	0	0	2	1	3	1	Gd	9	Typ	1	Gd	BuiltIn	2006	RFn	2	422	TA	TA	Y	0	100	0	0	0	0	NA	NA	NA	0	9	2006	New	Partial	274725
1109	60	RL	NA	8063	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	2000	2000	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	924	924	GasA	Ex	Y	SBrkr	948	742	0	1690	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	2000	RFn	2	463	TA	TA	Y	100	48	0	0	0	0	NA	NA	NA	0	11	2007	WD	Abnorml	181000
1110	20	RL	107	11362	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	8	5	2004	2005	Gable	CompShg	MetalSd	MetalSd	Stone	42	Gd	TA	PConc	Ex	TA	Mn	GLQ	1039	Unf	0	797	1836	GasA	Ex	Y	SBrkr	1836	0	0	1836	1	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2004	Fin	3	862	TA	TA	Y	125	185	0	0	0	0	NA	NA	NA	0	3	2009	WD	Normal	280000
1111	60	RL	NA	8000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	1995	1996	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	PConc	Gd	TA	No	GLQ	219	Unf	0	554	773	GasA	Gd	Y	SBrkr	773	885	0	1658	1	0	2	1	3	1	TA	8	Typ	1	TA	Attchd	1995	Fin	2	431	TA	TA	Y	224	84	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	188000
1112	60	RL	80	10480	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	2Story	7	6	1976	1976	Hip	CompShg	Plywood	Plywood	BrkFace	660	TA	TA	CBlock	TA	TA	No	ALQ	403	Unf	0	400	803	GasA	TA	Y	SBrkr	1098	866	0	1964	0	0	2	1	4	1	TA	8	Typ	1	Gd	Attchd	1976	RFn	2	483	TA	TA	Y	0	69	0	0	0	0	NA	NA	NA	0	9	2008	WD	Normal	205000
1113	20	RL	73	7100	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1957	1957	Gable	CompShg	WdShing	Wd Shng	None	0	TA	TA	CBlock	TA	TA	No	GLQ	708	Unf	0	108	816	GasA	TA	Y	FuseA	816	0	0	816	1	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1957	Unf	1	308	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	129900
1114	20	RL	66	8923	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1953	2006	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	BLQ	643	Unf	0	365	1008	GasA	Gd	Y	SBrkr	1008	0	0	1008	1	0	1	0	2	1	Gd	6	Typ	0	NA	Attchd	1953	Unf	1	240	TA	TA	Y	0	18	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	134500
1115	20	RL	90	5400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	5	7	1954	2000	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	No	Rec	415	Unf	0	418	833	GasA	Ex	Y	SBrkr	833	0	0	833	0	0	1	0	2	1	Gd	4	Typ	0	NA	Detchd	1955	Unf	1	326	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	8	2006	WD	Normal	117000
1116	20	RL	93	12085	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	8	5	2007	2007	Hip	CompShg	VinylSd	VinylSd	Stone	328	Gd	TA	PConc	Ex	TA	No	GLQ	1004	Unf	0	730	1734	GasA	Ex	Y	SBrkr	1734	0	0	1734	1	0	2	0	3	1	Ex	7	Typ	1	Gd	Attchd	2007	RFn	3	928	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	11	2007	New	Partial	318000
1117	80	RL	NA	7750	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	SLvl	8	5	2002	2002	Hip	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	353	Unf	0	55	408	GasA	Ex	Y	SBrkr	779	640	0	1419	1	0	2	1	3	1	Gd	7	Typ	1	TA	BuiltIn	2002	Fin	2	527	TA	TA	Y	120	0	0	0	0	0	NA	NA	NA	0	3	2009	WD	Normal	184100
1118	20	RL	57	9764	Pave	NA	IR1	Lvl	AllPub	FR2	Gtl	Sawyer	Feedr	Norm	1Fam	1Story	5	7	1967	2003	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	BLQ	702	Unf	0	192	894	GasA	Ex	Y	SBrkr	894	0	0	894	1	0	1	0	3	1	Gd	5	Typ	0	NA	Attchd	1967	RFn	2	450	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal	130000
1119	80	RL	85	13825	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	SLvl	5	6	1958	1987	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	No	Unf	0	Unf	0	533	533	GasA	TA	Y	SBrkr	1021	580	0	1601	0	1	1	0	3	1	TA	6	Min2	0	NA	BuiltIn	1958	RFn	1	300	TA	TA	Y	280	34	0	0	0	0	NA	NA	NA	0	12	2008	WD	Normal	140000
1120	20	RL	70	7560	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1959	1959	Gable	CompShg	BrkFace	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	LwQ	369	Unf	0	671	1040	GasA	TA	Y	FuseA	1040	0	0	1040	0	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1959	RFn	1	286	TA	TA	Y	140	0	252	0	0	0	NA	GdWo	NA	0	7	2006	WD	Normal	133700
1121	30	RM	59	8263	Pave	NA	Reg	Bnk	AllPub	Inside	Mod	IDOTRR	Norm	Norm	1Fam	1Story	6	5	1920	1950	Gable	CompShg	BrkFace	BrkFace	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	1012	1012	GasA	TA	Y	FuseA	1012	0	0	1012	0	0	1	0	2	1	TA	6	Typ	1	Gd	Detchd	1920	Unf	1	308	TA	TA	Y	0	22	112	0	0	0	NA	MnPrv	NA	0	5	2007	WD	Normal	118400
1122	20	RL	84	10084	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2005	2006	Gable	CompShg	VinylSd	VinylSd	BrkFace	196	Gd	TA	PConc	Gd	TA	Av	GLQ	24	Unf	0	1528	1552	GasA	Ex	Y	SBrkr	1552	0	0	1552	0	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2005	RFn	3	782	TA	TA	Y	144	20	0	0	0	0	NA	NA	NA	0	7	2006	New	Partial	212900
1123	20	RL	NA	8926	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Edwards	Norm	Norm	1Fam	1Story	4	3	1956	1956	Gable	CompShg	AsbShng	AsbShng	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	672	672	GasA	Ex	Y	FuseA	960	0	0	960	0	0	1	0	3	1	TA	5	Typ	0	NA	Basment	1956	Unf	1	288	TA	TA	Y	64	0	0	0	160	0	NA	MnPrv	NA	0	10	2009	COD	Abnorml	112000
1124	20	RL	50	9405	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	5	9	1947	2008	Hip	CompShg	VinylSd	VinylSd	None	0	TA	Ex	CBlock	TA	TA	No	Unf	0	Unf	0	698	698	GasA	Ex	Y	SBrkr	698	0	0	698	0	1	1	0	2	1	TA	4	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	200	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	118000
1125	80	RL	NA	9125	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	SLvl	7	5	1992	1992	Gable	CompShg	HdBoard	HdBoard	BrkFace	170	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	384	384	GasA	Gd	Y	SBrkr	812	670	0	1482	0	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	1992	Fin	2	392	TA	TA	Y	100	25	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	163900
1126	20	RL	60	10434	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	5	1955	1955	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1005	1005	GasA	TA	Y	SBrkr	1005	0	0	1005	0	0	1	0	2	1	Fa	5	Typ	1	TA	Detchd	1977	Unf	2	672	Fa	Fa	Y	0	0	0	0	0	0	NA	NA	NA	0	11	2009	WD	Normal	115000
1127	120	RL	53	3684	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2007	2007	Hip	CompShg	VinylSd	VinylSd	BrkFace	130	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1373	1373	GasA	Ex	Y	SBrkr	1555	0	0	1555	0	0	2	0	2	1	Gd	7	Typ	1	TA	Attchd	2007	Fin	3	660	TA	TA	Y	143	20	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	174000
1128	20	RL	182	14572	Pave	NA	IR3	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	1Story	7	5	2004	2004	Hip	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	1300	Unf	0	230	1530	GasA	Ex	Y	SBrkr	1530	0	0	1530	1	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2004	Fin	3	630	TA	TA	Y	144	36	0	0	0	0	NA	NA	NA	0	11	2007	WD	Family	259000
1129	60	RL	59	11796	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	2004	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	847	847	GasA	Ex	Y	SBrkr	847	1112	0	1959	0	0	2	1	4	1	Gd	8	Typ	1	Gd	BuiltIn	2004	Fin	2	434	TA	TA	Y	100	48	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	215000
1130	90	RM	60	7200	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	Duplex	SFoyer	5	5	1980	1980	Gable	CompShg	MetalSd	MetalSd	BrkFace	180	TA	TA	CBlock	Gd	TA	Gd	GLQ	936	Unf	0	0	936	GasA	TA	Y	SBrkr	936	0	0	936	1	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1980	Unf	2	672	TA	TA	Y	49	0	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal	140000
1131	50	RL	65	7804	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SWISU	Norm	Norm	1Fam	1.5Fin	4	3	1928	1950	Gable	CompShg	WdShing	Plywood	None	0	TA	TA	BrkTil	TA	TA	No	BLQ	622	Unf	0	500	1122	GasA	TA	Y	SBrkr	1328	653	0	1981	1	0	2	0	4	1	Gd	7	Min2	2	TA	Detchd	1981	Unf	2	576	TA	TA	Y	431	44	0	0	0	0	NA	MnPrv	NA	0	12	2009	WD	Normal	135000
1132	20	RL	63	10712	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	1Story	5	5	1991	1992	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	PConc	Gd	TA	Mn	BLQ	212	Unf	0	762	974	GasA	TA	Y	SBrkr	974	0	0	974	0	0	1	0	3	1	TA	5	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	28	0	0	0	0	NA	MnPrv	NA	0	9	2007	Oth	Abnorml	93500
1133	70	RM	90	9900	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2Story	6	4	1880	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	Mn	Unf	0	Unf	0	1008	1008	GasW	TA	Y	SBrkr	1178	1032	0	2210	0	0	2	0	5	1	Fa	8	Typ	0	NA	Detchd	1930	Unf	1	205	Fa	TA	N	0	48	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	117500
1134	60	RL	80	9828	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	8	5	1995	1995	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	584	Unf	0	544	1128	GasA	Ex	Y	SBrkr	1142	878	0	2020	0	0	2	1	3	1	Gd	8	Typ	1	TA	Attchd	1995	RFn	2	466	TA	TA	Y	0	155	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	239500
1135	60	RL	57	8773	Pave	NA	IR1	HLS	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	1997	1997	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	916	916	GasA	Gd	Y	SBrkr	916	684	0	1600	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1997	Fin	2	460	TA	TA	Y	100	38	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal	169000
1136	30	RM	60	6180	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	BrkSide	Norm	Norm	1Fam	1Story	6	5	1926	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	960	960	GasA	TA	N	SBrkr	986	0	0	986	0	0	1	0	2	1	TA	5	Typ	1	Gd	Detchd	1926	Unf	1	180	TA	TA	Y	0	128	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	102000
1137	50	RL	80	9600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1.5Fin	6	5	1950	1950	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	BLQ	280	Unf	0	752	1032	GasA	TA	Y	FuseA	1032	220	0	1252	0	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1950	Unf	1	288	TA	TA	Y	0	0	96	0	0	0	NA	NA	NA	0	4	2008	WD	Abnorml	119000
1138	50	RL	54	6342	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Feedr	Norm	1Fam	1.5Fin	5	8	1875	1996	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	CBlock	TA	TA	No	Unf	0	Unf	0	780	780	GasA	Gd	N	SBrkr	780	240	0	1020	0	0	1	0	2	1	TA	6	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	0	176	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	94000
1139	20	RL	NA	9819	Pave	NA	IR1	Lvl	AllPub	Inside	Mod	Mitchel	Norm	Norm	1Fam	1Story	6	5	1977	1977	Gable	CompShg	Plywood	ImStucc	None	0	TA	TA	PConc	TA	TA	Gd	ALQ	1567	Unf	0	0	1567	GasA	TA	Y	SBrkr	1567	0	0	1567	1	0	2	0	2	1	Gd	5	Typ	2	TA	Attchd	1977	RFn	2	714	TA	TA	Y	264	32	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal	196000
1140	30	RL	98	8731	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1Story	5	5	1920	1950	Gable	CompShg	Stucco	Stucco	None	0	TA	Fa	BrkTil	TA	TA	No	BLQ	645	Unf	0	270	915	GasA	TA	Y	SBrkr	1167	0	0	1167	0	0	1	0	3	1	TA	6	Maj1	1	Gd	Detchd	1972	Unf	2	495	TA	TA	Y	0	0	216	0	126	0	NA	NA	NA	0	5	2007	WD	Normal	144000
1141	20	RL	60	7350	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1951	1951	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	Mn	ALQ	852	Unf	0	100	952	GasA	TA	Y	SBrkr	952	0	0	952	1	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1988	Unf	2	840	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2008	COD	Abnorml	139000
1142	60	RL	NA	10304	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NWAmes	PosN	Norm	1Fam	2Story	5	7	1976	1976	Gable	CompShg	Plywood	Plywood	BrkFace	44	TA	Gd	CBlock	TA	TA	No	ALQ	381	Unf	0	399	780	GasA	Ex	Y	SBrkr	1088	780	0	1868	1	0	2	1	4	1	Gd	9	Typ	1	TA	Attchd	1976	Unf	2	484	TA	TA	Y	448	96	0	0	0	0	NA	NA	NA	0	10	2009	WD	Normal	197500
1143	60	RL	77	9965	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	8	5	2006	2007	Hip	CompShg	VinylSd	VinylSd	Stone	340	Gd	TA	PConc	Ex	TA	Gd	GLQ	1150	Unf	0	316	1466	GasA	Ex	Y	SBrkr	1466	1362	0	2828	1	0	3	0	4	1	Gd	11	Typ	1	TA	BuiltIn	2006	RFn	3	1052	TA	TA	Y	125	144	0	0	0	0	NA	NA	NA	0	4	2007	New	Partial	424870
1144	20	RL	NA	9000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	3	1959	1959	Gable	CompShg	Wd Sdng	Plywood	None	0	TA	TA	CBlock	TA	TA	No	GLQ	288	Unf	0	718	1006	GasA	TA	Y	SBrkr	1006	0	0	1006	0	0	1	0	3	1	TA	5	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	24	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	80000
1145	190	RL	60	12180	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	2fmCon	1.5Fin	4	4	1941	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Fa	BrkTil	Gd	TA	No	BLQ	348	Unf	0	324	672	Grav	Fa	N	FuseA	672	252	0	924	1	0	1	0	2	1	Fa	5	Typ	0	NA	Detchd	1941	Unf	1	280	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	7	2010	WD	Normal	80000
1146	50	RM	52	6240	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	5	6	1928	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	1042	1042	GasA	Ex	Y	SBrkr	1042	534	0	1576	0	0	1	0	3	1	TA	8	Typ	1	Gd	Detchd	1928	Unf	1	225	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	8	2006	WD	Family	149000
1147	20	RL	NA	11200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	1Story	6	5	1985	1985	Gable	CompShg	Wd Sdng	Wd Shng	BrkFace	85	Gd	TA	CBlock	Gd	TA	No	GLQ	1258	Unf	0	40	1298	GasA	TA	Y	SBrkr	1298	0	0	1298	1	0	2	0	3	1	Gd	5	Typ	1	TA	Attchd	1985	Unf	2	403	TA	TA	Y	165	26	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal	180000
1148	70	RL	75	12000	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	2Story	7	7	1941	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	275	Unf	0	429	704	GasA	Ex	Y	SBrkr	860	704	0	1564	0	0	1	1	3	1	Fa	7	Typ	1	Gd	Attchd	1941	Unf	1	234	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	174500
1149	50	RM	NA	5700	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	7	7	1926	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	572	572	GasA	TA	Y	SBrkr	572	539	0	1111	0	0	1	0	2	1	TA	5	Typ	1	Gd	Detchd	1982	Unf	1	288	TA	TA	Y	0	0	176	0	0	0	NA	NA	NA	0	8	2008	WD	Normal	116900
1150	70	RM	50	9000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Artery	Norm	1Fam	2Story	7	9	1920	1988	Hip	CompShg	VinylSd	VinylSd	None	0	TA	Gd	PConc	TA	TA	No	ALQ	624	Unf	0	26	650	GasA	Ex	Y	SBrkr	832	650	0	1482	0	1	1	0	3	1	TA	7	Typ	0	NA	Detchd	1930	Unf	2	324	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	143000
1151	20	RL	57	8280	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	5	1950	1950	Gable	CompShg	BrkFace	BrkFace	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	932	932	GasA	Ex	Y	FuseA	932	0	0	932	0	0	1	0	2	1	Gd	4	Typ	1	Gd	Attchd	1950	Unf	1	306	TA	TA	Y	0	0	214	0	0	0	NA	GdPrv	NA	0	11	2007	WD	Normal	124000
1152	20	RL	134	17755	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	5	4	1959	1959	Gable	CompShg	HdBoard	Plywood	BrkFace	132	TA	TA	CBlock	TA	TA	No	BLQ	176	Unf	0	1290	1466	GasA	TA	Y	SBrkr	1466	0	0	1466	0	0	1	1	3	1	Fa	6	Typ	2	Gd	Attchd	1959	Fin	2	528	TA	TA	Y	0	140	0	0	100	0	NA	NA	NA	0	11	2006	WD	Normal	149900
1153	20	RL	90	14115	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	1Story	6	7	1956	2004	Gable	CompShg	Stone	Stone	None	0	TA	TA	PConc	TA	TA	No	ALQ	296	GLQ	547	230	1073	GasA	Ex	Y	SBrkr	1811	0	0	1811	0	0	1	0	2	1	Ex	6	Typ	1	Gd	Attchd	1956	Fin	2	470	TA	TA	Y	0	0	280	0	0	0	NA	NA	NA	0	7	2006	WD	Abnorml	230000
1154	30	RM	NA	5890	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	IDOTRR	Norm	Norm	1Fam	1Story	6	8	1930	2007	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	Gd	Gd	BrkTil	TA	TA	Av	ALQ	538	Unf	0	278	816	GasA	Ex	Y	SBrkr	816	0	0	816	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	2002	Unf	1	432	TA	TA	Y	0	0	96	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	120500
1155	60	RL	NA	13700	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	2Story	7	6	1965	1988	Gable	CompShg	VinylSd	VinylSd	Stone	288	TA	TA	CBlock	TA	TA	Gd	ALQ	454	Unf	0	410	864	GasA	TA	Y	SBrkr	902	918	0	1820	0	0	1	2	4	1	Gd	8	Typ	2	Gd	Attchd	1965	Unf	2	492	TA	TA	Y	60	84	0	0	273	0	NA	GdPrv	NA	0	5	2008	WD	Normal	201800
1156	20	RL	90	10768	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Veenker	Norm	Norm	1Fam	1Story	5	8	1976	2004	Gable	CompShg	Plywood	Plywood	None	0	Gd	Gd	CBlock	Gd	TA	Gd	ALQ	1157	Unf	0	280	1437	GasA	TA	Y	SBrkr	1437	0	0	1437	1	0	2	0	3	1	Gd	6	Typ	1	Fa	Attchd	1976	RFn	2	528	TA	TA	Y	0	21	0	0	180	0	NA	NA	NA	0	7	2007	WD	Normal	218000
1157	80	RL	85	9350	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	SLvl	5	8	1965	1999	Gable	CompShg	BrkFace	BrkFace	None	0	TA	Gd	PConc	TA	TA	Gd	ALQ	633	Unf	0	586	1219	GasA	Gd	Y	SBrkr	1265	0	0	1265	0	1	2	0	3	1	Gd	6	Typ	1	Gd	Attchd	1965	RFn	2	502	TA	TA	Y	0	92	0	96	0	0	NA	MnPrv	NA	0	10	2008	WD	Normal	179900
1158	120	RL	34	5001	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	Twnhs	1Story	7	5	2007	2008	Gable	CompShg	VinylSd	VinylSd	Stone	166	Gd	TA	PConc	Gd	TA	No	GLQ	904	Unf	0	410	1314	GasA	Ex	Y	SBrkr	1314	0	0	1314	1	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2008	RFn	2	626	TA	TA	Y	172	62	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	230000
1159	20	RL	92	11932	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	Somerst	Feedr	Norm	1Fam	1Story	8	5	2007	2008	Gable	CompShg	VinylSd	VinylSd	Stone	186	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1580	1580	GasA	Ex	Y	SBrkr	1580	0	0	1580	0	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2008	RFn	3	830	TA	TA	Y	0	24	0	0	0	0	NA	NA	NA	0	6	2008	ConLD	Partial	235128
1160	60	RL	76	9120	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	2Story	6	6	1974	1974	Hip	CompShg	HdBoard	HdBoard	BrkFace	270	Gd	TA	CBlock	TA	TA	No	ALQ	442	Unf	0	459	901	GasA	TA	Y	SBrkr	943	933	0	1876	0	0	2	1	4	1	Gd	8	Typ	1	TA	Attchd	1974	RFn	2	540	Gd	TA	Y	0	69	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	185000
1161	160	RL	24	2280	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NPkVill	Norm	Norm	Twnhs	2Story	6	5	1978	1978	Gable	CompShg	Plywood	Brk Cmn	None	0	TA	TA	CBlock	Gd	TA	No	ALQ	311	Unf	0	544	855	GasA	Fa	Y	SBrkr	855	601	0	1456	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1978	Unf	2	440	TA	TA	Y	26	0	0	0	0	0	NA	NA	NA	0	7	2010	WD	Normal	146000
1162	20	RL	NA	14778	Pave	NA	IR1	Low	AllPub	CulDSac	Gtl	Crawfor	PosN	Norm	1Fam	1Story	6	7	1954	2006	Hip	CompShg	HdBoard	HdBoard	BrkFace	72	Gd	TA	CBlock	TA	TA	No	BLQ	728	Unf	0	568	1296	GasA	Ex	Y	SBrkr	1640	0	0	1640	1	0	1	0	3	1	Gd	7	Typ	1	Gd	Detchd	1993	Unf	2	924	TA	TA	Y	108	0	0	216	0	0	NA	NA	NA	0	11	2008	WD	Normal	224000
1163	20	RL	109	8724	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	5	1968	1968	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	Gd	TA	No	BLQ	492	Unf	0	402	894	GasA	Gd	Y	SBrkr	894	0	0	894	0	0	1	0	3	1	TA	5	Typ	1	Po	Attchd	1968	Fin	2	450	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	129000
1164	90	RL	60	12900	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Feedr	Norm	Duplex	SFoyer	4	4	1969	1969	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	Gd	TA	Av	GLQ	1198	Unf	0	0	1198	GasA	TA	Y	SBrkr	1258	0	0	1258	2	0	0	2	0	2	TA	6	Typ	0	NA	CarPort	1969	Unf	2	400	Fa	TA	Y	120	0	0	0	0	0	NA	NA	NA	0	1	2008	WD	Alloca	108959
1165	80	RL	NA	16157	Pave	NA	IR1	Lvl	AllPub	FR2	Gtl	Veenker	Feedr	Norm	1Fam	SLvl	5	7	1978	1978	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	PConc	Gd	TA	Gd	ALQ	680	Rec	391	289	1360	GasA	Ex	Y	SBrkr	1432	0	0	1432	1	0	1	1	2	1	Gd	5	Typ	1	TA	Attchd	1978	Unf	2	588	TA	TA	Y	168	180	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	194000
1166	20	RL	79	9541	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	7	5	2009	2009	Gable	CompShg	VinylSd	VinylSd	Stone	268	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1502	1502	GasA	Ex	Y	SBrkr	1502	0	0	1502	0	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2009	RFn	2	644	TA	TA	Y	0	114	0	0	0	0	NA	NA	NA	0	9	2009	New	Partial	233170
1167	20	RL	64	10475	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	1Story	8	5	2008	2008	Gable	CompShg	VinylSd	VinylSd	Stone	72	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	1694	1694	GasA	Ex	Y	SBrkr	1694	0	0	1694	0	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2008	RFn	3	776	TA	TA	Y	160	33	0	0	0	0	NA	NA	NA	0	2	2010	WD	Normal	245350
1168	60	RL	58	10852	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	RRAn	Norm	1Fam	2Story	6	5	2000	2000	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	GLQ	786	Unf	0	173	959	GasA	Ex	Y	SBrkr	959	712	0	1671	1	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	2000	Fin	2	472	TA	TA	Y	0	38	0	0	0	0	NA	NA	NA	0	2	2006	WD	Normal	173000
1169	70	RL	120	13728	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Edwards	Norm	Norm	1Fam	2Story	6	7	1935	1986	Hip	CompShg	Stucco	Stucco	None	0	TA	TA	CBlock	TA	TA	No	Rec	626	Unf	0	501	1127	GasA	Ex	Y	SBrkr	1236	872	0	2108	0	0	2	0	4	1	Gd	7	Typ	2	TA	Basment	1935	Unf	2	540	TA	TA	Y	0	0	0	0	90	0	NA	NA	NA	0	7	2008	WD	Normal	235000
1170	60	RL	118	35760	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NoRidge	Norm	Norm	1Fam	2Story	10	5	1995	1996	Hip	CompShg	HdBoard	HdBoard	BrkFace	1378	Gd	Gd	PConc	Ex	TA	Gd	GLQ	1387	Unf	0	543	1930	GasA	Ex	Y	SBrkr	1831	1796	0	3627	1	0	3	1	4	1	Gd	10	Typ	1	TA	Attchd	1995	Fin	3	807	TA	TA	Y	361	76	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	625000
1171	80	RL	76	9880	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	SLvl	6	6	1977	1977	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	TA	TA	Av	ALQ	522	Unf	0	574	1096	GasA	TA	Y	SBrkr	1118	0	0	1118	1	0	1	0	3	1	TA	6	Typ	1	Po	Attchd	1977	Fin	1	358	TA	TA	Y	203	0	0	0	0	576	Gd	GdPrv	NA	0	7	2008	WD	Normal	171000
1172	20	RL	76	9120	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	6	1958	1958	Hip	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	ALQ	662	Unf	0	599	1261	GasA	Ex	Y	SBrkr	1261	0	0	1261	1	0	1	0	3	1	TA	6	Typ	1	TA	Attchd	1958	RFn	2	433	TA	TA	Y	0	0	0	0	288	0	NA	NA	Shed	1400	11	2008	WD	Normal	163000
1173	160	FV	35	4017	Pave	Pave	IR1	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2006	2007	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	625	625	GasA	Ex	Y	SBrkr	625	625	0	1250	0	0	2	1	2	1	Gd	5	Typ	0	NA	Detchd	2006	Fin	2	625	TA	TA	Y	0	54	0	0	0	0	NA	NA	NA	0	3	2008	WD	Normal	171900
1174	50	RL	138	18030	Pave	NA	IR1	Bnk	AllPub	Inside	Gtl	ClearCr	Norm	Norm	1Fam	1.5Fin	5	6	1946	1994	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	152	BLQ	469	977	1598	GasA	TA	Y	SBrkr	1636	971	479	3086	0	0	3	0	3	1	Ex	12	Maj1	1	Gd	NA	NA	NA	0	0	NA	NA	Y	122	0	0	0	0	0	NA	MnPrv	NA	0	3	2007	WD	Normal	200500
1175	70	RL	80	16560	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	2Story	6	8	1932	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	Gd	TA	No	Rec	503	Unf	0	449	952	GasA	TA	Y	SBrkr	1170	1175	0	2345	0	0	2	1	4	1	TA	9	Typ	1	Gd	Detchd	1932	Unf	2	360	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	239000
1176	50	RL	85	10678	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	1.5Fin	8	5	1992	2000	Hip	CompShg	HdBoard	HdBoard	BrkFace	337	Gd	TA	PConc	Gd	TA	No	GLQ	700	Unf	0	983	1683	GasA	Ex	Y	SBrkr	2129	743	0	2872	0	0	2	1	4	1	Gd	9	Typ	1	TA	Attchd	1992	Fin	2	541	TA	TA	Y	0	33	0	0	0	0	NA	NA	NA	0	4	2007	WD	Normal	285000
1177	20	RL	37	6951	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Mitchel	Norm	Norm	1Fam	1Story	5	5	1984	1985	Gable	CompShg	HdBoard	Plywood	None	0	TA	TA	CBlock	TA	TA	No	ALQ	658	Unf	0	218	876	GasA	TA	Y	SBrkr	923	0	0	923	1	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1984	Unf	1	264	TA	TA	Y	362	0	0	0	0	0	NA	MnPrv	NA	0	10	2008	WD	Normal	119500
1178	50	RM	NA	3950	Pave	Grvl	Reg	Bnk	AllPub	Inside	Gtl	OldTown	Artery	Norm	1Fam	1.5Fin	6	8	1926	2004	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	468	Unf	0	350	818	GasA	TA	Y	SBrkr	818	406	0	1224	0	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1926	Unf	1	210	TA	TA	N	0	0	116	0	0	0	NA	NA	NA	0	12	2009	WD	Normal	115000
1179	50	RL	54	7681	Pave	NA	IR1	Lvl	AllPub	FR2	Gtl	Crawfor	Norm	Norm	1Fam	1.5Fin	5	6	1921	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	731	731	GasA	Ex	Y	SBrkr	820	523	0	1343	0	0	1	1	3	1	TA	7	Typ	1	Gd	Detchd	1921	Unf	1	186	Fa	TA	Y	192	0	102	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	154900
1180	20	RL	77	8335	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Edwards	Norm	Norm	1Fam	1Story	5	5	1954	1954	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	Gd	Y	SBrkr	1124	0	0	1124	0	0	1	0	3	1	TA	5	Min2	1	Gd	NA	NA	NA	0	0	NA	NA	N	0	36	190	0	0	0	NA	NA	NA	0	4	2006	WD	Normal	93000
1181	60	RL	NA	11170	Pave	NA	IR2	Lvl	AllPub	Corner	Gtl	Timber	Norm	Norm	1Fam	2Story	7	5	1990	1991	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	Wood	Gd	TA	No	LwQ	1216	Unf	0	0	1216	GasA	Ex	Y	SBrkr	1298	1216	0	2514	0	0	2	1	4	1	TA	8	Typ	0	NA	Attchd	1990	Fin	2	693	TA	TA	Y	0	0	0	0	0	0	NA	GdPrv	NA	0	4	2006	WD	Normal	250000
1182	120	RM	64	5587	Pave	NA	IR1	HLS	AllPub	Inside	Mod	Crawfor	Norm	Norm	TwnhsE	1Story	8	5	2008	2008	Hip	CompShg	CemntBd	CmentBd	Stone	186	Ex	TA	PConc	Ex	TA	Gd	GLQ	1480	Unf	0	120	1600	GasA	Ex	Y	SBrkr	1652	0	0	1652	1	1	2	0	2	1	Gd	5	Typ	1	Gd	Attchd	2008	Fin	2	482	TA	TA	Y	162	53	0	153	0	0	NA	NA	NA	0	11	2008	New	Partial	392500
1183	60	RL	160	15623	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NoRidge	Norm	Norm	1Fam	2Story	10	5	1996	1996	Hip	CompShg	Wd Sdng	ImStucc	None	0	Gd	TA	PConc	Ex	TA	Av	GLQ	2096	Unf	0	300	2396	GasA	Ex	Y	SBrkr	2411	2065	0	4476	1	0	3	1	4	1	Ex	10	Typ	2	TA	Attchd	1996	Fin	3	813	TA	TA	Y	171	78	0	0	0	555	Ex	MnPrv	NA	0	7	2007	WD	Abnorml	745000
1184	30	RL	60	10800	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	5	6	1920	1950	Hip	CompShg	Stucco	Stucco	None	0	TA	TA	BrkTil	TA	TA	No	Rec	821	Unf	0	299	1120	GasA	Ex	Y	SBrkr	1130	0	0	1130	1	0	1	0	2	1	TA	5	Typ	1	Gd	Detchd	1970	Unf	2	720	TA	TA	Y	229	0	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	120000
1185	20	RL	50	35133	Grvl	NA	Reg	Lvl	AllPub	Inside	Mod	Timber	Norm	Norm	1Fam	1Story	5	4	1963	1963	Hip	CompShg	MetalSd	MetalSd	BrkFace	226	TA	TA	CBlock	TA	TA	Gd	Rec	1159	Unf	0	413	1572	GasA	Gd	Y	SBrkr	1572	0	0	1572	1	0	1	1	3	1	TA	5	Typ	2	TA	2Types	1963	RFn	3	995	TA	TA	Y	0	263	0	0	263	0	NA	NA	NA	0	5	2007	WD	Normal	186700
1186	50	RL	60	9738	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1.5Fin	5	7	1924	1950	Gable	CompShg	AsbShng	AsbShng	None	0	TA	Gd	BrkTil	TA	TA	No	BLQ	392	Unf	0	392	784	GasA	Gd	Y	SBrkr	949	272	0	1221	1	0	1	0	4	1	TA	7	Typ	0	NA	Attchd	1965	Unf	1	392	TA	TA	Y	0	0	236	0	0	0	NA	NA	NA	0	3	2006	WD	Normal	104900
1187	190	RL	107	10615	Pave	NA	IR1	Bnk	AllPub	Corner	Mod	OldTown	Artery	Artery	2fmCon	2Story	3	5	1900	1970	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	Fa	TA	Mn	BLQ	440	Unf	0	538	978	GasA	TA	Y	SBrkr	1014	685	0	1699	1	0	2	0	3	2	TA	7	Typ	0	NA	CarPort	1920	Unf	2	420	Fa	Fa	Y	0	74	0	0	0	0	NA	NA	NA	0	8	2009	WD	Abnorml	95000
1188	20	RL	89	12461	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NoRidge	Norm	Norm	1Fam	1Story	8	5	1994	1995	Gable	CompShg	ImStucc	ImStucc	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	1456	Unf	0	168	1624	GasA	Ex	Y	SBrkr	1624	0	0	1624	1	0	2	0	2	1	Gd	5	Typ	1	Fa	Attchd	1994	RFn	3	757	TA	TA	Y	0	114	192	0	0	0	NA	GdPrv	NA	0	7	2006	WD	Normal	262000
1189	60	RL	68	8935	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2002	2002	Gable	CompShg	VinylSd	VinylSd	BrkFace	95	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	831	831	GasA	Ex	Y	SBrkr	831	829	0	1660	0	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	2002	RFn	2	493	TA	TA	Y	144	68	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	195000
1190	60	RL	60	7500	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	1999	1999	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	994	994	GasA	Gd	Y	SBrkr	1028	776	0	1804	0	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	1999	Fin	2	442	TA	TA	Y	140	60	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal	189000
1191	190	RL	NA	32463	Pave	NA	Reg	Low	AllPub	Inside	Mod	Mitchel	Norm	Norm	2fmCon	1Story	4	4	1961	1975	Gable	CompShg	MetalSd	MetalSd	Stone	149	TA	Gd	CBlock	TA	TA	Av	BLQ	1159	Unf	0	90	1249	GasA	Ex	Y	SBrkr	1622	0	0	1622	1	0	1	0	3	1	TA	7	Typ	1	TA	2Types	1975	Fin	4	1356	TA	TA	Y	439	0	0	0	0	0	NA	NA	NA	0	3	2007	WD	Normal	168000
1192	160	FV	24	2645	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	Twnhs	2Story	8	5	1999	2000	Gable	CompShg	MetalSd	MetalSd	BrkFace	456	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	776	776	GasA	Ex	Y	SBrkr	764	677	0	1441	0	0	2	1	2	1	Gd	5	Typ	0	NA	Detchd	1999	Unf	2	492	TA	TA	Y	206	0	0	0	0	0	NA	NA	NA	0	11	2007	WD	Normal	174000
1193	50	RM	60	9600	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	5	8	1925	1994	Gambrel	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	TA	TA	Mn	Unf	0	Unf	0	702	702	GasA	Gd	Y	SBrkr	842	630	0	1472	0	0	1	0	3	1	Gd	6	Typ	0	NA	Detchd	1925	Unf	1	250	TA	Fa	P	0	0	84	0	0	0	NA	GdWo	NA	0	7	2007	WD	Normal	125000
1194	120	RM	NA	4500	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	Mitchel	Norm	Norm	TwnhsE	1Story	6	5	1999	1999	Hip	CompShg	VinylSd	VinylSd	BrkFace	425	TA	TA	PConc	Ex	TA	No	GLQ	883	Unf	0	341	1224	GasA	Ex	Y	SBrkr	1224	0	0	1224	1	0	2	0	2	1	TA	5	Typ	0	NA	Attchd	1999	Fin	2	402	TA	TA	Y	0	304	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	165000
1195	60	RL	80	9364	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Sawyer	Norm	Norm	1Fam	2Story	6	7	1969	1969	Gable	CompShg	HdBoard	HdBoard	Stone	143	TA	TA	CBlock	TA	TA	No	ALQ	371	Unf	0	292	663	GasA	TA	Y	SBrkr	663	689	0	1352	0	0	1	1	4	1	TA	7	Typ	0	NA	Attchd	1969	Fin	1	299	TA	TA	Y	379	36	0	0	0	0	NA	MnPrv	NA	0	3	2010	WD	Normal	158000
1196	60	RL	51	8029	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	728	728	GasA	Ex	Y	SBrkr	728	728	0	1456	0	0	2	1	3	1	Gd	8	Typ	0	NA	Attchd	2005	Fin	2	400	TA	TA	Y	100	24	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	176000
1197	60	RL	58	14054	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	879	879	GasA	Ex	Y	SBrkr	879	984	0	1863	0	0	2	1	4	1	Gd	9	Typ	1	Gd	BuiltIn	2006	Fin	3	660	TA	TA	Y	100	17	0	0	0	0	NA	NA	NA	0	11	2006	New	Partial	219210
1198	75	RM	65	8850	Pave	NA	IR1	Bnk	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	2.5Unf	7	6	1916	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	815	815	GasA	Ex	Y	SBrkr	815	875	0	1690	0	0	1	0	3	1	TA	7	Typ	1	Gd	Detchd	1916	Unf	1	225	TA	TA	Y	0	0	330	0	0	0	NA	NA	NA	0	7	2006	ConLw	Normal	144000
1199	20	RL	70	9100	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2001	2001	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1212	1212	GasA	Ex	Y	SBrkr	1212	0	0	1212	0	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2001	RFn	2	573	TA	TA	Y	356	0	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	178000
1200	20	RL	75	11235	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	4	5	1963	1979	Gable	CompShg	HdBoard	HdBoard	BrkFace	51	TA	TA	CBlock	TA	TA	No	Rec	547	Unf	0	504	1051	GasA	Gd	Y	SBrkr	1382	0	0	1382	0	0	1	1	3	1	TA	6	Typ	1	Po	Attchd	1974	Unf	2	459	TA	TA	Y	0	82	0	0	0	0	NA	NA	NA	0	10	2006	WD	Normal	148000
1201	20	RL	71	9353	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	5	1970	1970	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	864	864	GasA	Gd	Y	SBrkr	864	0	0	864	0	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1972	Unf	1	280	TA	TA	Y	0	0	0	0	0	0	NA	NA	Shed	0	7	2006	Oth	Abnorml	116050
1202	60	RL	80	10400	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	1998	1998	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	866	866	GasA	Ex	Y	SBrkr	866	913	0	1779	0	0	2	1	3	1	Gd	6	Typ	0	NA	Attchd	1998	RFn	2	546	TA	TA	Y	198	36	0	0	0	0	NA	NA	NA	0	3	2009	WD	Normal	197900
1203	50	RM	50	6000	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	5	8	1925	1997	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	884	884	GasA	Ex	Y	SBrkr	884	464	0	1348	1	0	1	0	3	1	TA	5	Typ	1	Fa	Detchd	1960	Unf	1	216	TA	TA	N	0	0	208	0	0	0	NA	NA	NA	0	5	2009	WD	Normal	117000
1204	20	RL	75	9750	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2000	2001	Gable	CompShg	VinylSd	VinylSd	BrkFace	171	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1630	1630	GasA	Ex	Y	SBrkr	1630	0	0	1630	0	0	2	0	3	1	Gd	6	Typ	1	TA	Attchd	2000	Unf	2	451	TA	TA	Y	74	234	0	0	0	0	NA	NA	NA	0	10	2009	WD	Normal	213000
1205	20	RL	78	10140	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	5	6	1975	1975	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	Gd	TA	No	ALQ	788	Unf	0	268	1056	GasA	Ex	Y	SBrkr	1074	0	0	1074	1	0	1	1	3	1	TA	6	Typ	0	NA	Attchd	1975	RFn	2	495	TA	TA	Y	0	88	0	0	0	0	NA	MnPrv	NA	0	7	2006	WD	Normal	153500
1206	20	RL	90	14684	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	SawyerW	Norm	Norm	1Fam	1Story	7	7	1990	1991	Hip	CompShg	HdBoard	HdBoard	BrkFace	234	Gd	TA	CBlock	Gd	TA	Mn	ALQ	485	BLQ	177	1496	2158	GasA	Gd	Y	SBrkr	2196	0	0	2196	0	0	2	0	3	1	Gd	7	Typ	1	TA	Attchd	1990	RFn	3	701	TA	TA	Y	84	70	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	271900
1207	20	RH	NA	8900	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	1Story	4	4	1966	1966	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	Rec	1056	Unf	0	0	1056	GasA	TA	Y	SBrkr	1056	0	0	1056	1	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1966	Unf	1	384	TA	TA	Y	0	42	0	0	0	0	NA	MnPrv	NA	0	11	2006	WD	Normal	107000
1208	20	RL	70	9135	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	6	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	BrkFace	120	Gd	TA	PConc	Gd	TA	Av	GLQ	340	Unf	0	1342	1682	GasA	Ex	Y	SBrkr	1700	0	0	1700	1	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2003	RFn	2	544	TA	TA	Y	192	23	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal	200000
1209	20	RL	70	7763	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1962	1980	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	No	Rec	504	BLQ	108	319	931	GasA	TA	Y	SBrkr	1283	0	0	1283	1	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1980	Unf	2	506	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	10	2008	WD	Normal	140000
1210	20	RL	85	10182	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Somerst	RRNn	Norm	1Fam	1Story	8	5	2006	2006	Hip	CompShg	VinylSd	VinylSd	Stone	420	Gd	TA	PConc	Ex	TA	Mn	GLQ	1220	Unf	0	440	1660	GasA	Ex	Y	SBrkr	1660	0	0	1660	1	0	2	0	3	1	Gd	8	Typ	1	Gd	Attchd	2006	RFn	2	500	TA	TA	Y	322	50	0	0	0	0	NA	NA	NA	0	5	2006	New	Partial	290000
1211	60	RL	70	11218	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	6	5	1992	1992	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1055	1055	GasA	Ex	Y	SBrkr	1055	790	0	1845	0	0	2	1	3	1	Gd	8	Typ	1	TA	Attchd	1992	RFn	2	462	TA	TA	Y	635	104	0	0	0	0	NA	GdPrv	Shed	400	5	2010	WD	Normal	189000
1212	50	RL	152	12134	Pave	NA	IR1	Bnk	AllPub	Inside	Mod	Gilbert	Norm	Norm	1Fam	1.5Fin	8	7	1988	2005	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	Gd	TA	Wood	Gd	TA	Av	GLQ	427	Unf	0	132	559	GasA	Gd	Y	SBrkr	1080	672	0	1752	0	0	2	0	4	1	TA	8	Typ	0	NA	Basment	1988	RFn	2	492	TA	TA	Y	325	12	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal	164000
1213	30	RL	50	9340	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	4	6	1941	1950	Hip	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	344	Unf	0	328	672	GasA	TA	Y	SBrkr	672	0	0	672	1	0	1	0	2	1	TA	4	Typ	0	NA	Attchd	1941	Unf	1	234	TA	TA	N	0	113	0	0	0	0	NA	NA	NA	0	8	2009	WD	Normal	113000
1214	80	RL	NA	10246	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Sawyer	Norm	Norm	1Fam	SLvl	4	9	1965	2001	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	CBlock	TA	Gd	Av	GLQ	648	Unf	0	0	648	GasA	Ex	Y	SBrkr	960	0	0	960	1	1	0	0	0	1	TA	3	Typ	0	NA	Attchd	1965	Unf	1	364	TA	TA	Y	88	0	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal	145000
1215	85	RL	69	10205	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	SFoyer	5	5	1962	1962	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	Av	BLQ	784	Unf	0	141	925	GasA	TA	Y	SBrkr	999	0	0	999	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1962	Unf	1	300	TA	TA	Y	150	72	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal	134500
1216	20	RL	99	7094	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	5	1966	1966	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	180	LwQ	374	340	894	GasA	TA	Y	SBrkr	894	0	0	894	0	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1966	RFn	1	384	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	5	2007	WD	Normal	125000
1217	90	RM	68	8930	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	RRAe	Norm	Duplex	1.5Fin	6	5	1978	1978	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	TA	Y	SBrkr	1318	584	0	1902	0	0	2	0	4	2	TA	8	Typ	0	NA	Attchd	1978	Unf	2	539	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	112000
1218	20	FV	72	8640	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	8	5	2009	2009	Gable	CompShg	CemntBd	CmentBd	Stone	72	Gd	TA	PConc	Gd	TA	Mn	GLQ	936	Unf	0	364	1300	GasA	Ex	Y	SBrkr	1314	0	0	1314	1	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2009	RFn	2	552	TA	TA	Y	135	112	0	0	0	0	NA	NA	NA	0	9	2009	New	Partial	229456
1219	50	RM	52	6240	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	4	5	1947	1950	Gable	CompShg	AsbShng	AsbShng	None	0	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	Gd	N	SBrkr	672	240	0	912	0	0	1	0	2	1	TA	3	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	0	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	80500
1220	160	RM	21	1680	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	Twnhs	2Story	6	5	1971	1971	Gable	CompShg	CemntBd	CmentBd	BrkFace	236	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	672	672	GasA	TA	Y	SBrkr	672	546	0	1218	0	0	1	1	3	1	TA	7	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	201	0	0	0	0	0	NA	NA	NA	0	4	2006	WD	Abnorml	91500
1221	20	RL	66	7800	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1964	1964	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Rec	312	LwQ	600	0	912	GasA	TA	Y	SBrkr	912	0	0	912	0	0	1	0	2	1	TA	5	Typ	0	NA	Attchd	1964	Unf	1	288	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	11	2006	WD	Abnorml	115000
1222	20	RL	55	8250	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Feedr	Norm	1Fam	1Story	5	5	1968	1968	Hip	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	BLQ	250	LwQ	492	210	952	GasA	Ex	Y	SBrkr	1211	0	0	1211	0	0	1	0	3	1	TA	5	Typ	1	TA	Attchd	1968	Unf	1	322	TA	TA	Y	0	63	0	0	0	0	NA	NA	NA	0	8	2008	WD	Normal	134000
1223	50	RL	78	10496	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Artery	Norm	1Fam	1.5Fin	6	6	1949	1950	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	320	TA	TA	CBlock	TA	TA	Mn	Rec	196	Unf	0	844	1040	GasA	Ex	Y	SBrkr	1168	678	0	1846	0	0	2	0	3	1	TA	7	Typ	1	Gd	Attchd	1949	Unf	1	315	TA	TA	Y	0	0	0	0	0	0	NA	GdWo	NA	0	1	2007	WD	Normal	143000
1224	20	RL	89	10680	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	3	1951	1951	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	44	TA	TA	CBlock	TA	Fa	No	LwQ	756	Unf	0	1380	2136	GasA	TA	N	FuseA	2136	0	0	2136	0	0	2	0	4	1	TA	7	Mod	0	NA	Detchd	1951	Unf	2	528	TA	TA	Y	0	30	0	0	0	0	NA	MnPrv	NA	0	10	2006	WD	Normal	137900
1225	60	RL	60	15384	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	RRAn	Norm	1Fam	2Story	7	5	2004	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	724	Unf	0	64	788	GasA	Ex	Y	SBrkr	788	702	0	1490	1	0	2	1	3	1	Gd	8	Typ	1	Gd	Attchd	2004	Fin	2	388	TA	TA	Y	100	75	0	0	0	0	NA	NA	NA	0	2	2008	WD	Normal	184000
1226	80	RL	65	10482	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	SLvl	6	8	1958	1958	Hip	CompShg	VinylSd	VinylSd	BrkFace	63	TA	Gd	CBlock	TA	TA	Av	GLQ	507	Unf	0	81	588	GasA	Ex	Y	SBrkr	1138	0	0	1138	0	1	1	0	3	1	TA	6	Typ	0	NA	Attchd	1958	RFn	1	264	TA	TA	Y	224	0	0	0	0	0	NA	MnWw	NA	0	6	2007	WD	Normal	145000
1227	60	RL	86	14598	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Somerst	Feedr	Norm	1Fam	2Story	6	5	2007	2007	Gable	CompShg	VinylSd	VinylSd	Stone	74	Gd	TA	PConc	Gd	TA	Mn	Unf	0	Unf	0	894	894	GasA	Ex	Y	SBrkr	894	1039	0	1933	0	0	2	1	4	1	Gd	9	Typ	1	Gd	BuiltIn	2007	Fin	3	668	TA	TA	Y	100	18	0	0	0	0	NA	NA	NA	0	1	2008	WD	Normal	214000
1228	20	RL	72	8872	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	8	1965	2008	Gable	CompShg	VinylSd	VinylSd	BrkFace	300	TA	TA	CBlock	TA	TA	No	ALQ	595	Unf	0	317	912	GasA	Ex	Y	SBrkr	912	0	0	912	1	0	1	0	2	1	Gd	5	Typ	0	NA	Detchd	1992	Unf	2	576	TA	TA	Y	0	240	0	0	0	0	NA	NA	NA	0	12	2008	WD	Normal	147000
1229	120	RL	65	8769	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	9	5	2008	2008	Hip	CompShg	MetalSd	MetalSd	BrkFace	766	Ex	TA	PConc	Ex	TA	No	GLQ	1540	Unf	0	162	1702	GasA	Ex	Y	SBrkr	1702	0	0	1702	1	0	1	1	1	1	Ex	7	Typ	1	Gd	Attchd	2008	Fin	3	1052	TA	TA	Y	0	72	0	0	224	0	NA	NA	NA	0	10	2008	New	Partial	367294
1230	80	RL	70	7910	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	SLvl	5	5	1960	1960	Hip	CompShg	BrkFace	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	ALQ	666	Unf	0	409	1075	GasA	Gd	Y	SBrkr	1507	0	0	1507	0	0	2	0	4	1	TA	7	Maj1	0	NA	Basment	1960	Unf	1	404	TA	TA	Y	0	0	0	0	0	0	NA	GdWo	NA	0	8	2008	WD	Normal	127000
1231	90	RL	NA	18890	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Feedr	RRAe	Duplex	1.5Fin	5	5	1977	1977	Shed	CompShg	Plywood	Plywood	None	1	TA	TA	CBlock	Gd	TA	No	GLQ	498	Rec	211	652	1361	GasA	Ex	Y	SBrkr	1361	1259	0	2620	0	0	2	2	4	2	TA	12	Typ	1	TA	BuiltIn	1977	RFn	2	600	TA	TA	N	155	24	145	0	0	0	NA	NA	Gar2	8300	8	2007	WD	Normal	190000
1232	90	RL	70	7728	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	Duplex	SLvl	5	6	1962	1962	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	120	TA	TA	CBlock	TA	TA	Av	ALQ	803	Unf	0	303	1106	GasA	TA	Y	SBrkr	1190	0	0	1190	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1962	Unf	2	540	TA	TA	Y	0	18	0	0	0	0	NA	GdWo	NA	0	5	2006	WD	Normal	132500
1233	90	RL	70	9842	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	NAmes	Norm	Norm	Duplex	1Story	4	5	1962	1962	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	TA	Y	SBrkr	1224	0	0	1224	0	0	2	0	2	2	TA	6	Typ	0	NA	CarPort	1962	Unf	2	462	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	3	2007	WD	Normal	101800
1234	20	RL	NA	12160	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1959	1959	Hip	CompShg	Plywood	Plywood	BrkFace	180	TA	TA	CBlock	TA	TA	No	Rec	1000	Unf	0	188	1188	GasA	Fa	Y	SBrkr	1188	0	0	1188	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1959	RFn	2	531	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	5	2010	COD	Abnorml	142000
1235	70	RH	55	8525	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	SWISU	Norm	Norm	1Fam	2Story	5	6	1911	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	PConc	TA	TA	Av	Unf	0	Unf	0	940	940	GasA	TA	N	FuseA	1024	940	0	1964	0	0	1	1	4	1	TA	7	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	192	0	0	0	0	NA	NA	NA	0	11	2008	WD	Abnorml	130000
1236	70	RL	96	13132	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	2Story	5	5	1914	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	Gd	TA	Mn	Unf	0	Unf	0	747	747	GasA	Gd	Y	FuseF	892	892	0	1784	0	0	1	1	4	1	TA	9	Typ	0	NA	Detchd	1914	Unf	1	180	Fa	Fa	N	203	40	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	138887
1237	160	RL	36	2628	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	Twnhs	2Story	7	5	2003	2003	Gable	CompShg	VinylSd	Wd Shng	Stone	106	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	764	764	GasA	Ex	Y	SBrkr	764	862	0	1626	0	0	2	1	2	1	Gd	6	Typ	0	NA	BuiltIn	2003	RFn	2	474	TA	TA	Y	0	27	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal	175500
1238	60	RL	41	12393	Pave	NA	IR2	Lvl	AllPub	FR2	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2004	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	847	847	GasA	Ex	Y	SBrkr	847	1101	0	1948	0	0	2	1	4	1	Gd	8	Typ	1	Gd	BuiltIn	2004	Fin	2	434	TA	TA	Y	100	48	0	0	0	0	NA	NA	NA	0	9	2006	WD	Normal	195000
1239	20	RL	63	13072	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	RRAe	Norm	1Fam	1Story	6	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1141	1141	GasA	Ex	Y	SBrkr	1141	0	0	1141	0	0	1	1	3	1	TA	6	Typ	0	NA	Detchd	2005	Unf	2	484	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	3	2006	WD	Abnorml	142500
1240	20	RL	64	9037	Pave	NA	IR1	HLS	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	8	5	2006	2006	Hip	CompShg	VinylSd	VinylSd	BrkFace	32	Gd	TA	PConc	Gd	TA	Av	GLQ	428	Unf	0	1048	1476	GasA	Ex	Y	SBrkr	1484	0	0	1484	0	0	2	0	2	1	Ex	6	Typ	1	Gd	Attchd	2006	RFn	2	472	TA	TA	Y	120	33	0	0	0	0	NA	NA	NA	0	12	2007	WD	Normal	265900
1241	60	RL	65	8158	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	BrkFace	252	Gd	TA	PConc	Gd	TA	No	GLQ	550	Unf	0	334	884	GasA	Ex	Y	SBrkr	884	884	0	1768	1	0	2	1	3	1	Gd	8	Typ	0	NA	Attchd	2003	RFn	2	543	TA	TA	Y	0	63	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	224900
1242	20	RL	83	9849	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	7	6	2007	2007	Hip	CompShg	VinylSd	VinylSd	Stone	0	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	1689	1689	GasA	Ex	Y	SBrkr	1689	0	0	1689	0	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2007	RFn	3	954	TA	TA	Y	0	56	0	0	0	0	NA	NA	NA	0	6	2007	New	Partial	248328
1243	85	RL	85	10625	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	SFoyer	7	6	1974	1974	Gable	CompShg	Plywood	Plywood	BrkFace	81	TA	TA	CBlock	Gd	TA	Gd	GLQ	885	LwQ	168	0	1053	GasA	TA	Y	SBrkr	1173	0	0	1173	1	0	2	0	3	1	Gd	6	Typ	2	TA	Attchd	1974	RFn	2	528	TA	TA	Y	0	120	0	0	0	0	NA	MnPrv	NA	0	1	2010	WD	Family	170000
1244	20	RL	107	13891	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	10	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	NA	NA	Ex	TA	PConc	Ex	Gd	Gd	GLQ	1386	Unf	0	690	2076	GasA	Ex	Y	SBrkr	2076	0	0	2076	1	0	2	1	2	1	Ex	7	Typ	1	Gd	Attchd	2006	Fin	3	850	TA	TA	Y	216	229	0	0	0	0	NA	NA	NA	0	9	2006	New	Partial	465000
1245	70	RL	NA	11435	Pave	NA	IR1	HLS	AllPub	Corner	Mod	Crawfor	Norm	Norm	1Fam	2Story	8	7	1929	1950	Gable	CompShg	BrkFace	Stucco	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	792	792	GasA	Fa	Y	SBrkr	792	725	0	1517	0	0	1	0	3	1	Gd	7	Typ	2	Gd	Detchd	1931	Unf	2	400	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	230000
1246	80	RL	78	12090	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	SLvl	6	7	1984	2003	Hip	CompShg	VinylSd	VinylSd	BrkFace	74	TA	TA	CBlock	Gd	TA	No	Unf	0	Unf	0	585	585	GasA	Ex	Y	SBrkr	1140	728	0	1868	0	0	3	1	3	1	TA	7	Typ	1	TA	BuiltIn	1984	Fin	2	477	TA	TA	Y	268	112	0	0	147	0	NA	NA	NA	0	1	2007	WD	Abnorml	178000
1247	60	FV	65	8125	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	7	5	2005	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	756	756	GasA	Ex	Y	SBrkr	756	797	0	1553	0	0	2	1	3	1	Gd	6	Typ	0	NA	Attchd	2005	RFn	2	615	TA	TA	Y	0	45	0	0	0	0	NA	NA	NA	0	3	2006	New	Partial	186500
1248	80	RL	NA	12328	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	SLvl	6	5	1976	1976	Gable	CompShg	HdBoard	HdBoard	BrkFace	335	TA	TA	CBlock	TA	TA	Av	GLQ	539	Unf	0	473	1012	GasA	TA	Y	SBrkr	1034	0	0	1034	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1976	Unf	3	888	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	169900
1249	75	RM	60	9600	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2.5Unf	6	5	1917	1950	Gable	CompShg	AsbShng	AsbShng	None	0	TA	TA	BrkTil	Gd	TA	No	Rec	319	Unf	0	416	735	OthW	Fa	N	SBrkr	1134	924	0	2058	0	0	1	1	3	1	TA	8	Typ	1	Gd	Detchd	1950	Unf	2	396	Fa	Fa	P	0	0	259	0	0	0	NA	NA	NA	0	4	2008	WD	Normal	129500
1250	20	RL	60	7200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1950	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	BLQ	534	Rec	96	246	876	GasA	TA	Y	SBrkr	988	0	0	988	0	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1950	Unf	1	276	TA	TA	Y	0	80	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	119000
1251	20	RL	93	11160	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	7	5	1968	1968	Hip	CompShg	BrkFace	BrkFace	None	0	Gd	TA	CBlock	TA	TA	No	ALQ	1065	Unf	0	1045	2110	GasA	Ex	Y	SBrkr	2110	0	0	2110	1	0	2	1	3	1	Ex	8	Typ	2	TA	Attchd	1968	Fin	2	522	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	244000
1252	120	RL	NA	3136	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	7	5	2003	2003	Gable	CompShg	VinylSd	Wd Shng	Stone	163	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1405	1405	GasA	Ex	Y	SBrkr	1405	0	0	1405	0	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2003	RFn	2	478	TA	TA	Y	148	36	0	0	0	0	NA	NA	NA	0	3	2006	WD	Normal	171750
1253	20	RL	62	9858	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	1Story	5	6	1968	1968	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	BLQ	510	Unf	0	354	864	GasA	TA	Y	SBrkr	874	0	0	874	1	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1968	RFn	1	288	TA	TA	Y	33	0	0	0	0	0	NA	GdWo	Shed	600	11	2009	WD	Normal	130000
1254	60	RL	NA	17542	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Veenker	Norm	Norm	1Fam	2Story	7	7	1974	2003	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	Gd	TA	CBlock	TA	TA	Gd	LwQ	125	ALQ	1031	36	1192	GasA	TA	Y	SBrkr	1516	651	0	2167	1	0	2	1	3	1	Gd	9	Typ	2	Gd	Attchd	1974	RFn	2	518	TA	TA	Y	220	47	0	0	0	0	NA	MnPrv	NA	0	7	2007	WD	Normal	294000
1255	60	RL	60	6931	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	2Story	7	5	2003	2004	Gable	CompShg	VinylSd	VinylSd	Stone	92	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	746	746	GasA	Ex	Y	SBrkr	760	896	0	1656	0	0	2	1	3	1	Gd	7	Typ	1	Gd	BuiltIn	2003	Fin	2	397	TA	TA	Y	178	128	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	165400
1256	50	RM	52	6240	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	6	6	1931	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	Fa	No	LwQ	425	Unf	0	459	884	GasA	TA	Y	FuseA	959	408	0	1367	0	0	1	0	3	1	TA	6	Typ	1	Gd	Detchd	1978	Unf	1	560	TA	TA	Y	0	0	0	0	120	0	NA	NA	NA	0	11	2007	WD	Normal	127500
1257	20	RL	91	14303	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NoRidge	Norm	Norm	1Fam	1Story	8	5	1994	1994	Hip	CompShg	HdBoard	HdBoard	BrkFace	554	Gd	TA	PConc	Gd	TA	Gd	GLQ	1314	Unf	0	672	1986	GasA	Ex	Y	SBrkr	1987	0	0	1987	1	0	2	0	2	1	Gd	7	Typ	1	TA	Attchd	1994	Fin	2	691	TA	TA	Y	262	36	0	0	0	0	NA	NA	NA	0	8	2008	WD	Normal	301500
1258	30	RL	56	4060	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Edwards	Feedr	Norm	1Fam	1Story	5	8	1922	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	Fa	TA	No	Unf	0	Unf	0	864	864	GasA	Ex	Y	SBrkr	864	0	0	864	0	0	1	0	2	1	TA	4	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	96	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	99900
1259	80	RL	59	9587	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	SLvl	7	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	Stone	182	Gd	TA	PConc	Gd	TA	Gd	GLQ	655	Unf	0	201	856	GasA	Ex	Y	SBrkr	1166	0	0	1166	1	0	2	0	2	1	Gd	5	Typ	0	NA	Attchd	2005	Fin	2	400	TA	TA	Y	212	0	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	190000
1260	20	RL	65	9750	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	8	1969	1969	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	Gd	TA	No	ALQ	602	LwQ	438	14	1054	GasA	Gd	Y	SBrkr	1054	0	0	1054	1	0	1	1	3	1	TA	6	Typ	0	NA	Attchd	1969	Unf	2	460	TA	TA	Y	180	0	0	0	80	0	NA	NA	NA	0	7	2008	WD	Normal	151000
1261	60	RL	NA	24682	Pave	NA	IR3	Lvl	AllPub	CulDSac	Gtl	Gilbert	RRAn	Norm	1Fam	2Story	6	5	1999	1999	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	841	841	GasA	Ex	Y	SBrkr	892	783	0	1675	0	0	2	1	3	1	TA	7	Typ	1	TA	BuiltIn	1999	Fin	2	502	TA	TA	Y	0	103	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	181000
1262	20	RL	80	9600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1956	1956	Hip	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	504	Unf	0	546	1050	GasA	Gd	Y	SBrkr	1050	0	0	1050	0	0	1	0	2	1	TA	5	Typ	0	NA	Attchd	1956	Unf	1	338	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	128900
1263	50	RL	NA	11250	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	ClearCr	Norm	Norm	1Fam	1.5Fin	4	5	1957	1989	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	Av	Unf	0	Unf	0	1104	1104	GasA	Ex	Y	FuseA	1104	684	0	1788	1	0	1	0	5	1	TA	8	Min2	2	TA	Attchd	1957	Unf	1	304	TA	TA	Y	120	0	0	0	0	0	NA	NA	NA	0	11	2009	WD	Normal	161500
1264	70	RL	60	13515	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	2Story	6	6	1919	1950	Gambrel	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	764	764	GasA	Ex	Y	FuseA	1060	764	0	1824	0	0	1	0	3	1	TA	8	Typ	1	Gd	Detchd	1940	Unf	2	520	TA	TA	N	0	0	126	0	0	0	NA	GdPrv	NA	0	7	2007	WD	Normal	180500
1265	120	RH	34	4060	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	TwnhsE	1Story	6	5	1998	1999	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	266	Unf	0	1139	1405	GasA	Ex	Y	SBrkr	1337	0	0	1337	1	0	2	0	2	1	Gd	5	Typ	0	NA	Attchd	1998	Fin	2	511	TA	TA	Y	144	68	0	0	0	0	NA	NA	NA	0	8	2008	COD	Abnorml	181000
1266	160	FV	35	3735	Pave	NA	Reg	Lvl	AllPub	FR3	Gtl	Somerst	Norm	Norm	TwnhsE	2Story	7	5	1999	1999	Hip	CompShg	MetalSd	MetalSd	BrkFace	218	Gd	TA	PConc	Gd	TA	No	GLQ	450	Unf	0	241	691	GasA	Ex	Y	SBrkr	713	739	0	1452	1	0	2	1	3	1	Gd	6	Typ	0	NA	Detchd	1999	Unf	2	506	TA	TA	Y	0	34	0	0	0	0	NA	NA	NA	0	3	2006	WD	Normal	183900
1267	190	RM	60	10120	Pave	NA	IR1	Bnk	AllPub	Inside	Gtl	OldTown	Feedr	Norm	2fmCon	2.5Unf	7	4	1910	1950	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	Fa	TA	CBlock	TA	TA	No	Unf	0	Unf	0	925	925	GasA	TA	N	FuseF	964	925	0	1889	0	0	1	1	4	2	TA	9	Typ	1	Gd	Detchd	1960	Unf	1	308	TA	TA	N	0	0	264	0	0	0	NA	MnPrv	NA	0	1	2007	WD	Normal	122000
1268	20	RL	89	13214	Pave	NA	IR1	HLS	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	9	5	2008	2009	Hip	CompShg	Stucco	CmentBd	None	0	Ex	TA	PConc	Ex	TA	Gd	Unf	0	Unf	0	2002	2002	GasA	Ex	Y	SBrkr	2018	0	0	2018	0	0	2	0	3	1	Ex	10	Typ	1	Gd	Attchd	2009	Fin	3	746	TA	TA	Y	144	76	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	378500
1269	50	RL	NA	14100	Pave	NA	IR1	Lvl	AllPub	Inside	Mod	Crawfor	Norm	Norm	1Fam	1.5Fin	8	9	1935	1997	Gable	CompShg	Stucco	Stucco	BrkFace	632	TA	Gd	CBlock	TA	TA	Mn	Rec	192	Unf	0	536	728	GasA	Ex	Y	SBrkr	1968	1479	0	3447	0	0	3	1	4	1	Gd	11	Typ	2	Gd	BuiltIn	1982	Unf	3	1014	TA	TA	Y	314	12	0	0	0	0	NA	GdWo	NA	0	5	2008	WD	Normal	381000
1270	50	RL	78	11344	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Feedr	Norm	1Fam	1.5Fin	5	5	1958	1958	Gable	CompShg	MetalSd	MetalSd	BrkFace	180	TA	TA	CBlock	TA	TA	No	BLQ	460	Unf	0	414	874	GasW	TA	Y	FuseA	874	650	0	1524	0	0	1	1	3	1	TA	7	Typ	0	NA	Attchd	1958	Unf	1	315	TA	TA	Y	0	0	0	0	0	0	NA	GdWo	NA	0	7	2007	WD	Normal	144000
1271	40	RL	NA	23595	Pave	NA	Reg	Low	AllPub	Inside	Sev	ClearCr	Norm	Norm	1Fam	1Story	7	6	1979	1979	Shed	WdShake	Plywood	Plywood	None	0	Gd	TA	PConc	Gd	TA	Gd	GLQ	1258	Unf	0	74	1332	GasA	TA	Y	SBrkr	1332	192	0	1524	2	0	0	1	0	1	Gd	4	Typ	1	TA	Attchd	1979	Fin	2	586	TA	TA	Y	268	0	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	260000
1272	20	RL	NA	9156	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NWAmes	PosN	Norm	1Fam	1Story	6	7	1968	1968	Hip	CompShg	BrkFace	BrkFace	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1489	1489	GasA	Gd	Y	SBrkr	1489	0	0	1489	0	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	1968	RFn	2	462	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	8	2009	WD	Normal	185750
1273	20	RL	NA	13526	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	6	1965	1965	Hip	CompShg	HdBoard	Plywood	BrkFace	114	TA	TA	CBlock	TA	TA	No	BLQ	560	LwQ	375	0	935	GasA	TA	Y	SBrkr	935	0	0	935	1	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1965	Unf	1	288	TA	TA	Y	180	0	0	0	0	0	NA	MnPrv	NA	0	11	2006	WD	Normal	137000
1274	80	RL	124	11512	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Edwards	Norm	Norm	1Fam	SLvl	6	7	1959	2006	Gable	CompShg	Plywood	Plywood	BrkFace	84	TA	TA	CBlock	TA	TA	Av	ALQ	719	Unf	0	300	1019	GasA	Gd	Y	SBrkr	1357	0	0	1357	1	0	1	0	2	1	Ex	5	Typ	1	Gd	Basment	1959	RFn	1	312	TA	TA	Y	0	0	0	0	163	0	NA	GdPrv	NA	0	5	2008	WD	Normal	177000
1275	50	RL	53	5362	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Crawfor	Norm	Norm	1Fam	1.5Fin	5	6	1910	2003	Gable	CompShg	Wd Sdng	Wd Shng	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	661	661	GasA	Ex	Y	SBrkr	661	589	0	1250	0	0	2	0	3	1	TA	8	Typ	1	Gd	Detchd	1985	Unf	2	552	TA	TA	Y	242	0	81	0	0	0	NA	NA	NA	0	11	2007	WD	Normal	139000
1276	90	RL	95	11345	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Feedr	Norm	Duplex	2Story	5	5	1948	1950	Gable	Roll	AsbShng	AsbShng	Stone	567	TA	TA	CBlock	TA	TA	No	Rec	220	Unf	0	708	928	GasA	Gd	Y	FuseA	928	992	0	1920	0	0	2	0	4	2	TA	10	Typ	0	NA	Detchd	1948	Unf	2	400	TA	Fa	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	137000
1277	60	RL	NA	12936	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NWAmes	Norm	Norm	1Fam	2Story	6	6	1972	1972	Gable	CompShg	HdBoard	Plywood	None	0	TA	TA	CBlock	TA	Gd	No	BLQ	593	Unf	0	130	723	GasA	TA	Y	SBrkr	735	660	0	1395	0	1	1	1	3	1	TA	6	Typ	1	TA	Attchd	1972	Unf	2	497	TA	TA	Y	294	116	0	0	0	0	NA	NA	NA	0	12	2009	WD	Normal	162000
1278	80	RL	NA	17871	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NWAmes	Norm	Norm	1Fam	SLvl	6	5	1967	1976	Gable	CompShg	HdBoard	HdBoard	BrkFace	359	TA	TA	CBlock	Gd	TA	Av	ALQ	528	Unf	0	1152	1680	GasA	Fa	Y	SBrkr	1724	0	0	1724	1	0	1	1	3	1	TA	7	Typ	1	Gd	Attchd	1967	RFn	2	480	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	197900
1279	60	RL	75	9473	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	8	5	2002	2002	Gable	CompShg	VinylSd	VinylSd	NA	NA	Gd	TA	PConc	Gd	TA	No	GLQ	804	Unf	0	324	1128	GasA	Ex	Y	SBrkr	1128	903	0	2031	1	0	2	1	3	1	Gd	7	Typ	1	Gd	Attchd	2002	RFn	2	577	TA	TA	Y	0	211	0	0	0	0	NA	NA	NA	0	3	2008	WD	Normal	237000
1280	50	C (all)	60	7500	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1.5Fin	4	4	1920	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	No	Unf	0	Unf	0	698	698	GasA	TA	Y	FuseA	698	430	0	1128	0	0	1	0	2	1	TA	6	Typ	0	NA	Detchd	1980	RFn	2	528	TA	TA	Y	30	0	164	0	0	0	NA	NA	NA	0	4	2010	COD	Abnorml	68400
1281	20	RL	67	9808	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2002	2002	Gable	CompShg	VinylSd	VinylSd	BrkFace	110	Gd	TA	PConc	Gd	TA	No	GLQ	788	Unf	0	785	1573	GasA	Ex	Y	SBrkr	1573	0	0	1573	1	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2002	RFn	2	544	TA	TA	Y	0	72	0	0	0	0	NA	NA	NA	0	3	2009	WD	Normal	227000
1282	20	RL	50	8049	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Timber	Norm	Norm	1Fam	1Story	7	5	1990	1990	Hip	CompShg	HdBoard	HdBoard	BrkFace	54	TA	TA	CBlock	Gd	TA	No	ALQ	1053	Unf	0	256	1309	GasA	TA	Y	SBrkr	1339	0	0	1339	1	0	2	0	2	1	TA	6	Typ	1	TA	Attchd	1990	Fin	2	484	Gd	Gd	Y	0	58	0	0	90	0	NA	NA	NA	0	7	2006	WD	Normal	180000
1283	20	RL	61	8800	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	7	1977	2008	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	Gd	TA	Mn	LwQ	532	Rec	144	364	1040	GasA	TA	Y	SBrkr	1040	0	0	1040	0	0	2	0	3	1	Gd	5	Typ	0	NA	Detchd	1977	Unf	2	484	TA	TA	Y	0	0	0	0	288	0	NA	NA	NA	0	9	2009	WD	Normal	150500
1284	90	RL	94	9400	Pave	NA	Reg	Low	AllPub	Corner	Gtl	Mitchel	Norm	Norm	Duplex	2Story	6	5	1971	1971	Mansard	CompShg	MetalSd	Wd Shng	None	0	TA	TA	CBlock	TA	TA	Av	Unf	0	Unf	0	912	912	GasA	TA	Y	SBrkr	912	912	0	1824	0	0	2	2	4	2	TA	8	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	128	0	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	139000
1285	50	RL	50	9638	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SWISU	Feedr	Norm	1Fam	1.5Fin	6	7	1919	1990	Gable	CompShg	Wd Sdng	Wd Shng	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	804	804	GasA	Ex	Y	SBrkr	1699	748	0	2447	0	0	2	0	4	1	Gd	10	Min2	1	Gd	Detchd	1969	Unf	1	336	TA	TA	Y	272	0	42	0	116	0	NA	NA	NA	0	3	2010	WD	Normal	169000
1286	50	RM	50	6000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	6	6	1939	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Fa	CBlock	TA	TA	No	Unf	0	Unf	0	780	780	GasA	Ex	Y	FuseF	825	587	0	1412	0	0	1	0	4	1	TA	6	Typ	1	Gd	Detchd	1939	Unf	1	280	TA	TA	Y	45	0	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal	132500
1287	20	RL	NA	9790	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Feedr	Norm	1Fam	1Story	6	5	1963	1963	Hip	CompShg	HdBoard	HdBoard	BrkFace	451	TA	TA	CBlock	TA	TA	No	ALQ	569	Rec	81	678	1328	GasA	TA	Y	SBrkr	1328	0	0	1328	1	0	1	1	3	1	TA	6	Typ	2	Gd	Attchd	1963	Unf	2	528	TA	TA	Y	0	26	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal	143000
1288	20	RL	NA	36500	Pave	NA	IR1	Low	AllPub	Inside	Mod	ClearCr	Norm	Norm	1Fam	1Story	5	5	1964	1964	Gable	CompShg	Wd Sdng	Wd Sdng	BrkCmn	621	TA	Gd	CBlock	TA	TA	Av	Rec	812	Unf	0	812	1624	GasA	Fa	Y	SBrkr	1582	0	0	1582	0	1	2	0	4	1	TA	7	Typ	0	NA	Attchd	1964	Unf	2	390	TA	TA	N	168	198	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	190000
1289	120	RL	40	5664	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	2000	2000	Gable	CompShg	CemntBd	CmentBd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	1158	Unf	0	343	1501	GasA	Ex	Y	SBrkr	1659	0	0	1659	1	0	2	0	2	1	Ex	5	Typ	1	Ex	Attchd	2000	Fin	2	499	TA	TA	Y	212	59	0	0	0	0	NA	NA	NA	0	10	2009	WD	Normal	278000
1290	60	RL	86	11065	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	8	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	Stone	788	Gd	TA	PConc	Gd	TA	Mn	Unf	0	Unf	0	1085	1085	GasA	Ex	Y	SBrkr	1120	850	0	1970	0	0	2	1	3	1	Ex	8	Typ	1	Gd	BuiltIn	2006	Fin	3	753	TA	TA	Y	177	74	0	0	0	0	NA	NA	NA	0	10	2006	New	Partial	281000
1291	80	RL	NA	14112	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	SLvl	5	7	1964	1964	Hip	CompShg	Wd Sdng	HdBoard	BrkFace	86	TA	TA	PConc	TA	TA	Av	GLQ	1014	Unf	0	138	1152	GasA	TA	Y	SBrkr	1152	0	0	1152	1	0	1	0	3	1	TA	6	Typ	1	Gd	Attchd	1964	RFn	2	484	TA	TA	Y	227	0	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	180500
1292	160	RM	21	1680	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	Twnhs	2Story	5	7	1972	1972	Gable	CompShg	CemntBd	CmentBd	BrkFace	268	TA	TA	CBlock	TA	TA	No	ALQ	231	Unf	0	399	630	GasA	TA	Y	SBrkr	630	672	0	1302	0	0	2	1	3	1	TA	6	Typ	0	NA	Detchd	1972	Unf	1	264	TA	TA	Y	185	0	0	0	0	0	NA	NA	NA	0	2	2009	WD	Normal	119500
1293	70	RM	60	6600	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	2Story	5	4	1892	1965	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	Stone	TA	TA	No	Unf	0	Unf	0	994	994	GasA	TA	N	SBrkr	1378	994	0	2372	0	0	2	0	4	2	TA	11	Min2	0	NA	Attchd	1985	RFn	1	432	TA	TA	Y	0	287	0	0	0	0	NA	NA	NA	0	12	2009	WD	Normal	107500
1294	60	RL	78	10140	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	2Story	7	5	1976	1976	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	PConc	Gd	TA	No	GLQ	194	Unf	0	638	832	GasA	TA	Y	SBrkr	832	832	0	1664	0	0	2	1	4	1	TA	8	Typ	1	TA	Attchd	1976	RFn	2	528	TA	TA	Y	0	28	0	0	259	0	NA	GdWo	NA	0	3	2006	WD	Normal	162900
1295	20	RL	60	8172	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	5	7	1955	1990	Hip	CompShg	WdShing	Plywood	None	0	TA	TA	CBlock	TA	TA	No	Rec	167	Unf	0	697	864	GasA	TA	Y	SBrkr	864	0	0	864	1	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1957	Unf	2	572	TA	TA	N	0	0	0	0	0	0	NA	NA	NA	0	4	2006	WD	Normal	115000
1296	20	RL	70	8400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Feedr	Norm	1Fam	1Story	5	5	1968	1968	Hip	CompShg	HdBoard	HdBoard	BrkFace	168	TA	TA	CBlock	TA	TA	Av	BLQ	1016	Unf	0	36	1052	GasA	Gd	Y	SBrkr	1052	0	0	1052	1	0	1	1	3	1	TA	5	Typ	0	NA	Attchd	1968	RFn	1	288	TA	TA	Y	356	0	0	0	0	0	NA	GdWo	NA	0	11	2006	WD	Normal	138500
1297	20	RL	80	8700	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1963	1963	Hip	CompShg	MetalSd	MetalSd	BrkFace	148	TA	Gd	CBlock	TA	TA	Mn	ALQ	776	Unf	0	344	1120	GasA	Gd	Y	SBrkr	1128	0	0	1128	1	0	2	0	3	1	TA	6	Typ	0	NA	Attchd	1963	RFn	2	525	TA	TA	Y	192	20	123	0	0	0	NA	MnPrv	NA	0	12	2008	WD	Normal	155000
1298	180	RM	35	3675	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	TwnhsE	SFoyer	6	5	2005	2006	Gable	CompShg	VinylSd	VinylSd	BrkFace	82	TA	TA	PConc	Gd	TA	Gd	GLQ	547	Unf	0	0	547	GasA	Gd	Y	SBrkr	1072	0	0	1072	1	0	2	0	2	1	TA	5	Typ	0	NA	Basment	2005	Fin	2	525	TA	TA	Y	0	44	0	0	0	0	NA	NA	NA	0	6	2006	New	Partial	140000
1299	60	RL	313	63887	Pave	NA	IR3	Bnk	AllPub	Corner	Gtl	Edwards	Feedr	Norm	1Fam	2Story	10	5	2008	2008	Hip	ClyTile	Stucco	Stucco	Stone	796	Ex	TA	PConc	Ex	TA	Gd	GLQ	5644	Unf	0	466	6110	GasA	Ex	Y	SBrkr	4692	950	0	5642	2	0	2	1	3	1	Ex	12	Typ	3	Gd	Attchd	2008	Fin	2	1418	TA	TA	Y	214	292	0	0	0	480	Gd	NA	NA	0	1	2008	New	Partial	160000
1300	20	RL	75	7500	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1959	1994	Hip	CompShg	BrkFace	BrkFace	None	0	TA	TA	CBlock	TA	TA	No	LwQ	340	Rec	906	0	1246	GasA	Ex	Y	SBrkr	1246	0	0	1246	1	0	1	1	3	1	Gd	6	Typ	0	NA	Attchd	1959	RFn	1	305	TA	TA	Y	218	0	0	0	0	0	NA	GdPrv	NA	0	5	2010	WD	Normal	154000
1301	60	RL	NA	10762	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	1999	1999	Gable	CompShg	VinylSd	VinylSd	None	344	Gd	TA	PConc	Gd	TA	No	GLQ	694	Unf	0	284	978	GasA	Ex	Y	SBrkr	1005	978	0	1983	0	0	2	1	3	1	Gd	9	Typ	1	TA	Attchd	1999	Fin	2	490	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal	225000
1302	70	RL	NA	7500	Pave	NA	IR1	Bnk	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	2Story	6	7	1942	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	BLQ	547	Unf	0	224	771	GasA	Fa	Y	SBrkr	753	741	0	1494	0	0	1	0	3	1	Gd	7	Typ	2	Gd	Attchd	1942	Unf	1	213	TA	TA	P	0	0	0	0	224	0	NA	NA	NA	0	11	2009	WD	Normal	177500
1303	60	RL	92	10120	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1994	1994	Hip	CompShg	VinylSd	VinylSd	BrkFace	391	Gd	TA	PConc	Gd	TA	No	GLQ	740	Unf	0	425	1165	GasA	Ex	Y	SBrkr	1203	1323	0	2526	1	0	2	1	4	1	Gd	8	Typ	1	TA	Attchd	1994	RFn	3	844	TA	TA	Y	309	78	0	0	0	0	NA	NA	NA	0	12	2006	WD	Normal	290000
1304	20	RL	73	8688	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	7	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	BrkFace	228	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	1616	1616	GasA	Ex	Y	SBrkr	1616	0	0	1616	0	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2005	RFn	3	834	TA	TA	Y	208	59	0	0	0	0	NA	NA	NA	0	4	2006	WD	Normal	232000
1305	160	RM	32	3363	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	TwnhsE	2Story	7	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	Stone	117	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	976	976	GasA	Ex	Y	SBrkr	976	732	0	1708	0	0	2	0	3	1	Gd	7	Maj1	0	NA	Detchd	2004	Unf	2	380	TA	TA	Y	0	40	0	0	0	0	NA	NA	NA	0	4	2006	WD	Normal	130000
1306	20	RL	108	13173	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NridgHt	Norm	Norm	1Fam	1Story	9	5	2006	2007	Hip	CompShg	VinylSd	VinylSd	Stone	300	Gd	TA	PConc	Ex	TA	No	GLQ	1572	Unf	0	80	1652	GasA	Ex	Y	SBrkr	1652	0	0	1652	1	0	2	0	2	1	Ex	6	Typ	2	Ex	Attchd	2006	Fin	2	840	TA	TA	Y	404	102	0	0	0	0	NA	NA	NA	0	11	2009	WD	Normal	325000
1307	120	RL	48	6955	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	7	5	2005	2006	Gable	CompShg	VinylSd	VinylSd	Stone	94	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1368	1368	GasA	Ex	Y	SBrkr	1368	0	0	1368	0	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2005	RFn	2	474	TA	TA	Y	132	35	0	0	0	0	NA	NA	NA	0	9	2006	New	Partial	202500
1308	20	RL	60	8072	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	5	1994	1995	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	PConc	Gd	Gd	No	ALQ	746	Unf	0	244	990	GasA	Ex	Y	SBrkr	990	0	0	990	1	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	2000	Unf	2	480	TA	TA	Y	0	64	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal	138000
1309	20	RM	100	12000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	5	7	1948	2005	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	GLQ	144	ALQ	608	172	924	GasA	Ex	Y	SBrkr	1122	0	0	1122	1	0	1	0	2	1	Gd	6	Typ	0	NA	Attchd	1948	Unf	2	528	TA	TA	Y	0	36	0	0	0	0	NA	GdWo	NA	0	5	2008	WD	Normal	147000
1310	20	RL	NA	7153	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	1Story	6	5	1991	1991	Gable	CompShg	HdBoard	HdBoard	BrkFace	88	TA	TA	CBlock	Gd	TA	No	GLQ	1200	Unf	0	78	1278	GasA	Gd	Y	SBrkr	1294	0	0	1294	1	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	1991	RFn	2	496	TA	TA	Y	112	51	0	0	0	0	NA	GdWo	NA	0	6	2008	WD	Normal	179200
1311	20	RL	100	17500	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Crawfor	PosA	Norm	1Fam	1Story	7	8	1959	2002	Gable	CompShg	BrkFace	HdBoard	None	0	Gd	Gd	PConc	Gd	TA	Av	GLQ	1406	Unf	0	496	1902	GasA	TA	Y	SBrkr	1902	0	0	1902	1	0	2	0	3	1	Ex	7	Typ	2	TA	Attchd	1959	Fin	2	567	TA	TA	Y	0	207	162	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	335000
1312	20	RL	68	8814	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2005	2007	Gable	CompShg	VinylSd	VinylSd	BrkFace	80	Gd	TA	PConc	Gd	TA	No	GLQ	925	Unf	0	349	1274	GasA	Ex	Y	SBrkr	1274	0	0	1274	1	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2005	RFn	2	508	TA	TA	Y	264	98	0	0	0	0	NA	NA	NA	0	1	2007	New	Partial	203000
1313	60	RL	NA	9572	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1990	1990	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	336	Gd	TA	PConc	Ex	TA	No	GLQ	482	Unf	0	971	1453	GasA	Ex	Y	SBrkr	1453	1357	0	2810	0	0	2	1	4	1	Gd	9	Typ	1	Ex	Attchd	1990	RFn	2	750	Gd	Gd	Y	500	0	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal	302000
1314	60	RL	108	14774	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NoRidge	Norm	Norm	1Fam	2Story	9	5	1999	1999	Gable	CompShg	VinylSd	VinylSd	BrkFace	165	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1393	1393	GasA	Ex	Y	SBrkr	1422	1177	0	2599	0	0	2	1	4	1	Gd	10	Typ	1	TA	BuiltIn	1999	Fin	3	779	TA	TA	Y	668	30	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	333168
1315	20	RL	60	8190	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	4	6	1954	1954	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Rec	732	Unf	0	216	948	GasA	Ex	Y	SBrkr	948	0	0	948	1	0	1	0	3	1	TA	5	Typ	1	TA	Detchd	1956	Unf	1	280	TA	TA	Y	0	36	0	0	0	0	NA	NA	NA	0	10	2007	WD	Normal	119000
1316	60	RL	85	11075	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	2Story	6	5	1969	1969	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	Fa	TA	Mn	ALQ	500	LwQ	276	176	952	GasA	TA	Y	SBrkr	1092	1020	0	2112	0	0	2	1	4	1	TA	9	Typ	2	Gd	Attchd	1969	Unf	2	576	TA	TA	Y	280	0	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	206900
1317	20	RL	61	10226	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	8	5	2008	2008	Gable	CompShg	VinylSd	VinylSd	Stone	270	Gd	TA	PConc	Ex	TA	Gd	Unf	0	Unf	0	1622	1622	GasA	Ex	Y	SBrkr	1630	0	0	1630	1	0	2	0	3	1	Ex	8	Typ	1	Gd	Attchd	2008	RFn	3	860	TA	TA	Y	172	42	0	0	0	0	NA	NA	NA	0	1	2009	WD	Normal	295493
1318	120	FV	47	4230	Pave	Pave	Reg	Lvl	AllPub	Corner	Gtl	Somerst	Norm	Norm	TwnhsE	1Story	7	5	2006	2007	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Ex	Gd	No	Unf	0	Unf	0	1352	1352	GasA	Ex	Y	SBrkr	1352	0	0	1352	0	0	2	0	2	1	Gd	5	Typ	1	Gd	Attchd	2006	RFn	2	466	TA	TA	Y	0	241	0	0	0	0	NA	NA	NA	0	4	2007	New	Partial	208900
1319	20	RL	NA	14781	Pave	NA	IR2	Lvl	AllPub	CulDSac	Gtl	CollgCr	Norm	Norm	1Fam	1Story	8	5	2001	2002	Hip	CompShg	VinylSd	VinylSd	BrkFace	178	Gd	TA	PConc	Gd	TA	Gd	Unf	0	Unf	0	1753	1753	GasA	Ex	Y	SBrkr	1787	0	0	1787	0	0	2	0	3	1	Gd	7	Typ	1	TA	Attchd	2001	RFn	3	748	TA	TA	Y	198	150	0	0	0	0	NA	NA	NA	0	8	2006	WD	Normal	275000
1320	20	RL	75	10215	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	4	5	1954	1954	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	132	TA	TA	PConc	TA	TA	No	ALQ	492	Unf	0	372	864	GasA	Ex	Y	SBrkr	948	0	0	948	0	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1954	Unf	1	248	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	2	2007	WD	Normal	111000
1321	20	RL	70	8400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	3	1957	1957	Hip	CompShg	BrkFace	BrkFace	None	0	TA	TA	CBlock	TA	TA	No	ALQ	189	Rec	661	628	1478	GasA	Gd	Y	SBrkr	1478	0	0	1478	1	0	1	1	3	1	TA	6	Typ	2	Gd	Attchd	1957	RFn	2	442	TA	TA	Y	114	0	0	0	216	0	NA	NA	NA	0	6	2009	WD	Normal	156500
1322	20	RL	NA	6627	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	BrkSide	Feedr	Norm	1Fam	1Story	3	6	1949	1950	Hip	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	NA	NA	NA	NA	0	NA	0	0	0	Floor	TA	N	SBrkr	720	0	0	720	0	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1955	Unf	1	287	TA	Fa	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	72500
1323	60	RL	107	10186	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	7	5	1992	1992	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	674	Unf	0	76	750	GasA	Ex	Y	SBrkr	1061	862	0	1923	1	0	2	1	3	1	Gd	8	Typ	1	TA	Attchd	1992	RFn	2	564	TA	TA	Y	240	39	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal	190000
1324	30	RL	50	5330	Pave	NA	Reg	HLS	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1Story	4	7	1940	1950	Hip	CompShg	VinylSd	VinylSd	None	0	Fa	TA	CBlock	TA	TA	No	LwQ	280	Unf	0	140	420	GasA	Gd	Y	SBrkr	708	0	0	708	0	0	1	0	2	1	Fa	5	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	164	0	0	0	0	0	NA	NA	NA	0	12	2009	WD	Normal	82500
1325	20	RL	75	9986	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	8	5	2006	2007	Gable	CompShg	VinylSd	VinylSd	BrkFace	428	Gd	TA	PConc	Ex	TA	Av	Unf	0	Unf	0	1795	1795	GasA	Ex	Y	SBrkr	1795	0	0	1795	0	0	2	0	2	1	Gd	7	Typ	1	Gd	Attchd	2007	RFn	3	895	TA	TA	Y	0	49	0	0	0	0	NA	NA	NA	0	2	2007	New	Partial	147000
1326	30	RM	40	3636	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1Story	4	4	1922	1950	Gable	CompShg	AsbShng	AsbShng	None	0	TA	TA	BrkTil	TA	Fa	No	Unf	0	Unf	0	796	796	GasA	Fa	N	SBrkr	796	0	0	796	0	0	1	0	2	1	TA	5	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	0	100	0	0	0	NA	MnPrv	NA	0	1	2008	WD	Normal	55000
1327	30	RH	70	4270	Pave	NA	Reg	Bnk	AllPub	Inside	Mod	Edwards	Norm	Norm	1Fam	1Story	3	6	1931	2006	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	Rec	544	Unf	0	0	544	GasA	Ex	Y	SBrkr	774	0	0	774	0	0	1	0	3	1	Gd	6	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	0	286	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	79000
1328	20	RL	60	6600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	1Story	5	9	1982	2008	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	Gd	CBlock	TA	TA	No	ALQ	641	Unf	0	175	816	GasA	Ex	Y	SBrkr	816	0	0	816	0	1	1	0	3	1	Gd	5	Typ	1	Ex	Attchd	1982	Unf	1	264	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	10	2008	WD	Normal	130500
1329	50	RM	60	10440	Pave	Grvl	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	6	7	1920	1950	Gable	CompShg	BrkFace	Wd Sdng	None	0	Gd	Gd	BrkTil	Gd	TA	No	LwQ	493	Unf	0	1017	1510	GasW	Ex	Y	SBrkr	1584	1208	0	2792	0	0	2	0	5	1	TA	8	Mod	2	TA	Detchd	1920	Unf	2	520	Fa	TA	Y	0	547	0	0	480	0	NA	MnPrv	Shed	1150	6	2008	WD	Normal	256000
1330	60	RL	63	9084	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	1998	1998	Hip	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	935	935	GasA	Gd	Y	SBrkr	955	677	0	1632	0	0	2	1	3	1	TA	8	Typ	1	TA	Attchd	1998	Fin	2	462	TA	TA	Y	0	28	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	176500
1331	20	RL	85	10000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	8	5	2006	2006	Hip	CompShg	VinylSd	VinylSd	Stone	410	Gd	TA	PConc	Gd	Gd	Av	Unf	0	Unf	0	1588	1588	GasA	Ex	Y	SBrkr	1588	0	0	1588	0	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2006	RFn	3	825	TA	TA	Y	144	45	0	0	0	0	NA	NA	NA	0	12	2007	WD	Normal	227000
1332	80	RL	55	10780	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	SLvl	5	5	1976	1976	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	Av	ALQ	483	Unf	0	428	911	GasA	Gd	Y	SBrkr	954	0	0	954	0	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1976	Unf	2	576	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	132500
1333	20	RL	67	8877	Pave	NA	Reg	Lvl	AllPub	Inside	Mod	Edwards	Norm	Norm	1Fam	1Story	4	6	1938	1958	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	Mn	ALQ	690	Unf	0	126	816	GasA	Ex	Y	SBrkr	816	0	0	816	1	0	1	0	2	1	TA	3	Typ	1	Gd	Detchd	1958	Unf	1	288	Fa	Fa	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal	100000
1334	50	RM	60	7200	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	IDOTRR	Norm	Norm	1Fam	1.5Fin	5	6	1938	1995	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	803	803	GasA	Ex	Y	SBrkr	803	557	0	1360	0	0	1	1	2	1	Gd	6	Typ	0	NA	Detchd	1951	Unf	1	297	TA	TA	Y	0	65	190	0	0	0	NA	MnPrv	NA	0	7	2006	WD	Normal	125500
1335	160	RM	24	2368	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	TwnhsE	2Story	5	6	1970	1970	Gable	CompShg	HdBoard	HdBoard	None	312	TA	TA	CBlock	TA	TA	No	LwQ	765	Unf	0	0	765	GasA	TA	Y	SBrkr	765	600	0	1365	0	0	1	1	3	1	TA	7	Min1	0	NA	Attchd	1970	Unf	2	440	TA	TA	Y	0	36	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal	125000
1336	20	RL	80	9650	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	6	5	1977	1977	Gable	CompShg	Plywood	Plywood	BrkFace	360	TA	TA	CBlock	Gd	TA	No	ALQ	686	Unf	0	664	1350	GasA	TA	Y	SBrkr	1334	0	0	1334	0	1	2	0	2	1	TA	6	Typ	1	TA	Attchd	1977	RFn	2	630	TA	TA	Y	0	16	0	0	0	0	NA	NA	NA	0	4	2009	WD	Normal	167900
1337	90	RL	87	9246	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NWAmes	Feedr	Norm	Duplex	1Story	5	5	1973	1973	Gable	CompShg	Plywood	Plywood	BrkFace	564	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1656	1656	GasA	TA	Y	SBrkr	1656	0	0	1656	0	0	2	0	4	2	TA	8	Typ	0	NA	Detchd	1973	Unf	2	506	TA	TA	Y	0	211	0	0	0	0	NA	NA	NA	0	11	2008	WD	Normal	135000
1338	30	RM	153	4118	Pave	Grvl	IR1	Bnk	AllPub	Corner	Mod	OldTown	Feedr	Norm	1Fam	1Story	4	4	1941	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	693	693	Grav	Fa	N	FuseA	693	0	0	693	0	0	1	0	2	1	Fa	4	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	20	0	0	0	0	NA	NA	NA	0	3	2006	WD	Normal	52500
1339	60	RL	95	13450	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2002	2002	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	700	Unf	0	216	916	GasA	Ex	Y	SBrkr	920	941	0	1861	1	0	2	1	3	1	Gd	8	Typ	0	NA	BuiltIn	2002	RFn	2	492	TA	TA	Y	146	91	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	200000
1340	20	RL	120	9560	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	7	1972	1972	Hip	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	Mn	Rec	360	Unf	0	504	864	GasA	Ex	Y	SBrkr	864	0	0	864	0	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1972	RFn	1	288	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	128500
1341	20	RL	70	8294	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	5	1971	1971	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	858	858	GasA	TA	Y	SBrkr	872	0	0	872	0	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1974	Unf	4	480	TA	TA	Y	0	0	0	0	0	0	NA	GdWo	NA	0	6	2007	WD	Normal	123000
1342	20	RL	66	13695	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	RRAe	Norm	1Fam	1Story	6	5	2003	2004	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	GLQ	814	Unf	0	300	1114	GasA	Ex	Y	SBrkr	1114	0	0	1114	1	0	1	0	3	1	Gd	6	Typ	0	NA	Detchd	2004	Unf	2	576	TA	TA	Y	0	78	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	155000
1343	60	RL	NA	9375	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	8	5	2002	2002	Gable	CompShg	VinylSd	VinylSd	BrkFace	149	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1284	1284	GasA	Ex	Y	SBrkr	1284	885	0	2169	0	0	2	1	3	1	Gd	7	Typ	1	Gd	Attchd	2002	RFn	2	647	TA	TA	Y	192	87	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal	228500
1344	50	RL	57	7558	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	1.5Fin	6	6	1928	1950	Gable	CompShg	BrkFace	Stone	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	896	896	GasA	Gd	Y	SBrkr	1172	741	0	1913	0	0	1	1	3	1	TA	9	Typ	1	TA	Detchd	1929	Unf	2	342	Fa	Fa	Y	0	0	0	0	0	0	NA	NA	NA	0	3	2009	WD	Normal	177000
1345	60	RL	85	11103	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	728	728	GasA	Ex	Y	SBrkr	728	728	0	1456	0	0	2	1	3	1	Gd	8	Typ	1	TA	Attchd	2006	Fin	2	440	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2007	New	Partial	155835
1346	30	RM	50	6000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	4	4	1920	1950	Hip	CompShg	MetalSd	MetalSd	None	0	TA	TA	PConc	TA	TA	No	ALQ	250	Unf	0	710	960	GasA	Gd	Y	FuseA	960	0	0	960	0	0	1	0	2	1	Fa	5	Typ	0	NA	Detchd	1997	Unf	1	308	TA	TA	Y	0	0	168	0	0	0	NA	NA	NA	0	7	2007	WD	Normal	108500
1347	20	RL	NA	20781	Pave	NA	IR2	Lvl	AllPub	CulDSac	Gtl	NWAmes	PosN	Norm	1Fam	1Story	7	7	1968	2003	Hip	CompShg	BrkFace	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	BLQ	297	Rec	68	1203	1568	GasA	TA	Y	SBrkr	2156	0	0	2156	0	0	2	0	3	1	TA	9	Typ	1	Gd	Attchd	1968	RFn	2	508	Gd	TA	Y	0	80	0	290	0	0	NA	NA	NA	0	6	2006	WD	Normal	262500
1348	20	RL	93	15306	Pave	NA	IR1	HLS	AllPub	Corner	Gtl	Timber	Norm	Norm	1Fam	1Story	8	5	2006	2007	Gable	CompShg	VinylSd	VinylSd	Stone	100	Gd	TA	PConc	Ex	TA	Gd	GLQ	80	Unf	0	1652	1732	GasA	Ex	Y	SBrkr	1776	0	0	1776	1	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2006	Fin	3	712	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2007	New	Partial	283463
1349	20	RL	NA	16196	Pave	NA	IR3	Low	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	1Story	7	5	1998	1998	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Gd	GLQ	1443	Unf	0	39	1482	GasA	Ex	Y	SBrkr	1494	0	0	1494	1	0	2	0	3	1	Gd	5	Typ	1	Fa	Attchd	1998	RFn	2	514	TA	TA	Y	402	25	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal	215000
1350	70	RM	50	5250	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2Story	8	5	1872	1987	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	BrkTil	TA	Fa	No	LwQ	259	Unf	0	425	684	OthW	Fa	N	SBrkr	938	1215	205	2358	0	0	2	0	4	1	TA	8	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	54	20	0	0	0	NA	NA	NA	0	12	2008	WD	Normal	122000
1351	90	RL	91	11643	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Artery	Norm	Duplex	2Story	5	5	1969	1969	Gable	CompShg	MetalSd	MetalSd	BrkFace	368	TA	TA	CBlock	TA	TA	No	LwQ	500	Unf	0	748	1248	GasA	TA	Y	SBrkr	1338	1296	0	2634	1	1	2	2	6	2	TA	12	Typ	0	NA	Detchd	1969	Unf	4	968	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	8	2009	WD	Normal	200000
1352	60	RL	70	9247	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	2Story	6	6	1962	1962	Gable	CompShg	HdBoard	HdBoard	BrkFace	318	TA	TA	CBlock	TA	TA	No	Rec	319	Unf	0	539	858	GasA	Ex	Y	SBrkr	858	858	0	1716	0	0	1	1	4	1	TA	8	Typ	1	Gd	Attchd	1962	Fin	2	490	TA	TA	Y	0	84	0	0	120	0	NA	NA	NA	0	3	2008	WD	Normal	171000
1353	50	RM	50	6000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	6	9	1937	2000	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	698	698	GasA	TA	Y	SBrkr	786	390	0	1176	0	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1999	Unf	2	624	TA	TA	N	210	0	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	134900
1354	50	RL	56	14720	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NoRidge	Norm	Norm	1Fam	1.5Fin	8	5	1995	1996	Hip	CompShg	VinylSd	VinylSd	BrkFace	579	Gd	TA	PConc	Gd	TA	Av	GLQ	816	Unf	0	1217	2033	GasA	Ex	Y	SBrkr	2053	1185	0	3238	1	0	2	1	4	1	Gd	9	Typ	1	Ex	Attchd	1996	Fin	3	666	TA	TA	Y	283	86	0	0	0	0	NA	NA	NA	0	3	2010	WD	Normal	410000
1355	60	RL	NA	10316	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2000	2000	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	735	Unf	0	257	992	GasA	Ex	Y	SBrkr	992	873	0	1865	1	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	2000	RFn	3	839	TA	TA	Y	0	184	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	235000
1356	80	RL	102	10192	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	SLvl	7	6	1968	1992	Gable	CompShg	MetalSd	MetalSd	BrkFace	143	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	570	570	GasA	Gd	Y	SBrkr	1222	698	0	1920	0	0	3	0	4	1	Gd	8	Typ	1	TA	Attchd	1968	RFn	2	487	TA	TA	Y	0	98	0	0	0	0	NA	GdPrv	NA	0	9	2006	WD	Normal	170000
1357	20	RL	NA	9477	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1966	1966	Gable	CompShg	HdBoard	HdBoard	BrkFace	65	TA	TA	CBlock	TA	TA	No	Rec	340	Unf	0	524	864	GasA	TA	Y	SBrkr	892	0	0	892	0	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1966	RFn	1	264	TA	TA	Y	0	0	0	0	0	0	NA	GdWo	NA	0	10	2008	WD	Normal	110000
1358	20	RL	NA	12537	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1971	2008	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	GLQ	734	Unf	0	344	1078	GasA	Ex	Y	SBrkr	1078	0	0	1078	1	0	1	1	3	1	TA	6	Typ	1	Fa	Attchd	1971	Fin	2	500	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	149900
1359	160	FV	NA	2117	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	Twnhs	2Story	6	5	2000	2000	Gable	CompShg	MetalSd	MetalSd	BrkFace	216	Gd	TA	PConc	Gd	TA	No	GLQ	378	Unf	0	378	756	GasA	Ex	Y	SBrkr	769	804	0	1573	0	0	2	1	3	1	Gd	5	Typ	0	NA	Detchd	2000	Unf	2	440	TA	TA	Y	0	32	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal	177500
1360	20	RL	129	16737	Pave	NA	Reg	Lvl	AllPub	FR3	Gtl	NridgHt	Norm	Norm	1Fam	1Story	9	5	2004	2005	Hip	CompShg	VinylSd	VinylSd	BrkFace	66	Gd	TA	PConc	Ex	TA	Av	GLQ	1447	Unf	0	533	1980	GasA	Ex	Y	SBrkr	1980	0	0	1980	1	0	2	0	3	1	Ex	8	Typ	1	Gd	Attchd	2004	Fin	3	770	TA	TA	Y	194	45	0	0	0	0	NA	NA	NA	0	9	2006	WD	Normal	315000
1361	70	RL	51	9842	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SWISU	Feedr	Norm	1Fam	2Story	5	6	1921	1998	Gable	CompShg	MetalSd	Wd Sdng	None	0	TA	TA	BrkTil	TA	Fa	No	Unf	0	Unf	0	612	612	GasA	Ex	Y	SBrkr	990	1611	0	2601	0	0	3	1	4	1	TA	8	Typ	0	NA	BuiltIn	1998	RFn	2	621	TA	TA	Y	183	0	301	0	0	0	NA	NA	NA	0	5	2008	WD	Normal	189000
1362	20	RL	124	16158	Pave	NA	IR1	Low	AllPub	Inside	Mod	StoneBr	Norm	Norm	1Fam	1Story	7	5	2005	2005	Hip	CompShg	VinylSd	VinylSd	Stone	16	Gd	TA	PConc	Ex	TA	Av	ALQ	1274	Unf	0	256	1530	GasA	Ex	Y	SBrkr	1530	0	0	1530	1	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2005	Fin	2	430	TA	TA	Y	168	36	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	260000
1363	50	RL	NA	12513	Pave	NA	IR1	Lvl	AllPub	FR2	Gtl	NAmes	Feedr	Norm	1Fam	1.5Fin	4	4	1920	2007	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	BrkTil	TA	Fa	No	Unf	0	Unf	0	715	715	GasA	Gd	Y	SBrkr	1281	457	0	1738	0	0	2	0	4	1	TA	7	Typ	1	Gd	Attchd	1920	Unf	1	368	TA	TA	Y	55	0	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	104900
1364	60	RL	73	8499	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	2006	2007	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	616	616	GasA	Ex	Y	SBrkr	616	796	0	1412	0	0	2	1	3	1	Gd	6	Typ	1	Gd	BuiltIn	2007	Fin	2	432	TA	TA	Y	0	36	0	0	0	0	NA	NA	NA	0	3	2007	New	Partial	156932
1365	160	FV	30	3180	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2005	2005	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	600	600	GasA	Ex	Y	SBrkr	520	600	80	1200	0	0	2	1	2	1	Gd	4	Typ	0	NA	Detchd	2005	RFn	2	480	TA	TA	Y	0	166	0	0	0	0	NA	NA	NA	0	4	2006	WD	Abnorml	144152
1366	60	FV	NA	7500	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	7	5	2000	2000	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	533	Unf	0	281	814	GasA	Ex	Y	SBrkr	814	860	0	1674	1	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	2000	RFn	2	663	TA	TA	Y	0	96	0	0	0	0	NA	NA	NA	0	1	2010	WD	Normal	216000
1367	60	RL	68	9179	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	1999	1999	Gable	CompShg	VinylSd	VinylSd	BrkFace	158	Gd	TA	PConc	Gd	TA	No	GLQ	633	Unf	0	240	873	GasA	Ex	Y	SBrkr	882	908	0	1790	1	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	1999	RFn	2	588	TA	TA	Y	0	88	0	0	0	0	NA	NA	NA	0	6	2008	WD	Abnorml	193000
1368	160	RM	41	2665	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	TwnhsE	2Story	5	6	1977	1977	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	PConc	TA	TA	No	ALQ	548	Rec	173	36	757	GasA	Ex	Y	SBrkr	925	550	0	1475	0	0	2	0	4	1	TA	6	Typ	1	TA	Attchd	1977	RFn	1	336	TA	TA	Y	104	26	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	127000
1369	120	RM	NA	4435	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	TwnhsE	1Story	6	5	2003	2004	Gable	CompShg	VinylSd	VinylSd	BrkFace	170	Gd	TA	PConc	Gd	TA	Av	GLQ	685	Unf	0	163	848	GasA	Ex	Y	SBrkr	848	0	0	848	1	0	1	0	1	1	Gd	4	Typ	0	NA	Attchd	2003	Fin	2	420	TA	TA	Y	140	0	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	144000
1370	20	RL	48	10635	Pave	NA	IR2	Lvl	AllPub	FR2	Gtl	CollgCr	Norm	Norm	1Fam	1Story	8	5	2003	2003	Hip	CompShg	VinylSd	VinylSd	BrkFace	171	Gd	TA	PConc	Gd	TA	Av	BLQ	370	GLQ	972	315	1657	GasA	Ex	Y	SBrkr	1668	0	0	1668	1	0	2	0	3	1	Gd	8	Typ	1	TA	Attchd	2003	Fin	2	502	TA	TA	Y	0	262	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal	232000
1371	50	RL	90	5400	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Artery	Norm	1Fam	1.5Fin	4	6	1920	1950	Gable	CompShg	CBlock	CBlock	None	0	Fa	TA	PConc	TA	TA	No	ALQ	315	Rec	105	420	840	GasA	Ex	Y	SBrkr	840	534	0	1374	0	0	1	0	2	1	TA	6	Typ	0	NA	Detchd	1967	Fin	1	338	TA	TA	Y	0	0	198	0	0	0	NA	NA	NA	0	10	2009	WD	Normal	105000
1372	80	RL	80	9600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	SLvl	6	6	1955	1996	Hip	CompShg	AsbShng	AsbShng	None	0	TA	TA	CBlock	TA	TA	Av	BLQ	831	Unf	0	161	992	GasA	Gd	Y	SBrkr	1661	0	0	1661	1	0	1	0	3	1	Gd	8	Typ	1	TA	BuiltIn	1955	RFn	1	377	TA	TA	Y	0	28	0	0	178	0	NA	MnPrv	NA	0	10	2008	WD	Normal	165500
1373	60	RL	75	9750	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	6	1998	1998	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	Av	GLQ	975	Unf	0	133	1108	GasA	Ex	Y	SBrkr	1108	989	0	2097	1	0	2	1	3	1	Gd	8	Typ	1	TA	Detchd	1998	RFn	2	583	TA	TA	Y	253	170	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	274300
1374	20	RL	NA	11400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	1Story	10	5	2001	2002	Hip	CompShg	VinylSd	VinylSd	BrkFace	705	Ex	TA	PConc	Ex	TA	Gd	GLQ	1282	Unf	0	1351	2633	GasA	Ex	Y	SBrkr	2633	0	0	2633	1	0	2	1	2	1	Ex	8	Typ	2	Gd	Attchd	2001	RFn	3	804	TA	TA	Y	314	140	0	0	0	0	NA	NA	NA	0	3	2007	WD	Normal	466500
1375	60	FV	85	10625	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	7	5	2005	2005	Gable	CompShg	CemntBd	CmentBd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1026	1026	GasA	Ex	Y	SBrkr	1026	932	0	1958	0	0	2	1	3	1	Gd	9	Typ	1	Gd	Attchd	2005	Fin	3	936	TA	TA	Y	154	210	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	250000
1376	20	RL	89	10991	Pave	NA	IR1	HLS	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	8	5	2007	2007	Gable	CompShg	VinylSd	VinylSd	BrkFace	80	Gd	TA	PConc	Gd	TA	Gd	Unf	0	Unf	0	1571	1571	GasA	Ex	Y	SBrkr	1571	0	0	1571	0	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2007	Fin	3	722	TA	TA	Y	100	36	0	0	0	0	NA	NA	NA	0	12	2007	New	Partial	239000
1377	30	RL	52	6292	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	SWISU	Norm	Norm	1Fam	1Story	6	5	1930	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	Gd	TA	Mn	Rec	384	Unf	0	384	768	GasA	TA	N	SBrkr	790	0	0	790	0	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1925	Unf	1	160	Fa	TA	Y	0	141	0	0	0	0	NA	NA	NA	0	4	2008	WD	Normal	91000
1378	50	RL	60	10998	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1.5Fin	5	5	1941	1960	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	LwQ	408	BLQ	420	156	984	GasA	Ex	Y	SBrkr	984	620	0	1604	0	0	2	0	3	1	TA	6	Min2	0	NA	Detchd	1977	Unf	2	660	TA	TA	Y	0	68	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal	117000
1379	160	RM	21	1953	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	Twnhs	2Story	6	5	1973	1973	Gable	CompShg	HdBoard	HdBoard	BrkFace	408	TA	TA	CBlock	TA	Fa	No	BLQ	309	Unf	0	174	483	GasA	TA	Y	SBrkr	483	504	0	987	0	0	1	1	2	1	TA	5	Typ	0	NA	Detchd	1973	Unf	1	264	TA	TA	Y	72	0	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal	83000
1380	80	RL	73	9735	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	SLvl	5	5	2006	2007	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	384	384	GasA	Gd	Y	NA	754	640	0	1394	0	0	2	1	3	1	Gd	7	Typ	0	NA	BuiltIn	2007	Fin	2	400	TA	TA	Y	100	0	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal	167500
1381	30	RL	45	8212	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	3	3	1914	1950	Gable	CompShg	Stucco	Stucco	None	0	TA	Fa	BrkTil	TA	Fa	No	Rec	203	Unf	0	661	864	GasA	TA	N	FuseF	864	0	0	864	1	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1938	Unf	1	200	TA	Fa	Y	0	0	96	0	0	0	NA	NA	NA	0	6	2010	WD	Normal	58500
1382	20	RL	NA	12925	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	7	1970	1970	Gable	CompShg	BrkFace	Plywood	None	0	TA	TA	CBlock	TA	TA	Mn	BLQ	865	Unf	0	340	1205	GasA	Ex	Y	SBrkr	2117	0	0	2117	0	0	2	1	4	1	TA	7	Typ	2	Gd	Attchd	1970	Fin	2	550	TA	TA	Y	0	42	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal	237500
1383	70	RM	60	7200	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	2Story	7	7	1920	1950	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	Fa	TA	No	Unf	0	Unf	0	596	596	GasA	Ex	Y	SBrkr	998	764	0	1762	1	0	1	1	4	1	Gd	8	Typ	0	NA	Detchd	1989	Unf	2	576	TA	TA	N	36	0	221	0	0	0	NA	NA	NA	0	10	2006	WD	Normal	157000
1384	30	RL	NA	25339	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	7	1918	2007	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Gd	BrkTil	TA	TA	No	Unf	0	Unf	0	816	816	GasA	Ex	Y	SBrkr	1416	0	0	1416	0	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2007	Unf	2	576	TA	TA	N	0	0	112	0	0	0	NA	NA	NA	0	8	2007	WD	Normal	112000
1385	50	RL	60	9060	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1.5Fin	6	5	1939	1950	Gable	CompShg	WdShing	Wd Shng	None	0	TA	TA	BrkTil	TA	TA	Mn	Rec	204	Unf	0	356	560	GasA	TA	Y	SBrkr	698	560	0	1258	0	0	1	0	2	1	TA	6	Typ	0	NA	Detchd	1939	Unf	1	280	TA	TA	P	0	0	0	0	0	0	NA	MnPrv	NA	0	10	2009	WD	Normal	105000
1386	50	RM	40	5436	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1.5Fin	4	8	1922	2007	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	BrkTil	TA	TA	No	BLQ	735	Unf	0	61	796	GasA	Gd	Y	SBrkr	796	358	0	1154	1	0	1	0	3	1	Gd	7	Typ	0	NA	Detchd	1922	Unf	1	240	TA	TA	N	0	96	0	0	0	0	NA	MnPrv	NA	0	5	2010	WD	Normal	125500
1387	60	RL	80	16692	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NWAmes	RRAn	Norm	1Fam	2Story	7	5	1978	1978	Gable	CompShg	Plywood	Plywood	BrkFace	184	TA	TA	CBlock	Gd	TA	No	BLQ	790	LwQ	469	133	1392	GasA	TA	Y	SBrkr	1392	1392	0	2784	1	0	3	1	5	1	Gd	12	Typ	2	TA	Attchd	1978	RFn	2	564	TA	TA	Y	0	112	0	0	440	519	Fa	MnPrv	TenC	2000	7	2006	WD	Normal	250000
1388	50	RM	60	8520	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Artery	Norm	1Fam	1.5Fin	6	7	1916	1950	Gable	CompShg	Stucco	Stucco	None	0	TA	Gd	BrkTil	TA	TA	No	Rec	168	LwQ	546	0	714	GasW	TA	N	SBrkr	1664	862	0	2526	0	0	2	0	5	1	Gd	10	Typ	1	Gd	Detchd	1916	Unf	1	216	TA	TA	Y	88	15	0	0	0	0	NA	GdWo	NA	0	8	2007	CWD	Family	136000
1389	20	RL	42	14892	Pave	NA	IR1	HLS	AllPub	CulDSac	Gtl	Gilbert	Norm	Norm	1Fam	1Story	9	5	2006	2007	Gable	CompShg	VinylSd	VinylSd	Stone	160	Ex	TA	PConc	Ex	TA	Gd	GLQ	1320	Unf	0	426	1746	GasA	Ex	Y	SBrkr	1746	0	0	1746	1	0	2	0	3	1	Ex	7	Typ	2	Gd	Attchd	2006	Fin	3	758	TA	TA	Y	201	39	0	0	0	0	NA	NA	NA	0	10	2009	WD	Normal	377500
1390	50	RM	60	6000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	6	6	1941	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Gd	BrkTil	TA	Gd	No	ALQ	375	Unf	0	360	735	GasA	Ex	Y	SBrkr	869	349	0	1218	0	1	1	0	3	1	TA	6	Typ	1	Gd	Detchd	2003	Unf	2	440	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	3	2007	WD	Normal	131000
1391	20	RL	70	9100	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2000	2000	Gable	CompShg	VinylSd	VinylSd	BrkFace	244	Gd	TA	PConc	Gd	TA	Av	GLQ	1400	Unf	0	125	1525	GasA	Ex	Y	SBrkr	1525	0	0	1525	1	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2000	RFn	2	541	TA	TA	Y	219	36	0	0	0	0	NA	NA	NA	0	9	2006	WD	Normal	235000
1392	90	RL	65	8944	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	Duplex	1Story	5	5	1967	1967	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1584	1584	GasA	TA	Y	SBrkr	1584	0	0	1584	0	0	2	0	4	2	TA	8	Mod	0	NA	Detchd	1967	Unf	3	792	TA	TA	Y	0	152	0	0	0	0	NA	NA	NA	0	4	2009	WD	Normal	124000
1393	85	RL	68	7838	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	SFoyer	5	5	1967	1967	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	Av	ALQ	769	Unf	0	95	864	GasA	TA	Y	SBrkr	900	0	0	900	1	0	1	0	3	1	TA	6	Typ	1	Po	Attchd	1967	RFn	1	288	TA	TA	Y	175	144	0	0	0	0	NA	MnWw	NA	0	12	2006	WD	Normal	123000
1394	190	RM	60	10800	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	2fmCon	1.5Fin	6	7	1905	2000	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	Fa	TA	No	Unf	0	Unf	0	482	482	GasA	Ex	N	SBrkr	1221	691	0	1912	0	0	2	0	3	2	TA	7	Typ	1	TA	Detchd	2003	Unf	2	672	Gd	TA	Y	0	25	212	0	0	0	NA	NA	NA	0	4	2008	WD	Normal	163000
1395	120	RL	53	4045	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2006	2006	Hip	CompShg	VinylSd	VinylSd	BrkFace	45	Gd	TA	PConc	Gd	TA	Av	GLQ	1070	Unf	0	286	1356	GasA	Ex	Y	SBrkr	1500	0	0	1500	1	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2006	Fin	3	648	TA	TA	Y	161	20	0	0	0	0	NA	NA	NA	0	10	2006	New	Partial	246578
1396	60	RL	88	12665	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	2Story	8	5	2005	2006	Hip	CompShg	VinylSd	VinylSd	BrkFace	245	Gd	TA	PConc	Gd	Gd	Gd	Unf	0	Unf	0	1094	1094	GasA	Ex	Y	SBrkr	1133	1349	0	2482	0	0	2	1	4	1	Gd	9	Typ	1	Gd	BuiltIn	2005	Fin	3	642	TA	TA	Y	144	39	0	0	0	0	NA	NA	NA	0	2	2007	WD	Normal	281213
1397	20	RL	NA	57200	Pave	NA	IR1	Bnk	AllPub	Inside	Sev	Timber	Norm	Norm	1Fam	1Story	5	5	1948	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	Av	BLQ	353	Rec	334	60	747	GasA	TA	Y	SBrkr	1687	0	0	1687	1	0	1	0	3	1	TA	7	Min1	2	TA	Detchd	1966	Unf	2	572	TA	TA	N	0	0	50	0	0	0	NA	NA	NA	0	6	2010	WD	Normal	160000
1398	70	RM	51	6120	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	2Story	5	8	1920	2004	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	Mn	Unf	0	Unf	0	939	939	GasA	Ex	Y	SBrkr	939	574	0	1513	0	0	1	1	4	1	TA	8	Typ	0	NA	Detchd	1933	Unf	1	180	Fa	Fa	N	24	0	150	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	137500
1399	50	RL	60	7200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1.5Fin	5	4	1950	1982	Gable	CompShg	VinylSd	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Rec	180	BLQ	352	676	1208	GasA	Gd	Y	FuseA	1136	768	0	1904	1	0	1	1	3	1	TA	7	Min1	0	NA	Attchd	1950	Unf	1	240	TA	TA	Y	0	0	168	0	0	0	NA	GdPrv	NA	0	5	2009	WD	Normal	138000
1400	50	RL	51	6171	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SWISU	Norm	Norm	1Fam	1.5Fin	6	6	1925	1990	Gable	CompShg	WdShing	Wd Shng	None	0	TA	TA	BrkTil	TA	TA	No	BLQ	264	Unf	0	712	976	GasA	Ex	Y	SBrkr	1160	448	0	1608	0	0	2	1	3	1	Gd	7	Typ	1	Gd	Detchd	1925	Unf	1	216	Fa	TA	Y	147	16	0	0	0	0	NA	MnPrv	NA	0	10	2009	WD	Normal	137450
1401	50	RM	50	6000	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	6	7	1929	1950	Gable	CompShg	WdShing	Wd Shng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	862	862	GasA	TA	Y	SBrkr	950	208	0	1158	0	0	1	0	3	1	TA	5	Typ	1	Gd	BuiltIn	1929	RFn	1	208	TA	TA	Y	0	0	112	0	0	0	NA	NA	NA	0	7	2008	WD	Normal	120000
1402	60	RL	62	7415	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	TA	TA	No	GLQ	759	Unf	0	80	839	GasA	Ex	Y	SBrkr	864	729	0	1593	1	0	2	1	3	1	TA	8	Typ	1	TA	Attchd	2004	Fin	2	398	TA	TA	Y	100	75	0	0	0	0	NA	NA	NA	0	4	2008	WD	Normal	193000
1403	20	RL	64	6762	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	Gd	Av	Unf	0	Unf	0	1286	1286	GasA	Ex	Y	SBrkr	1294	0	0	1294	0	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2006	RFn	2	662	TA	TA	Y	168	55	0	0	0	0	NA	NA	NA	0	7	2006	New	Partial	193879
1404	20	RL	49	15256	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Somerst	RRAn	Norm	1Fam	1Story	8	5	2007	2007	Gable	CompShg	VinylSd	VinylSd	Stone	84	Gd	TA	PConc	Gd	TA	Gd	GLQ	929	Unf	0	556	1485	GasA	Ex	Y	SBrkr	1464	0	0	1464	1	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2007	Unf	3	754	TA	TA	Y	168	160	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal	282922
1405	50	RL	60	10410	Pave	Grvl	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Artery	Norm	1Fam	1.5Fin	3	4	1915	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	672	672	GasA	TA	Y	SBrkr	694	520	0	1214	0	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1998	Unf	3	936	TA	TA	Y	216	0	160	0	0	0	NA	MnPrv	NA	0	1	2006	WD	Family	105000
1406	120	RM	44	3842	Pave	NA	IR1	HLS	AllPub	Inside	Mod	Crawfor	Norm	Norm	TwnhsE	1Story	8	5	2004	2005	Hip	CompShg	CemntBd	CmentBd	Stone	174	Gd	TA	PConc	Ex	TA	Gd	GLQ	1373	Unf	0	221	1594	GasA	Ex	Y	SBrkr	1646	0	0	1646	1	1	2	0	2	1	Gd	5	Typ	1	Gd	Attchd	2004	Fin	2	482	TA	TA	Y	128	53	0	0	155	0	NA	NA	NA	0	1	2008	WD	Normal	275000
1407	85	RL	70	8445	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	SFoyer	5	7	1972	2007	Gable	CompShg	HdBoard	Wd Shng	None	0	TA	TA	CBlock	Gd	TA	Av	GLQ	656	Unf	0	112	768	GasA	TA	Y	SBrkr	768	0	0	768	1	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1988	Unf	2	396	TA	TA	Y	58	0	0	0	0	0	NA	MnPrv	NA	0	3	2009	WD	Normal	133000
1408	20	RL	NA	8780	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Mitchel	Norm	Norm	1Fam	1Story	5	5	1985	1985	Gable	CompShg	HdBoard	Plywood	None	0	TA	TA	CBlock	TA	TA	No	ALQ	625	Unf	0	208	833	GasA	Ex	Y	SBrkr	833	0	0	833	1	0	1	0	3	1	TA	5	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	3	2009	WD	Normal	112000
1409	70	RM	60	7740	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2Story	4	7	1910	1950	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	Fa	TA	No	Unf	0	Unf	0	622	622	GasA	Gd	Y	SBrkr	741	622	0	1363	0	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1966	Unf	2	528	TA	TA	Y	0	0	0	0	168	0	NA	NA	NA	0	6	2010	WD	Normal	125500
1410	60	RL	46	20544	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NWAmes	Norm	Norm	1Fam	2Story	7	6	1986	1991	Gable	CompShg	Plywood	Plywood	BrkFace	123	TA	Gd	CBlock	Gd	TA	No	Unf	0	Unf	0	791	791	GasA	Gd	Y	SBrkr	1236	857	0	2093	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1986	Fin	2	542	TA	TA	Y	364	63	0	0	0	0	NA	MnPrv	NA	0	11	2008	WD	Normal	215000
1411	60	RL	79	12420	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2001	2001	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	666	Unf	0	278	944	GasA	Ex	Y	SBrkr	944	896	0	1840	1	0	2	1	3	1	Gd	6	Typ	0	NA	Attchd	2001	RFn	2	622	TA	TA	Y	0	45	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	230000
1412	50	RL	80	9600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1.5Fin	6	8	1950	2005	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	CBlock	TA	TA	No	BLQ	120	Unf	0	736	856	GasA	Ex	Y	SBrkr	1112	556	0	1668	0	0	1	1	3	1	TA	6	Min2	0	NA	Attchd	1950	Unf	1	271	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	9	2009	WD	Normal	140000
1413	90	RL	60	7200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	Duplex	1Story	4	5	1949	1950	Gable	CompShg	BrkFace	Stone	None	0	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	Wall	Fa	N	FuseF	1040	0	0	1040	0	0	2	0	2	2	TA	6	Typ	0	NA	Detchd	1956	Unf	2	420	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal	90000
1414	20	RL	88	10994	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	SawyerW	Norm	Norm	1Fam	1Story	8	5	2005	2006	Gable	CompShg	VinylSd	VinylSd	Stone	366	Gd	TA	PConc	Gd	Gd	No	GLQ	976	Unf	0	868	1844	GasA	Ex	Y	SBrkr	1844	0	0	1844	1	0	2	0	2	1	Gd	7	Typ	1	Gd	Attchd	2005	Fin	2	620	TA	TA	Y	165	44	0	0	0	0	NA	NA	NA	0	9	2009	COD	Abnorml	257000
1415	50	RL	64	13053	Pave	Pave	Reg	Bnk	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	6	7	1923	2000	Gambrel	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	833	833	GasA	Gd	Y	SBrkr	1053	795	0	1848	0	0	1	1	4	1	Gd	8	Typ	1	Gd	Detchd	1922	Unf	2	370	TA	TA	N	0	0	0	0	220	0	NA	NA	NA	0	6	2008	WD	Normal	207000
1416	120	RL	51	3635	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2007	2007	Hip	CompShg	VinylSd	VinylSd	BrkFace	130	Gd	TA	PConc	Gd	TA	No	ALQ	988	Unf	0	398	1386	GasA	Ex	Y	SBrkr	1569	0	0	1569	0	1	2	0	1	1	Gd	7	Typ	1	TA	Attchd	2007	RFn	3	660	TA	TA	Y	143	20	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal	175900
1417	190	RM	60	11340	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	2fmCon	2Story	4	6	1885	1950	Gable	CompShg	VinylSd	AsbShng	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	777	777	GasA	Gd	Y	SBrkr	1246	1044	0	2290	0	0	2	0	4	2	TA	11	Typ	0	NA	Detchd	1971	Unf	2	560	TA	TA	N	0	0	114	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	122500
1418	60	RL	NA	16545	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1998	1998	Gable	CompShg	VinylSd	VinylSd	BrkFace	731	Gd	TA	PConc	Gd	TA	Mn	GLQ	781	Unf	0	503	1284	GasA	Ex	Y	SBrkr	1310	1140	0	2450	1	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	1998	Fin	3	1069	TA	TA	Y	0	126	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal	340000
1419	20	RL	71	9204	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1963	1963	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	BLQ	25	Rec	872	247	1144	GasA	TA	Y	SBrkr	1144	0	0	1144	1	0	1	1	3	1	TA	6	Typ	0	NA	Detchd	1962	Unf	1	336	TA	TA	Y	0	88	0	0	0	0	NA	NA	NA	0	8	2008	COD	Normal	124000
1420	20	RL	NA	16381	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	1Story	6	5	1969	1969	Gable	CompShg	Plywood	Plywood	BrkFace	312	Gd	Gd	CBlock	TA	TA	Av	Rec	1110	Unf	0	734	1844	GasA	Gd	Y	SBrkr	1844	0	0	1844	1	0	2	0	3	1	Gd	7	Typ	1	TA	Attchd	1969	RFn	2	540	TA	TA	Y	0	73	216	0	0	0	NA	NA	NA	0	12	2006	WD	Normal	223000
1421	60	RL	90	11700	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NWAmes	Norm	Norm	1Fam	2Story	6	6	1968	1968	Gable	CompShg	HdBoard	HdBoard	BrkFace	420	TA	TA	CBlock	TA	TA	No	ALQ	404	Unf	0	304	708	GasA	Gd	Y	SBrkr	708	708	0	1416	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1968	RFn	2	776	TA	TA	Y	0	169	0	0	119	0	NA	NA	NA	0	5	2006	WD	Normal	179900
1422	120	RL	53	4043	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NPkVill	Norm	Norm	TwnhsE	1Story	6	5	1977	1977	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	Gd	TA	No	ALQ	360	Unf	0	709	1069	GasA	TA	Y	SBrkr	1069	0	0	1069	0	0	2	0	2	1	TA	4	Typ	1	Fa	Attchd	1977	RFn	2	440	TA	TA	Y	0	55	0	0	165	0	NA	NA	NA	0	7	2010	WD	Normal	127500
1423	120	RM	37	4435	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	TwnhsE	1Story	6	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	BrkFace	170	Gd	TA	PConc	Gd	TA	Av	GLQ	686	Unf	0	162	848	GasA	Ex	Y	SBrkr	848	0	0	848	1	0	1	0	1	1	Gd	3	Typ	0	NA	Attchd	2003	Fin	2	420	TA	TA	Y	140	0	0	0	0	0	NA	NA	NA	0	3	2008	WD	Normal	136500
1424	80	RL	NA	19690	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Edwards	Norm	Norm	1Fam	SLvl	6	7	1966	1966	Flat	Tar&Grv	Plywood	Plywood	None	0	Gd	Gd	CBlock	Gd	TA	Av	Unf	0	Unf	0	697	697	GasA	TA	Y	SBrkr	1575	626	0	2201	0	0	2	0	4	1	Gd	8	Typ	1	Gd	Attchd	1966	Unf	2	432	Gd	Gd	Y	586	236	0	0	0	738	Gd	GdPrv	NA	0	8	2006	WD	Alloca	274970
1425	20	RL	NA	9503	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1958	1983	Hip	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	ALQ	457	Rec	374	193	1024	GasA	TA	Y	SBrkr	1344	0	0	1344	1	0	1	0	2	1	TA	6	Min1	1	TA	Detchd	1970	Unf	1	484	TA	TA	Y	316	28	0	0	0	0	NA	GdWo	NA	0	6	2007	WD	Normal	144000
1426	20	RL	80	10721	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	6	1959	1959	Hip	CompShg	HdBoard	HdBoard	Stone	243	Gd	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1252	1252	GasA	Ex	Y	SBrkr	1252	0	0	1252	0	0	1	0	3	1	Gd	7	Typ	0	NA	Detchd	1960	Unf	2	528	TA	TA	Y	0	39	0	0	0	0	NA	NA	NA	0	10	2008	WD	Normal	142000
1427	60	RL	81	10944	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	7	5	1994	1994	Gable	CompShg	VinylSd	VinylSd	BrkFace	448	Gd	TA	PConc	Gd	TA	No	GLQ	1000	Unf	0	223	1223	GasA	Ex	Y	SBrkr	1223	904	0	2127	1	0	2	1	3	1	Gd	5	Typ	2	TA	Attchd	1994	RFn	2	525	TA	TA	Y	171	132	0	0	0	0	NA	NA	NA	0	8	2008	WD	Normal	271000
1428	50	RL	60	10930	Pave	Grvl	Reg	Bnk	AllPub	Inside	Gtl	NAmes	Artery	Norm	1Fam	1.5Fin	5	6	1945	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	BLQ	580	Unf	0	333	913	GasA	TA	Y	FuseA	1048	510	0	1558	1	0	1	1	3	1	TA	6	Typ	1	TA	Attchd	1962	Unf	1	288	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2008	WD	Normal	140000
1429	30	RM	60	7200	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	1Story	5	7	1940	1992	Gable	CompShg	MetalSd	MetalSd	Stone	294	TA	Gd	CBlock	TA	TA	No	BLQ	510	Unf	0	278	788	GasA	TA	Y	SBrkr	804	0	0	804	1	0	1	0	2	1	Gd	4	Typ	2	Gd	Attchd	1940	Unf	1	240	TA	TA	Y	0	0	154	0	0	0	NA	MnPrv	NA	0	2	2010	WD	Abnorml	119000
1430	20	RL	NA	12546	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NWAmes	Norm	Norm	1Fam	1Story	6	7	1981	1981	Gable	CompShg	MetalSd	MetalSd	BrkFace	310	Gd	Gd	CBlock	Gd	TA	No	BLQ	678	Unf	0	762	1440	GasA	Ex	Y	SBrkr	1440	0	0	1440	0	0	2	0	3	1	Gd	7	Typ	1	TA	Attchd	1981	Fin	2	467	TA	TA	Y	0	0	99	0	0	0	NA	NA	NA	0	4	2007	WD	Normal	182900
1431	60	RL	60	21930	Pave	NA	IR3	Lvl	AllPub	Inside	Gtl	Gilbert	RRAn	Norm	1Fam	2Story	5	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	Gd	Av	Unf	0	Unf	0	732	732	GasA	Ex	Y	SBrkr	734	1104	0	1838	0	0	2	1	4	1	TA	7	Typ	1	Gd	BuiltIn	2005	Fin	2	372	TA	TA	Y	100	40	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal	192140
1432	120	RL	NA	4928	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NPkVill	Norm	Norm	TwnhsE	1Story	6	6	1976	1976	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	Gd	TA	No	LwQ	958	Unf	0	0	958	GasA	TA	Y	SBrkr	958	0	0	958	0	0	2	0	2	1	TA	5	Typ	0	NA	Attchd	1976	RFn	2	440	TA	TA	Y	0	60	0	0	0	0	NA	NA	NA	0	10	2009	WD	Normal	143750
1433	30	RL	60	10800	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	4	6	1927	2007	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	656	656	GasA	TA	Y	SBrkr	968	0	0	968	0	0	2	0	4	1	TA	5	Typ	0	NA	Detchd	1928	Unf	1	216	Fa	Fa	Y	0	0	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal	64500
1434	60	RL	93	10261	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	2000	2000	Gable	CompShg	VinylSd	VinylSd	BrkFace	318	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	936	936	GasA	Ex	Y	SBrkr	962	830	0	1792	1	0	2	1	3	1	TA	8	Typ	1	TA	Attchd	2000	Fin	2	451	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal	186500
1435	20	RL	80	17400	Pave	NA	Reg	Low	AllPub	Inside	Mod	Mitchel	Norm	Norm	1Fam	1Story	5	5	1977	1977	Gable	CompShg	BrkFace	BrkFace	None	0	TA	TA	CBlock	TA	TA	No	ALQ	936	Unf	0	190	1126	GasA	Fa	Y	SBrkr	1126	0	0	1126	1	0	2	0	3	1	TA	5	Typ	1	Gd	Attchd	1977	RFn	2	484	TA	TA	P	295	41	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal	160000
1436	20	RL	80	8400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	9	1962	2005	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	237	Gd	Gd	CBlock	TA	TA	No	Unf	0	Unf	0	1319	1319	GasA	TA	Y	SBrkr	1537	0	0	1537	1	0	1	1	3	1	Gd	7	Typ	1	Gd	Attchd	1962	RFn	2	462	TA	TA	Y	0	36	0	0	0	0	NA	GdPrv	NA	0	7	2008	COD	Abnorml	174000
1437	20	RL	60	9000	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	6	1971	1971	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	PConc	TA	TA	No	ALQ	616	Unf	0	248	864	GasA	TA	Y	SBrkr	864	0	0	864	0	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1974	Unf	2	528	TA	TA	Y	0	0	0	0	0	0	NA	GdWo	NA	0	5	2007	WD	Normal	120500
1438	20	RL	96	12444	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	NridgHt	Norm	Norm	1Fam	1Story	8	5	2008	2008	Hip	CompShg	VinylSd	VinylSd	Stone	426	Ex	TA	PConc	Ex	TA	Av	GLQ	1336	Unf	0	596	1932	GasA	Ex	Y	SBrkr	1932	0	0	1932	1	0	2	0	2	1	Ex	7	Typ	1	Gd	Attchd	2008	Fin	3	774	TA	TA	Y	0	66	0	304	0	0	NA	NA	NA	0	11	2008	New	Partial	394617
1439	20	RM	90	7407	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Artery	Norm	1Fam	1Story	6	7	1957	1996	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	GLQ	600	Unf	0	312	912	GasA	TA	Y	FuseA	1236	0	0	1236	1	0	1	0	2	1	TA	6	Typ	0	NA	Attchd	1957	Unf	2	923	TA	TA	Y	0	158	158	0	0	0	NA	MnPrv	NA	0	4	2010	WD	Normal	149700
1440	60	RL	80	11584	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	SLvl	7	6	1979	1979	Hip	CompShg	HdBoard	HdBoard	BrkFace	96	TA	TA	CBlock	TA	TA	No	GLQ	315	Rec	110	114	539	GasA	TA	Y	SBrkr	1040	685	0	1725	0	0	2	1	3	1	TA	6	Typ	1	TA	Attchd	1979	RFn	2	550	TA	TA	Y	0	88	216	0	0	0	NA	NA	NA	0	11	2007	WD	Normal	197000
1441	70	RL	79	11526	Pave	NA	IR1	Bnk	AllPub	Inside	Mod	Crawfor	Norm	Norm	1Fam	2.5Fin	6	7	1922	1994	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	Ex	TA	No	Unf	0	Unf	0	588	588	GasA	Fa	Y	SBrkr	1423	748	384	2555	0	0	2	0	3	1	TA	11	Min1	1	Gd	Detchd	1993	Fin	2	672	TA	TA	Y	431	0	0	0	0	0	NA	NA	NA	0	9	2008	WD	Normal	191000
1442	120	RM	NA	4426	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	TwnhsE	1Story	6	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	BrkFace	147	Gd	TA	PConc	Gd	TA	Av	GLQ	697	Unf	0	151	848	GasA	Ex	Y	SBrkr	848	0	0	848	1	0	1	0	1	1	Gd	3	Typ	1	TA	Attchd	2004	RFn	2	420	TA	TA	Y	149	0	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal	149300
1443	60	FV	85	11003	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	10	5	2008	2008	Gable	CompShg	VinylSd	VinylSd	Stone	160	Ex	TA	PConc	Ex	TA	Av	GLQ	765	Unf	0	252	1017	GasA	Ex	Y	SBrkr	1026	981	0	2007	1	0	2	1	3	1	Ex	10	Typ	1	Ex	Attchd	2008	Fin	3	812	TA	TA	Y	168	52	0	0	0	0	NA	NA	NA	0	4	2009	WD	Normal	310000
1444	30	RL	NA	8854	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Unf	6	6	1916	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	952	952	Grav	Fa	N	FuseF	952	0	0	952	0	0	1	0	2	1	Fa	4	Typ	1	Gd	Detchd	1916	Unf	1	192	Fa	Po	P	0	98	0	0	40	0	NA	NA	NA	0	5	2009	WD	Normal	121000
1445	20	RL	63	8500	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	BrkFace	106	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	1422	1422	GasA	Ex	Y	SBrkr	1422	0	0	1422	0	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2004	RFn	2	626	TA	TA	Y	192	60	0	0	0	0	NA	NA	NA	0	11	2007	WD	Normal	179600
1446	85	RL	70	8400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	SFoyer	6	5	1966	1966	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	Gd	LwQ	187	Rec	627	0	814	GasA	Gd	Y	SBrkr	913	0	0	913	1	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1990	Unf	1	240	TA	TA	Y	0	0	252	0	0	0	NA	NA	NA	0	5	2007	WD	Normal	129000
1447	20	RL	NA	26142	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Mitchel	Norm	Norm	1Fam	1Story	5	7	1962	1962	Gable	CompShg	HdBoard	HdBoard	BrkFace	189	TA	TA	CBlock	TA	TA	No	Rec	593	Unf	0	595	1188	GasA	TA	Y	SBrkr	1188	0	0	1188	0	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1962	Unf	1	312	TA	TA	P	261	39	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	157900
1448	60	RL	80	10000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	8	5	1995	1996	Gable	CompShg	VinylSd	VinylSd	BrkFace	438	Gd	TA	PConc	Gd	TA	No	GLQ	1079	Unf	0	141	1220	GasA	Ex	Y	SBrkr	1220	870	0	2090	1	0	2	1	3	1	Gd	8	Typ	1	TA	Attchd	1995	RFn	2	556	TA	TA	Y	0	65	0	0	0	0	NA	NA	NA	0	12	2007	WD	Normal	240000
1449	50	RL	70	11767	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	2Story	4	7	1910	2000	Gable	CompShg	MetalSd	HdBoard	None	0	TA	TA	CBlock	Fa	TA	No	Unf	0	Unf	0	560	560	GasA	Gd	N	SBrkr	796	550	0	1346	0	0	1	1	2	1	TA	6	Min2	0	NA	Detchd	1950	Unf	1	384	Fa	TA	Y	168	24	0	0	0	0	NA	GdWo	NA	0	5	2007	WD	Normal	112000
1450	180	RM	21	1533	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	Twnhs	SFoyer	5	7	1970	1970	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	CBlock	Gd	TA	Av	GLQ	553	Unf	0	77	630	GasA	Ex	Y	SBrkr	630	0	0	630	1	0	1	0	1	1	Ex	3	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	NA	NA	0	8	2006	WD	Abnorml	92000
1451	90	RL	60	9000	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	NAmes	Norm	Norm	Duplex	2Story	5	5	1974	1974	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	Gd	TA	No	Unf	0	Unf	0	896	896	GasA	TA	Y	SBrkr	896	896	0	1792	0	0	2	2	4	2	TA	8	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	32	45	0	0	0	0	NA	NA	NA	0	9	2009	WD	Normal	136000
1452	20	RL	78	9262	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	8	5	2008	2009	Gable	CompShg	CemntBd	CmentBd	Stone	194	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1573	1573	GasA	Ex	Y	SBrkr	1578	0	0	1578	0	0	2	0	3	1	Ex	7	Typ	1	Gd	Attchd	2008	Fin	3	840	TA	TA	Y	0	36	0	0	0	0	NA	NA	NA	0	5	2009	New	Partial	287090
1453	180	RM	35	3675	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	TwnhsE	SLvl	5	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	BrkFace	80	TA	TA	PConc	Gd	TA	Gd	GLQ	547	Unf	0	0	547	GasA	Gd	Y	SBrkr	1072	0	0	1072	1	0	1	0	2	1	TA	5	Typ	0	NA	Basment	2005	Fin	2	525	TA	TA	Y	0	28	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal	145000
1454	20	RL	90	17217	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	1Story	5	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1140	1140	GasA	Ex	Y	SBrkr	1140	0	0	1140	0	0	1	0	3	1	TA	6	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	36	56	0	0	0	0	NA	NA	NA	0	7	2006	WD	Abnorml	84500
1455	20	FV	62	7500	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	7	5	2004	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	410	Unf	0	811	1221	GasA	Ex	Y	SBrkr	1221	0	0	1221	1	0	2	0	2	1	Gd	6	Typ	0	NA	Attchd	2004	RFn	2	400	TA	TA	Y	0	113	0	0	0	0	NA	NA	NA	0	10	2009	WD	Normal	185000
1456	60	RL	62	7917	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	1999	2000	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	953	953	GasA	Ex	Y	SBrkr	953	694	0	1647	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1999	RFn	2	460	TA	TA	Y	0	40	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal	175000
1457	20	RL	85	13175	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	6	6	1978	1988	Gable	CompShg	Plywood	Plywood	Stone	119	TA	TA	CBlock	Gd	TA	No	ALQ	790	Rec	163	589	1542	GasA	TA	Y	SBrkr	2073	0	0	2073	1	0	2	0	3	1	TA	7	Min1	2	TA	Attchd	1978	Unf	2	500	TA	TA	Y	349	0	0	0	0	0	NA	MnPrv	NA	0	2	2010	WD	Normal	210000
1458	70	RL	66	9042	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	2Story	7	9	1941	2006	Gable	CompShg	CemntBd	CmentBd	None	0	Ex	Gd	Stone	TA	Gd	No	GLQ	275	Unf	0	877	1152	GasA	Ex	Y	SBrkr	1188	1152	0	2340	0	0	2	0	4	1	Gd	9	Typ	2	Gd	Attchd	1941	RFn	1	252	TA	TA	Y	0	60	0	0	0	0	NA	GdPrv	Shed	2500	5	2010	WD	Normal	266500
1459	20	RL	68	9717	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1950	1996	Hip	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	Mn	GLQ	49	Rec	1029	0	1078	GasA	Gd	Y	FuseA	1078	0	0	1078	1	0	1	0	2	1	Gd	5	Typ	0	NA	Attchd	1950	Unf	1	240	TA	TA	Y	366	0	112	0	0	0	NA	NA	NA	0	4	2010	WD	Normal	142125
1460	20	RL	75	9937	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	5	6	1965	1965	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	CBlock	TA	TA	No	BLQ	830	LwQ	290	136	1256	GasA	Gd	Y	SBrkr	1256	0	0	1256	1	0	1	1	3	1	TA	6	Typ	0	NA	Attchd	1965	Fin	1	276	TA	TA	Y	736	68	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal	147500

k <- train[5,3] #Dùng để lấy giá trị của phần tử thứ 5, cột thứ 3
print(k)

## [1] "RL"

m <- train[,2] #Trích xuất toàn bộ cột thứ hai
print(m)

##    [1]  60  20  60  70  60  50  20  60  50 190  20  60  20  20  20  45  20  90
##   [19]  20  20  60  45  20 120  20  20  20  20  20  30  70  20  20  20 120  60
##   [37]  20  20  20  90  20  20  85  20  20 120  50  20 190  20  60  50  90  20
##   [55]  80  20 160  60  60  20  20  75 120  70  60  60  20  20  30  50  20  20
##   [73]  60  20  50 180  20  50  90  50  60 120  20  20  80  60  60 160  50  20
##   [91]  20  20  30 190  60  60  20  20  30  20  20  60  90  20  50  60  30  20
##  [109]  50  20  50  80  60  20  70 160  20  20  60  60  80  50  20 120  20 190
##  [127] 120  45  60  20  60  60  20  20  20  20  20  90  60  60  20  20  50  20
##  [145]  90 160  30  60  20  50  20  20  60  20  30  50  20  60  60  60  20  60
##  [163]  20  45  40 190  20  60  60  20  50  20 160  20  20  20  60  50  20  30
##  [181] 160  70  20  50  50  75  80  50  90 120  70  60  20 160  20 160  20  75
##  [199]  75  20  20  20  50 120  50  20  20  20  60  20  30  20  60  20  60  20
##  [217]  20  70  50 120  20  60  60  20  20 160  60 160  20 120  20  60 160  20
##  [235]  60 160  20  60  20  50  20  30  50 160  60  20 190  20  60  50  30 120
##  [253]  60  80  20  60  60  20  60  20  80  60  80  50  30  20  60  75  30  20
##  [271]  60  20  60  20  20  50  20  20  20  60  60  20 120  20 120 160  50  20
##  [289]  20  70  60 190  50  60  20  80  50  60  60  20 190  60  20  20  75  20
##  [307]  60  50  30  20  60  20 190  20  70  60  60  60  60  80  60  60  60  20
##  [325]  80  45 120  20  75  70  90  20  20 120  60 190  20  20  20  20  60  20
##  [343]  90 120 160  50  20  20 160  60 120 120  50  30  50  20  20 120  80  60
##  [361]  85  50  85 160  60  70  20  80  20  20  60  50 120  20  60  30  85  60
##  [379]  20  60  50  20  60  45  60 120  50  80  20  60  50  60  20  30  50  20
##  [397]  20  60  30  60 120  20  30  60  60  20  50  70  60  60  20 190  20  30
##  [415]  60  20  60  70  50  20  90  20  20  60  20  60  80  20  20  20 160  50
##  [433] 160  60 180  60  50  45  30  50  20  90  50 120  60  20  20  60  50  50
##  [451]  30  20  60  60  90  20  70  20  70  50  60  70  20  70  20 120  20  70
##  [469]  20  60 120  60 180  20 120  20  20  60  20  30  20  20  70 120  20  20
##  [487]  20  20 190 180 160  50  60  20  30  30  20  50  20  20 160  60  20  20
##  [505] 160  90  60  20  70  20  20 120  20  20  45  20  80  60  60  70 190  20
##  [523]  50  60  60  20  20  60  30  20  80  70  20  20  60 190  60  20  20  20
##  [541]  20  60  20 120  60  50  50  85  20  60 120  20  20  20  60  45  20  50
##  [559]  60 120  20  20  30  50  60  70  60  20  50  90  90  20  60  80  80  50
##  [577]  50  80 160  50  20  20  90  75  50  20  30  85  20  40  60  60  20 120
##  [595]  20  20  70 120  20 160  60  50  60 160  20  60  20  20  70  20  60  80
##  [613]  60  20 180  85  60  45  20  60  30  60  20 160  60  20  20  80  60  80
##  [631]  70 120  20  20  90 190  30 190  30 120 120  60  80  60  20  20  20  20
##  [649]  60 180  60  70  60  50  20 160  20  70  50  20  60  60  20  85  20  60
##  [667]  60  20  20  30  60  70  20  20  20 160  70  30  20  20 120  50 120  20
##  [685]  60 160  60 160  20 120 120  60  60  30  50  20  30  20  20 120  20  20
##  [703]  60 190  20 190  20 120  60  20  30  50 120 190  60  20  70  20  60  20
##  [721] 120 120  20  50  20  20  20  20  90  30 120  80  60  20  20  75  90  60
##  [739]  90  60  70  20  20  80 120  60  60  70  20  50  50  60  20  60  20 160
##  [757]  60  60 160  60  20  30  60  60 120  20  60  50  20  60  85  20  80  20
##  [775]  20 120  20  20  90  90  20  60  20  85  75  20  50  60  20  60 120  80
##  [793]  60  20  60  60  20  20  60  50  60  30  60  60  20  20  80  70  80  75
##  [811]  20 120  20  20  50  20  20  20  80 120  60  20  60  50  20  20  45  20
##  [829]  60 160  20 160  60  20  20  20  30 160  20  50  70  70  80  90  50  85
##  [847]  60  20  50  80 120 120  75  80  20  20  80  60  20  60  50 190  20  20
##  [865]  20  20  20  20  60  60  20  60  20  40  50  60  20  60  85  20  20  50
##  [883]  60  75  20 120  90  50  20  20  50  60  20  20  90  60  30  90  20  20
##  [901]  20  20  60  20  20  20  20  50  20  60  90  20  30  90 160 160  20  20
##  [919]  60  20  60  90  20 120  20  20  60  60  20  60  20  20  20  20  20  30
##  [937]  20  60  60  70  90  60  90  90  20  50  80  20  60  20  20  20  85  60
##  [955]  90  90 160  20  20 160  20  60 160  20  60  60  50  20  50 190  50 160
##  [973] 120  20  70 160  30 120  20  20  85  60  20  60  90 190  50  20  60  60
##  [991]  60  70  60  60  20  50  20  20  30  20  20  30  20  90 120  80  20 160
## [1009]  20  50  50  90  70  30  20  60  20 120  80 120  20  20  50 120  20  20
## [1027]  20  20  50 160 190  75  60  20  30  20  20  60 160 180  20  60 120  60
## [1045]  20  20  60  20  20  20  20  20  60  20  60  20 120  60  60  50 120  30
## [1063] 190  30  20  60  60  60 160  45  20  60  50  60  20  70  50  20 120  20
## [1081]  20  20  20  20  60  85 160  60 160 120  90 160  50  20  20  20  70 120
## [1099]  50  20  30  20  20  20 160  60  20  60  60  20  60  60  20  20  20  20
## [1117]  80  20  80  20  30  20  20  20  80  20 120  20  60  90  50  20  70  60
## [1135]  60  30  50  50  20  30  20  60  60  20 190  50  20  70  50  70  20  20
## [1153]  20  30  60  20  80 120  20  60 160  20  20  90  80  20  20  60  70  60
## [1171]  80  20 160  50  70  50  20  50  50  20  60 120  60  30  20  50 190  20
## [1189]  60  60 190 160  50 120  60  60  60  75  20  20  20  60  50  20  20  20
## [1207]  20  20  20  20  60  50  30  80  85  20  90  20  50 160  20  20  50  20
## [1225]  60  80  60  20 120  80  90  90  90  20  70  70 160  60  20  20  60  20
## [1243]  85  20  70  80  60  80  75  20  20 120  20  60  60  50  20  30  80  20
## [1261]  60  20  50  70 120 160 190  20  50  50  40  20  20  80  50  90  60  80
## [1279]  60  50  20  20  20  90  50  50  20  20 120  60  80 160  70  60  20  20
## [1297]  20 180  60  20  60  70  60  20 160  20 120  20  20  20  20  20  60  60
## [1315]  20  60  20 120  20  20  20  20  60  30  20  30  30  20  50  60  20  80
## [1333]  20  50 160  20  90  30  60  20  20  20  60  50  60  30  20  20  20  70
## [1351]  90  60  50  50  60  80  20  20 160  20  70  20  50  60 160  60  60 160
## [1369] 120  20  50  80  60  20  60  20  30  50 160  80  30  20  70  30  50  50
## [1387]  60  50  20  50  20  90  85 190 120  60  20  70  50  50  50  60  20  20
## [1405]  50 120  85  20  70  60  60  50  90  20  50 120 190  60  20  20  60 120
## [1423] 120  80  20  20  60  50  30  20  60 120  30  60  20  20  20  20  20  60
## [1441]  70 120  60  30  20  85  20  60  50 180  90  20 180  20  20  60  20  70
## [1459]  20  20

n <- train[4,] #Trích xuất hàng thứ tư
print(n)

##   Id MSSubClass MSZoning LotFrontage LotArea Street Alley LotShape LandContour
## 4  4         70       RL          60    9550   Pave  <NA>      IR1         Lvl
##   Utilities LotConfig LandSlope Neighborhood Condition1 Condition2 BldgType
## 4    AllPub    Corner       Gtl      Crawfor       Norm       Norm     1Fam
##   HouseStyle OverallQual OverallCond YearBuilt YearRemodAdd RoofStyle RoofMatl
## 4     2Story           7           5      1915         1970     Gable  CompShg
##   Exterior1st Exterior2nd MasVnrType MasVnrArea ExterQual ExterCond Foundation
## 4     Wd Sdng     Wd Shng       None          0        TA        TA     BrkTil
##   BsmtQual BsmtCond BsmtExposure BsmtFinType1 BsmtFinSF1 BsmtFinType2
## 4       TA       Gd           No          ALQ        216          Unf
##   BsmtFinSF2 BsmtUnfSF TotalBsmtSF Heating HeatingQC CentralAir Electrical
## 4          0       540         756    GasA        Gd          Y      SBrkr
##   X1stFlrSF X2ndFlrSF LowQualFinSF GrLivArea BsmtFullBath BsmtHalfBath FullBath
## 4       961       756            0      1717            1            0        1
##   HalfBath BedroomAbvGr KitchenAbvGr KitchenQual TotRmsAbvGrd Functional
## 4        0            3            1          Gd            7        Typ
##   Fireplaces FireplaceQu GarageType GarageYrBlt GarageFinish GarageCars
## 4          1          Gd     Detchd        1998          Unf          3
##   GarageArea GarageQual GarageCond PavedDrive WoodDeckSF OpenPorchSF
## 4        642         TA         TA          Y          0          35
##   EnclosedPorch X3SsnPorch ScreenPorch PoolArea PoolQC Fence MiscFeature
## 4           272          0           0        0   <NA>  <NA>        <NA>
##   MiscVal MoSold YrSold SaleType SaleCondition SalePrice
## 4       0      2   2006       WD       Abnorml    140000

train2 <- train[train$LotFrontage >=80,] #Trích xuất các hàng có giá trị trong cột LotFrontage lớn hơn hoặc bằng 80.
print(train2)

##          Id MSSubClass MSZoning LotFrontage LotArea Street Alley LotShape
## 2         2         20       RL          80    9600   Pave  <NA>      Reg
## 5         5         60       RL          84   14260   Pave  <NA>      IR1
## 6         6         50       RL          85   14115   Pave  <NA>      IR1
## NA       NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 12       12         60       RL          85   11924   Pave  <NA>      IR1
## NA.1     NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 14       14         20       RL          91   10652   Pave  <NA>      IR1
## NA.2     NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.3     NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 21       21         60       RL         101   14215   Pave  <NA>      IR1
## NA.4     NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 26       26         20       RL         110   14230   Pave  <NA>      Reg
## 28       28         20       RL          98   11478   Pave  <NA>      Reg
## NA.5     NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 33       33         20       RL          85   11049   Pave  <NA>      Reg
## 36       36         60       RL         108   13418   Pave  <NA>      Reg
## 37       37         20       RL         112   10859   Pave  <NA>      Reg
## 41       41         20       RL          84    8658   Pave  <NA>      Reg
## 42       42         20       RL         115   16905   Pave  <NA>      Reg
## NA.6     NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.7     NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 48       48         20       FV          84   11096   Pave  <NA>      Reg
## NA.8     NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 53       53         90       RM         110    8472   Grvl  <NA>      IR2
## 56       56         20       RL         100   10175   Pave  <NA>      IR1
## 58       58         60       RL          89   11645   Pave  <NA>      IR1
## NA.9     NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.10    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 70       70         50       RL          81   15593   Pave  <NA>      Reg
## 71       71         20       RL          95   13651   Pave  <NA>      IR1
## 74       74         20       RL          85   10200   Pave  <NA>      Reg
## NA.11    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 81       81         60       RL         100   13000   Pave  <NA>      Reg
## 84       84         20       RL          80    8892   Pave  <NA>      IR1
## NA.12    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 86       86         60       RL         121   16059   Pave  <NA>      Reg
## 87       87         60       RL         122   11911   Pave  <NA>      IR2
## 89       89         50  C (all)         105    8470   Pave  <NA>      IR1
## 92       92         20       RL          85    8500   Pave  <NA>      Reg
## 93       93         30       RL          80   13360   Pave  Grvl      IR1
## NA.13    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 99       99         30       RL          85   10625   Pave  <NA>      Reg
## NA.14    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 104     104         20       RL          94   10402   Pave  <NA>      IR1
## NA.15    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 109     109         50       RM          85    8500   Pave  <NA>      Reg
## 110     110         20       RL         105   11751   Pave  <NA>      IR1
## NA.16    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.17    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.18    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 119     119         60       RL          90   12376   Pave  <NA>      Reg
## NA.19    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.20    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 131     131         60       RL          88   14200   Pave  <NA>      Reg
## NA.21    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.22    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 136     136         20       RL          80   10400   Pave  <NA>      Reg
## NA.23    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 138     138         90       RL          82   11070   Pave  <NA>      Reg
## NA.24    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.25    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 151     151         20       RL         120   10356   Pave  <NA>      Reg
## 152     152         20       RL         107   13891   Pave  <NA>      Reg
## NA.26    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.27    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 155     155         30       RM          84   11340   Pave  <NA>      Reg
## 158     158         60       RL          92   12003   Pave  <NA>      Reg
## 159     159         60       FV         100   12552   Pave  <NA>      Reg
## 160     160         60       RL         134   19378   Pave  <NA>      IR1
## NA.28    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 162     162         60       RL         110   13688   Pave  <NA>      IR1
## 163     163         20       RL          95   12182   Pave  <NA>      Reg
## NA.29    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 168     168         60       RL          86   10562   Pave  <NA>      Reg
## NA.30    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.31    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 172     172         20       RL         141   31770   Pave  <NA>      IR1
## 174     174         20       RL          80   10197   Pave  <NA>      IR1
## 176     176         20       RL          84   12615   Pave  <NA>      Reg
## 177     177         60       RL          97   10029   Pave  <NA>      IR1
## NA.32    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.33    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 185     185         50       RL          92    7438   Pave  <NA>      IR1
## 186     186         75       RM          90   22950   Pave  <NA>      IR2
## NA.34    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.35    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 198     198         75       RL         174   25419   Pave  <NA>      Reg
## 199     199         75       RM          92    5520   Pave  <NA>      Reg
## 201     201         20       RM          80    8546   Pave  <NA>      Reg
## NA.36    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 206     206         20       RL          99   11851   Pave  <NA>      Reg
## NA.37    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.38    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 212     212         20       RL          83   10420   Pave  <NA>      Reg
## NA.39    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.40    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.41    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 223     223         60       RL          85   11475   Pave  <NA>      Reg
## 225     225         20       RL         103   13472   Pave  <NA>      Reg
## 227     227         60       RL          82    9950   Pave  <NA>      IR1
## 232     232         60       RL         174   15138   Pave  <NA>      IR1
## NA.42    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.43    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 239     239         20       RL          93   12030   Pave  <NA>      Reg
## NA.44    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 246     246         20       RL          80   10400   Pave  <NA>      Reg
## NA.45    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 254     254         80       RL          85    9350   Pave  <NA>      Reg
## 259     259         60       RL          80   12435   Pave  <NA>      Reg
## 261     261         80       RL         120   19296   Pave  <NA>      Reg
## 263     263         80       RL          88    8471   Pave  <NA>      IR1
## NA.46    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 271     271         60       FV          84   10728   Pave  <NA>      Reg
## 273     273         60       RL          92   11764   Pave  <NA>      IR1
## 274     274         20       RL          80    9600   Pave  <NA>      Reg
## 277     277         20       RL         129    9196   Pave  <NA>      IR1
## 278     278         20       RL         140   19138   Pave  <NA>      Reg
## 279     279         20       RL         107   14450   Pave  <NA>      Reg
## 280     280         60       RL          83   10005   Pave  <NA>      Reg
## 281     281         60       RL          82   11287   Pave  <NA>      Reg
## NA.47    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.48    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 291     291         60       RL         120   15611   Pave  <NA>      Reg
## NA.49    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 295     295         20       RL          80    9600   Pave  <NA>      Reg
## 299     299         60       RL          90   11700   Pave  <NA>      Reg
## 300     300         20       RL          80   14000   Pave  <NA>      Reg
## 301     301        190       RL          90   15750   Pave  <NA>      Reg
## 303     303         20       RL         118   13704   Pave  <NA>      IR1
## 305     305         75       RM          87   18386   Pave  <NA>      Reg
## 306     306         20       RL          80   10386   Pave  <NA>      Reg
## 307     307         60       RL         116   13474   Pave  <NA>      Reg
## NA.50    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.51    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 310     310         20       RL          90   12378   Pave  <NA>      IR1
## NA.52    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 314     314         20       RL         150  215245   Pave  <NA>      IR3
## 317     317         60       RL          94   13005   Pave  <NA>      IR1
## 319     319         60       RL          90    9900   Pave  <NA>      Reg
## NA.53    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 321     321         60       RL         111   16259   Pave  <NA>      Reg
## 322     322         60       RL          99   12099   Pave  <NA>      IR1
## 323     323         60       RL          86   10380   Pave  <NA>      IR1
## 325     325         80       RL          96   11275   Pave  <NA>      Reg
## 328     328         20       RL          80   11600   Pave  <NA>      Reg
## NA.54    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.55    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 333     333         20       RL          85   10655   Pave  <NA>      IR1
## NA.56    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 337     337         20       RL          86   14157   Pave  <NA>      IR1
## 339     339         20       RL          91   14145   Pave  <NA>      Reg
## 341     341         60       RL          85   14191   Pave  <NA>      Reg
## NA.57    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.58    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.59    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.60    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 356     356         20       RL         105   11249   Pave  <NA>      IR2
## NA.61    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 359     359         80       RL          92    6930   Pave  <NA>      IR1
## NA.62    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.63    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.64    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.65    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 368     368         80       RL         101    9150   Pave  <NA>      IR1
## NA.66    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.67    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 372     372         50       RL          80   17120   Pave  <NA>      Reg
## NA.68    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 378     378         60       FV         102   11143   Pave  <NA>      IR1
## 379     379         20       RL          88   11394   Pave  <NA>      Reg
## NA.69    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 389     389         20       RL          93    9382   Pave  <NA>      IR1
## 390     390         60       RL          96   12474   Pave  <NA>      Reg
## NA.70    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.71    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 404     404         60       RL          93   12090   Pave  <NA>      Reg
## NA.72    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.73    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 409     409         60       RL         109   14154   Pave  <NA>      Reg
## 410     410         60       FV          85   10800   Pave  <NA>      Reg
## 412     412        190       RL         100   34650   Pave  <NA>      Reg
## NA.74    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 418     418         70       RL          86   22420   Pave  <NA>      IR1
## NA.75    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 423     423         20       RL         100   21750   Pave  <NA>      Reg
## 424     424         60       RL          80    9200   Pave  <NA>      Reg
## NA.76    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 430     430         20       RL         130   11457   Pave  <NA>      IR1
## 434     434         60       RL         100   10839   Pave  <NA>      IR1
## 441     441         20       RL         105   15431   Pave  <NA>      Reg
## 442     442         90       RL          92   12108   Pave  <NA>      Reg
## 447     447         20       RL         137   16492   Pave  <NA>      IR1
## NA.77    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.78    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 456     456         20       RL          80    9600   Pave  <NA>      Reg
## NA.79    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.80    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.81    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.82    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 467     467         20       RL          85   10628   Pave  <NA>      Reg
## 469     469         20       RL          98   11428   Pave  <NA>      IR1
## NA.83    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 472     472         60       RL          92   11952   Pave  <NA>      Reg
## 474     474         20       RL         110   14977   Pave  <NA>      IR1
## 476     476         20       RL          80    8480   Pave  <NA>      Reg
## 478     478         60       RL         105   13693   Pave  <NA>      Reg
## 481     481         20       RL          98   16033   Pave  <NA>      IR1
## NA.84    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 486     486         20       RL          80    9600   Pave  <NA>      Reg
## NA.85    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 493     493         60       RL         105   15578   Pave  <NA>      IR1
## NA.86    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 504     504         20       RL         100   15602   Pave  <NA>      IR1
## 507     507         60       RL          80    9554   Pave  <NA>      IR1
## 510     510         20       RL          80    9600   Pave  <NA>      Reg
## 516     516         20       RL          94   12220   Pave  <NA>      Reg
## NA.87    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.88    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 522     522         20       RL          90   11988   Pave  <NA>      IR1
## 524     524         60       RL         130   40094   Pave  <NA>      IR1
## 525     525         60       RL          95   11787   Pave  <NA>      IR1
## NA.89    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 531     531         80       RL          85   10200   Pave  <NA>      Reg
## NA.90    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.91    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.92    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 541     541         20       RL          85   14601   Pave  <NA>      Reg
## NA.93    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.94    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 553     553         20       RL          87   11146   Pave  <NA>      IR1
## 555     555         60       RL          85   10625   Pave  <NA>      Reg
## NA.95    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.96    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.97    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.98    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 573     573         60       RL          83   13159   Pave  <NA>      IR1
## 576     576         50       RL          80    8480   Pave  <NA>      Reg
## 578     578         80       RL          96   11777   Pave  <NA>      IR1
## 580     580         50       RM          81   12150   Pave  Grvl      Reg
## NA.99    NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 582     582         20       RL          98   12704   Pave  <NA>      Reg
## 583     583         90       RL          81   11841   Grvl  <NA>      Reg
## 586     586         20       RL          88   11443   Pave  <NA>      Reg
## 592     592         60       RL          97   13478   Pave  <NA>      IR1
## NA.100   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 595     595         20       RL          88    7990   Pave  <NA>      IR1
## 599     599         20       RL          80   12984   Pave  <NA>      Reg
## 603     603         60       RL          80   10041   Pave  <NA>      IR1
## 605     605         20       RL          88   12803   Pave  <NA>      IR1
## 606     606         60       RL          85   13600   Pave  <NA>      Reg
## 607     607         20       RL          82   12464   Pave  <NA>      IR2
## NA.101   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.102   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.103   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 616     616         85       RL          80    8800   Pave  <NA>      Reg
## NA.104   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 619     619         20       RL          90   11694   Pave  <NA>      Reg
## 620     620         60       RL          85   12244   Pave  <NA>      Reg
## 622     622         60       RL          90   10800   Pave  <NA>      Reg
## NA.105   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 625     625         60       RL          80   10400   Pave  <NA>      Reg
## 626     626         20       RL          87   10000   Pave  <NA>      IR1
## NA.106   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 628     628         80       RL          80    9600   Pave  <NA>      Reg
## 630     630         80       RL          82    9020   Pave  <NA>      Reg
## 633     633         20       RL          85   11900   Pave  <NA>      Reg
## 634     634         20       RL          80    9250   Pave  <NA>      Reg
## NA.107   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 644     644         60       RL          80   10793   Pave  <NA>      Reg
## 645     645         20       FV          85    9187   Pave  <NA>      Reg
## NA.108   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 648     648         20       RL          85   10452   Pave  <NA>      IR1
## 655     655         20       RL          91   10437   Pave  <NA>      IR1
## NA.109   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 663     663         20       RL         120   13560   Pave  <NA>      Reg
## 664     664         85       RL          90   10012   Pave  <NA>      Reg
## 666     666         60       RL         106   11194   Pave  <NA>      IR1
## NA.110   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.111   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 670     670         30       RL          80   11600   Pave  <NA>      Reg
## NA.112   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 674     674         20       RL         110   14442   Pave  <NA>      Reg
## 675     675         20       RL          80    9200   Pave  <NA>      Reg
## 679     679         20       RL          80   11844   Pave  <NA>      IR1
## NA.113   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.114   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 684     684         20       RL          90   11248   Pave  <NA>      IR1
## NA.115   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 687     687         60       FV          84   10207   Pave  <NA>      Reg
## NA.116   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.117   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 692     692         60       RL         104   21535   Pave  <NA>      IR1
## 701     701         20       RL          85   14331   Pave  <NA>      Reg
## 702     702         20       RL          80    9600   Pave  <NA>      Reg
## 703     703         60       RL          82   12438   Pave  <NA>      IR1
## NA.118   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.119   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.120   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 718     718         20       RL          80   10000   Pave  <NA>      Reg
## 719     719         60       RL          96   10542   Pave  <NA>      Reg
## NA.121   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.122   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 725     725         20       RL          86   13286   Pave  <NA>      IR1
## NA.123   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 729     729         90       RL          85   11475   Pave  <NA>      Reg
## 734     734         20       RL          80   10000   Pave  <NA>      Reg
## NA.124   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.125   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.126   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.127   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 754     754         60       RL          80   10240   Pave  <NA>      Reg
## NA.128   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 764     764         60       RL          82    9430   Pave  <NA>      Reg
## 767     767         60       RL          80   10421   Pave  <NA>      Reg
## NA.129   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 773     773         80       RL          94    7819   Pave  <NA>      Reg
## 775     775         20       RL         110   14226   Pave  <NA>      Reg
## 777     777         20       RL          86   11210   Pave  <NA>      IR1
## 778     778         20       RL         100   13350   Pave  <NA>      IR1
## NA.130   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.131   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.132   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.133   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 793     793         60       RL          92    9920   Pave  <NA>      IR1
## NA.134   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 799     799         60       RL         104   13518   Pave  <NA>      Reg
## 804     804         60       RL         107   13891   Pave  <NA>      Reg
## 806     806         20       RL          91   12274   Pave  <NA>      IR1
## 808     808         70       RL         144   21384   Pave  <NA>      Reg
## 809     809         80       RL          85   13400   Pave  <NA>      Reg
## 810     810         75       RM          90    8100   Pave  <NA>      Reg
## NA.135   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.136   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.137   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 819     819         80       RL          80    8816   Pave  <NA>      Reg
## NA.138   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 825     825         20       FV          81   11216   Pave  <NA>      Reg
## 826     826         20       RL         114   14803   Pave  <NA>      Reg
## NA.139   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 831     831         20       RL          80   11900   Pave  <NA>      IR1
## 834     834         20       RL         100   10004   Pave  <NA>      Reg
## 837     837         30       RM          90    8100   Pave  Pave      Reg
## NA.140   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 843     843         80       RL          82    9020   Pave  <NA>      Reg
## 844     844         90       RL          80    8000   Pave  <NA>      Reg
## 845     845         50       RM         100   12665   Pave  Grvl      IR1
## NA.141   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 850     850         80       RL          80    9600   Pave  <NA>      Reg
## NA.142   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.143   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 855     855         20       RL         102   17920   Pave  <NA>      Reg
## NA.144   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.145   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 859     859         20       RL          80   10400   Pave  <NA>      Reg
## NA.146   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 863     863         20       RL          81    9672   Pave  <NA>      Reg
## NA.147   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 868     868         20       RL          85    6970   Pave  <NA>      Reg
## NA.148   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 870     870         60       RL          80    9938   Pave  <NA>      Reg
## 877     877         20       RL          94   25286   Pave  <NA>      Reg
## 879     879         85       RL          88   11782   Pave  <NA>      IR1
## NA.149   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.150   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 889     889         20       RL          95   15865   Pave  <NA>      IR1
## 890     890         20       RL         128   12160   Pave  <NA>      Reg
## NA.151   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 899     899         20       RL         100   12919   Pave  <NA>      IR1
## NA.152   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.153   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 906     906         20       RL          80    9920   Pave  <NA>      Reg
## 907     907         20       RL         116   13501   Pave  <NA>      IR1
## 908     908         50       RL          86   11500   Pave  <NA>      IR1
## NA.154   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 910     910         60       RL         149   12589   Pave  <NA>      IR2
## 911     911         90       RL          80   11600   Pave  <NA>      Reg
## NA.155   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 914     914         90       RH          82    6270   Pave  <NA>      Reg
## NA.156   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 919     919         60       RL         103   13125   Pave  <NA>      IR1
## 920     920         20       RL          87   11029   Pave  <NA>      IR1
## NA.157   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 927     927         60       RL          93   11999   Pave  <NA>      Reg
## NA.158   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.159   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.160   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 933     933         20       RL          84   11670   Pave  <NA>      IR1
## 935     935         20       RL         313   27650   Pave  <NA>      IR2
## NA.161   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.162   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 944     944         90       RL         100   25000   Pave  <NA>      Reg
## NA.163   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 946     946         50       RM          98    8820   Pave  <NA>      Reg
## 948     948         20       RL          85   14536   Pave  <NA>      Reg
## NA.164   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 956     956         90       RH          82    7136   Pave  <NA>      IR1
## NA.165   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 964     964         20       RL         122   11923   Pave  <NA>      IR1
## 965     965         60       RL          80   11316   Pave  <NA>      Reg
## 967     967         50       RL         130    9600   Pave  <NA>      IR1
## NA.166   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 974     974         20       FV          95   11639   Pave  <NA>      Reg
## NA.167   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 980     980         20       RL          80    8816   Pave  <NA>      Reg
## NA.168   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 982     982         60       RL          98   12203   Pave  <NA>      IR1
## NA.169   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 988     988         20       RL          83   10159   Pave  <NA>      IR1
## NA.170   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 991     991         60       RL          82    9452   Pave  <NA>      Reg
## 992     992         70       RM         121   17671   Pave  Grvl      Reg
## 993     993         60       RL          80    9760   Pave  <NA>      Reg
## 995     995         20       RL          96   12456   Pave  <NA>      Reg
## NA.171   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.172   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.173   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.174   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1011   1011         50       RL         115   21286   Pave  <NA>      Reg
## NA.175   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.176   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.177   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.178   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1032   1032         75       RL         102   15863   Pave  <NA>      Reg
## NA.179   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.180   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.181   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1037   1037         20       RL          89   12898   Pave  <NA>      IR1
## NA.182   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1041   1041         20       RL          88   13125   Pave  <NA>      Reg
## NA.183   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1044   1044         60       RL          86   11839   Pave  <NA>      Reg
## 1045   1045         20       RL          80    9600   Pave  <NA>      Reg
## NA.184   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1047   1047         60       RL          85   16056   Pave  <NA>      IR1
## 1049   1049         20       RL         100   21750   Pave  <NA>      Reg
## 1052   1052         20       RL         103   11175   Pave  <NA>      IR1
## 1053   1053         60       RL         100    9500   Pave  <NA>      Reg
## 1055   1055         60       RL          90   11367   Pave  <NA>      Reg
## 1056   1056         20       RL         104   11361   Pave  <NA>      Reg
## NA.185   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1059   1059         60       RL          96   11308   Pave  <NA>      IR1
## NA.186   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1062   1062         30  C (all)         120   18000   Grvl  <NA>      Reg
## 1063   1063        190       RM          85   13600   Pave  Grvl      Reg
## NA.187   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1066   1066         60       RL          80   14000   Pave  <NA>      Reg
## 1068   1068         60       RL          80    9760   Pave  <NA>      Reg
## NA.188   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1081   1081         20       RL          80   11040   Pave  <NA>      Reg
## 1084   1084         20       RL          80    8800   Pave  <NA>      Reg
## NA.189   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.190   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1088   1088         60       FV          85   10574   Pave  <NA>      Reg
## NA.191   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1100   1100         20       RL          82   11880   Pave  <NA>      IR1
## 1106   1106         60       RL          98   12256   Pave  <NA>      IR1
## 1107   1107         20       RL         114   10357   Pave  <NA>      IR1
## 1108   1108         60       RL         168   23257   Pave  <NA>      IR3
## NA.192   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1110   1110         20       RL         107   11362   Pave  <NA>      IR1
## NA.193   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1112   1112         60       RL          80   10480   Pave  <NA>      Reg
## 1115   1115         20       RL          90    5400   Pave  <NA>      Reg
## 1116   1116         20       RL          93   12085   Pave  <NA>      Reg
## NA.194   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1119   1119         80       RL          85   13825   Pave  <NA>      Reg
## 1122   1122         20       RL          84   10084   Pave  <NA>      Reg
## NA.195   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.196   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1128   1128         20       RL         182   14572   Pave  <NA>      IR3
## 1133   1133         70       RM          90    9900   Pave  <NA>      Reg
## 1134   1134         60       RL          80    9828   Pave  <NA>      IR1
## 1137   1137         50       RL          80    9600   Pave  <NA>      Reg
## NA.197   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1140   1140         30       RL          98    8731   Pave  <NA>      IR1
## NA.198   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.199   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.200   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.201   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1152   1152         20       RL         134   17755   Pave  <NA>      Reg
## 1153   1153         20       RL          90   14115   Pave  <NA>      IR1
## NA.202   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.203   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1156   1156         20       RL          90   10768   Pave  <NA>      IR1
## 1157   1157         80       RL          85    9350   Pave  <NA>      Reg
## 1159   1159         20       RL          92   11932   Pave  <NA>      Reg
## NA.204   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1163   1163         20       RL         109    8724   Pave  <NA>      Reg
## NA.205   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1169   1169         70       RL         120   13728   Pave  <NA>      Reg
## 1170   1170         60       RL         118   35760   Pave  <NA>      IR1
## 1174   1174         50       RL         138   18030   Pave  <NA>      IR1
## 1175   1175         70       RL          80   16560   Pave  <NA>      IR1
## 1176   1176         50       RL          85   10678   Pave  <NA>      Reg
## NA.206   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.207   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1183   1183         60       RL         160   15623   Pave  <NA>      IR1
## 1187   1187        190       RL         107   10615   Pave  <NA>      IR1
## 1188   1188         20       RL          89   12461   Pave  <NA>      Reg
## NA.208   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.209   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1195   1195         60       RL          80    9364   Pave  <NA>      Reg
## 1202   1202         60       RL          80   10400   Pave  <NA>      Reg
## 1206   1206         20       RL          90   14684   Pave  <NA>      IR1
## NA.210   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1210   1210         20       RL          85   10182   Pave  <NA>      IR1
## 1212   1212         50       RL         152   12134   Pave  <NA>      IR1
## NA.211   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1216   1216         20       RL          99    7094   Pave  <NA>      IR1
## 1224   1224         20       RL          89   10680   Pave  <NA>      Reg
## 1227   1227         60       RL          86   14598   Pave  <NA>      IR1
## NA.212   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.213   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1236   1236         70       RL          96   13132   Pave  <NA>      Reg
## 1242   1242         20       RL          83    9849   Pave  <NA>      Reg
## 1243   1243         85       RL          85   10625   Pave  <NA>      Reg
## 1244   1244         20       RL         107   13891   Pave  <NA>      Reg
## NA.214   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.215   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1251   1251         20       RL          93   11160   Pave  <NA>      Reg
## NA.216   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.217   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1257   1257         20       RL          91   14303   Pave  <NA>      IR1
## NA.218   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1262   1262         20       RL          80    9600   Pave  <NA>      Reg
## NA.219   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1268   1268         20       RL          89   13214   Pave  <NA>      IR1
## NA.220   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.221   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.222   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.223   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1274   1274         80       RL         124   11512   Pave  <NA>      IR1
## 1276   1276         90       RL          95   11345   Pave  <NA>      Reg
## NA.224   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.225   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1284   1284         90       RL          94    9400   Pave  <NA>      Reg
## NA.226   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.227   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1290   1290         60       RL          86   11065   Pave  <NA>      IR1
## NA.228   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1297   1297         20       RL          80    8700   Pave  <NA>      Reg
## 1299   1299         60       RL         313   63887   Pave  <NA>      IR3
## NA.229   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.230   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1303   1303         60       RL          92   10120   Pave  <NA>      Reg
## 1306   1306         20       RL         108   13173   Pave  <NA>      IR1
## 1309   1309         20       RM         100   12000   Pave  <NA>      Reg
## NA.231   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1311   1311         20       RL         100   17500   Pave  <NA>      Reg
## NA.232   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1314   1314         60       RL         108   14774   Pave  <NA>      IR1
## 1316   1316         60       RL          85   11075   Pave  <NA>      Reg
## NA.233   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.234   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1323   1323         60       RL         107   10186   Pave  <NA>      IR1
## 1331   1331         20       RL          85   10000   Pave  <NA>      Reg
## 1336   1336         20       RL          80    9650   Pave  <NA>      Reg
## 1337   1337         90       RL          87    9246   Pave  <NA>      IR1
## 1338   1338         30       RM         153    4118   Pave  Grvl      IR1
## 1339   1339         60       RL          95   13450   Pave  <NA>      IR1
## 1340   1340         20       RL         120    9560   Pave  <NA>      IR1
## NA.235   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1345   1345         60       RL          85   11103   Pave  <NA>      IR1
## NA.236   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1348   1348         20       RL          93   15306   Pave  <NA>      IR1
## NA.237   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1351   1351         90       RL          91   11643   Pave  <NA>      Reg
## NA.238   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1356   1356         80       RL         102   10192   Pave  <NA>      IR1
## NA.239   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.240   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.241   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1360   1360         20       RL         129   16737   Pave  <NA>      Reg
## 1362   1362         20       RL         124   16158   Pave  <NA>      IR1
## NA.242   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.243   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.244   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1371   1371         50       RL          90    5400   Pave  <NA>      Reg
## 1372   1372         80       RL          80    9600   Pave  <NA>      Reg
## NA.245   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1375   1375         60       FV          85   10625   Pave  <NA>      Reg
## 1376   1376         20       RL          89   10991   Pave  <NA>      IR1
## NA.246   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.247   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1387   1387         60       RL          80   16692   Pave  <NA>      IR1
## 1396   1396         60       RL          88   12665   Pave  <NA>      IR1
## NA.248   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.249   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1412   1412         50       RL          80    9600   Pave  <NA>      Reg
## 1414   1414         20       RL          88   10994   Pave  <NA>      IR1
## NA.250   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.251   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1421   1421         60       RL          90   11700   Pave  <NA>      Reg
## NA.252   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.253   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1426   1426         20       RL          80   10721   Pave  <NA>      IR1
## 1427   1427         60       RL          81   10944   Pave  <NA>      IR1
## NA.254   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.255   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1434   1434         60       RL          93   10261   Pave  <NA>      IR1
## 1435   1435         20       RL          80   17400   Pave  <NA>      Reg
## 1436   1436         20       RL          80    8400   Pave  <NA>      Reg
## 1438   1438         20       RL          96   12444   Pave  <NA>      Reg
## 1439   1439         20       RM          90    7407   Pave  <NA>      Reg
## 1440   1440         60       RL          80   11584   Pave  <NA>      Reg
## NA.256   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1443   1443         60       FV          85   11003   Pave  <NA>      Reg
## NA.257   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## NA.258   NA         NA     <NA>          NA      NA   <NA>  <NA>     <NA>
## 1448   1448         60       RL          80   10000   Pave  <NA>      Reg
## 1454   1454         20       RL          90   17217   Pave  <NA>      Reg
## 1457   1457         20       RL          85   13175   Pave  <NA>      Reg
##        LandContour Utilities LotConfig LandSlope Neighborhood Condition1
## 2              Lvl    AllPub       FR2       Gtl      Veenker      Feedr
## 5              Lvl    AllPub       FR2       Gtl      NoRidge       Norm
## 6              Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## NA            <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 12             Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## NA.1          <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 14             Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## NA.2          <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.3          <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 21             Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## NA.4          <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 26             Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 28             Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## NA.5          <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 33             Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 36             Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 37             Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 41             Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 42             Lvl    AllPub    Inside       Gtl       Timber       Norm
## NA.6          <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.7          <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 48             Lvl    AllPub    Inside       Gtl      Somerst       Norm
## NA.8          <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 53             Bnk    AllPub    Corner       Mod       IDOTRR       RRNn
## 56             Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 58             Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## NA.9          <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.10         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 70             Lvl    AllPub    Corner       Gtl      ClearCr       Norm
## 71             Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 74             Lvl    AllPub    Inside       Gtl        NAmes       Norm
## NA.11         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 81             Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 84             Lvl    AllPub    Inside       Gtl        NAmes       Norm
## NA.12         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 86             Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 87             Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 89             Lvl    AllPub    Corner       Gtl       IDOTRR      Feedr
## 92             Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 93             HLS    AllPub    Inside       Gtl      Crawfor       Norm
## NA.13         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 99             Lvl    AllPub    Corner       Gtl      Edwards       Norm
## NA.14         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 104            Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## NA.15         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 109            Lvl    AllPub    Corner       Gtl       IDOTRR     Artery
## 110            Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## NA.16         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.17         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.18         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 119            Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## NA.19         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.20         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 131            Lvl    AllPub    Corner       Gtl        NAmes       Norm
## NA.21         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.22         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 136            Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## NA.23         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 138            Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## NA.24         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.25         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 151            Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 152            Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## NA.26         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.27         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 155            Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 158            Lvl    AllPub    Corner       Gtl       Timber       Norm
## 159            Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 160            HLS    AllPub    Corner       Gtl      Gilbert       Norm
## NA.28         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 162            Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 163            Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## NA.29         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 168            Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## NA.30         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.31         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 172            Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 174            Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 176            Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 177            Lvl    AllPub    Corner       Gtl      ClearCr       Norm
## NA.32         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.33         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 185            Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 186            Lvl    AllPub    Inside       Gtl      OldTown     Artery
## NA.34         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.35         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 198            Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 199            Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 201            Lvl    AllPub    Corner       Gtl      Edwards       Norm
## NA.36         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 206            Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## NA.37         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.38         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 212            Lvl    AllPub    Corner       Gtl      Edwards       Norm
## NA.39         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.40         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.41         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 223            Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 225            Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 227            Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 232            Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## NA.42         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.43         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 239            Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## NA.44         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 246            Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## NA.45         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 254            Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 259            Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 261            Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 263            Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## NA.46         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 271            Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 273            Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 274            Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 277            Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 278            Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 279            Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 280            Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 281            Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## NA.47         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.48         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 291            Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## NA.49         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 295            Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 299            Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 300            Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 301            Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 303            Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 305            Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 306            Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 307            Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## NA.50         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.51         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 310            Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## NA.52         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 314            Low    AllPub    Inside       Sev       Timber       Norm
## 317            Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 319            Low    AllPub    Inside       Mod      NoRidge       Norm
## NA.53         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 321            Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 322            Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 323            Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 325            Lvl    AllPub    Corner       Gtl        NAmes       PosN
## 328            Lvl    AllPub    Inside       Gtl        NAmes       Norm
## NA.54         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.55         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 333            Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## NA.56         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 337            HLS    AllPub    Corner       Gtl      StoneBr       Norm
## 339            Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 341            Lvl    AllPub    Inside       Gtl       Timber       Norm
## NA.57         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.58         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.59         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.60         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 356            Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## NA.61         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 359            Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## NA.62         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.63         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.64         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.65         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 368            Lvl    AllPub    Corner       Gtl        NAmes       Norm
## NA.66         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.67         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 372            Lvl    AllPub    Inside       Gtl      ClearCr      Feedr
## NA.68         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 378            Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 379            Lvl    AllPub    Corner       Gtl      StoneBr       Norm
## NA.69         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 389            Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 390            Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## NA.70         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.71         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 404            Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## NA.72         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.73         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 409            Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 410            Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 412            Bnk    AllPub    Inside       Gtl      Gilbert       Norm
## NA.74         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 418            Lvl    AllPub    Inside       Gtl      Crawfor      Feedr
## NA.75         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 423            HLS    AllPub    Inside       Mod      Mitchel     Artery
## 424            Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## NA.76         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 430            Lvl    AllPub    Corner       Gtl       Timber       Norm
## 434            Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 441            Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 442            Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 447            Lvl    AllPub    Corner       Gtl        NAmes       PosA
## NA.77         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.78         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 456            Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## NA.79         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.80         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.81         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.82         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 467            Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 469            Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## NA.83         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 472            Lvl    AllPub    Inside       Gtl       NWAmes       PosA
## 474            Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 476            Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 478            Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 481            Lvl    AllPub       FR2       Gtl      NridgHt       Norm
## NA.84         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 486            Lvl    AllPub    Inside       Gtl        NAmes       Norm
## NA.85         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 493            Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## NA.86         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 504            Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 507            Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 510            Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 516            Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## NA.87         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.88         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 522            Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 524            Bnk    AllPub    Inside       Gtl      Edwards       PosN
## 525            Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## NA.89         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 531            Lvl    AllPub    Inside       Gtl       Timber       Norm
## NA.90         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.91         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.92         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 541            Lvl    AllPub    Inside       Gtl       Timber       Norm
## NA.93         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.94         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 553            Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 555            Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## NA.95         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.96         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.97         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.98         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 573            HLS    AllPub    Corner       Gtl       Timber       Norm
## 576            Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 578            Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 580            Lvl    AllPub    Inside       Gtl      OldTown       Norm
## NA.99         <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 582            Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 583            Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 586            Lvl    AllPub    Inside       Gtl       Timber       Norm
## 592            Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## NA.100        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 595            Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 599            Bnk    AllPub    Inside       Gtl      Crawfor       Norm
## 603            Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 605            Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 606            Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 607            Low    AllPub    Corner       Mod      CollgCr       Norm
## NA.101        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.102        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.103        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 616            Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## NA.104        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 619            Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 620            Lvl    AllPub    Inside       Gtl       Timber       Norm
## 622            Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## NA.105        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 625            Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 626            Lvl    AllPub    Corner       Gtl        NAmes       Norm
## NA.106        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 628            Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 630            Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 633            Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 634            Lvl    AllPub    Corner       Gtl        NAmes       Norm
## NA.107        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 644            Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 645            Lvl    AllPub    Inside       Gtl      Somerst       Norm
## NA.108        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 648            Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 655            Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## NA.109        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 663            Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 664            Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 666            Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## NA.110        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.111        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 670            Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## NA.112        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 674            Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 675            Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 679            Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## NA.113        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.114        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 684            Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## NA.115        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 687            Lvl    AllPub    Inside       Gtl      Somerst       Norm
## NA.116        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.117        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 692            Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 701            Lvl    AllPub    Inside       Gtl       Timber       Norm
## 702            Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 703            Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## NA.118        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.119        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.120        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 718            Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 719            Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## NA.121        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.122        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 725            Lvl    AllPub    Inside       Gtl      Edwards       Norm
## NA.123        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 729            Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 734            Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## NA.124        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.125        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.126        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.127        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 754            Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## NA.128        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 764            Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 767            Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## NA.129        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 773            Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 775            Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 777            Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 778            Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## NA.130        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.131        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.132        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.133        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 793            Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## NA.134        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 799            Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 804            Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 806            Lvl    AllPub       FR2       Gtl      Somerst       Norm
## 808            Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 809            Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 810            Lvl    AllPub    Corner       Gtl      OldTown       Norm
## NA.135        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.136        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.137        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 819            Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## NA.138        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 825            Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 826            Lvl    AllPub    Inside       Gtl      NridgHt       PosN
## NA.139        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 831            Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 834            Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 837            Lvl    AllPub    Inside       Gtl      OldTown       Norm
## NA.140        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 843            Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 844            Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 845            Lvl    AllPub    Inside       Gtl      OldTown     Artery
## NA.141        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 850            Lvl    AllPub       FR2       Gtl      Veenker      Feedr
## NA.142        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.143        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 855            Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## NA.144        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.145        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 859            Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## NA.146        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 863            Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## NA.147        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 868            Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## NA.148        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 870            Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 877            HLS    AllPub    Inside       Mod      Mitchel       Norm
## 879            Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## NA.149        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.150        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 889            Lvl    AllPub    Inside       Mod        NAmes       Norm
## 890            Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## NA.151        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 899            Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## NA.152        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.153        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 906            Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 907            Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 908            Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## NA.154        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 910            Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 911            Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## NA.155        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 914            HLS    AllPub    Inside       Gtl      Crawfor       Norm
## NA.156        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 919            Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 920            Lvl    AllPub    Corner       Gtl        NAmes       Norm
## NA.157        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 927            Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## NA.158        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.159        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.160        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 933            Lvl    AllPub    Corner       Gtl      Somerst       RRNn
## 935            HLS    AllPub    Inside       Mod        NAmes       PosA
## NA.161        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.162        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 944            Low    AllPub    Inside       Gtl      Mitchel       Norm
## NA.163        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 946            Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 948            Lvl    AllPub    Inside       Gtl       Timber       Norm
## NA.164        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 956            HLS    AllPub    Inside       Gtl      Crawfor       Norm
## NA.165        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 964            Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 965            Lvl    AllPub    Corner       Gtl       Timber       Norm
## 967            HLS    AllPub    Inside       Gtl      Crawfor       Norm
## NA.166        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 974            Lvl    AllPub    Corner       Gtl      Somerst       Norm
## NA.167        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 980            Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## NA.168        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 982            Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## NA.169        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 988            Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## NA.170        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 991            Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 992            Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 993            Lvl    AllPub    Inside       Mod        NAmes       Norm
## 995            Lvl    AllPub       FR2       Gtl      NridgHt       Norm
## NA.171        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.172        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.173        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.174        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1011           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## NA.175        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.176        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.177        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.178        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1032           Lvl    AllPub    Corner       Gtl        SWISU       Norm
## NA.179        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.180        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.181        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1037           HLS    AllPub    Inside       Gtl       Timber       Norm
## NA.182        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1041           Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## NA.183        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1044           Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1045           Lvl    AllPub    Inside       Gtl       NWAmes       PosN
## NA.184        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1047           Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 1049           Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1052           Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1053           Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 1055           Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1056           Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## NA.185        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1059           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## NA.186        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1062           Low    AllPub    Inside       Gtl       IDOTRR       Norm
## 1063           Lvl    AllPub    Inside       Gtl      OldTown       Norm
## NA.187        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1066           Lvl    AllPub    Inside       Mod      ClearCr       Norm
## 1068           Lvl    AllPub    Inside       Mod        NAmes       Norm
## NA.188        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1081           Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1084           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## NA.189        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.190        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1088           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## NA.191        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1100           Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 1106           Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 1107           Lvl    AllPub    Corner       Gtl      SawyerW      Feedr
## 1108           HLS    AllPub   CulDSac       Gtl      Gilbert       Norm
## NA.192        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1110           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## NA.193        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1112           Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1115           Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1116           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## NA.194        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1119           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1122           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## NA.195        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.196        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1128           Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 1133           Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1134           Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1137           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## NA.197        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1140           Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## NA.198        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.199        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.200        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.201        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1152           Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1153           Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## NA.202        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.203        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1156           Lvl    AllPub    Corner       Gtl      Veenker       Norm
## 1157           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1159           Lvl    AllPub       FR2       Gtl      Somerst      Feedr
## NA.204        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1163           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## NA.205        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1169           Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1170           Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 1174           Bnk    AllPub    Inside       Gtl      ClearCr       Norm
## 1175           Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1176           Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## NA.206        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.207        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1183           Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 1187           Bnk    AllPub    Corner       Mod      OldTown     Artery
## 1188           Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## NA.208        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.209        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1195           Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 1202           Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1206           Lvl    AllPub   CulDSac       Gtl      SawyerW       Norm
## NA.210        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1210           Lvl    AllPub   CulDSac       Gtl      Somerst       RRNn
## 1212           Bnk    AllPub    Inside       Mod      Gilbert       Norm
## NA.211        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1216           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1224           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1227           Lvl    AllPub   CulDSac       Gtl      Somerst      Feedr
## NA.212        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.213        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1236           Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1242           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1243           Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1244           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## NA.214        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.215        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1251           Lvl    AllPub    Corner       Gtl        NAmes       Norm
## NA.216        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.217        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1257           Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## NA.218        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1262           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## NA.219        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1268           HLS    AllPub    Inside       Gtl       Timber       Norm
## NA.220        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.221        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.222        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.223        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1274           Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1276           Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## NA.224        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.225        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1284           Low    AllPub    Corner       Gtl      Mitchel       Norm
## NA.226        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.227        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1290           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## NA.228        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1297           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1299           Bnk    AllPub    Corner       Gtl      Edwards      Feedr
## NA.229        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.230        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1303           Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 1306           Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 1309           Lvl    AllPub    Inside       Gtl      OldTown       Norm
## NA.231        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1311           Lvl    AllPub    Inside       Gtl      Crawfor       PosA
## NA.232        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1314           Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 1316           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## NA.233        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.234        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1323           Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 1331           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1336           Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1337           Lvl    AllPub    Inside       Gtl       NWAmes      Feedr
## 1338           Bnk    AllPub    Corner       Mod      OldTown      Feedr
## 1339           Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1340           Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## NA.235        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1345           Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## NA.236        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1348           HLS    AllPub    Corner       Gtl       Timber       Norm
## NA.237        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1351           Lvl    AllPub    Inside       Gtl        NAmes     Artery
## NA.238        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1356           Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## NA.239        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.240        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.241        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1360           Lvl    AllPub       FR3       Gtl      NridgHt       Norm
## 1362           Low    AllPub    Inside       Mod      StoneBr       Norm
## NA.242        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.243        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.244        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1371           Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 1372           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## NA.245        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1375           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1376           HLS    AllPub    Inside       Gtl       Timber       Norm
## NA.246        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.247        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1387           Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 1396           Lvl    AllPub    Inside       Gtl       Timber       Norm
## NA.248        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.249        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1412           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1414           Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## NA.250        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.251        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1421           Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## NA.252        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.253        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1426           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1427           Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## NA.254        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.255        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1434           Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1435           Low    AllPub    Inside       Mod      Mitchel       Norm
## 1436           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1438           Lvl    AllPub       FR2       Gtl      NridgHt       Norm
## 1439           Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 1440           Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## NA.256        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1443           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## NA.257        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## NA.258        <NA>      <NA>      <NA>      <NA>         <NA>       <NA>
## 1448           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1454           Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1457           Lvl    AllPub    Inside       Gtl       NWAmes       Norm
##        Condition2 BldgType HouseStyle OverallQual OverallCond YearBuilt
## 2            Norm     1Fam     1Story           6           8      1976
## 5            Norm     1Fam     2Story           8           5      2000
## 6            Norm     1Fam     1.5Fin           5           5      1993
## NA           <NA>     <NA>       <NA>          NA          NA        NA
## 12           Norm     1Fam     2Story           9           5      2005
## NA.1         <NA>     <NA>       <NA>          NA          NA        NA
## 14           Norm     1Fam     1Story           7           5      2006
## NA.2         <NA>     <NA>       <NA>          NA          NA        NA
## NA.3         <NA>     <NA>       <NA>          NA          NA        NA
## 21           Norm     1Fam     2Story           8           5      2005
## NA.4         <NA>     <NA>       <NA>          NA          NA        NA
## 26           Norm     1Fam     1Story           8           5      2007
## 28           Norm     1Fam     1Story           8           5      2007
## NA.5         <NA>     <NA>       <NA>          NA          NA        NA
## 33           Norm     1Fam     1Story           8           5      2007
## 36           Norm     1Fam     2Story           8           5      2004
## 37           Norm     1Fam     1Story           5           5      1994
## 41           Norm     1Fam     1Story           6           5      1965
## 42           Norm     1Fam     1Story           5           6      1959
## NA.6         <NA>     <NA>       <NA>          NA          NA        NA
## NA.7         <NA>     <NA>       <NA>          NA          NA        NA
## 48           Norm     1Fam     1Story           8           5      2006
## NA.8         <NA>     <NA>       <NA>          NA          NA        NA
## 53           Norm   Duplex     1Story           5           5      1963
## 56           Norm     1Fam     1Story           6           5      1964
## 58           Norm     1Fam     2Story           7           5      2004
## NA.9         <NA>     <NA>       <NA>          NA          NA        NA
## NA.10        <NA>     <NA>       <NA>          NA          NA        NA
## 70           Norm     1Fam     1.5Fin           7           4      1953
## 71           Norm     1Fam     1Story           7           6      1973
## 74           Norm     1Fam     1Story           5           7      1954
## NA.11        <NA>     <NA>       <NA>          NA          NA        NA
## 81           Norm     1Fam     2Story           6           6      1968
## 84           Norm     1Fam     1Story           5           5      1960
## NA.12        <NA>     <NA>       <NA>          NA          NA        NA
## 86           Norm     1Fam     2Story           8           5      1991
## 87           Norm     1Fam     2Story           6           5      2005
## 89          Feedr     1Fam     1.5Fin           3           2      1915
## 92           Norm     1Fam     1Story           5           3      1961
## 93           Norm     1Fam     1Story           5           7      1921
## NA.13        <NA>     <NA>       <NA>          NA          NA        NA
## 99           Norm     1Fam     1Story           5           5      1920
## NA.14        <NA>     <NA>       <NA>          NA          NA        NA
## 104          Norm     1Fam     1Story           7           5      2009
## NA.15        <NA>     <NA>       <NA>          NA          NA        NA
## 109          Norm     1Fam     1.5Fin           5           7      1919
## 110          Norm     1Fam     1Story           6           6      1977
## NA.16        <NA>     <NA>       <NA>          NA          NA        NA
## NA.17        <NA>     <NA>       <NA>          NA          NA        NA
## NA.18        <NA>     <NA>       <NA>          NA          NA        NA
## 119          Norm     1Fam     2Story           7           5      1990
## NA.19        <NA>     <NA>       <NA>          NA          NA        NA
## NA.20        <NA>     <NA>       <NA>          NA          NA        NA
## 131          Norm     1Fam     2Story           7           6      1966
## NA.21        <NA>     <NA>       <NA>          NA          NA        NA
## NA.22        <NA>     <NA>       <NA>          NA          NA        NA
## 136          Norm     1Fam     1Story           7           6      1970
## NA.23        <NA>     <NA>       <NA>          NA          NA        NA
## 138          Norm   Duplex     1Story           7           5      1988
## NA.24        <NA>     <NA>       <NA>          NA          NA        NA
## NA.25        <NA>     <NA>       <NA>          NA          NA        NA
## 151          Norm     1Fam     1Story           5           6      1975
## 152          Norm     1Fam     1Story           8           5      2007
## NA.26        <NA>     <NA>       <NA>          NA          NA        NA
## NA.27        <NA>     <NA>       <NA>          NA          NA        NA
## 155          Norm     1Fam     1Story           6           5      1923
## 158          Norm     1Fam     2Story           8           5      2009
## 159          Norm     1Fam     2Story           7           5      2004
## 160          Norm     1Fam     2Story           7           5      2005
## NA.28        <NA>     <NA>       <NA>          NA          NA        NA
## 162          Norm     1Fam     2Story           9           5      2003
## 163          Norm     1Fam     1Story           7           5      2005
## NA.29        <NA>     <NA>       <NA>          NA          NA        NA
## 168          Norm     1Fam     2Story           8           5      2007
## NA.30        <NA>     <NA>       <NA>          NA          NA        NA
## NA.31        <NA>     <NA>       <NA>          NA          NA        NA
## 172          Norm     1Fam     1Story           6           5      1960
## 174          Norm     1Fam     1Story           6           5      1961
## 176          Norm     1Fam     1Story           6           7      1950
## 177          Norm     1Fam     2Story           6           5      1988
## NA.32        <NA>     <NA>       <NA>          NA          NA        NA
## NA.33        <NA>     <NA>       <NA>          NA          NA        NA
## 185         Feedr     1Fam     1.5Fin           5           8      1908
## 186          Norm     1Fam     2.5Fin          10           9      1892
## NA.34        <NA>     <NA>       <NA>          NA          NA        NA
## NA.35        <NA>     <NA>       <NA>          NA          NA        NA
## 198          Norm     1Fam     2Story           8           4      1918
## 199          Norm     1Fam     2.5Fin           6           6      1912
## 201          Norm     1Fam     1Story           4           5      2003
## NA.36        <NA>     <NA>       <NA>          NA          NA        NA
## 206          Norm     1Fam     1Story           7           5      1990
## NA.37        <NA>     <NA>       <NA>          NA          NA        NA
## NA.38        <NA>     <NA>       <NA>          NA          NA        NA
## 212          Norm     1Fam     1Story           6           5      2009
## NA.39        <NA>     <NA>       <NA>          NA          NA        NA
## NA.40        <NA>     <NA>       <NA>          NA          NA        NA
## NA.41        <NA>     <NA>       <NA>          NA          NA        NA
## 223          Norm     1Fam     2Story           6           6      1975
## 225          Norm     1Fam     1Story          10           5      2003
## 227          Norm     1Fam     2Story           7           5      1995
## 232          Norm     1Fam     2Story           8           5      1995
## NA.42        <NA>     <NA>       <NA>          NA          NA        NA
## NA.43        <NA>     <NA>       <NA>          NA          NA        NA
## 239          Norm     1Fam     1Story           8           5      2007
## NA.44        <NA>     <NA>       <NA>          NA          NA        NA
## 246          Norm     1Fam     1Story           7           5      1988
## NA.45        <NA>     <NA>       <NA>          NA          NA        NA
## 254          Norm     1Fam       SLvl           6           7      1964
## 259          Norm     1Fam     2Story           7           5      2001
## 261          Norm     1Fam       SLvl           6           5      1962
## 263          Norm     1Fam       SLvl           6           7      1977
## NA.46        <NA>     <NA>       <NA>          NA          NA        NA
## 271          Norm     1Fam     2Story           8           5      2006
## 273          Norm     1Fam     2Story           8           7      1999
## 274          Norm     1Fam     1Story           6           6      1958
## 277          Norm     1Fam     1Story           7           5      2003
## 278          Norm     1Fam     1Story           4           5      1951
## 279          Norm     1Fam     1Story           9           5      2006
## 280          Norm     1Fam     2Story           7           5      1977
## 281          Norm     1Fam     2Story           7           6      1989
## NA.47        <NA>     <NA>       <NA>          NA          NA        NA
## NA.48        <NA>     <NA>       <NA>          NA          NA        NA
## 291          Norm     1Fam     2Story           8           5      2006
## NA.49        <NA>     <NA>       <NA>          NA          NA        NA
## 295          Norm     1Fam     1Story           6           5      1953
## 299          Norm     1Fam     2Story           6           6      1968
## 300          Norm     1Fam     1Story           6           8      1950
## 301          Norm   2fmCon     1Story           5           5      1953
## 303          Norm     1Fam     1Story           7           5      2001
## 305          Norm     1Fam     2.5Fin           7           9      1880
## 306          Norm     1Fam     1Story           8           5      2004
## 307          Norm     1Fam     2Story           7           5      1990
## NA.50        <NA>     <NA>       <NA>          NA          NA        NA
## NA.51        <NA>     <NA>       <NA>          NA          NA        NA
## 310          Norm     1Fam     1Story           9           5      2003
## NA.52        <NA>     <NA>       <NA>          NA          NA        NA
## 314          Norm     1Fam     1Story           7           5      1965
## 317          Norm     1Fam     2Story           7           7      1980
## 319          Norm     1Fam     2Story           7           5      1993
## NA.53        <NA>     <NA>       <NA>          NA          NA        NA
## 321          Norm     1Fam     2Story           9           5      2006
## 322          Norm     1Fam     2Story           8           5      2004
## 323          Norm     1Fam     2Story           7           5      1986
## 325          Norm     1Fam       SLvl           7           7      1967
## 328          Norm     1Fam     1Story           6           5      1960
## NA.54        <NA>     <NA>       <NA>          NA          NA        NA
## NA.55        <NA>     <NA>       <NA>          NA          NA        NA
## 333          Norm     1Fam     1Story           8           5      2003
## NA.56        <NA>     <NA>       <NA>          NA          NA        NA
## 337          Norm     1Fam     1Story           9           5      2005
## 339          Norm     1Fam     1Story           7           7      1984
## 341          Norm     1Fam     2Story           8           5      2002
## NA.57        <NA>     <NA>       <NA>          NA          NA        NA
## NA.58        <NA>     <NA>       <NA>          NA          NA        NA
## NA.59        <NA>     <NA>       <NA>          NA          NA        NA
## NA.60        <NA>     <NA>       <NA>          NA          NA        NA
## 356          Norm     1Fam     1Story           6           5      1995
## NA.61        <NA>     <NA>       <NA>          NA          NA        NA
## 359          Norm     1Fam       SLvl           5           4      1958
## NA.62        <NA>     <NA>       <NA>          NA          NA        NA
## NA.63        <NA>     <NA>       <NA>          NA          NA        NA
## NA.64        <NA>     <NA>       <NA>          NA          NA        NA
## NA.65        <NA>     <NA>       <NA>          NA          NA        NA
## 368          Norm     1Fam       SLvl           6           5      1962
## NA.66        <NA>     <NA>       <NA>          NA          NA        NA
## NA.67        <NA>     <NA>       <NA>          NA          NA        NA
## 372          Norm     1Fam     1.5Fin           4           4      1959
## NA.68        <NA>     <NA>       <NA>          NA          NA        NA
## 378          Norm     1Fam     2Story           8           5      2004
## 379          Norm     1Fam     1Story           9           2      2010
## NA.69        <NA>     <NA>       <NA>          NA          NA        NA
## 389          Norm     1Fam     1Story           7           5      1999
## 390          Norm     1Fam     2Story          10           5      2007
## NA.70        <NA>     <NA>       <NA>          NA          NA        NA
## NA.71        <NA>     <NA>       <NA>          NA          NA        NA
## 404          Norm     1Fam     2Story           8           5      1998
## NA.72        <NA>     <NA>       <NA>          NA          NA        NA
## NA.73        <NA>     <NA>       <NA>          NA          NA        NA
## 409          Norm     1Fam     2Story           7           5      2006
## 410          Norm     1Fam     2Story           8           5      2007
## 412          Norm   2fmCon     1Story           5           5      1955
## NA.74        <NA>     <NA>       <NA>          NA          NA        NA
## 418          Norm     1Fam     2Story           6           6      1918
## NA.75        <NA>     <NA>       <NA>          NA          NA        NA
## 423          Norm     1Fam     1Story           5           5      1954
## 424          Norm     1Fam     2Story           8           5      1998
## NA.76        <NA>     <NA>       <NA>          NA          NA        NA
## 430          Norm     1Fam     1Story           6           5      1988
## 434          Norm     1Fam     2Story           6           5      1997
## 441          Norm     1Fam     1Story          10           5      2008
## 442          Norm   Duplex     1Story           4           4      1955
## 447          Norm     1Fam     1Story           6           6      1966
## NA.77        <NA>     <NA>       <NA>          NA          NA        NA
## NA.78        <NA>     <NA>       <NA>          NA          NA        NA
## 456          Norm     1Fam     1Story           7           6      1973
## NA.79        <NA>     <NA>       <NA>          NA          NA        NA
## NA.80        <NA>     <NA>       <NA>          NA          NA        NA
## NA.81        <NA>     <NA>       <NA>          NA          NA        NA
## NA.82        <NA>     <NA>       <NA>          NA          NA        NA
## 467          Norm     1Fam     1Story           7           5      1970
## 469          Norm     1Fam     1Story           8           5      2006
## NA.83        <NA>     <NA>       <NA>          NA          NA        NA
## 472          Norm     1Fam     2Story           7           6      1977
## 474          Norm     1Fam     1Story           8           5      2006
## 476          Norm     1Fam     1Story           5           6      1963
## 478          Norm     1Fam     2Story           9           5      2006
## 481          Norm     1Fam     1Story           9           5      2004
## NA.84        <NA>     <NA>       <NA>          NA          NA        NA
## 486          Norm     1Fam     1Story           5           7      1950
## NA.85        <NA>     <NA>       <NA>          NA          NA        NA
## 493          Norm     1Fam     2Story           6           5      2006
## NA.86        <NA>     <NA>       <NA>          NA          NA        NA
## 504          Norm     1Fam     1Story           7           8      1959
## 507          Norm     1Fam     2Story           8           5      1993
## 510          Norm     1Fam     1Story           5           6      1959
## 516          Norm     1Fam     1Story          10           5      2009
## NA.87        <NA>     <NA>       <NA>          NA          NA        NA
## NA.88        <NA>     <NA>       <NA>          NA          NA        NA
## 522          Norm     1Fam     1Story           6           6      1957
## 524          PosN     1Fam     2Story          10           5      2007
## 525          Norm     1Fam     2Story           7           5      1996
## NA.89        <NA>     <NA>       <NA>          NA          NA        NA
## 531          Norm     1Fam       SLvl           6           5      1988
## NA.90        <NA>     <NA>       <NA>          NA          NA        NA
## NA.91        <NA>     <NA>       <NA>          NA          NA        NA
## NA.92        <NA>     <NA>       <NA>          NA          NA        NA
## 541          Norm     1Fam     1Story           9           5      2006
## NA.93        <NA>     <NA>       <NA>          NA          NA        NA
## NA.94        <NA>     <NA>       <NA>          NA          NA        NA
## 553          Norm     1Fam     1Story           8           5      2006
## 555          Norm     1Fam     2Story           7           5      2003
## NA.95        <NA>     <NA>       <NA>          NA          NA        NA
## NA.96        <NA>     <NA>       <NA>          NA          NA        NA
## NA.97        <NA>     <NA>       <NA>          NA          NA        NA
## NA.98        <NA>     <NA>       <NA>          NA          NA        NA
## 573          Norm     1Fam     2Story           7           5      2009
## 576          Norm     1Fam     1.5Fin           5           5      1947
## 578          Norm     1Fam       SLvl           5           6      1966
## 580          Norm     1Fam     1.5Fin           5           5      1954
## NA.99        <NA>     <NA>       <NA>          NA          NA        NA
## 582          Norm     1Fam     1Story           8           5      2008
## 583          Norm   Duplex     SFoyer           6           5      1990
## 586          Norm     1Fam     1Story           8           5      2005
## 592          Norm     1Fam     2Story          10           5      2008
## NA.100       <NA>     <NA>       <NA>          NA          NA        NA
## 595          Norm     1Fam     1Story           5           6      1975
## 599          Norm     1Fam     1Story           5           6      1977
## 603          Norm     1Fam     2Story           8           5      1992
## 605          Norm     1Fam     1Story           7           5      2002
## 606          Norm     1Fam     2Story           7           6      1965
## 607          Norm     1Fam     1Story           5           5      1996
## NA.101       <NA>     <NA>       <NA>          NA          NA        NA
## NA.102       <NA>     <NA>       <NA>          NA          NA        NA
## NA.103       <NA>     <NA>       <NA>          NA          NA        NA
## 616          Norm     1Fam     SFoyer           6           7      1963
## NA.104       <NA>     <NA>       <NA>          NA          NA        NA
## 619          Norm     1Fam     1Story           9           5      2007
## 620          Norm     1Fam     2Story           8           5      2003
## 622          Norm     1Fam     2Story           6           7      1974
## NA.105       <NA>     <NA>       <NA>          NA          NA        NA
## 625          Norm     1Fam     2Story           6           5      1972
## 626          Norm     1Fam     1Story           6           6      1962
## NA.106       <NA>     <NA>       <NA>          NA          NA        NA
## 628          Norm     1Fam       SLvl           6           6      1955
## 630          Norm     1Fam       SLvl           6           5      1964
## 633          Norm     1Fam     1Story           7           5      1977
## 634          Norm     1Fam     1Story           5           7      1954
## NA.107       <NA>     <NA>       <NA>          NA          NA        NA
## 644          Norm     1Fam     2Story           5           5      1969
## 645          Norm     1Fam     1Story           9           5      2009
## NA.108       <NA>     <NA>       <NA>          NA          NA        NA
## 648          Norm     1Fam     1Story           6           5      1953
## 655          Norm     1Fam     1Story           8           6      1995
## NA.109       <NA>     <NA>       <NA>          NA          NA        NA
## 663          Norm     1Fam     1Story           6           3      1968
## 664          Norm     1Fam     SFoyer           4           5      1972
## 666          Norm     1Fam     2Story           8           5      2000
## NA.110       <NA>     <NA>       <NA>          NA          NA        NA
## NA.111       <NA>     <NA>       <NA>          NA          NA        NA
## 670          Norm     1Fam     1Story           4           5      1922
## NA.112       <NA>     <NA>       <NA>          NA          NA        NA
## 674          Norm     1Fam     1Story           6           7      1957
## 675          Norm     1Fam     1Story           6           6      1965
## 679          Norm     1Fam     1Story           8           5      2008
## NA.113       <NA>     <NA>       <NA>          NA          NA        NA
## NA.114       <NA>     <NA>       <NA>          NA          NA        NA
## 684          Norm     1Fam     1Story           9           5      2002
## NA.115       <NA>     <NA>       <NA>          NA          NA        NA
## 687          Norm     1Fam     2Story           7           6      2007
## NA.116       <NA>     <NA>       <NA>          NA          NA        NA
## NA.117       <NA>     <NA>       <NA>          NA          NA        NA
## 692          Norm     1Fam     2Story          10           6      1994
## 701          Norm     1Fam     1Story           8           5      2002
## 702          Norm     1Fam     1Story           7           5      1969
## 703          Norm     1Fam     2Story           8           5      2006
## NA.118       <NA>     <NA>       <NA>          NA          NA        NA
## NA.119       <NA>     <NA>       <NA>          NA          NA        NA
## NA.120       <NA>     <NA>       <NA>          NA          NA        NA
## 718          Norm     1Fam     1Story           5           6      1973
## 719          Norm     1Fam     2Story           7           5      1993
## NA.121       <NA>     <NA>       <NA>          NA          NA        NA
## NA.122       <NA>     <NA>       <NA>          NA          NA        NA
## 725          Norm     1Fam     1Story           9           5      2007
## NA.123       <NA>     <NA>       <NA>          NA          NA        NA
## 729          Norm   Duplex     1Story           5           5      1958
## 734          Norm     1Fam     1Story           5           6      1961
## NA.124       <NA>     <NA>       <NA>          NA          NA        NA
## NA.125       <NA>     <NA>       <NA>          NA          NA        NA
## NA.126       <NA>     <NA>       <NA>          NA          NA        NA
## NA.127       <NA>     <NA>       <NA>          NA          NA        NA
## 754          Norm     1Fam     2Story           8           5      2005
## NA.128       <NA>     <NA>       <NA>          NA          NA        NA
## 764          Norm     1Fam     2Story           8           5      1999
## 767          Norm     1Fam     2Story           7           5      1988
## NA.129       <NA>     <NA>       <NA>          NA          NA        NA
## 773          Norm     1Fam       SLvl           6           5      1976
## 775          Norm     1Fam     1Story           8           5      2006
## 777          Norm     1Fam     1Story           7           5      2005
## 778          Norm     1Fam     1Story           5           5      1974
## NA.130       <NA>     <NA>       <NA>          NA          NA        NA
## NA.131       <NA>     <NA>       <NA>          NA          NA        NA
## NA.132       <NA>     <NA>       <NA>          NA          NA        NA
## NA.133       <NA>     <NA>       <NA>          NA          NA        NA
## 793          Norm     1Fam     2Story           7           5      1996
## NA.134       <NA>     <NA>       <NA>          NA          NA        NA
## 799          Norm     1Fam     2Story           9           5      2008
## 804          Norm     1Fam     2Story           9           5      2008
## 806          Norm     1Fam     1Story           7           5      2008
## 808          Norm     1Fam     2Story           5           6      1923
## 809          Norm     1Fam       SLvl           5           5      1966
## 810          Norm     1Fam     2.5Unf           5           5      1898
## NA.135       <NA>     <NA>       <NA>          NA          NA        NA
## NA.136       <NA>     <NA>       <NA>          NA          NA        NA
## NA.137       <NA>     <NA>       <NA>          NA          NA        NA
## 819          Norm     1Fam       SLvl           6           7      1971
## NA.138       <NA>     <NA>       <NA>          NA          NA        NA
## 825          Norm     1Fam     1Story           8           5      2006
## 826          PosN     1Fam     1Story          10           5      2007
## NA.139       <NA>     <NA>       <NA>          NA          NA        NA
## 831          Norm     1Fam     1Story           6           5      1957
## 834          Norm     1Fam     1Story           6           6      1964
## 837          Norm     1Fam     1Story           5           6      1948
## NA.140       <NA>     <NA>       <NA>          NA          NA        NA
## 843          Norm     1Fam       SLvl           6           7      1966
## 844          Norm   Duplex     1Story           5           4      1961
## 845          Norm     1Fam     1.5Fin           5           8      1915
## NA.141       <NA>     <NA>       <NA>          NA          NA        NA
## 850          Norm     1Fam       SLvl           6           7      1976
## NA.142       <NA>     <NA>       <NA>          NA          NA        NA
## NA.143       <NA>     <NA>       <NA>          NA          NA        NA
## 855          Norm     1Fam     1Story           5           4      1955
## NA.144       <NA>     <NA>       <NA>          NA          NA        NA
## NA.145       <NA>     <NA>       <NA>          NA          NA        NA
## 859          Norm     1Fam     1Story           7           5      1976
## NA.146       <NA>     <NA>       <NA>          NA          NA        NA
## 863          Norm     1Fam     1Story           6           5      1984
## NA.147       <NA>     <NA>       <NA>          NA          NA        NA
## 868          Norm     1Fam     1Story           4           5      1961
## NA.148       <NA>     <NA>       <NA>          NA          NA        NA
## 870          Norm     1Fam     2Story           7           5      1993
## 877          Norm     1Fam     1Story           4           5      1963
## 879          Norm     1Fam     SFoyer           5           7      1961
## NA.149       <NA>     <NA>       <NA>          NA          NA        NA
## NA.150       <NA>     <NA>       <NA>          NA          NA        NA
## 889          Norm     1Fam     1Story           8           6      1970
## 890          Norm     1Fam     1Story           6           4      1953
## NA.151       <NA>     <NA>       <NA>          NA          NA        NA
## 899          Norm     1Fam     1Story           9           5      2009
## NA.152       <NA>     <NA>       <NA>          NA          NA        NA
## NA.153       <NA>     <NA>       <NA>          NA          NA        NA
## 906          Norm     1Fam     1Story           5           5      1954
## 907          Norm     1Fam     1Story           8           5      2006
## 908          Norm     1Fam     1.5Fin           7           7      1936
## NA.154       <NA>     <NA>       <NA>          NA          NA        NA
## 910          Norm     1Fam     2Story           6           5      2005
## 911          Norm   Duplex     2Story           5           5      1960
## NA.155       <NA>     <NA>       <NA>          NA          NA        NA
## 914          Norm   Duplex     2Story           5           6      1949
## NA.156       <NA>     <NA>       <NA>          NA          NA        NA
## 919          Norm     1Fam     2Story           7           5      1991
## 920          Norm     1Fam     1Story           6           8      1958
## NA.157       <NA>     <NA>       <NA>          NA          NA        NA
## 927          Norm     1Fam     2Story           8           5      2003
## NA.158       <NA>     <NA>       <NA>          NA          NA        NA
## NA.159       <NA>     <NA>       <NA>          NA          NA        NA
## NA.160       <NA>     <NA>       <NA>          NA          NA        NA
## 933          Norm     1Fam     1Story           9           5      2006
## 935          Norm     1Fam     1Story           7           7      1960
## NA.161       <NA>     <NA>       <NA>          NA          NA        NA
## NA.162       <NA>     <NA>       <NA>          NA          NA        NA
## 944          Norm   Duplex     1Story           5           4      1967
## NA.163       <NA>     <NA>       <NA>          NA          NA        NA
## 946          Norm     1Fam     1.5Fin           5           6      1890
## 948          Norm     1Fam     1Story           8           5      2002
## NA.164       <NA>     <NA>       <NA>          NA          NA        NA
## 956          Norm   Duplex     2Story           6           6      1946
## NA.165       <NA>     <NA>       <NA>          NA          NA        NA
## 964          Norm     1Fam     1Story           9           5      2007
## 965          Norm     1Fam     2Story           7           5      2002
## 967          Norm     1Fam     1.5Fin           5           7      1940
## NA.166       <NA>     <NA>       <NA>          NA          NA        NA
## 974          Norm     1Fam     1Story           7           5      2007
## NA.167       <NA>     <NA>       <NA>          NA          NA        NA
## 980          Norm     1Fam     1Story           5           6      1963
## NA.168       <NA>     <NA>       <NA>          NA          NA        NA
## 982          Norm     1Fam     2Story           8           5      1998
## NA.169       <NA>     <NA>       <NA>          NA          NA        NA
## 988          Norm     1Fam     1Story           9           5      2009
## NA.170       <NA>     <NA>       <NA>          NA          NA        NA
## 991          Norm     1Fam     2Story           8           5      1997
## 992          Norm     1Fam     2Story           8           9      1882
## 993          Norm     1Fam     2Story           6           8      1964
## 995          Norm     1Fam     1Story          10           5      2006
## NA.171       <NA>     <NA>       <NA>          NA          NA        NA
## NA.172       <NA>     <NA>       <NA>          NA          NA        NA
## NA.173       <NA>     <NA>       <NA>          NA          NA        NA
## NA.174       <NA>     <NA>       <NA>          NA          NA        NA
## 1011         Norm     1Fam     1.5Fin           5           5      1948
## NA.175       <NA>     <NA>       <NA>          NA          NA        NA
## NA.176       <NA>     <NA>       <NA>          NA          NA        NA
## NA.177       <NA>     <NA>       <NA>          NA          NA        NA
## NA.178       <NA>     <NA>       <NA>          NA          NA        NA
## 1032         Norm     1Fam     2.5Fin           7           3      1920
## NA.179       <NA>     <NA>       <NA>          NA          NA        NA
## NA.180       <NA>     <NA>       <NA>          NA          NA        NA
## NA.181       <NA>     <NA>       <NA>          NA          NA        NA
## 1037         Norm     1Fam     1Story           9           5      2007
## NA.182       <NA>     <NA>       <NA>          NA          NA        NA
## 1041         Norm     1Fam     1Story           5           4      1957
## NA.183       <NA>     <NA>       <NA>          NA          NA        NA
## 1044         Norm     1Fam     2Story           7           5      1990
## 1045         Norm     1Fam     1Story           8           5      1981
## NA.184       <NA>     <NA>       <NA>          NA          NA        NA
## 1047         Norm     1Fam     2Story           9           5      2005
## 1049         Norm     1Fam     1Story           5           4      1960
## 1052         Norm     1Fam     1Story           7           5      2007
## 1053         Norm     1Fam     2Story           6           6      1964
## 1055         Norm     1Fam     2Story           8           5      2002
## 1056         Norm     1Fam     1Story           6           5      1976
## NA.185       <NA>     <NA>       <NA>          NA          NA        NA
## 1059         Norm     1Fam     2Story           9           5      2008
## NA.186       <NA>     <NA>       <NA>          NA          NA        NA
## 1062         Norm     1Fam     1Story           3           4      1935
## 1063         Norm   2fmCon     2Story           5           5      1900
## NA.187       <NA>     <NA>       <NA>          NA          NA        NA
## 1066         Norm     1Fam     2Story           7           5      1996
## 1068         Norm     1Fam     2Story           6           6      1964
## NA.188       <NA>     <NA>       <NA>          NA          NA        NA
## 1081         Norm     1Fam     1Story           6           7      1971
## 1084         Norm     1Fam     1Story           6           6      1964
## NA.189       <NA>     <NA>       <NA>          NA          NA        NA
## NA.190       <NA>     <NA>       <NA>          NA          NA        NA
## 1088         Norm     1Fam     2Story           8           5      2005
## NA.191       <NA>     <NA>       <NA>          NA          NA        NA
## 1100         Norm     1Fam     1Story           7           5      1978
## 1106         Norm     1Fam     2Story           8           5      1994
## 1107         Norm     1Fam     1Story           7           5      1990
## 1108         Norm     1Fam     2Story           7           5      2006
## NA.192       <NA>     <NA>       <NA>          NA          NA        NA
## 1110         Norm     1Fam     1Story           8           5      2004
## NA.193       <NA>     <NA>       <NA>          NA          NA        NA
## 1112         Norm     1Fam     2Story           7           6      1976
## 1115         Norm     1Fam     1Story           5           7      1954
## 1116         Norm     1Fam     1Story           8           5      2007
## NA.194       <NA>     <NA>       <NA>          NA          NA        NA
## 1119         Norm     1Fam       SLvl           5           6      1958
## 1122         Norm     1Fam     1Story           7           5      2005
## NA.195       <NA>     <NA>       <NA>          NA          NA        NA
## NA.196       <NA>     <NA>       <NA>          NA          NA        NA
## 1128         Norm     1Fam     1Story           7           5      2004
## 1133         Norm     1Fam     2Story           6           4      1880
## 1134         Norm     1Fam     2Story           8           5      1995
## 1137         Norm     1Fam     1.5Fin           6           5      1950
## NA.197       <NA>     <NA>       <NA>          NA          NA        NA
## 1140         Norm     1Fam     1Story           5           5      1920
## NA.198       <NA>     <NA>       <NA>          NA          NA        NA
## NA.199       <NA>     <NA>       <NA>          NA          NA        NA
## NA.200       <NA>     <NA>       <NA>          NA          NA        NA
## NA.201       <NA>     <NA>       <NA>          NA          NA        NA
## 1152         Norm     1Fam     1Story           5           4      1959
## 1153         Norm     1Fam     1Story           6           7      1956
## NA.202       <NA>     <NA>       <NA>          NA          NA        NA
## NA.203       <NA>     <NA>       <NA>          NA          NA        NA
## 1156         Norm     1Fam     1Story           5           8      1976
## 1157         Norm     1Fam       SLvl           5           8      1965
## 1159         Norm     1Fam     1Story           8           5      2007
## NA.204       <NA>     <NA>       <NA>          NA          NA        NA
## 1163         Norm     1Fam     1Story           5           5      1968
## NA.205       <NA>     <NA>       <NA>          NA          NA        NA
## 1169         Norm     1Fam     2Story           6           7      1935
## 1170         Norm     1Fam     2Story          10           5      1995
## 1174         Norm     1Fam     1.5Fin           5           6      1946
## 1175         Norm     1Fam     2Story           6           8      1932
## 1176         Norm     1Fam     1.5Fin           8           5      1992
## NA.206       <NA>     <NA>       <NA>          NA          NA        NA
## NA.207       <NA>     <NA>       <NA>          NA          NA        NA
## 1183         Norm     1Fam     2Story          10           5      1996
## 1187       Artery   2fmCon     2Story           3           5      1900
## 1188         Norm     1Fam     1Story           8           5      1994
## NA.208       <NA>     <NA>       <NA>          NA          NA        NA
## NA.209       <NA>     <NA>       <NA>          NA          NA        NA
## 1195         Norm     1Fam     2Story           6           7      1969
## 1202         Norm     1Fam     2Story           7           5      1998
## 1206         Norm     1Fam     1Story           7           7      1990
## NA.210       <NA>     <NA>       <NA>          NA          NA        NA
## 1210         Norm     1Fam     1Story           8           5      2006
## 1212         Norm     1Fam     1.5Fin           8           7      1988
## NA.211       <NA>     <NA>       <NA>          NA          NA        NA
## 1216         Norm     1Fam     1Story           5           5      1966
## 1224         Norm     1Fam     1Story           5           3      1951
## 1227         Norm     1Fam     2Story           6           5      2007
## NA.212       <NA>     <NA>       <NA>          NA          NA        NA
## NA.213       <NA>     <NA>       <NA>          NA          NA        NA
## 1236         Norm     1Fam     2Story           5           5      1914
## 1242         Norm     1Fam     1Story           7           6      2007
## 1243         Norm     1Fam     SFoyer           7           6      1974
## 1244         Norm     1Fam     1Story          10           5      2006
## NA.214       <NA>     <NA>       <NA>          NA          NA        NA
## NA.215       <NA>     <NA>       <NA>          NA          NA        NA
## 1251         Norm     1Fam     1Story           7           5      1968
## NA.216       <NA>     <NA>       <NA>          NA          NA        NA
## NA.217       <NA>     <NA>       <NA>          NA          NA        NA
## 1257         Norm     1Fam     1Story           8           5      1994
## NA.218       <NA>     <NA>       <NA>          NA          NA        NA
## 1262         Norm     1Fam     1Story           5           6      1956
## NA.219       <NA>     <NA>       <NA>          NA          NA        NA
## 1268         Norm     1Fam     1Story           9           5      2008
## NA.220       <NA>     <NA>       <NA>          NA          NA        NA
## NA.221       <NA>     <NA>       <NA>          NA          NA        NA
## NA.222       <NA>     <NA>       <NA>          NA          NA        NA
## NA.223       <NA>     <NA>       <NA>          NA          NA        NA
## 1274         Norm     1Fam       SLvl           6           7      1959
## 1276         Norm   Duplex     2Story           5           5      1948
## NA.224       <NA>     <NA>       <NA>          NA          NA        NA
## NA.225       <NA>     <NA>       <NA>          NA          NA        NA
## 1284         Norm   Duplex     2Story           6           5      1971
## NA.226       <NA>     <NA>       <NA>          NA          NA        NA
## NA.227       <NA>     <NA>       <NA>          NA          NA        NA
## 1290         Norm     1Fam     2Story           8           5      2006
## NA.228       <NA>     <NA>       <NA>          NA          NA        NA
## 1297         Norm     1Fam     1Story           5           6      1963
## 1299         Norm     1Fam     2Story          10           5      2008
## NA.229       <NA>     <NA>       <NA>          NA          NA        NA
## NA.230       <NA>     <NA>       <NA>          NA          NA        NA
## 1303         Norm     1Fam     2Story           8           5      1994
## 1306         Norm     1Fam     1Story           9           5      2006
## 1309         Norm     1Fam     1Story           5           7      1948
## NA.231       <NA>     <NA>       <NA>          NA          NA        NA
## 1311         Norm     1Fam     1Story           7           8      1959
## NA.232       <NA>     <NA>       <NA>          NA          NA        NA
## 1314         Norm     1Fam     2Story           9           5      1999
## 1316         Norm     1Fam     2Story           6           5      1969
## NA.233       <NA>     <NA>       <NA>          NA          NA        NA
## NA.234       <NA>     <NA>       <NA>          NA          NA        NA
## 1323         Norm     1Fam     2Story           7           5      1992
## 1331         Norm     1Fam     1Story           8           5      2006
## 1336         Norm     1Fam     1Story           6           5      1977
## 1337         Norm   Duplex     1Story           5           5      1973
## 1338         Norm     1Fam     1Story           4           4      1941
## 1339         Norm     1Fam     2Story           7           5      2002
## 1340         Norm     1Fam     1Story           5           7      1972
## NA.235       <NA>     <NA>       <NA>          NA          NA        NA
## 1345         Norm     1Fam     2Story           7           5      2006
## NA.236       <NA>     <NA>       <NA>          NA          NA        NA
## 1348         Norm     1Fam     1Story           8           5      2006
## NA.237       <NA>     <NA>       <NA>          NA          NA        NA
## 1351         Norm   Duplex     2Story           5           5      1969
## NA.238       <NA>     <NA>       <NA>          NA          NA        NA
## 1356         Norm     1Fam       SLvl           7           6      1968
## NA.239       <NA>     <NA>       <NA>          NA          NA        NA
## NA.240       <NA>     <NA>       <NA>          NA          NA        NA
## NA.241       <NA>     <NA>       <NA>          NA          NA        NA
## 1360         Norm     1Fam     1Story           9           5      2004
## 1362         Norm     1Fam     1Story           7           5      2005
## NA.242       <NA>     <NA>       <NA>          NA          NA        NA
## NA.243       <NA>     <NA>       <NA>          NA          NA        NA
## NA.244       <NA>     <NA>       <NA>          NA          NA        NA
## 1371         Norm     1Fam     1.5Fin           4           6      1920
## 1372         Norm     1Fam       SLvl           6           6      1955
## NA.245       <NA>     <NA>       <NA>          NA          NA        NA
## 1375         Norm     1Fam     2Story           7           5      2005
## 1376         Norm     1Fam     1Story           8           5      2007
## NA.246       <NA>     <NA>       <NA>          NA          NA        NA
## NA.247       <NA>     <NA>       <NA>          NA          NA        NA
## 1387         Norm     1Fam     2Story           7           5      1978
## 1396         Norm     1Fam     2Story           8           5      2005
## NA.248       <NA>     <NA>       <NA>          NA          NA        NA
## NA.249       <NA>     <NA>       <NA>          NA          NA        NA
## 1412         Norm     1Fam     1.5Fin           6           8      1950
## 1414         Norm     1Fam     1Story           8           5      2005
## NA.250       <NA>     <NA>       <NA>          NA          NA        NA
## NA.251       <NA>     <NA>       <NA>          NA          NA        NA
## 1421         Norm     1Fam     2Story           6           6      1968
## NA.252       <NA>     <NA>       <NA>          NA          NA        NA
## NA.253       <NA>     <NA>       <NA>          NA          NA        NA
## 1426         Norm     1Fam     1Story           6           6      1959
## 1427         Norm     1Fam     2Story           7           5      1994
## NA.254       <NA>     <NA>       <NA>          NA          NA        NA
## NA.255       <NA>     <NA>       <NA>          NA          NA        NA
## 1434         Norm     1Fam     2Story           6           5      2000
## 1435         Norm     1Fam     1Story           5           5      1977
## 1436         Norm     1Fam     1Story           6           9      1962
## 1438         Norm     1Fam     1Story           8           5      2008
## 1439         Norm     1Fam     1Story           6           7      1957
## 1440         Norm     1Fam       SLvl           7           6      1979
## NA.256       <NA>     <NA>       <NA>          NA          NA        NA
## 1443         Norm     1Fam     2Story          10           5      2008
## NA.257       <NA>     <NA>       <NA>          NA          NA        NA
## NA.258       <NA>     <NA>       <NA>          NA          NA        NA
## 1448         Norm     1Fam     2Story           8           5      1995
## 1454         Norm     1Fam     1Story           5           5      2006
## 1457         Norm     1Fam     1Story           6           6      1978
##        YearRemodAdd RoofStyle RoofMatl Exterior1st Exterior2nd MasVnrType
## 2              1976     Gable  CompShg     MetalSd     MetalSd       None
## 5              2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 6              1995     Gable  CompShg     VinylSd     VinylSd       None
## NA               NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 12             2006       Hip  CompShg     WdShing     Wd Shng      Stone
## NA.1             NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 14             2007     Gable  CompShg     VinylSd     VinylSd      Stone
## NA.2             NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.3             NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 21             2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## NA.4             NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 26             2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 28             2008     Gable  CompShg     VinylSd     VinylSd      Stone
## NA.5             NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 33             2007     Gable  CompShg     VinylSd     VinylSd       None
## 36             2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 37             1995     Gable  CompShg     VinylSd     VinylSd       None
## 41             1965     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 42             1959     Gable  CompShg     VinylSd     VinylSd       None
## NA.6             NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.7             NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 48             2006     Gable  CompShg     VinylSd     VinylSd       None
## NA.8             NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 53             1963     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 56             1964     Gable  CompShg     HdBoard     Plywood    BrkFace
## 58             2004     Gable  CompShg     VinylSd     VinylSd       None
## NA.9             NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.10            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 70             1953     Gable  CompShg     BrkFace     AsbShng       None
## 71             1973     Gable  CompShg     Plywood     Plywood    BrkFace
## 74             2003     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## NA.11            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 81             1968     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 84             1960     Gable  CompShg     MetalSd     MetalSd     BrkCmn
## NA.12            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 86             1992       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 87             2005     Gable  CompShg     VinylSd     VinylSd       None
## 89             1982       Hip  CompShg     Plywood     Plywood       None
## 92             1961       Hip  CompShg     HdBoard     HdBoard     BrkCmn
## 93             2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## NA.13            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 99             1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## NA.14            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 104            2009     Gable  CompShg     VinylSd     VinylSd       None
## NA.15            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 109            2005     Gable  CompShg     CemntBd     CmentBd       None
## 110            1977       Hip  CompShg     Plywood     Plywood    BrkFace
## NA.16            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.17            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.18            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 119            1990       Hip  CompShg     Plywood     Plywood       None
## NA.19            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.20            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 131            1966     Gable  CompShg     MetalSd     MetalSd    BrkFace
## NA.21            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.22            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 136            1970       Hip  CompShg     Plywood     Plywood    BrkFace
## NA.23            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 138            1989     Gable  CompShg     VinylSd     VinylSd    BrkFace
## NA.24            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.25            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 151            1975     Gable  CompShg     HdBoard     HdBoard       None
## 152            2008       Hip  CompShg     VinylSd     VinylSd      Stone
## NA.26            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.27            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 155            1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 158            2010     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 159            2005     Gable  CompShg     VinylSd     VinylSd       None
## 160            2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## NA.28            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 162            2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 163            2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## NA.29            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 168            2007     Gable  CompShg     VinylSd     VinylSd      Stone
## NA.30            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.31            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 172            1960       Hip  CompShg     BrkFace     Plywood      Stone
## 174            1961     Gable  CompShg     WdShing     Wd Shng     BrkCmn
## 176            2001     Gable  CompShg     WdShing     Wd Shng       None
## 177            1989     Gable  CompShg     Plywood     Plywood    BrkFace
## NA.32            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.33            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 185            1991     Gable  CompShg     AsbShng     Plywood       None
## 186            1993     Gable  WdShngl     Wd Sdng     Wd Sdng       None
## NA.34            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.35            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 198            1990     Gable  CompShg      Stucco      Stucco       None
## 199            1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 201            2004     Gable  CompShg     VinylSd     VinylSd       None
## NA.36            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 206            1990     Gable  CompShg     HdBoard     HdBoard       None
## NA.37            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.38            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 212            2009     Gable  CompShg     VinylSd     VinylSd       None
## NA.39            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.40            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.41            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 223            1975     Gable  CompShg     VinylSd     VinylSd       None
## 225            2003       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 227            1995     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 232            1996     Gable  CompShg     VinylSd     VinylSd    BrkFace
## NA.42            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.43            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 239            2007       Hip  CompShg     VinylSd     VinylSd    BrkFace
## NA.44            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 246            1988     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## NA.45            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 254            1991       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 259            2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 261            1962     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 263            1995     Gable  CompShg     HdBoard     Plywood    BrkFace
## NA.46            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 271            2006     Gable  CompShg     VinylSd     VinylSd       None
## 273            2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 274            1988       Hip  CompShg     Wd Sdng     Wd Sdng     BrkCmn
## 277            2003     Gable  CompShg     VinylSd     VinylSd       None
## 278            1951     Gable  CompShg     VinylSd     VinylSd       None
## 279            2007     Gable  CompShg     CemntBd     CmentBd    BrkFace
## 280            1977       Hip  CompShg     Plywood     Plywood    BrkFace
## 281            1989     Gable  CompShg     Plywood     Plywood    BrkFace
## NA.47            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.48            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 291            2006     Gable  CompShg     VinylSd     VinylSd       None
## NA.49            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 295            1953       Hip  CompShg     HdBoard     HdBoard      Stone
## 299            1968   Mansard  CompShg     HdBoard     AsphShn    BrkFace
## 300            2004     Gable  CompShg     HdBoard     HdBoard       None
## 301            1953       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 303            2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 305            2002     Gable  CompShg     CemntBd     CmentBd       None
## 306            2005     Gable  CompShg     CemntBd     CmentBd      Stone
## 307            1991     Gable  CompShg     HdBoard     Plywood    BrkFace
## NA.50            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.51            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 310            2004     Gable  CompShg     VinylSd     VinylSd       None
## NA.52            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 314            1965       Hip  CompShg     BrkFace     BrkFace       None
## 317            1980     Gable  CompShg     CemntBd     CmentBd    BrkFace
## 319            1993     Gable  CompShg     HdBoard     HdBoard    BrkFace
## NA.53            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 321            2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 322            2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 323            1987     Gable  CompShg     Plywood     Plywood    BrkFace
## 325            2007   Mansard  WdShake     Wd Sdng     Wd Sdng    BrkFace
## 328            1960       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## NA.54            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.55            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 333            2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## NA.56            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 337            2006       Hip  CompShg     VinylSd     VinylSd      Stone
## 339            1998     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 341            2002     Gable  CompShg     VinylSd     VinylSd       None
## NA.57            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.58            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.59            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.60            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 356            1995     Gable  CompShg     VinylSd     VinylSd       None
## NA.61            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 359            1958       Hip  CompShg     Wd Sdng     ImStucc    BrkFace
## NA.62            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.63            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.64            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.65            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 368            1962     Gable  Tar&Grv     Plywood     Plywood    BrkFace
## NA.66            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.67            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 372            1959     Gable  CompShg     WdShing     Plywood       None
## NA.68            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 378            2005     Gable  CompShg     CemntBd     CmentBd       None
## 379            2010       Hip  CompShg     VinylSd     VinylSd      Stone
## NA.69            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 389            2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 390            2008     Gable  CompShg     VinylSd     VinylSd      Stone
## NA.70            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.71            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 404            1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## NA.72            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.73            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 409            2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 410            2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 412            1955       Hip  CompShg     Wd Sdng     Wd Sdng       None
## NA.74            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 418            1950       Hip  CompShg     Wd Sdng      Stucco       None
## NA.75            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 423            1954       Hip  CompShg     HdBoard     HdBoard       None
## 424            1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## NA.76            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 430            1988     Gable  CompShg     HdBoard     HdBoard       None
## 434            1998     Gable  CompShg     VinylSd     VinylSd       None
## 441            2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 442            1955     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 447            2002     Gable  CompShg     BrkFace     Plywood       None
## NA.77            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.78            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 456            1973       Hip  CompShg     HdBoard     HdBoard    BrkFace
## NA.79            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.80            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.81            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.82            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 467            1970      Flat  Tar&Grv     Plywood     Plywood       None
## 469            2006     Gable  CompShg     VinylSd     VinylSd      Stone
## NA.83            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 472            1977   Mansard  WdShake     WdShing     Plywood       None
## 474            2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 476            1963       Hip  CompShg     HdBoard     HdBoard       None
## 478            2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 481            2005       Hip  CompShg     VinylSd     VinylSd    BrkFace
## NA.84            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 486            2007     Gable  CompShg     MetalSd     MetalSd       None
## NA.85            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 493            2006     Gable  CompShg     VinylSd     VinylSd       None
## NA.86            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 504            1997     Gable  CompShg     BrkFace     Wd Sdng       None
## 507            1994     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 510            1959     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 516            2009       Hip  CompShg     CemntBd     CmentBd    BrkFace
## NA.87            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.88            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 522            1957     Gable  CompShg     VinylSd     VinylSd       None
## 524            2008       Hip  CompShg     CemntBd     CmentBd      Stone
## 525            1997     Gable  CompShg     VinylSd     VinylSd    BrkFace
## NA.89            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 531            1989     Gable  CompShg     HdBoard     HdBoard    BrkFace
## NA.90            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.91            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.92            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 541            2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## NA.93            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.94            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 553            2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 555            2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## NA.95            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.96            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.97            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.98            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 573            2009     Gable  CompShg     VinylSd     VinylSd       None
## 576            1950     Gable  CompShg     MetalSd     MetalSd       None
## 578            1966     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 580            1954     Gable  CompShg     MetalSd     MetalSd    BrkFace
## NA.99            NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 582            2009       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 583            1990     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 586            2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 592            2008     Gable  CompShg     CemntBd     CmentBd      Stone
## NA.100           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 595            1975       Hip  CompShg     HdBoard     HdBoard       None
## 599            1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 603            1992     Gable  CompShg     HdBoard     HdBoard       None
## 605            2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 606            1990     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 607            1996     Gable  CompShg     VinylSd     VinylSd       None
## NA.101           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.102           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.103           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 616            1963     Gable  CompShg     MetalSd     MetalSd    BrkFace
## NA.104           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 619            2007       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 620            2003       Hip  CompShg     VinylSd     VinylSd      Stone
## 622            1997     Gable  CompShg     HdBoard     HdBoard       None
## NA.105           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 625            1972     Gable  CompShg     VinylSd     VinylSd       None
## 626            1962       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## NA.106           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 628            1972     Gable  CompShg     AsbShng     AsbShng    BrkFace
## 630            1964     Gable  WdShngl     Plywood     Wd Sdng    BrkFace
## 633            1977       Hip  CompShg     Plywood     Plywood    BrkFace
## 634            2005     Gable  CompShg     Wd Sdng     Wd Sdng       None
## NA.107           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 644            1969   Mansard  CompShg     WdShing     HdBoard    BrkFace
## 645            2009     Gable  CompShg     CemntBd     CmentBd      Stone
## NA.108           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 648            1953       Hip  CompShg     Wd Sdng     Wd Sdng      Stone
## 655            1995       Hip  CompShg     MetalSd     MetalSd    BrkFace
## NA.109           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 663            1968       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 664            1972     Gable  CompShg     Plywood     Plywood       None
## 666            2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## NA.110           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.111           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 670            1950     Gable  CompShg     MetalSd     MetalSd       None
## NA.112           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 674            2004       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 675            1965     Gable  CompShg     HdBoard     HdBoard       None
## 679            2008       Hip  CompShg     VinylSd     VinylSd      Stone
## NA.113           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.114           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 684            2002       Hip  CompShg     VinylSd     VinylSd      Stone
## NA.115           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 687            2007     Gable  CompShg     VinylSd     VinylSd       None
## NA.116           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.117           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 692            1995     Gable  WdShngl     HdBoard     HdBoard    BrkFace
## 701            2002       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 702            1969       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 703            2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## NA.118           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.119           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.120           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 718            2000     Gable  CompShg     HdBoard     HdBoard       None
## 719            1994       Hip  CompShg     Wd Sdng     ImStucc    BrkFace
## NA.121           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.122           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 725            2008       Hip  CompShg     CemntBd     CmentBd      Stone
## NA.123           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 729            1958     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 734            1983       Hip  CompShg     HdBoard     HdBoard       None
## NA.124           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.125           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.126           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.127           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 754            2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## NA.128           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 764            1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 767            1988     Gable  CompShg     HdBoard     HdBoard    BrkFace
## NA.129           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 773            1976     Gable  CompShg     Plywood     Plywood       None
## 775            2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 777            2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 778            1974       Hip  CompShg     HdBoard     Plywood       None
## NA.130           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.131           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.132           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.133           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 793            1997     Gable  CompShg     MetalSd     MetalSd       None
## NA.134           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 799            2009       Hip  CompShg     VinylSd     VinylSd      Stone
## 804            2009       Hip  CompShg     VinylSd     VinylSd      Stone
## 806            2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 808            2004     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 809            1966     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 810            1965       Hip  CompShg     AsbShng     AsbShng       None
## NA.135           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.136           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.137           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 819            1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## NA.138           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 825            2006     Gable  CompShg     VinylSd     VinylSd       None
## 826            2008       Hip  CompShg     CemntBd     CmentBd    BrkFace
## NA.139           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 831            1957     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 834            1964     Gable  CompShg     HdBoard     Plywood    BrkFace
## 837            1973     Gable  CompShg     VinylSd     VinylSd       None
## NA.140           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 843            1966     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 844            1961     Gable  CompShg     BrkFace     BrkFace       None
## 845            1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## NA.141           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 850            1994       Hip  CompShg     Plywood     Plywood    BrkFace
## NA.142           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.143           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 855            1974       Hip  CompShg     Wd Sdng     Plywood       None
## NA.144           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.145           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 859            1976     Gable  CompShg     HdBoard     HdBoard    BrkFace
## NA.146           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 863            1985       Hip  CompShg     HdBoard     Plywood       None
## NA.147           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 868            1961     Gable  CompShg     VinylSd     VinylSd       None
## NA.148           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 870            1994     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 877            1963     Gable  CompShg     HdBoard     Plywood       None
## 879            1995     Gable  CompShg     HdBoard     HdBoard       None
## NA.149           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.150           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 889            1970      Flat  Tar&Grv     Wd Sdng     Wd Sdng       None
## 890            1953       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## NA.151           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 899            2010       Hip  CompShg     VinylSd     VinylSd      Stone
## NA.152           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.153           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 906            1954     Gable  CompShg     HdBoard     HdBoard      Stone
## 907            2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 908            1987     Gable  CompShg     BrkFace     BrkFace       None
## NA.154           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 910            2005     Gable  CompShg     VinylSd     VinylSd       None
## 911            1960     Gable  CompShg     MetalSd     MetalSd    BrkFace
## NA.155           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 914            1950     Gable  CompShg     MetalSd     MetalSd       None
## NA.156           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 919            1991     Gable  CompShg     HdBoard     HdBoard       None
## 920            2002       Hip  CompShg     MetalSd     MetalSd       None
## NA.157           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 927            2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## NA.158           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.159           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.160           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 933            2006       Hip  CompShg     VinylSd     ImStucc      Stone
## 935            2007      Flat  Tar&Grv     Wd Sdng     Wd Sdng       None
## NA.161           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.162           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 944            1967     Gable  CompShg     HdBoard     Plywood       None
## NA.163           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 946            1996       Hip  CompShg     VinylSd     VinylSd       None
## 948            2003       Hip  CompShg     VinylSd     VinylSd    BrkFace
## NA.164           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 956            1950     Gable  CompShg     MetalSd     MetalSd    BrkFace
## NA.165           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 964            2007     Gable  CompShg     VinylSd     VinylSd       None
## 965            2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 967            1950     Gable  CompShg     MetalSd     MetalSd       None
## NA.166           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 974            2008     Gable  CompShg     CemntBd     CmentBd       <NA>
## NA.167           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 980            1963     Gable  CompShg     VinylSd     VinylSd       None
## NA.168           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 982            1999       Hip  CompShg     VinylSd     VinylSd    BrkFace
## NA.169           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 988            2010       Hip  CompShg     VinylSd     VinylSd      Stone
## NA.170           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 991            1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 992            1986     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 993            1993       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 995            2007       Hip  CompShg     CemntBd     CmentBd      Stone
## NA.171           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.172           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.173           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.174           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1011           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## NA.175           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.176           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.177           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.178           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1032           1970     Gable  CompShg     Wd Sdng     Plywood       None
## NA.179           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.180           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.181           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1037           2008       Hip  CompShg     VinylSd     VinylSd      Stone
## NA.182           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1041           2000     Gable  CompShg     Wd Sdng     Wd Sdng     BrkCmn
## NA.183           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1044           1990       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1045           1981       Hip  WdShngl     BrkFace     BrkFace       None
## NA.184           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1047           2006       Hip  CompShg     CemntBd     CmentBd      Stone
## 1049           2006       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1052           2007     Gable  CompShg     VinylSd     VinylSd       None
## 1053           1978     Gable  CompShg     VinylSd     VinylSd     BrkCmn
## 1055           2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1056           1976     Gable  CompShg     Plywood     Plywood    BrkFace
## NA.185           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1059           2008     Gable  CompShg     VinylSd     VinylSd      Stone
## NA.186           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1062           1950     Gable  CompShg     MetalSd     MetalSd       None
## 1063           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## NA.187           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1066           1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1068           1964     Gable  CompShg     HdBoard     HdBoard    BrkFace
## NA.188           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1081           2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1084           1964       Hip  CompShg     HdBoard     HdBoard    BrkFace
## NA.189           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.190           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1088           2006     Gable  CompShg     VinylSd     VinylSd       None
## NA.191           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1100           1978     Gable  CompShg     Plywood     Plywood    BrkFace
## 1106           1995     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1107           1991       Hip  CompShg     HdBoard     HdBoard       None
## 1108           2006     Gable  CompShg     VinylSd     VinylSd       None
## NA.192           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1110           2005     Gable  CompShg     MetalSd     MetalSd      Stone
## NA.193           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1112           1976       Hip  CompShg     Plywood     Plywood    BrkFace
## 1115           2000     Gable  CompShg     MetalSd     MetalSd       None
## 1116           2007       Hip  CompShg     VinylSd     VinylSd      Stone
## NA.194           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1119           1987     Gable  CompShg     MetalSd     MetalSd       None
## 1122           2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## NA.195           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.196           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1128           2004       Hip  CompShg     VinylSd     VinylSd       None
## 1133           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1134           1995     Gable  CompShg     VinylSd     VinylSd       None
## 1137           1950     Gable  CompShg     VinylSd     VinylSd       None
## NA.197           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1140           1950     Gable  CompShg      Stucco      Stucco       None
## NA.198           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.199           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.200           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.201           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1152           1959     Gable  CompShg     HdBoard     Plywood    BrkFace
## 1153           2004     Gable  CompShg       Stone       Stone       None
## NA.202           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.203           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1156           2004     Gable  CompShg     Plywood     Plywood       None
## 1157           1999     Gable  CompShg     BrkFace     BrkFace       None
## 1159           2008     Gable  CompShg     VinylSd     VinylSd      Stone
## NA.204           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1163           1968     Gable  CompShg     VinylSd     VinylSd       None
## NA.205           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1169           1986       Hip  CompShg      Stucco      Stucco       None
## 1170           1996       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1174           1994     Gable  CompShg     MetalSd     MetalSd       None
## 1175           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1176           2000       Hip  CompShg     HdBoard     HdBoard    BrkFace
## NA.206           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.207           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1183           1996       Hip  CompShg     Wd Sdng     ImStucc       None
## 1187           1970     Gable  CompShg     HdBoard     HdBoard       None
## 1188           1995     Gable  CompShg     ImStucc     ImStucc       None
## NA.208           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.209           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1195           1969     Gable  CompShg     HdBoard     HdBoard      Stone
## 1202           1998     Gable  CompShg     VinylSd     VinylSd       None
## 1206           1991       Hip  CompShg     HdBoard     HdBoard    BrkFace
## NA.210           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1210           2006       Hip  CompShg     VinylSd     VinylSd      Stone
## 1212           2005     Gable  CompShg     Wd Sdng     Wd Sdng       None
## NA.211           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1216           1966     Gable  CompShg     VinylSd     VinylSd       None
## 1224           1951       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 1227           2007     Gable  CompShg     VinylSd     VinylSd      Stone
## NA.212           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.213           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1236           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1242           2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 1243           1974     Gable  CompShg     Plywood     Plywood    BrkFace
## 1244           2006     Gable  CompShg     VinylSd     VinylSd       <NA>
## NA.214           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.215           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1251           1968       Hip  CompShg     BrkFace     BrkFace       None
## NA.216           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.217           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1257           1994       Hip  CompShg     HdBoard     HdBoard    BrkFace
## NA.218           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1262           1956       Hip  CompShg     MetalSd     MetalSd       None
## NA.219           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1268           2009       Hip  CompShg      Stucco     CmentBd       None
## NA.220           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.221           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.222           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.223           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1274           2006     Gable  CompShg     Plywood     Plywood    BrkFace
## 1276           1950     Gable     Roll     AsbShng     AsbShng      Stone
## NA.224           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.225           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1284           1971   Mansard  CompShg     MetalSd     Wd Shng       None
## NA.226           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.227           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1290           2006     Gable  CompShg     VinylSd     VinylSd      Stone
## NA.228           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1297           1963       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1299           2008       Hip  ClyTile      Stucco      Stucco      Stone
## NA.229           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.230           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1303           1994       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1306           2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 1309           2005     Gable  CompShg     MetalSd     MetalSd       None
## NA.231           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1311           2002     Gable  CompShg     BrkFace     HdBoard       None
## NA.232           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1314           1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1316           1969     Gable  CompShg     HdBoard     HdBoard       None
## NA.233           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.234           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1323           1992     Gable  CompShg     HdBoard     HdBoard       None
## 1331           2006       Hip  CompShg     VinylSd     VinylSd      Stone
## 1336           1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 1337           1973     Gable  CompShg     Plywood     Plywood    BrkFace
## 1338           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1339           2002     Gable  CompShg     VinylSd     VinylSd       None
## 1340           1972       Hip  CompShg     MetalSd     MetalSd       None
## NA.235           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1345           2006     Gable  CompShg     VinylSd     VinylSd       None
## NA.236           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1348           2007     Gable  CompShg     VinylSd     VinylSd      Stone
## NA.237           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1351           1969     Gable  CompShg     MetalSd     MetalSd    BrkFace
## NA.238           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1356           1992     Gable  CompShg     MetalSd     MetalSd    BrkFace
## NA.239           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.240           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.241           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1360           2005       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1362           2005       Hip  CompShg     VinylSd     VinylSd      Stone
## NA.242           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.243           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.244           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1371           1950     Gable  CompShg      CBlock      CBlock       None
## 1372           1996       Hip  CompShg     AsbShng     AsbShng       None
## NA.245           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1375           2005     Gable  CompShg     CemntBd     CmentBd       None
## 1376           2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## NA.246           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.247           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1387           1978     Gable  CompShg     Plywood     Plywood    BrkFace
## 1396           2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## NA.248           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.249           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1412           2005     Gable  CompShg     VinylSd     VinylSd       None
## 1414           2006     Gable  CompShg     VinylSd     VinylSd      Stone
## NA.250           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.251           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1421           1968     Gable  CompShg     HdBoard     HdBoard    BrkFace
## NA.252           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.253           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1426           1959       Hip  CompShg     HdBoard     HdBoard      Stone
## 1427           1994     Gable  CompShg     VinylSd     VinylSd    BrkFace
## NA.254           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.255           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1434           2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1435           1977     Gable  CompShg     BrkFace     BrkFace       None
## 1436           2005     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 1438           2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 1439           1996     Gable  CompShg     MetalSd     MetalSd       None
## 1440           1979       Hip  CompShg     HdBoard     HdBoard    BrkFace
## NA.256           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1443           2008     Gable  CompShg     VinylSd     VinylSd      Stone
## NA.257           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## NA.258           NA      <NA>     <NA>        <NA>        <NA>       <NA>
## 1448           1996     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1454           2006     Gable  CompShg     VinylSd     VinylSd       None
## 1457           1988     Gable  CompShg     Plywood     Plywood      Stone
##        MasVnrArea ExterQual ExterCond Foundation BsmtQual BsmtCond BsmtExposure
## 2               0        TA        TA     CBlock       Gd       TA           Gd
## 5             350        Gd        TA      PConc       Gd       TA           Av
## 6               0        TA        TA       Wood       Gd       TA           No
## NA             NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 12            286        Ex        TA      PConc       Ex       TA           No
## NA.1           NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 14            306        Gd        TA      PConc       Gd       TA           Av
## NA.2           NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.3           NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 21            380        Gd        TA      PConc       Ex       TA           Av
## NA.4           NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 26            640        Gd        TA      PConc       Gd       TA           No
## 28            200        Gd        TA      PConc       Ex       TA           No
## NA.5           NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 33              0        Gd        TA      PConc       Ex       TA           Av
## 36            132        Gd        TA      PConc       Ex       TA           Av
## 37              0        TA        TA      PConc       Gd       TA           No
## 41            101        TA        TA     CBlock       TA       TA           No
## 42              0        TA        Gd     CBlock       TA       TA           Gd
## NA.6           NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.7           NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 48              0        Gd        TA      PConc       Gd       TA           Av
## NA.8           NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 53              0        Fa        TA     CBlock       Gd       TA           Gd
## 56            272        TA        TA     CBlock       TA       TA           No
## 58              0        Gd        TA      PConc       Gd       TA           No
## NA.9           NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.10          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 70              0        Gd        TA     CBlock       TA       TA           No
## 71           1115        TA        Gd     CBlock       Gd       TA           Gd
## 74            104        TA        TA     CBlock       TA       TA           No
## NA.11          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 81            576        TA        Gd     CBlock       Gd       TA           No
## 84             66        TA        TA     CBlock       TA       TA           No
## NA.12          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 86            284        Gd        TA     CBlock       Gd       TA           No
## 87              0        Gd        TA      PConc       Gd       TA           Av
## 89              0        Fa        Fa     CBlock       TA       Fa           No
## 92            203        TA        TA     CBlock       TA       TA           No
## 93              0        TA        Gd     BrkTil       Gd       TA           No
## NA.13          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 99              0        TA        TA     BrkTil       TA       TA           No
## NA.14          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 104             0        TA        TA      PConc       Gd       TA           No
## NA.15          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 109             0        TA        TA     CBlock       TA       TA           No
## 110           480        TA        TA     CBlock       Gd       TA           No
## NA.16          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.17          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.18          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 119             0        TA        TA      PConc       Gd       TA           Mn
## NA.19          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.20          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 131           309        TA        TA     CBlock       TA       TA           No
## NA.21          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.22          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 136           288        TA        TA      PConc       TA       TA           No
## NA.23          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 138            70        TA        TA     CBlock       TA       TA           No
## NA.24          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.25          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 151             0        TA        TA     CBlock       TA       TA           Av
## 152           436        Gd        TA      PConc       Ex       TA           Gd
## NA.26          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.27          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 155             0        TA        TA     BrkTil       TA       TA           No
## 158            84        Gd        TA      PConc       Ex       TA           No
## 159             0        Gd        TA      PConc       Gd       TA           No
## 160           456        Gd        TA      PConc       Gd       TA           Mn
## NA.28          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 162           664        Gd        TA      PConc       Ex       TA           Av
## 163           226        Gd        TA      PConc       Gd       TA           Mn
## NA.29          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 168           300        Gd        TA      PConc       Ex       TA           No
## NA.30          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.31          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 172           112        TA        TA     CBlock       TA       Gd           Gd
## 174           491        TA        TA     CBlock       TA       TA           No
## 176             0        TA        TA     CBlock       TA       Gd           Av
## 177           268        Gd        TA      PConc       Gd       TA           No
## NA.32          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.33          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 185             0        TA        TA      PConc       Fa       TA           No
## 186             0        Gd        Gd     BrkTil       TA       TA           Mn
## NA.34          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.35          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 198             0        Gd        Gd      PConc       TA       TA           No
## 199             0        TA        TA     CBlock       TA       TA           No
## 201             0        TA        TA      PConc       Gd       TA           No
## NA.36          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 206             0        TA        TA      PConc       Gd       TA           No
## NA.37          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.38          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 212             0        TA        TA      PConc       Gd       TA           Mn
## NA.39          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.40          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.41          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 223             0        TA        TA     CBlock       Gd       TA           No
## 225           922        Ex        TA      PConc       Ex       TA           Gd
## 227           290        Gd        TA      PConc       Gd       TA           No
## 232           506        Gd        TA      PConc       Gd       TA           No
## NA.42          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.43          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 239           254        Ex        TA      PConc       Ex       TA           No
## NA.44          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 246           102        TA        TA     CBlock       Gd       TA           Av
## NA.45          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 254           108        TA        TA     CBlock       Gd       TA           Gd
## 259           172        Gd        TA      PConc       Gd       TA           No
## 261           399        TA        TA     CBlock       TA       TA           Gd
## 263            46        TA        TA     CBlock       Gd       Gd           Av
## NA.46          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 271             0        Gd        TA      PConc       Gd       TA           Mn
## 273           348        Gd        TA      PConc       Gd       TA           No
## 274           183        TA        TA     CBlock       TA       TA           No
## 277             0        Gd        TA      PConc       Ex       TA           No
## 278             0        TA        TA     CBlock       TA       TA           No
## 279           315        Ex        TA      PConc       Ex       TA           Gd
## 280           299        TA        TA     CBlock       Gd       TA           No
## 281           340        Gd        TA     CBlock       Gd       TA           Av
## NA.47          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.48          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 291             0        Gd        TA      PConc       Gd       TA           Av
## NA.49          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 295           238        TA        TA     CBlock       TA       TA           No
## 299           365        Gd        TA     CBlock       TA       TA           No
## 300             0        TA        Gd     CBlock       TA       TA           No
## 301            56        TA        TA     CBlock       TA       TA           Mn
## 303           150        Gd        TA      PConc       Gd       TA           No
## 305             0        TA        TA     BrkTil       TA       TA           No
## 306           246        Gd        TA      PConc       Gd       TA           No
## 307           246        Gd        TA     CBlock       Gd       TA           No
## NA.50          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.51          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 310             0        Gd        TA      PConc       Ex       TA           Gd
## NA.52          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 314             0        TA        TA     CBlock       Gd       TA           Gd
## 317           278        Gd        TA     CBlock       Gd       TA           No
## 319           256        Gd        TA      PConc       Gd       TA           Gd
## NA.53          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 321           370        TA        TA      PConc       Ex       Gd           Av
## 322           388        Gd        TA      PConc       Ex       TA           Av
## 323           172        Gd        TA     CBlock       TA       TA           Gd
## 325           300        Gd        Gd     CBlock       Gd       TA           No
## 328           175        TA        TA     CBlock       TA       TA           No
## NA.54          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.55          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 333           296        Gd        TA      PConc       Gd       TA           No
## NA.56          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 337           200        Gd        TA      PConc       Ex       TA           Gd
## 339             0        Gd        TA     CBlock       Gd       TA           Mn
## 341             0        Gd        TA      PConc       Gd       TA           No
## NA.57          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.58          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.59          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.60          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 356             0        Gd        Gd      PConc       Gd       Gd           No
## NA.61          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 359           120        TA        TA     CBlock       TA       TA           Av
## NA.62          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.63          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.64          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.65          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 368           305        TA        TA     CBlock       Gd       TA           Gd
## NA.66          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.67          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 372             0        TA        TA     CBlock     <NA>     <NA>         <NA>
## NA.68          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 378             0        Gd        TA      PConc       Gd       TA           No
## 379           350        Gd        TA      PConc       Ex       TA           Av
## NA.69          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 389           125        Gd        TA      PConc       Gd       TA           No
## 390           272        Ex        TA      PConc       Ex       TA           Av
## NA.70          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.71          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 404           650        Gd        TA      PConc       Gd       TA           No
## NA.72          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.73          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 409           350        Gd        TA      PConc       Ex       Gd           No
## 410           100        Gd        TA      PConc       Ex       TA           No
## 412             0        TA        TA     CBlock       TA       TA           Mn
## NA.74          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 418             0        TA        TA     BrkTil       Gd       TA           No
## NA.75          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 423             0        TA        TA     CBlock       TA       TA           No
## 424           473        Gd        TA      PConc       Gd       TA           No
## NA.76          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 430             0        TA        TA     CBlock       Gd       TA           Mn
## 434             0        TA        TA      PConc       Gd       TA           No
## 441           200        Ex        TA      PConc       Ex       TA           Gd
## 442           270        TA        TA     CBlock       TA       TA           No
## 447             0        Gd        TA     CBlock       TA       TA           No
## NA.77          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.78          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 456           320        TA        TA     CBlock       TA       TA           No
## NA.79          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.80          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.81          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.82          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 467             0        TA        Gd     CBlock       TA       Gd           Gd
## 469           248        Gd        TA      PConc       Gd       TA           No
## NA.83          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 472             0        TA        TA     CBlock       Gd       TA           No
## 474           304        Gd        TA      PConc       Ex       TA           Gd
## 476             0        TA        TA     CBlock       TA       TA           No
## 478           772        Ex        TA      PConc       Gd       TA           Av
## 481           378        Gd        TA      PConc       Ex       TA           Gd
## NA.84          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 486             0        Gd        TA     CBlock       TA       TA           No
## NA.85          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 493             0        Gd        TA      PConc       Gd       TA           No
## NA.86          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 504             0        TA        TA     CBlock       TA       TA           No
## 507           125        Gd        TA      PConc       Gd       TA           No
## 510           132        TA        TA     CBlock       TA       TA           No
## 516           305        Ex        TA     CBlock       Ex       TA           No
## NA.87          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.88          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 522             0        TA        TA     CBlock       TA       TA           No
## 524           762        Ex        TA      PConc       Ex       TA           Gd
## 525           594        Gd        TA      PConc       Gd       TA           No
## NA.89          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 531           219        Gd        TA     CBlock       Gd       TA           Av
## NA.90          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.91          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.92          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 541           584        Ex        TA      PConc       Ex       TA           Av
## NA.93          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.94          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 553           250        Gd        TA      PConc       Ex       TA           Av
## 555           292        Gd        TA      PConc       Gd       TA           No
## NA.95          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.96          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.97          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.98          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 573             0        TA        TA      PConc       Ex       TA           Av
## 576             0        TA        TA     CBlock       TA       TA           No
## 578            97        TA        TA     CBlock       TA       TA           Av
## 580           335        TA        TA     BrkTil       TA       TA           No
## NA.99          NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 582           306        Ex        TA      PConc       Ex       TA           No
## 583           104        TA        Gd     CBlock       Gd       TA           Av
## 586           208        Gd        TA      PConc       Ex       TA           Gd
## 592           420        Ex        TA      PConc       Ex       TA           Gd
## NA.100         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 595             0        TA        TA     CBlock       Gd       TA           No
## 599           459        TA        TA     CBlock       Gd       TA           Mn
## 603             0        Gd        TA      PConc       Gd       TA           Mn
## 605            99        Gd        TA      PConc       Gd       TA           Mn
## 606           176        TA        TA     CBlock       TA       TA           No
## 607             0        TA        Gd      PConc       Gd       TA           No
## NA.101         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.102         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.103         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 616           156        TA        Gd      PConc       TA       TA           Gd
## NA.104         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 619           452        Ex        TA      PConc       Ex       TA           Av
## 620           226        Gd        TA      PConc       Gd       TA           Gd
## 622             0        TA        TA     CBlock       TA       TA           No
## NA.105         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 625           288        TA        TA     CBlock       TA       TA           No
## 626           261        TA        TA     CBlock       TA       TA           No
## NA.106         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 628           164        TA        TA     CBlock       TA       TA           Av
## 630           259        TA        TA     CBlock       TA       TA           Gd
## 633           209        TA        Gd     CBlock       TA       TA           No
## 634             0        TA        TA     CBlock       TA       TA           No
## NA.107         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 644           263        TA        TA     CBlock       TA       TA           No
## 645           162        Ex        TA      PConc       Ex       TA           Mn
## NA.108         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 648           216        TA        TA     CBlock       TA       TA           Mn
## 655           660        Gd        Gd      PConc       Gd       TA           Gd
## NA.109         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 663           216        TA        TA     CBlock       Fa       Fa           No
## 664             0        TA        TA     CBlock       Gd       TA           Av
## 666            40        Gd        TA      PConc       Gd       TA           No
## NA.110         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.111         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 670             0        TA        TA     BrkTil       Fa       TA           No
## NA.112         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 674           106        TA        TA      PConc       TA       TA           No
## 675             0        TA        TA     CBlock       TA       TA           No
## 679           464        Gd        TA      PConc       Ex       TA           Mn
## NA.113         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.114         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 684           215        Gd        TA      PConc       Gd       TA           Av
## NA.115         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 687             0        Gd        TA      PConc       Gd       TA           No
## NA.116         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.117         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 692          1170        Ex        TA      PConc       Ex       TA           Gd
## 701           630        Gd        TA      PConc       Ex       TA           Gd
## 702           168        TA        TA     CBlock       TA       TA           No
## 703           466        Ex        TA      PConc       Ex       Gd           No
## NA.118         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.119         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.120         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 718             0        TA        TA     CBlock       Gd       TA           No
## 719           651        Gd        TA      PConc       Gd       TA           Gd
## NA.121         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.122         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 725           340        Ex        TA      PConc       Ex       TA           No
## NA.123         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 729            95        TA        TA     CBlock       TA       TA           No
## 734             0        TA        TA     CBlock       TA       TA           No
## NA.124         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.125         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.126         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.127         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 754           178        Gd        TA      PConc       Gd       TA           Mn
## NA.128         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 764           673        Gd        TA      PConc       Gd       TA           Mn
## 767            42        TA        TA     CBlock       Gd       TA           No
## NA.129         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 773             0        TA        TA     CBlock       TA       TA           Av
## 775           375        Gd        TA      PConc       Gd       TA           Av
## 777           240        Gd        TA      PConc       Gd       TA           Av
## 778             0        TA        TA     CBlock       TA       TA           No
## NA.130         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.131         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.132         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.133         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 793             0        Gd        TA      PConc       Gd       TA           Av
## NA.134         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 799           860        Ex        TA      PConc       Ex       TA           No
## 804           424        Ex        TA      PConc       Ex       TA           Gd
## 806           256        Gd        TA      PConc       Gd       TA           No
## 808             0        TA        TA     CBlock       TA       TA           Gd
## 809          1047        TA        TA     CBlock       TA       TA           Av
## 810             0        TA        TA      PConc       TA       TA           No
## NA.135         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.136         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.137         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 819            80        TA        TA     CBlock       TA       TA           Av
## NA.138         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 825             0        Gd        TA      PConc       Gd       Gd           No
## 826           816        Ex        TA      PConc       Ex       TA           Av
## NA.139         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 831           387        TA        TA     CBlock       TA       TA           No
## 834           180        TA        TA     CBlock       TA       TA           No
## 837             0        TA        TA     BrkTil       TA       TA           No
## NA.140         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 843           183        TA        TA     CBlock       TA       TA           Gd
## 844             0        TA        TA     CBlock       TA       TA           No
## 845             0        TA        TA     BrkTil       TA       TA           Mn
## NA.141         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 850           360        Gd        Gd     CBlock       TA       TA           No
## NA.142         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.143         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 855             0        TA        TA     CBlock       TA       TA           Mn
## NA.144         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.145         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 859           189        TA        TA     CBlock       Gd       TA           No
## NA.146         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 863             0        TA        TA      PConc       Gd       TA           No
## NA.147         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 868             0        TA        TA     CBlock       TA       TA           No
## NA.148         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 870           246        Gd        TA      PConc       Gd       TA           No
## 877             0        TA        TA      PConc       TA       TA           Gd
## 879             0        TA        TA     CBlock       TA       TA           Av
## NA.149         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.150         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 889             0        Gd        Gd      PConc       TA       Gd           Gd
## 890            90        TA        TA     CBlock       TA       TA           No
## NA.151         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 899           760        Ex        TA      PConc       Ex       TA           Gd
## NA.152         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.153         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 906           110        TA        TA     CBlock       TA       TA           No
## 907           208        Gd        TA      PConc       Gd       TA           No
## 908             0        Gd        TA     CBlock       Gd       TA           No
## NA.154         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 910             0        Gd        TA      PConc       Gd       TA           No
## 911           361        TA        TA     CBlock       TA       TA           No
## NA.155         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 914             0        TA        TA     CBlock       TA       TA           No
## NA.156         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 919             0        Gd        TA      PConc       Ex       TA           Mn
## 920             0        Ex        TA     CBlock       Gd       TA           No
## NA.157         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 927           340        Gd        TA      PConc       Gd       TA           No
## NA.158         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.159         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.160         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 933           302        Ex        TA      PConc       Ex       Gd           No
## 935             0        TA        TA     CBlock       Gd       TA           Gd
## NA.161         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.162         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 944             0        TA        TA     CBlock       TA       TA           Av
## NA.163         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 946             0        TA        TA     BrkTil       TA       TA           No
## 948           236        Gd        TA      PConc       Gd       TA           Av
## NA.164         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 956           423        TA        TA     CBlock       Gd       TA           No
## NA.165         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 964             0        Gd        TA      PConc       Ex       TA           No
## 965            44        Gd        TA      PConc       Gd       TA           No
## 967             0        Gd        Gd     BrkTil       TA       Fa           No
## NA.166         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 974            NA        Gd        TA      PConc       Gd       TA           No
## NA.167         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 980             0        TA        TA      PConc       TA       TA           No
## NA.168         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 982           975        Gd        TA      PConc       Gd       TA           No
## NA.169         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 988           450        Ex        TA      PConc       Ex       TA           Av
## NA.170         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 991           423        Gd        TA      PConc       Gd       TA           No
## 992             0        Gd        Gd     BrkTil       TA       TA           No
## 993           340        TA        TA     CBlock       TA       TA           Gd
## 995           230        Ex        TA      PConc       Ex       TA           Gd
## NA.171         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.172         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.173         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.174         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1011            0        TA        TA     CBlock       TA       TA           No
## NA.175         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.176         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.177         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.178         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1032            0        TA        TA     BrkTil       TA       TA           No
## NA.179         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.180         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.181         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1037           70        Gd        TA      PConc       Ex       TA           Gd
## NA.182         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1041           67        TA        TA     CBlock       TA       TA           No
## NA.183         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1044           99        TA        TA      PConc       Gd       TA           No
## 1045            0        Gd        TA      PConc       Gd       TA           No
## NA.184         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1047          208        Gd        TA      PConc       Ex       TA           Av
## 1049           75        TA        Fa       Slab     <NA>     <NA>         <NA>
## 1052            0        Gd        TA      PConc       Gd       TA           Av
## 1053          272        TA        TA     CBlock       TA       TA           No
## 1055          210        Gd        TA      PConc       Gd       TA           Mn
## 1056          160        TA        TA     CBlock       Gd       TA           No
## NA.185         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1059          154        Ex        TA      PConc       Ex       TA           Av
## NA.186         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1062            0        Fa        TA     CBlock       TA       TA           No
## 1063            0        TA        TA     BrkTil       TA       TA           No
## NA.187         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1066            0        Gd        TA      PConc       Ex       TA           Gd
## 1068          360        TA        TA     CBlock       TA       TA           Gd
## NA.188         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1081          144        Gd        Gd     CBlock       TA       TA           No
## 1084          425        TA        TA     CBlock       TA       TA           No
## NA.189         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.190         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1088            0        Gd        TA      PConc       Gd       TA           Mn
## NA.191         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1100          206        TA        TA     CBlock       Gd       TA           No
## 1106          362        Gd        TA      PConc       Ex       TA           Av
## 1107            0        Gd        TA      PConc       Gd       TA           Mn
## 1108            0        Gd        TA      PConc       Ex       Gd           No
## NA.192         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1110           42        Gd        TA      PConc       Ex       TA           Mn
## NA.193         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1112          660        TA        TA     CBlock       TA       TA           No
## 1115            0        TA        Gd     CBlock       TA       TA           No
## 1116          328        Gd        TA      PConc       Ex       TA           No
## NA.194         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1119            0        TA        Gd     CBlock       TA       TA           No
## 1122          196        Gd        TA      PConc       Gd       TA           Av
## NA.195         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.196         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1128            0        Gd        TA      PConc       Gd       TA           Av
## 1133            0        TA        TA     BrkTil       TA       TA           Mn
## 1134            0        Gd        TA      PConc       Gd       TA           No
## 1137            0        TA        TA     CBlock       TA       TA           No
## NA.197         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1140            0        TA        Fa     BrkTil       TA       TA           No
## NA.198         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.199         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.200         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.201         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1152          132        TA        TA     CBlock       TA       TA           No
## 1153            0        TA        TA      PConc       TA       TA           No
## NA.202         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.203         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1156            0        Gd        Gd     CBlock       Gd       TA           Gd
## 1157            0        TA        Gd      PConc       TA       TA           Gd
## 1159          186        Gd        TA      PConc       Gd       TA           No
## NA.204         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1163            0        TA        TA     CBlock       Gd       TA           No
## NA.205         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1169            0        TA        TA     CBlock       TA       TA           No
## 1170         1378        Gd        Gd      PConc       Ex       TA           Gd
## 1174            0        TA        TA     CBlock       TA       TA           No
## 1175            0        TA        TA     BrkTil       Gd       TA           No
## 1176          337        Gd        TA      PConc       Gd       TA           No
## NA.206         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.207         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1183            0        Gd        TA      PConc       Ex       TA           Av
## 1187            0        TA        TA     CBlock       Fa       TA           Mn
## 1188            0        Gd        TA      PConc       Gd       TA           No
## NA.208         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.209         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1195          143        TA        TA     CBlock       TA       TA           No
## 1202            0        TA        TA      PConc       Gd       TA           Av
## 1206          234        Gd        TA     CBlock       Gd       TA           Mn
## NA.210         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1210          420        Gd        TA      PConc       Ex       TA           Mn
## 1212            0        Gd        TA       Wood       Gd       TA           Av
## NA.211         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1216            0        TA        TA     CBlock       TA       TA           No
## 1224           44        TA        TA     CBlock       TA       Fa           No
## 1227           74        Gd        TA      PConc       Gd       TA           Mn
## NA.212         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.213         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1236            0        TA        TA     BrkTil       Gd       TA           Mn
## 1242            0        Gd        TA      PConc       Gd       TA           Av
## 1243           81        TA        TA     CBlock       Gd       TA           Gd
## 1244           NA        Ex        TA      PConc       Ex       Gd           Gd
## NA.214         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.215         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1251            0        Gd        TA     CBlock       TA       TA           No
## NA.216         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.217         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1257          554        Gd        TA      PConc       Gd       TA           Gd
## NA.218         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1262            0        TA        TA     CBlock       TA       TA           No
## NA.219         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1268            0        Ex        TA      PConc       Ex       TA           Gd
## NA.220         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.221         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.222         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.223         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1274           84        TA        TA     CBlock       TA       TA           Av
## 1276          567        TA        TA     CBlock       TA       TA           No
## NA.224         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.225         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1284            0        TA        TA     CBlock       TA       TA           Av
## NA.226         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.227         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1290          788        Gd        TA      PConc       Gd       TA           Mn
## NA.228         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1297          148        TA        Gd     CBlock       TA       TA           Mn
## 1299          796        Ex        TA      PConc       Ex       TA           Gd
## NA.229         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.230         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1303          391        Gd        TA      PConc       Gd       TA           No
## 1306          300        Gd        TA      PConc       Ex       TA           No
## 1309            0        TA        TA     CBlock       TA       TA           No
## NA.231         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1311            0        Gd        Gd      PConc       Gd       TA           Av
## NA.232         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1314          165        Gd        TA      PConc       Gd       TA           No
## 1316            0        TA        TA     CBlock       Fa       TA           Mn
## NA.233         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.234         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1323            0        Gd        TA      PConc       Gd       TA           No
## 1331          410        Gd        TA      PConc       Gd       Gd           Av
## 1336          360        TA        TA     CBlock       Gd       TA           No
## 1337          564        TA        TA     CBlock       TA       TA           No
## 1338            0        TA        TA     CBlock       TA       TA           No
## 1339            0        Gd        TA      PConc       Gd       TA           No
## 1340            0        TA        Gd     CBlock       TA       TA           Mn
## NA.235         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1345            0        Gd        TA      PConc       Gd       TA           No
## NA.236         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1348          100        Gd        TA      PConc       Ex       TA           Gd
## NA.237         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1351          368        TA        TA     CBlock       TA       TA           No
## NA.238         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1356          143        TA        TA     CBlock       TA       TA           No
## NA.239         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.240         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.241         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1360           66        Gd        TA      PConc       Ex       TA           Av
## 1362           16        Gd        TA      PConc       Ex       TA           Av
## NA.242         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.243         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.244         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1371            0        Fa        TA      PConc       TA       TA           No
## 1372            0        TA        TA     CBlock       TA       TA           Av
## NA.245         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1375            0        Gd        TA      PConc       Gd       TA           No
## 1376           80        Gd        TA      PConc       Gd       TA           Gd
## NA.246         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.247         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1387          184        TA        TA     CBlock       Gd       TA           No
## 1396          245        Gd        TA      PConc       Gd       Gd           Gd
## NA.248         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.249         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1412            0        TA        Gd     CBlock       TA       TA           No
## 1414          366        Gd        TA      PConc       Gd       Gd           No
## NA.250         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.251         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1421          420        TA        TA     CBlock       TA       TA           No
## NA.252         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.253         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1426          243        Gd        TA     CBlock       TA       TA           No
## 1427          448        Gd        TA      PConc       Gd       TA           No
## NA.254         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.255         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1434          318        TA        TA      PConc       Gd       TA           No
## 1435            0        TA        TA     CBlock       TA       TA           No
## 1436          237        Gd        Gd     CBlock       TA       TA           No
## 1438          426        Ex        TA      PConc       Ex       TA           Av
## 1439            0        TA        TA     CBlock       TA       TA           No
## 1440           96        TA        TA     CBlock       TA       TA           No
## NA.256         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1443          160        Ex        TA      PConc       Ex       TA           Av
## NA.257         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## NA.258         NA      <NA>      <NA>       <NA>     <NA>     <NA>         <NA>
## 1448          438        Gd        TA      PConc       Gd       TA           No
## 1454            0        TA        TA      PConc       Gd       TA           No
## 1457          119        TA        TA     CBlock       Gd       TA           No
##        BsmtFinType1 BsmtFinSF1 BsmtFinType2 BsmtFinSF2 BsmtUnfSF TotalBsmtSF
## 2               ALQ        978          Unf          0       284        1262
## 5               GLQ        655          Unf          0       490        1145
## 6               GLQ        732          Unf          0        64         796
## NA             <NA>         NA         <NA>         NA        NA          NA
## 12              GLQ        998          Unf          0       177        1175
## NA.1           <NA>         NA         <NA>         NA        NA          NA
## 14              Unf          0          Unf          0      1494        1494
## NA.2           <NA>         NA         <NA>         NA        NA          NA
## NA.3           <NA>         NA         <NA>         NA        NA          NA
## 21              Unf          0          Unf          0      1158        1158
## NA.4           <NA>         NA         <NA>         NA        NA          NA
## 26              Unf          0          Unf          0      1566        1566
## 28              GLQ       1218          Unf          0       486        1704
## NA.5           <NA>         NA         <NA>         NA        NA          NA
## 33              Unf          0          Unf          0      1234        1234
## 36              Unf          0          Unf          0      1117        1117
## 37              Unf          0          Unf          0      1097        1097
## 41              Rec        643          Unf          0       445        1088
## 42              BLQ        967          Unf          0       383        1350
## NA.6           <NA>         NA         <NA>         NA        NA          NA
## NA.7           <NA>         NA         <NA>         NA        NA          NA
## 48              GLQ         24          Unf          0      1632        1656
## NA.8           <NA>         NA         <NA>         NA        NA          NA
## 53              LwQ        104          GLQ        712         0         816
## 56              BLQ        490          Unf          0       935        1425
## 58              Unf          0          Unf          0       860         860
## NA.9           <NA>         NA         <NA>         NA        NA          NA
## NA.10          <NA>         NA         <NA>         NA        NA          NA
## 70              BLQ        603          Unf          0       701        1304
## 71              ALQ       1880          Unf          0       343        2223
## 74              ALQ        320          BLQ        362       404        1086
## NA.11          <NA>         NA         <NA>         NA        NA          NA
## 81              Rec        448          Unf          0       448         896
## 84              Unf          0          Unf          0      1065        1065
## NA.12          <NA>         NA         <NA>         NA        NA          NA
## 86              Unf          0          Unf          0      1288        1288
## 87              Unf          0          Unf          0       684         684
## 89              Unf          0          Unf          0      1013        1013
## 92              Rec        600          Unf          0       635        1235
## 93              ALQ        713          Unf          0       163         876
## NA.13          <NA>         NA         <NA>         NA        NA          NA
## 99              ALQ        108          Unf          0       350         458
## NA.14          <NA>         NA         <NA>         NA        NA          NA
## 104             Unf          0          Unf          0      1226        1226
## NA.15          <NA>         NA         <NA>         NA        NA          NA
## 109             Unf          0          Unf          0       793         793
## 110             BLQ        705          Unf          0      1139        1844
## NA.16          <NA>         NA         <NA>         NA        NA          NA
## NA.17          <NA>         NA         <NA>         NA        NA          NA
## NA.18          <NA>         NA         <NA>         NA        NA          NA
## 119             GLQ       1470          Unf          0       203        1673
## NA.19          <NA>         NA         <NA>         NA        NA          NA
## NA.20          <NA>         NA         <NA>         NA        NA          NA
## 131             Rec        445          Unf          0       479         924
## NA.21          <NA>         NA         <NA>         NA        NA          NA
## NA.22          <NA>         NA         <NA>         NA        NA          NA
## 136             Unf          0          Unf          0      1304        1304
## NA.23          <NA>         NA         <NA>         NA        NA          NA
## 138             Unf          0          Unf          0      1907        1907
## NA.24          <NA>         NA         <NA>         NA        NA          NA
## NA.25          <NA>         NA         <NA>         NA        NA          NA
## 151             BLQ        716          Unf          0       253         969
## 152             GLQ       1400          Unf          0       310        1710
## NA.26          <NA>         NA         <NA>         NA        NA          NA
## NA.27          <NA>         NA         <NA>         NA        NA          NA
## 155             Unf          0          Unf          0      1200        1200
## 158             Unf          0          Unf          0       774         774
## 159             GLQ        222          Unf          0       769         991
## 160             GLQ         57          Unf          0      1335        1392
## NA.28          <NA>         NA         <NA>         NA        NA          NA
## 162             GLQ       1016          Unf          0       556        1572
## 163             BLQ       1201          Unf          0       340        1541
## NA.29          <NA>         NA         <NA>         NA        NA          NA
## 168             GLQ       1288          Unf          0       294        1582
## NA.30          <NA>         NA         <NA>         NA        NA          NA
## NA.31          <NA>         NA         <NA>         NA        NA          NA
## 172             BLQ        639          Unf          0       441        1080
## 174             ALQ        288          Rec        374       700        1362
## 176             ALQ        477          Unf          0       725        1202
## 177             GLQ        831          Unf          0       320        1151
## NA.32          <NA>         NA         <NA>         NA        NA          NA
## NA.33          <NA>         NA         <NA>         NA        NA          NA
## 185             Unf          0          Unf          0       504         504
## 186             Unf          0          Unf          0      1107        1107
## NA.34          <NA>         NA         <NA>         NA        NA          NA
## NA.35          <NA>         NA         <NA>         NA        NA          NA
## 198             GLQ       1036          LwQ        184       140        1360
## 199             Unf          0          Unf          0       755         755
## 201             Unf          0          Unf          0      1121        1121
## NA.36          <NA>         NA         <NA>         NA        NA          NA
## 206             Unf          0          Unf          0      1424        1424
## NA.37          <NA>         NA         <NA>         NA        NA          NA
## NA.38          <NA>         NA         <NA>         NA        NA          NA
## 212             GLQ         36          Unf          0      1176        1212
## NA.39          <NA>         NA         <NA>         NA        NA          NA
## NA.40          <NA>         NA         <NA>         NA        NA          NA
## NA.41          <NA>         NA         <NA>         NA        NA          NA
## 223             ALQ        550          Unf          0       163         713
## 225             GLQ         56          Unf          0      2336        2392
## 227             GLQ        565          Unf          0       638        1203
## 232             GLQ        689          Unf          0       773        1462
## NA.42          <NA>         NA         <NA>         NA        NA          NA
## NA.43          <NA>         NA         <NA>         NA        NA          NA
## 239             Unf          0          Unf          0      1694        1694
## NA.44          <NA>         NA         <NA>         NA        NA          NA
## 246             GLQ        929          Unf          0       916        1845
## NA.45          <NA>         NA         <NA>         NA        NA          NA
## 254             LwQ        270          ALQ        580       452        1302
## 259             GLQ        361          Unf          0       602         963
## 261             Rec        672          ALQ        690         0        1362
## 263             ALQ        506          Unf          0         0         506
## NA.46          <NA>         NA         <NA>         NA        NA          NA
## 271             Unf          0          Unf          0      1095        1095
## 273             GLQ        524          Unf          0       628        1152
## 274             Rec        620          LwQ        620         0        1240
## 277             Unf          0          Unf          0      1560        1560
## 278             LwQ        120          Unf          0       744         864
## 279             Unf          0          Unf          0      2121        2121
## 280             BLQ        392          Unf          0       768        1160
## 281             GLQ        421          Unf          0       386         807
## NA.47          <NA>         NA         <NA>         NA        NA          NA
## NA.48          <NA>         NA         <NA>         NA        NA          NA
## 291             Unf          0          Unf          0      1079        1079
## NA.49          <NA>         NA         <NA>         NA        NA          NA
## 295             GLQ       1285          Unf          0       131        1416
## 299             ALQ        384          Rec        175       143         702
## 300             Unf          0          Unf          0      1092        1092
## 301             BLQ        841          Unf          0       324        1165
## 303             Unf          0          Unf          0      1541        1541
## 305             Unf          0          Unf          0      1470        1470
## 306             GLQ       1464          Unf          0       536        2000
## 307             ALQ        700          Unf          0         0         700
## NA.50          <NA>         NA         <NA>         NA        NA          NA
## NA.51          <NA>         NA         <NA>         NA        NA          NA
## 310             GLQ       1274          Unf          0       622        1896
## NA.52          <NA>         NA         <NA>         NA        NA          NA
## 314             ALQ       1236          Rec        820        80        2136
## 317             GLQ        692          Unf          0       153         845
## 319             GLQ        987          Unf          0       360        1347
## NA.53          <NA>         NA         <NA>         NA        NA          NA
## 321             Unf          0          Unf          0      1249        1249
## 322             GLQ        970          Unf          0       166        1136
## 323             LwQ         28          ALQ       1474         0        1502
## 325             Unf          0          Unf          0       710         710
## 328             Rec        565          Unf          0       818        1383
## NA.54          <NA>         NA         <NA>         NA        NA          NA
## NA.55          <NA>         NA         <NA>         NA        NA          NA
## 333             GLQ       1124         <NA>        479      1603        3206
## NA.56          <NA>         NA         <NA>         NA        NA          NA
## 337             GLQ       1249          Unf          0       673        1922
## 339             ALQ        213          Unf          0       995        1208
## 341             Unf          0          Unf          0       967         967
## NA.57          <NA>         NA         <NA>         NA        NA          NA
## NA.58          <NA>         NA         <NA>         NA        NA          NA
## NA.59          <NA>         NA         <NA>         NA        NA          NA
## NA.60          <NA>         NA         <NA>         NA        NA          NA
## 356             ALQ        334          BLQ        544       322        1200
## NA.61          <NA>         NA         <NA>         NA        NA          NA
## 359             BLQ        300          Rec        294       468        1062
## NA.62          <NA>         NA         <NA>         NA        NA          NA
## NA.63          <NA>         NA         <NA>         NA        NA          NA
## NA.64          <NA>         NA         <NA>         NA        NA          NA
## NA.65          <NA>         NA         <NA>         NA        NA          NA
## 368             GLQ        371          Unf          0       728        1099
## NA.66          <NA>         NA         <NA>         NA        NA          NA
## NA.67          <NA>         NA         <NA>         NA        NA          NA
## 372            <NA>          0         <NA>          0         0           0
## NA.68          <NA>         NA         <NA>         NA        NA          NA
## 378             Unf          0          Unf          0      1580        1580
## 379             GLQ       1445          Unf          0       411        1856
## NA.69          <NA>         NA         <NA>         NA        NA          NA
## 389             Unf          0          Unf          0      1468        1468
## 390             GLQ       1280          Unf          0       402        1682
## NA.70          <NA>         NA         <NA>         NA        NA          NA
## NA.71          <NA>         NA         <NA>         NA        NA          NA
## 404             Unf          0          Unf          0      1141        1141
## NA.72          <NA>         NA         <NA>         NA        NA          NA
## NA.73          <NA>         NA         <NA>         NA        NA          NA
## 409             Unf          0          Unf          0      1063        1063
## 410             GLQ        789          Unf          0       245        1034
## 412             Rec       1056          Unf          0         0        1056
## NA.74          <NA>         NA         <NA>         NA        NA          NA
## 418             BLQ       1128          Unf          0       242        1370
## NA.75          <NA>         NA         <NA>         NA        NA          NA
## 423             Unf          0          Unf          0       988         988
## 424             GLQ        986          Unf          0       484        1470
## NA.76          <NA>         NA         <NA>         NA        NA          NA
## 430             GLQ       1005          Unf          0       387        1392
## 434             Unf          0          Unf          0       926         926
## 441             GLQ       1767          ALQ        539       788        3094
## 442             ALQ        133          Unf          0      1307        1440
## 447             ALQ        247          Rec        713       557        1517
## NA.77          <NA>         NA         <NA>         NA        NA          NA
## NA.78          <NA>         NA         <NA>         NA        NA          NA
## 456             ALQ        916          Unf          0       326        1242
## NA.79          <NA>         NA         <NA>         NA        NA          NA
## NA.80          <NA>         NA         <NA>         NA        NA          NA
## NA.81          <NA>         NA         <NA>         NA        NA          NA
## NA.82          <NA>         NA         <NA>         NA        NA          NA
## 467             GLQ        778          Unf          0       499        1277
## 469             Unf          0          Unf          0      1626        1626
## NA.83          <NA>         NA         <NA>         NA        NA          NA
## 472             Unf          0          Unf          0       808         808
## 474             GLQ       1350          Unf          0       626        1976
## 476             GLQ        630          Unf          0       340         970
## 478             Unf          0          Unf          0      2153        2153
## 481             GLQ       1261          Unf          0       572        1833
## NA.84          <NA>         NA         <NA>         NA        NA          NA
## 486             ALQ        607          Unf          0       506        1113
## NA.85          <NA>         NA         <NA>         NA        NA          NA
## 493             Unf          0          Unf          0       728         728
## NA.86          <NA>         NA         <NA>         NA        NA          NA
## 504             ALQ       1247          Unf          0       254        1501
## 507             GLQ        380          Unf          0       397         777
## 510             ALQ        991          Unf          0        50        1041
## 516             GLQ       1436          Unf          0       570        2006
## NA.87          <NA>         NA         <NA>         NA        NA          NA
## NA.88          <NA>         NA         <NA>         NA        NA          NA
## 522             Rec        777          Unf          0       467        1244
## 524             GLQ       2260          Unf          0       878        3138
## 525             GLQ        719          Unf          0       660        1379
## NA.89          <NA>         NA         <NA>         NA        NA          NA
## 531             GLQ        783          Unf          0       678        1461
## NA.90          <NA>         NA         <NA>         NA        NA          NA
## NA.91          <NA>         NA         <NA>         NA        NA          NA
## NA.92          <NA>         NA         <NA>         NA        NA          NA
## 541             GLQ       1260          Unf          0       578        1838
## NA.93          <NA>         NA         <NA>         NA        NA          NA
## NA.94          <NA>         NA         <NA>         NA        NA          NA
## 553             Unf          0          Unf          0      1709        1709
## 555             GLQ        866          Unf          0       132         998
## NA.95          <NA>         NA         <NA>         NA        NA          NA
## NA.96          <NA>         NA         <NA>         NA        NA          NA
## NA.97          <NA>         NA         <NA>         NA        NA          NA
## NA.98          <NA>         NA         <NA>         NA        NA          NA
## 573             Unf          0          Unf          0       846         846
## 576             Rec        442          Unf          0       390         832
## 578             LwQ        328          ALQ        551       285        1164
## 580             Unf          0          Unf          0      1050        1050
## NA.99          <NA>         NA         <NA>         NA        NA          NA
## 582             Unf          0          Unf          0      2042        2042
## 583             GLQ        816          Unf          0         0         816
## 586             GLQ       1460          Unf          0       408        1868
## 592             GLQ       1338          Unf          0       384        1722
## NA.100         <NA>         NA         <NA>         NA        NA          NA
## 595             Unf          0          Unf          0       924         924
## 599             ALQ       1283          LwQ        147         0        1430
## 603             GLQ        789          Unf          0       119         908
## 605             GLQ        922          Unf          0       572        1494
## 606             BLQ        454          Unf          0       314         768
## 607             GLQ        732          Unf          0       308        1040
## NA.101         <NA>         NA         <NA>         NA        NA          NA
## NA.102         <NA>         NA         <NA>         NA        NA          NA
## NA.103         <NA>         NA         <NA>         NA        NA          NA
## 616             GLQ        763          Unf          0       173         936
## NA.104         <NA>         NA         <NA>         NA        NA          NA
## 619             GLQ         48          Unf          0      1774        1822
## 620             GLQ        871          Unf          0       611        1482
## 622             ALQ        956          Rec        182       384        1522
## NA.105         <NA>         NA         <NA>         NA        NA          NA
## 625             Rec        247          Unf          0       485         732
## 626             Unf          0          Unf          0      1116        1116
## NA.106         <NA>         NA         <NA>         NA        NA          NA
## 628             BLQ        674          LwQ        132       350        1156
## 630             GLQ        624          Rec        336       288        1248
## 633             ALQ        822          Unf          0       564        1386
## 634             BLQ        480          LwQ        468       108        1056
## NA.107         <NA>         NA         <NA>         NA        NA          NA
## 644             Rec        493          BLQ        287         0         780
## 645             GLQ       1121          Unf          0       645        1766
## NA.108         <NA>         NA         <NA>         NA        NA          NA
## 648             Rec        500          Unf          0       594        1094
## 655             GLQ       1696          Unf          0       413        2109
## NA.109         <NA>         NA         <NA>         NA        NA          NA
## 663             Unf          0          Unf          0      1392        1392
## 664             BLQ        920          Rec        180        38        1138
## 666             Unf          0          Unf          0      1406        1406
## NA.110         <NA>         NA         <NA>         NA        NA          NA
## NA.111         <NA>         NA         <NA>         NA        NA          NA
## 670             Unf          0          Unf          0       700         700
## NA.112         <NA>         NA         <NA>         NA        NA          NA
## 674             GLQ       1186          Unf          0       291        1477
## 675             Rec        892          Unf          0       244        1136
## 679             Unf          0          Unf          0      2046        2046
## NA.113         <NA>         NA         <NA>         NA        NA          NA
## NA.114         <NA>         NA         <NA>         NA        NA          NA
## 684             GLQ       1059          Unf          0       567        1626
## NA.115         <NA>         NA         <NA>         NA        NA          NA
## 687             Unf          0          Unf          0       874         874
## NA.116         <NA>         NA         <NA>         NA        NA          NA
## NA.117         <NA>         NA         <NA>         NA        NA          NA
## 692             GLQ       1455          Unf          0       989        2444
## 701             GLQ       1274          Unf          0       526        1800
## 702             Unf          0          Unf          0      1164        1164
## 703             Unf          0          Unf          0      1234        1234
## NA.118         <NA>         NA         <NA>         NA        NA          NA
## NA.119         <NA>         NA         <NA>         NA        NA          NA
## NA.120         <NA>         NA         <NA>         NA        NA          NA
## 718             BLQ       1084          Unf          0        92        1176
## 719             GLQ       1173          Unf          0       138        1311
## NA.121         <NA>         NA         <NA>         NA        NA          NA
## NA.122         <NA>         NA         <NA>         NA        NA          NA
## 725             GLQ       1234          Unf          0       464        1698
## NA.123         <NA>         NA         <NA>         NA        NA          NA
## 729             Unf          0          Unf          0      1584        1584
## 734             BLQ        594          Unf          0       270         864
## NA.124         <NA>         NA         <NA>         NA        NA          NA
## NA.125         <NA>         NA         <NA>         NA        NA          NA
## NA.126         <NA>         NA         <NA>         NA        NA          NA
## NA.127         <NA>         NA         <NA>         NA        NA          NA
## 754             Unf          0          Unf          0      1030        1030
## NA.128         <NA>         NA         <NA>         NA        NA          NA
## 764             GLQ       1163          Unf          0        89        1252
## 767             GLQ        394          Unf          0       586         980
## NA.129         <NA>         NA         <NA>         NA        NA          NA
## 773             ALQ        422          BLQ        127       480        1029
## 775             Unf          0          Unf          0      1935        1935
## 777             GLQ         20          Unf          0      1594        1614
## 778             ALQ        762          Unf          0       102         864
## NA.130         <NA>         NA         <NA>         NA        NA          NA
## NA.131         <NA>         NA         <NA>         NA        NA          NA
## NA.132         <NA>         NA         <NA>         NA        NA          NA
## NA.133         <NA>         NA         <NA>         NA        NA          NA
## 793             GLQ        862          Unf          0       255        1117
## NA.134         <NA>         NA         <NA>         NA        NA          NA
## 799             Unf          0          Unf          0      1926        1926
## 804             Unf          0          Unf          0      1734        1734
## 806             Unf          0          Unf          0      1417        1417
## 808             GLQ       1309          Unf          0        15        1324
## 809             ALQ        516          BLQ        128       380        1024
## 810             Unf          0          Unf          0       849         849
## NA.135         <NA>         NA         <NA>         NA        NA          NA
## NA.136         <NA>         NA         <NA>         NA        NA          NA
## NA.137         <NA>         NA         <NA>         NA        NA          NA
## 819             GLQ        504          Unf          0       506        1010
## NA.138         <NA>         NA         <NA>         NA        NA          NA
## 825             Unf          0          Unf          0      1489        1489
## 826             GLQ       1636          Unf          0       442        2078
## NA.139         <NA>         NA         <NA>         NA        NA          NA
## 831             Rec       1040          Unf          0       352        1392
## 834             Rec        196          BLQ        345       975        1516
## 837             Rec        338          Unf          0      1221        1559
## NA.140         <NA>         NA         <NA>         NA        NA          NA
## 843             Rec        312          ALQ        539       276        1127
## 844             Unf          0          Unf          0      1800        1800
## 845             Unf          0          Unf          0       876         876
## NA.141         <NA>         NA         <NA>         NA        NA          NA
## 850             Unf          0          Unf          0       528         528
## NA.142         <NA>         NA         <NA>         NA        NA          NA
## NA.143         <NA>         NA         <NA>         NA        NA          NA
## 855             ALQ        306          Rec       1085       372        1763
## NA.144         <NA>         NA         <NA>         NA        NA          NA
## NA.145         <NA>         NA         <NA>         NA        NA          NA
## 859             Unf          0          Unf          0      1090        1090
## NA.146         <NA>         NA         <NA>         NA        NA          NA
## 863             GLQ        338          Unf          0       702        1040
## NA.147         <NA>         NA         <NA>         NA        NA          NA
## 868             ALQ        932          Unf          0       108        1040
## NA.148         <NA>         NA         <NA>         NA        NA          NA
## 870             GLQ        750          Unf          0       300        1050
## 877             ALQ        633          Unf          0       431        1064
## 879             ALQ        899          Unf          0       210        1109
## NA.149         <NA>         NA         <NA>         NA        NA          NA
## NA.150         <NA>         NA         <NA>         NA        NA          NA
## 889             ALQ        351          Rec        823      1043        2217
## 890             BLQ       1024          Unf          0       481        1505
## NA.151         <NA>         NA         <NA>         NA        NA          NA
## 899             GLQ       2188          Unf          0       142        2330
## NA.152         <NA>         NA         <NA>         NA        NA          NA
## NA.153         <NA>         NA         <NA>         NA        NA          NA
## 906             Rec        354          LwQ        290       412        1056
## 907             GLQ         63          Unf          0      1560        1623
## 908             Rec        223          Unf          0       794        1017
## NA.154         <NA>         NA         <NA>         NA        NA          NA
## 910             Unf          0          Unf          0       742         742
## 911             Rec        443          Unf          0       662        1105
## NA.155         <NA>         NA         <NA>         NA        NA          NA
## 914             BLQ        284          Unf          0       717        1001
## NA.156         <NA>         NA         <NA>         NA        NA          NA
## 919             BLQ         48          GLQ        634       422        1104
## 920             ALQ        528          BLQ        411       245        1184
## NA.157         <NA>         NA         <NA>         NA        NA          NA
## 927             Unf          0          Unf          0      1181        1181
## NA.158         <NA>         NA         <NA>         NA        NA          NA
## NA.159         <NA>         NA         <NA>         NA        NA          NA
## NA.160         <NA>         NA         <NA>         NA        NA          NA
## 933             Unf          0          Unf          0      1905        1905
## 935             GLQ        425          Unf          0       160         585
## NA.161         <NA>         NA         <NA>         NA        NA          NA
## NA.162         <NA>         NA         <NA>         NA        NA          NA
## 944             Unf          0          Unf          0      1632        1632
## NA.163         <NA>         NA         <NA>         NA        NA          NA
## 946             LwQ       1088          Unf          0         0        1088
## 948             GLQ       1300          Unf          0       316        1616
## NA.164         <NA>         NA         <NA>         NA        NA          NA
## 956             Rec        484          Unf          0       495         979
## NA.165         <NA>         NA         <NA>         NA        NA          NA
## 964             Unf          0          Unf          0      1800        1800
## 965             GLQ        624          Unf          0       193         817
## 967             Rec        428          Unf          0       300         728
## NA.166         <NA>         NA         <NA>         NA        NA          NA
## 974             Unf          0          Unf          0      1428        1428
## NA.167         <NA>         NA         <NA>         NA        NA          NA
## 980             Rec        651          Unf          0       470        1121
## NA.168         <NA>         NA         <NA>         NA        NA          NA
## 982             GLQ        854          Unf          0       371        1225
## NA.169         <NA>         NA         <NA>         NA        NA          NA
## 988             GLQ       1646          Unf          0       284        1930
## NA.170         <NA>         NA         <NA>         NA        NA          NA
## 991             GLQ       1074          Unf          0       322        1396
## 992             BLQ        216          Unf          0       700         916
## 993             BLQ        536          Rec        117       169         822
## 995             GLQ       1172          Unf          0       528        1700
## NA.171         <NA>         NA         <NA>         NA        NA          NA
## NA.172         <NA>         NA         <NA>         NA        NA          NA
## NA.173         <NA>         NA         <NA>         NA        NA          NA
## NA.174         <NA>         NA         <NA>         NA        NA          NA
## 1011            Unf          0          Unf          0       720         720
## NA.175         <NA>         NA         <NA>         NA        NA          NA
## NA.176         <NA>         NA         <NA>         NA        NA          NA
## NA.177         <NA>         NA         <NA>         NA        NA          NA
## NA.178         <NA>         NA         <NA>         NA        NA          NA
## 1032            GLQ        523          Unf          0       301         824
## NA.179         <NA>         NA         <NA>         NA        NA          NA
## NA.180         <NA>         NA         <NA>         NA        NA          NA
## NA.181         <NA>         NA         <NA>         NA        NA          NA
## 1037            GLQ       1022          Unf          0       598        1620
## NA.182         <NA>         NA         <NA>         NA        NA          NA
## 1041            Rec        168          BLQ        682       284        1134
## NA.183         <NA>         NA         <NA>         NA        NA          NA
## 1044            GLQ       1085          Unf          0       390        1475
## 1045            ALQ       1104          Unf          0      1420        2524
## NA.184         <NA>         NA         <NA>         NA        NA          NA
## 1047            GLQ        240          Unf          0      1752        1992
## 1049           <NA>          0         <NA>          0         0           0
## 1052            Unf          0          Unf          0      1316        1316
## 1053            Rec        442          Unf          0       374         816
## 1055            GLQ        932          Unf          0       133        1065
## 1056            ALQ        644          Unf          0       549        1193
## NA.185         <NA>         NA         <NA>         NA        NA          NA
## 1059            GLQ        936          Unf          0       168        1104
## NA.186         <NA>         NA         <NA>         NA        NA          NA
## 1062            Unf          0          Unf          0       894         894
## 1063            Unf          0          Unf          0       662         662
## NA.187         <NA>         NA         <NA>         NA        NA          NA
## 1066            GLQ       1201          Unf          0       105        1306
## 1068            GLQ        674          LwQ        106         0         780
## NA.188         <NA>         NA         <NA>         NA        NA          NA
## 1081            ALQ        656          Unf          0       602        1258
## 1084            BLQ        553          Unf          0       698        1251
## NA.189         <NA>         NA         <NA>         NA        NA          NA
## NA.190         <NA>         NA         <NA>         NA        NA          NA
## 1088            Unf          0          Unf          0      1082        1082
## NA.191         <NA>         NA         <NA>         NA        NA          NA
## 1100            ALQ        704          Unf          0       567        1271
## 1106            GLQ       1032          Unf          0       431        1463
## 1107            GLQ        738          Unf          0       172         910
## 1108            Unf          0          Unf          0       868         868
## NA.192         <NA>         NA         <NA>         NA        NA          NA
## 1110            GLQ       1039          Unf          0       797        1836
## NA.193         <NA>         NA         <NA>         NA        NA          NA
## 1112            ALQ        403          Unf          0       400         803
## 1115            Rec        415          Unf          0       418         833
## 1116            GLQ       1004          Unf          0       730        1734
## NA.194         <NA>         NA         <NA>         NA        NA          NA
## 1119            Unf          0          Unf          0       533         533
## 1122            GLQ         24          Unf          0      1528        1552
## NA.195         <NA>         NA         <NA>         NA        NA          NA
## NA.196         <NA>         NA         <NA>         NA        NA          NA
## 1128            GLQ       1300          Unf          0       230        1530
## 1133            Unf          0          Unf          0      1008        1008
## 1134            GLQ        584          Unf          0       544        1128
## 1137            BLQ        280          Unf          0       752        1032
## NA.197         <NA>         NA         <NA>         NA        NA          NA
## 1140            BLQ        645          Unf          0       270         915
## NA.198         <NA>         NA         <NA>         NA        NA          NA
## NA.199         <NA>         NA         <NA>         NA        NA          NA
## NA.200         <NA>         NA         <NA>         NA        NA          NA
## NA.201         <NA>         NA         <NA>         NA        NA          NA
## 1152            BLQ        176          Unf          0      1290        1466
## 1153            ALQ        296          GLQ        547       230        1073
## NA.202         <NA>         NA         <NA>         NA        NA          NA
## NA.203         <NA>         NA         <NA>         NA        NA          NA
## 1156            ALQ       1157          Unf          0       280        1437
## 1157            ALQ        633          Unf          0       586        1219
## 1159            Unf          0          Unf          0      1580        1580
## NA.204         <NA>         NA         <NA>         NA        NA          NA
## 1163            BLQ        492          Unf          0       402         894
## NA.205         <NA>         NA         <NA>         NA        NA          NA
## 1169            Rec        626          Unf          0       501        1127
## 1170            GLQ       1387          Unf          0       543        1930
## 1174            Rec        152          BLQ        469       977        1598
## 1175            Rec        503          Unf          0       449         952
## 1176            GLQ        700          Unf          0       983        1683
## NA.206         <NA>         NA         <NA>         NA        NA          NA
## NA.207         <NA>         NA         <NA>         NA        NA          NA
## 1183            GLQ       2096          Unf          0       300        2396
## 1187            BLQ        440          Unf          0       538         978
## 1188            GLQ       1456          Unf          0       168        1624
## NA.208         <NA>         NA         <NA>         NA        NA          NA
## NA.209         <NA>         NA         <NA>         NA        NA          NA
## 1195            ALQ        371          Unf          0       292         663
## 1202            Unf          0          Unf          0       866         866
## 1206            ALQ        485          BLQ        177      1496        2158
## NA.210         <NA>         NA         <NA>         NA        NA          NA
## 1210            GLQ       1220          Unf          0       440        1660
## 1212            GLQ        427          Unf          0       132         559
## NA.211         <NA>         NA         <NA>         NA        NA          NA
## 1216            Rec        180          LwQ        374       340         894
## 1224            LwQ        756          Unf          0      1380        2136
## 1227            Unf          0          Unf          0       894         894
## NA.212         <NA>         NA         <NA>         NA        NA          NA
## NA.213         <NA>         NA         <NA>         NA        NA          NA
## 1236            Unf          0          Unf          0       747         747
## 1242            Unf          0          Unf          0      1689        1689
## 1243            GLQ        885          LwQ        168         0        1053
## 1244            GLQ       1386          Unf          0       690        2076
## NA.214         <NA>         NA         <NA>         NA        NA          NA
## NA.215         <NA>         NA         <NA>         NA        NA          NA
## 1251            ALQ       1065          Unf          0      1045        2110
## NA.216         <NA>         NA         <NA>         NA        NA          NA
## NA.217         <NA>         NA         <NA>         NA        NA          NA
## 1257            GLQ       1314          Unf          0       672        1986
## NA.218         <NA>         NA         <NA>         NA        NA          NA
## 1262            Rec        504          Unf          0       546        1050
## NA.219         <NA>         NA         <NA>         NA        NA          NA
## 1268            Unf          0          Unf          0      2002        2002
## NA.220         <NA>         NA         <NA>         NA        NA          NA
## NA.221         <NA>         NA         <NA>         NA        NA          NA
## NA.222         <NA>         NA         <NA>         NA        NA          NA
## NA.223         <NA>         NA         <NA>         NA        NA          NA
## 1274            ALQ        719          Unf          0       300        1019
## 1276            Rec        220          Unf          0       708         928
## NA.224         <NA>         NA         <NA>         NA        NA          NA
## NA.225         <NA>         NA         <NA>         NA        NA          NA
## 1284            Unf          0          Unf          0       912         912
## NA.226         <NA>         NA         <NA>         NA        NA          NA
## NA.227         <NA>         NA         <NA>         NA        NA          NA
## 1290            Unf          0          Unf          0      1085        1085
## NA.228         <NA>         NA         <NA>         NA        NA          NA
## 1297            ALQ        776          Unf          0       344        1120
## 1299            GLQ       5644          Unf          0       466        6110
## NA.229         <NA>         NA         <NA>         NA        NA          NA
## NA.230         <NA>         NA         <NA>         NA        NA          NA
## 1303            GLQ        740          Unf          0       425        1165
## 1306            GLQ       1572          Unf          0        80        1652
## 1309            GLQ        144          ALQ        608       172         924
## NA.231         <NA>         NA         <NA>         NA        NA          NA
## 1311            GLQ       1406          Unf          0       496        1902
## NA.232         <NA>         NA         <NA>         NA        NA          NA
## 1314            Unf          0          Unf          0      1393        1393
## 1316            ALQ        500          LwQ        276       176         952
## NA.233         <NA>         NA         <NA>         NA        NA          NA
## NA.234         <NA>         NA         <NA>         NA        NA          NA
## 1323            GLQ        674          Unf          0        76         750
## 1331            Unf          0          Unf          0      1588        1588
## 1336            ALQ        686          Unf          0       664        1350
## 1337            Unf          0          Unf          0      1656        1656
## 1338            Unf          0          Unf          0       693         693
## 1339            GLQ        700          Unf          0       216         916
## 1340            Rec        360          Unf          0       504         864
## NA.235         <NA>         NA         <NA>         NA        NA          NA
## 1345            Unf          0          Unf          0       728         728
## NA.236         <NA>         NA         <NA>         NA        NA          NA
## 1348            GLQ         80          Unf          0      1652        1732
## NA.237         <NA>         NA         <NA>         NA        NA          NA
## 1351            LwQ        500          Unf          0       748        1248
## NA.238         <NA>         NA         <NA>         NA        NA          NA
## 1356            Unf          0          Unf          0       570         570
## NA.239         <NA>         NA         <NA>         NA        NA          NA
## NA.240         <NA>         NA         <NA>         NA        NA          NA
## NA.241         <NA>         NA         <NA>         NA        NA          NA
## 1360            GLQ       1447          Unf          0       533        1980
## 1362            ALQ       1274          Unf          0       256        1530
## NA.242         <NA>         NA         <NA>         NA        NA          NA
## NA.243         <NA>         NA         <NA>         NA        NA          NA
## NA.244         <NA>         NA         <NA>         NA        NA          NA
## 1371            ALQ        315          Rec        105       420         840
## 1372            BLQ        831          Unf          0       161         992
## NA.245         <NA>         NA         <NA>         NA        NA          NA
## 1375            Unf          0          Unf          0      1026        1026
## 1376            Unf          0          Unf          0      1571        1571
## NA.246         <NA>         NA         <NA>         NA        NA          NA
## NA.247         <NA>         NA         <NA>         NA        NA          NA
## 1387            BLQ        790          LwQ        469       133        1392
## 1396            Unf          0          Unf          0      1094        1094
## NA.248         <NA>         NA         <NA>         NA        NA          NA
## NA.249         <NA>         NA         <NA>         NA        NA          NA
## 1412            BLQ        120          Unf          0       736         856
## 1414            GLQ        976          Unf          0       868        1844
## NA.250         <NA>         NA         <NA>         NA        NA          NA
## NA.251         <NA>         NA         <NA>         NA        NA          NA
## 1421            ALQ        404          Unf          0       304         708
## NA.252         <NA>         NA         <NA>         NA        NA          NA
## NA.253         <NA>         NA         <NA>         NA        NA          NA
## 1426            Unf          0          Unf          0      1252        1252
## 1427            GLQ       1000          Unf          0       223        1223
## NA.254         <NA>         NA         <NA>         NA        NA          NA
## NA.255         <NA>         NA         <NA>         NA        NA          NA
## 1434            Unf          0          Unf          0       936         936
## 1435            ALQ        936          Unf          0       190        1126
## 1436            Unf          0          Unf          0      1319        1319
## 1438            GLQ       1336          Unf          0       596        1932
## 1439            GLQ        600          Unf          0       312         912
## 1440            GLQ        315          Rec        110       114         539
## NA.256         <NA>         NA         <NA>         NA        NA          NA
## 1443            GLQ        765          Unf          0       252        1017
## NA.257         <NA>         NA         <NA>         NA        NA          NA
## NA.258         <NA>         NA         <NA>         NA        NA          NA
## 1448            GLQ       1079          Unf          0       141        1220
## 1454            Unf          0          Unf          0      1140        1140
## 1457            ALQ        790          Rec        163       589        1542
##        Heating HeatingQC CentralAir Electrical X1stFlrSF X2ndFlrSF LowQualFinSF
## 2         GasA        Ex          Y      SBrkr      1262         0            0
## 5         GasA        Ex          Y      SBrkr      1145      1053            0
## 6         GasA        Ex          Y      SBrkr       796       566            0
## NA        <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 12        GasA        Ex          Y      SBrkr      1182      1142            0
## NA.1      <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 14        GasA        Ex          Y      SBrkr      1494         0            0
## NA.2      <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.3      <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 21        GasA        Ex          Y      SBrkr      1158      1218            0
## NA.4      <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 26        GasA        Ex          Y      SBrkr      1600         0            0
## 28        GasA        Ex          Y      SBrkr      1704         0            0
## NA.5      <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 33        GasA        Ex          Y      SBrkr      1234         0            0
## 36        GasA        Ex          Y      SBrkr      1132      1320            0
## 37        GasA        Ex          Y      SBrkr      1097         0            0
## 41        GasA        Ex          Y      SBrkr      1324         0            0
## 42        GasA        Gd          Y      SBrkr      1328         0            0
## NA.6      <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.7      <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 48        GasA        Ex          Y      SBrkr      1656         0            0
## NA.8      <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 53        GasA        TA          N      SBrkr       816         0            0
## 56        GasA        Gd          Y      SBrkr      1425         0            0
## 58        GasA        Ex          Y      SBrkr       860       860            0
## NA.9      <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.10     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 70        GasW        TA          Y      SBrkr      1304       983            0
## 71        GasA        Ex          Y      SBrkr      2223         0            0
## 74        GasA        Gd          Y      SBrkr      1086         0            0
## NA.11     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 81        GasA        TA          Y      SBrkr      1182       960            0
## 84        GasA        Gd          Y      SBrkr      1065         0            0
## NA.12     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 86        GasA        Ex          Y      SBrkr      1301      1116            0
## 87        GasA        Ex          Y      SBrkr       684       876            0
## 89        GasA        TA          N      SBrkr      1013         0          513
## 92        GasA        TA          Y      SBrkr      1235         0            0
## 93        GasA        Ex          Y      SBrkr       964         0            0
## NA.13     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 99        GasA        Fa          N      SBrkr       835         0            0
## NA.14     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 104       GasA        Ex          Y      SBrkr      1226         0            0
## NA.15     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 109       GasW        TA          N      FuseF       997       520            0
## 110       GasA        Ex          Y      SBrkr      1844         0            0
## NA.16     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.17     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.18     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 119       GasA        Gd          Y      SBrkr      1699      1523            0
## NA.19     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.20     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 131       GasA        Ex          Y      SBrkr      1216       941            0
## NA.21     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.22     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 136       GasA        Gd          Y      SBrkr      1682         0            0
## NA.23     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 138       GasA        Gd          Y      SBrkr      1959         0            0
## NA.24     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.25     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 151       GasA        TA          Y      SBrkr       969         0            0
## 152       GasA        Ex          Y      SBrkr      1710         0            0
## NA.26     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.27     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 155       GasA        TA          Y      FuseA      1200         0            0
## 158       GasA        Ex          Y      SBrkr       774      1194            0
## 159       GasA        Ex          Y      SBrkr       991       956            0
## 160       GasA        Ex          Y      SBrkr      1392      1070            0
## NA.28     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 162       GasA        Ex          Y      SBrkr      1572      1096            0
## 163       GasA        Ex          Y      SBrkr      1541         0            0
## NA.29     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 168       GasA        Ex          Y      SBrkr      1610       551            0
## NA.30     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.31     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 172       GasA        Fa          Y      SBrkr      1656         0            0
## 174       GasA        TA          Y      SBrkr      1362         0            0
## 176       GasA        TA          Y      SBrkr      2158         0            0
## 177       GasA        TA          Y      SBrkr      1164       896            0
## NA.32     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.33     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 185       GasA        Gd          Y      SBrkr       936       316            0
## 186       GasA        Ex          Y      SBrkr      1518      1518          572
## NA.34     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.35     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 198       GasA        Gd          Y      SBrkr      1360      1360          392
## 199       GasA        Ex          Y      SBrkr       929       929          371
## 201       GasA        Ex          Y      SBrkr      1121         0            0
## NA.36     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 206       GasA        Ex          Y      SBrkr      1442         0            0
## NA.37     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.38     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 212       GasA        Ex          Y      SBrkr      1212         0            0
## NA.39     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.40     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.41     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 223       GasA        TA          Y      SBrkr       811       741            0
## 225       GasA        Ex          Y      SBrkr      2392         0            0
## 227       GasA        Ex          Y      SBrkr      1214      1306            0
## 232       GasA        Ex          Y      SBrkr      1490      1304            0
## NA.42     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.43     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 239       GasA        Ex          Y      SBrkr      1694         0            0
## NA.44     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 246       GasA        Gd          Y      SBrkr      1872         0            0
## NA.45     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 254       GasA        Ex          Y      SBrkr      1302         0            0
## 259       GasA        Ex          Y      SBrkr       963       829            0
## 261       GasA        TA          Y      SBrkr      1382         0            0
## 263       GasA        TA          Y      SBrkr      1212         0            0
## NA.46     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 271       GasA        Gd          Y      SBrkr      1095       844            0
## 273       GasA        Ex          Y      SBrkr      1164      1106            0
## 274       GasA        Gd          Y      SBrkr      1632         0            0
## 277       GasA        Ex          Y      SBrkr      1560         0            0
## 278       GasA        Ex          Y      SBrkr       864         0            0
## 279       GasA        Ex          Y      SBrkr      2121         0            0
## 280       GasA        Ex          Y      SBrkr      1156       866            0
## 281       GasA        Gd          Y      SBrkr      1175       807            0
## NA.47     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.48     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 291       GasA        Ex          Y      SBrkr      1079       840            0
## NA.49     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 295       GasA        TA          Y      SBrkr      1644         0            0
## 299       GasA        Gd          Y      SBrkr      1041       702            0
## 300       GasA        Ex          Y      SBrkr      1152         0            0
## 301       GasA        TA          Y      SBrkr      1336         0            0
## 303       GasA        Ex          Y      SBrkr      1541         0            0
## 305       GasA        Ex          Y      SBrkr      1675      1818            0
## 306       GasA        Ex          Y      SBrkr      2000         0            0
## 307       GasA        Gd          Y      SBrkr      1122      1121            0
## NA.50     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.51     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 310       GasA        Ex          Y      SBrkr      1944         0            0
## NA.52     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 314       GasW        TA          Y      SBrkr      2036         0            0
## 317       GasA        TA          Y      SBrkr      1153      1200            0
## 319       GasA        Ex          Y      SBrkr      1372      1274            0
## NA.53     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 321       GasA        Ex          Y      SBrkr      1249      1347            0
## 322       GasA        Ex          Y      SBrkr      1136      1332            0
## 323       GasA        Ex          Y      SBrkr      1553      1177            0
## 325       GasA        Ex          Y      SBrkr      1898      1080            0
## 328       GasA        TA          Y      SBrkr      1383         0            0
## NA.54     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.55     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 333       GasA        Ex          Y      SBrkr      1629         0            0
## NA.56     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 337       GasA        Ex          Y      SBrkr      1922         0            0
## 339       GasA        Ex          Y      SBrkr      1621         0            0
## 341       GasA        Ex          Y      SBrkr       993       915            0
## NA.57     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.58     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.59     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.60     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 356       GasA        Ex          Y      SBrkr      1200         0            0
## NA.61     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 359       GasA        Ex          Y      FuseF      1352         0            0
## NA.62     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.63     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.64     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.65     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 368       GasA        Gd          Y      SBrkr      1431         0            0
## NA.66     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.67     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 372       GasA        TA          Y      SBrkr      1120       468            0
## NA.68     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 378       GasA        Ex          Y      SBrkr      1580       886            0
## 379       GasA        Ex          Y      SBrkr      1856         0            0
## NA.69     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 389       GasA        Ex          Y      SBrkr      1479         0            0
## 390       GasA        Ex          Y      SBrkr      1742       590            0
## NA.70     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.71     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 404       GasA        Gd          Y      SBrkr      1165      1098            0
## NA.72     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.73     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 409       GasA        Ex          Y      SBrkr      1071      1101            0
## 410       GasA        Ex          Y      SBrkr      1050      1028            0
## 412       GasA        TA          N      SBrkr      1056         0            0
## NA.74     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 418       GasW        TA          N      FuseA      1370      1254            0
## NA.75     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 423       GasA        Ex          Y      FuseA       988         0            0
## 424       GasA        Gd          Y      SBrkr      1470      1160            0
## NA.76     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 430       GasA        TA          Y      SBrkr      1412         0            0
## 434       GasA        Ex          Y      SBrkr       926       678            0
## 441       GasA        Ex          Y      SBrkr      2402         0            0
## 442       GasA        TA          N      FuseF      1440         0            0
## 447       GasA        Ex          Y      SBrkr      1888         0            0
## NA.77     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.78     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 456       GasA        Fa          Y      SBrkr      1242         0            0
## NA.79     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.80     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.81     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.82     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 467       GasA        TA          Y      SBrkr      1277         0            0
## 469       GasA        Ex          Y      SBrkr      1634         0            0
## NA.83     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 472       GasA        TA          Y      SBrkr      1161       808            0
## 474       GasA        Ex          Y      SBrkr      1976         0            0
## 476       GasA        TA          Y      SBrkr       970         0            0
## 478       GasA        Ex          Y      SBrkr      2069       574            0
## 481       GasA        Ex          Y      SBrkr      1850         0            0
## NA.84     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 486       GasA        Gd          Y      SBrkr      1113         0            0
## NA.85     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 493       GasA        Gd          Y      SBrkr       728       728            0
## NA.86     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 504       GasA        TA          Y      SBrkr      1801         0            0
## 507       GasA        Ex          Y      SBrkr      1065       846            0
## 510       GasA        Ex          Y      SBrkr      1041         0            0
## 516       GasA        Ex          Y      SBrkr      2020         0            0
## NA.87     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.88     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 522       GasA        Ex          Y      FuseA      1244         0            0
## 524       GasA        Ex          Y      SBrkr      3138      1538            0
## 525       GasA        Ex          Y      SBrkr      1383      1015            0
## NA.89     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 531       GasA        Ex          Y      SBrkr      1509         0            0
## NA.90     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.91     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.92     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 541       GasA        Ex          Y      SBrkr      1838         0            0
## NA.93     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.94     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 553       GasA        Ex          Y      SBrkr      1717         0            0
## 555       GasA        Ex          Y      SBrkr      1006      1040            0
## NA.95     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.96     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.97     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.98     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 573       GasA        Gd          Y      SBrkr       846       846            0
## 576       GasA        TA          Y      SBrkr       832       384            0
## 578       GasA        Ex          Y      SBrkr      1320         0            0
## 580       GasA        Ex          N      FuseF      1050       745            0
## NA.99     <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 582       GasA        Ex          Y      SBrkr      2042         0            0
## 583       GasA        TA          Y      SBrkr       816         0            0
## 586       GasA        Ex          Y      SBrkr      2028         0            0
## 592       GasA        Ex          Y      SBrkr      1728       568            0
## NA.100    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 595       GasA        TA          Y      SBrkr       924         0            0
## 599       GasA        Ex          Y      SBrkr      1647         0            0
## 603       GasA        Ex          Y      SBrkr       927       988            0
## 605       GasA        Ex          Y      SBrkr      1494         0            0
## 606       GasA        TA          Y      SBrkr      1186       800            0
## 607       GasA        Gd          Y      SBrkr      1040         0            0
## NA.101    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.102    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.103    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 616       GasA        Ex          Y      SBrkr      1054         0            0
## NA.104    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 619       GasA        Ex          Y      SBrkr      1828         0            0
## 620       GasA        Ex          Y      SBrkr      1482       780            0
## 622       GasA        TA          Y      SBrkr      1548      1066            0
## NA.105    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 625       GasA        Gd          Y      SBrkr      1012       778            0
## 626       GasA        TA          Y      SBrkr      1116         0            0
## NA.106    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 628       GasA        Ex          Y      SBrkr      1520         0            0
## 630       GasA        TA          Y      SBrkr      1350         0            0
## 633       GasA        TA          Y      SBrkr      1411         0            0
## 634       GasA        TA          Y      SBrkr      1056         0            0
## NA.107    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 644       GasA        Ex          Y      SBrkr       780       840            0
## 645       GasA        Ex          Y      SBrkr      1766         0            0
## NA.108    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 648       GasA        Ex          Y      SBrkr      1094         0            0
## 655       GasA        Ex          Y      SBrkr      2113         0            0
## NA.109    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 663       GasA        Gd          Y      SBrkr      1392         0            0
## 664       GasA        TA          Y      SBrkr      1181         0            0
## 666       GasA        Ex          Y      SBrkr      1454       482            0
## NA.110    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.111    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 670       GasA        Ex          Y      SBrkr      1180         0            0
## NA.112    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 674       GasA        Ex          Y      SBrkr      1839         0            0
## 675       GasA        TA          Y      SBrkr      1136         0            0
## 679       GasA        Ex          Y      SBrkr      2046         0            0
## NA.113    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.114    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 684       GasA        Ex          Y      SBrkr      1668         0            0
## NA.115    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 687       GasA        Ex          Y      SBrkr       874       887            0
## NA.116    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.117    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 692       GasA        Ex          Y      SBrkr      2444      1872            0
## 701       GasA        Ex          Y      SBrkr      1800         0            0
## 702       GasA        TA          Y      SBrkr      1164         0            0
## 703       GasA        Ex          Y      SBrkr      1264      1312            0
## NA.118    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.119    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.120    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 718       GasA        Gd          Y      SBrkr      1178         0            0
## 719       GasA        Ex          Y      SBrkr      1325      1093            0
## NA.121    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.122    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 725       GasA        Ex          Y      SBrkr      1698         0            0
## NA.123    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 729       GasA        TA          Y      SBrkr      1776         0            0
## 734       GasA        Ex          Y      SBrkr      1144         0            0
## NA.124    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.125    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.126    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.127    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 754       GasA        Gd          Y      SBrkr      1038      1060            0
## NA.128    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 764       GasA        Ex          Y      SBrkr      1268      1097            0
## 767       GasA        TA          Y      SBrkr       980       734            0
## NA.129    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 773       GasA        TA          Y      SBrkr      1117         0            0
## 775       GasA        Gd          Y      SBrkr      1973         0            0
## 777       GasA        Ex          Y      SBrkr      1614         0            0
## 778       GasA        TA          Y      SBrkr       894         0            0
## NA.130    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.131    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.132    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.133    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 793       GasA        Ex          Y      SBrkr      1127       886            0
## NA.134    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 799       GasA        Ex          Y      SBrkr      1966      1174            0
## 804       GasA        Ex          Y      SBrkr      1734      1088            0
## 806       GasA        Ex          Y      SBrkr      1428         0            0
## 808       GasA        Ex          Y      SBrkr      1072       504            0
## 809       GasA        TA          Y      SBrkr      1086         0            0
## 810       GasA        TA          N      FuseA      1075      1063            0
## NA.135    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.136    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.137    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 819       GasA        Gd          Y      SBrkr      1052         0            0
## NA.138    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 825       GasA        Ex          Y      SBrkr      1489         0            0
## 826       GasA        Ex          Y      SBrkr      2084         0            0
## NA.139    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 831       GasA        TA          Y      FuseA      1392         0            0
## 834       GasA        TA          Y      SBrkr      1516         0            0
## 837       GasA        Gd          Y      SBrkr      1559         0            0
## NA.140    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 843       GasA        TA          Y      SBrkr      1165         0            0
## 844       GasA        Ex          N      SBrkr      1800         0            0
## 845       GasA        Gd          Y      SBrkr       876       540            0
## NA.141    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 850       GasA        Ex          Y      SBrkr      1094       761            0
## NA.142    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.143    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 855       GasA        TA          Y      SBrkr      1779         0            0
## NA.144    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.145    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 859       GasA        TA          Y      SBrkr      1370         0            0
## NA.146    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 863       GasA        TA          Y      SBrkr      1097         0            0
## NA.147    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 868       GasA        TA          Y      SBrkr      1120         0            0
## NA.148    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 870       GasA        Ex          Y      SBrkr      1062       887            0
## 877       GasA        Gd          Y      SBrkr      1040         0            0
## 879       GasA        TA          Y      SBrkr      1155         0            0
## NA.149    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.150    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 889       GasA        Ex          Y      SBrkr      2217         0            0
## 890       GasA        Ex          Y      SBrkr      1505         0            0
## NA.151    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 899       GasA        Ex          Y      SBrkr      2364         0            0
## NA.152    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.153    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 906       GasA        TA          Y      SBrkr      1063         0            0
## 907       GasA        Ex          Y      SBrkr      1636         0            0
## 908       GasA        Gd          Y      SBrkr      1020      1037            0
## NA.154    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 910       GasA        Ex          Y      SBrkr       742       742            0
## 911       GasA        TA          Y      FuseA      1105      1169            0
## NA.155    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 914       GasA        TA          N      FuseA      1001      1001            0
## NA.156    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 919       GasA        Ex          Y      SBrkr       912      1215            0
## 920       GasA        Ex          Y      SBrkr      1414         0            0
## NA.157    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 927       GasA        Ex          Y      SBrkr      1234      1140            0
## NA.158    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.159    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.160    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 933       GasA        Ex          Y      SBrkr      1905         0            0
## 935       GasA        Ex          Y      SBrkr      2069         0            0
## NA.161    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.162    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 944       GasA        TA          Y      SBrkr      1632         0            0
## NA.163    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 946       GasA        TA          Y      SBrkr      1188       561          120
## 948       GasA        Ex          Y      SBrkr      1629         0            0
## NA.164    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 956       GasA        TA          N      FuseF       979       979            0
## NA.165    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 964       GasA        Ex          Y      SBrkr      1800         0            0
## 965       GasA        Ex          Y      SBrkr       824      1070            0
## 967       GasA        Ex          Y      SBrkr       976       332            0
## NA.166    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 974       GasA        Ex          Y      SBrkr      1428         0            0
## NA.167    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 980       GasA        TA          Y      SBrkr      1121         0            0
## NA.168    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 982       GasA        Ex          Y      SBrkr      1276      1336            0
## NA.169    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 988       GasA        Ex          Y      SBrkr      1940         0            0
## NA.170    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 991       GasA        Ex          Y      SBrkr      1407       985            0
## 992       GasA        Gd          Y      SBrkr       916       826            0
## 993       GasA        Gd          Y      SBrkr      1020       831            0
## 995       GasA        Ex          Y      SBrkr      1718         0            0
## NA.171    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.172    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.173    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.174    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1011      GasA        TA          Y      SBrkr       720       551            0
## NA.175    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.176    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.177    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.178    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1032      GasA        Ex          Y      SBrkr      1687       998          397
## NA.179    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.180    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.181    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1037      GasA        Ex          Y      SBrkr      1620         0            0
## NA.182    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1041      GasA        Ex          Y      SBrkr      1803         0            0
## NA.183    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1044      GasA        Ex          Y      SBrkr      1532       797            0
## 1045      GasA        TA          Y      SBrkr      2524         0            0
## NA.184    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1047      GasA        Ex          Y      SBrkr      1992       876            0
## 1049      GasA        TA          Y      SBrkr      1771         0            0
## 1052      GasA        Ex          Y      SBrkr      1316         0            0
## 1053      GasA        TA          Y      SBrkr      1127       850            0
## 1055      GasA        Ex          Y      SBrkr      1091       898            0
## 1056      GasA        TA          Y      SBrkr      1523         0            0
## NA.185    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1059      GasA        Ex          Y      SBrkr      1130      1054            0
## NA.186    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1062      GasA        TA          Y      SBrkr       894         0            0
## 1063      GasA        TA          N      SBrkr      1422       915            0
## NA.187    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1066      GasA        Ex          Y      SBrkr      1306       954            0
## 1068      GasA        TA          Y      SBrkr       798       813            0
## NA.188    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1081      GasA        Ex          Y      SBrkr      1258         0            0
## 1084      GasA        TA          Y      SBrkr      1251         0            0
## NA.189    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.190    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1088      GasA        Ex          Y      SBrkr      1082       871            0
## NA.191    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1100      GasA        TA          Y      SBrkr      1601         0            0
## 1106      GasA        Ex          Y      SBrkr      1500      1122            0
## 1107      GasA        Gd          Y      SBrkr      1442         0            0
## 1108      GasA        Ex          Y      SBrkr       887      1134            0
## NA.192    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1110      GasA        Ex          Y      SBrkr      1836         0            0
## NA.193    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1112      GasA        TA          Y      SBrkr      1098       866            0
## 1115      GasA        Ex          Y      SBrkr       833         0            0
## 1116      GasA        Ex          Y      SBrkr      1734         0            0
## NA.194    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1119      GasA        TA          Y      SBrkr      1021       580            0
## 1122      GasA        Ex          Y      SBrkr      1552         0            0
## NA.195    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.196    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1128      GasA        Ex          Y      SBrkr      1530         0            0
## 1133      GasW        TA          Y      SBrkr      1178      1032            0
## 1134      GasA        Ex          Y      SBrkr      1142       878            0
## 1137      GasA        TA          Y      FuseA      1032       220            0
## NA.197    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1140      GasA        TA          Y      SBrkr      1167         0            0
## NA.198    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.199    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.200    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.201    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1152      GasA        TA          Y      SBrkr      1466         0            0
## 1153      GasA        Ex          Y      SBrkr      1811         0            0
## NA.202    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.203    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1156      GasA        TA          Y      SBrkr      1437         0            0
## 1157      GasA        Gd          Y      SBrkr      1265         0            0
## 1159      GasA        Ex          Y      SBrkr      1580         0            0
## NA.204    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1163      GasA        Gd          Y      SBrkr       894         0            0
## NA.205    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1169      GasA        Ex          Y      SBrkr      1236       872            0
## 1170      GasA        Ex          Y      SBrkr      1831      1796            0
## 1174      GasA        TA          Y      SBrkr      1636       971          479
## 1175      GasA        TA          Y      SBrkr      1170      1175            0
## 1176      GasA        Ex          Y      SBrkr      2129       743            0
## NA.206    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.207    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1183      GasA        Ex          Y      SBrkr      2411      2065            0
## 1187      GasA        TA          Y      SBrkr      1014       685            0
## 1188      GasA        Ex          Y      SBrkr      1624         0            0
## NA.208    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.209    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1195      GasA        TA          Y      SBrkr       663       689            0
## 1202      GasA        Ex          Y      SBrkr       866       913            0
## 1206      GasA        Gd          Y      SBrkr      2196         0            0
## NA.210    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1210      GasA        Ex          Y      SBrkr      1660         0            0
## 1212      GasA        Gd          Y      SBrkr      1080       672            0
## NA.211    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1216      GasA        TA          Y      SBrkr       894         0            0
## 1224      GasA        TA          N      FuseA      2136         0            0
## 1227      GasA        Ex          Y      SBrkr       894      1039            0
## NA.212    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.213    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1236      GasA        Gd          Y      FuseF       892       892            0
## 1242      GasA        Ex          Y      SBrkr      1689         0            0
## 1243      GasA        TA          Y      SBrkr      1173         0            0
## 1244      GasA        Ex          Y      SBrkr      2076         0            0
## NA.214    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.215    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1251      GasA        Ex          Y      SBrkr      2110         0            0
## NA.216    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.217    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1257      GasA        Ex          Y      SBrkr      1987         0            0
## NA.218    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1262      GasA        Gd          Y      SBrkr      1050         0            0
## NA.219    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1268      GasA        Ex          Y      SBrkr      2018         0            0
## NA.220    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.221    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.222    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.223    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1274      GasA        Gd          Y      SBrkr      1357         0            0
## 1276      GasA        Gd          Y      FuseA       928       992            0
## NA.224    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.225    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1284      GasA        TA          Y      SBrkr       912       912            0
## NA.226    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.227    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1290      GasA        Ex          Y      SBrkr      1120       850            0
## NA.228    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1297      GasA        Gd          Y      SBrkr      1128         0            0
## 1299      GasA        Ex          Y      SBrkr      4692       950            0
## NA.229    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.230    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1303      GasA        Ex          Y      SBrkr      1203      1323            0
## 1306      GasA        Ex          Y      SBrkr      1652         0            0
## 1309      GasA        Ex          Y      SBrkr      1122         0            0
## NA.231    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1311      GasA        TA          Y      SBrkr      1902         0            0
## NA.232    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1314      GasA        Ex          Y      SBrkr      1422      1177            0
## 1316      GasA        TA          Y      SBrkr      1092      1020            0
## NA.233    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.234    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1323      GasA        Ex          Y      SBrkr      1061       862            0
## 1331      GasA        Ex          Y      SBrkr      1588         0            0
## 1336      GasA        TA          Y      SBrkr      1334         0            0
## 1337      GasA        TA          Y      SBrkr      1656         0            0
## 1338      Grav        Fa          N      FuseA       693         0            0
## 1339      GasA        Ex          Y      SBrkr       920       941            0
## 1340      GasA        Ex          Y      SBrkr       864         0            0
## NA.235    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1345      GasA        Ex          Y      SBrkr       728       728            0
## NA.236    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1348      GasA        Ex          Y      SBrkr      1776         0            0
## NA.237    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1351      GasA        TA          Y      SBrkr      1338      1296            0
## NA.238    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1356      GasA        Gd          Y      SBrkr      1222       698            0
## NA.239    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.240    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.241    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1360      GasA        Ex          Y      SBrkr      1980         0            0
## 1362      GasA        Ex          Y      SBrkr      1530         0            0
## NA.242    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.243    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.244    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1371      GasA        Ex          Y      SBrkr       840       534            0
## 1372      GasA        Gd          Y      SBrkr      1661         0            0
## NA.245    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1375      GasA        Ex          Y      SBrkr      1026       932            0
## 1376      GasA        Ex          Y      SBrkr      1571         0            0
## NA.246    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.247    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1387      GasA        TA          Y      SBrkr      1392      1392            0
## 1396      GasA        Ex          Y      SBrkr      1133      1349            0
## NA.248    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.249    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1412      GasA        Ex          Y      SBrkr      1112       556            0
## 1414      GasA        Ex          Y      SBrkr      1844         0            0
## NA.250    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.251    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1421      GasA        Gd          Y      SBrkr       708       708            0
## NA.252    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.253    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1426      GasA        Ex          Y      SBrkr      1252         0            0
## 1427      GasA        Ex          Y      SBrkr      1223       904            0
## NA.254    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.255    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1434      GasA        Ex          Y      SBrkr       962       830            0
## 1435      GasA        Fa          Y      SBrkr      1126         0            0
## 1436      GasA        TA          Y      SBrkr      1537         0            0
## 1438      GasA        Ex          Y      SBrkr      1932         0            0
## 1439      GasA        TA          Y      FuseA      1236         0            0
## 1440      GasA        TA          Y      SBrkr      1040       685            0
## NA.256    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1443      GasA        Ex          Y      SBrkr      1026       981            0
## NA.257    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## NA.258    <NA>      <NA>       <NA>       <NA>        NA        NA           NA
## 1448      GasA        Ex          Y      SBrkr      1220       870            0
## 1454      GasA        Ex          Y      SBrkr      1140         0            0
## 1457      GasA        TA          Y      SBrkr      2073         0            0
##        GrLivArea BsmtFullBath BsmtHalfBath FullBath HalfBath BedroomAbvGr
## 2           1262            0            1        2        0            3
## 5           2198            1            0        2        1            4
## 6           1362            1            0        1        1            1
## NA            NA           NA           NA       NA       NA           NA
## 12          2324            1            0        3        0            4
## NA.1          NA           NA           NA       NA       NA           NA
## 14          1494            0            0        2        0            3
## NA.2          NA           NA           NA       NA       NA           NA
## NA.3          NA           NA           NA       NA       NA           NA
## 21          2376            0            0        3        1            4
## NA.4          NA           NA           NA       NA       NA           NA
## 26          1600            0            0        2        0            3
## 28          1704            1            0        2        0            3
## NA.5          NA           NA           NA       NA       NA           NA
## 33          1234            0            0        2        0            3
## 36          2452            0            0        3        1            4
## 37          1097            0            0        1        1            3
## 41          1324            0            0        2        0            3
## 42          1328            0            1        1        1            2
## NA.6          NA           NA           NA       NA       NA           NA
## NA.7          NA           NA           NA       NA       NA           NA
## 48          1656            0            0        2        0            3
## NA.8          NA           NA           NA       NA       NA           NA
## 53           816            1            0        1        0            2
## 56          1425            0            0        2        0            3
## 58          1720            0            0        2        1            3
## NA.9          NA           NA           NA       NA       NA           NA
## NA.10         NA           NA           NA       NA       NA           NA
## 70          2287            0            0        2        0            3
## 71          2223            1            0        2        0            3
## 74          1086            1            0        1        0            3
## NA.11         NA           NA           NA       NA       NA           NA
## 81          2142            0            0        2        1            4
## 84          1065            0            0        1        1            3
## NA.12         NA           NA           NA       NA       NA           NA
## 86          2417            0            0        2        1            4
## 87          1560            0            0        2        1            3
## 89          1526            0            0        1        0            2
## 92          1235            0            0        1        0            2
## 93           964            1            0        1        0            2
## NA.13         NA           NA           NA       NA       NA           NA
## 99           835            0            0        1        0            2
## NA.14         NA           NA           NA       NA       NA           NA
## 104         1226            0            0        2        0            3
## NA.15         NA           NA           NA       NA       NA           NA
## 109         1517            0            0        2        0            3
## 110         1844            0            0        2        0            3
## NA.16         NA           NA           NA       NA       NA           NA
## NA.17         NA           NA           NA       NA       NA           NA
## NA.18         NA           NA           NA       NA       NA           NA
## 119         3222            1            0        3        0            5
## NA.19         NA           NA           NA       NA       NA           NA
## NA.20         NA           NA           NA       NA       NA           NA
## 131         2157            0            0        2        1            4
## NA.21         NA           NA           NA       NA       NA           NA
## NA.22         NA           NA           NA       NA       NA           NA
## 136         1682            0            0        2        0            3
## NA.23         NA           NA           NA       NA       NA           NA
## 138         1959            0            0        3        0            5
## NA.24         NA           NA           NA       NA       NA           NA
## NA.25         NA           NA           NA       NA       NA           NA
## 151          969            0            0        1        1            3
## 152         1710            1            0        2        0            2
## NA.26         NA           NA           NA       NA       NA           NA
## NA.27         NA           NA           NA       NA       NA           NA
## 155         1200            0            0        1        0            4
## 158         1968            0            0        2        1            4
## 159         1947            0            0        2        1            3
## 160         2462            1            0        2        1            4
## NA.28         NA           NA           NA       NA       NA           NA
## 162         2668            1            0        2        1            3
## 163         1541            0            0        2        0            3
## NA.29         NA           NA           NA       NA       NA           NA
## 168         2161            1            0        1        1            3
## NA.30         NA           NA           NA       NA       NA           NA
## NA.31         NA           NA           NA       NA       NA           NA
## 172         1656            1            0        1        0            3
## 174         1362            1            0        1        1            3
## 176         2158            1            0        2        0            4
## 177         2060            0            1        2        1            4
## NA.32         NA           NA           NA       NA       NA           NA
## NA.33         NA           NA           NA       NA       NA           NA
## 185         1252            0            0        1        0            3
## 186         3608            0            0        2        1            4
## NA.34         NA           NA           NA       NA       NA           NA
## NA.35         NA           NA           NA       NA       NA           NA
## 198         3112            1            1        2        0            4
## 199         2229            0            0        1        0            5
## 201         1121            0            0        2        0            2
## NA.36         NA           NA           NA       NA       NA           NA
## 206         1442            0            0        2        0            3
## NA.37         NA           NA           NA       NA       NA           NA
## NA.38         NA           NA           NA       NA       NA           NA
## 212         1212            0            0        2        0            3
## NA.39         NA           NA           NA       NA       NA           NA
## NA.40         NA           NA           NA       NA       NA           NA
## NA.41         NA           NA           NA       NA       NA           NA
## 223         1552            1            0        2        1            3
## 225         2392            0            0        2        0            3
## 227         2520            0            0        2        1            4
## 232         2794            1            0        2        1            4
## NA.42         NA           NA           NA       NA       NA           NA
## NA.43         NA           NA           NA       NA       NA           NA
## 239         1694            0            0        2        0            3
## NA.44         NA           NA           NA       NA       NA           NA
## 246         1872            0            1        2        0            3
## NA.45         NA           NA           NA       NA       NA           NA
## 254         1302            0            1        2        0            3
## 259         1792            0            0        2        1            3
## 261         1382            1            0        1        0            3
## 263         1212            1            0        1        0            3
## NA.46         NA           NA           NA       NA       NA           NA
## 271         1939            0            0        2        1            3
## 273         2270            0            0        2        1            4
## 274         1632            1            0        2        0            3
## 277         1560            0            0        2        0            3
## 278          864            0            0        1        0            2
## 279         2121            0            0        2        1            3
## 280         2022            0            0        2        1            4
## 281         1982            0            0        2        1            3
## NA.47         NA           NA           NA       NA       NA           NA
## NA.48         NA           NA           NA       NA       NA           NA
## 291         1919            0            0        2        1            3
## NA.49         NA           NA           NA       NA       NA           NA
## 295         1644            1            0        1        0            3
## 299         1743            0            1        1        2            3
## 300         1152            0            1        1        0            3
## 301         1336            1            0        1        0            2
## 303         1541            0            0        2        0            3
## 305         3493            0            0        3        0            3
## 306         2000            1            0        2        0            3
## 307         2243            1            0        2        1            4
## NA.50         NA           NA           NA       NA       NA           NA
## NA.51         NA           NA           NA       NA       NA           NA
## 310         1944            1            0        2        0            3
## NA.52         NA           NA           NA       NA       NA           NA
## 314         2036            2            0        2        0            3
## 317         2353            1            0        2        1            4
## 319         2646            1            0        2        1            4
## NA.53         NA           NA           NA       NA       NA           NA
## 321         2596            0            0        3        1            4
## 322         2468            1            0        2        1            4
## 323         2730            1            0        2        1            4
## 325         2978            0            0        2        1            5
## 328         1383            0            0        1        1            3
## NA.54         NA           NA           NA       NA       NA           NA
## NA.55         NA           NA           NA       NA       NA           NA
## 333         1629            1            0        2        0            3
## NA.56         NA           NA           NA       NA       NA           NA
## 337         1922            1            0        2        0            3
## 339         1621            1            0        2        0            3
## 341         1908            0            0        2        1            4
## NA.57         NA           NA           NA       NA       NA           NA
## NA.58         NA           NA           NA       NA       NA           NA
## NA.59         NA           NA           NA       NA       NA           NA
## NA.60         NA           NA           NA       NA       NA           NA
## 356         1200            1            0        2        0            3
## NA.61         NA           NA           NA       NA       NA           NA
## 359         1352            0            1        1        0            3
## NA.62         NA           NA           NA       NA       NA           NA
## NA.63         NA           NA           NA       NA       NA           NA
## NA.64         NA           NA           NA       NA       NA           NA
## NA.65         NA           NA           NA       NA       NA           NA
## 368         1431            0            1        1        0            3
## NA.66         NA           NA           NA       NA       NA           NA
## NA.67         NA           NA           NA       NA       NA           NA
## 372         1588            0            0        2        0            4
## NA.68         NA           NA           NA       NA       NA           NA
## 378         2466            0            0        3        0            4
## 379         1856            1            0        1        1            1
## NA.69         NA           NA           NA       NA       NA           NA
## 389         1479            0            0        2        0            3
## 390         2332            1            0        2        1            3
## NA.70         NA           NA           NA       NA       NA           NA
## NA.71         NA           NA           NA       NA       NA           NA
## 404         2263            0            0        2        1            4
## NA.72         NA           NA           NA       NA       NA           NA
## NA.73         NA           NA           NA       NA       NA           NA
## 409         2172            0            0        2        1            3
## 410         2078            1            0        2        1            3
## 412         1056            1            0        1        0            3
## NA.74         NA           NA           NA       NA       NA           NA
## 418         2624            1            0        2        1            4
## NA.75         NA           NA           NA       NA       NA           NA
## 423          988            0            0        1        0            2
## 424         2630            1            0        2        1            4
## NA.76         NA           NA           NA       NA       NA           NA
## 430         1412            1            0        2        0            3
## 434         1604            0            0        2        1            3
## 441         2402            1            0        2        0            2
## 442         1440            0            0        2        0            4
## 447         1888            0            0        2        1            2
## NA.77         NA           NA           NA       NA       NA           NA
## NA.78         NA           NA           NA       NA       NA           NA
## 456         1242            0            0        1        1            3
## NA.79         NA           NA           NA       NA       NA           NA
## NA.80         NA           NA           NA       NA       NA           NA
## NA.81         NA           NA           NA       NA       NA           NA
## NA.82         NA           NA           NA       NA       NA           NA
## 467         1277            1            0        1        0            2
## 469         1634            0            0        2        0            3
## NA.83         NA           NA           NA       NA       NA           NA
## 472         1969            0            0        2        1            3
## 474         1976            1            0        2        0            2
## 476          970            1            0        1        0            2
## 478         2643            0            0        2        1            3
## 481         1850            1            0        2        0            3
## NA.84         NA           NA           NA       NA       NA           NA
## 486         1113            0            0        1        0            3
## NA.85         NA           NA           NA       NA       NA           NA
## 493         1456            0            0        2        1            3
## NA.86         NA           NA           NA       NA       NA           NA
## 504         1801            1            0        2        0            1
## 507         1911            0            0        2        1            3
## 510         1041            1            0        1        0            3
## 516         2020            1            0        2        1            3
## NA.87         NA           NA           NA       NA       NA           NA
## NA.88         NA           NA           NA       NA       NA           NA
## 522         1244            0            0        1        1            3
## 524         4676            1            0        3        1            3
## 525         2398            1            0        2        1            3
## NA.89         NA           NA           NA       NA       NA           NA
## 531         1509            1            0        2        0            3
## NA.90         NA           NA           NA       NA       NA           NA
## NA.91         NA           NA           NA       NA       NA           NA
## NA.92         NA           NA           NA       NA       NA           NA
## 541         1838            1            0        2        0            2
## NA.93         NA           NA           NA       NA       NA           NA
## NA.94         NA           NA           NA       NA       NA           NA
## 553         1717            0            0        2        0            3
## 555         2046            1            0        2        1            3
## NA.95         NA           NA           NA       NA       NA           NA
## NA.96         NA           NA           NA       NA       NA           NA
## NA.97         NA           NA           NA       NA       NA           NA
## NA.98         NA           NA           NA       NA       NA           NA
## 573         1692            0            0        2        1            3
## 576         1216            0            0        1        0            2
## 578         1320            1            0        1        0            3
## 580         1795            0            0        2        0            4
## NA.99         NA           NA           NA       NA       NA           NA
## 582         2042            0            0        2        1            3
## 583          816            1            0        1        0            3
## 586         2028            1            0        2        0            2
## 592         2296            1            0        2        1            3
## NA.100        NA           NA           NA       NA       NA           NA
## 595          924            0            0        1        0            3
## 599         1647            1            0        2        0            3
## 603         1915            1            0        2        1            3
## 605         1494            1            0        2        0            3
## 606         1986            0            0        2        1            3
## 607         1040            1            0        1        0            3
## NA.101        NA           NA           NA       NA       NA           NA
## NA.102        NA           NA           NA       NA       NA           NA
## NA.103        NA           NA           NA       NA       NA           NA
## 616         1054            1            0        1        0            3
## NA.104        NA           NA           NA       NA       NA           NA
## 619         1828            0            0        2        0            3
## 620         2262            1            0        2        1            4
## 622         2614            0            0        2        1            4
## NA.105        NA           NA           NA       NA       NA           NA
## 625         1790            1            0        1        2            4
## 626         1116            0            0        1        1            3
## NA.106        NA           NA           NA       NA       NA           NA
## 628         1520            1            0        1        0            3
## 630         1350            1            0        1        1            3
## 633         1411            0            0        2        0            3
## 634         1056            0            1        1        0            3
## NA.107        NA           NA           NA       NA       NA           NA
## 644         1620            0            0        2        1            4
## 645         1766            1            0        2        1            2
## NA.108        NA           NA           NA       NA       NA           NA
## 648         1094            0            0        1        0            3
## 655         2113            1            0        2        1            2
## NA.109        NA           NA           NA       NA       NA           NA
## 663         1392            1            0        1        0            2
## 664         1181            1            0        2        0            3
## 666         1936            0            0        2        1            3
## NA.110        NA           NA           NA       NA       NA           NA
## NA.111        NA           NA           NA       NA       NA           NA
## 670         1180            0            0        1        0            2
## NA.112        NA           NA           NA       NA       NA           NA
## 674         1839            1            0        2        0            3
## 675         1136            1            0        1        0            3
## 679         2046            0            0        2        1            3
## NA.113        NA           NA           NA       NA       NA           NA
## NA.114        NA           NA           NA       NA       NA           NA
## 684         1668            1            0        2        0            3
## NA.115        NA           NA           NA       NA       NA           NA
## 687         1761            0            0        3        0            3
## NA.116        NA           NA           NA       NA       NA           NA
## NA.117        NA           NA           NA       NA       NA           NA
## 692         4316            0            1        3        1            4
## 701         1800            1            0        2        0            3
## 702         1164            0            0        1        1            3
## 703         2576            0            0        2        1            4
## NA.118        NA           NA           NA       NA       NA           NA
## NA.119        NA           NA           NA       NA       NA           NA
## NA.120        NA           NA           NA       NA       NA           NA
## 718         1178            0            1        1        1            3
## 719         2418            1            0        2        1            3
## NA.121        NA           NA           NA       NA       NA           NA
## NA.122        NA           NA           NA       NA       NA           NA
## 725         1698            1            0        2        0            3
## NA.123        NA           NA           NA       NA       NA           NA
## 729         1776            1            0        2        0            4
## 734         1144            1            0        1        0            3
## NA.124        NA           NA           NA       NA       NA           NA
## NA.125        NA           NA           NA       NA       NA           NA
## NA.126        NA           NA           NA       NA       NA           NA
## NA.127        NA           NA           NA       NA       NA           NA
## 754         2098            0            0        2        1            3
## NA.128        NA           NA           NA       NA       NA           NA
## 764         2365            1            0        2        1            3
## 767         1714            0            0        2        1            3
## NA.129        NA           NA           NA       NA       NA           NA
## 773         1117            1            0        1        0            3
## 775         1973            0            0        2        0            3
## 777         1614            0            0        2        0            3
## 778          894            1            0        1        0            3
## NA.130        NA           NA           NA       NA       NA           NA
## NA.131        NA           NA           NA       NA       NA           NA
## NA.132        NA           NA           NA       NA       NA           NA
## NA.133        NA           NA           NA       NA       NA           NA
## 793         2013            1            0        2        1            3
## NA.134        NA           NA           NA       NA       NA           NA
## 799         3140            0            0        3        1            4
## 804         2822            0            0        3        1            4
## 806         1428            0            0        2        0            3
## 808         1576            2            0        1        1            3
## 809         1086            1            0        1        0            3
## 810         2138            0            0        2        0            2
## NA.135        NA           NA           NA       NA       NA           NA
## NA.136        NA           NA           NA       NA       NA           NA
## NA.137        NA           NA           NA       NA       NA           NA
## 819         1052            1            0        1        0            3
## NA.138        NA           NA           NA       NA       NA           NA
## 825         1489            0            0        2        0            3
## 826         2084            1            0        2        0            2
## NA.139        NA           NA           NA       NA       NA           NA
## 831         1392            1            0        1        1            3
## 834         1516            0            0        1        1            3
## 837         1559            1            0        1        0            2
## NA.140        NA           NA           NA       NA       NA           NA
## 843         1165            1            0        1        1            3
## 844         1800            0            0        2        0            6
## 845         1416            0            0        1        1            4
## NA.141        NA           NA           NA       NA       NA           NA
## 850         1855            0            0        2        1            3
## NA.142        NA           NA           NA       NA       NA           NA
## NA.143        NA           NA           NA       NA       NA           NA
## 855         1779            1            0        1        1            3
## NA.144        NA           NA           NA       NA       NA           NA
## NA.145        NA           NA           NA       NA       NA           NA
## 859         1370            0            0        2        0            3
## NA.146        NA           NA           NA       NA       NA           NA
## 863         1097            0            0        2        0            3
## NA.147        NA           NA           NA       NA       NA           NA
## 868         1120            1            0        1        1            3
## NA.148        NA           NA           NA       NA       NA           NA
## 870         1949            1            0        2        1            3
## 877         1040            1            0        1        0            3
## 879         1155            1            0        1        0            3
## NA.149        NA           NA           NA       NA       NA           NA
## NA.150        NA           NA           NA       NA       NA           NA
## 889         2217            1            0        2        0            4
## 890         1505            1            0        1        0            2
## NA.151        NA           NA           NA       NA       NA           NA
## 899         2364            1            0        2        1            2
## NA.152        NA           NA           NA       NA       NA           NA
## NA.153        NA           NA           NA       NA       NA           NA
## 906         1063            1            0        1        0            3
## 907         1636            1            0        2        0            3
## 908         2057            0            0        1        1            3
## NA.154        NA           NA           NA       NA       NA           NA
## 910         1484            0            0        2        1            3
## 911         2274            0            0        2        0            5
## NA.155        NA           NA           NA       NA       NA           NA
## 914         2002            0            0        2        0            4
## NA.156        NA           NA           NA       NA       NA           NA
## 919         2127            1            0        2        1            4
## 920         1414            1            0        1        0            3
## NA.157        NA           NA           NA       NA       NA           NA
## 927         2374            0            0        2        1            4
## NA.158        NA           NA           NA       NA       NA           NA
## NA.159        NA           NA           NA       NA       NA           NA
## NA.160        NA           NA           NA       NA       NA           NA
## 933         1905            0            0        2        0            3
## 935         2069            1            0        2        0            4
## NA.161        NA           NA           NA       NA       NA           NA
## NA.162        NA           NA           NA       NA       NA           NA
## 944         1632            0            0        2        0            4
## NA.163        NA           NA           NA       NA       NA           NA
## 946         1869            0            0        1        0            2
## 948         1629            1            0        2        0            3
## NA.164        NA           NA           NA       NA       NA           NA
## 956         1958            0            0        2        0            4
## NA.165        NA           NA           NA       NA       NA           NA
## 964         1800            0            0        2        0            2
## 965         1894            1            0        2        1            4
## 967         1308            1            0        1        1            2
## NA.166        NA           NA           NA       NA       NA           NA
## 974         1428            0            0        2        0            3
## NA.167        NA           NA           NA       NA       NA           NA
## 980         1121            1            0        1        0            3
## NA.168        NA           NA           NA       NA       NA           NA
## 982         2612            1            0        2        1            4
## NA.169        NA           NA           NA       NA       NA           NA
## 988         1940            1            0        2        1            3
## NA.170        NA           NA           NA       NA       NA           NA
## 991         2392            1            0        2        1            3
## 992         1742            0            0        1        1            4
## 993         1851            0            0        2        1            3
## 995         1718            1            0        2        0            3
## NA.171        NA           NA           NA       NA       NA           NA
## NA.172        NA           NA           NA       NA       NA           NA
## NA.173        NA           NA           NA       NA       NA           NA
## NA.174        NA           NA           NA       NA       NA           NA
## 1011        1271            0            0        2        0            4
## NA.175        NA           NA           NA       NA       NA           NA
## NA.176        NA           NA           NA       NA       NA           NA
## NA.177        NA           NA           NA       NA       NA           NA
## NA.178        NA           NA           NA       NA       NA           NA
## 1032        3082            1            0        2        1            5
## NA.179        NA           NA           NA       NA       NA           NA
## NA.180        NA           NA           NA       NA       NA           NA
## NA.181        NA           NA           NA       NA       NA           NA
## 1037        1620            1            0        2        0            2
## NA.182        NA           NA           NA       NA       NA           NA
## 1041        1803            1            0        2        0            3
## NA.183        NA           NA           NA       NA       NA           NA
## 1044        2329            1            0        2        1            4
## 1045        2524            1            0        2        1            4
## NA.184        NA           NA           NA       NA       NA           NA
## 1047        2868            0            0        3        1            4
## 1049        1771            0            0        1        0            3
## 1052        1316            0            0        2        0            3
## 1053        1977            0            1        1        1            4
## 1055        1989            1            0        2        1            3
## 1056        1523            0            1        2        0            3
## NA.185        NA           NA           NA       NA       NA           NA
## 1059        2184            1            0        2        1            3
## NA.186        NA           NA           NA       NA       NA           NA
## 1062         894            0            0        1        0            2
## 1063        2337            0            0        2        0            5
## NA.187        NA           NA           NA       NA       NA           NA
## 1066        2260            1            0        2        1            3
## 1068        1611            1            0        1        1            4
## NA.188        NA           NA           NA       NA       NA           NA
## 1081        1258            0            1        2        0            3
## 1084        1251            1            0        1        0            3
## NA.189        NA           NA           NA       NA       NA           NA
## NA.190        NA           NA           NA       NA       NA           NA
## 1088        1953            0            0        2        1            3
## NA.191        NA           NA           NA       NA       NA           NA
## 1100        1601            0            0        2        0            3
## 1106        2622            1            0        2        1            3
## 1107        1442            1            0        2        0            3
## 1108        2021            0            0        2        1            3
## NA.192        NA           NA           NA       NA       NA           NA
## 1110        1836            1            0        2        0            3
## NA.193        NA           NA           NA       NA       NA           NA
## 1112        1964            0            0        2        1            4
## 1115         833            0            0        1        0            2
## 1116        1734            1            0        2        0            3
## NA.194        NA           NA           NA       NA       NA           NA
## 1119        1601            0            1        1        0            3
## 1122        1552            0            0        2        0            3
## NA.195        NA           NA           NA       NA       NA           NA
## NA.196        NA           NA           NA       NA       NA           NA
## 1128        1530            1            0        2        0            3
## 1133        2210            0            0        2        0            5
## 1134        2020            0            0        2        1            3
## 1137        1252            0            0        1        0            3
## NA.197        NA           NA           NA       NA       NA           NA
## 1140        1167            0            0        1        0            3
## NA.198        NA           NA           NA       NA       NA           NA
## NA.199        NA           NA           NA       NA       NA           NA
## NA.200        NA           NA           NA       NA       NA           NA
## NA.201        NA           NA           NA       NA       NA           NA
## 1152        1466            0            0        1        1            3
## 1153        1811            0            0        1        0            2
## NA.202        NA           NA           NA       NA       NA           NA
## NA.203        NA           NA           NA       NA       NA           NA
## 1156        1437            1            0        2        0            3
## 1157        1265            0            1        2        0            3
## 1159        1580            0            0        2        0            3
## NA.204        NA           NA           NA       NA       NA           NA
## 1163         894            0            0        1        0            3
## NA.205        NA           NA           NA       NA       NA           NA
## 1169        2108            0            0        2        0            4
## 1170        3627            1            0        3        1            4
## 1174        3086            0            0        3        0            3
## 1175        2345            0            0        2        1            4
## 1176        2872            0            0        2        1            4
## NA.206        NA           NA           NA       NA       NA           NA
## NA.207        NA           NA           NA       NA       NA           NA
## 1183        4476            1            0        3        1            4
## 1187        1699            1            0        2        0            3
## 1188        1624            1            0        2        0            2
## NA.208        NA           NA           NA       NA       NA           NA
## NA.209        NA           NA           NA       NA       NA           NA
## 1195        1352            0            0        1        1            4
## 1202        1779            0            0        2        1            3
## 1206        2196            0            0        2        0            3
## NA.210        NA           NA           NA       NA       NA           NA
## 1210        1660            1            0        2        0            3
## 1212        1752            0            0        2        0            4
## NA.211        NA           NA           NA       NA       NA           NA
## 1216         894            0            0        1        0            3
## 1224        2136            0            0        2        0            4
## 1227        1933            0            0        2        1            4
## NA.212        NA           NA           NA       NA       NA           NA
## NA.213        NA           NA           NA       NA       NA           NA
## 1236        1784            0            0        1        1            4
## 1242        1689            0            0        2        0            3
## 1243        1173            1            0        2        0            3
## 1244        2076            1            0        2        1            2
## NA.214        NA           NA           NA       NA       NA           NA
## NA.215        NA           NA           NA       NA       NA           NA
## 1251        2110            1            0        2        1            3
## NA.216        NA           NA           NA       NA       NA           NA
## NA.217        NA           NA           NA       NA       NA           NA
## 1257        1987            1            0        2        0            2
## NA.218        NA           NA           NA       NA       NA           NA
## 1262        1050            0            0        1        0            2
## NA.219        NA           NA           NA       NA       NA           NA
## 1268        2018            0            0        2        0            3
## NA.220        NA           NA           NA       NA       NA           NA
## NA.221        NA           NA           NA       NA       NA           NA
## NA.222        NA           NA           NA       NA       NA           NA
## NA.223        NA           NA           NA       NA       NA           NA
## 1274        1357            1            0        1        0            2
## 1276        1920            0            0        2        0            4
## NA.224        NA           NA           NA       NA       NA           NA
## NA.225        NA           NA           NA       NA       NA           NA
## 1284        1824            0            0        2        2            4
## NA.226        NA           NA           NA       NA       NA           NA
## NA.227        NA           NA           NA       NA       NA           NA
## 1290        1970            0            0        2        1            3
## NA.228        NA           NA           NA       NA       NA           NA
## 1297        1128            1            0        2        0            3
## 1299        5642            2            0        2        1            3
## NA.229        NA           NA           NA       NA       NA           NA
## NA.230        NA           NA           NA       NA       NA           NA
## 1303        2526            1            0        2        1            4
## 1306        1652            1            0        2        0            2
## 1309        1122            1            0        1        0            2
## NA.231        NA           NA           NA       NA       NA           NA
## 1311        1902            1            0        2        0            3
## NA.232        NA           NA           NA       NA       NA           NA
## 1314        2599            0            0        2        1            4
## 1316        2112            0            0        2        1            4
## NA.233        NA           NA           NA       NA       NA           NA
## NA.234        NA           NA           NA       NA       NA           NA
## 1323        1923            1            0        2        1            3
## 1331        1588            0            0        2        0            3
## 1336        1334            0            1        2        0            2
## 1337        1656            0            0        2        0            4
## 1338         693            0            0        1        0            2
## 1339        1861            1            0        2        1            3
## 1340         864            0            0        1        0            3
## NA.235        NA           NA           NA       NA       NA           NA
## 1345        1456            0            0        2        1            3
## NA.236        NA           NA           NA       NA       NA           NA
## 1348        1776            1            0        2        0            3
## NA.237        NA           NA           NA       NA       NA           NA
## 1351        2634            1            1        2        2            6
## NA.238        NA           NA           NA       NA       NA           NA
## 1356        1920            0            0        3        0            4
## NA.239        NA           NA           NA       NA       NA           NA
## NA.240        NA           NA           NA       NA       NA           NA
## NA.241        NA           NA           NA       NA       NA           NA
## 1360        1980            1            0        2        0            3
## 1362        1530            1            0        2        0            3
## NA.242        NA           NA           NA       NA       NA           NA
## NA.243        NA           NA           NA       NA       NA           NA
## NA.244        NA           NA           NA       NA       NA           NA
## 1371        1374            0            0        1        0            2
## 1372        1661            1            0        1        0            3
## NA.245        NA           NA           NA       NA       NA           NA
## 1375        1958            0            0        2        1            3
## 1376        1571            0            0        2        0            3
## NA.246        NA           NA           NA       NA       NA           NA
## NA.247        NA           NA           NA       NA       NA           NA
## 1387        2784            1            0        3        1            5
## 1396        2482            0            0        2        1            4
## NA.248        NA           NA           NA       NA       NA           NA
## NA.249        NA           NA           NA       NA       NA           NA
## 1412        1668            0            0        1        1            3
## 1414        1844            1            0        2        0            2
## NA.250        NA           NA           NA       NA       NA           NA
## NA.251        NA           NA           NA       NA       NA           NA
## 1421        1416            0            0        2        1            3
## NA.252        NA           NA           NA       NA       NA           NA
## NA.253        NA           NA           NA       NA       NA           NA
## 1426        1252            0            0        1        0            3
## 1427        2127            1            0        2        1            3
## NA.254        NA           NA           NA       NA       NA           NA
## NA.255        NA           NA           NA       NA       NA           NA
## 1434        1792            1            0        2        1            3
## 1435        1126            1            0        2        0            3
## 1436        1537            1            0        1        1            3
## 1438        1932            1            0        2        0            2
## 1439        1236            1            0        1        0            2
## 1440        1725            0            0        2        1            3
## NA.256        NA           NA           NA       NA       NA           NA
## 1443        2007            1            0        2        1            3
## NA.257        NA           NA           NA       NA       NA           NA
## NA.258        NA           NA           NA       NA       NA           NA
## 1448        2090            1            0        2        1            3
## 1454        1140            0            0        1        0            3
## 1457        2073            1            0        2        0            3
##        KitchenAbvGr KitchenQual TotRmsAbvGrd Functional Fireplaces FireplaceQu
## 2                 1          TA            6        Typ          1          TA
## 5                 1          Gd            9        Typ          1          TA
## 6                 1          TA            5        Typ          0        <NA>
## NA               NA        <NA>           NA       <NA>         NA        <NA>
## 12                1          Ex           11        Typ          2          Gd
## NA.1             NA        <NA>           NA       <NA>         NA        <NA>
## 14                1          Gd            7        Typ          1          Gd
## NA.2             NA        <NA>           NA       <NA>         NA        <NA>
## NA.3             NA        <NA>           NA       <NA>         NA        <NA>
## 21                1          Gd            9        Typ          1          Gd
## NA.4             NA        <NA>           NA       <NA>         NA        <NA>
## 26                1          Gd            7        Typ          1          Gd
## 28                1          Gd            7        Typ          1          Gd
## NA.5             NA        <NA>           NA       <NA>         NA        <NA>
## 33                1          Gd            7        Typ          0        <NA>
## 36                1          Gd            9        Typ          1          Gd
## 37                1          TA            6        Typ          0        <NA>
## 41                1          TA            6        Typ          1          TA
## 42                1          TA            5        Typ          2          Gd
## NA.6             NA        <NA>           NA       <NA>         NA        <NA>
## NA.7             NA        <NA>           NA       <NA>         NA        <NA>
## 48                1          Gd            7        Typ          0        <NA>
## NA.8             NA        <NA>           NA       <NA>         NA        <NA>
## 53                1          TA            5        Typ          0        <NA>
## 56                1          TA            7        Typ          1          Gd
## 58                1          Gd            7        Typ          0        <NA>
## NA.9             NA        <NA>           NA       <NA>         NA        <NA>
## NA.10            NA        <NA>           NA       <NA>         NA        <NA>
## 70                1          TA            7        Typ          1          TA
## 71                1          TA            8        Typ          2          Gd
## 74                1          TA            6        Typ          0        <NA>
## NA.11            NA        <NA>           NA       <NA>         NA        <NA>
## 81                1          Gd            8        Typ          1          Gd
## 84                1          TA            6        Typ          0        <NA>
## NA.12            NA        <NA>           NA       <NA>         NA        <NA>
## 86                1          Gd            9        Typ          1          TA
## 87                1          Gd            6        Typ          1          Gd
## 89                1          Fa            6        Typ          0        <NA>
## 92                1          TA            6        Typ          0        <NA>
## 93                1          TA            5        Typ          0        <NA>
## NA.13            NA        <NA>           NA       <NA>         NA        <NA>
## 99                1          TA            5        Typ          0        <NA>
## NA.14            NA        <NA>           NA       <NA>         NA        <NA>
## 104               1          Gd            6        Typ          0        <NA>
## NA.15            NA        <NA>           NA       <NA>         NA        <NA>
## 109               1          Fa            7        Typ          0        <NA>
## 110               1          TA            7        Typ          1          TA
## NA.16            NA        <NA>           NA       <NA>         NA        <NA>
## NA.17            NA        <NA>           NA       <NA>         NA        <NA>
## NA.18            NA        <NA>           NA       <NA>         NA        <NA>
## 119               1          Gd           11        Typ          2          TA
## NA.19            NA        <NA>           NA       <NA>         NA        <NA>
## NA.20            NA        <NA>           NA       <NA>         NA        <NA>
## 131               1          Gd            8        Typ          2          Gd
## NA.21            NA        <NA>           NA       <NA>         NA        <NA>
## NA.22            NA        <NA>           NA       <NA>         NA        <NA>
## 136               1          TA            7        Typ          1          Gd
## NA.23            NA        <NA>           NA       <NA>         NA        <NA>
## 138               2          TA            9        Typ          0        <NA>
## NA.24            NA        <NA>           NA       <NA>         NA        <NA>
## NA.25            NA        <NA>           NA       <NA>         NA        <NA>
## 151               1          TA            5        Typ          0        <NA>
## 152               1          Gd            6        Typ          1          Gd
## NA.26            NA        <NA>           NA       <NA>         NA        <NA>
## NA.27            NA        <NA>           NA       <NA>         NA        <NA>
## 155               1          TA            7        Typ          0        <NA>
## 158               1          Ex            8        Typ          1          Gd
## 159               1          Gd            8        Typ          1          Gd
## 160               1          Gd            9        Typ          1          Gd
## NA.28            NA        <NA>           NA       <NA>         NA        <NA>
## 162               1          Ex           10        Typ          2          Gd
## 163               1          Gd            7        Typ          1          Gd
## NA.29            NA        <NA>           NA       <NA>         NA        <NA>
## 168               1          Ex            8        Typ          1          Gd
## NA.30            NA        <NA>           NA       <NA>         NA        <NA>
## NA.31            NA        <NA>           NA       <NA>         NA        <NA>
## 172               1          TA            7        Typ          2          Gd
## 174               1          TA            6        Typ          1          TA
## 176               1          Gd            7        Typ          1          Gd
## 177               1          TA            8        Typ          1          TA
## NA.32            NA        <NA>           NA       <NA>         NA        <NA>
## NA.33            NA        <NA>           NA       <NA>         NA        <NA>
## 185               1          TA            5        Typ          0        <NA>
## 186               1          Ex           12        Typ          2          TA
## NA.34            NA        <NA>           NA       <NA>         NA        <NA>
## NA.35            NA        <NA>           NA       <NA>         NA        <NA>
## 198               1          Gd            8        Typ          1          Ex
## 199               1          TA            8        Typ          0        <NA>
## 201               1          TA            5        Typ          0        <NA>
## NA.36            NA        <NA>           NA       <NA>         NA        <NA>
## 206               1          TA            5        Typ          0        <NA>
## NA.37            NA        <NA>           NA       <NA>         NA        <NA>
## NA.38            NA        <NA>           NA       <NA>         NA        <NA>
## 212               1          Gd            6        Typ          0        <NA>
## NA.39            NA        <NA>           NA       <NA>         NA        <NA>
## NA.40            NA        <NA>           NA       <NA>         NA        <NA>
## NA.41            NA        <NA>           NA       <NA>         NA        <NA>
## 223               1          TA            6        Typ          1          TA
## 225               1          Ex            8        Typ          1          Ex
## 227               1          Gd            9        Typ          1          TA
## 232               1          Ex            9        Typ          1          TA
## NA.42            NA        <NA>           NA       <NA>         NA        <NA>
## NA.43            NA        <NA>           NA       <NA>         NA        <NA>
## 239               1          Gd            7        Typ          0        <NA>
## NA.44            NA        <NA>           NA       <NA>         NA        <NA>
## 246               1          TA            6        Typ          1          TA
## NA.45            NA        <NA>           NA       <NA>         NA        <NA>
## 254               1          Gd            7       Min1          0        <NA>
## 259               1          Gd            7        Typ          1          TA
## 261               1          TA            6        Typ          1          TA
## 263               1          TA            6        Typ          1          TA
## NA.46            NA        <NA>           NA       <NA>         NA        <NA>
## 271               1          Gd            8        Typ          1          Gd
## 273               1          Gd            9        Typ          1          Gd
## 274               1          TA            6       Min1          1          Gd
## 277               1          Gd            7        Typ          0        <NA>
## 278               1          TA            4        Typ          0        <NA>
## 279               1          Ex            8        Typ          1          Ex
## 280               1          TA            8        Typ          1          TA
## 281               1          Gd            7        Typ          1          TA
## NA.47            NA        <NA>           NA       <NA>         NA        <NA>
## NA.48            NA        <NA>           NA       <NA>         NA        <NA>
## 291               1          Gd            8        Typ          1          Gd
## NA.49            NA        <NA>           NA       <NA>         NA        <NA>
## 295               1          TA            7        Typ          2          Gd
## 299               1          TA            7        Typ          1          Gd
## 300               1          Gd            6        Typ          1          Gd
## 301               1          TA            5        Typ          2          Gd
## 303               1          Gd            6        Typ          1          TA
## 305               1          Gd           10        Typ          1          Ex
## 306               1          Gd            8        Typ          0        <NA>
## 307               1          Gd            8        Typ          1          TA
## NA.50            NA        <NA>           NA       <NA>         NA        <NA>
## NA.51            NA        <NA>           NA       <NA>         NA        <NA>
## 310               1          Ex            8        Typ          3          Ex
## NA.52            NA        <NA>           NA       <NA>         NA        <NA>
## 314               1          TA            8        Typ          2          Gd
## 317               1          Ex           10        Typ          1          TA
## 319               1          Gd            9        Typ          1          TA
## NA.53            NA        <NA>           NA       <NA>         NA        <NA>
## 321               1          Gd            9        Typ          0        <NA>
## 322               1          Gd           10        Typ          1          Gd
## 323               1          Gd            8        Typ          1          TA
## 325               1          Gd           11        Typ          1          Gd
## 328               1          TA            7        Typ          0        <NA>
## NA.54            NA        <NA>           NA       <NA>         NA        <NA>
## NA.55            NA        <NA>           NA       <NA>         NA        <NA>
## 333               1          Gd            7        Typ          1          Gd
## NA.56            NA        <NA>           NA       <NA>         NA        <NA>
## 337               1          Gd            8        Typ          1          Gd
## 339               1          Gd            8        Typ          0        <NA>
## 341               1          Gd            9        Typ          0        <NA>
## NA.57            NA        <NA>           NA       <NA>         NA        <NA>
## NA.58            NA        <NA>           NA       <NA>         NA        <NA>
## NA.59            NA        <NA>           NA       <NA>         NA        <NA>
## NA.60            NA        <NA>           NA       <NA>         NA        <NA>
## 356               1          Gd            6        Typ          0        <NA>
## NA.61            NA        <NA>           NA       <NA>         NA        <NA>
## 359               1          Gd            6       Min2          0        <NA>
## NA.62            NA        <NA>           NA       <NA>         NA        <NA>
## NA.63            NA        <NA>           NA       <NA>         NA        <NA>
## NA.64            NA        <NA>           NA       <NA>         NA        <NA>
## NA.65            NA        <NA>           NA       <NA>         NA        <NA>
## 368               1          TA            6        Typ          1          Gd
## NA.66            NA        <NA>           NA       <NA>         NA        <NA>
## NA.67            NA        <NA>           NA       <NA>         NA        <NA>
## 372               1          TA            7       Min2          1          Gd
## NA.68            NA        <NA>           NA       <NA>         NA        <NA>
## 378               1          Gd            8        Typ          1          Gd
## 379               1          Ex            8        Typ          1          Ex
## NA.69            NA        <NA>           NA       <NA>         NA        <NA>
## 389               1          Gd            6        Typ          0        <NA>
## 390               1          Ex            9        Typ          1          Ex
## NA.70            NA        <NA>           NA       <NA>         NA        <NA>
## NA.71            NA        <NA>           NA       <NA>         NA        <NA>
## 404               1          Gd           10        Typ          1          TA
## NA.72            NA        <NA>           NA       <NA>         NA        <NA>
## NA.73            NA        <NA>           NA       <NA>         NA        <NA>
## 409               1          Gd            9        Typ          1          Gd
## 410               1          Ex            8        Typ          1          Gd
## 412               1          TA            5        Typ          0        <NA>
## NA.74            NA        <NA>           NA       <NA>         NA        <NA>
## 418               1          TA           10        Typ          1          Gd
## NA.75            NA        <NA>           NA       <NA>         NA        <NA>
## 423               1          TA            4        Typ          0        <NA>
## 424               1          Gd            8        Typ          1          TA
## NA.76            NA        <NA>           NA       <NA>         NA        <NA>
## 430               1          Gd            6        Typ          1          TA
## 434               1          TA            7        Typ          1          TA
## 441               1          Ex           10        Typ          2          Gd
## 442               2          Fa            8        Typ          0        <NA>
## 447               1          Gd            6        Mod          1          Gd
## NA.77            NA        <NA>           NA       <NA>         NA        <NA>
## NA.78            NA        <NA>           NA       <NA>         NA        <NA>
## 456               1          TA            6        Typ          1          TA
## NA.79            NA        <NA>           NA       <NA>         NA        <NA>
## NA.80            NA        <NA>           NA       <NA>         NA        <NA>
## NA.81            NA        <NA>           NA       <NA>         NA        <NA>
## NA.82            NA        <NA>           NA       <NA>         NA        <NA>
## 467               1          TA            5        Typ          1          Po
## 469               1          Gd            7        Typ          1          Gd
## NA.83            NA        <NA>           NA       <NA>         NA        <NA>
## 472               1          TA            8        Typ          1          Gd
## 474               1          Gd            7        Typ          1          Ex
## 476               1          TA            5        Typ          0        <NA>
## 478               1          Ex            9        Typ          1          Gd
## 481               1          Gd            8        Typ          1          Gd
## NA.84            NA        <NA>           NA       <NA>         NA        <NA>
## 486               1          Gd            5        Typ          1          Gd
## NA.85            NA        <NA>           NA       <NA>         NA        <NA>
## 493               1          TA            8        Typ          0        <NA>
## NA.86            NA        <NA>           NA       <NA>         NA        <NA>
## 504               1          TA            6        Typ          2          TA
## 507               1          Gd            8        Typ          1          TA
## 510               1          TA            6        Typ          0        <NA>
## 516               1          Ex            9        Typ          1          Gd
## NA.87            NA        <NA>           NA       <NA>         NA        <NA>
## NA.88            NA        <NA>           NA       <NA>         NA        <NA>
## 522               1          TA            6        Typ          2          Gd
## 524               1          Ex           11        Typ          1          Gd
## 525               1          Gd            8        Typ          1          TA
## NA.89            NA        <NA>           NA       <NA>         NA        <NA>
## 531               1          Gd            5        Typ          1          Fa
## NA.90            NA        <NA>           NA       <NA>         NA        <NA>
## NA.91            NA        <NA>           NA       <NA>         NA        <NA>
## NA.92            NA        <NA>           NA       <NA>         NA        <NA>
## 541               1          Ex            8        Typ          1          Gd
## NA.93            NA        <NA>           NA       <NA>         NA        <NA>
## NA.94            NA        <NA>           NA       <NA>         NA        <NA>
## 553               1          Gd            7        Typ          1          Gd
## 555               1          Gd            8        Typ          1          Gd
## NA.95            NA        <NA>           NA       <NA>         NA        <NA>
## NA.96            NA        <NA>           NA       <NA>         NA        <NA>
## NA.97            NA        <NA>           NA       <NA>         NA        <NA>
## NA.98            NA        <NA>           NA       <NA>         NA        <NA>
## 573               1          Gd            6        Typ          0        <NA>
## 576               1          TA            6        Typ          0        <NA>
## 578               1          TA            6        Typ          2          Fa
## 580               1          TA            7        Typ          0        <NA>
## NA.99            NA        <NA>           NA       <NA>         NA        <NA>
## 582               1          Ex            8        Typ          1          Gd
## 583               1          TA            5        Typ          0        <NA>
## 586               1          Gd            7        Typ          2          Gd
## 592               1          Ex           10        Typ          1          Gd
## NA.100           NA        <NA>           NA       <NA>         NA        <NA>
## 595               1          TA            5        Typ          0        <NA>
## 599               1          Gd            7        Typ          1          TA
## 603               1          Gd            8        Typ          1          TA
## 605               1          Gd            6        Typ          1          TA
## 606               1          TA            7        Typ          3          Fa
## 607               1          Gd            6        Typ          0        <NA>
## NA.101           NA        <NA>           NA       <NA>         NA        <NA>
## NA.102           NA        <NA>           NA       <NA>         NA        <NA>
## NA.103           NA        <NA>           NA       <NA>         NA        <NA>
## 616               1          Gd            6        Typ          0        <NA>
## NA.104           NA        <NA>           NA       <NA>         NA        <NA>
## 619               1          Gd            9        Typ          1          Gd
## 620               1          Gd           10        Typ          2          Gd
## 622               1          TA            9        Typ          1          TA
## NA.105           NA        <NA>           NA       <NA>         NA        <NA>
## 625               1          TA            8       Min2          1          TA
## 626               1          TA            5        Typ          0        <NA>
## NA.106           NA        <NA>           NA       <NA>         NA        <NA>
## 628               1          TA            7        Typ          2          Gd
## 630               1          TA            6        Typ          0        <NA>
## 633               1          TA            6        Typ          1          TA
## 634               1          TA            6        Typ          0        <NA>
## NA.107           NA        <NA>           NA       <NA>         NA        <NA>
## 644               1          TA            7       Min1          0        <NA>
## 645               1          Ex            7        Typ          1          Gd
## NA.108           NA        <NA>           NA       <NA>         NA        <NA>
## 648               1          TA            5        Typ          2          Gd
## 655               1          Gd            7        Typ          1          TA
## NA.109           NA        <NA>           NA       <NA>         NA        <NA>
## 663               1          TA            5       Maj2          2          TA
## 664               1          TA            6        Typ          0        <NA>
## 666               1          Gd            7        Typ          1          TA
## NA.110           NA        <NA>           NA       <NA>         NA        <NA>
## NA.111           NA        <NA>           NA       <NA>         NA        <NA>
## 670               1          Fa            5        Typ          1          Gd
## NA.112           NA        <NA>           NA       <NA>         NA        <NA>
## 674               1          Gd            7        Typ          2          TA
## 675               1          TA            5        Typ          1          Gd
## 679               1          Gd            7        Typ          1          Gd
## NA.113           NA        <NA>           NA       <NA>         NA        <NA>
## NA.114           NA        <NA>           NA       <NA>         NA        <NA>
## 684               1          Gd            7        Typ          1          TA
## NA.115           NA        <NA>           NA       <NA>         NA        <NA>
## 687               1          Gd            7        Typ          0        <NA>
## NA.116           NA        <NA>           NA       <NA>         NA        <NA>
## NA.117           NA        <NA>           NA       <NA>         NA        <NA>
## 692               1          Ex           10        Typ          2          Ex
## 701               1          Gd            7        Typ          1          Gd
## 702               1          TA            6        Typ          0        <NA>
## 703               1          Ex           10        Typ          1          Gd
## NA.118           NA        <NA>           NA       <NA>         NA        <NA>
## NA.119           NA        <NA>           NA       <NA>         NA        <NA>
## NA.120           NA        <NA>           NA       <NA>         NA        <NA>
## 718               1          Gd            5        Typ          1          Fa
## 719               1          Gd            9        Typ          1          TA
## NA.121           NA        <NA>           NA       <NA>         NA        <NA>
## NA.122           NA        <NA>           NA       <NA>         NA        <NA>
## 725               1          Ex            8        Typ          1          Gd
## NA.123           NA        <NA>           NA       <NA>         NA        <NA>
## 729               2          TA            9        Typ          0        <NA>
## 734               1          TA            6        Typ          1          TA
## NA.124           NA        <NA>           NA       <NA>         NA        <NA>
## NA.125           NA        <NA>           NA       <NA>         NA        <NA>
## NA.126           NA        <NA>           NA       <NA>         NA        <NA>
## NA.127           NA        <NA>           NA       <NA>         NA        <NA>
## 754               1          Ex            8        Typ          1          Gd
## NA.128           NA        <NA>           NA       <NA>         NA        <NA>
## 764               1          Gd            8        Typ          1          Gd
## 767               1          TA            7        Typ          1          TA
## NA.129           NA        <NA>           NA       <NA>         NA        <NA>
## 773               1          TA            6        Typ          1          TA
## 775               1          Gd            9        Typ          1          Gd
## 777               1          Gd            7        Typ          0        <NA>
## 778               1          TA            5        Typ          1          Fa
## NA.130           NA        <NA>           NA       <NA>         NA        <NA>
## NA.131           NA        <NA>           NA       <NA>         NA        <NA>
## NA.132           NA        <NA>           NA       <NA>         NA        <NA>
## NA.133           NA        <NA>           NA       <NA>         NA        <NA>
## 793               1          TA            8        Typ          1          TA
## NA.134           NA        <NA>           NA       <NA>         NA        <NA>
## 799               1          Ex           11        Typ          2          Gd
## 804               1          Ex           12        Typ          1          Gd
## 806               1          Ex            6        Typ          0        <NA>
## 808               1          Gd            6        Typ          1          TA
## 809               1          TA            6        Typ          1          Gd
## 810               3          TA           11        Typ          0        <NA>
## NA.135           NA        <NA>           NA       <NA>         NA        <NA>
## NA.136           NA        <NA>           NA       <NA>         NA        <NA>
## NA.137           NA        <NA>           NA       <NA>         NA        <NA>
## 819               1          TA            6        Typ          0        <NA>
## NA.138           NA        <NA>           NA       <NA>         NA        <NA>
## 825               1          Gd            7        Typ          1          Gd
## 826               1          Ex            7        Typ          1          Gd
## NA.139           NA        <NA>           NA       <NA>         NA        <NA>
## 831               1          TA            6        Typ          2          Gd
## 834               1          TA            6        Typ          0        <NA>
## 837               1          TA            5       Min2          0        <NA>
## NA.140           NA        <NA>           NA       <NA>         NA        <NA>
## 843               1          TA            6        Typ          0        <NA>
## 844               2          TA           10        Typ          0        <NA>
## 845               1          TA            7        Typ          1          Gd
## NA.141           NA        <NA>           NA       <NA>         NA        <NA>
## 850               1          TA            7        Typ          1          TA
## NA.142           NA        <NA>           NA       <NA>         NA        <NA>
## NA.143           NA        <NA>           NA       <NA>         NA        <NA>
## 855               1          TA            6        Typ          1          Gd
## NA.144           NA        <NA>           NA       <NA>         NA        <NA>
## NA.145           NA        <NA>           NA       <NA>         NA        <NA>
## 859               1          TA            6        Typ          1          TA
## NA.146           NA        <NA>           NA       <NA>         NA        <NA>
## 863               1          TA            6        Typ          0        <NA>
## NA.147           NA        <NA>           NA       <NA>         NA        <NA>
## 868               1          Fa            5        Typ          0        <NA>
## NA.148           NA        <NA>           NA       <NA>         NA        <NA>
## 870               1          Gd            8        Typ          1          TA
## 877               1          TA            5        Typ          0        <NA>
## 879               1          Gd            6       Min2          0        <NA>
## NA.149           NA        <NA>           NA       <NA>         NA        <NA>
## NA.150           NA        <NA>           NA       <NA>         NA        <NA>
## 889               1          Gd            8        Typ          1          TA
## 890               1          TA            6        Typ          1          TA
## NA.151           NA        <NA>           NA       <NA>         NA        <NA>
## 899               1          Ex           11        Typ          2          Gd
## NA.152           NA        <NA>           NA       <NA>         NA        <NA>
## NA.153           NA        <NA>           NA       <NA>         NA        <NA>
## 906               1          TA            6        Typ          0        <NA>
## 907               1          Gd            8        Typ          1          Gd
## 908               1          Gd            6        Typ          1          Gd
## NA.154           NA        <NA>           NA       <NA>         NA        <NA>
## 910               1          Gd            8        Typ          1          Gd
## 911               2          TA           12        Typ          0        <NA>
## NA.155           NA        <NA>           NA       <NA>         NA        <NA>
## 914               2          TA            8        Typ          0        <NA>
## NA.156           NA        <NA>           NA       <NA>         NA        <NA>
## 919               1          Gd            8        Typ          1          TA
## 920               1          TA            6       Min1          1          TA
## NA.157           NA        <NA>           NA       <NA>         NA        <NA>
## 927               1          Ex           10        Typ          1          Gd
## NA.158           NA        <NA>           NA       <NA>         NA        <NA>
## NA.159           NA        <NA>           NA       <NA>         NA        <NA>
## NA.160           NA        <NA>           NA       <NA>         NA        <NA>
## 933               1          Ex            8        Typ          1          Gd
## 935               1          Gd            9        Typ          1          Gd
## NA.161           NA        <NA>           NA       <NA>         NA        <NA>
## NA.162           NA        <NA>           NA       <NA>         NA        <NA>
## 944               2          TA            8        Typ          0        <NA>
## NA.163           NA        <NA>           NA       <NA>         NA        <NA>
## 946               1          TA            7        Typ          0        <NA>
## 948               1          Gd            9        Typ          1          Gd
## NA.164           NA        <NA>           NA       <NA>         NA        <NA>
## 956               2          TA            8        Typ          0        <NA>
## NA.165           NA        <NA>           NA       <NA>         NA        <NA>
## 964               1          Ex            7        Typ          0        <NA>
## 965               1          Gd            8        Typ          1          Gd
## 967               1          TA            7       Min2          2          TA
## NA.166           NA        <NA>           NA       <NA>         NA        <NA>
## 974               1          Gd            6        Typ          0        <NA>
## NA.167           NA        <NA>           NA       <NA>         NA        <NA>
## 980               1          TA            5        Typ          0        <NA>
## NA.168           NA        <NA>           NA       <NA>         NA        <NA>
## 982               1          Gd            8        Typ          1          TA
## NA.169           NA        <NA>           NA       <NA>         NA        <NA>
## 988               1          Ex            8        Typ          1          Gd
## NA.170           NA        <NA>           NA       <NA>         NA        <NA>
## 991               1          Gd            7        Typ          1          TA
## 992               1          Gd            8        Typ          1          Gd
## 993               1          Gd            7        Typ          1          Fa
## 995               1          Ex            7        Typ          1          Gd
## NA.171           NA        <NA>           NA       <NA>         NA        <NA>
## NA.172           NA        <NA>           NA       <NA>         NA        <NA>
## NA.173           NA        <NA>           NA       <NA>         NA        <NA>
## NA.174           NA        <NA>           NA       <NA>         NA        <NA>
## 1011              1          TA            7        Typ          1          Gd
## NA.175           NA        <NA>           NA       <NA>         NA        <NA>
## NA.176           NA        <NA>           NA       <NA>         NA        <NA>
## NA.177           NA        <NA>           NA       <NA>         NA        <NA>
## NA.178           NA        <NA>           NA       <NA>         NA        <NA>
## 1032              1          TA           12        Typ          2          TA
## NA.179           NA        <NA>           NA       <NA>         NA        <NA>
## NA.180           NA        <NA>           NA       <NA>         NA        <NA>
## NA.181           NA        <NA>           NA       <NA>         NA        <NA>
## 1037              1          Ex            6        Typ          1          Ex
## NA.182           NA        <NA>           NA       <NA>         NA        <NA>
## 1041              1          TA            8       Maj1          1          TA
## NA.183           NA        <NA>           NA       <NA>         NA        <NA>
## 1044              1          Gd           10        Typ          1          Ex
## 1045              1          Gd            9        Typ          1          Gd
## NA.184           NA        <NA>           NA       <NA>         NA        <NA>
## 1047              1          Ex           11        Typ          1          Gd
## 1049              1          TA            9       Min1          1          TA
## 1052              1          Gd            6        Typ          1          Gd
## 1053              1          TA            9        Typ          1          TA
## 1055              1          Gd            7        Typ          1          Gd
## 1056              1          TA            7        Typ          1          TA
## NA.185           NA        <NA>           NA       <NA>         NA        <NA>
## 1059              1          Ex           10        Typ          1          Gd
## NA.186           NA        <NA>           NA       <NA>         NA        <NA>
## 1062              1          TA            6        Typ          0        <NA>
## 1063              2          TA           10       Min2          0        <NA>
## NA.187           NA        <NA>           NA       <NA>         NA        <NA>
## 1066              1          Gd            7        Typ          0        <NA>
## 1068              1          TA            7        Typ          0        <NA>
## NA.188           NA        <NA>           NA       <NA>         NA        <NA>
## 1081              1          Gd            5        Typ          0        <NA>
## 1084              1          TA            6        Typ          2          Gd
## NA.189           NA        <NA>           NA       <NA>         NA        <NA>
## NA.190           NA        <NA>           NA       <NA>         NA        <NA>
## 1088              1          Gd            9        Typ          1          Gd
## NA.191           NA        <NA>           NA       <NA>         NA        <NA>
## 1100              1          TA            7        Typ          1          TA
## 1106              1          Gd            9        Typ          2          TA
## 1107              1          Gd            6        Typ          1          TA
## 1108              1          Gd            9        Typ          1          Gd
## NA.192           NA        <NA>           NA       <NA>         NA        <NA>
## 1110              1          Gd            7        Typ          1          Gd
## NA.193           NA        <NA>           NA       <NA>         NA        <NA>
## 1112              1          TA            8        Typ          1          Gd
## 1115              1          Gd            4        Typ          0        <NA>
## 1116              1          Ex            7        Typ          1          Gd
## NA.194           NA        <NA>           NA       <NA>         NA        <NA>
## 1119              1          TA            6       Min2          0        <NA>
## 1122              1          Gd            7        Typ          0        <NA>
## NA.195           NA        <NA>           NA       <NA>         NA        <NA>
## NA.196           NA        <NA>           NA       <NA>         NA        <NA>
## 1128              1          Gd            7        Typ          1          Gd
## 1133              1          Fa            8        Typ          0        <NA>
## 1134              1          Gd            8        Typ          1          TA
## 1137              1          TA            6        Typ          0        <NA>
## NA.197           NA        <NA>           NA       <NA>         NA        <NA>
## 1140              1          TA            6       Maj1          1          Gd
## NA.198           NA        <NA>           NA       <NA>         NA        <NA>
## NA.199           NA        <NA>           NA       <NA>         NA        <NA>
## NA.200           NA        <NA>           NA       <NA>         NA        <NA>
## NA.201           NA        <NA>           NA       <NA>         NA        <NA>
## 1152              1          Fa            6        Typ          2          Gd
## 1153              1          Ex            6        Typ          1          Gd
## NA.202           NA        <NA>           NA       <NA>         NA        <NA>
## NA.203           NA        <NA>           NA       <NA>         NA        <NA>
## 1156              1          Gd            6        Typ          1          Fa
## 1157              1          Gd            6        Typ          1          Gd
## 1159              1          Gd            7        Typ          0        <NA>
## NA.204           NA        <NA>           NA       <NA>         NA        <NA>
## 1163              1          TA            5        Typ          1          Po
## NA.205           NA        <NA>           NA       <NA>         NA        <NA>
## 1169              1          Gd            7        Typ          2          TA
## 1170              1          Gd           10        Typ          1          TA
## 1174              1          Ex           12       Maj1          1          Gd
## 1175              1          TA            9        Typ          1          Gd
## 1176              1          Gd            9        Typ          1          TA
## NA.206           NA        <NA>           NA       <NA>         NA        <NA>
## NA.207           NA        <NA>           NA       <NA>         NA        <NA>
## 1183              1          Ex           10        Typ          2          TA
## 1187              2          TA            7        Typ          0        <NA>
## 1188              1          Gd            5        Typ          1          Fa
## NA.208           NA        <NA>           NA       <NA>         NA        <NA>
## NA.209           NA        <NA>           NA       <NA>         NA        <NA>
## 1195              1          TA            7        Typ          0        <NA>
## 1202              1          Gd            6        Typ          0        <NA>
## 1206              1          Gd            7        Typ          1          TA
## NA.210           NA        <NA>           NA       <NA>         NA        <NA>
## 1210              1          Gd            8        Typ          1          Gd
## 1212              1          TA            8        Typ          0        <NA>
## NA.211           NA        <NA>           NA       <NA>         NA        <NA>
## 1216              1          TA            5        Typ          0        <NA>
## 1224              1          TA            7        Mod          0        <NA>
## 1227              1          Gd            9        Typ          1          Gd
## NA.212           NA        <NA>           NA       <NA>         NA        <NA>
## NA.213           NA        <NA>           NA       <NA>         NA        <NA>
## 1236              1          TA            9        Typ          0        <NA>
## 1242              1          Gd            7        Typ          0        <NA>
## 1243              1          Gd            6        Typ          2          TA
## 1244              1          Ex            7        Typ          1          Gd
## NA.214           NA        <NA>           NA       <NA>         NA        <NA>
## NA.215           NA        <NA>           NA       <NA>         NA        <NA>
## 1251              1          Ex            8        Typ          2          TA
## NA.216           NA        <NA>           NA       <NA>         NA        <NA>
## NA.217           NA        <NA>           NA       <NA>         NA        <NA>
## 1257              1          Gd            7        Typ          1          TA
## NA.218           NA        <NA>           NA       <NA>         NA        <NA>
## 1262              1          TA            5        Typ          0        <NA>
## NA.219           NA        <NA>           NA       <NA>         NA        <NA>
## 1268              1          Ex           10        Typ          1          Gd
## NA.220           NA        <NA>           NA       <NA>         NA        <NA>
## NA.221           NA        <NA>           NA       <NA>         NA        <NA>
## NA.222           NA        <NA>           NA       <NA>         NA        <NA>
## NA.223           NA        <NA>           NA       <NA>         NA        <NA>
## 1274              1          Ex            5        Typ          1          Gd
## 1276              2          TA           10        Typ          0        <NA>
## NA.224           NA        <NA>           NA       <NA>         NA        <NA>
## NA.225           NA        <NA>           NA       <NA>         NA        <NA>
## 1284              2          TA            8        Typ          0        <NA>
## NA.226           NA        <NA>           NA       <NA>         NA        <NA>
## NA.227           NA        <NA>           NA       <NA>         NA        <NA>
## 1290              1          Ex            8        Typ          1          Gd
## NA.228           NA        <NA>           NA       <NA>         NA        <NA>
## 1297              1          TA            6        Typ          0        <NA>
## 1299              1          Ex           12        Typ          3          Gd
## NA.229           NA        <NA>           NA       <NA>         NA        <NA>
## NA.230           NA        <NA>           NA       <NA>         NA        <NA>
## 1303              1          Gd            8        Typ          1          TA
## 1306              1          Ex            6        Typ          2          Ex
## 1309              1          Gd            6        Typ          0        <NA>
## NA.231           NA        <NA>           NA       <NA>         NA        <NA>
## 1311              1          Ex            7        Typ          2          TA
## NA.232           NA        <NA>           NA       <NA>         NA        <NA>
## 1314              1          Gd           10        Typ          1          TA
## 1316              1          TA            9        Typ          2          Gd
## NA.233           NA        <NA>           NA       <NA>         NA        <NA>
## NA.234           NA        <NA>           NA       <NA>         NA        <NA>
## 1323              1          Gd            8        Typ          1          TA
## 1331              1          Gd            7        Typ          1          Gd
## 1336              1          TA            6        Typ          1          TA
## 1337              2          TA            8        Typ          0        <NA>
## 1338              1          Fa            4        Typ          0        <NA>
## 1339              1          Gd            8        Typ          0        <NA>
## 1340              1          TA            5        Typ          0        <NA>
## NA.235           NA        <NA>           NA       <NA>         NA        <NA>
## 1345              1          Gd            8        Typ          1          TA
## NA.236           NA        <NA>           NA       <NA>         NA        <NA>
## 1348              1          Gd            7        Typ          1          Gd
## NA.237           NA        <NA>           NA       <NA>         NA        <NA>
## 1351              2          TA           12        Typ          0        <NA>
## NA.238           NA        <NA>           NA       <NA>         NA        <NA>
## 1356              1          Gd            8        Typ          1          TA
## NA.239           NA        <NA>           NA       <NA>         NA        <NA>
## NA.240           NA        <NA>           NA       <NA>         NA        <NA>
## NA.241           NA        <NA>           NA       <NA>         NA        <NA>
## 1360              1          Ex            8        Typ          1          Gd
## 1362              1          Gd            7        Typ          1          Gd
## NA.242           NA        <NA>           NA       <NA>         NA        <NA>
## NA.243           NA        <NA>           NA       <NA>         NA        <NA>
## NA.244           NA        <NA>           NA       <NA>         NA        <NA>
## 1371              1          TA            6        Typ          0        <NA>
## 1372              1          Gd            8        Typ          1          TA
## NA.245           NA        <NA>           NA       <NA>         NA        <NA>
## 1375              1          Gd            9        Typ          1          Gd
## 1376              1          Gd            7        Typ          1          Gd
## NA.246           NA        <NA>           NA       <NA>         NA        <NA>
## NA.247           NA        <NA>           NA       <NA>         NA        <NA>
## 1387              1          Gd           12        Typ          2          TA
## 1396              1          Gd            9        Typ          1          Gd
## NA.248           NA        <NA>           NA       <NA>         NA        <NA>
## NA.249           NA        <NA>           NA       <NA>         NA        <NA>
## 1412              1          TA            6       Min2          0        <NA>
## 1414              1          Gd            7        Typ          1          Gd
## NA.250           NA        <NA>           NA       <NA>         NA        <NA>
## NA.251           NA        <NA>           NA       <NA>         NA        <NA>
## 1421              1          TA            7        Typ          1          TA
## NA.252           NA        <NA>           NA       <NA>         NA        <NA>
## NA.253           NA        <NA>           NA       <NA>         NA        <NA>
## 1426              1          Gd            7        Typ          0        <NA>
## 1427              1          Gd            5        Typ          2          TA
## NA.254           NA        <NA>           NA       <NA>         NA        <NA>
## NA.255           NA        <NA>           NA       <NA>         NA        <NA>
## 1434              1          TA            8        Typ          1          TA
## 1435              1          TA            5        Typ          1          Gd
## 1436              1          Gd            7        Typ          1          Gd
## 1438              1          Ex            7        Typ          1          Gd
## 1439              1          TA            6        Typ          0        <NA>
## 1440              1          TA            6        Typ          1          TA
## NA.256           NA        <NA>           NA       <NA>         NA        <NA>
## 1443              1          Ex           10        Typ          1          Ex
## NA.257           NA        <NA>           NA       <NA>         NA        <NA>
## NA.258           NA        <NA>           NA       <NA>         NA        <NA>
## 1448              1          Gd            8        Typ          1          TA
## 1454              1          TA            6        Typ          0        <NA>
## 1457              1          TA            7       Min1          2          TA
##        GarageType GarageYrBlt GarageFinish GarageCars GarageArea GarageQual
## 2          Attchd        1976          RFn          2        460         TA
## 5          Attchd        2000          RFn          3        836         TA
## 6          Attchd        1993          Unf          2        480         TA
## NA           <NA>          NA         <NA>         NA         NA       <NA>
## 12        BuiltIn        2005          Fin          3        736         TA
## NA.1         <NA>          NA         <NA>         NA         NA       <NA>
## 14         Attchd        2006          RFn          3        840         TA
## NA.2         <NA>          NA         <NA>         NA         NA       <NA>
## NA.3         <NA>          NA         <NA>         NA         NA       <NA>
## 21        BuiltIn        2005          RFn          3        853         TA
## NA.4         <NA>          NA         <NA>         NA         NA       <NA>
## 26         Attchd        2007          RFn          3        890         TA
## 28         Attchd        2008          RFn          3        772         TA
## NA.5         <NA>          NA         <NA>         NA         NA       <NA>
## 33         Attchd        2007          RFn          2        484         TA
## 36        BuiltIn        2004          Fin          3        691         TA
## 37         Attchd        1995          Unf          2        672         TA
## 41         Attchd        1965          RFn          2        440         TA
## 42         Attchd        1959          RFn          1        308         TA
## NA.6         <NA>          NA         <NA>         NA         NA       <NA>
## NA.7         <NA>          NA         <NA>         NA         NA       <NA>
## 48         Attchd        2006          RFn          3        826         TA
## NA.8         <NA>          NA         <NA>         NA         NA       <NA>
## 53        CarPort        1963          Unf          2        516         TA
## 56         Attchd        1964          RFn          2        576         TA
## 58         Attchd        2004          RFn          2        565         TA
## NA.9         <NA>          NA         <NA>         NA         NA       <NA>
## NA.10        <NA>          NA         <NA>         NA         NA       <NA>
## 70         Attchd        1953          Fin          2        667         TA
## 71         Attchd        1973          Fin          2        516         TA
## 74         Attchd        1989          Unf          2        490         TA
## NA.11        <NA>          NA         <NA>         NA         NA       <NA>
## 81         Attchd        1968          Fin          1        509         TA
## 84         Detchd        1974          Unf          2        461         TA
## NA.12        <NA>          NA         <NA>         NA         NA       <NA>
## 86         Attchd        1991          Unf          2        462         TA
## 87        BuiltIn        2005          Fin          2        400         TA
## 89           <NA>          NA         <NA>          0          0       <NA>
## 92         Attchd        1961          Unf          2        480         TA
## 93         Detchd        1921          Unf          2        432         TA
## NA.13        <NA>          NA         <NA>         NA         NA       <NA>
## 99        Basment        1920          Unf          1        366         Fa
## NA.14        <NA>          NA         <NA>         NA         NA       <NA>
## 104        Attchd        2009          RFn          3        740         TA
## NA.15        <NA>          NA         <NA>         NA         NA       <NA>
## 109          <NA>          NA         <NA>          0          0       <NA>
## 110        Attchd        1977          RFn          2        546         TA
## NA.16        <NA>          NA         <NA>         NA         NA       <NA>
## NA.17        <NA>          NA         <NA>         NA         NA       <NA>
## NA.18        <NA>          NA         <NA>         NA         NA       <NA>
## 119        Attchd        1990          Unf          3        594         TA
## NA.19        <NA>          NA         <NA>         NA         NA       <NA>
## NA.20        <NA>          NA         <NA>         NA         NA       <NA>
## 131        Attchd        1966          Fin          2        487         TA
## NA.21        <NA>          NA         <NA>         NA         NA       <NA>
## NA.22        <NA>          NA         <NA>         NA         NA       <NA>
## 136        Attchd        1970          Unf          2        530         TA
## NA.23        <NA>          NA         <NA>         NA         NA       <NA>
## 138        2Types        1989          Unf          3        766         TA
## NA.24        <NA>          NA         <NA>         NA         NA       <NA>
## NA.25        <NA>          NA         <NA>         NA         NA       <NA>
## 151        Attchd        1975          Unf          2        440         TA
## 152        Attchd        2007          RFn          3        866         TA
## NA.26        <NA>          NA         <NA>         NA         NA       <NA>
## NA.27        <NA>          NA         <NA>         NA         NA       <NA>
## 155        Detchd        1923          Unf          1        312         Fa
## 158       BuiltIn        2009          Fin          3        680         TA
## 159        Attchd        2004          RFn          2        678         TA
## 160        Attchd        2006          RFn          2        576         TA
## NA.28        <NA>          NA         <NA>         NA         NA       <NA>
## 162       BuiltIn        2003          Fin          3        726         TA
## 163        Attchd        2005          RFn          2        532         TA
## NA.29        <NA>          NA         <NA>         NA         NA       <NA>
## 168        Attchd        2007          Fin          3        789         TA
## NA.30        <NA>          NA         <NA>         NA         NA       <NA>
## NA.31        <NA>          NA         <NA>         NA         NA       <NA>
## 172        Attchd        1960          Fin          2        528         TA
## 174        Attchd        1961          Unf          2        504         TA
## 176        Attchd        1950          Unf          2        576         TA
## 177        Attchd        1988          Unf          2        521         TA
## NA.32        <NA>          NA         <NA>         NA         NA       <NA>
## NA.33        <NA>          NA         <NA>         NA         NA       <NA>
## 185        Attchd        1986          Unf          2        576         TA
## 186        Detchd        1993          Unf          3        840         Ex
## NA.34        <NA>          NA         <NA>         NA         NA       <NA>
## NA.35        <NA>          NA         <NA>         NA         NA       <NA>
## 198        Detchd        1918          Unf          2        795         TA
## 199          <NA>          NA         <NA>          0          0       <NA>
## 201        Attchd        2003          RFn          2        440         TA
## NA.36        <NA>          NA         <NA>         NA         NA       <NA>
## 206        Attchd        1990          RFn          2        500         TA
## NA.37        <NA>          NA         <NA>         NA         NA       <NA>
## NA.38        <NA>          NA         <NA>         NA         NA       <NA>
## 212        Attchd        2009          RFn          2        460         TA
## NA.39        <NA>          NA         <NA>         NA         NA       <NA>
## NA.40        <NA>          NA         <NA>         NA         NA       <NA>
## NA.41        <NA>          NA         <NA>         NA         NA       <NA>
## 223        Attchd        1975          RFn          2        434         TA
## 225        Attchd        2003          Fin          3        968         TA
## 227        Attchd        1995          RFn          3        721         TA
## 232        Attchd        1995          Fin          3        810         TA
## NA.42        <NA>          NA         <NA>         NA         NA       <NA>
## NA.43        <NA>          NA         <NA>         NA         NA       <NA>
## 239        Attchd        2007          Fin          3        818         TA
## NA.44        <NA>          NA         <NA>         NA         NA       <NA>
## 246        Attchd        1988          Fin          2        604         TA
## NA.45        <NA>          NA         <NA>         NA         NA       <NA>
## 254        Attchd        1964          RFn          1        309         TA
## 259        Attchd        2001          RFn          2        564         TA
## 261        Attchd        1991          Unf          2        884         TA
## 263        Attchd        1978          Unf          2        492         TA
## NA.46        <NA>          NA         <NA>         NA         NA       <NA>
## 271        Attchd        2006          RFn          3       1053         TA
## 273        Attchd        1999          Fin          3        671         TA
## 274        Attchd        1958          RFn          1        338         TA
## 277        Attchd        2003          Fin          2        573         TA
## 278        Detchd        1951          Unf          2        400         TA
## 279        Attchd        2007          Fin          3        732         TA
## 280        Attchd        1977          Fin          2        505         TA
## 281        Attchd        1989          Fin          2        575         TA
## NA.47        <NA>          NA         <NA>         NA         NA       <NA>
## NA.48        <NA>          NA         <NA>         NA         NA       <NA>
## 291        Attchd        2006          RFn          2        685         Gd
## NA.49        <NA>          NA         <NA>         NA         NA       <NA>
## 295        Attchd        1953          Fin          2        418         TA
## 299        Attchd        1968          Unf          2        539         TA
## 300        Attchd        1950          Unf          1        300         TA
## 301        Attchd        1953          Unf          1        375         TA
## 303        Attchd        2001          RFn          3        843         TA
## 305        Attchd        2003          Unf          3        870         TA
## 306        Attchd        2004          Fin          3        888         TA
## 307        Attchd        1990          RFn          3        746         TA
## NA.50        <NA>          NA         <NA>         NA         NA       <NA>
## NA.51        <NA>          NA         <NA>         NA         NA       <NA>
## 310        Attchd        2003          Fin          3        708         TA
## NA.52        <NA>          NA         <NA>         NA         NA       <NA>
## 314        Attchd        1965          RFn          2        513         TA
## 317        Attchd        1983          RFn          2        484         TA
## 319        Attchd        1993          RFn          3        656         TA
## NA.53        <NA>          NA         <NA>         NA         NA       <NA>
## 321        Attchd        2006          RFn          3        840         TA
## 322       BuiltIn        2004          Fin          3        872         TA
## 323        Attchd        1987          Fin          2        576         TA
## 325       BuiltIn        1961          Fin          2        564         TA
## 328        Attchd        1960          RFn          1        292         TA
## NA.54        <NA>          NA         <NA>         NA         NA       <NA>
## NA.55        <NA>          NA         <NA>         NA         NA       <NA>
## 333        Attchd        2003          RFn          3        880         TA
## NA.56        <NA>          NA         <NA>         NA         NA       <NA>
## 337        Attchd        2005          Fin          3        676         TA
## 339        Attchd        1984          RFn          2        440         TA
## 341        Attchd        2002          Fin          2        431         TA
## NA.57        <NA>          NA         <NA>         NA         NA       <NA>
## NA.58        <NA>          NA         <NA>         NA         NA       <NA>
## NA.59        <NA>          NA         <NA>         NA         NA       <NA>
## NA.60        <NA>          NA         <NA>         NA         NA       <NA>
## 356        Attchd        1995          RFn          2        521         TA
## NA.61        <NA>          NA         <NA>         NA         NA       <NA>
## 359       BuiltIn        1958          Unf          1        288         TA
## NA.62        <NA>          NA         <NA>         NA         NA       <NA>
## NA.63        <NA>          NA         <NA>         NA         NA       <NA>
## NA.64        <NA>          NA         <NA>         NA         NA       <NA>
## NA.65        <NA>          NA         <NA>         NA         NA       <NA>
## 368       Basment        1962          RFn          1        296         TA
## NA.66        <NA>          NA         <NA>         NA         NA       <NA>
## NA.67        <NA>          NA         <NA>         NA         NA       <NA>
## 372        Detchd        1991          Fin          2        680         TA
## NA.68        <NA>          NA         <NA>         NA         NA       <NA>
## 378        Attchd        2004          RFn          2        610         TA
## 379        Attchd        2010          Fin          3        834         TA
## NA.69        <NA>          NA         <NA>         NA         NA       <NA>
## 389        Attchd        1999          RFn          2        577         TA
## 390       BuiltIn        2008          Fin          3        846         TA
## NA.70        <NA>          NA         <NA>         NA         NA       <NA>
## NA.71        <NA>          NA         <NA>         NA         NA       <NA>
## 404       BuiltIn        1998          Fin          2        420         TA
## NA.72        <NA>          NA         <NA>         NA         NA       <NA>
## NA.73        <NA>          NA         <NA>         NA         NA       <NA>
## 409        Attchd        2006          RFn          3        947         TA
## 410        Attchd        2008          Fin          3        836         TA
## 412        Attchd        1955          Fin          2        572         TA
## NA.74        <NA>          NA         <NA>         NA         NA       <NA>
## 418        Detchd        1918          Unf          3        864         TA
## NA.75        <NA>          NA         <NA>         NA         NA       <NA>
## 423        Attchd        1954          RFn          2        520         TA
## 424        Attchd        1998          Fin          3        696         TA
## NA.76        <NA>          NA         <NA>         NA         NA       <NA>
## 430        Attchd        1988          Unf          2        576         TA
## 434        Attchd        1997          Fin          2        470         TA
## 441        Attchd        2008          Fin          3        672         TA
## 442          <NA>          NA         <NA>          0          0       <NA>
## 447        Attchd        1966          Fin          2        578         TA
## NA.77        <NA>          NA         <NA>         NA         NA       <NA>
## NA.78        <NA>          NA         <NA>         NA         NA       <NA>
## 456        Attchd        1973          Unf          2        528         TA
## NA.79        <NA>          NA         <NA>         NA         NA       <NA>
## NA.80        <NA>          NA         <NA>         NA         NA       <NA>
## NA.81        <NA>          NA         <NA>         NA         NA       <NA>
## NA.82        <NA>          NA         <NA>         NA         NA       <NA>
## 467        Attchd        1970          Unf          2        526         TA
## 469        Attchd        2006          RFn          3        866         TA
## NA.83        <NA>          NA         <NA>         NA         NA       <NA>
## 472        Attchd        1977          RFn          2        534         TA
## 474        Attchd        2006          RFn          3        908         TA
## 476        Detchd        1996          Unf          2        624         TA
## 478       BuiltIn        2006          Fin          3        694         TA
## 481        Attchd        2004          Fin          3        772         TA
## NA.84        <NA>          NA         <NA>         NA         NA       <NA>
## 486        Attchd        1950          Unf          1        264         TA
## NA.85        <NA>          NA         <NA>         NA         NA       <NA>
## 493        Attchd        2006          RFn          2        429         TA
## NA.86        <NA>          NA         <NA>         NA         NA       <NA>
## 504        Attchd        1959          Fin          2        484         TA
## 507        Attchd        1993          RFn          2        471         TA
## 510        Attchd        1959          RFn          1        270         TA
## 516        Attchd        2009          Fin          3        900         TA
## NA.87        <NA>          NA         <NA>         NA         NA       <NA>
## NA.88        <NA>          NA         <NA>         NA         NA       <NA>
## 522        Attchd        1957          Unf          1        336         TA
## 524       BuiltIn        2007          Fin          3        884         TA
## 525        Attchd        1996          Fin          3        834         TA
## NA.89        <NA>          NA         <NA>         NA         NA       <NA>
## 531        Attchd        1988          RFn          2        600         TA
## NA.90        <NA>          NA         <NA>         NA         NA       <NA>
## NA.91        <NA>          NA         <NA>         NA         NA       <NA>
## NA.92        <NA>          NA         <NA>         NA         NA       <NA>
## 541        Attchd        2006          Fin          3        765         TA
## NA.93        <NA>          NA         <NA>         NA         NA       <NA>
## NA.94        <NA>          NA         <NA>         NA         NA       <NA>
## 553        Attchd        2006          RFn          3        908         TA
## 555       BuiltIn        2003          RFn          3        871         TA
## NA.95        <NA>          NA         <NA>         NA         NA       <NA>
## NA.96        <NA>          NA         <NA>         NA         NA       <NA>
## NA.97        <NA>          NA         <NA>         NA         NA       <NA>
## NA.98        <NA>          NA         <NA>         NA         NA       <NA>
## 573        Attchd        2009          RFn          2        650         TA
## 576        Detchd        1947          Unf          1        336         TA
## 578        Attchd        1966          RFn          2        564         TA
## 580        Attchd        1954          Unf          1        352         Fa
## NA.99        <NA>          NA         <NA>         NA         NA       <NA>
## 582        Attchd        2009          RFn          3       1390         TA
## 583          <NA>          NA         <NA>          0          0       <NA>
## 586        Attchd        2005          RFn          3        880         TA
## 592       BuiltIn        2008          RFn          3        842         TA
## NA.100       <NA>          NA         <NA>         NA         NA       <NA>
## 595        Detchd        1981          Unf          1        280         TA
## 599        Attchd        1977          Fin          2        621         TA
## 603        Attchd        1992          Fin          2        506         TA
## 605        Attchd        2002          RFn          2        530         TA
## 606        Attchd        1965          Unf          2        486         TA
## 607        Detchd        2000          Unf          2        576         TA
## NA.101       <NA>          NA         <NA>         NA         NA       <NA>
## NA.102       <NA>          NA         <NA>         NA         NA       <NA>
## NA.103       <NA>          NA         <NA>         NA         NA       <NA>
## 616        Attchd        1963          RFn          2        480         TA
## NA.104       <NA>          NA         <NA>         NA         NA       <NA>
## 619        Attchd        2007          Unf          3        774         TA
## 620        Attchd        2003          Fin          3        749         TA
## 622        Attchd        1974          RFn          2        624         TA
## NA.105       <NA>          NA         <NA>         NA         NA       <NA>
## 625        Attchd        1972          RFn          2        484         TA
## 626        Attchd        1962          Unf          2        440         TA
## NA.106       <NA>          NA         <NA>         NA         NA       <NA>
## 628       Basment        1955          RFn          1        364         TA
## 630        Attchd        1964          RFn          2        520         TA
## 633        Attchd        1977          Fin          2        544         TA
## 634        Attchd        1954          Unf          1        260         TA
## NA.107       <NA>          NA         <NA>         NA         NA       <NA>
## 644        Attchd        1969          Fin          2        462         TA
## 645        Attchd        2009          Fin          3        478         TA
## NA.108       <NA>          NA         <NA>         NA         NA       <NA>
## 648        Attchd        1953          RFn          2        495         TA
## 655        Attchd        1995          Fin          3        839         TA
## NA.109       <NA>          NA         <NA>         NA         NA       <NA>
## 663        Attchd        1968          RFn          2        576         TA
## 664        Detchd        1974          RFn          2        588         TA
## 666        Attchd        2000          RFn          2        504         TA
## NA.110       <NA>          NA         <NA>         NA         NA       <NA>
## NA.111       <NA>          NA         <NA>         NA         NA       <NA>
## 670        Detchd        1922          Unf          1        252         TA
## NA.112       <NA>          NA         <NA>         NA         NA       <NA>
## 674        Attchd        1957          Fin          2        416         TA
## 675        Attchd        1965          RFn          1        384         TA
## 679        Attchd        2008          Fin          3        834         TA
## NA.113       <NA>          NA         <NA>         NA         NA       <NA>
## NA.114       <NA>          NA         <NA>         NA         NA       <NA>
## 684        Attchd        2002          Fin          3        702         TA
## NA.115       <NA>          NA         <NA>         NA         NA       <NA>
## 687        Attchd        2007          Fin          2        578         TA
## NA.116       <NA>          NA         <NA>         NA         NA       <NA>
## NA.117       <NA>          NA         <NA>         NA         NA       <NA>
## 692        Attchd        1994          Fin          3        832         TA
## 701        Attchd        2002          Fin          3        765         TA
## 702        Attchd        1969          Unf          2        528         TA
## 703       BuiltIn        2006          Fin          3        666         TA
## NA.118       <NA>          NA         <NA>         NA         NA       <NA>
## NA.119       <NA>          NA         <NA>         NA         NA       <NA>
## NA.120       <NA>          NA         <NA>         NA         NA       <NA>
## 718        Attchd        1973          Unf          2        439         TA
## 719        Attchd        1993          RFn          3        983         TA
## NA.121       <NA>          NA         <NA>         NA         NA       <NA>
## NA.122       <NA>          NA         <NA>         NA         NA       <NA>
## 725        Attchd        2007          Fin          3        768         TA
## NA.123       <NA>          NA         <NA>         NA         NA       <NA>
## 729        Detchd        1968          Unf          3        888         TA
## 734        Attchd        1961          RFn          1        264         TA
## NA.124       <NA>          NA         <NA>         NA         NA       <NA>
## NA.125       <NA>          NA         <NA>         NA         NA       <NA>
## NA.126       <NA>          NA         <NA>         NA         NA       <NA>
## NA.127       <NA>          NA         <NA>         NA         NA       <NA>
## 754        Attchd        2005          RFn          3        878         TA
## NA.128       <NA>          NA         <NA>         NA         NA       <NA>
## 764        Attchd        1999          RFn          3        856         TA
## 767        Attchd        1988          Unf          2        496         TA
## NA.129       <NA>          NA         <NA>         NA         NA       <NA>
## 773        Detchd        1976          Unf          2        672         TA
## 775        Attchd        2006          Fin          3        895         TA
## 777        Attchd        2005          RFn          3        865         TA
## 778        Attchd        1974          Unf          2        440         TA
## NA.130       <NA>          NA         <NA>         NA         NA       <NA>
## NA.131       <NA>          NA         <NA>         NA         NA       <NA>
## NA.132       <NA>          NA         <NA>         NA         NA       <NA>
## NA.133       <NA>          NA         <NA>         NA         NA       <NA>
## 793        Attchd        1997          Unf          2        455         TA
## NA.134       <NA>          NA         <NA>         NA         NA       <NA>
## 799       BuiltIn        2009          Fin          3        820         TA
## 804       BuiltIn        2009          RFn          3       1020         TA
## 806        Attchd        2008          RFn          2        554         TA
## 808        Attchd        1923          RFn          2        528         TA
## 809        Attchd        1966          RFn          2        484         TA
## 810        Detchd        1910          Unf          2        360         Fa
## NA.135       <NA>          NA         <NA>         NA         NA       <NA>
## NA.136       <NA>          NA         <NA>         NA         NA       <NA>
## NA.137       <NA>          NA         <NA>         NA         NA       <NA>
## 819        Attchd        1971          Unf          2        440         TA
## NA.138       <NA>          NA         <NA>         NA         NA       <NA>
## 825        Attchd        2006          RFn          2        776         TA
## 826        Attchd        2007          Fin          3       1220         TA
## NA.139       <NA>          NA         <NA>         NA         NA       <NA>
## 831        Attchd        1957          RFn          2        458         TA
## 834        Attchd        1964          RFn          2        472         TA
## 837        Detchd        1948          Unf          2        812         TA
## NA.140       <NA>          NA         <NA>         NA         NA       <NA>
## 843        Attchd        1966          RFn          2        490         Gd
## 844          <NA>          NA         <NA>          0          0       <NA>
## 845        Detchd        1949          Unf          3        720         TA
## NA.141       <NA>          NA         <NA>         NA         NA       <NA>
## 850        Attchd        1976          RFn          2        512         TA
## NA.142       <NA>          NA         <NA>         NA         NA       <NA>
## NA.143       <NA>          NA         <NA>         NA         NA       <NA>
## 855        Attchd        1955          Unf          2        454         TA
## NA.144       <NA>          NA         <NA>         NA         NA       <NA>
## NA.145       <NA>          NA         <NA>         NA         NA       <NA>
## 859        Attchd        1976          RFn          2        479         TA
## NA.146       <NA>          NA         <NA>         NA         NA       <NA>
## 863        Attchd        1986          Unf          2        480         TA
## NA.147       <NA>          NA         <NA>         NA         NA       <NA>
## 868        Attchd        1961          RFn          2        544         TA
## NA.148       <NA>          NA         <NA>         NA         NA       <NA>
## 870        Attchd        1993          Fin          2        574         TA
## 877        Attchd        1963          Unf          2        648         TA
## 879        Detchd        1987          Unf          2        576         TA
## NA.149       <NA>          NA         <NA>         NA         NA       <NA>
## NA.150       <NA>          NA         <NA>         NA         NA       <NA>
## 889        Attchd        1970          Unf          2        621         TA
## 890        Attchd        1953          RFn          2        505         TA
## NA.151       <NA>          NA         <NA>         NA         NA       <NA>
## 899        Attchd        2009          Fin          3        820         TA
## NA.152       <NA>          NA         <NA>         NA         NA       <NA>
## NA.153       <NA>          NA         <NA>         NA         NA       <NA>
## 906        Attchd        1954          RFn          1        280         TA
## 907        Attchd        2006          RFn          3        865         TA
## 908        Attchd        1936          Fin          1        180         Fa
## NA.154       <NA>          NA         <NA>         NA         NA       <NA>
## 910        Attchd        2005          Fin          2        390         TA
## 911        Detchd        1960          Unf          2        480         TA
## NA.155       <NA>          NA         <NA>         NA         NA       <NA>
## 914        2Types        1949          Unf          3        871         TA
## NA.156       <NA>          NA         <NA>         NA         NA       <NA>
## 919        Attchd        1991          RFn          3        833         TA
## 920        Attchd        1990          Unf          2        601         TA
## NA.157       <NA>          NA         <NA>         NA         NA       <NA>
## 927       BuiltIn        2003          Fin          3        656         TA
## NA.158       <NA>          NA         <NA>         NA         NA       <NA>
## NA.159       <NA>          NA         <NA>         NA         NA       <NA>
## NA.160       <NA>          NA         <NA>         NA         NA       <NA>
## 933        Attchd        2006          Fin          3        788         TA
## 935        Attchd        1960          RFn          2        505         TA
## NA.161       <NA>          NA         <NA>         NA         NA       <NA>
## NA.162       <NA>          NA         <NA>         NA         NA       <NA>
## 944        Attchd        1967          Unf          2        576         TA
## NA.163       <NA>          NA         <NA>         NA         NA       <NA>
## 946        Detchd        1963          Unf          2        456         TA
## 948        Attchd        2002          Fin          3        808         TA
## NA.164       <NA>          NA         <NA>         NA         NA       <NA>
## 956        Attchd        1946          Unf          2        492         TA
## NA.165       <NA>          NA         <NA>         NA         NA       <NA>
## 964        Attchd        2007          Fin          2        702         TA
## 965       BuiltIn        2002          Fin          2        510         TA
## 967        Detchd        1940          Unf          1        256         TA
## NA.166       <NA>          NA         <NA>         NA         NA       <NA>
## 974        Attchd        2007          Fin          2        480         TA
## NA.167       <NA>          NA         <NA>         NA         NA       <NA>
## 980        Detchd        1963          Unf          2        480         TA
## NA.168       <NA>          NA         <NA>         NA         NA       <NA>
## 982        Attchd        1998          Fin          3        676         TA
## NA.169       <NA>          NA         <NA>         NA         NA       <NA>
## 988        Attchd        2010          Fin          3        606         TA
## NA.170       <NA>          NA         <NA>         NA         NA       <NA>
## 991        Attchd        1997          Fin          3        870         TA
## 992        Attchd        1925          Unf          2        424         TA
## 993        Attchd        1964          RFn          2        440         TA
## 995        Attchd        2008          Fin          3        786         TA
## NA.171       <NA>          NA         <NA>         NA         NA       <NA>
## NA.172       <NA>          NA         <NA>         NA         NA       <NA>
## NA.173       <NA>          NA         <NA>         NA         NA       <NA>
## NA.174       <NA>          NA         <NA>         NA         NA       <NA>
## 1011       Attchd        1948          Unf          1        312         TA
## NA.175       <NA>          NA         <NA>         NA         NA       <NA>
## NA.176       <NA>          NA         <NA>         NA         NA       <NA>
## NA.177       <NA>          NA         <NA>         NA         NA       <NA>
## NA.178       <NA>          NA         <NA>         NA         NA       <NA>
## 1032      Basment        1970          Fin          2        672         TA
## NA.179       <NA>          NA         <NA>         NA         NA       <NA>
## NA.180       <NA>          NA         <NA>         NA         NA       <NA>
## NA.181       <NA>          NA         <NA>         NA         NA       <NA>
## 1037       Attchd        2008          Fin          3        912         TA
## NA.182       <NA>          NA         <NA>         NA         NA       <NA>
## 1041       Attchd        1957          RFn          2        484         TA
## NA.183       <NA>          NA         <NA>         NA         NA       <NA>
## 1044       Attchd        1990          Unf          2        514         TA
## 1045       Attchd        1981          Fin          2        542         TA
## NA.184       <NA>          NA         <NA>         NA         NA       <NA>
## 1047      BuiltIn        2005          Fin          3        716         TA
## 1049       Attchd        1960          Unf          2        336         TA
## 1052       Attchd        2007          Fin          2        440         TA
## 1053       Attchd        1964          RFn          2        540         TA
## 1055       Attchd        2002          Fin          2        586         TA
## 1056       Attchd        1976          Fin          2        478         TA
## NA.185       <NA>          NA         <NA>         NA         NA       <NA>
## 1059       Attchd        2008          Fin          3        836         TA
## NA.186       <NA>          NA         <NA>         NA         NA       <NA>
## 1062       Detchd        1994          RFn          3       1248         TA
## 1063       Detchd        1945          Unf          2        560         TA
## NA.187       <NA>          NA         <NA>         NA         NA       <NA>
## 1066       Attchd        1996          RFn          2        533         TA
## 1068       Attchd        1964          RFn          2        442         TA
## NA.188       <NA>          NA         <NA>         NA         NA       <NA>
## 1081       Attchd        1971          RFn          2        528         TA
## 1084       Attchd        1964          RFn          1        461         TA
## NA.189       <NA>          NA         <NA>         NA         NA       <NA>
## NA.190       <NA>          NA         <NA>         NA         NA       <NA>
## 1088       Attchd        2005          RFn          3       1043         TA
## NA.191       <NA>          NA         <NA>         NA         NA       <NA>
## 1100       Attchd        1978          RFn          2        478         TA
## 1106       Attchd        1994          RFn          2        712         TA
## 1107       Attchd        1990          Fin          2        719         TA
## 1108      BuiltIn        2006          RFn          2        422         TA
## NA.192       <NA>          NA         <NA>         NA         NA       <NA>
## 1110       Attchd        2004          Fin          3        862         TA
## NA.193       <NA>          NA         <NA>         NA         NA       <NA>
## 1112       Attchd        1976          RFn          2        483         TA
## 1115       Detchd        1955          Unf          1        326         TA
## 1116       Attchd        2007          RFn          3        928         TA
## NA.194       <NA>          NA         <NA>         NA         NA       <NA>
## 1119      BuiltIn        1958          RFn          1        300         TA
## 1122       Attchd        2005          RFn          3        782         TA
## NA.195       <NA>          NA         <NA>         NA         NA       <NA>
## NA.196       <NA>          NA         <NA>         NA         NA       <NA>
## 1128       Attchd        2004          Fin          3        630         TA
## 1133       Detchd        1930          Unf          1        205         Fa
## 1134       Attchd        1995          RFn          2        466         TA
## 1137       Attchd        1950          Unf          1        288         TA
## NA.197       <NA>          NA         <NA>         NA         NA       <NA>
## 1140       Detchd        1972          Unf          2        495         TA
## NA.198       <NA>          NA         <NA>         NA         NA       <NA>
## NA.199       <NA>          NA         <NA>         NA         NA       <NA>
## NA.200       <NA>          NA         <NA>         NA         NA       <NA>
## NA.201       <NA>          NA         <NA>         NA         NA       <NA>
## 1152       Attchd        1959          Fin          2        528         TA
## 1153       Attchd        1956          Fin          2        470         TA
## NA.202       <NA>          NA         <NA>         NA         NA       <NA>
## NA.203       <NA>          NA         <NA>         NA         NA       <NA>
## 1156       Attchd        1976          RFn          2        528         TA
## 1157       Attchd        1965          RFn          2        502         TA
## 1159       Attchd        2008          RFn          3        830         TA
## NA.204       <NA>          NA         <NA>         NA         NA       <NA>
## 1163       Attchd        1968          Fin          2        450         TA
## NA.205       <NA>          NA         <NA>         NA         NA       <NA>
## 1169      Basment        1935          Unf          2        540         TA
## 1170       Attchd        1995          Fin          3        807         TA
## 1174         <NA>          NA         <NA>          0          0       <NA>
## 1175       Detchd        1932          Unf          2        360         TA
## 1176       Attchd        1992          Fin          2        541         TA
## NA.206       <NA>          NA         <NA>         NA         NA       <NA>
## NA.207       <NA>          NA         <NA>         NA         NA       <NA>
## 1183       Attchd        1996          Fin          3        813         TA
## 1187      CarPort        1920          Unf          2        420         Fa
## 1188       Attchd        1994          RFn          3        757         TA
## NA.208       <NA>          NA         <NA>         NA         NA       <NA>
## NA.209       <NA>          NA         <NA>         NA         NA       <NA>
## 1195       Attchd        1969          Fin          1        299         TA
## 1202       Attchd        1998          RFn          2        546         TA
## 1206       Attchd        1990          RFn          3        701         TA
## NA.210       <NA>          NA         <NA>         NA         NA       <NA>
## 1210       Attchd        2006          RFn          2        500         TA
## 1212      Basment        1988          RFn          2        492         TA
## NA.211       <NA>          NA         <NA>         NA         NA       <NA>
## 1216       Detchd        1966          RFn          1        384         TA
## 1224       Detchd        1951          Unf          2        528         TA
## 1227      BuiltIn        2007          Fin          3        668         TA
## NA.212       <NA>          NA         <NA>         NA         NA       <NA>
## NA.213       <NA>          NA         <NA>         NA         NA       <NA>
## 1236       Detchd        1914          Unf          1        180         Fa
## 1242       Attchd        2007          RFn          3        954         TA
## 1243       Attchd        1974          RFn          2        528         TA
## 1244       Attchd        2006          Fin          3        850         TA
## NA.214       <NA>          NA         <NA>         NA         NA       <NA>
## NA.215       <NA>          NA         <NA>         NA         NA       <NA>
## 1251       Attchd        1968          Fin          2        522         TA
## NA.216       <NA>          NA         <NA>         NA         NA       <NA>
## NA.217       <NA>          NA         <NA>         NA         NA       <NA>
## 1257       Attchd        1994          Fin          2        691         TA
## NA.218       <NA>          NA         <NA>         NA         NA       <NA>
## 1262       Attchd        1956          Unf          1        338         TA
## NA.219       <NA>          NA         <NA>         NA         NA       <NA>
## 1268       Attchd        2009          Fin          3        746         TA
## NA.220       <NA>          NA         <NA>         NA         NA       <NA>
## NA.221       <NA>          NA         <NA>         NA         NA       <NA>
## NA.222       <NA>          NA         <NA>         NA         NA       <NA>
## NA.223       <NA>          NA         <NA>         NA         NA       <NA>
## 1274      Basment        1959          RFn          1        312         TA
## 1276       Detchd        1948          Unf          2        400         TA
## NA.224       <NA>          NA         <NA>         NA         NA       <NA>
## NA.225       <NA>          NA         <NA>         NA         NA       <NA>
## 1284         <NA>          NA         <NA>          0          0       <NA>
## NA.226       <NA>          NA         <NA>         NA         NA       <NA>
## NA.227       <NA>          NA         <NA>         NA         NA       <NA>
## 1290      BuiltIn        2006          Fin          3        753         TA
## NA.228       <NA>          NA         <NA>         NA         NA       <NA>
## 1297       Attchd        1963          RFn          2        525         TA
## 1299       Attchd        2008          Fin          2       1418         TA
## NA.229       <NA>          NA         <NA>         NA         NA       <NA>
## NA.230       <NA>          NA         <NA>         NA         NA       <NA>
## 1303       Attchd        1994          RFn          3        844         TA
## 1306       Attchd        2006          Fin          2        840         TA
## 1309       Attchd        1948          Unf          2        528         TA
## NA.231       <NA>          NA         <NA>         NA         NA       <NA>
## 1311       Attchd        1959          Fin          2        567         TA
## NA.232       <NA>          NA         <NA>         NA         NA       <NA>
## 1314      BuiltIn        1999          Fin          3        779         TA
## 1316       Attchd        1969          Unf          2        576         TA
## NA.233       <NA>          NA         <NA>         NA         NA       <NA>
## NA.234       <NA>          NA         <NA>         NA         NA       <NA>
## 1323       Attchd        1992          RFn          2        564         TA
## 1331       Attchd        2006          RFn          3        825         TA
## 1336       Attchd        1977          RFn          2        630         TA
## 1337       Detchd        1973          Unf          2        506         TA
## 1338         <NA>          NA         <NA>          0          0       <NA>
## 1339      BuiltIn        2002          RFn          2        492         TA
## 1340       Attchd        1972          RFn          1        288         TA
## NA.235       <NA>          NA         <NA>         NA         NA       <NA>
## 1345       Attchd        2006          Fin          2        440         TA
## NA.236       <NA>          NA         <NA>         NA         NA       <NA>
## 1348       Attchd        2006          Fin          3        712         TA
## NA.237       <NA>          NA         <NA>         NA         NA       <NA>
## 1351       Detchd        1969          Unf          4        968         TA
## NA.238       <NA>          NA         <NA>         NA         NA       <NA>
## 1356       Attchd        1968          RFn          2        487         TA
## NA.239       <NA>          NA         <NA>         NA         NA       <NA>
## NA.240       <NA>          NA         <NA>         NA         NA       <NA>
## NA.241       <NA>          NA         <NA>         NA         NA       <NA>
## 1360       Attchd        2004          Fin          3        770         TA
## 1362       Attchd        2005          Fin          2        430         TA
## NA.242       <NA>          NA         <NA>         NA         NA       <NA>
## NA.243       <NA>          NA         <NA>         NA         NA       <NA>
## NA.244       <NA>          NA         <NA>         NA         NA       <NA>
## 1371       Detchd        1967          Fin          1        338         TA
## 1372      BuiltIn        1955          RFn          1        377         TA
## NA.245       <NA>          NA         <NA>         NA         NA       <NA>
## 1375       Attchd        2005          Fin          3        936         TA
## 1376       Attchd        2007          Fin          3        722         TA
## NA.246       <NA>          NA         <NA>         NA         NA       <NA>
## NA.247       <NA>          NA         <NA>         NA         NA       <NA>
## 1387       Attchd        1978          RFn          2        564         TA
## 1396      BuiltIn        2005          Fin          3        642         TA
## NA.248       <NA>          NA         <NA>         NA         NA       <NA>
## NA.249       <NA>          NA         <NA>         NA         NA       <NA>
## 1412       Attchd        1950          Unf          1        271         TA
## 1414       Attchd        2005          Fin          2        620         TA
## NA.250       <NA>          NA         <NA>         NA         NA       <NA>
## NA.251       <NA>          NA         <NA>         NA         NA       <NA>
## 1421       Attchd        1968          RFn          2        776         TA
## NA.252       <NA>          NA         <NA>         NA         NA       <NA>
## NA.253       <NA>          NA         <NA>         NA         NA       <NA>
## 1426       Detchd        1960          Unf          2        528         TA
## 1427       Attchd        1994          RFn          2        525         TA
## NA.254       <NA>          NA         <NA>         NA         NA       <NA>
## NA.255       <NA>          NA         <NA>         NA         NA       <NA>
## 1434       Attchd        2000          Fin          2        451         TA
## 1435       Attchd        1977          RFn          2        484         TA
## 1436       Attchd        1962          RFn          2        462         TA
## 1438       Attchd        2008          Fin          3        774         TA
## 1439       Attchd        1957          Unf          2        923         TA
## 1440       Attchd        1979          RFn          2        550         TA
## NA.256       <NA>          NA         <NA>         NA         NA       <NA>
## 1443       Attchd        2008          Fin          3        812         TA
## NA.257       <NA>          NA         <NA>         NA         NA       <NA>
## NA.258       <NA>          NA         <NA>         NA         NA       <NA>
## 1448       Attchd        1995          RFn          2        556         TA
## 1454         <NA>          NA         <NA>          0          0       <NA>
## 1457       Attchd        1978          Unf          2        500         TA
##        GarageCond PavedDrive WoodDeckSF OpenPorchSF EnclosedPorch X3SsnPorch
## 2              TA          Y        298           0             0          0
## 5              TA          Y        192          84             0          0
## 6              TA          Y         40          30             0        320
## NA           <NA>       <NA>         NA          NA            NA         NA
## 12             TA          Y        147          21             0          0
## NA.1         <NA>       <NA>         NA          NA            NA         NA
## 14             TA          Y        160          33             0          0
## NA.2         <NA>       <NA>         NA          NA            NA         NA
## NA.3         <NA>       <NA>         NA          NA            NA         NA
## 21             TA          Y        240         154             0          0
## NA.4         <NA>       <NA>         NA          NA            NA         NA
## 26             TA          Y          0          56             0          0
## 28             TA          Y          0          50             0          0
## NA.5         <NA>       <NA>         NA          NA            NA         NA
## 33             TA          Y          0          30             0          0
## 36             TA          Y        113          32             0          0
## 37             TA          Y        392          64             0          0
## 41             TA          Y          0         138             0          0
## 42             TA          P          0         104             0          0
## NA.6         <NA>       <NA>         NA          NA            NA         NA
## NA.7         <NA>       <NA>         NA          NA            NA         NA
## 48             TA          Y          0         146             0          0
## NA.8         <NA>       <NA>         NA          NA            NA         NA
## 53             TA          Y        106           0             0          0
## 56             TA          Y          0           0             0        407
## 58             TA          Y          0          70             0          0
## NA.9         <NA>       <NA>         NA          NA            NA         NA
## NA.10        <NA>       <NA>         NA          NA            NA         NA
## 70             TA          Y          0          21           114          0
## 71             TA          Y        300           0             0          0
## 74             TA          Y          0           0             0          0
## NA.11        <NA>       <NA>         NA          NA            NA         NA
## 81             TA          Y          0          72             0          0
## 84             TA          Y         74           0             0          0
## NA.12        <NA>       <NA>         NA          NA            NA         NA
## 86             TA          Y        127          82             0          0
## 87             TA          Y        100          38             0          0
## 89           <NA>          N          0           0           156          0
## 92             TA          Y          0           0             0          0
## 93             TA          Y          0           0            44          0
## NA.13        <NA>       <NA>         NA          NA            NA         NA
## 99             TA          Y          0           0            77          0
## NA.14        <NA>       <NA>         NA          NA            NA         NA
## 104            TA          Y          0          36             0          0
## NA.15        <NA>       <NA>         NA          NA            NA         NA
## 109          <NA>          N          0           0           144          0
## 110            TA          Y          0         122             0          0
## NA.16        <NA>       <NA>         NA          NA            NA         NA
## NA.17        <NA>       <NA>         NA          NA            NA         NA
## NA.18        <NA>       <NA>         NA          NA            NA         NA
## 119            TA          Y        367           0             0          0
## NA.19        <NA>       <NA>         NA          NA            NA         NA
## NA.20        <NA>       <NA>         NA          NA            NA         NA
## 131            TA          Y        105          66             0          0
## NA.21        <NA>       <NA>         NA          NA            NA         NA
## NA.22        <NA>       <NA>         NA          NA            NA         NA
## 136            TA          Y         98           0             0          0
## NA.23        <NA>       <NA>         NA          NA            NA         NA
## 138            TA          Y          0           0             0          0
## NA.24        <NA>       <NA>         NA          NA            NA         NA
## NA.25        <NA>       <NA>         NA          NA            NA         NA
## 151            TA          Y          0           0             0          0
## 152            TA          Y          0         102             0          0
## NA.26        <NA>       <NA>         NA          NA            NA         NA
## NA.27        <NA>       <NA>         NA          NA            NA         NA
## 155            Fa          Y          0           0           228          0
## 158            TA          Y          0          75             0          0
## 159            TA          Y          0         136             0          0
## 160            TA          Y        239         132             0        168
## NA.28        <NA>       <NA>         NA          NA            NA         NA
## 162            TA          Y        400           0             0          0
## 163            TA          Y          0          70             0          0
## NA.29        <NA>       <NA>         NA          NA            NA         NA
## 168            TA          Y        178         120             0          0
## NA.30        <NA>       <NA>         NA          NA            NA         NA
## NA.31        <NA>       <NA>         NA          NA            NA         NA
## 172            TA          P        210          62             0          0
## 174            TA          Y          0          20             0          0
## 176            TA          Y          0          29            39          0
## 177            TA          Y          0         228             0          0
## NA.32        <NA>       <NA>         NA          NA            NA         NA
## NA.33        <NA>       <NA>         NA          NA            NA         NA
## 185            TA          Y        104           0             0          0
## 186            TA          Y          0         260             0          0
## NA.34        <NA>       <NA>         NA          NA            NA         NA
## NA.35        <NA>       <NA>         NA          NA            NA         NA
## 198            TA          Y          0          16           552          0
## 199          <NA>          Y          0         198            30          0
## 201            TA          Y        132          64             0          0
## NA.36        <NA>       <NA>         NA          NA            NA         NA
## 206            TA          Y          0          34             0        508
## NA.37        <NA>       <NA>         NA          NA            NA         NA
## NA.38        <NA>       <NA>         NA          NA            NA         NA
## 212            TA          Y        100          22             0          0
## NA.39        <NA>       <NA>         NA          NA            NA         NA
## NA.40        <NA>       <NA>         NA          NA            NA         NA
## NA.41        <NA>       <NA>         NA          NA            NA         NA
## 223            TA          Y        209         208             0          0
## 225            TA          Y        248         105             0          0
## 227            TA          Y        224         114             0          0
## 232            TA          Y          0         146           202          0
## NA.42        <NA>       <NA>         NA          NA            NA         NA
## NA.43        <NA>       <NA>         NA          NA            NA         NA
## 239            TA          Y        168         228             0          0
## NA.44        <NA>       <NA>         NA          NA            NA         NA
## 246            TA          Y        197          39             0          0
## NA.45        <NA>       <NA>         NA          NA            NA         NA
## 254            TA          Y        333           0             0          0
## 259            TA          Y          0          96             0        245
## 261            TA          Y          0           0           252          0
## 263            TA          Y        292          12             0          0
## NA.46        <NA>       <NA>         NA          NA            NA         NA
## 271            TA          Y        192          51             0          0
## 273            TA          Y        132          57             0          0
## 274            TA          Y        289           0             0          0
## 277            TA          Y        100         150             0          0
## 278            TA          Y          0           0             0          0
## 279            TA          Y        124          98             0          0
## 280            TA          Y        288         117             0          0
## 281            TA          Y          0          84             0        196
## NA.47        <NA>       <NA>         NA          NA            NA         NA
## NA.48        <NA>       <NA>         NA          NA            NA         NA
## 291            TA          Y          0          51             0          0
## NA.49        <NA>       <NA>         NA          NA            NA         NA
## 295            TA          Y        110           0             0          0
## 299            TA          Y        224           0             0          0
## 300            TA          Y          0          36             0          0
## 301            TA          Y          0           0             0          0
## 303            TA          Y        468          81             0          0
## 305            TA          Y        302           0             0          0
## 306            TA          Y        168           0             0          0
## 307            TA          Y        127          44           224          0
## NA.50        <NA>       <NA>         NA          NA            NA         NA
## NA.51        <NA>       <NA>         NA          NA            NA         NA
## 310            TA          Y        208         175             0          0
## NA.52        <NA>       <NA>         NA          NA            NA         NA
## 314            TA          Y          0           0             0          0
## 317            TA          Y        288         195             0          0
## 319            TA          Y        340          60           144          0
## NA.53        <NA>       <NA>         NA          NA            NA         NA
## 321            TA          Y        240         154             0          0
## 322            TA          Y        184         154             0          0
## 323            TA          Y        201          96             0          0
## 325            TA          Y        240           0             0          0
## 328            TA          Y          0          45             0          0
## NA.54        <NA>       <NA>         NA          NA            NA         NA
## NA.55        <NA>       <NA>         NA          NA            NA         NA
## 333            TA          Y          0           0             0          0
## NA.56        <NA>       <NA>         NA          NA            NA         NA
## 337            TA          Y        178          51             0          0
## 339            TA          Y        108          45             0          0
## 341            TA          Y        135           0             0          0
## NA.57        <NA>       <NA>         NA          NA            NA         NA
## NA.58        <NA>       <NA>         NA          NA            NA         NA
## NA.59        <NA>       <NA>         NA          NA            NA         NA
## NA.60        <NA>       <NA>         NA          NA            NA         NA
## 356            TA          Y          0          26             0          0
## NA.61        <NA>       <NA>         NA          NA            NA         NA
## 359            TA          Y        168           0           294          0
## NA.62        <NA>       <NA>         NA          NA            NA         NA
## NA.63        <NA>       <NA>         NA          NA            NA         NA
## NA.64        <NA>       <NA>         NA          NA            NA         NA
## NA.65        <NA>       <NA>         NA          NA            NA         NA
## 368            TA          Y         64         110             0          0
## NA.66        <NA>       <NA>         NA          NA            NA         NA
## NA.67        <NA>       <NA>         NA          NA            NA         NA
## 372            TA          N          0          59             0          0
## NA.68        <NA>       <NA>         NA          NA            NA         NA
## 378            TA          Y        159         214             0          0
## 379            TA          Y        113           0             0          0
## NA.69        <NA>       <NA>         NA          NA            NA         NA
## 389            TA          Y        120          25             0          0
## 390            TA          Y        196         134             0          0
## NA.70        <NA>       <NA>         NA          NA            NA         NA
## NA.71        <NA>       <NA>         NA          NA            NA         NA
## 404            TA          Y        144         123             0          0
## NA.72        <NA>       <NA>         NA          NA            NA         NA
## NA.73        <NA>       <NA>         NA          NA            NA         NA
## 409            TA          Y        192          62             0          0
## 410            TA          Y          0         102             0          0
## 412            TA          Y        264           0             0          0
## NA.74        <NA>       <NA>         NA          NA            NA         NA
## 418            TA          N          0           0             0          0
## NA.75        <NA>       <NA>         NA          NA            NA         NA
## 423            TA          N          0           0             0          0
## 424            TA          Y          0          66             0          0
## NA.76        <NA>       <NA>         NA          NA            NA         NA
## 430            TA          Y          0           0           169          0
## 434            TA          Y          0          36             0          0
## 441            TA          Y          0          72             0          0
## 442          <NA>          Y          0           0             0          0
## 447            TA          Y          0           0             0          0
## NA.77        <NA>       <NA>         NA          NA            NA         NA
## NA.78        <NA>       <NA>         NA          NA            NA         NA
## 456            TA          Y          0           0             0          0
## NA.79        <NA>       <NA>         NA          NA            NA         NA
## NA.80        <NA>       <NA>         NA          NA            NA         NA
## NA.81        <NA>       <NA>         NA          NA            NA         NA
## NA.82        <NA>       <NA>         NA          NA            NA         NA
## 467            TA          Y          0           0             0          0
## 469            TA          Y          0          44             0          0
## NA.83        <NA>       <NA>         NA          NA            NA         NA
## 472            TA          Y          0           0             0          0
## 474            TA          Y        250          63             0          0
## 476            TA          Y          0          24             0          0
## 478            TA          Y        414          84             0          0
## 481            TA          Y        519         112             0          0
## NA.84        <NA>       <NA>         NA          NA            NA         NA
## 486            TA          Y          0          80           120          0
## NA.85        <NA>       <NA>         NA          NA            NA         NA
## 493            TA          Y          0           0             0          0
## NA.86        <NA>       <NA>         NA          NA            NA         NA
## 504            TA          Y          0          54             0          0
## 507            TA          Y        182          81             0          0
## 510            TA          Y        224          88             0          0
## 516            TA          Y        156          54             0          0
## NA.87        <NA>       <NA>         NA          NA            NA         NA
## NA.88        <NA>       <NA>         NA          NA            NA         NA
## 522            TA          Y          0          40             0          0
## 524            TA          Y        208         406             0          0
## 525            TA          Y        239          60             0          0
## NA.89        <NA>       <NA>         NA          NA            NA         NA
## 531            TA          Y        224           0             0          0
## NA.90        <NA>       <NA>         NA          NA            NA         NA
## NA.91        <NA>       <NA>         NA          NA            NA         NA
## NA.92        <NA>       <NA>         NA          NA            NA         NA
## 541            TA          Y        270          68             0          0
## NA.93        <NA>       <NA>         NA          NA            NA         NA
## NA.94        <NA>       <NA>         NA          NA            NA         NA
## 553            TA          Y        169          39             0          0
## 555            TA          Y        320          62             0          0
## NA.95        <NA>       <NA>         NA          NA            NA         NA
## NA.96        <NA>       <NA>         NA          NA            NA         NA
## NA.97        <NA>       <NA>         NA          NA            NA         NA
## NA.98        <NA>       <NA>         NA          NA            NA         NA
## 573            TA          Y        208         114             0          0
## 576            TA          Y        158           0           102          0
## 578            TA          Y        160          68           240          0
## 580            TA          Y          0           0             0          0
## NA.99        <NA>       <NA>         NA          NA            NA         NA
## 582            TA          Y          0          90             0          0
## 583          <NA>          Y          0          32             0          0
## 586            TA          Y        326          66             0          0
## 592            TA          Y        382         274             0          0
## NA.100       <NA>       <NA>         NA          NA            NA         NA
## 595            TA          Y          0           0             0          0
## 599            TA          Y          0           0             0          0
## 603            TA          Y        120         150             0          0
## 605            TA          Y        192          36             0          0
## 606            TA          Y          0          42             0          0
## 607            TA          Y        168           0             0          0
## NA.101       <NA>       <NA>         NA          NA            NA         NA
## NA.102       <NA>       <NA>         NA          NA            NA         NA
## NA.103       <NA>       <NA>         NA          NA            NA         NA
## 616            TA          Y        120           0             0          0
## NA.104       <NA>       <NA>         NA          NA            NA         NA
## 619            TA          Y          0         108             0          0
## 620            TA          Y        168           0             0          0
## 622            TA          Y         38         243             0          0
## NA.105       <NA>       <NA>         NA          NA            NA         NA
## 625            TA          Y        148           0             0          0
## 626            TA          Y          0           0             0          0
## NA.106       <NA>       <NA>         NA          NA            NA         NA
## 628            TA          Y          0           0           189          0
## 630            TA          Y        176           0             0          0
## 633            TA          Y        192           0             0          0
## 634            TA          Y        390           0             0          0
## NA.107       <NA>       <NA>         NA          NA            NA         NA
## 644            TA          Y        208           0             0          0
## 645            TA          Y        195         130             0          0
## NA.108       <NA>       <NA>         NA          NA            NA         NA
## 648            TA          Y          0           0             0          0
## 655            TA          Y        236          46             0          0
## NA.109       <NA>       <NA>         NA          NA            NA         NA
## 663            TA          Y          0           0           240          0
## 664            TA          Y          0           0           180          0
## 666            TA          Y        188         124             0          0
## NA.110       <NA>       <NA>         NA          NA            NA         NA
## NA.111       <NA>       <NA>         NA          NA            NA         NA
## 670            Fa          Y          0           0            67          0
## NA.112       <NA>       <NA>         NA          NA            NA         NA
## 674            TA          Y          0          87             0          0
## 675            TA          Y        426           0             0          0
## 679            TA          Y        322          82             0          0
## NA.113       <NA>       <NA>         NA          NA            NA         NA
## NA.114       <NA>       <NA>         NA          NA            NA         NA
## 684            TA          Y        257          45             0          0
## NA.115       <NA>       <NA>         NA          NA            NA         NA
## 687            TA          Y        144         105             0          0
## NA.116       <NA>       <NA>         NA          NA            NA         NA
## NA.117       <NA>       <NA>         NA          NA            NA         NA
## 692            TA          Y        382          50             0          0
## 701            TA          Y        270          78             0          0
## 702            TA          Y          0           0             0          0
## 703            TA          Y        324         100             0          0
## NA.118       <NA>       <NA>         NA          NA            NA         NA
## NA.119       <NA>       <NA>         NA          NA            NA         NA
## NA.120       <NA>       <NA>         NA          NA            NA         NA
## 718            TA          Y        224           0             0          0
## 719            TA          Y        250         154           216          0
## NA.121       <NA>       <NA>         NA          NA            NA         NA
## NA.122       <NA>       <NA>         NA          NA            NA         NA
## 725            TA          Y        327          64             0          0
## NA.123       <NA>       <NA>         NA          NA            NA         NA
## 729            TA          Y          0          25             0          0
## 734            TA          Y        165           0             0          0
## NA.124       <NA>       <NA>         NA          NA            NA         NA
## NA.125       <NA>       <NA>         NA          NA            NA         NA
## NA.126       <NA>       <NA>         NA          NA            NA         NA
## NA.127       <NA>       <NA>         NA          NA            NA         NA
## 754            TA          Y        192          52             0          0
## NA.128       <NA>       <NA>         NA          NA            NA         NA
## 764            TA          Y          0         128             0          0
## 767            TA          Y        228          66           156          0
## NA.129       <NA>       <NA>         NA          NA            NA         NA
## 773            TA          Y        144           0             0          0
## 775            TA          Y        315          45             0          0
## 777            TA          Y        144          59             0          0
## 778            TA          Y        241           0             0          0
## NA.130       <NA>       <NA>         NA          NA            NA         NA
## NA.131       <NA>       <NA>         NA          NA            NA         NA
## NA.132       <NA>       <NA>         NA          NA            NA         NA
## NA.133       <NA>       <NA>         NA          NA            NA         NA
## 793            TA          Y        180         130             0          0
## NA.134       <NA>       <NA>         NA          NA            NA         NA
## 799            TA          Y        144          78             0          0
## 804            TA          Y         52         170             0          0
## 806            TA          Y          0          60             0          0
## 808            TA          Y          0         312             0          0
## 809            TA          Y          0           0             0          0
## 810            Po          N         40         156             0          0
## NA.135       <NA>       <NA>         NA          NA            NA         NA
## NA.136       <NA>       <NA>         NA          NA            NA         NA
## NA.137       <NA>       <NA>         NA          NA            NA         NA
## 819            TA          Y          0           0             0          0
## NA.138       <NA>       <NA>         NA          NA            NA         NA
## 825            TA          Y          0         140             0          0
## 826            TA          Y        188          45             0          0
## NA.139       <NA>       <NA>         NA          NA            NA         NA
## 831            TA          Y          0           0             0          0
## 834            TA          Y          0           0             0          0
## 837            TA          Y          0         116           230          0
## NA.140       <NA>       <NA>         NA          NA            NA         NA
## 843            Gd          Y          0         129             0          0
## 844          <NA>          Y          0           0             0          0
## 845            TA          Y        418           0           194          0
## NA.141       <NA>       <NA>         NA          NA            NA         NA
## 850            TA          Y        113         100             0          0
## NA.142       <NA>       <NA>         NA          NA            NA         NA
## NA.143       <NA>       <NA>         NA          NA            NA         NA
## 855            TA          Y          0         418             0          0
## NA.144       <NA>       <NA>         NA          NA            NA         NA
## NA.145       <NA>       <NA>         NA          NA            NA         NA
## 859            TA          Y          0           0             0          0
## NA.146       <NA>       <NA>         NA          NA            NA         NA
## 863            TA          Y          0           0             0          0
## NA.147       <NA>       <NA>         NA          NA            NA         NA
## 868            TA          Y        168           0             0          0
## NA.148       <NA>       <NA>         NA          NA            NA         NA
## 870            TA          Y        156          90             0          0
## 877            TA          Y          0           0             0          0
## 879            TA          Y        192           0             0          0
## NA.149       <NA>       <NA>         NA          NA            NA         NA
## NA.150       <NA>       <NA>         NA          NA            NA         NA
## 889            TA          Y         81         207             0          0
## 890            TA          Y          0           0             0        162
## NA.151       <NA>       <NA>         NA          NA            NA         NA
## 899            TA          Y          0          67             0          0
## NA.152       <NA>       <NA>         NA          NA            NA         NA
## NA.153       <NA>       <NA>         NA          NA            NA         NA
## 906            TA          Y          0           0           164          0
## 907            TA          Y          0          60             0          0
## 908            TA          Y          0           0             0          0
## NA.154       <NA>       <NA>         NA          NA            NA         NA
## 910            TA          Y         36          24             0          0
## 911            TA          Y          0           0             0          0
## NA.155       <NA>       <NA>         NA          NA            NA         NA
## 914            TA          Y          0           0             0          0
## NA.156       <NA>       <NA>         NA          NA            NA         NA
## 919            TA          Y         72         192           224          0
## 920            TA          Y          0          51             0          0
## NA.157       <NA>       <NA>         NA          NA            NA         NA
## 927            TA          Y        104         100             0          0
## NA.158       <NA>       <NA>         NA          NA            NA         NA
## NA.159       <NA>       <NA>         NA          NA            NA         NA
## NA.160       <NA>       <NA>         NA          NA            NA         NA
## 933            TA          Y          0         191             0          0
## 935            TA          Y          0           0             0          0
## NA.161       <NA>       <NA>         NA          NA            NA         NA
## NA.162       <NA>       <NA>         NA          NA            NA         NA
## 944            TA          P          0           0             0          0
## NA.163       <NA>       <NA>         NA          NA            NA         NA
## 946            TA          Y         48           0           244          0
## 948            TA          Y          0         252             0          0
## NA.164       <NA>       <NA>         NA          NA            NA         NA
## 956            TA          Y          0           0             0          0
## NA.165       <NA>       <NA>         NA          NA            NA         NA
## 964            TA          Y        288         136             0          0
## 965            TA          Y          0          40             0          0
## 967            TA          Y          0          70             0          0
## NA.166       <NA>       <NA>         NA          NA            NA         NA
## 974            TA          Y          0         120             0          0
## NA.167       <NA>       <NA>         NA          NA            NA         NA
## 980            TA          Y          0          80             0          0
## NA.168       <NA>       <NA>         NA          NA            NA         NA
## 982            TA          Y        250           0             0          0
## NA.169       <NA>       <NA>         NA          NA            NA         NA
## 988            TA          Y        168          95             0          0
## NA.170       <NA>       <NA>         NA          NA            NA         NA
## 991            TA          Y          0          70             0          0
## 992            TA          P          0         169             0          0
## 993            TA          Y        239          42             0          0
## 995            TA          Y        216          48             0          0
## NA.171       <NA>       <NA>         NA          NA            NA         NA
## NA.172       <NA>       <NA>         NA          NA            NA         NA
## NA.173       <NA>       <NA>         NA          NA            NA         NA
## NA.174       <NA>       <NA>         NA          NA            NA         NA
## 1011           TA          Y          0           0           108          0
## NA.175       <NA>       <NA>         NA          NA            NA         NA
## NA.176       <NA>       <NA>         NA          NA            NA         NA
## NA.177       <NA>       <NA>         NA          NA            NA         NA
## NA.178       <NA>       <NA>         NA          NA            NA         NA
## 1032           TA          Y        136          63             0          0
## NA.179       <NA>       <NA>         NA          NA            NA         NA
## NA.180       <NA>       <NA>         NA          NA            NA         NA
## NA.181       <NA>       <NA>         NA          NA            NA         NA
## 1037           TA          Y        228           0             0          0
## NA.182       <NA>       <NA>         NA          NA            NA         NA
## 1041           TA          Y          0           0             0          0
## NA.183       <NA>       <NA>         NA          NA            NA         NA
## 1044           TA          Y        192         121             0          0
## 1045           TA          Y        474         120             0          0
## NA.184       <NA>       <NA>         NA          NA            NA         NA
## 1047           TA          Y        214         108             0          0
## 1049           TA          Y          0           0             0          0
## 1052           TA          Y          0          20             0          0
## 1053           TA          Y          0          52             0          0
## 1055           TA          Y        199          60             0          0
## 1056           TA          Y          0           0             0          0
## NA.185       <NA>       <NA>         NA          NA            NA         NA
## 1059           TA          Y          0         102             0          0
## NA.186       <NA>       <NA>         NA          NA            NA         NA
## 1062           TA          Y          0          20             0          0
## 1063           TA          Y          0          57             0          0
## NA.187       <NA>       <NA>         NA          NA            NA         NA
## 1066           TA          Y        296          44             0          0
## 1068           TA          Y        328         128             0          0
## NA.188       <NA>       <NA>         NA          NA            NA         NA
## 1081           TA          Y         55           0             0        216
## 1084           TA          Y          0         116             0          0
## NA.189       <NA>       <NA>         NA          NA            NA         NA
## NA.190       <NA>       <NA>         NA          NA            NA         NA
## 1088           TA          Y        160          50             0          0
## NA.191       <NA>       <NA>         NA          NA            NA         NA
## 1100           TA          Y          0           0             0          0
## 1106           TA          Y        186          32             0          0
## 1107           TA          Y          0         244             0          0
## 1108           TA          Y          0         100             0          0
## NA.192       <NA>       <NA>         NA          NA            NA         NA
## 1110           TA          Y        125         185             0          0
## NA.193       <NA>       <NA>         NA          NA            NA         NA
## 1112           TA          Y          0          69             0          0
## 1115           TA          Y          0           0             0          0
## 1116           TA          Y          0           0             0          0
## NA.194       <NA>       <NA>         NA          NA            NA         NA
## 1119           TA          Y        280          34             0          0
## 1122           TA          Y        144          20             0          0
## NA.195       <NA>       <NA>         NA          NA            NA         NA
## NA.196       <NA>       <NA>         NA          NA            NA         NA
## 1128           TA          Y        144          36             0          0
## 1133           TA          N          0          48             0          0
## 1134           TA          Y          0         155             0          0
## 1137           TA          Y          0           0            96          0
## NA.197       <NA>       <NA>         NA          NA            NA         NA
## 1140           TA          Y          0           0           216          0
## NA.198       <NA>       <NA>         NA          NA            NA         NA
## NA.199       <NA>       <NA>         NA          NA            NA         NA
## NA.200       <NA>       <NA>         NA          NA            NA         NA
## NA.201       <NA>       <NA>         NA          NA            NA         NA
## 1152           TA          Y          0         140             0          0
## 1153           TA          Y          0           0           280          0
## NA.202       <NA>       <NA>         NA          NA            NA         NA
## NA.203       <NA>       <NA>         NA          NA            NA         NA
## 1156           TA          Y          0          21             0          0
## 1157           TA          Y          0          92             0         96
## 1159           TA          Y          0          24             0          0
## NA.204       <NA>       <NA>         NA          NA            NA         NA
## 1163           TA          Y          0           0             0          0
## NA.205       <NA>       <NA>         NA          NA            NA         NA
## 1169           TA          Y          0           0             0          0
## 1170           TA          Y        361          76             0          0
## 1174         <NA>          Y        122           0             0          0
## 1175           TA          Y          0           0             0          0
## 1176           TA          Y          0          33             0          0
## NA.206       <NA>       <NA>         NA          NA            NA         NA
## NA.207       <NA>       <NA>         NA          NA            NA         NA
## 1183           TA          Y        171          78             0          0
## 1187           Fa          Y          0          74             0          0
## 1188           TA          Y          0         114           192          0
## NA.208       <NA>       <NA>         NA          NA            NA         NA
## NA.209       <NA>       <NA>         NA          NA            NA         NA
## 1195           TA          Y        379          36             0          0
## 1202           TA          Y        198          36             0          0
## 1206           TA          Y         84          70             0          0
## NA.210       <NA>       <NA>         NA          NA            NA         NA
## 1210           TA          Y        322          50             0          0
## 1212           TA          Y        325          12             0          0
## NA.211       <NA>       <NA>         NA          NA            NA         NA
## 1216           TA          Y          0           0             0          0
## 1224           TA          Y          0          30             0          0
## 1227           TA          Y        100          18             0          0
## NA.212       <NA>       <NA>         NA          NA            NA         NA
## NA.213       <NA>       <NA>         NA          NA            NA         NA
## 1236           Fa          N        203          40             0          0
## 1242           TA          Y          0          56             0          0
## 1243           TA          Y          0         120             0          0
## 1244           TA          Y        216         229             0          0
## NA.214       <NA>       <NA>         NA          NA            NA         NA
## NA.215       <NA>       <NA>         NA          NA            NA         NA
## 1251           TA          Y          0           0             0          0
## NA.216       <NA>       <NA>         NA          NA            NA         NA
## NA.217       <NA>       <NA>         NA          NA            NA         NA
## 1257           TA          Y        262          36             0          0
## NA.218       <NA>       <NA>         NA          NA            NA         NA
## 1262           TA          Y          0           0             0          0
## NA.219       <NA>       <NA>         NA          NA            NA         NA
## 1268           TA          Y        144          76             0          0
## NA.220       <NA>       <NA>         NA          NA            NA         NA
## NA.221       <NA>       <NA>         NA          NA            NA         NA
## NA.222       <NA>       <NA>         NA          NA            NA         NA
## NA.223       <NA>       <NA>         NA          NA            NA         NA
## 1274           TA          Y          0           0             0          0
## 1276           Fa          Y          0           0             0          0
## NA.224       <NA>       <NA>         NA          NA            NA         NA
## NA.225       <NA>       <NA>         NA          NA            NA         NA
## 1284         <NA>          Y        128           0             0          0
## NA.226       <NA>       <NA>         NA          NA            NA         NA
## NA.227       <NA>       <NA>         NA          NA            NA         NA
## 1290           TA          Y        177          74             0          0
## NA.228       <NA>       <NA>         NA          NA            NA         NA
## 1297           TA          Y        192          20           123          0
## 1299           TA          Y        214         292             0          0
## NA.229       <NA>       <NA>         NA          NA            NA         NA
## NA.230       <NA>       <NA>         NA          NA            NA         NA
## 1303           TA          Y        309          78             0          0
## 1306           TA          Y        404         102             0          0
## 1309           TA          Y          0          36             0          0
## NA.231       <NA>       <NA>         NA          NA            NA         NA
## 1311           TA          Y          0         207           162          0
## NA.232       <NA>       <NA>         NA          NA            NA         NA
## 1314           TA          Y        668          30             0          0
## 1316           TA          Y        280           0             0          0
## NA.233       <NA>       <NA>         NA          NA            NA         NA
## NA.234       <NA>       <NA>         NA          NA            NA         NA
## 1323           TA          Y        240          39             0          0
## 1331           TA          Y        144          45             0          0
## 1336           TA          Y          0          16             0          0
## 1337           TA          Y          0         211             0          0
## 1338         <NA>          N          0          20             0          0
## 1339           TA          Y        146          91             0          0
## 1340           TA          Y          0           0             0          0
## NA.235       <NA>       <NA>         NA          NA            NA         NA
## 1345           TA          Y          0           0             0          0
## NA.236       <NA>       <NA>         NA          NA            NA         NA
## 1348           TA          Y          0           0             0          0
## NA.237       <NA>       <NA>         NA          NA            NA         NA
## 1351           TA          Y          0           0             0          0
## NA.238       <NA>       <NA>         NA          NA            NA         NA
## 1356           TA          Y          0          98             0          0
## NA.239       <NA>       <NA>         NA          NA            NA         NA
## NA.240       <NA>       <NA>         NA          NA            NA         NA
## NA.241       <NA>       <NA>         NA          NA            NA         NA
## 1360           TA          Y        194          45             0          0
## 1362           TA          Y        168          36             0          0
## NA.242       <NA>       <NA>         NA          NA            NA         NA
## NA.243       <NA>       <NA>         NA          NA            NA         NA
## NA.244       <NA>       <NA>         NA          NA            NA         NA
## 1371           TA          Y          0           0           198          0
## 1372           TA          Y          0          28             0          0
## NA.245       <NA>       <NA>         NA          NA            NA         NA
## 1375           TA          Y        154         210             0          0
## 1376           TA          Y        100          36             0          0
## NA.246       <NA>       <NA>         NA          NA            NA         NA
## NA.247       <NA>       <NA>         NA          NA            NA         NA
## 1387           TA          Y          0         112             0          0
## 1396           TA          Y        144          39             0          0
## NA.248       <NA>       <NA>         NA          NA            NA         NA
## NA.249       <NA>       <NA>         NA          NA            NA         NA
## 1412           TA          Y          0           0             0          0
## 1414           TA          Y        165          44             0          0
## NA.250       <NA>       <NA>         NA          NA            NA         NA
## NA.251       <NA>       <NA>         NA          NA            NA         NA
## 1421           TA          Y          0         169             0          0
## NA.252       <NA>       <NA>         NA          NA            NA         NA
## NA.253       <NA>       <NA>         NA          NA            NA         NA
## 1426           TA          Y          0          39             0          0
## 1427           TA          Y        171         132             0          0
## NA.254       <NA>       <NA>         NA          NA            NA         NA
## NA.255       <NA>       <NA>         NA          NA            NA         NA
## 1434           TA          Y          0           0             0          0
## 1435           TA          P        295          41             0          0
## 1436           TA          Y          0          36             0          0
## 1438           TA          Y          0          66             0        304
## 1439           TA          Y          0         158           158          0
## 1440           TA          Y          0          88           216          0
## NA.256       <NA>       <NA>         NA          NA            NA         NA
## 1443           TA          Y        168          52             0          0
## NA.257       <NA>       <NA>         NA          NA            NA         NA
## NA.258       <NA>       <NA>         NA          NA            NA         NA
## 1448           TA          Y          0          65             0          0
## 1454         <NA>          Y         36          56             0          0
## 1457           TA          Y        349           0             0          0
##        ScreenPorch PoolArea PoolQC Fence MiscFeature MiscVal MoSold YrSold
## 2                0        0   <NA>  <NA>        <NA>       0      5   2007
## 5                0        0   <NA>  <NA>        <NA>       0     12   2008
## 6                0        0   <NA> MnPrv        Shed     700     10   2009
## NA              NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 12               0        0   <NA>  <NA>        <NA>       0      7   2006
## NA.1            NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 14               0        0   <NA>  <NA>        <NA>       0      8   2007
## NA.2            NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.3            NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 21               0        0   <NA>  <NA>        <NA>       0     11   2006
## NA.4            NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 26               0        0   <NA>  <NA>        <NA>       0      7   2009
## 28               0        0   <NA>  <NA>        <NA>       0      5   2010
## NA.5            NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 33               0        0   <NA>  <NA>        <NA>       0      1   2008
## 36               0        0   <NA>  <NA>        <NA>       0      9   2006
## 37               0        0   <NA>  <NA>        <NA>       0      6   2009
## 41               0        0   <NA>  GdWo        <NA>       0     12   2006
## 42               0        0   <NA>  <NA>        <NA>       0      7   2007
## NA.6            NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.7            NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 48               0        0   <NA>  <NA>        <NA>       0      7   2007
## NA.8            NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 53               0        0   <NA>  <NA>        <NA>       0      5   2010
## 56               0        0   <NA>  <NA>        <NA>       0      7   2008
## 58               0        0   <NA>  <NA>        <NA>       0      8   2006
## NA.9            NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.10           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 70               0        0   <NA>  <NA>        <NA>       0      7   2006
## 71               0        0   <NA>  <NA>        <NA>       0      2   2007
## 74               0        0   <NA>  GdWo        <NA>       0      5   2010
## NA.11           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 81             252        0   <NA>  <NA>        <NA>       0      6   2009
## 84               0        0   <NA>  <NA>        <NA>       0      7   2007
## NA.12           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 86               0        0   <NA>  <NA>        <NA>       0      4   2006
## 87               0        0   <NA>  <NA>        <NA>       0      3   2009
## 89               0        0   <NA> MnPrv        <NA>       0     10   2009
## 92               0        0   <NA>  GdWo        <NA>       0     12   2006
## 93               0        0   <NA>  <NA>        <NA>       0      8   2009
## NA.13           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 99               0        0   <NA>  <NA>        Shed     400      5   2010
## NA.14           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 104              0        0   <NA>  <NA>        <NA>       0      5   2010
## NA.15           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 109              0        0   <NA>  <NA>        <NA>       0      8   2007
## 110              0        0   <NA> MnPrv        <NA>       0      1   2010
## NA.16           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.17           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.18           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 119              0        0   <NA>  <NA>        <NA>       0      5   2010
## NA.19           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.20           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 131              0        0   <NA> GdPrv        <NA>       0      5   2006
## NA.21           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.22           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 136              0        0   <NA> MnPrv        <NA>       0      5   2008
## NA.23           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 138              0        0   <NA>  <NA>        <NA>       0      7   2006
## NA.24           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.25           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 151              0        0   <NA> MnPrv        <NA>       0      1   2007
## 152              0        0   <NA>  <NA>        <NA>       0      1   2008
## NA.26           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.27           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 155              0        0   <NA>  <NA>        <NA>       0      3   2006
## 158              0        0   <NA>  <NA>        <NA>       0      5   2010
## 159              0        0   <NA>  GdWo        <NA>       0      5   2010
## 160              0        0   <NA>  <NA>        <NA>       0      3   2006
## NA.28           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 162              0        0   <NA>  <NA>        <NA>       0      3   2008
## 163              0        0   <NA>  <NA>        <NA>       0      5   2010
## NA.29           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 168              0        0   <NA>  <NA>        <NA>       0     11   2007
## NA.30           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.31           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 172              0        0   <NA>  <NA>        <NA>       0      5   2010
## 174              0        0   <NA>  <NA>        <NA>       0      6   2008
## 176              0        0   <NA> MnPrv        <NA>       0      6   2007
## 177            192        0   <NA>  <NA>        <NA>       0      9   2007
## NA.32           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.33           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 185              0        0   <NA> MnPrv        <NA>       0      6   2006
## 186            410        0   <NA> GdPrv        <NA>       0      6   2006
## NA.34           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.35           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 198              0      512     Ex GdPrv        <NA>       0      3   2006
## 199              0        0   <NA> MnPrv        <NA>       0      7   2009
## 201              0        0   <NA>  <NA>        <NA>       0      3   2010
## NA.36           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 206              0        0   <NA>  <NA>        <NA>       0      5   2009
## NA.37           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.38           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 212              0        0   <NA>  <NA>        <NA>       0      3   2010
## NA.39           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.40           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.41           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 223              0        0   <NA> MnPrv        <NA>       0      2   2006
## 225              0        0   <NA>  <NA>        <NA>       0      6   2009
## 227              0        0   <NA>  <NA>        <NA>       0      6   2007
## 232              0        0   <NA>  <NA>        <NA>       0      7   2009
## NA.42           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.43           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 239              0        0   <NA>  <NA>        <NA>       0     12   2007
## NA.44           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 246              0        0   <NA>  <NA>        <NA>       0      6   2006
## NA.45           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 254              0        0   <NA> MnPrv        <NA>       0     10   2007
## 259              0        0   <NA>  <NA>        <NA>       0      5   2008
## 261              0        0   <NA>  GdWo        <NA>       0      5   2009
## 263              0        0   <NA>  GdWo        <NA>       0      7   2006
## NA.46           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 271              0        0   <NA>  <NA>        <NA>       0      8   2006
## 273              0        0   <NA>  <NA>        <NA>       0      4   2010
## 274              0        0   <NA> MnPrv        <NA>       0      4   2009
## 277              0        0   <NA>  <NA>        <NA>       0      4   2010
## 278              0        0   <NA>  <NA>        <NA>       0      6   2010
## 279            142        0   <NA>  <NA>        <NA>       0      5   2007
## 280              0        0   <NA>  <NA>        <NA>       0      3   2008
## 281              0        0   <NA>  <NA>        <NA>       0      1   2007
## NA.47           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.48           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 291              0        0   <NA>  <NA>        <NA>       0      7   2006
## NA.49           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 295              0        0   <NA>  <NA>        <NA>       0     10   2009
## 299              0        0   <NA>  <NA>        <NA>       0      6   2007
## 300              0        0   <NA> GdPrv        <NA>       0      8   2009
## 301              0        0   <NA>  <NA>        <NA>       0      6   2006
## 303              0        0   <NA>  <NA>        <NA>       0      1   2006
## 305              0        0   <NA>  <NA>        <NA>       0      5   2008
## 306              0        0   <NA>  <NA>        <NA>       0      7   2007
## 307              0        0   <NA>  <NA>        <NA>       0      6   2007
## NA.50           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.51           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 310              0        0   <NA>  <NA>        <NA>       0     11   2006
## NA.52           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 314              0        0   <NA>  <NA>        <NA>       0      6   2009
## 317              0        0   <NA> GdPrv        <NA>       0      8   2009
## 319              0        0   <NA>  <NA>        <NA>       0      4   2009
## NA.53           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 321              0        0   <NA>  <NA>        <NA>       0      9   2006
## 322              0        0   <NA>  <NA>        <NA>       0      6   2007
## 323              0        0   <NA> MnPrv        <NA>       0      8   2007
## 325              0        0   <NA>  <NA>        <NA>       0      6   2010
## 328              0        0   <NA>  <NA>        <NA>       0      4   2006
## NA.54           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.55           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 333              0        0   <NA>  <NA>        <NA>       0     10   2009
## NA.56           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 337              0        0   <NA>  <NA>        <NA>       0      7   2007
## 339              0        0   <NA>  <NA>        Shed     400      5   2006
## 341              0        0   <NA>  <NA>        <NA>       0      4   2010
## NA.57           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.58           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.59           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.60           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 356              0        0   <NA>  <NA>        <NA>       0      8   2007
## NA.61           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 359              0        0   <NA>  <NA>        <NA>       0      7   2006
## NA.62           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.63           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.64           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.65           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 368              0        0   <NA>  <NA>        <NA>       0     12   2008
## NA.66           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.67           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 372              0        0   <NA>  <NA>        <NA>       0      7   2008
## NA.68           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 378              0        0   <NA>  <NA>        <NA>       0     12   2007
## 379              0        0   <NA>  <NA>        <NA>       0      6   2010
## NA.69           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 389              0        0   <NA>  <NA>        <NA>       0      7   2008
## 390              0        0   <NA>  <NA>        <NA>       0      8   2008
## NA.70           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.71           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 404              0        0   <NA>  <NA>        <NA>       0      7   2006
## NA.72           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.73           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 409              0        0   <NA>  <NA>        <NA>       0      8   2007
## 410              0        0   <NA>  <NA>        <NA>       0      4   2008
## 412              0        0   <NA>  <NA>        <NA>       0      1   2006
## NA.74           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 418              0        0   <NA>  <NA>        <NA>       0     11   2007
## NA.75           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 423              0        0   <NA>  <NA>        <NA>       0      2   2008
## 424              0        0   <NA>  <NA>        <NA>       0      6   2008
## NA.76           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 430              0        0   <NA>  <NA>        <NA>       0      3   2009
## 434              0        0   <NA>  <NA>        <NA>       0      7   2008
## 441            170        0   <NA>  <NA>        <NA>       0      4   2009
## 442              0        0   <NA>  <NA>        <NA>       0      9   2008
## 447              0        0   <NA>  <NA>        <NA>       0      6   2010
## NA.77           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.78           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 456              0        0   <NA>  <NA>        <NA>       0      9   2007
## NA.79           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.80           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.81           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.82           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 467            176        0   <NA>  GdWo        <NA>       0      4   2007
## 469              0        0   <NA>  <NA>        <NA>       0      5   2007
## NA.83           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 472            276        0   <NA>  <NA>        <NA>       0     11   2007
## 474              0        0   <NA>  <NA>        <NA>       0      7   2007
## 476            192        0   <NA>  <NA>        <NA>       0      7   2007
## 478              0        0   <NA>  <NA>        <NA>       0      3   2007
## 481              0        0   <NA>  <NA>        <NA>       0      3   2006
## NA.84           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 486              0        0   <NA>  <NA>        <NA>       0      7   2009
## NA.85           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 493              0        0   <NA>  <NA>        <NA>       0      5   2006
## NA.86           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 504            161        0   <NA>  GdWo        <NA>       0      3   2010
## 507              0        0   <NA>  <NA>        <NA>       0      9   2006
## 510              0        0   <NA> MnPrv        <NA>       0      7   2009
## 516              0        0   <NA>  <NA>        <NA>       0      9   2009
## NA.87           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.88           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 522              0        0   <NA>  <NA>        <NA>       0      5   2007
## 524              0        0   <NA>  <NA>        <NA>       0     10   2007
## 525              0        0   <NA>  <NA>        <NA>       0      8   2007
## NA.89           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 531              0        0   <NA>  <NA>        <NA>       0      8   2008
## NA.90           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.91           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.92           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 541              0        0   <NA>  <NA>        <NA>       0      3   2009
## NA.93           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.94           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 553              0        0   <NA>  <NA>        <NA>       0      7   2009
## 555              0        0   <NA>  <NA>        <NA>       0      8   2008
## NA.95           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.96           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.97           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.98           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 573              0        0   <NA>  <NA>        <NA>       0      7   2009
## 576              0        0   <NA>  <NA>        <NA>       0     10   2008
## 578              0        0   <NA>  <NA>        <NA>       0      5   2006
## 580              0        0   <NA>  <NA>        <NA>       0     11   2008
## NA.99           NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 582              0        0   <NA>  <NA>        <NA>       0      8   2009
## 583              0        0   <NA>  <NA>        <NA>       0      5   2007
## 586              0        0   <NA>  <NA>        <NA>       0      3   2006
## 592              0        0   <NA>  <NA>        <NA>       0      6   2009
## NA.100          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 595              0        0   <NA> MnPrv        <NA>       0      4   2008
## 599              0        0   <NA>  <NA>        <NA>       0      3   2006
## 603              0        0   <NA>  <NA>        <NA>       0      2   2006
## 605              0        0   <NA>  <NA>        <NA>       0      9   2008
## 606            189        0   <NA>  <NA>        <NA>       0     10   2009
## 607              0        0   <NA> GdPrv        <NA>       0     11   2009
## NA.101          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.102          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.103          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 616              0        0   <NA> MnPrv        <NA>       0      5   2010
## NA.104          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 619            260        0   <NA>  <NA>        <NA>       0      7   2007
## 620              0        0   <NA>  <NA>        <NA>       0      8   2008
## 622              0        0   <NA>  <NA>        <NA>       0      6   2008
## NA.105          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 625            147        0   <NA>  <NA>        <NA>       0     11   2006
## 626            385        0   <NA>  <NA>        <NA>       0      2   2010
## NA.106          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 628              0        0   <NA>  <NA>        <NA>       0      3   2010
## 630              0        0   <NA> GdPrv        <NA>       0      6   2008
## 633              0        0   <NA>  <NA>        <NA>       0      4   2009
## 634              0        0   <NA>  <NA>        <NA>       0      7   2007
## NA.107          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 644              0        0   <NA>  GdWo        <NA>       0      4   2007
## 645              0        0   <NA>  <NA>        <NA>       0     10   2009
## NA.108          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 648            287        0   <NA>  <NA>        <NA>       0      6   2008
## 655              0        0   <NA>  <NA>        <NA>       0      8   2008
## NA.109          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 663              0        0   <NA>  <NA>        <NA>       0      7   2009
## 664              0        0   <NA> MnPrv        <NA>       0      4   2008
## 666              0        0   <NA>  <NA>        <NA>       0     11   2006
## NA.110          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.111          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 670              0        0   <NA>  <NA>        <NA>       0      7   2006
## NA.112          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 674            200        0   <NA>  <NA>        <NA>       0      6   2007
## 675              0        0   <NA>  <NA>        <NA>       0      7   2008
## 679              0        0   <NA>  <NA>        <NA>       0      7   2009
## NA.113          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.114          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 684              0        0   <NA>  <NA>        <NA>       0      7   2007
## NA.115          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 687              0        0   <NA>  <NA>        <NA>       0      8   2007
## NA.116          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.117          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 692              0        0   <NA>  <NA>        <NA>       0      1   2007
## 701              0        0   <NA>  <NA>        <NA>       0      5   2006
## 702              0        0   <NA>  <NA>        <NA>       0      7   2006
## 703              0        0   <NA>  <NA>        <NA>       0      7   2006
## NA.118          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.119          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.120          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 718              0        0   <NA> MnPrv        <NA>       0     11   2008
## 719              0        0   <NA>  <NA>        <NA>       0      8   2008
## NA.121          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.122          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 725              0        0   <NA>  <NA>        <NA>       0      2   2009
## NA.123          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 729              0        0   <NA>  <NA>        <NA>       0      7   2009
## 734              0        0   <NA>  GdWo        Shed     400      3   2009
## NA.124          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.125          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.126          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.127          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 754              0        0   <NA>  <NA>        <NA>       0      3   2006
## NA.128          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 764            180        0   <NA>  <NA>        <NA>       0      7   2009
## 767              0        0   <NA> MnPrv        Shed     500      3   2010
## NA.129          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 773              0        0   <NA> MnPrv        <NA>       0      3   2010
## 775              0        0   <NA>  <NA>        <NA>       0      7   2007
## 777              0        0   <NA>  <NA>        <NA>       0      7   2006
## 778              0        0   <NA> MnPrv        <NA>       0      6   2006
## NA.130          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.131          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.132          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.133          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 793              0        0   <NA>  <NA>        <NA>       0      6   2007
## NA.134          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 799              0        0   <NA>  <NA>        <NA>       0      7   2009
## 804            192        0   <NA>  <NA>        <NA>       0      1   2009
## 806              0        0   <NA>  <NA>        <NA>       0      7   2008
## 808              0        0   <NA>  <NA>        <NA>       0      5   2009
## 809              0        0   <NA>  GdWo        <NA>       0      6   2006
## 810              0        0   <NA> MnPrv        <NA>       0     11   2009
## NA.135          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.136          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.137          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 819              0        0   <NA> MnPrv        <NA>       0      6   2010
## NA.138          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 825              0        0   <NA>  <NA>        <NA>       0      6   2006
## 826              0        0   <NA>  <NA>        <NA>       0      6   2008
## NA.139          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 831            192        0   <NA>  <NA>        <NA>       0      6   2008
## 834            152        0   <NA>  <NA>        <NA>       0      2   2009
## 837              0        0   <NA>  GdWo        <NA>       0      6   2007
## NA.140          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 843              0        0   <NA> GdPrv        <NA>       0      5   2008
## 844              0        0   <NA>  <NA>        <NA>       0      7   2007
## 845              0        0   <NA>  <NA>        <NA>       0      6   2008
## NA.141          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 850              0        0   <NA>  <NA>        <NA>       0      8   2007
## NA.142          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.143          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 855            312        0   <NA>  <NA>        <NA>       0      7   2006
## NA.144          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.145          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 859              0        0   <NA> MnPrv        <NA>       0      6   2009
## NA.146          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 863              0        0   <NA> GdPrv        <NA>       0      5   2010
## NA.147          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 868              0        0   <NA>  <NA>        Shed     400      5   2007
## NA.148          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 870              0        0   <NA> GdPrv        <NA>       0      6   2010
## 877              0        0   <NA>  <NA>        <NA>       0      1   2007
## 879              0        0   <NA> MnPrv        Shed     400      6   2010
## NA.149          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.150          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 889            224        0   <NA>  <NA>        <NA>       0     10   2007
## 890              0        0   <NA>  <NA>        <NA>       0      2   2009
## NA.151          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 899              0        0   <NA>  <NA>        <NA>       0      3   2010
## NA.152          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.153          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 906              0        0   <NA> MnPrv        <NA>       0      2   2010
## 907              0        0   <NA>  <NA>        <NA>       0      6   2007
## 908            322        0   <NA>  <NA>        <NA>       0      6   2006
## NA.154          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 910              0        0   <NA>  <NA>        <NA>       0      6   2009
## 911              0        0   <NA>  <NA>        <NA>       0      1   2010
## NA.155          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 914              0        0   <NA>  <NA>        <NA>       0      8   2007
## NA.156          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 919              0        0   <NA> GdPrv        <NA>       0     11   2007
## 920            190        0   <NA>  <NA>        <NA>       0      5   2008
## NA.157          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 927              0        0   <NA>  <NA>        <NA>       0      5   2007
## NA.158          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.159          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.160          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 933              0        0   <NA>  <NA>        <NA>       0      3   2007
## 935              0        0   <NA>  <NA>        <NA>       0     11   2008
## NA.161          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.162          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 944              0        0   <NA>  <NA>        <NA>       0      6   2007
## NA.163          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 946              0        0   <NA>  MnWw        <NA>       0      9   2009
## 948              0        0   <NA>  <NA>        <NA>       0     11   2007
## NA.164          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 956              0        0   <NA>  <NA>        <NA>       0      8   2007
## NA.165          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 964              0        0   <NA>  <NA>        <NA>       0      5   2009
## 965              0        0   <NA>  <NA>        <NA>       0      2   2010
## 967              0        0   <NA>  <NA>        <NA>       0      6   2009
## NA.166          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 974              0        0   <NA>  <NA>        <NA>       0     12   2008
## NA.167          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 980              0        0   <NA> MnPrv        <NA>       0      6   2009
## NA.168          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 982              0        0   <NA>  <NA>        <NA>       0      7   2009
## NA.169          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 988              0        0   <NA>  <NA>        <NA>       0      4   2010
## NA.170          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 991              0        0   <NA>  <NA>        <NA>       0      6   2006
## 992              0        0   <NA>  <NA>        <NA>       0     11   2009
## 993              0        0   <NA>  MnWw        <NA>       0      7   2007
## 995              0        0   <NA>  <NA>        <NA>       0      7   2009
## NA.171          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.172          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.173          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.174          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1011             0        0   <NA>  <NA>        <NA>       0      8   2008
## NA.175          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.176          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.177          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.178          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1032             0        0   <NA>  <NA>        <NA>       0      8   2009
## NA.179          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.180          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.181          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1037             0        0   <NA>  <NA>        <NA>       0      9   2009
## NA.182          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1041             0        0   <NA> GdPrv        <NA>       0      1   2006
## NA.183          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1044             0        0   <NA>  <NA>        <NA>       0      5   2008
## 1045             0        0   <NA> MnPrv        <NA>       0      7   2009
## NA.184          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1047             0        0   <NA>  <NA>        <NA>       0      7   2006
## 1049             0        0   <NA> GdPrv        <NA>       0     11   2009
## 1052             0        0   <NA>  <NA>        <NA>       0     10   2007
## 1053             0        0   <NA> GdPrv        <NA>       0      6   2007
## 1055             0        0   <NA>  <NA>        <NA>       0     11   2006
## 1056           189        0   <NA> MnPrv        <NA>       0      5   2008
## NA.185          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1059             0        0   <NA>  <NA>        <NA>       0      7   2009
## NA.186          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1062             0        0   <NA>  <NA>        Shed     560      8   2008
## 1063             0        0   <NA>  <NA>        <NA>       0      9   2007
## NA.187          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1066             0        0   <NA>  <NA>        <NA>       0      4   2010
## 1068           189        0   <NA>  <NA>        <NA>       0      6   2008
## NA.188          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1081             0        0   <NA>  <NA>        <NA>       0     10   2008
## 1084             0        0   <NA> MnPrv        Shed     700      3   2006
## NA.189          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.190          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1088             0        0   <NA>  <NA>        <NA>       0      5   2009
## NA.191          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1100             0        0   <NA>  <NA>        <NA>       0      4   2009
## 1106             0        0   <NA>  <NA>        <NA>       0      4   2010
## 1107             0        0   <NA>  <NA>        <NA>       0      5   2007
## 1108             0        0   <NA>  <NA>        <NA>       0      9   2006
## NA.192          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1110             0        0   <NA>  <NA>        <NA>       0      3   2009
## NA.193          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1112             0        0   <NA>  <NA>        <NA>       0      9   2008
## 1115             0        0   <NA> MnPrv        <NA>       0      8   2006
## 1116             0        0   <NA>  <NA>        <NA>       0     11   2007
## NA.194          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1119             0        0   <NA>  <NA>        <NA>       0     12   2008
## 1122             0        0   <NA>  <NA>        <NA>       0      7   2006
## NA.195          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.196          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1128             0        0   <NA>  <NA>        <NA>       0     11   2007
## 1133             0        0   <NA>  <NA>        <NA>       0      5   2007
## 1134             0        0   <NA>  <NA>        <NA>       0      6   2009
## 1137             0        0   <NA>  <NA>        <NA>       0      4   2008
## NA.197          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1140           126        0   <NA>  <NA>        <NA>       0      5   2007
## NA.198          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.199          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.200          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.201          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1152           100        0   <NA>  <NA>        <NA>       0     11   2006
## 1153             0        0   <NA>  <NA>        <NA>       0      7   2006
## NA.202          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.203          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1156           180        0   <NA>  <NA>        <NA>       0      7   2007
## 1157             0        0   <NA> MnPrv        <NA>       0     10   2008
## 1159             0        0   <NA>  <NA>        <NA>       0      6   2008
## NA.204          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1163             0        0   <NA>  <NA>        <NA>       0      5   2007
## NA.205          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1169            90        0   <NA>  <NA>        <NA>       0      7   2008
## 1170             0        0   <NA>  <NA>        <NA>       0      7   2006
## 1174             0        0   <NA> MnPrv        <NA>       0      3   2007
## 1175             0        0   <NA>  <NA>        <NA>       0      7   2006
## 1176             0        0   <NA>  <NA>        <NA>       0      4   2007
## NA.206          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.207          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1183             0      555     Ex MnPrv        <NA>       0      7   2007
## 1187             0        0   <NA>  <NA>        <NA>       0      8   2009
## 1188             0        0   <NA> GdPrv        <NA>       0      7   2006
## NA.208          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.209          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1195             0        0   <NA> MnPrv        <NA>       0      3   2010
## 1202             0        0   <NA>  <NA>        <NA>       0      3   2009
## 1206             0        0   <NA>  <NA>        <NA>       0      6   2009
## NA.210          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1210             0        0   <NA>  <NA>        <NA>       0      5   2006
## 1212             0        0   <NA>  <NA>        <NA>       0      6   2010
## NA.211          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1216             0        0   <NA> MnPrv        <NA>       0      5   2007
## 1224             0        0   <NA> MnPrv        <NA>       0     10   2006
## 1227             0        0   <NA>  <NA>        <NA>       0      1   2008
## NA.212          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.213          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1236             0        0   <NA>  <NA>        <NA>       0      7   2006
## 1242             0        0   <NA>  <NA>        <NA>       0      6   2007
## 1243             0        0   <NA> MnPrv        <NA>       0      1   2010
## 1244             0        0   <NA>  <NA>        <NA>       0      9   2006
## NA.214          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.215          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1251             0        0   <NA>  <NA>        <NA>       0      4   2010
## NA.216          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.217          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1257             0        0   <NA>  <NA>        <NA>       0      8   2008
## NA.218          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1262             0        0   <NA>  <NA>        <NA>       0      6   2009
## NA.219          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1268             0        0   <NA>  <NA>        <NA>       0      5   2010
## NA.220          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.221          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.222          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.223          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1274           163        0   <NA> GdPrv        <NA>       0      5   2008
## 1276             0        0   <NA>  <NA>        <NA>       0      7   2007
## NA.224          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.225          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1284             0        0   <NA>  <NA>        <NA>       0      4   2010
## NA.226          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.227          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1290             0        0   <NA>  <NA>        <NA>       0     10   2006
## NA.228          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1297             0        0   <NA> MnPrv        <NA>       0     12   2008
## 1299             0      480     Gd  <NA>        <NA>       0      1   2008
## NA.229          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.230          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1303             0        0   <NA>  <NA>        <NA>       0     12   2006
## 1306             0        0   <NA>  <NA>        <NA>       0     11   2009
## 1309             0        0   <NA>  GdWo        <NA>       0      5   2008
## NA.231          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1311             0        0   <NA>  <NA>        <NA>       0      5   2010
## NA.232          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1314             0        0   <NA>  <NA>        <NA>       0      5   2010
## 1316             0        0   <NA>  <NA>        <NA>       0      6   2008
## NA.233          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.234          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1323             0        0   <NA>  <NA>        <NA>       0      6   2010
## 1331             0        0   <NA>  <NA>        <NA>       0     12   2007
## 1336             0        0   <NA>  <NA>        <NA>       0      4   2009
## 1337             0        0   <NA>  <NA>        <NA>       0     11   2008
## 1338             0        0   <NA>  <NA>        <NA>       0      3   2006
## 1339             0        0   <NA>  <NA>        <NA>       0      6   2006
## 1340             0        0   <NA>  <NA>        <NA>       0      6   2006
## NA.235          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1345             0        0   <NA>  <NA>        <NA>       0      7   2007
## NA.236          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1348             0        0   <NA>  <NA>        <NA>       0      5   2007
## NA.237          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1351             0        0   <NA>  <NA>        <NA>       0      8   2009
## NA.238          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1356             0        0   <NA> GdPrv        <NA>       0      9   2006
## NA.239          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.240          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.241          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1360             0        0   <NA>  <NA>        <NA>       0      9   2006
## 1362             0        0   <NA>  <NA>        <NA>       0      6   2009
## NA.242          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.243          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.244          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1371             0        0   <NA>  <NA>        <NA>       0     10   2009
## 1372           178        0   <NA> MnPrv        <NA>       0     10   2008
## NA.245          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1375             0        0   <NA>  <NA>        <NA>       0      7   2008
## 1376             0        0   <NA>  <NA>        <NA>       0     12   2007
## NA.246          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.247          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1387           440      519     Fa MnPrv        TenC    2000      7   2006
## 1396             0        0   <NA>  <NA>        <NA>       0      2   2007
## NA.248          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.249          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1412             0        0   <NA> MnPrv        <NA>       0      9   2009
## 1414             0        0   <NA>  <NA>        <NA>       0      9   2009
## NA.250          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.251          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1421           119        0   <NA>  <NA>        <NA>       0      5   2006
## NA.252          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.253          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1426             0        0   <NA>  <NA>        <NA>       0     10   2008
## 1427             0        0   <NA>  <NA>        <NA>       0      8   2008
## NA.254          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.255          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1434             0        0   <NA>  <NA>        <NA>       0      5   2008
## 1435             0        0   <NA>  <NA>        <NA>       0      5   2006
## 1436             0        0   <NA> GdPrv        <NA>       0      7   2008
## 1438             0        0   <NA>  <NA>        <NA>       0     11   2008
## 1439             0        0   <NA> MnPrv        <NA>       0      4   2010
## 1440             0        0   <NA>  <NA>        <NA>       0     11   2007
## NA.256          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1443             0        0   <NA>  <NA>        <NA>       0      4   2009
## NA.257          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## NA.258          NA       NA   <NA>  <NA>        <NA>      NA     NA     NA
## 1448             0        0   <NA>  <NA>        <NA>       0     12   2007
## 1454             0        0   <NA>  <NA>        <NA>       0      7   2006
## 1457             0        0   <NA> MnPrv        <NA>       0      2   2010
##        SaleType SaleCondition SalePrice
## 2            WD        Normal    181500
## 5            WD        Normal    250000
## 6            WD        Normal    143000
## NA         <NA>          <NA>        NA
## 12          New       Partial    345000
## NA.1       <NA>          <NA>        NA
## 14          New       Partial    279500
## NA.2       <NA>          <NA>        NA
## NA.3       <NA>          <NA>        NA
## 21          New       Partial    325300
## NA.4       <NA>          <NA>        NA
## 26           WD        Normal    256300
## 28           WD        Normal    306000
## NA.5       <NA>          <NA>        NA
## 33           WD        Normal    179900
## 36           WD        Normal    309000
## 37           WD        Normal    145000
## 41           WD       Abnorml    160000
## 42           WD        Normal    170000
## NA.6       <NA>          <NA>        NA
## NA.7       <NA>          <NA>        NA
## 48           WD        Normal    249700
## NA.8       <NA>          <NA>        NA
## 53           WD        Normal    110000
## 56           WD        Normal    180500
## 58           WD        Normal    196500
## NA.9       <NA>          <NA>        NA
## NA.10      <NA>          <NA>        NA
## 70           WD        Normal    225000
## 71           WD        Normal    244000
## 74           WD        Normal    144900
## NA.11      <NA>          <NA>        NA
## 81           WD        Normal    193500
## 84          COD        Normal    126500
## NA.12      <NA>          <NA>        NA
## 86           WD        Normal    260000
## 87           WD        Normal    174000
## 89        ConLD       Abnorml     85000
## 92           WD       Abnorml     98600
## 93           WD        Normal    163500
## NA.13      <NA>          <NA>        NA
## 99          COD       Abnorml     83000
## NA.14      <NA>          <NA>        NA
## 104          WD        Normal    198900
## NA.15      <NA>          <NA>        NA
## 109          WD        Normal    115000
## 110         COD        Normal    190000
## NA.16      <NA>          <NA>        NA
## NA.17      <NA>          <NA>        NA
## NA.18      <NA>          <NA>        NA
## 119          WD        Normal    320000
## NA.19      <NA>          <NA>        NA
## NA.20      <NA>          <NA>        NA
## 131          WD        Normal    226000
## NA.21      <NA>          <NA>        NA
## NA.22      <NA>          <NA>        NA
## 136          WD        Normal    174000
## NA.23      <NA>          <NA>        NA
## 138          WD        Family    171000
## NA.24      <NA>          <NA>        NA
## NA.25      <NA>          <NA>        NA
## 151          WD        Normal    122000
## 152         New       Partial    372402
## NA.26      <NA>          <NA>        NA
## NA.27      <NA>          <NA>        NA
## 155          WD        Family    125000
## 158         New       Partial    269500
## 159          WD        Normal    254900
## 160         New       Partial    320000
## NA.28      <NA>          <NA>        NA
## 162          WD        Normal    412500
## 163         New       Partial    220000
## NA.29      <NA>          <NA>        NA
## 168         New       Partial    325624
## NA.30      <NA>          <NA>        NA
## NA.31      <NA>          <NA>        NA
## 172          WD        Normal    215000
## 174         COD        Normal    163000
## 176          WD        Normal    243000
## 177          WD        Normal    211000
## NA.32      <NA>          <NA>        NA
## NA.33      <NA>          <NA>        NA
## 185          WD        Normal    127000
## 186          WD        Normal    475000
## NA.34      <NA>          <NA>        NA
## NA.35      <NA>          <NA>        NA
## 198          WD       Abnorml    235000
## 199          WD       Abnorml    104000
## 201          WD        Normal    140000
## NA.36      <NA>          <NA>        NA
## 206          WD        Normal    180500
## NA.37      <NA>          <NA>        NA
## NA.38      <NA>          <NA>        NA
## 212          WD        Normal    186000
## NA.39      <NA>          <NA>        NA
## NA.40      <NA>          <NA>        NA
## NA.41      <NA>          <NA>        NA
## 223          WD        Normal    179900
## 225          WD        Normal    386250
## 227          WD       Abnorml    290000
## 232          WD        Normal    403000
## NA.42      <NA>          <NA>        NA
## NA.43      <NA>          <NA>        NA
## 239         New       Partial    318000
## NA.44      <NA>          <NA>        NA
## 246          WD        Normal    241500
## NA.45      <NA>          <NA>        NA
## 254         CWD        Normal    158000
## 259          WD        Normal    231500
## 261          WD        Normal    176000
## 263          WD        Normal    151000
## NA.46      <NA>          <NA>        NA
## 271         New       Partial    266000
## 273          WD        Normal    290000
## 274          WD        Normal    139000
## 277          WD        Normal    201000
## 278          WD        Normal    141000
## 279         New       Partial    415298
## 280          WD        Normal    192000
## 281          WD        Normal    228500
## NA.47      <NA>          <NA>        NA
## NA.48      <NA>          <NA>        NA
## 291         New       Partial    233230
## NA.49      <NA>          <NA>        NA
## 295          WD        Normal    167000
## 299          WD        Normal    175000
## 300          WD        Family    158500
## 301          WD        Normal    157000
## 303          WD        Normal    205000
## 305          WD        Normal    295000
## 306          WD        Normal    305900
## 307          WD        Normal    225000
## NA.50      <NA>          <NA>        NA
## NA.51      <NA>          <NA>        NA
## 310          WD        Normal    360000
## NA.52      <NA>          <NA>        NA
## 314          WD        Normal    375000
## 317          WD        Normal    260000
## 319          WD        Normal    260000
## NA.53      <NA>          <NA>        NA
## 321         New       Partial    342643
## 322          WD        Normal    354000
## 323          WD        Normal    301000
## 325          WD        Normal    242000
## 328          WD        Normal    145250
## NA.54      <NA>          <NA>        NA
## NA.55      <NA>          <NA>        NA
## 333          WD        Normal    284000
## NA.56      <NA>          <NA>        NA
## 337          WD        Normal    377426
## 339          WD        Normal    202500
## 341          WD        Normal    202900
## NA.57      <NA>          <NA>        NA
## NA.58      <NA>          <NA>        NA
## NA.59      <NA>          <NA>        NA
## NA.60      <NA>          <NA>        NA
## 356          WD        Normal    177500
## NA.61      <NA>          <NA>        NA
## 359          WD       Abnorml    130000
## NA.62      <NA>          <NA>        NA
## NA.63      <NA>          <NA>        NA
## NA.64      <NA>          <NA>        NA
## NA.65      <NA>          <NA>        NA
## 368          WD        Normal    165000
## NA.66      <NA>          <NA>        NA
## NA.67      <NA>          <NA>        NA
## 372          WD        Normal    134432
## NA.68      <NA>          <NA>        NA
## 378          WD        Normal    340000
## 379         New       Partial    394432
## NA.69      <NA>          <NA>        NA
## 389          WD        Normal    191000
## 390         New       Partial    426000
## NA.70      <NA>          <NA>        NA
## NA.71      <NA>          <NA>        NA
## 404          WD       Abnorml    258000
## NA.72      <NA>          <NA>        NA
## NA.73      <NA>          <NA>        NA
## 409         New       Partial    280000
## 410         New       Partial    339750
## 412          WD        Normal    145000
## NA.74      <NA>          <NA>        NA
## 418          WD        Normal    239000
## NA.75      <NA>          <NA>        NA
## 423          WD        Normal    113000
## 424          WD        Normal    315000
## NA.76      <NA>          <NA>        NA
## 430          WD        Normal    175000
## 434          WD        Normal    181000
## 441          WD        Normal    555000
## 442          WD        Normal    118000
## 447          WD        Normal    190000
## NA.77      <NA>          <NA>        NA
## NA.78      <NA>          <NA>        NA
## 456          WD        Normal    175500
## NA.79      <NA>          <NA>        NA
## NA.80      <NA>          <NA>        NA
## NA.81      <NA>          <NA>        NA
## NA.82      <NA>          <NA>        NA
## 467          WD        Normal    167000
## 469          WD        Normal    250000
## NA.83      <NA>          <NA>        NA
## 472          WD        Normal    190000
## 474         New       Partial    440000
## 476          WD        Normal    132500
## 478          WD        Normal    380000
## 481          WD        Normal    326000
## NA.84      <NA>          <NA>        NA
## 486          WD        Normal    147000
## NA.85      <NA>          <NA>        NA
## 493         New       Partial    172785
## NA.86      <NA>          <NA>        NA
## 504          WD        Normal    289000
## 507          WD        Normal    215000
## 510          WD        Normal    124500
## 516         New       Partial    402861
## NA.87      <NA>          <NA>        NA
## NA.88      <NA>          <NA>        NA
## 522          WD        Normal    150000
## 524         New       Partial    184750
## 525          WD        Normal    315750
## NA.89      <NA>          <NA>        NA
## 531          WD       Abnorml    175000
## NA.90      <NA>          <NA>        NA
## NA.91      <NA>          <NA>        NA
## NA.92      <NA>          <NA>        NA
## 541          WD        Normal    315000
## NA.93      <NA>          <NA>        NA
## NA.94      <NA>          <NA>        NA
## 553          WD        Normal    255500
## 555          WD        Normal    284000
## NA.95      <NA>          <NA>        NA
## NA.96      <NA>          <NA>        NA
## NA.97      <NA>          <NA>        NA
## NA.98      <NA>          <NA>        NA
## 573         New       Partial    224500
## 576         COD       Abnorml    118500
## 578          WD       Abnorml    164500
## 580          WD        Normal    131500
## NA.99      <NA>          <NA>        NA
## 582         New       Partial    253293
## 583          WD        Normal    118500
## 586         New       Partial    369900
## 592       ConLI        Normal    451950
## NA.100     <NA>          <NA>        NA
## 595          WD        Normal    110000
## 599          WD        Normal    217500
## 603          WD       Abnorml    220000
## 605          WD        Normal    221000
## 606          WD        Normal    205000
## 607          WD        Normal    152000
## NA.101     <NA>          <NA>        NA
## NA.102     <NA>          <NA>        NA
## NA.103     <NA>          <NA>        NA
## 616          WD       Abnorml    137500
## NA.104     <NA>          <NA>        NA
## 619         New       Partial    314813
## 620          WD        Normal    305000
## 622          WD        Normal    240000
## NA.105     <NA>          <NA>        NA
## 625          WD        Normal    165150
## 626          WD        Normal    160000
## NA.106     <NA>          <NA>        NA
## 628          WD        Normal    153000
## 630          WD        Normal    168500
## 633          WD        Family     82500
## 634          WD        Normal    139400
## NA.107     <NA>          <NA>        NA
## 644          WD        Normal    152000
## 645         New       Partial    370878
## NA.108     <NA>          <NA>        NA
## 648          WD        Normal    155000
## 655          WD        Normal    350000
## NA.109     <NA>          <NA>        NA
## 663          WD        Normal    110000
## 664          WD        Normal    137500
## 666          WD        Normal    230500
## NA.110     <NA>          <NA>        NA
## NA.111     <NA>          <NA>        NA
## 670          WD        Normal    137500
## NA.112     <NA>          <NA>        NA
## 674          WD        Normal    257500
## 675          WD        Normal    140000
## 679         New       Partial    372500
## NA.113     <NA>          <NA>        NA
## NA.114     <NA>          <NA>        NA
## 684          WD        Normal    285000
## NA.115     <NA>          <NA>        NA
## 687         New       Partial    227875
## NA.116     <NA>          <NA>        NA
## NA.117     <NA>          <NA>        NA
## 692          WD        Normal    755000
## 701          WD        Normal    312500
## 702         COD        Normal    140000
## 703         New       Partial    361919
## NA.118     <NA>          <NA>        NA
## NA.119     <NA>          <NA>        NA
## NA.120     <NA>          <NA>        NA
## 718          WD        Normal    157000
## 719          WD        Normal    341000
## NA.121     <NA>          <NA>        NA
## NA.122     <NA>          <NA>        NA
## 725          WD        Normal    320000
## NA.123     <NA>          <NA>        NA
## 729         COD       Abnorml    110000
## 734          WD        Normal    131400
## NA.124     <NA>          <NA>        NA
## NA.125     <NA>          <NA>        NA
## NA.126     <NA>          <NA>        NA
## NA.127     <NA>          <NA>        NA
## 754          WD        Normal    275500
## NA.128     <NA>          <NA>        NA
## 764          WD        Normal    337000
## 767          WD        Normal    196500
## NA.129     <NA>          <NA>        NA
## 773          WD       Abnorml    107000
## 775         New       Partial    395000
## 777         New       Partial    221500
## 778          WD        Normal    142500
## NA.130     <NA>          <NA>        NA
## NA.131     <NA>          <NA>        NA
## NA.132     <NA>          <NA>        NA
## NA.133     <NA>          <NA>        NA
## 793          WD        Normal    269790
## NA.134     <NA>          <NA>        NA
## 799         New       Partial    485000
## 804         New       Partial    582933
## 806         New       Partial    227680
## 808          WD        Normal    223500
## 809          WD        Normal    159950
## 810          WD        Normal    106000
## NA.135     <NA>          <NA>        NA
## NA.136     <NA>          <NA>        NA
## NA.137     <NA>          <NA>        NA
## 819          WD        Normal    155000
## NA.138     <NA>          <NA>        NA
## 825         New       Partial    232600
## 826         New       Partial    385000
## NA.139     <NA>          <NA>        NA
## 831          WD        Normal    166000
## 834          WD        Normal    167000
## 837         COD        Normal    153500
## NA.140     <NA>          <NA>        NA
## 843          WD        Normal    174900
## 844          WD        Normal    141000
## 845          WD        Normal    153900
## NA.141     <NA>          <NA>        NA
## 850          WD        Normal    187000
## NA.142     <NA>          <NA>        NA
## NA.143     <NA>          <NA>        NA
## 855          WD       Abnorml    170000
## NA.144     <NA>          <NA>        NA
## NA.145     <NA>          <NA>        NA
## 859          WD        Family    152000
## NA.146     <NA>          <NA>        NA
## 863          WD        Normal    152000
## NA.147     <NA>          <NA>        NA
## 868          WD        Normal    129000
## NA.148     <NA>          <NA>        NA
## 870          WD        Normal    236000
## 877          WD        Normal    132250
## 879          WD        Normal    148000
## NA.149     <NA>          <NA>        NA
## NA.150     <NA>          <NA>        NA
## 889          WD        Normal    268000
## 890          WD        Normal    149500
## NA.151     <NA>          <NA>        NA
## 899         New       Partial    611657
## NA.152     <NA>          <NA>        NA
## NA.153     <NA>          <NA>        NA
## 906          WD        Normal    128000
## 907          WD        Normal    255000
## 908          WD        Normal    250000
## NA.154     <NA>          <NA>        NA
## 910          WD        Normal    174000
## 911          WD        Normal    154300
## NA.155     <NA>          <NA>        NA
## 914          WD        Normal    145000
## NA.156     <NA>          <NA>        NA
## 919          WD        Normal    238000
## 920          WD        Normal    176500
## NA.157     <NA>          <NA>        NA
## 927          WD        Normal    285000
## NA.158     <NA>          <NA>        NA
## NA.159     <NA>          <NA>        NA
## NA.160     <NA>          <NA>        NA
## 933          WD        Normal    320000
## 935          WD        Normal    242000
## NA.161     <NA>          <NA>        NA
## NA.162     <NA>          <NA>        NA
## 944          WD        Normal    143000
## NA.163     <NA>          <NA>        NA
## 946          WD        Normal    124900
## 948          WD        Normal    270000
## NA.164     <NA>          <NA>        NA
## 956          WD        Normal    145000
## NA.165     <NA>          <NA>        NA
## 964          WD        Normal    239000
## 965          WD        Normal    214900
## 967          WD        Normal    160000
## NA.166     <NA>          <NA>        NA
## 974         New       Partial    182000
## NA.167     <NA>          <NA>        NA
## 980          WD        Normal    139000
## NA.168     <NA>          <NA>        NA
## 982          WD        Normal    336000
## NA.169     <NA>          <NA>        NA
## 988         New       Partial    395192
## NA.170     <NA>          <NA>        NA
## 991          WD        Normal    348000
## 992          WD        Normal    168000
## 993          WD        Normal    187000
## 995          WD        Normal    337500
## NA.171     <NA>          <NA>        NA
## NA.172     <NA>          <NA>        NA
## NA.173     <NA>          <NA>        NA
## NA.174     <NA>          <NA>        NA
## 1011         WD        Normal    135000
## NA.175     <NA>          <NA>        NA
## NA.176     <NA>          <NA>        NA
## NA.177     <NA>          <NA>        NA
## NA.178     <NA>          <NA>        NA
## 1032         WD        Normal    197000
## NA.179     <NA>          <NA>        NA
## NA.180     <NA>          <NA>        NA
## NA.181     <NA>          <NA>        NA
## 1037         WD        Normal    315500
## NA.182     <NA>          <NA>        NA
## 1041         WD        Normal    155000
## NA.183     <NA>          <NA>        NA
## 1044         WD        Normal    262280
## 1045         WD        Normal    278000
## NA.184     <NA>          <NA>        NA
## 1047        New       Partial    556581
## 1049         WD        Normal    115000
## 1052        New       Partial    200141
## 1053         WD        Normal    165000
## 1055         WD        Normal    255000
## 1056        COD       Abnorml    180000
## NA.185     <NA>          <NA>        NA
## 1059         WD        Normal    335000
## NA.186     <NA>          <NA>        NA
## 1062      ConLD        Normal     81000
## 1063         WD        Normal     90000
## NA.187     <NA>          <NA>        NA
## 1066         WD        Normal    328000
## 1068         WD        Normal    167900
## NA.188     <NA>          <NA>        NA
## 1081        COD       Abnorml    145000
## 1084         WD        Normal    160000
## NA.189     <NA>          <NA>        NA
## NA.190     <NA>          <NA>        NA
## 1088         WD        Normal    252000
## NA.191     <NA>          <NA>        NA
## 1100        COD       Abnorml    157000
## 1106         WD        Normal    325000
## 1107         WD        Normal    179900
## 1108        New       Partial    274725
## NA.192     <NA>          <NA>        NA
## 1110         WD        Normal    280000
## NA.193     <NA>          <NA>        NA
## 1112         WD        Normal    205000
## 1115         WD        Normal    117000
## 1116        New       Partial    318000
## NA.194     <NA>          <NA>        NA
## 1119         WD        Normal    140000
## 1122        New       Partial    212900
## NA.195     <NA>          <NA>        NA
## NA.196     <NA>          <NA>        NA
## 1128         WD        Family    259000
## 1133         WD        Normal    117500
## 1134         WD        Normal    239500
## 1137         WD       Abnorml    119000
## NA.197     <NA>          <NA>        NA
## 1140         WD        Normal    144000
## NA.198     <NA>          <NA>        NA
## NA.199     <NA>          <NA>        NA
## NA.200     <NA>          <NA>        NA
## NA.201     <NA>          <NA>        NA
## 1152         WD        Normal    149900
## 1153         WD       Abnorml    230000
## NA.202     <NA>          <NA>        NA
## NA.203     <NA>          <NA>        NA
## 1156         WD        Normal    218000
## 1157         WD        Normal    179900
## 1159      ConLD       Partial    235128
## NA.204     <NA>          <NA>        NA
## 1163         WD        Normal    129000
## NA.205     <NA>          <NA>        NA
## 1169         WD        Normal    235000
## 1170         WD        Normal    625000
## 1174         WD        Normal    200500
## 1175         WD        Normal    239000
## 1176         WD        Normal    285000
## NA.206     <NA>          <NA>        NA
## NA.207     <NA>          <NA>        NA
## 1183         WD       Abnorml    745000
## 1187         WD       Abnorml     95000
## 1188         WD        Normal    262000
## NA.208     <NA>          <NA>        NA
## NA.209     <NA>          <NA>        NA
## 1195         WD        Normal    158000
## 1202         WD        Normal    197900
## 1206         WD        Normal    271900
## NA.210     <NA>          <NA>        NA
## 1210        New       Partial    290000
## 1212         WD        Normal    164000
## NA.211     <NA>          <NA>        NA
## 1216         WD        Normal    125000
## 1224         WD        Normal    137900
## 1227         WD        Normal    214000
## NA.212     <NA>          <NA>        NA
## NA.213     <NA>          <NA>        NA
## 1236         WD        Normal    138887
## 1242        New       Partial    248328
## 1243         WD        Family    170000
## 1244        New       Partial    465000
## NA.214     <NA>          <NA>        NA
## NA.215     <NA>          <NA>        NA
## 1251         WD        Normal    244000
## NA.216     <NA>          <NA>        NA
## NA.217     <NA>          <NA>        NA
## 1257         WD        Normal    301500
## NA.218     <NA>          <NA>        NA
## 1262         WD        Normal    128900
## NA.219     <NA>          <NA>        NA
## 1268         WD        Normal    378500
## NA.220     <NA>          <NA>        NA
## NA.221     <NA>          <NA>        NA
## NA.222     <NA>          <NA>        NA
## NA.223     <NA>          <NA>        NA
## 1274         WD        Normal    177000
## 1276         WD        Normal    137000
## NA.224     <NA>          <NA>        NA
## NA.225     <NA>          <NA>        NA
## 1284         WD        Normal    139000
## NA.226     <NA>          <NA>        NA
## NA.227     <NA>          <NA>        NA
## 1290        New       Partial    281000
## NA.228     <NA>          <NA>        NA
## 1297         WD        Normal    155000
## 1299        New       Partial    160000
## NA.229     <NA>          <NA>        NA
## NA.230     <NA>          <NA>        NA
## 1303         WD        Normal    290000
## 1306         WD        Normal    325000
## 1309         WD        Normal    147000
## NA.231     <NA>          <NA>        NA
## 1311         WD        Normal    335000
## NA.232     <NA>          <NA>        NA
## 1314         WD        Normal    333168
## 1316         WD        Normal    206900
## NA.233     <NA>          <NA>        NA
## NA.234     <NA>          <NA>        NA
## 1323         WD        Normal    190000
## 1331         WD        Normal    227000
## 1336         WD        Normal    167900
## 1337         WD        Normal    135000
## 1338         WD        Normal     52500
## 1339         WD        Normal    200000
## 1340         WD        Normal    128500
## NA.235     <NA>          <NA>        NA
## 1345        New       Partial    155835
## NA.236     <NA>          <NA>        NA
## 1348        New       Partial    283463
## NA.237     <NA>          <NA>        NA
## 1351         WD        Normal    200000
## NA.238     <NA>          <NA>        NA
## 1356         WD        Normal    170000
## NA.239     <NA>          <NA>        NA
## NA.240     <NA>          <NA>        NA
## NA.241     <NA>          <NA>        NA
## 1360         WD        Normal    315000
## 1362         WD        Normal    260000
## NA.242     <NA>          <NA>        NA
## NA.243     <NA>          <NA>        NA
## NA.244     <NA>          <NA>        NA
## 1371         WD        Normal    105000
## 1372         WD        Normal    165500
## NA.245     <NA>          <NA>        NA
## 1375         WD        Normal    250000
## 1376        New       Partial    239000
## NA.246     <NA>          <NA>        NA
## NA.247     <NA>          <NA>        NA
## 1387         WD        Normal    250000
## 1396         WD        Normal    281213
## NA.248     <NA>          <NA>        NA
## NA.249     <NA>          <NA>        NA
## 1412         WD        Normal    140000
## 1414        COD       Abnorml    257000
## NA.250     <NA>          <NA>        NA
## NA.251     <NA>          <NA>        NA
## 1421         WD        Normal    179900
## NA.252     <NA>          <NA>        NA
## NA.253     <NA>          <NA>        NA
## 1426         WD        Normal    142000
## 1427         WD        Normal    271000
## NA.254     <NA>          <NA>        NA
## NA.255     <NA>          <NA>        NA
## 1434         WD        Normal    186500
## 1435         WD        Normal    160000
## 1436        COD       Abnorml    174000
## 1438        New       Partial    394617
## 1439         WD        Normal    149700
## 1440         WD        Normal    197000
## NA.256     <NA>          <NA>        NA
## 1443         WD        Normal    310000
## NA.257     <NA>          <NA>        NA
## NA.258     <NA>          <NA>        NA
## 1448         WD        Normal    240000
## 1454         WD       Abnorml     84500
## 1457         WD        Normal    210000

train3 <- train[train$MSSubClass == 20 | train$MSSubClass == 50,] #Trích xuất các hàng có giá trị trong cột MSSubC bằng 20 hoặc 50.
print(train3)

##        Id MSSubClass MSZoning LotFrontage LotArea Street Alley LotShape
## 2       2         20       RL          80    9600   Pave  <NA>      Reg
## 6       6         50       RL          85   14115   Pave  <NA>      IR1
## 7       7         20       RL          75   10084   Pave  <NA>      Reg
## 9       9         50       RM          51    6120   Pave  <NA>      Reg
## 11     11         20       RL          70   11200   Pave  <NA>      Reg
## 13     13         20       RL          NA   12968   Pave  <NA>      IR2
## 14     14         20       RL          91   10652   Pave  <NA>      IR1
## 15     15         20       RL          NA   10920   Pave  <NA>      IR1
## 17     17         20       RL          NA   11241   Pave  <NA>      IR1
## 19     19         20       RL          66   13695   Pave  <NA>      Reg
## 20     20         20       RL          70    7560   Pave  <NA>      Reg
## 23     23         20       RL          75    9742   Pave  <NA>      Reg
## 25     25         20       RL          NA    8246   Pave  <NA>      IR1
## 26     26         20       RL         110   14230   Pave  <NA>      Reg
## 27     27         20       RL          60    7200   Pave  <NA>      Reg
## 28     28         20       RL          98   11478   Pave  <NA>      Reg
## 29     29         20       RL          47   16321   Pave  <NA>      IR1
## 32     32         20       RL          NA    8544   Pave  <NA>      IR1
## 33     33         20       RL          85   11049   Pave  <NA>      Reg
## 34     34         20       RL          70   10552   Pave  <NA>      IR1
## 37     37         20       RL         112   10859   Pave  <NA>      Reg
## 38     38         20       RL          74    8532   Pave  <NA>      Reg
## 39     39         20       RL          68    7922   Pave  <NA>      Reg
## 41     41         20       RL          84    8658   Pave  <NA>      Reg
## 42     42         20       RL         115   16905   Pave  <NA>      Reg
## 44     44         20       RL          NA    9200   Pave  <NA>      IR1
## 45     45         20       RL          70    7945   Pave  <NA>      Reg
## 47     47         50       RL          48   12822   Pave  <NA>      IR1
## 48     48         20       FV          84   11096   Pave  <NA>      Reg
## 50     50         20       RL          66    7742   Pave  <NA>      Reg
## 52     52         50       RM          52    6240   Pave  <NA>      Reg
## 54     54         20       RL          68   50271   Pave  <NA>      IR1
## 56     56         20       RL         100   10175   Pave  <NA>      IR1
## 60     60         20       RL          60    7200   Pave  <NA>      Reg
## 61     61         20       RL          63   13072   Pave  <NA>      Reg
## 67     67         20       RL          NA   19900   Pave  <NA>      Reg
## 68     68         20       RL          72   10665   Pave  <NA>      IR1
## 70     70         50       RL          81   15593   Pave  <NA>      Reg
## 71     71         20       RL          95   13651   Pave  <NA>      IR1
## 72     72         20       RL          69    7599   Pave  <NA>      Reg
## 74     74         20       RL          85   10200   Pave  <NA>      Reg
## 75     75         50       RM          60    5790   Pave  <NA>      Reg
## 77     77         20       RL          NA    8475   Pave  <NA>      IR1
## 78     78         50       RM          50    8635   Pave  <NA>      Reg
## 80     80         50       RM          60   10440   Pave  Grvl      Reg
## 83     83         20       RL          78   10206   Pave  <NA>      Reg
## 84     84         20       RL          80    8892   Pave  <NA>      IR1
## 89     89         50  C (all)         105    8470   Pave  <NA>      IR1
## 90     90         20       RL          60    8070   Pave  <NA>      Reg
## 91     91         20       RL          60    7200   Pave  <NA>      Reg
## 92     92         20       RL          85    8500   Pave  <NA>      Reg
## 97     97         20       RL          78   10264   Pave  <NA>      IR1
## 98     98         20       RL          73   10921   Pave  <NA>      Reg
## 100   100         20       RL          77    9320   Pave  <NA>      IR1
## 101   101         20       RL          NA   10603   Pave  <NA>      IR1
## 104   104         20       RL          94   10402   Pave  <NA>      IR1
## 105   105         50       RM          NA    7758   Pave  <NA>      Reg
## 108   108         20       RM          50    6000   Pave  <NA>      Reg
## 109   109         50       RM          85    8500   Pave  <NA>      Reg
## 110   110         20       RL         105   11751   Pave  <NA>      IR1
## 111   111         50       RL          75    9525   Pave  <NA>      Reg
## 114   114         20       RL          NA   21000   Pave  <NA>      Reg
## 117   117         20       RL          NA   11616   Pave  <NA>      Reg
## 118   118         20       RL          74    8536   Pave  <NA>      Reg
## 122   122         50       RM          50    6060   Pave  <NA>      Reg
## 123   123         20       RL          75    9464   Pave  <NA>      Reg
## 125   125         20       RL          48   17043   Pave  <NA>      IR1
## 130   130         20       RL          69    8973   Pave  <NA>      Reg
## 133   133         20       RL          75    7388   Pave  <NA>      Reg
## 134   134         20       RL          NA    6853   Pave  <NA>      IR1
## 135   135         20       RL          78   10335   Pave  <NA>      IR1
## 136   136         20       RL          80   10400   Pave  <NA>      Reg
## 137   137         20       RL          NA   10355   Pave  <NA>      IR1
## 141   141         20       RL          70   10500   Pave  <NA>      Reg
## 142   142         20       RL          78   11645   Pave  <NA>      Reg
## 143   143         50       RL          71    8520   Pave  <NA>      Reg
## 144   144         20       RL          78   10335   Pave  <NA>      IR1
## 149   149         20       RL          63    7500   Pave  <NA>      Reg
## 150   150         50       RM          NA    6240   Pave  <NA>      Reg
## 151   151         20       RL         120   10356   Pave  <NA>      Reg
## 152   152         20       RL         107   13891   Pave  <NA>      Reg
## 154   154         20       RL          NA   13500   Pave  <NA>      Reg
## 156   156         50       RL          60    9600   Pave  <NA>      Reg
## 157   157         20       RL          60    7200   Pave  <NA>      Reg
## 161   161         20       RL          NA   11120   Pave  <NA>      IR1
## 163   163         20       RL          95   12182   Pave  <NA>      Reg
## 167   167         20       RL          NA   10708   Pave  <NA>      IR1
## 170   170         20       RL          NA   16669   Pave  <NA>      IR1
## 171   171         50       RM          NA   12358   Pave  <NA>      IR1
## 172   172         20       RL         141   31770   Pave  <NA>      IR1
## 174   174         20       RL          80   10197   Pave  <NA>      IR1
## 175   175         20       RL          47   12416   Pave  <NA>      IR1
## 176   176         20       RL          84   12615   Pave  <NA>      Reg
## 178   178         50       RL          NA   13650   Pave  <NA>      Reg
## 179   179         20       RL          63   17423   Pave  <NA>      IR1
## 183   183         20       RL          60    9060   Pave  <NA>      Reg
## 184   184         50       RM          63   11426   Pave  <NA>      Reg
## 185   185         50       RL          92    7438   Pave  <NA>      IR1
## 188   188         50       RL          60   10410   Pave  <NA>      Reg
## 193   193         20       RL          68    9017   Pave  <NA>      IR1
## 195   195         20       RL          60    7180   Pave  <NA>      IR1
## 197   197         20       RL          79    9416   Pave  <NA>      Reg
## 200   200         20       RL          76    9591   Pave  <NA>      Reg
## 201   201         20       RM          80    8546   Pave  <NA>      Reg
## 202   202         20       RL          75   10125   Pave  <NA>      Reg
## 203   203         50       RL          50    7000   Pave  <NA>      Reg
## 205   205         50       RM          50    3500   Pave  Grvl      Reg
## 206   206         20       RL          99   11851   Pave  <NA>      Reg
## 207   207         20       RL          40   13673   Pave  <NA>      IR1
## 208   208         20       RL          NA   12493   Pave  <NA>      IR1
## 210   210         20       RL          75    8250   Pave  <NA>      Reg
## 212   212         20       RL          83   10420   Pave  <NA>      Reg
## 214   214         20       RL          43   13568   Pave  <NA>      IR2
## 216   216         20       RL          72   10011   Pave  <NA>      IR1
## 217   217         20       RL          65    8450   Pave  <NA>      Reg
## 219   219         50       RL          NA   15660   Pave  <NA>      IR1
## 221   221         20       RL          73    8990   Pave  <NA>      IR1
## 224   224         20       RL          70   10500   Pave  <NA>      Reg
## 225   225         20       RL         103   13472   Pave  <NA>      Reg
## 229   229         20       RL          70    8521   Pave  <NA>      Reg
## 231   231         20       RL          73    8760   Pave  <NA>      Reg
## 234   234         20       RL          75   10650   Pave  <NA>      Reg
## 237   237         20       RL          65    8773   Pave  <NA>      Reg
## 239   239         20       RL          93   12030   Pave  <NA>      Reg
## 240   240         50       RL          52    8741   Pave  <NA>      Reg
## 241   241         20       FV          75    9000   Pave  <NA>      Reg
## 243   243         50       RM          63    5000   Pave  <NA>      Reg
## 246   246         20       RL          80   10400   Pave  <NA>      Reg
## 248   248         20       RL          75   11310   Pave  <NA>      Reg
## 250   250         50       RL          NA  159000   Pave  <NA>      IR2
## 255   255         20       RL          70    8400   Pave  <NA>      Reg
## 258   258         20       RL          68    8814   Pave  <NA>      Reg
## 260   260         20       RM          70   12702   Pave  <NA>      Reg
## 264   264         50       RM          50    5500   Pave  <NA>      Reg
## 266   266         20       RL          78   12090   Pave  <NA>      IR1
## 270   270         20       RL          NA    7917   Pave  <NA>      IR1
## 272   272         20       RL          73   39104   Pave  <NA>      IR1
## 274   274         20       RL          80    9600   Pave  <NA>      Reg
## 275   275         20       RL          76    8314   Pave  <NA>      Reg
## 276   276         50       RL          55    7264   Pave  <NA>      Reg
## 277   277         20       RL         129    9196   Pave  <NA>      IR1
## 278   278         20       RL         140   19138   Pave  <NA>      Reg
## 279   279         20       RL         107   14450   Pave  <NA>      Reg
## 282   282         20       FV          60    7200   Pave  Pave      Reg
## 284   284         20       RL          74    9612   Pave  <NA>      Reg
## 287   287         50       RL          77    9786   Pave  <NA>      IR1
## 288   288         20       RL          NA    8125   Pave  <NA>      IR1
## 289   289         20       RL          NA    9819   Pave  <NA>      IR1
## 293   293         50       RL          60   11409   Pave  <NA>      Reg
## 295   295         20       RL          80    9600   Pave  <NA>      Reg
## 297   297         50       RM          75   13710   Pave  <NA>      Reg
## 300   300         20       RL          80   14000   Pave  <NA>      Reg
## 303   303         20       RL         118   13704   Pave  <NA>      IR1
## 304   304         20       RL          70    9800   Pave  <NA>      Reg
## 306   306         20       RL          80   10386   Pave  <NA>      Reg
## 308   308         50       RM          NA    7920   Pave  Grvl      IR1
## 310   310         20       RL          90   12378   Pave  <NA>      IR1
## 312   312         20       RL          50    8000   Pave  <NA>      Reg
## 314   314         20       RL         150  215245   Pave  <NA>      IR3
## 324   324         20       RM          49    5820   Pave  <NA>      Reg
## 328   328         20       RL          80   11600   Pave  <NA>      Reg
## 332   332         20       RL          70    8176   Pave  <NA>      Reg
## 333   333         20       RL          85   10655   Pave  <NA>      IR1
## 337   337         20       RL          86   14157   Pave  <NA>      IR1
## 338   338         20       RL          70    9135   Pave  <NA>      Reg
## 339   339         20       RL          91   14145   Pave  <NA>      Reg
## 340   340         20       RL          66   12400   Pave  <NA>      IR1
## 342   342         20       RH          60    8400   Pave  <NA>      Reg
## 346   346         50       RL          65    6435   Pave  <NA>      Reg
## 347   347         20       RL          NA   12772   Pave  <NA>      IR1
## 348   348         20       RL          NA   17600   Pave  <NA>      IR1
## 353   353         50       RL          60    9084   Pave  <NA>      Reg
## 355   355         50       RL          60    8400   Pave  <NA>      Reg
## 356   356         20       RL         105   11249   Pave  <NA>      IR2
## 357   357         20       RL          NA    9248   Pave  <NA>      IR1
## 362   362         50       RL          NA    9144   Pave  Pave      Reg
## 367   367         20       RL          NA    9500   Pave  <NA>      IR1
## 369   369         20       RL          78    7800   Pave  <NA>      Reg
## 370   370         20       RL          NA    9830   Pave  <NA>      IR1
## 372   372         50       RL          80   17120   Pave  <NA>      Reg
## 374   374         20       RL          79   10634   Pave  <NA>      Reg
## 379   379         20       RL          88   11394   Pave  <NA>      Reg
## 381   381         50       RL          50    5000   Pave  Pave      Reg
## 382   382         20       FV          60    7200   Pave  Pave      Reg
## 387   387         50       RL          58    8410   Pave  <NA>      Reg
## 389   389         20       RL          93    9382   Pave  <NA>      IR1
## 391   391         50       RL          50    8405   Pave  Grvl      Reg
## 393   393         20       RL          NA    8339   Pave  <NA>      IR1
## 395   395         50       RL          60   10134   Pave  <NA>      Reg
## 396   396         20       RL          68    9571   Pave  <NA>      Reg
## 397   397         20       RL          60    7200   Pave  <NA>      Reg
## 402   402         20       RL          65    8767   Pave  <NA>      IR1
## 406   406         20       RL          NA    9991   Pave  <NA>      IR1
## 407   407         50       RL          51   10480   Pave  <NA>      Reg
## 411   411         20       RL          68    9571   Pave  <NA>      Reg
## 413   413         20       FV          NA    4403   Pave  <NA>      IR2
## 416   416         20       RL          73    8899   Pave  <NA>      IR1
## 419   419         50       RL          60    8160   Pave  <NA>      Reg
## 420   420         20       RL          65    8450   Pave  <NA>      Reg
## 422   422         20       RL          NA   16635   Pave  <NA>      IR1
## 423   423         20       RL         100   21750   Pave  <NA>      Reg
## 425   425         20       RL          72    9000   Pave  <NA>      Reg
## 428   428         20       RL          77    8593   Pave  <NA>      IR1
## 429   429         20       RL          64    6762   Pave  <NA>      Reg
## 430   430         20       RL         130   11457   Pave  <NA>      IR1
## 432   432         50       RM          60    5586   Pave  <NA>      IR1
## 437   437         50       RM          40    4400   Pave  <NA>      Reg
## 440   440         50       RL          67   12354   Pave  Grvl      Reg
## 441   441         20       RL         105   15431   Pave  <NA>      Reg
## 443   443         50       RM          52    6240   Pave  <NA>      Reg
## 446   446         20       RL          73    9855   Pave  <NA>      Reg
## 447   447         20       RL         137   16492   Pave  <NA>      IR1
## 449   449         50       RM          50    8600   Pave  <NA>      Reg
## 450   450         50       RM          50    6000   Pave  <NA>      Reg
## 452   452         20       RL          62   70761   Pave  <NA>      IR1
## 456   456         20       RL          80    9600   Pave  <NA>      Reg
## 458   458         20       RL          NA   53227   Pave  <NA>      IR1
## 460   460         50       RL          NA    7015   Pave  <NA>      IR1
## 463   463         20       RL          60    8281   Pave  <NA>      IR1
## 465   465         20       RL          60    8430   Pave  <NA>      Reg
## 467   467         20       RL          85   10628   Pave  <NA>      Reg
## 469   469         20       RL          98   11428   Pave  <NA>      IR1
## 474   474         20       RL         110   14977   Pave  <NA>      IR1
## 476   476         20       RL          80    8480   Pave  <NA>      Reg
## 477   477         20       RL          75   13125   Pave  <NA>      Reg
## 479   479         20       RL          79   10637   Pave  <NA>      Reg
## 481   481         20       RL          98   16033   Pave  <NA>      IR1
## 482   482         20       RL          72   11846   Pave  <NA>      IR1
## 485   485         20       RL          NA    7758   Pave  <NA>      IR1
## 486   486         20       RL          80    9600   Pave  <NA>      Reg
## 487   487         20       RL          79   10289   Pave  <NA>      Reg
## 488   488         20       RL          70   12243   Pave  <NA>      IR1
## 492   492         50       RL          79    9490   Pave  <NA>      Reg
## 494   494         20       RL          70    7931   Pave  <NA>      Reg
## 497   497         20       RL          NA   12692   Pave  <NA>      IR1
## 498   498         50       RL          60    9120   Pave  Pave      Reg
## 499   499         20       RL          65    7800   Pave  <NA>      Reg
## 500   500         20       RL          70    7535   Pave  <NA>      IR1
## 503   503         20       RL          70    9170   Pave  <NA>      Reg
## 504   504         20       RL         100   15602   Pave  <NA>      IR1
## 508   508         20       FV          75    7862   Pave  <NA>      IR1
## 510   510         20       RL          80    9600   Pave  <NA>      Reg
## 511   511         20       RL          75   14559   Pave  <NA>      Reg
## 513   513         20       RL          70    9100   Pave  <NA>      Reg
## 514   514         20       RL          71    9187   Pave  <NA>      Reg
## 516   516         20       RL          94   12220   Pave  <NA>      Reg
## 522   522         20       RL          90   11988   Pave  <NA>      IR1
## 523   523         50       RM          50    5000   Pave  <NA>      Reg
## 526   526         20       FV          62    7500   Pave  Pave      Reg
## 527   527         20       RL          70   13300   Pave  <NA>      Reg
## 530   530         20       RL          NA   32668   Pave  <NA>      IR1
## 533   533         20       RL          60    7200   Pave  <NA>      Reg
## 534   534         20       RL          50    5000   Pave  <NA>      Reg
## 538   538         20       RL          NA   12735   Pave  <NA>      IR1
## 539   539         20       RL          NA   11553   Pave  <NA>      IR1
## 540   540         20       RL          NA   11423   Pave  <NA>      Reg
## 541   541         20       RL          85   14601   Pave  <NA>      Reg
## 543   543         20       RL          78   10140   Pave  <NA>      Reg
## 546   546         50       RL          NA   13837   Pave  <NA>      IR1
## 547   547         50       RL          70    8737   Pave  <NA>      IR1
## 549   549         20       RM          49    8235   Pave  <NA>      IR1
## 552   552         20       RM          50    6000   Pave  <NA>      Reg
## 553   553         20       RL          87   11146   Pave  <NA>      IR1
## 554   554         20       RL          67    8777   Pave  <NA>      Reg
## 557   557         20       RL          69   14850   Pave  <NA>      IR1
## 558   558         50  C (all)          60   11040   Pave  <NA>      Reg
## 561   561         20       RL          NA   11341   Pave  <NA>      IR1
## 562   562         20       RL          77   10010   Pave  <NA>      Reg
## 564   564         50       RL          66   21780   Pave  <NA>      Reg
## 568   568         20       RL          70   10171   Pave  <NA>      IR1
## 569   569         50       RL          79   12327   Pave  <NA>      IR1
## 572   572         20       RL          60    7332   Pave  <NA>      Reg
## 576   576         50       RL          80    8480   Pave  <NA>      Reg
## 577   577         50       RL          52    6292   Pave  <NA>      Reg
## 580   580         50       RM          81   12150   Pave  Grvl      Reg
## 581   581         20       RL          NA   14585   Pave  <NA>      IR1
## 582   582         20       RL          98   12704   Pave  <NA>      Reg
## 585   585         50       RM          51    6120   Pave  <NA>      Reg
## 586   586         20       RL          88   11443   Pave  <NA>      Reg
## 589   589         20       RL          65   25095   Pave  <NA>      IR1
## 593   593         20       RL          60    6600   Pave  <NA>      Reg
## 595   595         20       RL          88    7990   Pave  <NA>      IR1
## 596   596         20       RL          69   11302   Pave  <NA>      IR1
## 599   599         20       RL          80   12984   Pave  <NA>      Reg
## 602   602         50       RM          50    9000   Pave  <NA>      Reg
## 605   605         20       RL          88   12803   Pave  <NA>      IR1
## 607   607         20       RL          82   12464   Pave  <NA>      IR2
## 608   608         20       RL          78    7800   Pave  <NA>      Reg
## 610   610         20       RL          61    7943   Pave  <NA>      Reg
## 614   614         20       RL          70    8402   Pave  <NA>      Reg
## 619   619         20       RL          90   11694   Pave  <NA>      Reg
## 623   623         20       RL          71    7064   Pave  <NA>      Reg
## 626   626         20       RL          87   10000   Pave  <NA>      IR1
## 627   627         20       RL          NA   12342   Pave  <NA>      IR1
## 633   633         20       RL          85   11900   Pave  <NA>      Reg
## 634   634         20       RL          80    9250   Pave  <NA>      Reg
## 645   645         20       FV          85    9187   Pave  <NA>      Reg
## 646   646         20       RL          NA   10530   Pave  <NA>      IR1
## 647   647         20       RL          60    7200   Pave  <NA>      Reg
## 648   648         20       RL          85   10452   Pave  <NA>      IR1
## 654   654         50       RM          60   10320   Pave  Grvl      Reg
## 655   655         20       RL          91   10437   Pave  <NA>      IR1
## 657   657         20       RL          72   10007   Pave  <NA>      IR1
## 659   659         50       RL          78   17503   Pave  <NA>      Reg
## 660   660         20       RL          75    9937   Pave  <NA>      Reg
## 663   663         20       RL         120   13560   Pave  <NA>      Reg
## 665   665         20       RL          49   20896   Pave  <NA>      IR2
## 668   668         20       RL          65    8125   Pave  <NA>      Reg
## 669   669         20       RL          NA   14175   Pave  <NA>      Reg
## 673   673         20       RL          NA   11250   Pave  <NA>      IR1
## 674   674         20       RL         110   14442   Pave  <NA>      Reg
## 675   675         20       RL          80    9200   Pave  <NA>      Reg
## 679   679         20       RL          80   11844   Pave  <NA>      IR1
## 680   680         20       RL          NA    9945   Pave  <NA>      IR1
## 682   682         50       RH          55    4500   Pave  Pave      IR2
## 684   684         20       RL          90   11248   Pave  <NA>      IR1
## 689   689         20       RL          60    8089   Pave  <NA>      Reg
## 695   695         50       RM          51    6120   Pave  <NA>      Reg
## 696   696         20       RL          54   13811   Pave  <NA>      IR1
## 698   698         20       RL          57    6420   Pave  <NA>      IR1
## 699   699         20       RL          65    8450   Pave  <NA>      Reg
## 701   701         20       RL          85   14331   Pave  <NA>      Reg
## 702   702         20       RL          80    9600   Pave  <NA>      Reg
## 705   705         20       RL          70    8400   Pave  <NA>      Reg
## 707   707         20       RL          NA  115149   Pave  <NA>      IR2
## 710   710         20       RL          NA    7162   Pave  <NA>      IR1
## 712   712         50  C (all)          66    8712   Pave  Pave      Reg
## 716   716         20       RL          78   10140   Pave  <NA>      Reg
## 718   718         20       RL          80   10000   Pave  <NA>      Reg
## 720   720         20       RL          69    9920   Pave  <NA>      IR1
## 723   723         20       RL          70    8120   Pave  <NA>      Reg
## 724   724         50       RL          60    8172   Pave  <NA>      Reg
## 725   725         20       RL          86   13286   Pave  <NA>      IR1
## 726   726         20       RL          60    6960   Pave  <NA>      Reg
## 727   727         20       RL          NA   21695   Pave  <NA>      IR1
## 728   728         20       RL          64    7314   Pave  <NA>      Reg
## 734   734         20       RL          80   10000   Pave  <NA>      Reg
## 735   735         20       RL          NA    8978   Pave  <NA>      IR1
## 742   742         20       RL          65    6768   Pave  <NA>      IR1
## 743   743         20       RL          65    8450   Pave  <NA>      Reg
## 749   749         20       RL          59   10593   Pave  <NA>      IR1
## 750   750         50       RL          50    8405   Pave  <NA>      Reg
## 751   751         50       RM          55    8800   Pave  Grvl      Reg
## 753   753         20       RL          79    9236   Pave  <NA>      IR1
## 755   755         20       RL          61    7930   Pave  <NA>      Reg
## 761   761         20       RL          70    9100   Pave  <NA>      Reg
## 766   766         20       RL          75   14587   Pave  <NA>      IR1
## 768   768         50       RL          75   12508   Pave  <NA>      IR1
## 769   769         20       RL          70    9100   Pave  <NA>      Reg
## 772   772         20       RL          67    8877   Pave  <NA>      Reg
## 774   774         20       RL          70   10150   Pave  <NA>      Reg
## 775   775         20       RL         110   14226   Pave  <NA>      Reg
## 777   777         20       RL          86   11210   Pave  <NA>      IR1
## 778   778         20       RL         100   13350   Pave  <NA>      IR1
## 781   781         20       RL          63    7875   Pave  <NA>      Reg
## 783   783         20       RL          67   16285   Pave  <NA>      IR2
## 786   786         20       RL          NA    9790   Pave  <NA>      Reg
## 787   787         50       RM          60   10800   Pave  <NA>      Reg
## 789   789         20       RM          50    6000   Pave  <NA>      Reg
## 794   794         20       RL          76    9158   Pave  <NA>      Reg
## 797   797         20       RL          71    8197   Pave  <NA>      Reg
## 798   798         20       RL          57    7677   Pave  <NA>      Reg
## 800   800         50       RL          60    7200   Pave  <NA>      Reg
## 805   805         20       RL          75    9000   Pave  <NA>      Reg
## 806   806         20       RL          91   12274   Pave  <NA>      IR1
## 811   811         20       RL          78   10140   Pave  <NA>      Reg
## 813   813         20  C (all)          66    8712   Grvl  <NA>      Reg
## 814   814         20       RL          75    9750   Pave  <NA>      Reg
## 815   815         50       RL          45    8248   Pave  Grvl      Reg
## 816   816         20       RL          48   12137   Pave  <NA>      IR2
## 817   817         20       RL          NA   11425   Pave  <NA>      IR1
## 818   818         20       RL          NA   13265   Pave  <NA>      IR1
## 822   822         20       RM          60    6000   Pave  Pave      Reg
## 824   824         50       RL          60    9900   Pave  <NA>      Reg
## 825   825         20       FV          81   11216   Pave  <NA>      Reg
## 826   826         20       RL         114   14803   Pave  <NA>      Reg
## 828   828         20       RL          65    8529   Pave  <NA>      IR1
## 831   831         20       RL          80   11900   Pave  <NA>      IR1
## 834   834         20       RL         100   10004   Pave  <NA>      Reg
## 835   835         20       RL          75    7875   Pave  <NA>      Reg
## 836   836         20       RL          60    9600   Pave  <NA>      Reg
## 839   839         20       RL          75    9525   Pave  <NA>      Reg
## 840   840         50       RL          70   11767   Pave  <NA>      Reg
## 845   845         50       RM         100   12665   Pave  Grvl      IR1
## 848   848         20       RL          36   15523   Pave  <NA>      IR1
## 849   849         50       RL          75   45600   Pave  <NA>      IR2
## 855   855         20       RL         102   17920   Pave  <NA>      Reg
## 856   856         20       RL          NA    6897   Pave  <NA>      IR1
## 859   859         20       RL          80   10400   Pave  <NA>      Reg
## 861   861         50       RL          55    7642   Pave  <NA>      Reg
## 863   863         20       RL          81    9672   Pave  <NA>      Reg
## 864   864         20       RL          70    7931   Pave  <NA>      Reg
## 865   865         20       FV          72    8640   Pave  <NA>      Reg
## 866   866         20       RL          NA    8750   Pave  <NA>      IR1
## 867   867         20       RL          67   10656   Pave  <NA>      IR1
## 868   868         20       RL          85    6970   Pave  <NA>      Reg
## 871   871         20       RL          60    6600   Pave  <NA>      Reg
## 873   873         20       RL          74    8892   Pave  <NA>      Reg
## 875   875         50       RM          52    5720   Pave  <NA>      Reg
## 877   877         20       RL          94   25286   Pave  <NA>      Reg
## 880   880         20       RL          NA    7000   Pave  <NA>      IR1
## 881   881         20       RL          60    7024   Pave  <NA>      Reg
## 882   882         50       RL          44   13758   Pave  <NA>      IR1
## 885   885         20       RL          65    7150   Pave  <NA>      Reg
## 888   888         50       RL          59   16466   Pave  <NA>      IR1
## 889   889         20       RL          95   15865   Pave  <NA>      IR1
## 890   890         20       RL         128   12160   Pave  <NA>      Reg
## 891   891         50       RL          60    8064   Pave  <NA>      Reg
## 893   893         20       RL          70    8414   Pave  <NA>      Reg
## 894   894         20       RL          NA   13284   Pave  <NA>      Reg
## 899   899         20       RL         100   12919   Pave  <NA>      IR1
## 900   900         20       RL          65    6993   Pave  <NA>      Reg
## 901   901         20       RL          NA    7340   Pave  <NA>      IR1
## 902   902         20       RL          64    8712   Pave  <NA>      IR1
## 904   904         20       RL          50   14859   Pave  <NA>      IR1
## 905   905         20       RL          NA    6173   Pave  <NA>      IR1
## 906   906         20       RL          80    9920   Pave  <NA>      Reg
## 907   907         20       RL         116   13501   Pave  <NA>      IR1
## 908   908         50       RL          86   11500   Pave  <NA>      IR1
## 909   909         20       RL          NA    8885   Pave  <NA>      IR1
## 912   912         20       RL          NA    9286   Pave  <NA>      IR1
## 917   917         20  C (all)          50    9000   Pave  <NA>      Reg
## 918   918         20       RL          NA   17140   Pave  <NA>      Reg
## 920   920         20       RL          87   11029   Pave  <NA>      IR1
## 923   923         20       RL          65   10237   Pave  <NA>      Reg
## 925   925         20       RL          79   10240   Pave  <NA>      Reg
## 926   926         20       RL          NA   15611   Pave  <NA>      IR1
## 929   929         20       RL          NA   11838   Pave  <NA>      Reg
## 931   931         20       RL          73    8925   Pave  <NA>      IR1
## 932   932         20       RL          70    9100   Pave  <NA>      Reg
## 933   933         20       RL          84   11670   Pave  <NA>      IR1
## 934   934         20       RL          63    8487   Pave  <NA>      Reg
## 935   935         20       RL         313   27650   Pave  <NA>      IR2
## 937   937         20       RL          67   10083   Pave  <NA>      Reg
## 945   945         20       RL          NA   14375   Pave  <NA>      IR1
## 946   946         50       RM          98    8820   Pave  <NA>      Reg
## 948   948         20       RL          85   14536   Pave  <NA>      Reg
## 950   950         20       RL          78    9360   Pave  <NA>      Reg
## 951   951         20       RL          60    7200   Pave  <NA>      Reg
## 952   952         20       RH          60    7800   Pave  <NA>      Reg
## 958   958         20       RL          70    7420   Pave  <NA>      Reg
## 959   959         20       RL          65    8450   Pave  <NA>      Reg
## 961   961         20       RL          50    7207   Pave  <NA>      IR1
## 964   964         20       RL         122   11923   Pave  <NA>      IR1
## 967   967         50       RL         130    9600   Pave  <NA>      IR1
## 968   968         20       RL          NA    7390   Pave  <NA>      IR1
## 969   969         50       RM          50    5925   Pave  <NA>      Reg
## 971   971         50       RL          60   10800   Pave  <NA>      Reg
## 974   974         20       FV          95   11639   Pave  <NA>      Reg
## 979   979         20       RL          68    9450   Pave  <NA>      Reg
## 980   980         20       RL          80    8816   Pave  <NA>      Reg
## 983   983         20       RL          43    3182   Pave  <NA>      Reg
## 987   987         50       RM          59    5310   Pave  <NA>      Reg
## 988   988         20       RL          83   10159   Pave  <NA>      IR1
## 995   995         20       RL          96   12456   Pave  <NA>      Reg
## 996   996         50       RL          51    4712   Pave  <NA>      IR1
## 997   997         20       RL          NA   10659   Pave  <NA>      IR1
## 998   998         20       RL          NA   11717   Pave  <NA>      IR1
## 1000 1000         20       RL          64    6762   Pave  <NA>      Reg
## 1001 1001         20       RL          74   10206   Pave  <NA>      Reg
## 1003 1003         20       RL          75   11957   Pave  <NA>      IR1
## 1007 1007         20       RL          NA   12155   Pave  <NA>      IR3
## 1009 1009         20       RL          43   12118   Pave  <NA>      IR1
## 1010 1010         50       RL          60    6000   Pave  <NA>      Reg
## 1011 1011         50       RL         115   21286   Pave  <NA>      Reg
## 1015 1015         20       RL          60   11664   Pave  <NA>      Reg
## 1017 1017         20       RL          73   11883   Pave  <NA>      Reg
## 1021 1021         20       RL          60    7024   Pave  <NA>      Reg
## 1022 1022         20       RL          64    7406   Pave  <NA>      Reg
## 1023 1023         50       RM          52    9439   Pave  <NA>      Reg
## 1025 1025         20       RL          NA   15498   Pave  <NA>      IR1
## 1026 1026         20       RL          70    7700   Pave  <NA>      Reg
## 1027 1027         20       RL          73    9300   Pave  <NA>      Reg
## 1028 1028         20       RL          71    9520   Pave  <NA>      IR1
## 1029 1029         50       RL          79    9492   Pave  <NA>      Reg
## 1034 1034         20       RL          NA    8125   Pave  <NA>      Reg
## 1036 1036         20       RL          NA   11500   Pave  <NA>      IR1
## 1037 1037         20       RL          89   12898   Pave  <NA>      IR1
## 1041 1041         20       RL          88   13125   Pave  <NA>      Reg
## 1045 1045         20       RL          80    9600   Pave  <NA>      Reg
## 1046 1046         20       RL          NA   13680   Pave  <NA>      IR1
## 1048 1048         20       RL          57    9245   Pave  <NA>      IR2
## 1049 1049         20       RL         100   21750   Pave  <NA>      Reg
## 1050 1050         20       RL          60   11100   Pave  <NA>      Reg
## 1051 1051         20       RL          73    8993   Pave  <NA>      IR1
## 1052 1052         20       RL         103   11175   Pave  <NA>      IR1
## 1054 1054         20       RL          68    8562   Pave  <NA>      Reg
## 1056 1056         20       RL         104   11361   Pave  <NA>      Reg
## 1060 1060         50       RL          NA   11275   Pave  <NA>      IR1
## 1065 1065         20       RL          NA   11000   Pave  <NA>      IR1
## 1071 1071         20       RL          72   10152   Pave  <NA>      Reg
## 1073 1073         50       RL          50    7585   Pave  <NA>      Reg
## 1075 1075         20       RL          74    8556   Pave  <NA>      Reg
## 1077 1077         50       RL          60   10800   Pave  Grvl      Reg
## 1078 1078         20       RL          NA   15870   Pave  <NA>      IR1
## 1080 1080         20       RL          65    8775   Pave  <NA>      Reg
## 1081 1081         20       RL          80   11040   Pave  <NA>      Reg
## 1082 1082         20       RL          75    7500   Pave  <NA>      Reg
## 1083 1083         20       RL          70    8749   Pave  <NA>      Reg
## 1084 1084         20       RL          80    8800   Pave  <NA>      Reg
## 1093 1093         50       RL          60    8400   Pave  <NA>      Reg
## 1094 1094         20       RL          71    9230   Pave  <NA>      Reg
## 1095 1095         20       RL          74    5868   Pave  <NA>      Reg
## 1096 1096         20       RL          78    9317   Pave  <NA>      IR1
## 1099 1099         50       RM          50    6000   Pave  <NA>      Reg
## 1100 1100         20       RL          82   11880   Pave  <NA>      IR1
## 1102 1102         20       RL          61    9758   Pave  <NA>      IR1
## 1103 1103         20       RL          70    7000   Pave  <NA>      Reg
## 1104 1104         20       RL          79    8910   Pave  <NA>      Reg
## 1107 1107         20       RL         114   10357   Pave  <NA>      IR1
## 1110 1110         20       RL         107   11362   Pave  <NA>      IR1
## 1113 1113         20       RL          73    7100   Pave  <NA>      IR1
## 1114 1114         20       RL          66    8923   Pave  <NA>      Reg
## 1115 1115         20       RL          90    5400   Pave  <NA>      Reg
## 1116 1116         20       RL          93   12085   Pave  <NA>      Reg
## 1118 1118         20       RL          57    9764   Pave  <NA>      IR1
## 1120 1120         20       RL          70    7560   Pave  <NA>      Reg
## 1122 1122         20       RL          84   10084   Pave  <NA>      Reg
## 1123 1123         20       RL          NA    8926   Pave  <NA>      IR1
## 1124 1124         20       RL          50    9405   Pave  <NA>      Reg
## 1126 1126         20       RL          60   10434   Pave  <NA>      Reg
## 1128 1128         20       RL         182   14572   Pave  <NA>      IR3
## 1131 1131         50       RL          65    7804   Pave  <NA>      Reg
## 1132 1132         20       RL          63   10712   Pave  <NA>      Reg
## 1137 1137         50       RL          80    9600   Pave  <NA>      Reg
## 1138 1138         50       RL          54    6342   Pave  <NA>      Reg
## 1139 1139         20       RL          NA    9819   Pave  <NA>      IR1
## 1141 1141         20       RL          60    7350   Pave  <NA>      Reg
## 1144 1144         20       RL          NA    9000   Pave  <NA>      Reg
## 1146 1146         50       RM          52    6240   Pave  <NA>      Reg
## 1147 1147         20       RL          NA   11200   Pave  <NA>      Reg
## 1149 1149         50       RM          NA    5700   Pave  <NA>      Reg
## 1151 1151         20       RL          57    8280   Pave  <NA>      IR1
## 1152 1152         20       RL         134   17755   Pave  <NA>      Reg
## 1153 1153         20       RL          90   14115   Pave  <NA>      IR1
## 1156 1156         20       RL          90   10768   Pave  <NA>      IR1
## 1159 1159         20       RL          92   11932   Pave  <NA>      Reg
## 1162 1162         20       RL          NA   14778   Pave  <NA>      IR1
## 1163 1163         20       RL         109    8724   Pave  <NA>      Reg
## 1166 1166         20       RL          79    9541   Pave  <NA>      IR1
## 1167 1167         20       RL          64   10475   Pave  <NA>      IR1
## 1172 1172         20       RL          76    9120   Pave  <NA>      Reg
## 1174 1174         50       RL         138   18030   Pave  <NA>      IR1
## 1176 1176         50       RL          85   10678   Pave  <NA>      Reg
## 1177 1177         20       RL          37    6951   Pave  <NA>      IR1
## 1178 1178         50       RM          NA    3950   Pave  Grvl      Reg
## 1179 1179         50       RL          54    7681   Pave  <NA>      IR1
## 1180 1180         20       RL          77    8335   Pave  <NA>      Reg
## 1185 1185         20       RL          50   35133   Grvl  <NA>      Reg
## 1186 1186         50       RL          60    9738   Pave  <NA>      Reg
## 1188 1188         20       RL          89   12461   Pave  <NA>      Reg
## 1193 1193         50       RM          60    9600   Pave  Grvl      Reg
## 1199 1199         20       RL          70    9100   Pave  <NA>      Reg
## 1200 1200         20       RL          75   11235   Pave  <NA>      Reg
## 1201 1201         20       RL          71    9353   Pave  <NA>      Reg
## 1203 1203         50       RM          50    6000   Pave  <NA>      Reg
## 1204 1204         20       RL          75    9750   Pave  <NA>      Reg
## 1205 1205         20       RL          78   10140   Pave  <NA>      Reg
## 1206 1206         20       RL          90   14684   Pave  <NA>      IR1
## 1207 1207         20       RH          NA    8900   Pave  <NA>      Reg
## 1208 1208         20       RL          70    9135   Pave  <NA>      Reg
## 1209 1209         20       RL          70    7763   Pave  <NA>      Reg
## 1210 1210         20       RL          85   10182   Pave  <NA>      IR1
## 1212 1212         50       RL         152   12134   Pave  <NA>      IR1
## 1216 1216         20       RL          99    7094   Pave  <NA>      IR1
## 1218 1218         20       FV          72    8640   Pave  <NA>      Reg
## 1219 1219         50       RM          52    6240   Pave  <NA>      Reg
## 1221 1221         20       RL          66    7800   Pave  <NA>      IR1
## 1222 1222         20       RL          55    8250   Pave  <NA>      Reg
## 1223 1223         50       RL          78   10496   Pave  <NA>      Reg
## 1224 1224         20       RL          89   10680   Pave  <NA>      Reg
## 1228 1228         20       RL          72    8872   Pave  <NA>      Reg
## 1234 1234         20       RL          NA   12160   Pave  <NA>      IR1
## 1239 1239         20       RL          63   13072   Pave  <NA>      Reg
## 1240 1240         20       RL          64    9037   Pave  <NA>      IR1
## 1242 1242         20       RL          83    9849   Pave  <NA>      Reg
## 1244 1244         20       RL         107   13891   Pave  <NA>      Reg
## 1250 1250         20       RL          60    7200   Pave  <NA>      Reg
## 1251 1251         20       RL          93   11160   Pave  <NA>      Reg
## 1253 1253         20       RL          62    9858   Pave  <NA>      Reg
## 1256 1256         50       RM          52    6240   Pave  <NA>      Reg
## 1257 1257         20       RL          91   14303   Pave  <NA>      IR1
## 1260 1260         20       RL          65    9750   Pave  <NA>      Reg
## 1262 1262         20       RL          80    9600   Pave  <NA>      Reg
## 1263 1263         50       RL          NA   11250   Pave  <NA>      Reg
## 1268 1268         20       RL          89   13214   Pave  <NA>      IR1
## 1269 1269         50       RL          NA   14100   Pave  <NA>      IR1
## 1270 1270         50       RL          78   11344   Pave  <NA>      Reg
## 1272 1272         20       RL          NA    9156   Pave  <NA>      IR1
## 1273 1273         20       RL          NA   13526   Pave  <NA>      IR1
## 1275 1275         50       RL          53    5362   Pave  <NA>      Reg
## 1280 1280         50  C (all)          60    7500   Pave  <NA>      Reg
## 1281 1281         20       RL          67    9808   Pave  <NA>      IR1
## 1282 1282         20       RL          50    8049   Pave  <NA>      IR1
## 1283 1283         20       RL          61    8800   Pave  <NA>      IR1
## 1285 1285         50       RL          50    9638   Pave  <NA>      Reg
## 1286 1286         50       RM          50    6000   Pave  <NA>      Reg
## 1287 1287         20       RL          NA    9790   Pave  <NA>      Reg
## 1288 1288         20       RL          NA   36500   Pave  <NA>      IR1
## 1295 1295         20       RL          60    8172   Pave  <NA>      Reg
## 1296 1296         20       RL          70    8400   Pave  <NA>      Reg
## 1297 1297         20       RL          80    8700   Pave  <NA>      Reg
## 1300 1300         20       RL          75    7500   Pave  <NA>      Reg
## 1304 1304         20       RL          73    8688   Pave  <NA>      Reg
## 1306 1306         20       RL         108   13173   Pave  <NA>      IR1
## 1308 1308         20       RL          60    8072   Pave  <NA>      Reg
## 1309 1309         20       RM         100   12000   Pave  <NA>      Reg
## 1310 1310         20       RL          NA    7153   Pave  <NA>      Reg
## 1311 1311         20       RL         100   17500   Pave  <NA>      Reg
## 1312 1312         20       RL          68    8814   Pave  <NA>      Reg
## 1315 1315         20       RL          60    8190   Pave  <NA>      Reg
## 1317 1317         20       RL          61   10226   Pave  <NA>      IR1
## 1319 1319         20       RL          NA   14781   Pave  <NA>      IR2
## 1320 1320         20       RL          75   10215   Pave  <NA>      Reg
## 1321 1321         20       RL          70    8400   Pave  <NA>      Reg
## 1322 1322         20       RL          NA    6627   Pave  <NA>      IR1
## 1325 1325         20       RL          75    9986   Pave  <NA>      Reg
## 1328 1328         20       RL          60    6600   Pave  <NA>      Reg
## 1329 1329         50       RM          60   10440   Pave  Grvl      Reg
## 1331 1331         20       RL          85   10000   Pave  <NA>      Reg
## 1333 1333         20       RL          67    8877   Pave  <NA>      Reg
## 1334 1334         50       RM          60    7200   Pave  <NA>      Reg
## 1336 1336         20       RL          80    9650   Pave  <NA>      Reg
## 1340 1340         20       RL         120    9560   Pave  <NA>      IR1
## 1341 1341         20       RL          70    8294   Pave  <NA>      Reg
## 1342 1342         20       RL          66   13695   Pave  <NA>      Reg
## 1344 1344         50       RL          57    7558   Pave  <NA>      Reg
## 1347 1347         20       RL          NA   20781   Pave  <NA>      IR2
## 1348 1348         20       RL          93   15306   Pave  <NA>      IR1
## 1349 1349         20       RL          NA   16196   Pave  <NA>      IR3
## 1353 1353         50       RM          50    6000   Pave  <NA>      Reg
## 1354 1354         50       RL          56   14720   Pave  <NA>      IR1
## 1357 1357         20       RL          NA    9477   Pave  <NA>      Reg
## 1358 1358         20       RL          NA   12537   Pave  <NA>      IR1
## 1360 1360         20       RL         129   16737   Pave  <NA>      Reg
## 1362 1362         20       RL         124   16158   Pave  <NA>      IR1
## 1363 1363         50       RL          NA   12513   Pave  <NA>      IR1
## 1370 1370         20       RL          48   10635   Pave  <NA>      IR2
## 1371 1371         50       RL          90    5400   Pave  <NA>      Reg
## 1374 1374         20       RL          NA   11400   Pave  <NA>      Reg
## 1376 1376         20       RL          89   10991   Pave  <NA>      IR1
## 1378 1378         50       RL          60   10998   Pave  Grvl      Reg
## 1382 1382         20       RL          NA   12925   Pave  <NA>      IR1
## 1385 1385         50       RL          60    9060   Pave  <NA>      Reg
## 1386 1386         50       RM          40    5436   Pave  <NA>      Reg
## 1388 1388         50       RM          60    8520   Pave  Grvl      Reg
## 1389 1389         20       RL          42   14892   Pave  <NA>      IR1
## 1390 1390         50       RM          60    6000   Pave  <NA>      Reg
## 1391 1391         20       RL          70    9100   Pave  <NA>      Reg
## 1397 1397         20       RL          NA   57200   Pave  <NA>      IR1
## 1399 1399         50       RL          60    7200   Pave  <NA>      Reg
## 1400 1400         50       RL          51    6171   Pave  <NA>      Reg
## 1401 1401         50       RM          50    6000   Pave  <NA>      Reg
## 1403 1403         20       RL          64    6762   Pave  <NA>      Reg
## 1404 1404         20       RL          49   15256   Pave  <NA>      IR1
## 1405 1405         50       RL          60   10410   Pave  Grvl      Reg
## 1408 1408         20       RL          NA    8780   Pave  <NA>      IR1
## 1412 1412         50       RL          80    9600   Pave  <NA>      Reg
## 1414 1414         20       RL          88   10994   Pave  <NA>      IR1
## 1415 1415         50       RL          64   13053   Pave  Pave      Reg
## 1419 1419         20       RL          71    9204   Pave  <NA>      Reg
## 1420 1420         20       RL          NA   16381   Pave  <NA>      IR1
## 1425 1425         20       RL          NA    9503   Pave  <NA>      Reg
## 1426 1426         20       RL          80   10721   Pave  <NA>      IR1
## 1428 1428         50       RL          60   10930   Pave  Grvl      Reg
## 1430 1430         20       RL          NA   12546   Pave  <NA>      IR1
## 1435 1435         20       RL          80   17400   Pave  <NA>      Reg
## 1436 1436         20       RL          80    8400   Pave  <NA>      Reg
## 1437 1437         20       RL          60    9000   Pave  <NA>      Reg
## 1438 1438         20       RL          96   12444   Pave  <NA>      Reg
## 1439 1439         20       RM          90    7407   Pave  <NA>      Reg
## 1445 1445         20       RL          63    8500   Pave  <NA>      Reg
## 1447 1447         20       RL          NA   26142   Pave  <NA>      IR1
## 1449 1449         50       RL          70   11767   Pave  <NA>      Reg
## 1452 1452         20       RL          78    9262   Pave  <NA>      Reg
## 1454 1454         20       RL          90   17217   Pave  <NA>      Reg
## 1455 1455         20       FV          62    7500   Pave  Pave      Reg
## 1457 1457         20       RL          85   13175   Pave  <NA>      Reg
## 1459 1459         20       RL          68    9717   Pave  <NA>      Reg
## 1460 1460         20       RL          75    9937   Pave  <NA>      Reg
##      LandContour Utilities LotConfig LandSlope Neighborhood Condition1
## 2            Lvl    AllPub       FR2       Gtl      Veenker      Feedr
## 6            Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 7            Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 9            Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 11           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 13           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 14           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 15           Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 17           Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 19           Lvl    AllPub    Inside       Gtl      SawyerW       RRAe
## 20           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 23           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 25           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 26           Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 27           Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 28           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 29           Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 32           Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm
## 33           Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 34           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 37           Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 38           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 39           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 41           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 42           Lvl    AllPub    Inside       Gtl       Timber       Norm
## 44           Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 45           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 47           Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 48           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 50           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 52           Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 54           Low    AllPub    Inside       Gtl      Veenker       Norm
## 56           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 60           Bnk    AllPub    Inside       Gtl      CollgCr       Norm
## 61           Lvl    AllPub    Inside       Gtl      SawyerW       RRAe
## 67           Lvl    AllPub    Inside       Gtl        NAmes       PosA
## 68           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 70           Lvl    AllPub    Corner       Gtl      ClearCr       Norm
## 71           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 72           Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 74           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 75           Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 77           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 78           Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 80           Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 83           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 84           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 89           Lvl    AllPub    Corner       Gtl       IDOTRR      Feedr
## 90           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 91           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 92           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 97           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 98           HLS    AllPub    Inside       Gtl      Edwards       Norm
## 100          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 101          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 104          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 105          Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 108          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 109          Lvl    AllPub    Corner       Gtl       IDOTRR     Artery
## 110          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 111          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 114          Bnk    AllPub    Corner       Gtl      Crawfor       Norm
## 117          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 118          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 122          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 123          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 125          Lvl    AllPub   CulDSac       Gtl       NWAmes       Norm
## 130          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 133          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 134          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 135          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 136          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 137          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 141          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 142          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 143          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 144          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 149          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 150          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 151          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 152          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 154          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 156          Lvl    AllPub    Corner       Gtl      Edwards     Artery
## 157          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 161          Lvl    AllPub   CulDSac       Gtl      Veenker       Norm
## 163          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 167          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 170          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 171          Lvl    AllPub    Inside       Gtl      OldTown      Feedr
## 172          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 174          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 175          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 176          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 178          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 179          Lvl    AllPub   CulDSac       Gtl      StoneBr       Norm
## 183          Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 184          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 185          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 188          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 193          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 195          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 197          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 200          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 201          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 202          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 203          Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 205          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 206          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 207          Lvl    AllPub   CulDSac       Gtl       Sawyer       RRAe
## 208          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 210          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 212          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 214          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 216          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 217          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 219          Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 221          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 224          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 225          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 229          Lvl    AllPub       FR2       Gtl       Sawyer      Feedr
## 231          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 234          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 237          Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 239          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 240          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 241          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 243          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 246          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 248          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 250          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 255          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 258          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 260          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 264          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 266          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 270          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 272          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 274          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 275          Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 276          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 277          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 278          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 279          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 282          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 284          Lvl    AllPub    Inside       Gtl      Somerst      Feedr
## 287          Bnk    AllPub    Inside       Gtl        NAmes       Norm
## 288          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 289          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 293          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 295          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 297          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 300          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 303          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 304          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 306          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 308          Lvl    AllPub    Inside       Gtl       IDOTRR     Artery
## 310          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 312          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 314          Low    AllPub    Inside       Sev       Timber       Norm
## 324          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 328          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 332          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 333          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 337          HLS    AllPub    Corner       Gtl      StoneBr       Norm
## 338          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 339          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 340          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 342          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 346          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 347          Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 348          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 353          Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 355          Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 356          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 357          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 362          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 367          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 369          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 370          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 372          Lvl    AllPub    Inside       Gtl      ClearCr      Feedr
## 374          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 379          Lvl    AllPub    Corner       Gtl      StoneBr       Norm
## 381          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 382          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 387          Lvl    AllPub       FR2       Gtl      Edwards      Feedr
## 389          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 391          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 393          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 395          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 396          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 397          Low    AllPub    Inside       Gtl      CollgCr       Norm
## 402          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 406          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 407          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 411          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 413          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 416          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 419          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 420          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 422          Lvl    AllPub       FR2       Gtl       NWAmes       Norm
## 423          HLS    AllPub    Inside       Mod      Mitchel     Artery
## 425          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 428          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 429          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 430          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 432          Bnk    AllPub    Inside       Gtl      OldTown      Feedr
## 437          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 440          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 441          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 443          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 446          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 447          Lvl    AllPub    Corner       Gtl        NAmes       PosA
## 449          Bnk    AllPub    Inside       Gtl       IDOTRR       Norm
## 450          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 452          Low    AllPub    Inside       Mod      ClearCr       Norm
## 456          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 458          Low    AllPub   CulDSac       Mod      ClearCr       Norm
## 460          Bnk    AllPub    Corner       Gtl      BrkSide       Norm
## 463          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 465          HLS    AllPub    Inside       Mod      CollgCr       Norm
## 467          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 469          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 474          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 476          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 477          Lvl    AllPub    Inside       Mod      CollgCr       Norm
## 479          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 481          Lvl    AllPub       FR2       Gtl      NridgHt       Norm
## 482          HLS    AllPub    Inside       Gtl      NridgHt       Norm
## 485          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 486          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 487          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 488          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 492          Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 494          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 497          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 498          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 499          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 500          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 503          Lvl    AllPub    Corner       Gtl      Edwards      Feedr
## 504          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 508          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 510          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 511          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 513          Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 514          Bnk    AllPub    Corner       Gtl      Mitchel       Norm
## 516          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 522          Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 523          Lvl    AllPub    Corner       Gtl      BrkSide      Feedr
## 526          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 527          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 530          Lvl    AllPub   CulDSac       Gtl      Crawfor       Norm
## 533          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 534          Low    AllPub    Inside       Mod      BrkSide       Norm
## 538          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 539          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 540          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 541          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 543          Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 546          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 547          Bnk    AllPub    Inside       Gtl      BrkSide       Norm
## 549          HLS    AllPub    Inside       Gtl      OldTown      Feedr
## 552          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 553          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 554          Lvl    AllPub    Inside       Gtl      Edwards      Feedr
## 557          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 558          Low    AllPub    Inside       Mod       IDOTRR       Norm
## 561          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 562          Lvl    AllPub    Inside       Mod      Mitchel       Norm
## 564          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 568          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 569          Low    AllPub    Inside       Mod      SawyerW       Norm
## 572          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 576          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 577          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 580          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 581          Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 582          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 585          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 586          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 589          Low    AllPub    Inside       Sev      ClearCr       Norm
## 593          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 595          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 596          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 599          Bnk    AllPub    Inside       Gtl      Crawfor       Norm
## 602          Bnk    AllPub    Inside       Gtl       IDOTRR       Norm
## 605          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 607          Low    AllPub    Corner       Mod      CollgCr       Norm
## 608          Bnk    AllPub    Inside       Mod      Edwards       Norm
## 610          Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 614          Lvl    AllPub    Inside       Gtl      Mitchel      Feedr
## 619          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 623          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 626          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 627          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 633          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 634          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 645          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 646          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 647          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 648          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 654          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 655          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 657          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 659          Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 660          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 663          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 665          Lvl    AllPub   CulDSac       Gtl      Somerst       RRAn
## 668          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 669          Bnk    AllPub    Corner       Mod       Sawyer       Norm
## 673          Lvl    AllPub    Inside       Gtl      Veenker       Norm
## 674          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 675          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 679          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 680          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 682          Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 684          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 689          HLS    AllPub    Inside       Gtl      StoneBr       Norm
## 695          Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 696          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 698          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 699          Lvl    AllPub    Inside       Gtl       Sawyer       RRAe
## 701          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 702          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 705          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 707          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 710          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 712          HLS    AllPub    Inside       Mod       IDOTRR       Norm
## 716          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 718          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 720          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 723          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 724          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 725          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 726          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 727          Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 728          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 734          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 735          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 742          Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 743          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 749          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 750          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 751          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 753          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 755          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 761          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 766          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 768          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 769          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 772          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 774          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 775          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 777          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 778          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 781          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 783          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 786          Lvl    AllPub    Inside       Gtl       NWAmes      Feedr
## 787          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 789          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 794          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 797          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 798          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 800          Lvl    AllPub    Corner       Gtl        SWISU      Feedr
## 805          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 806          Lvl    AllPub       FR2       Gtl      Somerst       Norm
## 811          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 813          Bnk    AllPub    Inside       Mod       IDOTRR       Norm
## 814          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 815          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 816          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 817          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 818          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 822          Bnk    AllPub    Inside       Mod      OldTown       Norm
## 824          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 825          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 826          Lvl    AllPub    Inside       Gtl      NridgHt       PosN
## 828          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 831          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 834          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 835          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 836          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 839          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 840          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 845          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 848          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 849          Bnk    AllPub    Inside       Gtl      ClearCr       Norm
## 855          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 856          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 859          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 861          Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 863          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 864          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 865          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 866          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 867          HLS    AllPub    Inside       Gtl       Timber       Norm
## 868          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 871          Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 873          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 875          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 877          HLS    AllPub    Inside       Mod      Mitchel       Norm
## 880          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 881          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 882          Lvl    AllPub   CulDSac       Gtl       Timber       Norm
## 885          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 888          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 889          Lvl    AllPub    Inside       Mod        NAmes       Norm
## 890          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 891          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 893          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 894          Lvl    AllPub    Inside       Gtl       Sawyer       PosN
## 899          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 900          Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 901          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 902          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 904          HLS    AllPub   CulDSac       Gtl      Gilbert       Norm
## 905          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 906          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 907          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 908          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 909          Low    AllPub    Inside       Mod      Mitchel       Norm
## 912          Lvl    AllPub   CulDSac       Mod      CollgCr       Norm
## 917          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 918          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 920          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 923          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 925          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 926          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 929          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 931          HLS    AllPub    Inside       Gtl       Timber       Norm
## 932          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 933          Lvl    AllPub    Corner       Gtl      Somerst       RRNn
## 934          Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 935          HLS    AllPub    Inside       Mod        NAmes       PosA
## 937          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 945          Lvl    NoSeWa   CulDSac       Gtl       Timber       Norm
## 946          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 948          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 950          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 951          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 952          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 958          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 959          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 961          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 964          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 967          HLS    AllPub    Inside       Gtl      Crawfor       Norm
## 968          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 969          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 971          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 974          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 979          Bnk    AllPub    Inside       Mod      Edwards       Norm
## 980          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 983          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 987          Lvl    AllPub    Corner       Gtl      OldTown      Feedr
## 988          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 995          Lvl    AllPub       FR2       Gtl      NridgHt       Norm
## 996          Lvl    AllPub    Inside       Mod      BrkSide      Feedr
## 997          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 998          Lvl    AllPub    Inside       Gtl       NWAmes       PosA
## 1000         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1001         Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1003         Lvl    AllPub    Inside       Gtl      Somerst       RRAn
## 1007         Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 1009         Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 1010         Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 1011         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1015         Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 1017         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1021         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1022         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1023         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1025         Lvl    AllPub    Corner       Gtl       Timber       Norm
## 1026         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1027         Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 1028         HLS    AllPub    Inside       Gtl       Timber       Norm
## 1029         Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 1034         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1036         Lvl    AllPub   CulDSac       Gtl      Edwards       Norm
## 1037         HLS    AllPub    Inside       Gtl       Timber       Norm
## 1041         Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 1045         Lvl    AllPub    Inside       Gtl       NWAmes       PosN
## 1046         Lvl    AllPub   CulDSac       Gtl      Edwards       Norm
## 1048         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1049         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1050         Low    AllPub    Inside       Gtl      Edwards       Norm
## 1051         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1052         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1054         Lvl    AllPub    Inside       Mod      Edwards       Norm
## 1056         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1060         HLS    AllPub    Corner       Mod      Crawfor       Norm
## 1065         Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 1071         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1073         Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 1075         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1077         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1078         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1080         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1081         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1082         Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 1083         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1084         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1093         Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 1094         Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 1095         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1096         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1099         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1100         Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 1102         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1103         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1104         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1107         Lvl    AllPub    Corner       Gtl      SawyerW      Feedr
## 1110         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1113         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1114         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1115         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1116         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1118         Lvl    AllPub       FR2       Gtl       Sawyer      Feedr
## 1120         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1122         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1123         Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1124         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1126         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1128         Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 1131         Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 1132         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1137         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1138         Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 1139         Lvl    AllPub    Inside       Mod      Mitchel       Norm
## 1141         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1144         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1146         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1147         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1149         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1151         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1152         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1153         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1156         Lvl    AllPub    Corner       Gtl      Veenker       Norm
## 1159         Lvl    AllPub       FR2       Gtl      Somerst      Feedr
## 1162         Low    AllPub   CulDSac       Gtl      Crawfor       PosN
## 1163         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1166         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1167         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1172         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1174         Bnk    AllPub    Inside       Gtl      ClearCr       Norm
## 1176         Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 1177         Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 1178         Bnk    AllPub    Inside       Gtl      OldTown     Artery
## 1179         Lvl    AllPub       FR2       Gtl      Crawfor       Norm
## 1180         Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1185         Lvl    AllPub    Inside       Mod       Timber       Norm
## 1186         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1188         Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 1193         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1199         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1200         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1201         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1203         Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 1204         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1205         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1206         Lvl    AllPub   CulDSac       Gtl      SawyerW       Norm
## 1207         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1208         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1209         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1210         Lvl    AllPub   CulDSac       Gtl      Somerst       RRNn
## 1212         Bnk    AllPub    Inside       Mod      Gilbert       Norm
## 1216         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1218         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1219         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1221         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1222         Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 1223         Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 1224         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1228         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1234         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1239         Lvl    AllPub    Inside       Gtl      SawyerW       RRAe
## 1240         HLS    AllPub    Inside       Gtl       Timber       Norm
## 1242         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1244         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1250         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1251         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1253         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1256         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1257         Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 1260         Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 1262         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1263         Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 1268         HLS    AllPub    Inside       Gtl       Timber       Norm
## 1269         Lvl    AllPub    Inside       Mod      Crawfor       Norm
## 1270         Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 1272         Lvl    AllPub    Inside       Gtl       NWAmes       PosN
## 1273         Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm
## 1275         Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 1280         Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 1281         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1282         Lvl    AllPub   CulDSac       Gtl       Timber       Norm
## 1283         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1285         Lvl    AllPub    Inside       Gtl        SWISU      Feedr
## 1286         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1287         Lvl    AllPub    Inside       Gtl       NWAmes      Feedr
## 1288         Low    AllPub    Inside       Mod      ClearCr       Norm
## 1295         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1296         Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 1297         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1300         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1304         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1306         Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 1308         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1309         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1310         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1311         Lvl    AllPub    Inside       Gtl      Crawfor       PosA
## 1312         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1315         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1317         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1319         Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 1320         Bnk    AllPub    Inside       Gtl      Edwards       Norm
## 1321         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1322         Lvl    AllPub    Corner       Gtl      BrkSide      Feedr
## 1325         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1328         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1329         Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 1331         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1333         Lvl    AllPub    Inside       Mod      Edwards       Norm
## 1334         Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 1336         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1340         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1341         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1342         Lvl    AllPub    Inside       Gtl      SawyerW       RRAe
## 1344         Bnk    AllPub    Inside       Gtl      Crawfor       Norm
## 1347         Lvl    AllPub   CulDSac       Gtl       NWAmes       PosN
## 1348         HLS    AllPub    Corner       Gtl       Timber       Norm
## 1349         Low    AllPub    Inside       Gtl      SawyerW       Norm
## 1353         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1354         Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 1357         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1358         Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 1360         Lvl    AllPub       FR3       Gtl      NridgHt       Norm
## 1362         Low    AllPub    Inside       Mod      StoneBr       Norm
## 1363         Lvl    AllPub       FR2       Gtl        NAmes      Feedr
## 1370         Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 1371         Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 1374         Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 1376         HLS    AllPub    Inside       Gtl       Timber       Norm
## 1378         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1382         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1385         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1386         Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 1388         Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 1389         HLS    AllPub   CulDSac       Gtl      Gilbert       Norm
## 1390         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1391         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1397         Bnk    AllPub    Inside       Sev       Timber       Norm
## 1399         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1400         Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 1401         Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 1403         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1404         Lvl    AllPub   CulDSac       Gtl      Somerst       RRAn
## 1405         Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 1408         Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 1412         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1414         Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 1415         Bnk    AllPub    Inside       Gtl      BrkSide       Norm
## 1419         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1420         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1425         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1426         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1428         Bnk    AllPub    Inside       Gtl        NAmes     Artery
## 1430         Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 1435         Low    AllPub    Inside       Mod      Mitchel       Norm
## 1436         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1437         Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 1438         Lvl    AllPub       FR2       Gtl      NridgHt       Norm
## 1439         Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 1445         Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 1447         Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 1449         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1452         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1454         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1455         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1457         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1459         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1460         Lvl    AllPub    Inside       Gtl      Edwards       Norm
##      Condition2 BldgType HouseStyle OverallQual OverallCond YearBuilt
## 2          Norm     1Fam     1Story           6           8      1976
## 6          Norm     1Fam     1.5Fin           5           5      1993
## 7          Norm     1Fam     1Story           8           5      2004
## 9          Norm     1Fam     1.5Fin           7           5      1931
## 11         Norm     1Fam     1Story           5           5      1965
## 13         Norm     1Fam     1Story           5           6      1962
## 14         Norm     1Fam     1Story           7           5      2006
## 15         Norm     1Fam     1Story           6           5      1960
## 17         Norm     1Fam     1Story           6           7      1970
## 19         Norm     1Fam     1Story           5           5      2004
## 20         Norm     1Fam     1Story           5           6      1958
## 23         Norm     1Fam     1Story           8           5      2002
## 25         Norm     1Fam     1Story           5           8      1968
## 26         Norm     1Fam     1Story           8           5      2007
## 27         Norm     1Fam     1Story           5           7      1951
## 28         Norm     1Fam     1Story           8           5      2007
## 29         Norm     1Fam     1Story           5           6      1957
## 32         Norm     1Fam     1Story           5           6      1966
## 33         Norm     1Fam     1Story           8           5      2007
## 34         Norm     1Fam     1Story           5           5      1959
## 37         Norm     1Fam     1Story           5           5      1994
## 38         Norm     1Fam     1Story           5           6      1954
## 39         Norm     1Fam     1Story           5           7      1953
## 41         Norm     1Fam     1Story           6           5      1965
## 42         Norm     1Fam     1Story           5           6      1959
## 44         Norm     1Fam     1Story           5           6      1975
## 45         Norm     1Fam     1Story           5           6      1959
## 47         Norm     1Fam     1.5Fin           7           5      2003
## 48         Norm     1Fam     1Story           8           5      2006
## 50         Norm     1Fam     1Story           5           7      1966
## 52         Norm     1Fam     1.5Fin           6           6      1934
## 54         Norm     1Fam     1Story           9           5      1981
## 56         Norm     1Fam     1Story           6           5      1964
## 60         Norm     1Fam     1Story           5           7      1972
## 61         Norm     1Fam     1Story           6           5      2004
## 67         Norm     1Fam     1Story           7           5      1970
## 68         Norm     1Fam     1Story           7           5      2003
## 70         Norm     1Fam     1.5Fin           7           4      1953
## 71         Norm     1Fam     1Story           7           6      1973
## 72         Norm     1Fam     1Story           4           6      1982
## 74         Norm     1Fam     1Story           5           7      1954
## 75         Norm     1Fam     2Story           3           6      1915
## 77         Norm     1Fam     1Story           4           7      1956
## 78         Norm     1Fam     1.5Fin           5           5      1948
## 80         Norm     1Fam     2Story           5           6      1910
## 83         Norm     1Fam     1Story           8           5      2007
## 84         Norm     1Fam     1Story           5           5      1960
## 89        Feedr     1Fam     1.5Fin           3           2      1915
## 90         Norm     1Fam     1Story           4           5      1994
## 91         Norm     1Fam     1Story           4           5      1950
## 92         Norm     1Fam     1Story           5           3      1961
## 97         Norm     1Fam     1Story           7           5      1999
## 98         Norm     1Fam     1Story           4           5      1965
## 100        Norm     1Fam     1Story           4           5      1959
## 101        Norm     1Fam     1Story           6           7      1977
## 104        Norm     1Fam     1Story           7           5      2009
## 105        Norm     1Fam     1.5Fin           7           4      1931
## 108        Norm     1Fam     1Story           5           5      1948
## 109        Norm     1Fam     1.5Fin           5           7      1919
## 110        Norm     1Fam     1Story           6           6      1977
## 111        Norm     1Fam     1.5Fin           6           4      1954
## 114        Norm     1Fam     1Story           6           5      1953
## 117        Norm     1Fam     1Story           5           5      1962
## 118        Norm     1Fam     1Story           5           5      2006
## 122        Norm     1Fam     1.5Fin           4           5      1939
## 123        Norm     1Fam     1Story           6           7      1958
## 125        Norm     1Fam     1Story           6           5      1979
## 130        Norm     1Fam     1Story           5           7      1958
## 133        Norm     1Fam     1Story           5           6      1959
## 134        Norm     1Fam     1Story           8           5      2001
## 135        Norm     1Fam     1Story           5           6      1968
## 136        Norm     1Fam     1Story           7           6      1970
## 137        Norm     1Fam     1Story           5           5      1967
## 141        Norm     1Fam     1Story           4           5      1971
## 142        Norm     1Fam     1Story           7           5      2005
## 143        Norm     1Fam     1.5Fin           5           4      1952
## 144        Norm     1Fam     1Story           7           5      1999
## 149        Norm     1Fam     1Story           7           5      2004
## 150        Norm     1Fam     1.5Fin           5           4      1936
## 151        Norm     1Fam     1Story           5           6      1975
## 152        Norm     1Fam     1Story           8           5      2007
## 154        Norm     1Fam     1Story           6           7      1960
## 156        Norm     1Fam     1.5Fin           6           5      1924
## 157        Norm     1Fam     1Story           5           7      1950
## 161        Norm     1Fam     1Story           6           6      1984
## 163        Norm     1Fam     1Story           7           5      2005
## 167        Norm     1Fam     1Story           5           5      1955
## 170        Norm     1Fam     1Story           8           6      1981
## 171        Norm     1Fam     1.5Fin           5           6      1941
## 172        Norm     1Fam     1Story           6           5      1960
## 174        Norm     1Fam     1Story           6           5      1961
## 175        Norm     1Fam     1Story           6           5      1986
## 176        Norm     1Fam     1Story           6           7      1950
## 178        Norm     1Fam     1.5Fin           5           5      1958
## 179        Norm     1Fam     1Story           9           5      2008
## 183        Norm     1Fam     1Story           5           6      1957
## 184        Norm     1Fam     1.5Fin           7           5      2003
## 185       Feedr     1Fam     1.5Fin           5           8      1908
## 188        Norm     1Fam     1.5Fin           5           7      1916
## 193        Norm     1Fam     1Story           7           5      1999
## 195        Norm     1Fam     1Story           5           7      1972
## 197        Norm     1Fam     1Story           7           5      2007
## 200        Norm     1Fam     1Story           8           5      2004
## 201        Norm     1Fam     1Story           4           5      2003
## 202        Norm     1Fam     1Story           6           6      1977
## 203        Norm     1Fam     1.5Fin           6           6      1924
## 205        Norm     1Fam     1.5Fin           5           7      1947
## 206        Norm     1Fam     1Story           7           5      1990
## 207        Norm     1Fam     1Story           5           5      1962
## 208        Norm     1Fam     1Story           4           5      1960
## 210        Norm     1Fam     1Story           6           7      1964
## 212        Norm     1Fam     1Story           6           5      2009
## 214        Norm     1Fam     1Story           5           5      1995
## 216        Norm     1Fam     1Story           5           6      1957
## 217        Norm     1Fam     1Story           7           5      2004
## 219        Norm     1Fam     1.5Fin           7           9      1939
## 221        Norm     1Fam     1Story           7           5      2006
## 224        Norm     1Fam     1Story           4           6      1971
## 225        Norm     1Fam     1Story          10           5      2003
## 229        Norm     1Fam     1Story           5           5      1967
## 231        Norm     1Fam     1Story           6           6      1959
## 234        Norm     1Fam     1Story           5           6      1976
## 237        Norm     1Fam     1Story           7           5      2004
## 239        Norm     1Fam     1Story           8           5      2007
## 240        Norm     1Fam     1.5Fin           6           4      1945
## 241        Norm     1Fam     1Story           8           5      2008
## 243        Norm     1Fam     1.5Fin           5           4      1900
## 246        Norm     1Fam     1Story           7           5      1988
## 248        Norm     1Fam     1Story           6           5      1954
## 250        Norm     1Fam     1.5Fin           6           7      1958
## 255        Norm     1Fam     1Story           5           6      1957
## 258        Norm     1Fam     1Story           7           5      2006
## 260        Norm     1Fam     1Story           5           5      1956
## 264        Norm     1Fam     1.5Fin           5           7      1929
## 266        Norm     1Fam     1Story           6           6      1981
## 270        Norm     1Fam     1Story           6           7      1976
## 272        Norm     1Fam     1Story           7           7      1954
## 274        Norm     1Fam     1Story           6           6      1958
## 275        Norm     1Fam     1Story           5           7      1982
## 276        Norm     1Fam     1.5Fin           7           7      1925
## 277        Norm     1Fam     1Story           7           5      2003
## 278        Norm     1Fam     1Story           4           5      1951
## 279        Norm     1Fam     1Story           9           5      2006
## 282        Norm     1Fam     1Story           6           5      2006
## 284        Norm     1Fam     1Story           8           5      2008
## 287        Norm     1Fam     1.5Fin           6           7      1962
## 288        Norm     1Fam     1Story           4           4      1971
## 289        Norm     1Fam     1Story           5           5      1967
## 293        Norm     1Fam     1.5Fin           5           4      1949
## 295        Norm     1Fam     1Story           6           5      1953
## 297        Norm     1Fam     1.5Fin           5           5      1950
## 300        Norm     1Fam     1Story           6           8      1950
## 303        Norm     1Fam     1Story           7           5      2001
## 304        Norm     1Fam     1Story           5           7      1972
## 306        Norm     1Fam     1Story           8           5      2004
## 308        Norm     1Fam     1.5Fin           6           7      1920
## 310        Norm     1Fam     1Story           9           5      2003
## 312        Norm     1Fam     1Story           6           6      1948
## 314        Norm     1Fam     1Story           7           5      1965
## 324        Norm     1Fam     1Story           3           8      1955
## 328        Norm     1Fam     1Story           6           5      1960
## 332        Norm     1Fam     1Story           5           6      1958
## 333        Norm     1Fam     1Story           8           5      2003
## 337        Norm     1Fam     1Story           9           5      2005
## 338        Norm     1Fam     1Story           7           5      2002
## 339        Norm     1Fam     1Story           7           7      1984
## 340        Norm     1Fam     1Story           6           7      1958
## 342        Norm     1Fam     1Story           4           4      1950
## 346        Norm     1Fam     1.5Fin           6           5      1939
## 347        Norm     1Fam     1Story           6           8      1960
## 348        Norm     1Fam     1Story           6           5      1960
## 353        Norm     1Fam     1.5Fin           5           6      1941
## 355        Norm     1Fam     1.5Fin           6           5      1940
## 356        Norm     1Fam     1Story           6           5      1995
## 357        Norm     1Fam     1Story           6           6      1992
## 362        Norm     1Fam     1.5Fin           5           5      1940
## 367        Norm     1Fam     1Story           6           5      1963
## 369        Norm     1Fam     1Story           5           6      1954
## 370        Norm     1Fam     1Story           5           7      1959
## 372        Norm     1Fam     1.5Fin           4           4      1959
## 374        Norm     1Fam     1Story           5           6      1953
## 379        Norm     1Fam     1Story           9           2      2010
## 381        Norm     1Fam     1.5Fin           5           6      1924
## 382        Norm     1Fam     1Story           7           5      2006
## 387        Norm     1Fam     1.5Fin           5           3      1910
## 389        Norm     1Fam     1Story           7           5      1999
## 391        Norm     1Fam     1.5Fin           5           8      1900
## 393        Norm     1Fam     1Story           5           7      1959
## 395        Norm     1Fam     1.5Fin           5           6      1940
## 396        Norm     1Fam     1Story           5           6      1956
## 397        Norm     1Fam     1Story           5           5      1972
## 402        Norm     1Fam     1Story           7           5      2005
## 406        Norm     1Fam     1Story           4           4      1976
## 407        Norm     1Fam     1.5Fin           6           5      1936
## 411        Norm     1Fam     1Story           5           3      1958
## 413        Norm     1Fam     1Story           7           5      2009
## 416        Norm     1Fam     1Story           7           5      2007
## 419        Norm     1Fam     1.5Fin           5           6      1940
## 420        Norm     1Fam     1Story           5           6      1968
## 422        Norm     1Fam     1Story           6           7      1977
## 423        Norm     1Fam     1Story           5           5      1954
## 425        Norm     1Fam     1Story           6           5      1956
## 428        Norm     1Fam     1Story           4           6      1957
## 429        Norm     1Fam     1Story           7           5      2007
## 430        Norm     1Fam     1Story           6           5      1988
## 432        Norm     1Fam     1.5Fin           6           7      1920
## 437        Norm     1Fam     1.5Fin           6           8      1920
## 440        Norm     1Fam     1.5Fin           6           8      1920
## 441        Norm     1Fam     1Story          10           5      2008
## 443        Norm     1Fam     1.5Fin           5           7      1930
## 446        Norm     1Fam     1Story           6           5      1956
## 447        Norm     1Fam     1Story           6           6      1966
## 449        Norm     1Fam     1.5Fin           6           6      1937
## 450        Norm     1Fam     1.5Fin           3           7      1948
## 452        Norm     1Fam     1Story           7           5      1975
## 456        Norm     1Fam     1Story           7           6      1973
## 458        Norm     1Fam     1Story           4           6      1954
## 460        Norm     1Fam     1.5Fin           5           4      1950
## 463        Norm     1Fam     1Story           5           5      1965
## 465        Norm     1Fam     1Story           5           5      1978
## 467        Norm     1Fam     1Story           7           5      1970
## 469        Norm     1Fam     1Story           8           5      2006
## 474        Norm     1Fam     1Story           8           5      2006
## 476        Norm     1Fam     1Story           5           6      1963
## 477        Norm     1Fam     1Story           6           5      1997
## 479        Norm     1Fam     1Story           8           5      2007
## 481        Norm     1Fam     1Story           9           5      2004
## 482        Norm     1Fam     1Story           9           5      2003
## 485        Norm     1Fam     1Story           5           7      1962
## 486        Norm     1Fam     1Story           5           7      1950
## 487        Norm     1Fam     1Story           5           7      1965
## 488        Norm     1Fam     1Story           5           6      1971
## 492        Norm     1Fam     1.5Fin           6           7      1941
## 494        Norm     1Fam     1Story           5           6      1960
## 497        Norm     1Fam     1Story           8           5      1992
## 498        Norm     1Fam     1.5Fin           7           6      1925
## 499        Norm     1Fam     1Story           5           7      1967
## 500        Norm     1Fam     1Story           5           7      1958
## 503        Norm     1Fam     1Story           5           7      1965
## 504        Norm     1Fam     1Story           7           8      1959
## 508        Norm     1Fam     1Story           6           5      2009
## 510        Norm     1Fam     1Story           5           6      1959
## 511        Norm     1Fam     1Story           5           7      1951
## 513        Norm     1Fam     1Story           5           5      1958
## 514        Norm     1Fam     1Story           6           5      1983
## 516        Norm     1Fam     1Story          10           5      2009
## 522        Norm     1Fam     1Story           6           6      1957
## 523        Norm     1Fam     1.5Fin           6           7      1947
## 526        Norm     1Fam     1Story           7           5      2005
## 527        Norm     1Fam     1Story           5           7      1956
## 530        Norm     1Fam     1Story           6           3      1957
## 533        Norm     1Fam     1Story           5           7      1955
## 534        Norm     1Fam     1Story           1           3      1946
## 538        Norm     1Fam     1Story           4           5      1972
## 539        Norm     1Fam     1Story           5           5      1968
## 540        Norm     1Fam     1Story           8           5      2001
## 541        Norm     1Fam     1Story           9           5      2006
## 543        Norm     1Fam     1Story           7           5      1998
## 546        Norm     1Fam     1.5Fin           7           5      1988
## 547        Norm     1Fam     1.5Fin           6           7      1923
## 549        RRNn     1Fam     1Story           5           7      1955
## 552        Norm     1Fam     1Story           5           6      1957
## 553        Norm     1Fam     1Story           8           5      2006
## 554        Norm     1Fam     1Story           4           5      1949
## 557        Norm     1Fam     1Story           5           5      1957
## 558        Norm     1Fam     1.5Fin           4           6      1920
## 561        Norm     1Fam     1Story           5           6      1957
## 562        Norm     1Fam     1Story           5           5      1974
## 564        Norm     1Fam     1.5Fin           6           7      1918
## 568        Norm     1Fam     1Story           7           5      2004
## 569        Norm     1Fam     1.5Fin           8           8      1983
## 572        Norm     1Fam     1Story           6           6      1959
## 576        Norm     1Fam     1.5Fin           5           5      1947
## 577        Norm     1Fam     1.5Fin           7           7      1928
## 580        Norm     1Fam     1.5Fin           5           5      1954
## 581        Norm     1Fam     1Story           6           6      1960
## 582        Norm     1Fam     1Story           8           5      2008
## 585        Norm     1Fam     1.5Fin           4           7      1935
## 586        Norm     1Fam     1Story           8           5      2005
## 589        Norm     1Fam     1Story           5           8      1968
## 593        Norm     1Fam     1Story           5           8      1982
## 595        Norm     1Fam     1Story           5           6      1975
## 596        Norm     1Fam     1Story           8           5      2005
## 599        Norm     1Fam     1Story           5           6      1977
## 602        Norm     1Fam     1.5Fin           6           6      1937
## 605        Norm     1Fam     1Story           7           5      2002
## 607        Norm     1Fam     1Story           5           5      1996
## 608        Norm     1Fam     2Story           5           8      1948
## 610        Norm     1Fam     1Story           4           5      1961
## 614        Norm     1Fam     1Story           5           5      2007
## 619        Norm     1Fam     1Story           9           5      2007
## 623        Norm     1Fam     1Story           5           6      1977
## 626        Norm     1Fam     1Story           6           6      1962
## 627        Norm     1Fam     1Story           5           5      1960
## 633        Norm     1Fam     1Story           7           5      1977
## 634        Norm     1Fam     1Story           5           7      1954
## 645        Norm     1Fam     1Story           9           5      2009
## 646        Norm     1Fam     1Story           6           5      1971
## 647        Norm     1Fam     1Story           5           5      1950
## 648        Norm     1Fam     1Story           6           5      1953
## 654        Norm     1Fam     1.5Fin           6           7      1906
## 655        Norm     1Fam     1Story           8           6      1995
## 657        Norm     1Fam     1Story           5           7      1959
## 659        Norm     1Fam     1.5Fin           6           5      1948
## 660        Norm     1Fam     1Story           5           7      1964
## 663        Norm     1Fam     1Story           6           3      1968
## 665        Norm     1Fam     1Story           8           5      2005
## 668        Norm     1Fam     1Story           6           5      1994
## 669        Norm     1Fam     1Story           5           6      1956
## 673        Norm     1Fam     1Story           6           6      1977
## 674        Norm     1Fam     1Story           6           7      1957
## 675        Norm     1Fam     1Story           6           6      1965
## 679        Norm     1Fam     1Story           8           5      2008
## 680        Norm     1Fam     1Story           5           5      1961
## 682        Norm     1Fam     1.5Fin           5           5      1932
## 684        Norm     1Fam     1Story           9           5      2002
## 689        Norm     1Fam     1Story           8           6      2007
## 695        Norm     1Fam     1.5Fin           5           6      1936
## 696        Norm     1Fam     1Story           6           6      1987
## 698        Norm     1Fam     1Story           5           7      1952
## 699        Norm     1Fam     1Story           5           8      1965
## 701        Norm     1Fam     1Story           8           5      2002
## 702        Norm     1Fam     1Story           7           5      1969
## 705        Norm     1Fam     1Story           7           5      2004
## 707        Norm     1Fam     1Story           7           5      1971
## 710        Norm     1Fam     1Story           5           7      1966
## 712        Norm     1Fam     1.5Fin           4           7      1900
## 716        Norm     1Fam     1Story           6           5      1974
## 718        Norm     1Fam     1Story           5           6      1973
## 720        Norm     1Fam     1Story           5           6      1969
## 723        Norm     1Fam     1Story           4           7      1970
## 724        Norm     1Fam     1.5Fin           4           6      1954
## 725        Norm     1Fam     1Story           9           5      2007
## 726        Norm     1Fam     1Story           4           6      1970
## 727        Norm     1Fam     1Story           6           9      1988
## 728        Norm     1Fam     1Story           7           5      2007
## 734        Norm     1Fam     1Story           5           6      1961
## 735        Norm     1Fam     1Story           5           5      1968
## 742        Norm     1Fam     1Story           6           8      1961
## 743        Norm     1Fam     1Story           7           5      2000
## 749        Norm     1Fam     1Story           7           5      1996
## 750        Norm     1Fam     1.5Fin           4           3      1945
## 751        Norm     1Fam     1.5Fin           4           7      1910
## 753        Norm     1Fam     1Story           6           5      1997
## 755        Norm     1Fam     1Story           6           8      1969
## 761        Norm     1Fam     1Story           6           6      1959
## 766        Norm     1Fam     1Story           9           5      2008
## 768        Norm     1Fam     1.5Fin           6           7      1940
## 769        Norm     1Fam     1Story           7           5      2004
## 772        Norm     1Fam     1Story           4           5      1951
## 774        Norm     1Fam     1Story           5           5      1958
## 775        Norm     1Fam     1Story           8           5      2006
## 777        Norm     1Fam     1Story           7           5      2005
## 778        Norm     1Fam     1Story           5           5      1974
## 781        Norm     1Fam     1Story           7           5      1995
## 783        Norm     1Fam     1Story           7           5      2001
## 786        Norm     1Fam     1Story           6           5      1967
## 787        Norm     1Fam     1.5Fin           5           6      1915
## 789        Norm     1Fam     1Story           4           7      1954
## 794        Norm     1Fam     1Story           8           5      2007
## 797        Norm     1Fam     1Story           6           5      1977
## 798        Norm     1Fam     1Story           5           5      1953
## 800        Norm     1Fam     1.5Fin           5           7      1937
## 805        Norm     1Fam     1Story           5           5      1954
## 806        Norm     1Fam     1Story           7           5      2008
## 811        Norm     1Fam     1Story           6           6      1974
## 813        Norm     1Fam     1Story           5           5      1952
## 814        Norm     1Fam     1Story           6           6      1958
## 815        Norm     1Fam     1.5Fin           5           7      1918
## 816        Norm     1Fam     1Story           7           5      1998
## 817        Norm     1Fam     1Story           5           6      1954
## 818        Norm     1Fam     1Story           8           5      2002
## 822        Norm   2fmCon     1Story           4           4      1953
## 824        Norm     1Fam     1.5Fin           6           7      1940
## 825        Norm     1Fam     1Story           8           5      2006
## 826        PosN     1Fam     1Story          10           5      2007
## 828        Norm     1Fam     1Story           7           5      2001
## 831        Norm     1Fam     1Story           6           5      1957
## 834        Norm     1Fam     1Story           6           6      1964
## 835        Norm     1Fam     1Story           5           6      1961
## 836        Norm     1Fam     1Story           4           7      1950
## 839        Norm     1Fam     1Story           5           6      1995
## 840        Norm     1Fam     1.5Fin           5           6      1946
## 845        Norm     1Fam     1.5Fin           5           8      1915
## 848        Norm     1Fam     1Story           5           6      1972
## 849        Norm     1Fam     1.5Fin           6           8      1908
## 855        Norm     1Fam     1Story           5           4      1955
## 856        Norm     1Fam     1Story           5           8      1962
## 859        Norm     1Fam     1Story           7           5      1976
## 861        Norm     1Fam     1.5Fin           7           8      1918
## 863        Norm     1Fam     1Story           6           5      1984
## 864        Norm     1Fam     1Story           5           5      1959
## 865        Norm     1Fam     1Story           7           5      2007
## 866        Norm     1Fam     1Story           5           6      1970
## 867        Norm     1Fam     1Story           8           5      2006
## 868        Norm     1Fam     1Story           4           5      1961
## 871        Norm     1Fam     1Story           5           5      1962
## 873        Norm     1Fam     1Story           5           7      1953
## 875        Norm     1Fam     1.5Fin           5           6      1941
## 877        Norm     1Fam     1Story           4           5      1963
## 880        Norm     1Fam     1Story           5           8      1978
## 881        Norm     1Fam     1Story           5           5      2005
## 882        Norm     1Fam     1.5Fin           7           5      1990
## 885        Norm     1Fam     1Story           5           5      1967
## 888        Norm     1Fam     1.5Fin           5           7      1955
## 889        Norm     1Fam     1Story           8           6      1970
## 890        Norm     1Fam     1Story           6           4      1953
## 891        Norm     1Fam     1.5Fin           5           7      1949
## 893        Norm     1Fam     1Story           6           8      1963
## 894        Norm     1Fam     1Story           5           5      1954
## 899        Norm     1Fam     1Story           9           5      2009
## 900        Norm     1Fam     1Story           5           7      1961
## 901        Norm     1Fam     1Story           4           6      1971
## 902        Norm     1Fam     1Story           5           7      1957
## 904        Norm     1Fam     1Story           7           5      2006
## 905        Norm     1Fam     1Story           5           6      1967
## 906        Norm     1Fam     1Story           5           5      1954
## 907        Norm     1Fam     1Story           8           5      2006
## 908        Norm     1Fam     1.5Fin           7           7      1936
## 909        Norm     1Fam     1Story           5           5      1983
## 912        Norm     1Fam     1Story           5           7      1977
## 917        Norm     1Fam     1Story           2           3      1949
## 918        Norm     1Fam     1Story           4           6      1956
## 920        Norm     1Fam     1Story           6           8      1958
## 923        Norm     1Fam     1Story           6           5      2005
## 925        Norm     1Fam     1Story           6           6      1980
## 926        Norm     1Fam     1Story           5           6      1977
## 929        Norm     1Fam     1Story           8           5      2001
## 931        Norm     1Fam     1Story           8           5      2007
## 932        Norm     1Fam     1Story           5           6      1965
## 933        Norm     1Fam     1Story           9           5      2006
## 934        Norm     1Fam     1Story           7           5      2004
## 935        Norm     1Fam     1Story           7           7      1960
## 937        Norm     1Fam     1Story           7           5      2003
## 945        Norm     1Fam       SLvl           6           6      1958
## 946        Norm     1Fam     1.5Fin           5           6      1890
## 948        Norm     1Fam     1Story           8           5      2002
## 950        Norm     1Fam     1Story           6           7      1972
## 951        Norm     1Fam     1Story           5           8      1950
## 952        Norm     1Fam     1Story           5           5      1965
## 958        Norm     1Fam     1Story           5           5      1962
## 959        Norm     1Fam     1Story           7           5      2003
## 961        Norm     1Fam     1Story           5           7      1958
## 964        Norm     1Fam     1Story           9           5      2007
## 967        Norm     1Fam     1.5Fin           5           7      1940
## 968        Norm     1Fam     1Story           5           7      1955
## 969        Norm     1Fam     1.5Fin           3           6      1910
## 971        Norm     1Fam     1.5Fin           4           4      1949
## 974        Norm     1Fam     1Story           7           5      2007
## 979        Norm     1Fam     1Story           4           5      1954
## 980        Norm     1Fam     1Story           5           6      1963
## 983        Norm     1Fam     1Story           7           5      2007
## 987        Norm     1Fam     1.5Fin           6           8      1910
## 988        Norm     1Fam     1Story           9           5      2009
## 995        Norm     1Fam     1Story          10           5      2006
## 996        Norm     1Fam     1.5Fin           4           7      1946
## 997        Norm     1Fam     1Story           5           6      1961
## 998        Norm     1Fam     1Story           6           6      1970
## 1000       Norm     1Fam     1Story           7           5      2006
## 1001       Norm     1Fam     1Story           3           3      1952
## 1003       Norm     1Fam     1Story           8           5      2006
## 1007       Norm     1Fam     1Story           6           3      1970
## 1009       Norm     1Fam     1Story           7           5      2004
## 1010       Norm     1Fam     1.5Fin           5           5      1926
## 1011       Norm     1Fam     1.5Fin           5           5      1948
## 1015       Norm     1Fam     1Story           6           5      1948
## 1017       Norm     1Fam     1Story           7           5      1996
## 1021       Norm     1Fam     1Story           4           5      2005
## 1022       Norm     1Fam     1Story           7           5      2006
## 1023       Norm     1Fam     1.5Fin           5           5      1930
## 1025       Norm     1Fam     1Story           8           6      1976
## 1026       Norm     1Fam     1Story           5           5      1972
## 1027       Norm     1Fam     1Story           5           5      1960
## 1028       Norm     1Fam     1Story           8           5      2007
## 1029       Norm     1Fam     1.5Fin           5           5      1941
## 1034       Norm     1Fam     1Story           7           5      2002
## 1036       Norm     1Fam     1Story           4           3      1957
## 1037       Norm     1Fam     1Story           9           5      2007
## 1041       Norm     1Fam     1Story           5           4      1957
## 1045       Norm     1Fam     1Story           8           5      1981
## 1046       Norm     1Fam     1Story           3           5      1955
## 1048       Norm     1Fam     1Story           5           5      1994
## 1049       Norm     1Fam     1Story           5           4      1960
## 1050       Norm     1Fam     1Story           4           7      1946
## 1051       Norm     1Fam     1Story           7           5      2007
## 1052       Norm     1Fam     1Story           7           5      2007
## 1054       Norm     1Fam     1Story           5           6      1957
## 1056       Norm     1Fam     1Story           6           5      1976
## 1060       Norm     1Fam     1.5Fin           6           7      1932
## 1065       Norm     1Fam     1Story           5           6      1966
## 1071       Norm     1Fam     1Story           5           5      1956
## 1073       Norm     1Fam     1.5Fin           5           3      1948
## 1075       Norm     1Fam     1Story           7           5      2006
## 1077       Norm     1Fam     1.5Fin           5           8      1936
## 1078       Norm     1Fam     1Story           5           5      1969
## 1080       Norm     1Fam     1Story           5           5      1994
## 1081       Norm     1Fam     1Story           6           7      1971
## 1082       Norm     1Fam     1Story           5           5      1963
## 1083       Norm     1Fam     1Story           7           5      2002
## 1084       Norm     1Fam     1Story           6           6      1964
## 1093       Norm     1Fam     1.5Fin           6           5      1925
## 1094       Norm     1Fam     1Story           5           8      1965
## 1095       Norm     1Fam     1Story           5           7      1956
## 1096       Norm     1Fam     1Story           6           5      2006
## 1099       Norm     1Fam     1.5Fin           4           6      1936
## 1100       Norm     1Fam     1Story           7           5      1978
## 1102       Norm     1Fam     1Story           5           5      1971
## 1103       Norm     1Fam     1Story           5           7      1960
## 1104       Norm     1Fam     1Story           6           6      1959
## 1107       Norm     1Fam     1Story           7           5      1990
## 1110       Norm     1Fam     1Story           8           5      2004
## 1113       Norm     1Fam     1Story           5           7      1957
## 1114       Norm     1Fam     1Story           5           7      1953
## 1115       Norm     1Fam     1Story           5           7      1954
## 1116       Norm     1Fam     1Story           8           5      2007
## 1118       Norm     1Fam     1Story           5           7      1967
## 1120       Norm     1Fam     1Story           5           5      1959
## 1122       Norm     1Fam     1Story           7           5      2005
## 1123       Norm     1Fam     1Story           4           3      1956
## 1124       Norm     1Fam     1Story           5           9      1947
## 1126       Norm     1Fam     1Story           4           5      1955
## 1128       Norm     1Fam     1Story           7           5      2004
## 1131       Norm     1Fam     1.5Fin           4           3      1928
## 1132       Norm     1Fam     1Story           5           5      1991
## 1137       Norm     1Fam     1.5Fin           6           5      1950
## 1138       Norm     1Fam     1.5Fin           5           8      1875
## 1139       Norm     1Fam     1Story           6           5      1977
## 1141       Norm     1Fam     1Story           5           7      1951
## 1144       Norm     1Fam     1Story           5           3      1959
## 1146       Norm     1Fam     1.5Fin           5           6      1928
## 1147       Norm     1Fam     1Story           6           5      1985
## 1149       Norm     1Fam     1.5Fin           7           7      1926
## 1151       Norm     1Fam     1Story           6           5      1950
## 1152       Norm     1Fam     1Story           5           4      1959
## 1153       Norm     1Fam     1Story           6           7      1956
## 1156       Norm     1Fam     1Story           5           8      1976
## 1159       Norm     1Fam     1Story           8           5      2007
## 1162       Norm     1Fam     1Story           6           7      1954
## 1163       Norm     1Fam     1Story           5           5      1968
## 1166       Norm     1Fam     1Story           7           5      2009
## 1167       Norm     1Fam     1Story           8           5      2008
## 1172       Norm     1Fam     1Story           6           6      1958
## 1174       Norm     1Fam     1.5Fin           5           6      1946
## 1176       Norm     1Fam     1.5Fin           8           5      1992
## 1177       Norm     1Fam     1Story           5           5      1984
## 1178       Norm     1Fam     1.5Fin           6           8      1926
## 1179       Norm     1Fam     1.5Fin           5           6      1921
## 1180       Norm     1Fam     1Story           5           5      1954
## 1185       Norm     1Fam     1Story           5           4      1963
## 1186       Norm     1Fam     1.5Fin           5           7      1924
## 1188       Norm     1Fam     1Story           8           5      1994
## 1193       Norm     1Fam     1.5Fin           5           8      1925
## 1199       Norm     1Fam     1Story           7           5      2001
## 1200       Norm     1Fam     1Story           4           5      1963
## 1201       Norm     1Fam     1Story           4           5      1970
## 1203       Norm     1Fam     1.5Fin           5           8      1925
## 1204       Norm     1Fam     1Story           7           5      2000
## 1205       Norm     1Fam     1Story           5           6      1975
## 1206       Norm     1Fam     1Story           7           7      1990
## 1207       Norm     1Fam     1Story           4           4      1966
## 1208       Norm     1Fam     1Story           6           5      2003
## 1209       Norm     1Fam     1Story           5           7      1962
## 1210       Norm     1Fam     1Story           8           5      2006
## 1212       Norm     1Fam     1.5Fin           8           7      1988
## 1216       Norm     1Fam     1Story           5           5      1966
## 1218       Norm     1Fam     1Story           8           5      2009
## 1219       Norm     1Fam     1.5Fin           4           5      1947
## 1221       Norm     1Fam     1Story           5           5      1964
## 1222       Norm     1Fam     1Story           5           5      1968
## 1223       Norm     1Fam     1.5Fin           6           6      1949
## 1224       Norm     1Fam     1Story           5           3      1951
## 1228       Norm     1Fam     1Story           5           8      1965
## 1234       Norm     1Fam     1Story           5           5      1959
## 1239       Norm     1Fam     1Story           6           5      2005
## 1240       Norm     1Fam     1Story           8           5      2006
## 1242       Norm     1Fam     1Story           7           6      2007
## 1244       Norm     1Fam     1Story          10           5      2006
## 1250       Norm     1Fam     1Story           5           7      1950
## 1251       Norm     1Fam     1Story           7           5      1968
## 1253       Norm     1Fam     1Story           5           6      1968
## 1256       Norm     1Fam     1.5Fin           6           6      1931
## 1257       Norm     1Fam     1Story           8           5      1994
## 1260       Norm     1Fam     1Story           6           8      1969
## 1262       Norm     1Fam     1Story           5           6      1956
## 1263       Norm     1Fam     1.5Fin           4           5      1957
## 1268       Norm     1Fam     1Story           9           5      2008
## 1269       Norm     1Fam     1.5Fin           8           9      1935
## 1270       Norm     1Fam     1.5Fin           5           5      1958
## 1272       Norm     1Fam     1Story           6           7      1968
## 1273       Norm     1Fam     1Story           5           6      1965
## 1275       Norm     1Fam     1.5Fin           5           6      1910
## 1280       Norm     1Fam     1.5Fin           4           4      1920
## 1281       Norm     1Fam     1Story           7           5      2002
## 1282       Norm     1Fam     1Story           7           5      1990
## 1283       Norm     1Fam     1Story           5           7      1977
## 1285       Norm     1Fam     1.5Fin           6           7      1919
## 1286       Norm     1Fam     1.5Fin           6           6      1939
## 1287       Norm     1Fam     1Story           6           5      1963
## 1288       Norm     1Fam     1Story           5           5      1964
## 1295       Norm     1Fam     1Story           5           7      1955
## 1296       Norm     1Fam     1Story           5           5      1968
## 1297       Norm     1Fam     1Story           5           6      1963
## 1300       Norm     1Fam     1Story           5           7      1959
## 1304       Norm     1Fam     1Story           7           5      2005
## 1306       Norm     1Fam     1Story           9           5      2006
## 1308       Norm     1Fam     1Story           5           5      1994
## 1309       Norm     1Fam     1Story           5           7      1948
## 1310       Norm     1Fam     1Story           6           5      1991
## 1311       Norm     1Fam     1Story           7           8      1959
## 1312       Norm     1Fam     1Story           7           5      2005
## 1315       Norm     1Fam     1Story           4           6      1954
## 1317       Norm     1Fam     1Story           8           5      2008
## 1319       Norm     1Fam     1Story           8           5      2001
## 1320       Norm     1Fam     1Story           4           5      1954
## 1321       Norm     1Fam     1Story           6           3      1957
## 1322       Norm     1Fam     1Story           3           6      1949
## 1325       Norm     1Fam     1Story           8           5      2006
## 1328       Norm     1Fam     1Story           5           9      1982
## 1329       Norm     1Fam     1.5Fin           6           7      1920
## 1331       Norm     1Fam     1Story           8           5      2006
## 1333       Norm     1Fam     1Story           4           6      1938
## 1334       Norm     1Fam     1.5Fin           5           6      1938
## 1336       Norm     1Fam     1Story           6           5      1977
## 1340       Norm     1Fam     1Story           5           7      1972
## 1341       Norm     1Fam     1Story           4           5      1971
## 1342       Norm     1Fam     1Story           6           5      2003
## 1344       Norm     1Fam     1.5Fin           6           6      1928
## 1347       Norm     1Fam     1Story           7           7      1968
## 1348       Norm     1Fam     1Story           8           5      2006
## 1349       Norm     1Fam     1Story           7           5      1998
## 1353       Norm     1Fam     1.5Fin           6           9      1937
## 1354       Norm     1Fam     1.5Fin           8           5      1995
## 1357       Norm     1Fam     1Story           5           5      1966
## 1358       Norm     1Fam     1Story           5           6      1971
## 1360       Norm     1Fam     1Story           9           5      2004
## 1362       Norm     1Fam     1Story           7           5      2005
## 1363       Norm     1Fam     1.5Fin           4           4      1920
## 1370       Norm     1Fam     1Story           8           5      2003
## 1371       Norm     1Fam     1.5Fin           4           6      1920
## 1374       Norm     1Fam     1Story          10           5      2001
## 1376       Norm     1Fam     1Story           8           5      2007
## 1378       Norm     1Fam     1.5Fin           5           5      1941
## 1382       Norm     1Fam     1Story           6           7      1970
## 1385       Norm     1Fam     1.5Fin           6           5      1939
## 1386       Norm     1Fam     1.5Fin           4           8      1922
## 1388       Norm     1Fam     1.5Fin           6           7      1916
## 1389       Norm     1Fam     1Story           9           5      2006
## 1390       Norm     1Fam     1.5Fin           6           6      1941
## 1391       Norm     1Fam     1Story           7           5      2000
## 1397       Norm     1Fam     1Story           5           5      1948
## 1399       Norm     1Fam     1.5Fin           5           4      1950
## 1400       Norm     1Fam     1.5Fin           6           6      1925
## 1401       Norm     1Fam     1.5Fin           6           7      1929
## 1403       Norm     1Fam     1Story           7           5      2006
## 1404       Norm     1Fam     1Story           8           5      2007
## 1405       Norm     1Fam     1.5Fin           3           4      1915
## 1408       Norm     1Fam     1Story           5           5      1985
## 1412       Norm     1Fam     1.5Fin           6           8      1950
## 1414       Norm     1Fam     1Story           8           5      2005
## 1415       Norm     1Fam     1.5Fin           6           7      1923
## 1419       Norm     1Fam     1Story           5           5      1963
## 1420       Norm     1Fam     1Story           6           5      1969
## 1425       Norm     1Fam     1Story           5           5      1958
## 1426       Norm     1Fam     1Story           6           6      1959
## 1428       Norm     1Fam     1.5Fin           5           6      1945
## 1430       Norm     1Fam     1Story           6           7      1981
## 1435       Norm     1Fam     1Story           5           5      1977
## 1436       Norm     1Fam     1Story           6           9      1962
## 1437       Norm     1Fam     1Story           4           6      1971
## 1438       Norm     1Fam     1Story           8           5      2008
## 1439       Norm     1Fam     1Story           6           7      1957
## 1445       Norm     1Fam     1Story           7           5      2004
## 1447       Norm     1Fam     1Story           5           7      1962
## 1449       Norm     1Fam     2Story           4           7      1910
## 1452       Norm     1Fam     1Story           8           5      2008
## 1454       Norm     1Fam     1Story           5           5      2006
## 1455       Norm     1Fam     1Story           7           5      2004
## 1457       Norm     1Fam     1Story           6           6      1978
## 1459       Norm     1Fam     1Story           5           6      1950
## 1460       Norm     1Fam     1Story           5           6      1965
##      YearRemodAdd RoofStyle RoofMatl Exterior1st Exterior2nd MasVnrType
## 2            1976     Gable  CompShg     MetalSd     MetalSd       None
## 6            1995     Gable  CompShg     VinylSd     VinylSd       None
## 7            2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 9            1950     Gable  CompShg     BrkFace     Wd Shng       None
## 11           1965       Hip  CompShg     HdBoard     HdBoard       None
## 13           1962       Hip  CompShg     HdBoard     Plywood       None
## 14           2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 15           1960       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 17           1970     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 19           2004     Gable  CompShg     VinylSd     VinylSd       None
## 20           1965       Hip  CompShg     BrkFace     Plywood       None
## 23           2002       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 25           2001     Gable  CompShg     Plywood     Plywood       None
## 26           2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 27           2000     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 28           2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 29           1997     Gable  CompShg     MetalSd     MetalSd       None
## 32           2006     Gable  CompShg     HdBoard     HdBoard       None
## 33           2007     Gable  CompShg     VinylSd     VinylSd       None
## 34           1959       Hip  CompShg     BrkFace     BrkFace       None
## 37           1995     Gable  CompShg     VinylSd     VinylSd       None
## 38           1990       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 39           2007     Gable  CompShg     VinylSd     VinylSd       None
## 41           1965     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 42           1959     Gable  CompShg     VinylSd     VinylSd       None
## 44           1980       Hip  CompShg     VinylSd     VinylSd       None
## 45           1959     Gable  CompShg     BrkFace     Wd Sdng       None
## 47           2003     Gable  CompShg     VinylSd     VinylSd       None
## 48           2006     Gable  CompShg     VinylSd     VinylSd       None
## 50           1966     Gable  CompShg     HdBoard     HdBoard       None
## 52           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 54           1987     Gable  WdShngl     WdShing     Wd Shng       None
## 56           1964     Gable  CompShg     HdBoard     Plywood    BrkFace
## 60           1972     Gable  CompShg     HdBoard     HdBoard       None
## 61           2004     Gable  CompShg     VinylSd     VinylSd       None
## 67           1989     Gable  CompShg     Plywood     Plywood    BrkFace
## 68           2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 70           1953     Gable  CompShg     BrkFace     AsbShng       None
## 71           1973     Gable  CompShg     Plywood     Plywood    BrkFace
## 72           2006     Gable  CompShg     HdBoard     Plywood       None
## 74           2003     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 75           1950   Gambrel  CompShg     VinylSd     VinylSd       None
## 77           1956     Gable  CompShg     VinylSd     VinylSd       None
## 78           2001     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 80           1981     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 83           2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 84           1960     Gable  CompShg     MetalSd     MetalSd     BrkCmn
## 89           1982       Hip  CompShg     Plywood     Plywood       None
## 90           1995     Gable  CompShg     VinylSd     VinylSd       None
## 91           1950     Gable  CompShg     BrkFace     Wd Sdng       None
## 92           1961       Hip  CompShg     HdBoard     HdBoard     BrkCmn
## 97           1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 98           1965       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 100          1959     Gable  CompShg     Plywood     Plywood       None
## 101          2001     Gable  CompShg     Plywood     Plywood    BrkFace
## 104          2009     Gable  CompShg     VinylSd     VinylSd       None
## 105          1950     Gable  CompShg      Stucco      Stucco    BrkFace
## 108          1950     Gable  CompShg     VinylSd     VinylSd       None
## 109          2005     Gable  CompShg     CemntBd     CmentBd       None
## 110          1977       Hip  CompShg     Plywood     Plywood    BrkFace
## 111          1972     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 114          1953       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 117          1962     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 118          2007     Gable  CompShg     VinylSd     VinylSd       None
## 122          1950     Gable  CompShg     AsbShng     AsbShng       None
## 123          1958       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 125          1998     Gable  CompShg     HdBoard     HdBoard       None
## 130          1991     Gable  CompShg     Plywood     Plywood    BrkFace
## 133          2002     Gable  CompShg     MetalSd     MetalSd       None
## 134          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 135          1993     Gable  CompShg     Plywood     Plywood       None
## 136          1970       Hip  CompShg     Plywood     Plywood    BrkFace
## 137          1967     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 141          1971     Gable  CompShg     HdBoard     HdBoard       None
## 142          2005     Gable  CompShg     VinylSd     VinylSd       None
## 143          1952     Gable  CompShg     BrkFace     Wd Sdng       None
## 144          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 149          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 150          1950     Gable  CompShg     MetalSd     MetalSd       None
## 151          1975     Gable  CompShg     HdBoard     HdBoard       None
## 152          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 154          1975      Flat  CompShg     BrkFace     Plywood       None
## 156          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 157          1950       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 161          1984     Gable  CompShg     Plywood     Plywood       None
## 163          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 167          1993       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 170          1981       Hip  WdShake     Plywood     Plywood    BrkFace
## 171          1950     Gable  CompShg     MetalSd     MetalSd       None
## 172          1960       Hip  CompShg     BrkFace     Plywood      Stone
## 174          1961     Gable  CompShg     WdShing     Wd Shng     BrkCmn
## 175          1986     Gable  CompShg     VinylSd     Plywood      Stone
## 176          2001     Gable  CompShg     WdShing     Wd Shng       None
## 178          1958     Gable  CompShg     MetalSd     MetalSd       None
## 179          2009       Hip  CompShg     VinylSd     VinylSd      Stone
## 183          2006       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 184          2003     Gable  CompShg     VinylSd     VinylSd       None
## 185          1991     Gable  CompShg     AsbShng     Plywood       None
## 188          1987     Gable  CompShg     HdBoard     HdBoard       None
## 193          1999     Gable  CompShg     VinylSd     VinylSd       None
## 195          1972       Hip  CompShg     HdBoard     HdBoard       None
## 197          2007       Hip  CompShg     CemntBd     CmentBd      Stone
## 200          2005       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 201          2004     Gable  CompShg     VinylSd     VinylSd       None
## 202          1977     Gable  CompShg     Plywood     Plywood       None
## 203          1950     Gable  CompShg     MetalSd     MetalSd       None
## 205          1950     Gable  CompShg     AsbShng     AsbShng       None
## 206          1990     Gable  CompShg     HdBoard     HdBoard       None
## 207          1962     Gable  CompShg     HdBoard     HdBoard       None
## 208          1960     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 210          1964       Hip  CompShg     HdBoard     HdBoard      Stone
## 212          2009     Gable  CompShg     VinylSd     VinylSd       None
## 214          1995     Gable  CompShg     VinylSd     VinylSd       None
## 216          1996     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 217          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 219          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 221          2006     Gable  CompShg     VinylSd     VinylSd       None
## 224          1971     Gable  CompShg     HdBoard     HdBoard       None
## 225          2003       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 229          1967     Gable  CompShg     HdBoard     HdBoard       None
## 231          1959       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 234          1976     Gable  CompShg     HdBoard     HdBoard       None
## 237          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 239          2007       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 240          1950     Gable  CompShg     VinylSd     VinylSd       None
## 241          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 243          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 246          1988     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 248          1954       Hip  CompShg     Wd Sdng     BrkFace       None
## 250          2006     Gable  CompShg     Wd Sdng     HdBoard     BrkCmn
## 255          1957     Gable  CompShg     MetalSd     MetalSd       None
## 258          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 260          1956     Gable  CompShg     BrkFace     BrkFace       None
## 264          2001     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 266          1981     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 270          1976       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 272          2005      Flat  Membran     Plywood     Plywood       None
## 274          1988       Hip  CompShg     Wd Sdng     Wd Sdng     BrkCmn
## 275          1982     Gable  CompShg     HdBoard     ImStucc       None
## 276          2007     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 277          2003     Gable  CompShg     VinylSd     VinylSd       None
## 278          1951     Gable  CompShg     VinylSd     VinylSd       None
## 279          2007     Gable  CompShg     CemntBd     CmentBd    BrkFace
## 282          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 284          2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 287          1981     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 288          1971     Gable  CompShg     HdBoard     HdBoard       None
## 289          1967     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 293          2008     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 295          1953       Hip  CompShg     HdBoard     HdBoard      Stone
## 297          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 300          2004     Gable  CompShg     HdBoard     HdBoard       None
## 303          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 304          1972     Gable  CompShg     VinylSd     VinylSd       None
## 306          2005     Gable  CompShg     CemntBd     CmentBd      Stone
## 308          1950     Gable  CompShg     MetalSd     MetalSd       None
## 310          2004     Gable  CompShg     VinylSd     VinylSd       None
## 312          2002     Gable  CompShg     VinylSd     VinylSd       None
## 314          1965       Hip  CompShg     BrkFace     BrkFace       None
## 324          2005     Gable  CompShg     VinylSd     VinylSd       None
## 328          1960       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 332          1992     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 333          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 337          2006       Hip  CompShg     VinylSd     VinylSd      Stone
## 338          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 339          1998     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 340          1998       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 342          1950     Gable  CompShg     Wd Sdng     AsbShng       None
## 346          1950     Gable  CompShg     MetalSd     MetalSd       None
## 347          1998       Hip  CompShg     MetalSd     MetalSd       None
## 348          1960     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 353          1950     Gable  CompShg     VinylSd     VinylSd       None
## 355          2000     Gable  CompShg     Wd Sdng     MetalSd       None
## 356          1995     Gable  CompShg     VinylSd     VinylSd       None
## 357          1992     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 362          1982     Gable  CompShg     MetalSd     MetalSd       None
## 367          1963     Gable  CompShg     Plywood     Plywood    BrkFace
## 369          1954     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 370          2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 372          1959     Gable  CompShg     WdShing     Plywood       None
## 374          1953     Gable  CompShg     MetalSd     MetalSd       None
## 379          2010       Hip  CompShg     VinylSd     VinylSd      Stone
## 381          1950     Gable  CompShg     BrkFace     Wd Sdng       None
## 382          2006     Gable  CompShg     VinylSd     VinylSd       None
## 387          1996   Gambrel  CompShg     Wd Sdng     VinylSd       None
## 389          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 391          1950     Gable  CompShg     MetalSd     MetalSd       None
## 393          1959     Gable  CompShg     MetalSd     MetalSd       None
## 395          1950     Gable  CompShg     MetalSd     MetalSd       None
## 396          1956     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 397          1972       Hip  CompShg     MetalSd     MetalSd       None
## 402          2005     Gable  CompShg     VinylSd     VinylSd       None
## 406          1993     Gable  CompShg     Plywood     Plywood       None
## 407          1950     Gable  CompShg     MetalSd     MetalSd       None
## 411          1958     Gable  CompShg     BrkComm     Brk Cmn       None
## 413          2009     Gable  CompShg     MetalSd     MetalSd      Stone
## 416          2007     Gable  CompShg     VinylSd     VinylSd       None
## 419          1950     Gable  CompShg     MetalSd     MetalSd       None
## 420          1968     Gable  CompShg     VinylSd     VinylSd       None
## 422          2000     Gable  CompShg     CemntBd     CmentBd      Stone
## 423          1954       Hip  CompShg     HdBoard     HdBoard       None
## 425          1956     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 428          1957       Hip  CompShg     MetalSd     MetalSd       None
## 429          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 430          1988     Gable  CompShg     HdBoard     HdBoard       None
## 432          1998     Gable  CompShg     MetalSd     MetalSd       None
## 437          1950     Gable  CompShg      Stucco      Stucco       None
## 440          2000     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 441          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 443          1992     Gable  CompShg     MetalSd     MetalSd       None
## 446          1956       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 447          2002     Gable  CompShg     BrkFace     Plywood       None
## 449          1950     Gable  CompShg     MetalSd     MetalSd       None
## 450          2002     Gable  CompShg     MetalSd     MetalSd       None
## 452          1975     Gable  WdShngl     Plywood     Plywood       None
## 456          1973       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 458          1994      Flat  Tar&Grv     Plywood     Plywood       None
## 460          1950     Gable  CompShg     MetalSd     MetalSd     BrkCmn
## 463          1965     Gable  CompShg     MetalSd     MetalSd       None
## 465          1978     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 467          1970      Flat  Tar&Grv     Plywood     Plywood       None
## 469          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 474          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 476          1963       Hip  CompShg     HdBoard     HdBoard       None
## 477          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 479          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 481          2005       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 482          2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 485          2001     Gable  CompShg     HdBoard     Plywood       None
## 486          2007     Gable  CompShg     MetalSd     MetalSd       None
## 487          1965       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 488          1971     Gable  CompShg     Plywood     Plywood       None
## 492          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 494          1960     Gable  CompShg     BrkFace     Wd Sdng       None
## 497          1993       Hip  CompShg     BrkFace     BrkFace       None
## 498          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 499          2004       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 500          1985     Gable  CompShg     MetalSd     MetalSd       None
## 503          1965       Hip  CompShg     MetalSd     MetalSd       None
## 504          1997     Gable  CompShg     BrkFace     Wd Sdng       None
## 508          2009     Gable  CompShg     VinylSd     VinylSd       None
## 510          1959     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 511          2000       Hip  CompShg     Wd Sdng     Wd Sdng     BrkCmn
## 513          1958     Gable  CompShg     VinylSd     VinylSd       None
## 514          1983     Gable  CompShg     VinylSd     VinylSd       None
## 516          2009       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 522          1957     Gable  CompShg     VinylSd     VinylSd       None
## 523          1950     Gable  CompShg     CemntBd     CmentBd       None
## 526          2005     Gable  CompShg     VinylSd     VinylSd       None
## 527          2000       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 530          1975       Hip  CompShg     Wd Sdng       Stone       <NA>
## 533          2007     Gable  CompShg     VinylSd     VinylSd       None
## 534          1950     Gable  CompShg     VinylSd     VinylSd       None
## 538          1972       Hip  CompShg     MetalSd     MetalSd       None
## 539          1968       Hip  CompShg     Plywood     Plywood    BrkFace
## 540          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 541          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 543          1999       Hip  CompShg     VinylSd     VinylSd       None
## 546          1988     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 547          1950     Gable  CompShg     BrkFace     Wd Sdng       None
## 549          1995     Gable  CompShg     MetalSd     MetalSd       None
## 552          1957       Hip  CompShg     BrkFace     BrkFace       None
## 553          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 554          2003     Gable  CompShg     VinylSd     VinylSd       None
## 557          1957     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 558          1950     Gable  CompShg     MetalSd     MetalSd       None
## 561          1996       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 562          1975     Gable  CompShg     HdBoard     HdBoard       None
## 564          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 568          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 569          2009     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 572          1959     Gable  CompShg     WdShing     Wd Shng    BrkFace
## 576          1950     Gable  CompShg     MetalSd     MetalSd       None
## 577          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 580          1954     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 581          1987     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 582          2009       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 585          1995     Gable  CompShg     AsbShng     AsbShng       None
## 586          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 589          2003      Flat  Tar&Grv     Wd Sdng     Wd Sdng       None
## 593          2003     Gable  CompShg     HdBoard     HdBoard       None
## 595          1975       Hip  CompShg     HdBoard     HdBoard       None
## 596          2006     Gable  CompShg     VinylSd       Other    BrkFace
## 599          1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 602          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 605          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 607          1996     Gable  CompShg     VinylSd     VinylSd       None
## 608          2002     Gable  CompShg     MetalSd     MetalSd       None
## 610          1961     Gable  CompShg     VinylSd     VinylSd     BrkCmn
## 614          2007     Gable  CompShg     VinylSd     VinylSd       None
## 619          2007       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 623          1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 626          1962       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 627          1978       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 633          1977       Hip  CompShg     Plywood     Plywood    BrkFace
## 634          2005     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 645          2009     Gable  CompShg     CemntBd     CmentBd      Stone
## 646          1971       Hip  CompShg     Plywood     Plywood       None
## 647          1950       Hip  CompShg     MetalSd     MetalSd       None
## 648          1953       Hip  CompShg     Wd Sdng     Wd Sdng      Stone
## 654          1995     Gable  CompShg     MetalSd     MetalSd       None
## 655          1995       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 657          2006     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 659          1950     Gable  CompShg     VinylSd     VinylSd       None
## 660          1999       Hip  CompShg     MetalSd     MetalSd       None
## 663          1968       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 665          2006     Gable  CompShg     VinylSd     VinylSd       None
## 668          1998     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 669          1987     Gable  CompShg     CemntBd     Wd Sdng       None
## 673          1977     Gable  CompShg     Plywood     Plywood       None
## 674          2004       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 675          1965     Gable  CompShg     HdBoard     HdBoard       None
## 679          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 680          1961       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 682          2000     Gable  CompShg     VinylSd      Stucco       None
## 684          2002       Hip  CompShg     VinylSd     VinylSd      Stone
## 689          2007     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 695          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 696          1987     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 698          1952     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 699          2009     Gable  CompShg     MetalSd     MetalSd       None
## 701          2002       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 702          1969       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 705          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 707          2002     Gable  CompShg     Plywood     Plywood      Stone
## 710          1966     Gable  CompShg     HdBoard     HdBoard     BrkCmn
## 712          1950     Gable  CompShg     MetalSd     MetalSd       None
## 716          1974       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 718          2000     Gable  CompShg     HdBoard     HdBoard       None
## 720          1969     Gable  CompShg     HdBoard     Plywood       None
## 723          1970     Gable  CompShg     MetalSd     MetalSd       None
## 724          1972     Gable  CompShg     MetalSd     MetalSd       None
## 725          2008       Hip  CompShg     CemntBd     CmentBd      Stone
## 726          1970     Gable  CompShg     HdBoard     Plywood       None
## 727          2007       Hip  CompShg     Wd Sdng     Plywood    BrkFace
## 728          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 734          1983       Hip  CompShg     HdBoard     HdBoard       None
## 735          1968     Gable  CompShg     Plywood     Plywood       None
## 742          1996       Hip  CompShg     HdBoard     HdBoard       None
## 743          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 749          1996       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 750          1950     Gable  CompShg     WdShing     Wd Shng       None
## 751          2004     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 753          1997     Gable  CompShg     VinylSd     VinylSd       None
## 755          2005     Gable  CompShg     Plywood     Plywood       None
## 761          1959       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 766          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 768          1985     Gable  CompShg     VinylSd     VinylSd       None
## 769          2005       Hip  CompShg     VinylSd     VinylSd       None
## 772          1951     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 774          1958     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 775          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 777          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 778          1974       Hip  CompShg     HdBoard     Plywood       None
## 781          1996     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 783          2002     Gable  CompShg     VinylSd     VinylSd       None
## 786          1967     Gable  CompShg     BrkFace     Wd Sdng       None
## 787          1950     Gable  CompShg     MetalSd     MetalSd       None
## 789          2000     Gable  CompShg     MetalSd     MetalSd       None
## 794          2007     Gable  CompShg     CemntBd     CmentBd      Stone
## 797          1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 798          1953     Gable  CompShg     VinylSd     VinylSd       None
## 800          1950     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 805          1954     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 806          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 811          1999       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 813          1952       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 814          1958     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 815          1950     Gable  CompShg      Stucco      Stucco       None
## 816          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 817          1954     Gable  CompShg     BrkFace     BrkFace       None
## 818          2002       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 822          1953     Gable  CompShg     MetalSd     MetalSd       None
## 824          1950     Gable  CompShg     VinylSd     VinylSd       None
## 825          2006     Gable  CompShg     VinylSd     VinylSd       None
## 826          2008       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 828          2001     Gable  CompShg     VinylSd     VinylSd       None
## 831          1957     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 834          1964     Gable  CompShg     HdBoard     Plywood    BrkFace
## 835          1961     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 836          1995     Gable  CompShg     VinylSd     HdBoard       None
## 839          2006     Gable  CompShg     VinylSd     VinylSd       None
## 840          1995     Gable  CompShg     MetalSd     MetalSd       None
## 845          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 848          1972     Gable  CompShg     HdBoard     Plywood       None
## 849          1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 855          1974       Hip  CompShg     Wd Sdng     Plywood       None
## 856          2010     Gable  CompShg     HdBoard     HdBoard       None
## 859          1976     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 861          1998     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 863          1985       Hip  CompShg     HdBoard     Plywood       None
## 864          1959       Hip  CompShg     BrkFace     Plywood       None
## 865          2008     Gable  CompShg     VinylSd     VinylSd       None
## 866          1970     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 867          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 868          1961     Gable  CompShg     VinylSd     VinylSd       None
## 871          1962       Hip  CompShg     MetalSd     MetalSd       None
## 873          1996     Gable  CompShg     WdShing     Wd Shng       None
## 875          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 877          1963     Gable  CompShg     HdBoard     Plywood       None
## 880          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 881          2006     Gable  CompShg     VinylSd     VinylSd       None
## 882          1991     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 885          1967     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 888          1955     Gable  CompShg     MetalSd     MetalSd       None
## 889          1970      Flat  Tar&Grv     Wd Sdng     Wd Sdng       None
## 890          1953       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 891          2006     Gable  CompShg     MetalSd     MetalSd       None
## 893          2003       Hip  CompShg     HdBoard     HdBoard       None
## 894          1954     Gable  CompShg     Wd Sdng     Plywood       None
## 899          2010       Hip  CompShg     VinylSd     VinylSd      Stone
## 900          1994     Gable  CompShg     HdBoard     Plywood       None
## 901          1971     Gable  CompShg     HdBoard     HdBoard       None
## 902          2000       Hip  CompShg     MetalSd     MetalSd       None
## 904          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 905          1967     Gable  CompShg     HdBoard     Wd Sdng    BrkFace
## 906          1954     Gable  CompShg     HdBoard     HdBoard      Stone
## 907          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 908          1987     Gable  CompShg     BrkFace     BrkFace       None
## 909          1983     Gable  CompShg     HdBoard     HdBoard       None
## 912          1989     Gable  CompShg     HdBoard     Plywood       None
## 917          1950     Gable  CompShg     AsbShng     AsbShng       None
## 918          1956     Gable  CompShg     VinylSd     VinylSd       None
## 920          2002       Hip  CompShg     MetalSd     MetalSd       None
## 923          2006     Gable  CompShg     VinylSd     VinylSd       None
## 925          1980     Gable  CompShg     Plywood     Plywood    BrkFace
## 926          1977     Gable  CompShg     VinylSd     VinylSd       None
## 929          2001       Hip  CompShg     VinylSd     VinylSd       None
## 931          2007     Gable  CompShg     VinylSd     VinylSd       None
## 932          1965     Gable  CompShg     VinylSd     VinylSd       None
## 933          2006       Hip  CompShg     VinylSd     ImStucc      Stone
## 934          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 935          2007      Flat  Tar&Grv     Wd Sdng     Wd Sdng       None
## 937          2003     Gable  CompShg     VinylSd     VinylSd       <NA>
## 945          1958     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 946          1996       Hip  CompShg     VinylSd     VinylSd       None
## 948          2003       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 950          2006       Hip  CompShg     Plywood     Plywood       None
## 951          2002     Gable  CompShg     VinylSd     VinylSd       None
## 952          1965     Gable  CompShg     VinylSd     VinylSd       None
## 958          1962       Hip  CompShg     MetalSd     MetalSd       None
## 959          2003     Gable  CompShg     VinylSd     VinylSd       None
## 961          2008     Gable  CompShg     Wd Sdng     Plywood       None
## 964          2007     Gable  CompShg     VinylSd     VinylSd       None
## 967          1950     Gable  CompShg     MetalSd     MetalSd       None
## 968          1955       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 969          1950     Gable  CompShg     VinylSd     VinylSd       None
## 971          1950     Gable  CompShg     AsbShng     AsbShng       None
## 974          2008     Gable  CompShg     CemntBd     CmentBd       <NA>
## 979          1954     Gable  CompShg     MetalSd     MetalSd       None
## 980          1963     Gable  CompShg     VinylSd     VinylSd       None
## 983          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 987          2003       Hip  CompShg     VinylSd     VinylSd       None
## 988          2010       Hip  CompShg     VinylSd     VinylSd      Stone
## 995          2007       Hip  CompShg     CemntBd     CmentBd      Stone
## 996          1950     Gable  CompShg     MetalSd     MetalSd       None
## 997          1961       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 998          1970       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1000         2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 1001         1952      Flat  Tar&Grv     BrkComm     Brk Cmn       None
## 1003         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1007         1970     Gable  CompShg     Plywood     Plywood       None
## 1009         2005       Hip  CompShg     VinylSd     VinylSd      Stone
## 1010         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1011         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1015         1950     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1017         1996       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1021         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1022         2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 1023         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1025         1976       Hip  WdShake       Stone     HdBoard       None
## 1026         1972     Gable  CompShg     VinylSd     VinylSd       None
## 1027         1960     Gable  CompShg     MetalSd     HdBoard    BrkFace
## 1028         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1029         1950     Gable  CompShg     WdShing     Wd Shng       None
## 1034         2002     Gable  CompShg     VinylSd     VinylSd      Stone
## 1036         1957     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1037         2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 1041         2000     Gable  CompShg     Wd Sdng     Wd Sdng     BrkCmn
## 1045         1981       Hip  WdShngl     BrkFace     BrkFace       None
## 1046         1955       Hip  CompShg     BrkFace     Wd Sdng       None
## 1048         1995     Gable  CompShg     VinylSd     VinylSd       None
## 1049         2006       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1050         2006     Gable  CompShg     MetalSd     MetalSd       None
## 1051         2007     Gable  CompShg     VinylSd     VinylSd       None
## 1052         2007     Gable  CompShg     VinylSd     VinylSd       None
## 1054         2002       Hip  CompShg     HdBoard     HdBoard      Stone
## 1056         1976     Gable  CompShg     Plywood     Plywood    BrkFace
## 1060         1950     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1065         1966     Gable  CompShg     Plywood     Plywood    BrkFace
## 1071         1956       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1073         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1075         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1077         1989     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1078         1969     Gable  CompShg     VinylSd     Plywood       None
## 1080         1994     Gable  CompShg     VinylSd     VinylSd       None
## 1081         2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1082         1963     Gable  CompShg     HdBoard     HdBoard       None
## 1083         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1084         1964       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1093         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1094         1998       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1095         2000     Gable  CompShg     MetalSd     MetalSd       None
## 1096         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1099         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1100         1978     Gable  CompShg     Plywood     Plywood    BrkFace
## 1102         1971     Gable  CompShg     HdBoard     MetalSd       None
## 1103         2002     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 1104         1959       Hip  CompShg     BrkFace     BrkFace       None
## 1107         1991       Hip  CompShg     HdBoard     HdBoard       None
## 1110         2005     Gable  CompShg     MetalSd     MetalSd      Stone
## 1113         1957     Gable  CompShg     WdShing     Wd Shng       None
## 1114         2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1115         2000     Gable  CompShg     MetalSd     MetalSd       None
## 1116         2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 1118         2003     Gable  CompShg     VinylSd     VinylSd       None
## 1120         1959     Gable  CompShg     BrkFace     Wd Sdng       None
## 1122         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1123         1956     Gable  CompShg     AsbShng     AsbShng       None
## 1124         2008       Hip  CompShg     VinylSd     VinylSd       None
## 1126         1955     Gable  CompShg     Plywood     Plywood       None
## 1128         2004       Hip  CompShg     VinylSd     VinylSd       None
## 1131         1950     Gable  CompShg     WdShing     Plywood       None
## 1132         1992     Gable  CompShg     HdBoard     HdBoard       None
## 1137         1950     Gable  CompShg     VinylSd     VinylSd       None
## 1138         1996     Gable  CompShg     VinylSd     VinylSd       None
## 1139         1977     Gable  CompShg     Plywood     ImStucc       None
## 1141         1951     Gable  CompShg     HdBoard     HdBoard       None
## 1144         1959     Gable  CompShg     Wd Sdng     Plywood       None
## 1146         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1147         1985     Gable  CompShg     Wd Sdng     Wd Shng    BrkFace
## 1149         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1151         1950     Gable  CompShg     BrkFace     BrkFace       None
## 1152         1959     Gable  CompShg     HdBoard     Plywood    BrkFace
## 1153         2004     Gable  CompShg       Stone       Stone       None
## 1156         2004     Gable  CompShg     Plywood     Plywood       None
## 1159         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1162         2006       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1163         1968     Gable  CompShg     VinylSd     VinylSd       None
## 1166         2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 1167         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1172         1958       Hip  CompShg     MetalSd     MetalSd       None
## 1174         1994     Gable  CompShg     MetalSd     MetalSd       None
## 1176         2000       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1177         1985     Gable  CompShg     HdBoard     Plywood       None
## 1178         2004     Gable  CompShg     MetalSd     MetalSd       None
## 1179         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1180         1954     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1185         1963       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1186         1950     Gable  CompShg     AsbShng     AsbShng       None
## 1188         1995     Gable  CompShg     ImStucc     ImStucc       None
## 1193         1994   Gambrel  CompShg     VinylSd     VinylSd       None
## 1199         2001     Gable  CompShg     VinylSd     VinylSd       None
## 1200         1979     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1201         1970     Gable  CompShg     MetalSd     MetalSd       None
## 1203         1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1204         2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1205         1975     Gable  CompShg     HdBoard     HdBoard       None
## 1206         1991       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1207         1966     Gable  CompShg     HdBoard     HdBoard       None
## 1208         2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1209         1980     Gable  CompShg     MetalSd     MetalSd       None
## 1210         2006       Hip  CompShg     VinylSd     VinylSd      Stone
## 1212         2005     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1216         1966     Gable  CompShg     VinylSd     VinylSd       None
## 1218         2009     Gable  CompShg     CemntBd     CmentBd      Stone
## 1219         1950     Gable  CompShg     AsbShng     AsbShng       None
## 1221         1964     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1222         1968       Hip  CompShg     HdBoard     HdBoard       None
## 1223         1950     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 1224         1951       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 1228         2008     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1234         1959       Hip  CompShg     Plywood     Plywood    BrkFace
## 1239         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1240         2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1242         2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 1244         2006     Gable  CompShg     VinylSd     VinylSd       <NA>
## 1250         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1251         1968       Hip  CompShg     BrkFace     BrkFace       None
## 1253         1968     Gable  CompShg     HdBoard     HdBoard       None
## 1256         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1257         1994       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1260         1969     Gable  CompShg     HdBoard     HdBoard       None
## 1262         1956       Hip  CompShg     MetalSd     MetalSd       None
## 1263         1989     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1268         2009       Hip  CompShg      Stucco     CmentBd       None
## 1269         1997     Gable  CompShg      Stucco      Stucco    BrkFace
## 1270         1958     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1272         1968       Hip  CompShg     BrkFace     BrkFace       None
## 1273         1965       Hip  CompShg     HdBoard     Plywood    BrkFace
## 1275         2003     Gable  CompShg     Wd Sdng     Wd Shng       None
## 1280         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1281         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1282         1990       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1283         2008     Gable  CompShg     HdBoard     HdBoard       None
## 1285         1990     Gable  CompShg     Wd Sdng     Wd Shng       None
## 1286         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1287         1963       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1288         1964     Gable  CompShg     Wd Sdng     Wd Sdng     BrkCmn
## 1295         1990       Hip  CompShg     WdShing     Plywood       None
## 1296         1968       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1297         1963       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1300         1994       Hip  CompShg     BrkFace     BrkFace       None
## 1304         2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1306         2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 1308         1995     Gable  CompShg     VinylSd     VinylSd       None
## 1309         2005     Gable  CompShg     MetalSd     MetalSd       None
## 1310         1991     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1311         2002     Gable  CompShg     BrkFace     HdBoard       None
## 1312         2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1315         1954       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 1317         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1319         2002       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1320         1954       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 1321         1957       Hip  CompShg     BrkFace     BrkFace       None
## 1322         1950       Hip  CompShg     VinylSd     VinylSd       None
## 1325         2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1328         2008     Gable  CompShg     VinylSd     VinylSd       None
## 1329         1950     Gable  CompShg     BrkFace     Wd Sdng       None
## 1331         2006       Hip  CompShg     VinylSd     VinylSd      Stone
## 1333         1958     Gable  CompShg     MetalSd     MetalSd       None
## 1334         1995     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1336         1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 1340         1972       Hip  CompShg     MetalSd     MetalSd       None
## 1341         1971     Gable  CompShg     MetalSd     MetalSd       None
## 1342         2004     Gable  CompShg     VinylSd     VinylSd       None
## 1344         1950     Gable  CompShg     BrkFace       Stone       None
## 1347         2003       Hip  CompShg     BrkFace     HdBoard       None
## 1348         2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 1349         1998     Gable  CompShg     VinylSd     VinylSd       None
## 1353         2000     Gable  CompShg     MetalSd     MetalSd       None
## 1354         1996       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1357         1966     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1358         2008     Gable  CompShg     VinylSd     VinylSd       None
## 1360         2005       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1362         2005       Hip  CompShg     VinylSd     VinylSd      Stone
## 1363         2007     Gable  CompShg     VinylSd     VinylSd       None
## 1370         2003       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1371         1950     Gable  CompShg      CBlock      CBlock       None
## 1374         2002       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1376         2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1378         1960     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1382         1970     Gable  CompShg     BrkFace     Plywood       None
## 1385         1950     Gable  CompShg     WdShing     Wd Shng       None
## 1386         2007     Gable  CompShg     VinylSd     VinylSd       None
## 1388         1950     Gable  CompShg      Stucco      Stucco       None
## 1389         2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 1390         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1391         2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1397         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1399         1982     Gable  CompShg     VinylSd     Wd Sdng       None
## 1400         1990     Gable  CompShg     WdShing     Wd Shng       None
## 1401         1950     Gable  CompShg     WdShing     Wd Shng       None
## 1403         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1404         2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 1405         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1408         1985     Gable  CompShg     HdBoard     Plywood       None
## 1412         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1414         2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 1415         2000   Gambrel  CompShg     Wd Sdng     Wd Sdng       None
## 1419         1963     Gable  CompShg     HdBoard     HdBoard       None
## 1420         1969     Gable  CompShg     Plywood     Plywood    BrkFace
## 1425         1983       Hip  CompShg     HdBoard     HdBoard       None
## 1426         1959       Hip  CompShg     HdBoard     HdBoard      Stone
## 1428         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1430         1981     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1435         1977     Gable  CompShg     BrkFace     BrkFace       None
## 1436         2005     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 1437         1971     Gable  CompShg     HdBoard     HdBoard       None
## 1438         2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 1439         1996     Gable  CompShg     MetalSd     MetalSd       None
## 1445         2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1447         1962     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1449         2000     Gable  CompShg     MetalSd     HdBoard       None
## 1452         2009     Gable  CompShg     CemntBd     CmentBd      Stone
## 1454         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1455         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1457         1988     Gable  CompShg     Plywood     Plywood      Stone
## 1459         1996       Hip  CompShg     MetalSd     MetalSd       None
## 1460         1965     Gable  CompShg     HdBoard     HdBoard       None
##      MasVnrArea ExterQual ExterCond Foundation BsmtQual BsmtCond BsmtExposure
## 2             0        TA        TA     CBlock       Gd       TA           Gd
## 6             0        TA        TA       Wood       Gd       TA           No
## 7           186        Gd        TA      PConc       Ex       TA           Av
## 9             0        TA        TA     BrkTil       TA       TA           No
## 11            0        TA        TA     CBlock       TA       TA           No
## 13            0        TA        TA     CBlock       TA       TA           No
## 14          306        Gd        TA      PConc       Gd       TA           Av
## 15          212        TA        TA     CBlock       TA       TA           No
## 17          180        TA        TA     CBlock       TA       TA           No
## 19            0        TA        TA      PConc       TA       TA           No
## 20            0        TA        TA     CBlock       TA       TA           No
## 23          281        Gd        TA      PConc       Gd       TA           No
## 25            0        TA        Gd     CBlock       TA       TA           Mn
## 26          640        Gd        TA      PConc       Gd       TA           No
## 27            0        TA        TA     CBlock       TA       TA           Mn
## 28          200        Gd        TA      PConc       Ex       TA           No
## 29            0        TA        TA     CBlock       TA       TA           Gd
## 32            0        TA        TA     CBlock       TA       TA           No
## 33            0        Gd        TA      PConc       Ex       TA           Av
## 34            0        TA        TA     CBlock       TA       TA           No
## 37            0        TA        TA      PConc       Gd       TA           No
## 38          650        TA        TA     CBlock       TA       TA           No
## 39            0        TA        Gd     CBlock       TA       TA           No
## 41          101        TA        TA     CBlock       TA       TA           No
## 42            0        TA        Gd     CBlock       TA       TA           Gd
## 44            0        TA        TA     CBlock       Gd       TA           Av
## 45            0        TA        TA     CBlock       TA       TA           No
## 47            0        Gd        TA      PConc       Ex       TA           No
## 48            0        Gd        TA      PConc       Gd       TA           Av
## 50            0        TA        TA     CBlock       TA       TA           No
## 52            0        TA        TA      PConc       TA       TA           No
## 54            0        Gd        TA     CBlock       Ex       TA           Gd
## 56          272        TA        TA     CBlock       TA       TA           No
## 60            0        TA        TA     CBlock       TA       TA           Av
## 61            0        TA        TA      PConc       Gd       TA           No
## 67          287        TA        TA     CBlock       Gd       TA           Gd
## 68          167        Gd        TA      PConc       Gd       TA           Av
## 70            0        Gd        TA     CBlock       TA       TA           No
## 71         1115        TA        Gd     CBlock       Gd       TA           Gd
## 72            0        TA        TA     CBlock       TA       TA           No
## 74          104        TA        TA     CBlock       TA       TA           No
## 75            0        Gd        Gd     CBlock       Fa       TA           No
## 77            0        TA        TA     CBlock       TA       TA           No
## 78            0        TA        TA     CBlock       TA       TA           No
## 80            0        TA        TA      PConc       TA       TA           No
## 83          468        TA        TA      PConc       Gd       TA           No
## 84           66        TA        TA     CBlock       TA       TA           No
## 89            0        Fa        Fa     CBlock       TA       Fa           No
## 90            0        TA        TA      PConc       Gd       TA           No
## 91            0        TA        TA       Slab     <NA>     <NA>         <NA>
## 92          203        TA        TA     CBlock       TA       TA           No
## 97          183        Gd        TA      PConc       Gd       TA           Av
## 98           48        TA        TA     CBlock       TA       TA           No
## 100           0        TA        TA     CBlock       TA       TA           No
## 101          28        TA        TA      PConc       TA       TA           Mn
## 104           0        TA        TA      PConc       Gd       TA           No
## 105         600        TA        Fa      PConc       TA       TA           No
## 108           0        TA        TA     CBlock       TA       TA           No
## 109           0        TA        TA     CBlock       TA       TA           No
## 110         480        TA        TA     CBlock       Gd       TA           No
## 111           0        TA        TA     CBlock       TA       Fa           No
## 114         184        TA        Gd     CBlock       Gd       TA           Mn
## 117         116        TA        TA     CBlock       TA       TA           No
## 118           0        TA        TA      PConc       Gd       TA           No
## 122           0        TA        TA      PConc       TA       TA           No
## 123         135        TA        Gd     CBlock       TA       TA           No
## 125           0        TA        Gd     CBlock       Gd       Fa           No
## 130          85        TA        TA     CBlock       TA       TA           No
## 133           0        TA        TA     CBlock       TA       TA           No
## 134         136        Gd        TA      PConc       Ex       TA           No
## 135           0        TA        TA     CBlock       TA       TA           No
## 136         288        TA        TA      PConc       TA       TA           No
## 137         196        TA        TA     CBlock       TA       TA           No
## 141           0        TA        TA     CBlock       TA       TA           No
## 142           0        Gd        TA      PConc       Gd       TA           Av
## 143           0        TA        Fa     CBlock       TA       TA           No
## 144         183        Gd        TA      PConc       Gd       TA           Gd
## 149         120        TA        TA      PConc       Gd       TA           No
## 150           0        TA        TA     BrkTil       Gd       TA           No
## 151           0        TA        TA     CBlock       TA       TA           Av
## 152         436        Gd        TA      PConc       Ex       TA           Gd
## 154           0        TA        TA     CBlock       Gd       TA           Gd
## 156           0        TA        TA     BrkTil       TA       TA           No
## 157           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 161           0        TA        TA      PConc       Gd       TA           No
## 163         226        Gd        TA      PConc       Gd       TA           Mn
## 167           0        Gd        TA     CBlock       TA       TA           No
## 170         653        Gd        TA     CBlock       Gd       TA           No
## 171           0        TA        TA     CBlock       TA       TA           No
## 172         112        TA        TA     CBlock       TA       Gd           Gd
## 174         491        TA        TA     CBlock       TA       TA           No
## 175         132        TA        TA     CBlock       Gd       Fa           No
## 176           0        TA        TA     CBlock       TA       Gd           Av
## 178           0        Gd        Gd     CBlock       TA       TA           No
## 179         748        Ex        TA      PConc       Ex       TA           No
## 183          98        TA        TA      PConc     <NA>     <NA>         <NA>
## 184           0        TA        TA      PConc       Gd       TA           No
## 185           0        TA        TA      PConc       Fa       TA           No
## 188           0        TA        TA     CBlock       Fa       TA           No
## 193           0        Gd        TA      PConc       Gd       TA           Av
## 195           0        TA        TA     CBlock       TA       TA           Av
## 197         205        Ex        TA      PConc       Ex       TA           No
## 200         262        Gd        TA      PConc       Ex       TA           Av
## 201           0        TA        TA      PConc       Gd       TA           No
## 202           0        TA        TA     CBlock       TA       TA           No
## 203           0        TA        Gd     BrkTil       Fa       TA           No
## 205           0        TA        TA     CBlock       TA       TA           No
## 206           0        TA        TA      PConc       Gd       TA           No
## 207           0        TA        Gd     CBlock       TA       TA           No
## 208           0        TA        TA      PConc       TA       TA           No
## 210         260        TA        TA     CBlock       Gd       TA           No
## 212           0        TA        TA      PConc       Gd       TA           Mn
## 214           0        TA        TA      PConc       Gd       TA           No
## 216          64        TA        TA     CBlock       TA       TA           No
## 217         266        Gd        TA      PConc       Gd       TA           Mn
## 219         312        Gd        Gd     CBlock       TA       TA           No
## 221           0        Gd        TA      PConc       Gd       TA           Mn
## 224           0        TA        TA     CBlock       TA       TA           No
## 225         922        Ex        TA      PConc       Ex       TA           Gd
## 229           0        TA        TA     CBlock       TA       TA           No
## 231         220        TA        TA     CBlock       TA       TA           No
## 234           0        TA        TA     CBlock       TA       Gd           Av
## 237          98        Gd        TA      PConc       Gd       TA           Av
## 239         254        Ex        TA      PConc       Ex       TA           No
## 240           0        TA        TA     CBlock       TA       Fa           No
## 241          36        Gd        TA      PConc       Gd       TA           Av
## 243           0        TA        TA     BrkTil       TA       TA           No
## 246         102        TA        TA     CBlock       Gd       TA           Av
## 248           0        TA        TA     CBlock       TA       TA           No
## 250         472        Gd        TA     CBlock       Gd       TA           Gd
## 255           0        TA        Gd     CBlock       TA       TA           No
## 258         180        Gd        TA      PConc       Gd       TA           No
## 260           0        TA        TA      PConc     <NA>     <NA>         <NA>
## 264           0        TA        TA     BrkTil       TA       TA           No
## 266         210        TA        Gd     CBlock       Gd       TA           No
## 270         174        TA        Gd     CBlock       TA       Gd           No
## 272           0        TA        TA     CBlock       Gd       TA           Gd
## 274         183        TA        TA     CBlock       TA       TA           No
## 275           0        TA        TA     CBlock       TA       TA           Gd
## 276           0        Gd        Gd     BrkTil       TA       TA           No
## 277           0        Gd        TA      PConc       Ex       TA           No
## 278           0        TA        TA     CBlock       TA       TA           No
## 279         315        Ex        TA      PConc       Ex       TA           Gd
## 282          68        Gd        TA      PConc       Gd       TA           No
## 284          72        Gd        TA      PConc       Gd       TA           No
## 287           0        TA        TA     CBlock       TA       TA           No
## 288           0        TA        TA     CBlock       TA       TA           No
## 289          31        TA        Gd     CBlock       TA       TA           No
## 293           0        TA        TA     CBlock       TA       TA           No
## 295         238        TA        TA     CBlock       TA       TA           No
## 297           0        TA        TA     CBlock       TA       TA           No
## 300           0        TA        Gd     CBlock       TA       TA           No
## 303         150        Gd        TA      PConc       Gd       TA           No
## 304           0        TA        TA      PConc       TA       TA           No
## 306         246        Gd        TA      PConc       Gd       TA           No
## 308           0        TA        Fa     CBlock       TA       TA           No
## 310           0        Gd        TA      PConc       Ex       TA           Gd
## 312           0        TA        Gd     CBlock       TA       TA           No
## 314           0        TA        TA     CBlock       Gd       TA           Gd
## 324           0        TA        Gd     CBlock       TA       TA           No
## 328         175        TA        TA     CBlock       TA       TA           No
## 332           0        TA        TA     CBlock       TA       TA           No
## 333         296        Gd        TA      PConc       Gd       TA           No
## 337         200        Gd        TA      PConc       Ex       TA           Gd
## 338         113        Gd        TA      PConc       Gd       TA           Av
## 339           0        Gd        TA     CBlock       Gd       TA           Mn
## 340         176        TA        TA     CBlock       TA       Fa           No
## 342           0        Fa        Fa     CBlock       TA       Fa           No
## 346           0        TA        TA     BrkTil       TA       TA           No
## 347           0        TA        Gd     CBlock       TA       TA           Mn
## 348          30        TA        TA     CBlock       TA       TA           No
## 353           0        TA        TA     CBlock       TA       Fa           Mn
## 355           0        TA        TA     CBlock       TA       TA           No
## 356           0        Gd        Gd      PConc       Gd       Gd           No
## 357         106        TA        TA      PConc       Gd       TA           No
## 362           0        TA        TA     CBlock       TA       TA           No
## 367         247        TA        TA     CBlock       Gd       TA           No
## 369         200        TA        TA      PConc       TA       TA           No
## 370           0        TA        Gd     CBlock       TA       TA           No
## 372           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 374           0        TA        TA      PConc       TA       TA           No
## 379         350        Gd        TA      PConc       Ex       TA           Av
## 381           0        TA        TA     BrkTil       TA       TA           No
## 382           0        Gd        TA      PConc       Gd       Gd           No
## 387           0        TA        Fa      PConc       TA       TA           No
## 389         125        Gd        TA      PConc       Gd       TA           No
## 391           0        TA        TA     BrkTil       TA       Gd           No
## 393           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 395           0        TA        TA     CBlock       TA       TA           No
## 396           0        TA        TA     CBlock       TA       TA           Av
## 397           0        TA        TA     CBlock       TA       TA           Av
## 402           0        Gd        TA      PConc       Gd       TA           Av
## 406           0        TA        TA     CBlock       TA       TA           No
## 407           0        TA        TA     BrkTil       TA       TA           No
## 411           0        TA        Fa     CBlock       TA       Fa           No
## 413         432        Ex        TA      PConc       Ex       TA           Av
## 416           0        Gd        TA      PConc       Gd       TA           Av
## 419           0        TA        TA     BrkTil       TA       TA           No
## 420           0        TA        TA     CBlock       TA       TA           No
## 422         126        Gd        TA     CBlock       Gd       TA           No
## 423           0        TA        TA     CBlock       TA       TA           No
## 425          74        TA        TA     CBlock       Gd       TA           No
## 428           0        TA        TA     CBlock       TA       TA           No
## 429         108        Gd        TA      PConc       Gd       TA           No
## 430           0        TA        TA     CBlock       Gd       TA           Mn
## 432           0        TA        TA     BrkTil       TA       TA           No
## 437           0        TA        TA     BrkTil       Fa       TA           No
## 440           0        TA        TA     BrkTil       TA       Fa           Mn
## 441         200        Ex        TA      PConc       Ex       TA           Gd
## 443           0        TA        TA      PConc       TA       TA           No
## 446           0        TA        TA     CBlock       TA       TA           No
## 447           0        Gd        TA     CBlock       TA       TA           No
## 449           0        TA        TA     BrkTil       TA       TA           No
## 450           0        TA        Gd     CBlock       TA       TA           No
## 452           0        TA        TA     CBlock       Gd       TA           Gd
## 456         320        TA        TA     CBlock       TA       TA           No
## 458           0        TA        TA     CBlock       Gd       TA           Gd
## 460         161        TA        TA     CBlock       TA       TA           No
## 463           0        TA        TA     CBlock       TA       TA           No
## 465         136        TA        TA     CBlock       Gd       TA           No
## 467           0        TA        Gd     CBlock       TA       Gd           Gd
## 469         248        Gd        TA      PConc       Gd       TA           No
## 474         304        Gd        TA      PConc       Ex       TA           Gd
## 476           0        TA        TA     CBlock       TA       TA           No
## 477         215        TA        TA      PConc       Gd       TA           Gd
## 479         336        Gd        TA      PConc       Ex       TA           Gd
## 481         378        Gd        TA      PConc       Ex       TA           Gd
## 482         562        Gd        TA      PConc       Ex       TA           Gd
## 485           0        TA        Gd     CBlock       TA       TA           No
## 486           0        Gd        TA     CBlock       TA       TA           No
## 487         168        TA        TA     CBlock       TA       TA           No
## 488           0        TA        TA     CBlock       Gd       TA           Av
## 492           0        TA        TA     CBlock       TA       TA           No
## 494           0        TA        TA     CBlock       TA       TA           No
## 497           0        Gd        TA      PConc       Gd       TA           No
## 498           0        TA        Gd      PConc       TA       TA           No
## 499          89        TA        TA      PConc       TA       TA           No
## 500           0        TA        TA     CBlock       TA       TA           No
## 503           0        TA        TA     CBlock       TA       TA           No
## 504           0        TA        TA     CBlock       TA       TA           No
## 508           0        Gd        TA      PConc       Gd       TA           No
## 510         132        TA        TA     CBlock       TA       TA           No
## 511          70        Gd        TA     CBlock       TA       TA           No
## 513           0        TA        TA     CBlock       TA       TA           No
## 514           0        TA        Gd      PConc       TA       TA           No
## 516         305        Ex        TA     CBlock       Ex       TA           No
## 522           0        TA        TA     CBlock       TA       TA           No
## 523           0        TA        Gd     CBlock       TA       TA           No
## 526           0        Gd        TA      PConc       Gd       TA           No
## 527           0        TA        TA     CBlock       Gd       TA           No
## 530          NA        Gd        TA      PConc       TA       TA           No
## 533           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 534           0        Fa        Fa       Slab     <NA>     <NA>         <NA>
## 538           0        TA        TA     CBlock       TA       TA           No
## 539         188        TA        TA     CBlock       TA       TA           No
## 540         479        Gd        TA      PConc       Gd       TA           Av
## 541         584        Ex        TA      PConc       Ex       TA           Av
## 543           0        Gd        TA      PConc       Ex       TA           No
## 546         178        Gd        Gd      PConc       Gd       Gd           No
## 547           0        TA        TA     BrkTil       Gd       TA           No
## 549           0        TA        Gd     CBlock       TA       TA           No
## 552           0        TA        TA     CBlock       TA       TA           No
## 553         250        Gd        TA      PConc       Ex       TA           Av
## 554           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 557           0        TA        TA     CBlock       TA       TA           No
## 558           0        TA        TA     CBlock       TA       TA           No
## 561         180        TA        TA     CBlock       Gd       TA           No
## 562           0        TA        TA     CBlock       Gd       TA           Av
## 564           0        TA        TA     BrkTil       Gd       TA           Mn
## 568         168        Gd        TA      PConc       Gd       TA           No
## 569           0        Gd        TA     CBlock       Gd       TA           Gd
## 572         207        TA        TA     CBlock       TA       TA           No
## 576           0        TA        TA     CBlock       TA       TA           No
## 577           0        TA        TA     BrkTil       TA       TA           No
## 580         335        TA        TA     BrkTil       TA       TA           No
## 581          85        TA        TA     CBlock       TA       TA           No
## 582         306        Ex        TA      PConc       Ex       TA           No
## 585           0        TA        TA     BrkTil       TA       TA           No
## 586         208        Gd        TA      PConc       Ex       TA           Gd
## 589           0        TA        TA     CBlock       TA       TA           Gd
## 593           0        TA        Gd      PConc       TA       Gd           No
## 595           0        TA        TA     CBlock       Gd       TA           No
## 596         238        Gd        TA      PConc       Gd       TA           Gd
## 599         459        TA        TA     CBlock       Gd       TA           Mn
## 602           0        TA        Gd      PConc       TA       TA           No
## 605          99        Gd        TA      PConc       Gd       TA           Mn
## 607           0        TA        Gd      PConc       Gd       TA           No
## 608           0        TA        Gd     CBlock       TA       Gd           No
## 610         192        TA        Fa     CBlock       TA       TA           Mn
## 614           0        TA        TA      PConc       Gd       TA           No
## 619         452        Ex        TA      PConc       Ex       TA           Av
## 623         153        TA        TA     CBlock       TA       TA           No
## 626         261        TA        TA     CBlock       TA       TA           No
## 627           0        TA        TA     CBlock       TA       TA           No
## 633         209        TA        Gd     CBlock       TA       TA           No
## 634           0        TA        TA     CBlock       TA       TA           No
## 645         162        Ex        TA      PConc       Ex       TA           Mn
## 646           0        TA        TA     CBlock       TA       TA           No
## 647           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 648         216        TA        TA     CBlock       TA       TA           Mn
## 654           0        TA        TA     CBlock       TA       TA           No
## 655         660        Gd        Gd      PConc       Gd       TA           Gd
## 657          54        Gd        TA     CBlock       TA       TA           No
## 659           0        TA        TA     CBlock       TA       TA           No
## 660           0        TA        Gd      PConc       TA       TA           No
## 663         216        TA        TA     CBlock       Fa       Fa           No
## 665           0        Gd        TA      PConc       Ex       TA           Mn
## 668         258        TA        TA      PConc       Gd       TA           No
## 669           0        TA        TA     CBlock       TA       TA           No
## 673           0        Gd        TA     CBlock       Gd       TA           No
## 674         106        TA        TA      PConc       TA       TA           No
## 675           0        TA        TA     CBlock       TA       TA           No
## 679         464        Gd        TA      PConc       Ex       TA           Mn
## 680          57        TA        TA     CBlock       TA       TA           No
## 682           0        TA        TA     BrkTil       TA       TA           No
## 684         215        Gd        TA      PConc       Gd       TA           Av
## 689           0        Gd        TA      PConc       Gd       TA           Av
## 695           0        TA        Fa     BrkTil       TA       TA           No
## 696          72        TA        TA     CBlock       Gd       Gd           No
## 698           0        TA        TA      PConc       Ex       Gd           Mn
## 699           0        TA        Gd     CBlock       TA       TA           No
## 701         630        Gd        TA      PConc       Ex       TA           Gd
## 702         168        TA        TA     CBlock       TA       TA           No
## 705         109        Gd        TA      PConc       Gd       TA           Av
## 707         351        TA        TA     CBlock       Gd       TA           Gd
## 710          41        TA        TA      PConc       TA       TA           No
## 712           0        TA        TA      Stone       TA       TA           Mn
## 716         174        TA        TA     CBlock       Gd       TA           No
## 718           0        TA        TA     CBlock       Gd       TA           No
## 720           0        TA        TA     CBlock       Gd       TA           Gd
## 723           0        TA        Gd     CBlock       TA       TA           No
## 724           0        TA        TA      PConc       TA       TA           No
## 725         340        Ex        TA      PConc       Ex       TA           No
## 726           0        TA        TA     CBlock       TA       TA           No
## 727         260        Gd        Gd     CBlock       Gd       TA           No
## 728          82        Gd        TA      PConc       Gd       TA           Av
## 734           0        TA        TA     CBlock       TA       TA           No
## 735           0        TA        TA      PConc       TA       TA           No
## 742           0        TA        Gd     CBlock       TA       TA           Mn
## 743         108        TA        TA      PConc       Gd       TA           No
## 749         338        Gd        TA      PConc       Gd       TA           No
## 750           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 751           0        TA        TA     BrkTil       TA       Fa           No
## 753           0        TA        Gd      PConc       Gd       TA           Gd
## 755           0        TA        TA     CBlock       TA       TA           No
## 761           0        TA        TA     CBlock       TA       TA           No
## 766         284        Gd        TA      PConc       Gd       TA           No
## 768           0        TA        TA     CBlock       Gd       TA           Mn
## 769           0        Gd        TA      PConc       Gd       TA           No
## 772           0        TA        TA     CBlock       Fa       Fa           No
## 774           1        TA        TA     CBlock       TA       TA           No
## 775         375        Gd        TA      PConc       Gd       TA           Av
## 777         240        Gd        TA      PConc       Gd       TA           Av
## 778           0        TA        TA     CBlock       TA       TA           No
## 781          38        TA        TA      PConc       Gd       Gd           No
## 783           0        Gd        TA      PConc       Gd       TA           No
## 786           0        TA        TA     CBlock       TA       TA           No
## 787           0        TA        Gd      PConc       Fa       TA           No
## 789           0        TA        TA     CBlock       TA       TA           No
## 794         140        Gd        TA      PConc       Gd       TA           Av
## 797         148        TA        TA     CBlock       TA       TA           No
## 798           0        TA        TA     CBlock       TA       TA           No
## 800         252        TA        TA     BrkTil       Gd       TA           No
## 805           0        TA        TA     CBlock       TA       TA           No
## 806         256        Gd        TA      PConc       Gd       TA           No
## 811          99        TA        TA     CBlock       TA       TA           No
## 813           0        Fa        TA     CBlock       TA       TA           Av
## 814         243        TA        TA     CBlock       TA       TA           No
## 815           0        TA        TA     BrkTil       TA       TA           No
## 816         442        TA        TA      PConc       Gd       TA           No
## 817           0        TA        TA     CBlock       TA       TA           No
## 818         148        Gd        TA      PConc       Gd       TA           No
## 822           0        Fa        TA     CBlock       Fa       TA           No
## 824           0        TA        TA     BrkTil       TA       TA           No
## 825           0        Gd        TA      PConc       Gd       Gd           No
## 826         816        Ex        TA      PConc       Ex       TA           Av
## 828           0        Gd        TA      PConc       Gd       TA           No
## 831         387        TA        TA     CBlock       TA       TA           No
## 834         180        TA        TA     CBlock       TA       TA           No
## 835         136        TA        TA     CBlock       TA       TA           No
## 836           0        TA        TA     CBlock       Gd       TA           No
## 839           0        TA        TA      PConc       Gd       TA           No
## 840           0        TA        TA     CBlock       TA       TA           No
## 845           0        TA        TA     BrkTil       TA       TA           Mn
## 848           0        TA        TA     CBlock       TA       TA           Av
## 849           0        TA        TA     BrkTil       TA       TA           No
## 855           0        TA        TA     CBlock       TA       TA           Mn
## 856           0        TA        Gd     CBlock       TA       TA           No
## 859         189        TA        TA     CBlock       Gd       TA           No
## 861           0        Gd        TA     BrkTil       TA       TA           No
## 863           0        TA        TA      PConc       Gd       TA           No
## 864           0        TA        TA     CBlock       TA       TA           No
## 865           0        Gd        TA      PConc       Ex       TA           No
## 866          76        TA        TA     CBlock       TA       TA           No
## 867         274        Gd        TA      PConc       Gd       TA           Av
## 868           0        TA        TA     CBlock       TA       TA           No
## 871           0        TA        TA     CBlock       TA       TA           No
## 873           0        Gd        TA      Stone       TA       TA           Av
## 875           0        TA        TA     CBlock       TA       TA           No
## 877           0        TA        TA      PConc       TA       TA           Gd
## 880          90        Gd        Gd     CBlock       TA       TA           No
## 881           0        TA        TA      PConc       Ex       Gd           No
## 882         117        Gd        Gd     CBlock       Gd       TA           Mn
## 885          60        TA        TA     CBlock       TA       TA           No
## 888           0        TA        Gd      PConc       TA       TA           No
## 889           0        Gd        Gd      PConc       TA       Gd           Gd
## 890          90        TA        TA     CBlock       TA       TA           No
## 891           0        TA        Gd     CBlock       TA       TA           Mn
## 893           0        TA        TA     CBlock       TA       TA           No
## 894           0        TA        TA      PConc       Gd       TA           Mn
## 899         760        Ex        TA      PConc       Ex       TA           Gd
## 900           0        TA        TA     CBlock       TA       TA           No
## 901           0        TA        TA     CBlock       TA       TA           No
## 902           0        TA        Gd     CBlock       TA       TA           Mn
## 904          27        Gd        TA      PConc       Gd       TA           No
## 905          75        TA        TA     CBlock       TA       TA           No
## 906         110        TA        TA     CBlock       TA       TA           No
## 907         208        Gd        TA      PConc       Gd       TA           No
## 908           0        Gd        TA     CBlock       Gd       TA           No
## 909           0        TA        TA     CBlock       Gd       TA           Av
## 912           0        TA        TA     CBlock       Gd       Gd           Av
## 917           0        TA        TA     CBlock       TA       TA           Av
## 918           0        TA        TA     CBlock       TA       TA           No
## 920           0        Ex        TA     CBlock       Gd       TA           No
## 923           0        Gd        TA      PConc       Gd       TA           No
## 925         157        TA        Gd     CBlock       Gd       TA           No
## 926           0        TA        TA      PConc       Gd       TA           Av
## 929           0        Gd        TA      PConc       Gd       TA           Av
## 931           0        Gd        TA      PConc       Gd       TA           Av
## 932           0        TA        TA     CBlock       TA       TA           No
## 933         302        Ex        TA      PConc       Ex       Gd           No
## 934         210        Gd        TA      PConc       Gd       TA           Av
## 935           0        TA        TA     CBlock       Gd       TA           Gd
## 937          NA        Gd        TA      PConc       Gd       TA           No
## 945         541        TA        TA     CBlock       TA       TA           No
## 946           0        TA        TA     BrkTil       TA       TA           No
## 948         236        Gd        TA      PConc       Gd       TA           Av
## 950           0        TA        TA     CBlock       TA       TA           No
## 951           0        TA        TA     CBlock       TA       TA           No
## 952           0        TA        TA     CBlock       TA       TA           No
## 958           0        TA        TA     CBlock       TA       TA           No
## 959           0        Gd        TA      PConc       Gd       TA           Mn
## 961           0        TA        Gd     CBlock       TA       TA           Gd
## 964           0        Gd        TA      PConc       Ex       TA           No
## 967           0        Gd        Gd     BrkTil       TA       Fa           No
## 968         151        TA        TA     CBlock       TA       TA           No
## 969           0        TA        TA     BrkTil       TA       TA           No
## 971           0        TA        TA     CBlock       TA       TA           No
## 974          NA        Gd        TA      PConc       Gd       TA           No
## 979           0        TA        TA     CBlock       TA       TA           No
## 980           0        TA        TA      PConc       TA       TA           No
## 983          16        Gd        TA      PConc       Gd       TA           Av
## 987           0        TA        Gd     CBlock       TA       Fa           No
## 988         450        Ex        TA      PConc       Ex       TA           Av
## 995         230        Ex        TA      PConc       Ex       TA           Gd
## 996           0        TA        TA     CBlock       TA       TA           No
## 997           0        TA        TA     CBlock       TA       TA           No
## 998         571        TA        TA     CBlock       TA       TA           No
## 1000         24        Gd        TA      PConc       Gd       TA           Av
## 1001          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1003         53        Gd        TA      PConc       Gd       TA           No
## 1007          0        TA        TA     CBlock       Gd       TA           No
## 1009        108        Gd        TA      PConc       Ex       TA           Mn
## 1010          0        TA        Fa     BrkTil       TA       TA           No
## 1011          0        TA        TA     CBlock       TA       TA           No
## 1015        206        TA        TA     CBlock       TA       Fa           No
## 1017        196        Gd        TA      PConc       Gd       TA           Gd
## 1021          0        TA        TA      PConc       Gd       TA           No
## 1022         84        Gd        TA      PConc       Gd       TA           Av
## 1023          0        TA        TA     CBlock       TA       TA           No
## 1025          0        Gd        TA     CBlock       Gd       TA           Av
## 1026          0        TA        TA     CBlock       TA       TA           No
## 1027        324        TA        TA     CBlock       TA       TA           No
## 1028        338        Gd        TA      PConc       Gd       TA           Gd
## 1029          0        TA        TA     CBlock       TA       TA           No
## 1034        295        Gd        TA      PConc       Gd       TA           No
## 1036          0        TA        Gd       Slab     <NA>     <NA>         <NA>
## 1037         70        Gd        TA      PConc       Ex       TA           Gd
## 1041         67        TA        TA     CBlock       TA       TA           No
## 1045          0        Gd        TA      PConc       Gd       TA           No
## 1046          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1048          0        TA        TA      PConc       Gd       TA           No
## 1049         75        TA        Fa       Slab     <NA>     <NA>         <NA>
## 1050          0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 1051          0        Gd        TA      PConc       Gd       TA           Av
## 1052          0        Gd        TA      PConc       Gd       TA           Av
## 1054        145        TA        TA     CBlock       TA       TA           Av
## 1056        160        TA        TA     CBlock       Gd       TA           No
## 1060        480        TA        TA     CBlock       TA       TA           Mn
## 1065        200        TA        TA     CBlock       TA       TA           Mn
## 1071        120        TA        TA     CBlock       TA       TA           No
## 1073          0        TA        TA     CBlock       Fa       Fa           Mn
## 1075          0        Gd        TA      PConc       Gd       TA           Av
## 1077          0        TA        TA     CBlock       Fa       TA           No
## 1078          0        TA        TA     CBlock       TA       TA           Mn
## 1080          0        TA        TA      PConc       Gd       TA           No
## 1081        144        Gd        Gd     CBlock       TA       TA           No
## 1082          0        TA        TA     CBlock       TA       TA           No
## 1083        100        Gd        TA      PConc       Gd       TA           No
## 1084        425        TA        TA     CBlock       TA       TA           No
## 1093          0        TA        TA      PConc       TA       TA           No
## 1094        166        TA        TA     CBlock       TA       TA           Mn
## 1095          0        TA        TA     CBlock       TA       TA           No
## 1096          0        Gd        TA      PConc       Gd       TA           No
## 1099          0        TA        TA     BrkTil       TA       TA           No
## 1100        206        TA        TA     CBlock       Gd       TA           No
## 1102          0        TA        TA     CBlock       TA       TA           No
## 1103         45        TA        TA     CBlock       TA       TA           No
## 1104          0        TA        TA     CBlock       TA       TA           Mn
## 1107          0        Gd        TA      PConc       Gd       TA           Mn
## 1110         42        Gd        TA      PConc       Ex       TA           Mn
## 1113          0        TA        TA     CBlock       TA       TA           No
## 1114          0        TA        TA     CBlock       TA       TA           No
## 1115          0        TA        Gd     CBlock       TA       TA           No
## 1116        328        Gd        TA      PConc       Ex       TA           No
## 1118          0        TA        TA     CBlock       TA       TA           No
## 1120          0        TA        TA     CBlock       TA       TA           No
## 1122        196        Gd        TA      PConc       Gd       TA           Av
## 1123          0        TA        TA     CBlock       TA       TA           No
## 1124          0        TA        Ex     CBlock       TA       TA           No
## 1126          0        TA        TA     CBlock       TA       TA           No
## 1128          0        Gd        TA      PConc       Gd       TA           Av
## 1131          0        TA        TA     BrkTil       TA       TA           No
## 1132          0        TA        TA      PConc       Gd       TA           Mn
## 1137          0        TA        TA     CBlock       TA       TA           No
## 1138          0        TA        Gd     CBlock       TA       TA           No
## 1139          0        TA        TA      PConc       TA       TA           Gd
## 1141          0        TA        TA     CBlock       TA       TA           Mn
## 1144          0        TA        TA     CBlock       TA       TA           No
## 1146          0        TA        TA     BrkTil       TA       TA           No
## 1147         85        Gd        TA     CBlock       Gd       TA           No
## 1149          0        TA        TA      PConc       TA       TA           No
## 1151          0        TA        TA     CBlock       TA       TA           No
## 1152        132        TA        TA     CBlock       TA       TA           No
## 1153          0        TA        TA      PConc       TA       TA           No
## 1156          0        Gd        Gd     CBlock       Gd       TA           Gd
## 1159        186        Gd        TA      PConc       Gd       TA           No
## 1162         72        Gd        TA     CBlock       TA       TA           No
## 1163          0        TA        TA     CBlock       Gd       TA           No
## 1166        268        Gd        TA      PConc       Gd       TA           No
## 1167         72        Gd        TA      PConc       Gd       TA           Av
## 1172          0        TA        TA     CBlock       TA       TA           No
## 1174          0        TA        TA     CBlock       TA       TA           No
## 1176        337        Gd        TA      PConc       Gd       TA           No
## 1177          0        TA        TA     CBlock       TA       TA           No
## 1178          0        TA        TA     CBlock       TA       TA           No
## 1179          0        TA        TA     BrkTil       TA       TA           No
## 1180          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1185        226        TA        TA     CBlock       TA       TA           Gd
## 1186          0        TA        Gd     BrkTil       TA       TA           No
## 1188          0        Gd        TA      PConc       Gd       TA           No
## 1193          0        TA        TA      PConc       TA       TA           Mn
## 1199          0        Gd        TA      PConc       Gd       TA           No
## 1200         51        TA        TA     CBlock       TA       TA           No
## 1201          0        TA        TA     CBlock       TA       TA           No
## 1203          0        TA        TA     BrkTil       TA       TA           No
## 1204        171        Gd        TA      PConc       Gd       TA           No
## 1205          0        TA        TA     CBlock       Gd       TA           No
## 1206        234        Gd        TA     CBlock       Gd       TA           Mn
## 1207          0        TA        TA     CBlock       TA       TA           No
## 1208        120        Gd        TA      PConc       Gd       TA           Av
## 1209          0        TA        Gd     CBlock       TA       TA           No
## 1210        420        Gd        TA      PConc       Ex       TA           Mn
## 1212          0        Gd        TA       Wood       Gd       TA           Av
## 1216          0        TA        TA     CBlock       TA       TA           No
## 1218         72        Gd        TA      PConc       Gd       TA           Mn
## 1219          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1221          0        TA        TA     CBlock       TA       TA           No
## 1222          0        TA        TA     CBlock       TA       TA           No
## 1223        320        TA        TA     CBlock       TA       TA           Mn
## 1224         44        TA        TA     CBlock       TA       Fa           No
## 1228        300        TA        TA     CBlock       TA       TA           No
## 1234        180        TA        TA     CBlock       TA       TA           No
## 1239          0        Gd        TA      PConc       Gd       TA           No
## 1240         32        Gd        TA      PConc       Gd       TA           Av
## 1242          0        Gd        TA      PConc       Gd       TA           Av
## 1244         NA        Ex        TA      PConc       Ex       Gd           Gd
## 1250          0        TA        TA     CBlock       TA       TA           No
## 1251          0        Gd        TA     CBlock       TA       TA           No
## 1253          0        TA        TA     CBlock       TA       TA           No
## 1256          0        TA        TA     BrkTil       TA       Fa           No
## 1257        554        Gd        TA      PConc       Gd       TA           Gd
## 1260          0        TA        TA     CBlock       Gd       TA           No
## 1262          0        TA        TA     CBlock       TA       TA           No
## 1263          0        TA        TA     CBlock       TA       TA           Av
## 1268          0        Ex        TA      PConc       Ex       TA           Gd
## 1269        632        TA        Gd     CBlock       TA       TA           Mn
## 1270        180        TA        TA     CBlock       TA       TA           No
## 1272          0        TA        TA     CBlock       TA       TA           No
## 1273        114        TA        TA     CBlock       TA       TA           No
## 1275          0        TA        TA      PConc       TA       TA           No
## 1280          0        TA        Gd     CBlock       TA       TA           No
## 1281        110        Gd        TA      PConc       Gd       TA           No
## 1282         54        TA        TA     CBlock       Gd       TA           No
## 1283          0        TA        TA     CBlock       Gd       TA           Mn
## 1285          0        TA        TA      PConc       TA       TA           No
## 1286          0        TA        Fa     CBlock       TA       TA           No
## 1287        451        TA        TA     CBlock       TA       TA           No
## 1288        621        TA        Gd     CBlock       TA       TA           Av
## 1295          0        TA        TA     CBlock       TA       TA           No
## 1296        168        TA        TA     CBlock       TA       TA           Av
## 1297        148        TA        Gd     CBlock       TA       TA           Mn
## 1300          0        TA        TA     CBlock       TA       TA           No
## 1304        228        Gd        TA      PConc       Gd       TA           Av
## 1306        300        Gd        TA      PConc       Ex       TA           No
## 1308          0        TA        Gd      PConc       Gd       Gd           No
## 1309          0        TA        TA     CBlock       TA       TA           No
## 1310         88        TA        TA     CBlock       Gd       TA           No
## 1311          0        Gd        Gd      PConc       Gd       TA           Av
## 1312         80        Gd        TA      PConc       Gd       TA           No
## 1315          0        TA        TA     CBlock       TA       TA           No
## 1317        270        Gd        TA      PConc       Ex       TA           Gd
## 1319        178        Gd        TA      PConc       Gd       TA           Gd
## 1320        132        TA        TA      PConc       TA       TA           No
## 1321          0        TA        TA     CBlock       TA       TA           No
## 1322          0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 1325        428        Gd        TA      PConc       Ex       TA           Av
## 1328          0        Gd        Gd     CBlock       TA       TA           No
## 1329          0        Gd        Gd     BrkTil       Gd       TA           No
## 1331        410        Gd        TA      PConc       Gd       Gd           Av
## 1333          0        TA        TA     CBlock       TA       TA           Mn
## 1334          0        TA        TA     CBlock       TA       TA           No
## 1336        360        TA        TA     CBlock       Gd       TA           No
## 1340          0        TA        Gd     CBlock       TA       TA           Mn
## 1341          0        TA        TA     CBlock       TA       TA           No
## 1342          0        TA        TA      PConc       Gd       TA           No
## 1344          0        TA        TA     BrkTil       TA       TA           No
## 1347          0        TA        TA     CBlock       TA       TA           No
## 1348        100        Gd        TA      PConc       Ex       TA           Gd
## 1349          0        Gd        TA      PConc       Gd       TA           Gd
## 1353          0        Gd        TA     BrkTil       TA       TA           No
## 1354        579        Gd        TA      PConc       Gd       TA           Av
## 1357         65        TA        TA     CBlock       TA       TA           No
## 1358          0        TA        TA     CBlock       TA       TA           No
## 1360         66        Gd        TA      PConc       Ex       TA           Av
## 1362         16        Gd        TA      PConc       Ex       TA           Av
## 1363          0        TA        Gd     BrkTil       TA       Fa           No
## 1370        171        Gd        TA      PConc       Gd       TA           Av
## 1371          0        Fa        TA      PConc       TA       TA           No
## 1374        705        Ex        TA      PConc       Ex       TA           Gd
## 1376         80        Gd        TA      PConc       Gd       TA           Gd
## 1378          0        TA        TA     CBlock       TA       TA           No
## 1382          0        TA        TA     CBlock       TA       TA           Mn
## 1385          0        TA        TA     BrkTil       TA       TA           Mn
## 1386          0        TA        Gd     BrkTil       TA       TA           No
## 1388          0        TA        Gd     BrkTil       TA       TA           No
## 1389        160        Ex        TA      PConc       Ex       TA           Gd
## 1390          0        TA        Gd     BrkTil       TA       Gd           No
## 1391        244        Gd        TA      PConc       Gd       TA           Av
## 1397          0        TA        TA     CBlock       TA       TA           Av
## 1399          0        TA        TA     CBlock       TA       TA           No
## 1400          0        TA        TA     BrkTil       TA       TA           No
## 1401          0        TA        TA     BrkTil       TA       TA           No
## 1403          0        Gd        TA      PConc       Gd       Gd           Av
## 1404         84        Gd        TA      PConc       Gd       TA           Gd
## 1405          0        TA        TA      PConc       TA       TA           No
## 1408          0        TA        TA     CBlock       TA       TA           No
## 1412          0        TA        Gd     CBlock       TA       TA           No
## 1414        366        Gd        TA      PConc       Gd       Gd           No
## 1415          0        TA        TA     BrkTil       TA       TA           No
## 1419          0        TA        TA     CBlock       TA       TA           No
## 1420        312        Gd        Gd     CBlock       TA       TA           Av
## 1425          0        TA        TA     CBlock       TA       TA           No
## 1426        243        Gd        TA     CBlock       TA       TA           No
## 1428          0        TA        TA     CBlock       TA       TA           No
## 1430        310        Gd        Gd     CBlock       Gd       TA           No
## 1435          0        TA        TA     CBlock       TA       TA           No
## 1436        237        Gd        Gd     CBlock       TA       TA           No
## 1437          0        TA        TA      PConc       TA       TA           No
## 1438        426        Ex        TA      PConc       Ex       TA           Av
## 1439          0        TA        TA     CBlock       TA       TA           No
## 1445        106        Gd        TA      PConc       Gd       TA           Av
## 1447        189        TA        TA     CBlock       TA       TA           No
## 1449          0        TA        TA     CBlock       Fa       TA           No
## 1452        194        Gd        TA      PConc       Gd       TA           No
## 1454          0        TA        TA      PConc       Gd       TA           No
## 1455          0        Gd        TA      PConc       Gd       TA           No
## 1457        119        TA        TA     CBlock       Gd       TA           No
## 1459          0        TA        TA     CBlock       TA       TA           Mn
## 1460          0        Gd        TA     CBlock       TA       TA           No
##      BsmtFinType1 BsmtFinSF1 BsmtFinType2 BsmtFinSF2 BsmtUnfSF TotalBsmtSF
## 2             ALQ        978          Unf          0       284        1262
## 6             GLQ        732          Unf          0        64         796
## 7             GLQ       1369          Unf          0       317        1686
## 9             Unf          0          Unf          0       952         952
## 11            Rec        906          Unf          0       134        1040
## 13            ALQ        737          Unf          0       175         912
## 14            Unf          0          Unf          0      1494        1494
## 15            BLQ        733          Unf          0       520        1253
## 17            ALQ        578          Unf          0       426        1004
## 19            GLQ        646          Unf          0       468        1114
## 20            LwQ        504          Unf          0       525        1029
## 23            Unf          0          Unf          0      1777        1777
## 25            Rec        188          ALQ        668       204        1060
## 26            Unf          0          Unf          0      1566        1566
## 27            BLQ        234          Rec        486       180         900
## 28            GLQ       1218          Unf          0       486        1704
## 29            BLQ       1277          Unf          0       207        1484
## 32            Unf          0          Unf          0      1228        1228
## 33            Unf          0          Unf          0      1234        1234
## 34            Rec       1018          Unf          0       380        1398
## 37            Unf          0          Unf          0      1097        1097
## 38            Rec       1213          Unf          0        84        1297
## 39            GLQ        731          Unf          0       326        1057
## 41            Rec        643          Unf          0       445        1088
## 42            BLQ        967          Unf          0       383        1350
## 44            LwQ        280          BLQ        491       167         938
## 45            ALQ        179          BLQ        506       465        1150
## 47            GLQ       1351          Unf          0        83        1434
## 48            GLQ         24          Unf          0      1632        1656
## 50            BLQ        763          Unf          0       192         955
## 52            Unf          0          Unf          0       816         816
## 54            GLQ       1810          Unf          0        32        1842
## 56            BLQ        490          Unf          0       935        1425
## 60            ALQ        632          Unf          0       148         780
## 61            ALQ        941          Unf          0       217        1158
## 67            GLQ        912          Unf          0      1035        1947
## 68            GLQ       1013          Unf          0       440        1453
## 70            BLQ        603          Unf          0       701        1304
## 71            ALQ       1880          Unf          0       343        2223
## 72            ALQ        565          Unf          0       280         845
## 74            ALQ        320          BLQ        362       404        1086
## 75            Unf          0          Unf          0       840         840
## 77            ALQ        228          Unf          0       724         952
## 78            BLQ        336          GLQ         41       295         672
## 80            Unf          0          Unf          0       440         440
## 83            GLQ         33          Unf          0      1530        1563
## 84            Unf          0          Unf          0      1065        1065
## 89            Unf          0          Unf          0      1013        1013
## 90            GLQ        588          Unf          0       402         990
## 91           <NA>          0         <NA>          0         0           0
## 92            Rec        600          Unf          0       635        1235
## 97            ALQ       1162          Unf          0       426        1588
## 98            Rec        520          Unf          0       440         960
## 100           ALQ        569          Unf          0       381         950
## 101           ALQ       1200          Unf          0       410        1610
## 104           Unf          0          Unf          0      1226        1226
## 105           LwQ        224          Unf          0       816        1040
## 108           ALQ        104          BLQ        169       516         789
## 109           Unf          0          Unf          0       793         793
## 110           BLQ        705          Unf          0      1139        1844
## 111           Rec        444          Unf          0       550         994
## 114           ALQ         35          Rec        869       905        1809
## 117           LwQ        170          BLQ        670       252        1092
## 118           Unf          0          Unf          0      1125        1125
## 122           Unf          0          Unf          0       732         732
## 123           BLQ        570          Unf          0       510        1080
## 125           Unf          0          Unf          0      1362        1362
## 130           Rec        567          BLQ         28       413        1008
## 133           Rec        405          Unf          0       658        1063
## 134           GLQ       1005          Unf          0       262        1267
## 135           Rec        570          Unf          0       891        1461
## 136           Unf          0          Unf          0      1304        1304
## 137           BLQ        695          Unf          0       519        1214
## 141           ALQ        432          Unf          0       432         864
## 142           GLQ       1300          Unf          0       434        1734
## 143           Rec        507          Unf          0       403         910
## 144           GLQ        679          Unf          0       811        1490
## 149           GLQ        680          Unf          0       400        1080
## 150           Unf          0          Unf          0       896         896
## 151           BLQ        716          Unf          0       253         969
## 152           GLQ       1400          Unf          0       310        1710
## 154           BLQ        429          ALQ       1080        93        1602
## 156           Unf          0          Unf          0       572         572
## 157          <NA>          0         <NA>          0         0           0
## 161           BLQ        660          Unf          0       572        1232
## 163           BLQ       1201          Unf          0       340        1541
## 167           LwQ        379          BLQ        768       470        1617
## 170           Unf          0          Unf          0      1686        1686
## 171           Rec        360          Unf          0       360         720
## 172           BLQ        639          Unf          0       441        1080
## 174           ALQ        288          Rec        374       700        1362
## 175           ALQ       1398          LwQ        208         0        1606
## 176           ALQ        477          Unf          0       725        1202
## 178           ALQ         57          BLQ        441       554        1052
## 179           GLQ       1904          Unf          0       312        2216
## 183          <NA>          0         <NA>          0         0           0
## 184           Unf          0          Unf          0      1362        1362
## 185           Unf          0          Unf          0       504         504
## 188           Unf          0          Unf          0       660         660
## 193           GLQ        560          Unf          0       871        1431
## 195           ALQ        390          Unf          0       474         864
## 197           GLQ       1126          Unf          0       600        1726
## 200           GLQ       1088          Unf          0       625        1713
## 201           Unf          0          Unf          0      1121        1121
## 202           ALQ        641          LwQ        279       276        1196
## 203           LwQ        617          Unf          0         0         617
## 205           LwQ        312          Unf          0       408         720
## 206           Unf          0          Unf          0      1424        1424
## 207           Unf          0          Unf          0      1140        1140
## 208           ALQ        419          Rec        306       375        1100
## 210           Rec        787          Unf          0       305        1092
## 212           GLQ         36          Unf          0      1176        1212
## 214           ALQ        716          Unf          0       274         990
## 216           BLQ        360          Unf          0       710        1070
## 217           GLQ        946          Unf          0       490        1436
## 219           BLQ        341          Unf          0       457         798
## 221           Unf          0          Unf          0      1498        1498
## 224           ALQ        524          LwQ        180       160         864
## 225           GLQ         56          Unf          0      2336        2392
## 229           ALQ        842          Unf          0        70         912
## 231           Unf          0          Unf          0      1194        1194
## 234           LwQ        182          ALQ        712         0         894
## 237           GLQ         24          Unf          0      1390        1414
## 239           Unf          0          Unf          0      1694        1694
## 240           LwQ         94          Unf          0       641         735
## 241           GLQ       1078          Unf          0       488        1566
## 243           Unf          0          Unf          0       540         540
## 246           GLQ        929          Unf          0       916        1845
## 248           Unf          0          Unf          0      1367        1367
## 250           Rec        697          Unf          0       747        1444
## 255           Rec        922          Unf          0       392        1314
## 258           GLQ       1334          Unf          0       270        1604
## 260          <NA>          0         <NA>          0         0           0
## 264           LwQ        234          ALQ        692         0         926
## 266           GLQ        588          LwQ        228       606        1422
## 270           BLQ        751          Unf          0       392        1143
## 272           LwQ        226          GLQ       1063        96        1385
## 274           Rec        620          LwQ        620         0        1240
## 275           ALQ        546          Unf          0       270         816
## 276           Unf          0          Unf          0       952         952
## 277           Unf          0          Unf          0      1560        1560
## 278           LwQ        120          Unf          0       744         864
## 279           Unf          0          Unf          0      2121        2121
## 282           GLQ        905          Unf          0       357        1262
## 284           Unf          0          Unf          0      1468        1468
## 287           Rec        600          Unf          0       312         912
## 288           BLQ        614          Unf          0       244         858
## 289           BLQ        450          Unf          0       432         882
## 293           LwQ        292          Unf          0       476         768
## 295           GLQ       1285          Unf          0       131        1416
## 297           BLQ        420          Unf          0       490         910
## 300           Unf          0          Unf          0      1092        1092
## 303           Unf          0          Unf          0      1541        1541
## 304           ALQ        894          Unf          0         0         894
## 306           GLQ       1464          Unf          0       536        2000
## 308           Unf          0          Unf          0       319         319
## 310           GLQ       1274          Unf          0       622        1896
## 312           ALQ        680          Unf          0       292         972
## 314           ALQ       1236          Rec        820        80        2136
## 324           ALQ        256          Unf          0       906        1162
## 328           Rec        565          Unf          0       818        1383
## 332           Rec        846          Unf          0       210        1056
## 333           GLQ       1124         <NA>        479      1603        3206
## 337           GLQ       1249          Unf          0       673        1922
## 338           GLQ        810          Unf          0       726        1536
## 339           ALQ        213          Unf          0       995        1208
## 340           Rec        585          Unf          0       630        1215
## 342           Unf          0          Unf          0       721         721
## 346           Unf          0          Unf          0       972         972
## 347           BLQ        498          Unf          0       460         958
## 348           BLQ       1270          Unf          0       208        1478
## 353           LwQ        236          Rec        380         0         616
## 355           LwQ        388          Unf          0       552         940
## 356           ALQ        334          BLQ        544       322        1200
## 357           GLQ        560          Unf          0       598        1158
## 362           Rec        399          Unf          0       484         883
## 367           BLQ        609          Unf          0       785        1394
## 369           LwQ        540          Unf          0       728        1268
## 370           ALQ         72          Rec        258       733        1063
## 372          <NA>          0         <NA>          0         0           0
## 374           BLQ        428          LwQ        180         0         608
## 379           GLQ       1445          Unf          0       411        1856
## 381           LwQ        218          Unf          0       808        1026
## 382           Unf          0          Unf          0      1293        1293
## 387           Unf          0          Unf          0       658         658
## 389           Unf          0          Unf          0      1468        1468
## 391           Rec        241          BLQ        391       229         861
## 393          <NA>          0         <NA>          0         0           0
## 395           Unf          0          Unf          0       735         735
## 396           BLQ        739          Unf          0       405        1144
## 397           Rec        777          Unf          0       117         894
## 402           GLQ         24          Unf          0      1286        1310
## 406           BLQ       1116          Unf          0       165        1281
## 407           Unf          0          Unf          0      1064        1064
## 411           Unf          0          Unf          0      1276        1276
## 413           GLQ        578          Unf          0       892        1470
## 416           GLQ         24          Unf          0      1316        1340
## 419           ALQ        312          Unf          0       444         756
## 420           BLQ        775          Unf          0       281        1056
## 422           ALQ       1246          Unf          0       356        1602
## 423           Unf          0          Unf          0       988         988
## 425           LwQ        616          Unf          0       580        1196
## 428           Rec        288          Unf          0       619         907
## 429           GLQ        664          Unf          0       544        1208
## 430           GLQ       1005          Unf          0       387        1392
## 432           Unf          0          Unf          0       901         901
## 437           Unf          0          Unf          0       648         648
## 440           Unf          0          Unf          0       684         684
## 441           GLQ       1767          ALQ        539       788        3094
## 443           Unf          0          Unf          0      1078        1078
## 446           Unf          0          Unf          0      1436        1436
## 447           ALQ        247          Rec        713       557        1517
## 449           Unf          0          Unf          0       780         780
## 450           ALQ        331          Unf          0       318         649
## 452           ALQ        655          Unf          0       878        1533
## 456           ALQ        916          Unf          0       326        1242
## 458           BLQ       1116          Unf          0       248        1364
## 460           LwQ        185          Unf          0       524         709
## 463           Rec        553          BLQ        311         0         864
## 465           Rec        616          Unf          0       424        1040
## 467           GLQ        778          Unf          0       499        1277
## 469           Unf          0          Unf          0      1626        1626
## 474           GLQ       1350          Unf          0       626        1976
## 476           GLQ        630          Unf          0       340         970
## 477           GLQ        994          Unf          0       484        1478
## 479           GLQ       1288          Unf          0       417        1705
## 481           GLQ       1261          Unf          0       572        1833
## 482           GLQ       1567          Unf          0       225        1792
## 485           ALQ        588          Unf          0       411         999
## 486           ALQ        607          Unf          0       506        1113
## 487           ALQ        836          Unf          0       237        1073
## 488           ALQ        998          Unf          0       486        1484
## 492           BLQ        403          Rec        165       238         806
## 494           BLQ        374          LwQ        532       363        1269
## 497           GLQ       1231          Unf          0      1969        3200
## 498           Rec        329          Unf          0       697        1026
## 499           ALQ        450          Unf          0       414         864
## 500           BLQ        111          LwQ        279       522         912
## 503           ALQ        698          GLQ         96       420        1214
## 504           ALQ       1247          Unf          0       254        1501
## 508           GLQ         27          Unf          0      1191        1218
## 510           ALQ        991          Unf          0        50        1041
## 511           BLQ        650          Rec        180       178        1008
## 513           BLQ        521          LwQ        174       169         864
## 514           ALQ        336          Unf          0       748        1084
## 516           GLQ       1436          Unf          0       570        2006
## 522           Rec        777          Unf          0       467        1244
## 523           ALQ        399          Unf          0       605        1004
## 526           Unf          0          Unf          0      1257        1257
## 527           Rec        377          Unf          0       551         928
## 530           Rec       1219          Unf          0       816        2035
## 533          <NA>          0         <NA>          0         0           0
## 534          <NA>          0         <NA>          0         0           0
## 538           BLQ        600          Unf          0       264         864
## 539           BLQ        673          Unf          0       378        1051
## 540           GLQ       1358          Unf          0       223        1581
## 541           GLQ       1260          Unf          0       578        1838
## 543           LwQ        144          GLQ       1127       379        1650
## 546           GLQ       1002          LwQ        202         0        1204
## 547           Rec        300          Unf          0       765        1065
## 549           LwQ        180          Rec        645         0         825
## 552           Rec        308          Unf          0       620         928
## 553           Unf          0          Unf          0      1709        1709
## 554          <NA>          0         <NA>          0         0           0
## 557           Rec        895          Unf          0       197        1092
## 558           Rec        637          Unf          0         0         637
## 561           ALQ       1302          Unf          0        90        1392
## 562           ALQ       1071          LwQ        123       195        1389
## 564           Unf          0          Unf          0      1163        1163
## 568           GLQ          2          Unf          0      1515        1517
## 569           GLQ       1441          Unf          0        55        1496
## 572           BLQ        414          Unf          0       450         864
## 576           Rec        442          Unf          0       390         832
## 577           Unf          0          Unf          0       861         861
## 580           Unf          0          Unf          0      1050        1050
## 581           BLQ        594          Rec        219       331        1144
## 582           Unf          0          Unf          0      2042        2042
## 585           Unf          0          Unf          0       884         884
## 586           GLQ       1460          Unf          0       408        1868
## 589           GLQ       1324          Unf          0       113        1437
## 593           GLQ        816          Unf          0         0         816
## 595           Unf          0          Unf          0       924         924
## 596           GLQ       1422          Unf          0       392        1814
## 599           ALQ       1283          LwQ        147         0        1430
## 602           Unf          0          Unf          0       780         780
## 605           GLQ        922          Unf          0       572        1494
## 607           GLQ        732          Unf          0       308        1040
## 608           GLQ        603          Unf          0       293         896
## 610           Rec        903          Unf          0       126        1029
## 614           ALQ        206          Unf          0       914        1120
## 619           GLQ         48          Unf          0      1774        1822
## 623           BLQ        560          Unf          0       420         980
## 626           Unf          0          Unf          0      1116        1116
## 627           Unf          0          Unf          0       978         978
## 633           ALQ        822          Unf          0       564        1386
## 634           BLQ        480          LwQ        468       108        1056
## 645           GLQ       1121          Unf          0       645        1766
## 646           ALQ        282          LwQ         35       664         981
## 647          <NA>          0         <NA>          0         0           0
## 648           Rec        500          Unf          0       594        1094
## 654           Unf          0          Unf          0       756         756
## 655           GLQ       1696          Unf          0       413        2109
## 657           ALQ        806          Unf          0       247        1053
## 659           Unf          0          Unf          0       912         912
## 660           BLQ        637          Unf          0       849        1486
## 663           Unf          0          Unf          0      1392        1392
## 665           GLQ       1721          Unf          0       356        2077
## 668           GLQ       1138          Unf          0       270        1408
## 669           Rec        988          Unf          0       200        1188
## 673           ALQ        767          Unf          0       441        1208
## 674           GLQ       1186          Unf          0       291        1477
## 675           Rec        892          Unf          0       244        1136
## 679           Unf          0          Unf          0      2046        2046
## 680           Rec        827          Unf          0       161         988
## 682           Rec        182          Unf          0       611         793
## 684           GLQ       1059          Unf          0       567        1626
## 689           GLQ        945          Unf          0       474        1419
## 695           Unf          0          Unf          0       927         927
## 696           GLQ        980          LwQ         40        92        1112
## 698           LwQ        210          ALQ        551       219         980
## 699           GLQ        553          BLQ        117       224         894
## 701           GLQ       1274          Unf          0       526        1800
## 702           Unf          0          Unf          0      1164        1164
## 705           GLQ        712          Unf          0       761        1473
## 707           GLQ       1219          Unf          0       424        1643
## 710           Unf          0          Unf          0       876         876
## 712           Unf          0          Unf          0       859         859
## 716           Unf          0          Unf          0      1064        1064
## 718           BLQ       1084          Unf          0        92        1176
## 720           ALQ        523          Unf          0       448         971
## 723           ALQ        191          Unf          0       673         864
## 724           Unf          0          Unf          0       941         941
## 725           GLQ       1234          Unf          0       464        1698
## 726           ALQ        375          BLQ        239       250         864
## 727           GLQ        808          Unf          0        72         880
## 728           GLQ        724          Unf          0       508        1232
## 734           BLQ        594          Unf          0       270         864
## 735           Unf          0          Unf          0       948         948
## 742           GLQ        832          Unf          0        80         912
## 743           Unf          0          Unf          0      1349        1349
## 749           GLQ        919          Unf          0       801        1720
## 750          <NA>          0         <NA>          0         0           0
## 751           Unf          0          Unf          0       576         576
## 753           GLQ       1200          Unf          0       279        1479
## 755           GLQ        439          LwQ        472       115        1026
## 761           Rec        612          Unf          0       252         864
## 766           Unf          0          Unf          0      1498        1498
## 768           ALQ        660          Unf          0       323         983
## 769           GLQ         24          Unf          0      1836        1860
## 772           LwQ        836          Unf          0         0         836
## 774           Rec        456          Unf          0       456         912
## 775           Unf          0          Unf          0      1935        1935
## 777           GLQ         20          Unf          0      1594        1614
## 778           ALQ        762          Unf          0       102         864
## 781           Unf          0          Unf          0      1237        1237
## 783           Unf          0          Unf          0      1413        1413
## 786           Rec        251          LwQ        630       491        1372
## 787           LwQ        686          Unf          0         0         686
## 789           Unf          0          Unf          0       901         901
## 794           Unf          0          Unf          0      1496        1496
## 797           Unf          0          Unf          0       660         660
## 798           BLQ        570          Unf          0       203         773
## 800           ALQ        569          Unf          0       162         731
## 805           LwQ        812          Unf          0       124         936
## 806           Unf          0          Unf          0      1417        1417
## 811           ALQ        663          LwQ        377         0        1040
## 813           Unf          0          Unf          0       540         540
## 814           Rec        608          Unf          0       834        1442
## 815           Unf          0          Unf          0       686         686
## 816           Unf          0          Unf          0      1649        1649
## 817           BLQ        486          Unf          0       522        1008
## 818           GLQ       1218          Unf          0       350        1568
## 822           Unf          0          Unf          0       936         936
## 824           Unf          0          Unf          0       778         778
## 825           Unf          0          Unf          0      1489        1489
## 826           GLQ       1636          Unf          0       442        2078
## 828           GLQ         20          Unf          0      1434        1454
## 831           Rec       1040          Unf          0       352        1392
## 834           Rec        196          BLQ        345       975        1516
## 835           Rec        572          Unf          0       572        1144
## 836           BLQ        442          Unf          0       625        1067
## 839           Unf          0          Unf          0      1099        1099
## 840           BLQ        352          Unf          0       416         768
## 845           Unf          0          Unf          0       876         876
## 848           BLQ        460          Unf          0       404         864
## 849           Unf          0          Unf          0       907         907
## 855           ALQ        306          Rec       1085       372        1763
## 856           ALQ        659          Unf          0       381        1040
## 859           Unf          0          Unf          0      1090        1090
## 861           Unf          0          Unf          0       912         912
## 863           GLQ        338          Unf          0       702        1040
## 864           BLQ       1148          Unf          0         0        1148
## 865           Unf          0          Unf          0      1372        1372
## 866           BLQ        828          Unf          0       174        1002
## 867           Unf          0          Unf          0      1638        1638
## 868           ALQ        932          Unf          0       108        1040
## 871           Unf          0          Unf          0       894         894
## 873           Unf          0          Unf          0       105         105
## 875           Unf          0          Unf          0       676         676
## 877           ALQ        633          Unf          0       431        1064
## 880           ALQ        646          Unf          0       218         864
## 881           ALQ        980          Unf          0       110        1090
## 882           LwQ        902          Unf          0       254        1156
## 885           BLQ        432          Unf          0       460         892
## 888           Unf          0          Unf          0       816         816
## 889           ALQ        351          Rec        823      1043        2217
## 890           BLQ       1024          Unf          0       481        1505
## 891           Unf          0          Unf          0       672         672
## 893           GLQ        663          Unf          0       396        1059
## 894           BLQ       1064          Unf          0       319        1383
## 899           GLQ       2188          Unf          0       142        2330
## 900           BLQ        465          Unf          0       447         912
## 901           ALQ        322          Unf          0       536         858
## 902           BLQ        860          Unf          0       132         992
## 904           Unf          0          Unf          0      1670        1670
## 905           GLQ        599          Unf          0       277         876
## 906           Rec        354          LwQ        290       412        1056
## 907           GLQ         63          Unf          0      1560        1623
## 908           Rec        223          Unf          0       794        1017
## 909           BLQ        301          ALQ        324       239         864
## 912           ALQ        196          Unf          0      1072        1268
## 917           BLQ         50          Unf          0       430         480
## 918           ALQ       1059          Unf          0        75        1134
## 920           ALQ        528          BLQ        411       245        1184
## 923           GLQ         28          Unf          0      1288        1316
## 925           BLQ        625          LwQ       1061         0        1686
## 926           ALQ        767          LwQ         93       266        1126
## 929           Unf          0          Unf          0      1753        1753
## 931           GLQ         16          Unf          0      1450        1466
## 932           BLQ        338          Rec        466       121         925
## 933           Unf          0          Unf          0      1905        1905
## 934           GLQ         20          Unf          0      1480        1500
## 935           GLQ        425          Unf          0       160         585
## 937           GLQ        833          Unf          0       343        1176
## 945           GLQ        111          Rec        354       354         819
## 946           LwQ       1088          Unf          0         0        1088
## 948           GLQ       1300          Unf          0       316        1616
## 950           ALQ        982          Unf          0       179        1161
## 951           ALQ        398          BLQ        149       317         864
## 952           BLQ        641          Unf          0       187         828
## 958           Rec        417          Unf          0       640        1057
## 959           GLQ        699          Unf          0       638        1337
## 961           BLQ        696          Unf          0       162         858
## 964           Unf          0          Unf          0      1800        1800
## 967           Rec        428          Unf          0       300         728
## 968           ALQ        902          Unf          0       196        1098
## 969           Unf          0          Unf          0       600         600
## 971           Unf          0          Unf          0       720         720
## 974           Unf          0          Unf          0      1428        1428
## 979           LwQ        552          Unf          0       342         894
## 980           Rec        651          Unf          0       470        1121
## 983           Unf          0          Unf          0      1266        1266
## 987           Unf          0          Unf          0       485         485
## 988           GLQ       1646          Unf          0       284        1930
## 995           GLQ       1172          Unf          0       528        1700
## 996           ALQ        384          Unf          0       363         747
## 997           Rec        915          Unf          0       135        1050
## 998           Unf          0          Unf          0      1442        1442
## 1000          GLQ        686          Unf          0       501        1187
## 1001         <NA>          0         <NA>          0         0           0
## 1003          GLQ         24          Unf          0      1550        1574
## 1007          LwQ       1237          Unf          0       420        1657
## 1009          Unf          0          Unf          0      1710        1710
## 1010          Unf          0          Unf          0      1008        1008
## 1011          Unf          0          Unf          0       720         720
## 1015          BLQ        336          Unf          0       746        1082
## 1017          GLQ        690          Unf          0       814        1504
## 1021          GLQ       1024          Unf          0       108        1132
## 1022          GLQ        684          Unf          0       515        1199
## 1023          LwQ        324          Unf          0       588         912
## 1025          ALQ       1165          LwQ        400         0        1565
## 1026          LwQ        138          Rec        468       276         882
## 1027          Rec        697          Unf          0       571        1268
## 1028          GLQ       1513          Unf          0       125        1638
## 1029          Rec        368          BLQ         41       359         768
## 1034          GLQ        986          Unf          0       668        1654
## 1036         <NA>          0         <NA>          0         0           0
## 1037          GLQ       1022          Unf          0       598        1620
## 1041          Rec        168          BLQ        682       284        1134
## 1045          ALQ       1104          Unf          0      1420        2524
## 1046         <NA>          0         <NA>          0         0           0
## 1048          GLQ        686          Unf          0       304         990
## 1049         <NA>          0         <NA>          0         0           0
## 1050         <NA>          0         <NA>          0         0           0
## 1051          Unf          0          Unf          0      1302        1302
## 1052          Unf          0          Unf          0      1316        1316
## 1054          Rec        383          Unf          0       833        1216
## 1056          ALQ        644          Unf          0       549        1193
## 1060          Rec        297          LwQ        557         0         854
## 1065          BLQ        740          Rec        230       184        1154
## 1071          BLQ        586          Unf          0       462        1048
## 1073          Unf          0          Unf          0       810         810
## 1075          Unf          0          Unf          0      1240        1240
## 1077          ALQ        626          Unf          0       170         796
## 1078          BLQ         75          Rec        791       230        1096
## 1080          GLQ        495          Unf          0       495         990
## 1081          ALQ        656          Unf          0       602        1258
## 1082          ALQ        824          Unf          0       216        1040
## 1083          Unf          0          Unf          0      1459        1459
## 1084          BLQ        553          Unf          0       698        1251
## 1093          Rec        423          Unf          0       758        1181
## 1094          GLQ        661          Unf          0       203         864
## 1095          BLQ        248          Rec        240       448         936
## 1096          GLQ         24          Unf          0      1290        1314
## 1099          BLQ        672          Unf          0         0         672
## 1100          ALQ        704          Unf          0       567        1271
## 1102          BLQ        412          LwQ        287       251         950
## 1103          Rec        588          Unf          0       422        1010
## 1104          ALQ        655          Unf          0         0         655
## 1107          GLQ        738          Unf          0       172         910
## 1110          GLQ       1039          Unf          0       797        1836
## 1113          GLQ        708          Unf          0       108         816
## 1114          BLQ        643          Unf          0       365        1008
## 1115          Rec        415          Unf          0       418         833
## 1116          GLQ       1004          Unf          0       730        1734
## 1118          BLQ        702          Unf          0       192         894
## 1120          LwQ        369          Unf          0       671        1040
## 1122          GLQ         24          Unf          0      1528        1552
## 1123          Unf          0          Unf          0       672         672
## 1124          Unf          0          Unf          0       698         698
## 1126          Unf          0          Unf          0      1005        1005
## 1128          GLQ       1300          Unf          0       230        1530
## 1131          BLQ        622          Unf          0       500        1122
## 1132          BLQ        212          Unf          0       762         974
## 1137          BLQ        280          Unf          0       752        1032
## 1138          Unf          0          Unf          0       780         780
## 1139          ALQ       1567          Unf          0         0        1567
## 1141          ALQ        852          Unf          0       100         952
## 1144          GLQ        288          Unf          0       718        1006
## 1146          Unf          0          Unf          0      1042        1042
## 1147          GLQ       1258          Unf          0        40        1298
## 1149          Unf          0          Unf          0       572         572
## 1151          Unf          0          Unf          0       932         932
## 1152          BLQ        176          Unf          0      1290        1466
## 1153          ALQ        296          GLQ        547       230        1073
## 1156          ALQ       1157          Unf          0       280        1437
## 1159          Unf          0          Unf          0      1580        1580
## 1162          BLQ        728          Unf          0       568        1296
## 1163          BLQ        492          Unf          0       402         894
## 1166          Unf          0          Unf          0      1502        1502
## 1167          Unf          0          Unf          0      1694        1694
## 1172          ALQ        662          Unf          0       599        1261
## 1174          Rec        152          BLQ        469       977        1598
## 1176          GLQ        700          Unf          0       983        1683
## 1177          ALQ        658          Unf          0       218         876
## 1178          Rec        468          Unf          0       350         818
## 1179          Unf          0          Unf          0       731         731
## 1180         <NA>          0         <NA>          0         0           0
## 1185          Rec       1159          Unf          0       413        1572
## 1186          BLQ        392          Unf          0       392         784
## 1188          GLQ       1456          Unf          0       168        1624
## 1193          Unf          0          Unf          0       702         702
## 1199          Unf          0          Unf          0      1212        1212
## 1200          Rec        547          Unf          0       504        1051
## 1201          Unf          0          Unf          0       864         864
## 1203          Unf          0          Unf          0       884         884
## 1204          Unf          0          Unf          0      1630        1630
## 1205          ALQ        788          Unf          0       268        1056
## 1206          ALQ        485          BLQ        177      1496        2158
## 1207          Rec       1056          Unf          0         0        1056
## 1208          GLQ        340          Unf          0      1342        1682
## 1209          Rec        504          BLQ        108       319         931
## 1210          GLQ       1220          Unf          0       440        1660
## 1212          GLQ        427          Unf          0       132         559
## 1216          Rec        180          LwQ        374       340         894
## 1218          GLQ        936          Unf          0       364        1300
## 1219         <NA>          0         <NA>          0         0           0
## 1221          Rec        312          LwQ        600         0         912
## 1222          BLQ        250          LwQ        492       210         952
## 1223          Rec        196          Unf          0       844        1040
## 1224          LwQ        756          Unf          0      1380        2136
## 1228          ALQ        595          Unf          0       317         912
## 1234          Rec       1000          Unf          0       188        1188
## 1239          Unf          0          Unf          0      1141        1141
## 1240          GLQ        428          Unf          0      1048        1476
## 1242          Unf          0          Unf          0      1689        1689
## 1244          GLQ       1386          Unf          0       690        2076
## 1250          BLQ        534          Rec         96       246         876
## 1251          ALQ       1065          Unf          0      1045        2110
## 1253          BLQ        510          Unf          0       354         864
## 1256          LwQ        425          Unf          0       459         884
## 1257          GLQ       1314          Unf          0       672        1986
## 1260          ALQ        602          LwQ        438        14        1054
## 1262          Rec        504          Unf          0       546        1050
## 1263          Unf          0          Unf          0      1104        1104
## 1268          Unf          0          Unf          0      2002        2002
## 1269          Rec        192          Unf          0       536         728
## 1270          BLQ        460          Unf          0       414         874
## 1272          Unf          0          Unf          0      1489        1489
## 1273          BLQ        560          LwQ        375         0         935
## 1275          Unf          0          Unf          0       661         661
## 1280          Unf          0          Unf          0       698         698
## 1281          GLQ        788          Unf          0       785        1573
## 1282          ALQ       1053          Unf          0       256        1309
## 1283          LwQ        532          Rec        144       364        1040
## 1285          Unf          0          Unf          0       804         804
## 1286          Unf          0          Unf          0       780         780
## 1287          ALQ        569          Rec         81       678        1328
## 1288          Rec        812          Unf          0       812        1624
## 1295          Rec        167          Unf          0       697         864
## 1296          BLQ       1016          Unf          0        36        1052
## 1297          ALQ        776          Unf          0       344        1120
## 1300          LwQ        340          Rec        906         0        1246
## 1304          Unf          0          Unf          0      1616        1616
## 1306          GLQ       1572          Unf          0        80        1652
## 1308          ALQ        746          Unf          0       244         990
## 1309          GLQ        144          ALQ        608       172         924
## 1310          GLQ       1200          Unf          0        78        1278
## 1311          GLQ       1406          Unf          0       496        1902
## 1312          GLQ        925          Unf          0       349        1274
## 1315          Rec        732          Unf          0       216         948
## 1317          Unf          0          Unf          0      1622        1622
## 1319          Unf          0          Unf          0      1753        1753
## 1320          ALQ        492          Unf          0       372         864
## 1321          ALQ        189          Rec        661       628        1478
## 1322         <NA>          0         <NA>          0         0           0
## 1325          Unf          0          Unf          0      1795        1795
## 1328          ALQ        641          Unf          0       175         816
## 1329          LwQ        493          Unf          0      1017        1510
## 1331          Unf          0          Unf          0      1588        1588
## 1333          ALQ        690          Unf          0       126         816
## 1334          Unf          0          Unf          0       803         803
## 1336          ALQ        686          Unf          0       664        1350
## 1340          Rec        360          Unf          0       504         864
## 1341          Unf          0          Unf          0       858         858
## 1342          GLQ        814          Unf          0       300        1114
## 1344          Unf          0          Unf          0       896         896
## 1347          BLQ        297          Rec         68      1203        1568
## 1348          GLQ         80          Unf          0      1652        1732
## 1349          GLQ       1443          Unf          0        39        1482
## 1353          Unf          0          Unf          0       698         698
## 1354          GLQ        816          Unf          0      1217        2033
## 1357          Rec        340          Unf          0       524         864
## 1358          GLQ        734          Unf          0       344        1078
## 1360          GLQ       1447          Unf          0       533        1980
## 1362          ALQ       1274          Unf          0       256        1530
## 1363          Unf          0          Unf          0       715         715
## 1370          BLQ        370          GLQ        972       315        1657
## 1371          ALQ        315          Rec        105       420         840
## 1374          GLQ       1282          Unf          0      1351        2633
## 1376          Unf          0          Unf          0      1571        1571
## 1378          LwQ        408          BLQ        420       156         984
## 1382          BLQ        865          Unf          0       340        1205
## 1385          Rec        204          Unf          0       356         560
## 1386          BLQ        735          Unf          0        61         796
## 1388          Rec        168          LwQ        546         0         714
## 1389          GLQ       1320          Unf          0       426        1746
## 1390          ALQ        375          Unf          0       360         735
## 1391          GLQ       1400          Unf          0       125        1525
## 1397          BLQ        353          Rec        334        60         747
## 1399          Rec        180          BLQ        352       676        1208
## 1400          BLQ        264          Unf          0       712         976
## 1401          Unf          0          Unf          0       862         862
## 1403          Unf          0          Unf          0      1286        1286
## 1404          GLQ        929          Unf          0       556        1485
## 1405          Unf          0          Unf          0       672         672
## 1408          ALQ        625          Unf          0       208         833
## 1412          BLQ        120          Unf          0       736         856
## 1414          GLQ        976          Unf          0       868        1844
## 1415          Unf          0          Unf          0       833         833
## 1419          BLQ         25          Rec        872       247        1144
## 1420          Rec       1110          Unf          0       734        1844
## 1425          ALQ        457          Rec        374       193        1024
## 1426          Unf          0          Unf          0      1252        1252
## 1428          BLQ        580          Unf          0       333         913
## 1430          BLQ        678          Unf          0       762        1440
## 1435          ALQ        936          Unf          0       190        1126
## 1436          Unf          0          Unf          0      1319        1319
## 1437          ALQ        616          Unf          0       248         864
## 1438          GLQ       1336          Unf          0       596        1932
## 1439          GLQ        600          Unf          0       312         912
## 1445          Unf          0          Unf          0      1422        1422
## 1447          Rec        593          Unf          0       595        1188
## 1449          Unf          0          Unf          0       560         560
## 1452          Unf          0          Unf          0      1573        1573
## 1454          Unf          0          Unf          0      1140        1140
## 1455          GLQ        410          Unf          0       811        1221
## 1457          ALQ        790          Rec        163       589        1542
## 1459          GLQ         49          Rec       1029         0        1078
## 1460          BLQ        830          LwQ        290       136        1256
##      Heating HeatingQC CentralAir Electrical X1stFlrSF X2ndFlrSF LowQualFinSF
## 2       GasA        Ex          Y      SBrkr      1262         0            0
## 6       GasA        Ex          Y      SBrkr       796       566            0
## 7       GasA        Ex          Y      SBrkr      1694         0            0
## 9       GasA        Gd          Y      FuseF      1022       752            0
## 11      GasA        Ex          Y      SBrkr      1040         0            0
## 13      GasA        TA          Y      SBrkr       912         0            0
## 14      GasA        Ex          Y      SBrkr      1494         0            0
## 15      GasA        TA          Y      SBrkr      1253         0            0
## 17      GasA        Ex          Y      SBrkr      1004         0            0
## 19      GasA        Ex          Y      SBrkr      1114         0            0
## 20      GasA        TA          Y      SBrkr      1339         0            0
## 23      GasA        Ex          Y      SBrkr      1795         0            0
## 25      GasA        Ex          Y      SBrkr      1060         0            0
## 26      GasA        Ex          Y      SBrkr      1600         0            0
## 27      GasA        TA          Y      SBrkr       900         0            0
## 28      GasA        Ex          Y      SBrkr      1704         0            0
## 29      GasA        TA          Y      SBrkr      1600         0            0
## 32      GasA        Gd          Y      SBrkr      1228         0            0
## 33      GasA        Ex          Y      SBrkr      1234         0            0
## 34      GasA        Gd          Y      SBrkr      1700         0            0
## 37      GasA        Ex          Y      SBrkr      1097         0            0
## 38      GasA        Gd          Y      SBrkr      1297         0            0
## 39      GasA        TA          Y      SBrkr      1057         0            0
## 41      GasA        Ex          Y      SBrkr      1324         0            0
## 42      GasA        Gd          Y      SBrkr      1328         0            0
## 44      GasA        TA          Y      SBrkr       938         0            0
## 45      GasA        Ex          Y      FuseA      1150         0            0
## 47      GasA        Ex          Y      SBrkr      1518       631            0
## 48      GasA        Ex          Y      SBrkr      1656         0            0
## 50      GasA        Ex          Y      SBrkr       955         0            0
## 52      GasA        TA          Y      SBrkr       816         0          360
## 54      GasA        Gd          Y      SBrkr      1842         0            0
## 56      GasA        Gd          Y      SBrkr      1425         0            0
## 60      GasA        Ex          Y      SBrkr       780         0            0
## 61      GasA        Ex          Y      SBrkr      1158         0            0
## 67      GasA        TA          Y      SBrkr      2207         0            0
## 68      GasA        Ex          Y      SBrkr      1479         0            0
## 70      GasW        TA          Y      SBrkr      1304       983            0
## 71      GasA        Ex          Y      SBrkr      2223         0            0
## 72      GasA        TA          Y      SBrkr       845         0            0
## 74      GasA        Gd          Y      SBrkr      1086         0            0
## 75      GasA        Gd          N      SBrkr       840       765            0
## 77      GasA        Ex          Y      FuseA       952         0            0
## 78      GasA        TA          Y      SBrkr      1072       213            0
## 80      GasA        Gd          Y      SBrkr       682       548            0
## 83      GasA        Ex          Y      SBrkr      1563         0            0
## 84      GasA        Gd          Y      SBrkr      1065         0            0
## 89      GasA        TA          N      SBrkr      1013         0          513
## 90      GasA        Ex          Y      SBrkr       990         0            0
## 91      GasA        TA          Y      FuseA      1040         0            0
## 92      GasA        TA          Y      SBrkr      1235         0            0
## 97      GasA        Ex          Y      SBrkr      1588         0            0
## 98      GasA        TA          Y      FuseF       960         0            0
## 100     GasA        Fa          Y      SBrkr      1225         0            0
## 101     GasA        Gd          Y      SBrkr      1610         0            0
## 104     GasA        Ex          Y      SBrkr      1226         0            0
## 105     GasA        Ex          Y      FuseF      1226       592            0
## 108     GasA        Ex          Y      SBrkr       789         0            0
## 109     GasW        TA          N      FuseF       997       520            0
## 110     GasA        Ex          Y      SBrkr      1844         0            0
## 111     GasA        Gd          Y      SBrkr      1216       639            0
## 114     GasA        TA          Y      SBrkr      2259         0            0
## 117     GasA        TA          Y      SBrkr      1092         0            0
## 118     GasA        Gd          Y      SBrkr      1125         0            0
## 122     GasA        Gd          Y      SBrkr       772       351            0
## 123     GasA        Gd          Y      SBrkr      1080         0            0
## 125     GasA        TA          Y      SBrkr      1586         0            0
## 130     GasA        TA          Y      FuseA      1053         0            0
## 133     GasA        Gd          Y      SBrkr      1327         0            0
## 134     GasA        Ex          Y      SBrkr      1296         0            0
## 135     GasA        Gd          Y      SBrkr      1721         0            0
## 136     GasA        Gd          Y      SBrkr      1682         0            0
## 137     GasA        TA          Y      SBrkr      1214         0            0
## 141     GasA        TA          Y      SBrkr       864         0            0
## 142     GasA        Ex          Y      SBrkr      1734         0            0
## 143     GasA        Fa          Y      SBrkr       910       475            0
## 144     GasA        Ex          Y      SBrkr      1501         0            0
## 149     GasA        Ex          Y      SBrkr      1080         0            0
## 150     GasA        Gd          Y      FuseA       896       448            0
## 151     GasA        TA          Y      SBrkr       969         0            0
## 152     GasA        Ex          Y      SBrkr      1710         0            0
## 154     GasA        Gd          Y      SBrkr      1252         0            0
## 156     Grav        Fa          N      FuseF       572       524            0
## 157     GasA        TA          Y      FuseF      1040         0            0
## 161     GasA        TA          Y      SBrkr      1232         0            0
## 163     GasA        Ex          Y      SBrkr      1541         0            0
## 167     GasA        Ex          Y      FuseA      1867         0            0
## 170     GasA        TA          Y      SBrkr      1707         0            0
## 171     GasA        TA          Y      SBrkr       854         0          528
## 172     GasA        Fa          Y      SBrkr      1656         0            0
## 174     GasA        TA          Y      SBrkr      1362         0            0
## 175     GasA        TA          Y      SBrkr      1651         0            0
## 176     GasA        TA          Y      SBrkr      2158         0            0
## 178     GasA        Ex          Y      SBrkr      1252       668            0
## 179     GasA        Ex          Y      SBrkr      2234         0            0
## 183     GasA        Ex          Y      SBrkr      1340         0            0
## 184     GasA        Ex          Y      SBrkr      1362       720            0
## 185     GasA        Gd          Y      SBrkr       936       316            0
## 188     GasA        Ex          Y      SBrkr       808       704          144
## 193     GasA        Ex          Y      SBrkr      1431         0            0
## 195     GasA        TA          Y      SBrkr       864         0            0
## 197     GasA        Ex          Y      SBrkr      1726         0            0
## 200     GasA        Ex          Y      SBrkr      1713         0            0
## 201     GasA        Ex          Y      SBrkr      1121         0            0
## 202     GasA        TA          Y      SBrkr      1279         0            0
## 203     GasA        Gd          Y      SBrkr       865       445            0
## 205     GasA        TA          Y      SBrkr       720       564            0
## 206     GasA        Ex          Y      SBrkr      1442         0            0
## 207     GasA        TA          Y      SBrkr      1696         0            0
## 208     GasA        TA          Y      SBrkr      1100         0            0
## 210     GasA        Ex          Y      SBrkr      1092         0            0
## 212     GasA        Ex          Y      SBrkr      1212         0            0
## 214     GasA        Ex          Y      SBrkr       990         0            0
## 216     GasA        TA          Y      SBrkr      1236         0            0
## 217     GasA        Ex          Y      SBrkr      1436         0            0
## 219     GasA        Ex          Y      SBrkr      1137       817            0
## 221     GasA        Ex          Y      SBrkr      1498         0            0
## 224     GasA        Gd          Y      SBrkr       864         0            0
## 225     GasA        Ex          Y      SBrkr      2392         0            0
## 229     GasA        TA          Y      SBrkr       912         0            0
## 231     GasA        TA          Y      SBrkr      1194         0            0
## 234     GasA        TA          Y      SBrkr       894         0            0
## 237     GasA        Ex          Y      SBrkr      1414         0            0
## 239     GasA        Ex          Y      SBrkr      1694         0            0
## 240     GasA        TA          Y      FuseA       798       689            0
## 241     GasA        Ex          Y      SBrkr      1566         0            0
## 243     GasA        Gd          N      FuseA       889       551            0
## 246     GasA        Gd          Y      SBrkr      1872         0            0
## 248     GasA        Ex          Y      SBrkr      1375         0            0
## 250     GasA        Gd          Y      SBrkr      1444       700            0
## 255     GasA        TA          Y      SBrkr      1314         0            0
## 258     GasA        Ex          Y      SBrkr      1604         0            0
## 260     GasA        Gd          Y      FuseA       882         0            0
## 264     GasA        TA          Y      SBrkr       926         0          390
## 266     GasA        TA          Y      SBrkr      1422         0            0
## 270     GasA        TA          Y      SBrkr      1113         0            0
## 272     GasA        Ex          Y      SBrkr      1363         0            0
## 274     GasA        Gd          Y      SBrkr      1632         0            0
## 275     GasA        TA          Y      SBrkr       816         0            0
## 276     GasW        Gd          N      SBrkr       952       596            0
## 277     GasA        Ex          Y      SBrkr      1560         0            0
## 278     GasA        Ex          Y      SBrkr       864         0            0
## 279     GasA        Ex          Y      SBrkr      2121         0            0
## 282     GasA        Gd          Y      SBrkr      1262         0            0
## 284     GasA        Ex          Y      SBrkr      1468         0            0
## 287     GasA        TA          Y      SBrkr      1085       649            0
## 288     GasA        TA          Y      SBrkr       858         0            0
## 289     GasA        TA          Y      SBrkr       900         0            0
## 293     GasA        Gd          Y      SBrkr      1148       568            0
## 295     GasA        TA          Y      SBrkr      1644         0            0
## 297     GasA        TA          Y      FuseA       910       648            0
## 300     GasA        Ex          Y      SBrkr      1152         0            0
## 303     GasA        Ex          Y      SBrkr      1541         0            0
## 304     GasA        TA          Y      SBrkr       894         0            0
## 306     GasA        Ex          Y      SBrkr      2000         0            0
## 308     GasA        TA          Y      FuseA      1035       371            0
## 310     GasA        Ex          Y      SBrkr      1944         0            0
## 312     GasA        Ex          Y      SBrkr       972         0            0
## 314     GasW        TA          Y      SBrkr      2036         0            0
## 324     GasA        Ex          Y      SBrkr      1163         0            0
## 328     GasA        TA          Y      SBrkr      1383         0            0
## 332     GasA        Fa          Y      SBrkr      1056         0            0
## 333     GasA        Ex          Y      SBrkr      1629         0            0
## 337     GasA        Ex          Y      SBrkr      1922         0            0
## 338     GasA        Ex          Y      SBrkr      1536         0            0
## 339     GasA        Ex          Y      SBrkr      1621         0            0
## 340     GasA        TA          Y      FuseA      1215         0            0
## 342     GasA        Gd          Y      SBrkr       841         0            0
## 346     GasA        Gd          Y      SBrkr       972       605            0
## 347     GasA        TA          Y      SBrkr       958         0            0
## 348     GasA        Ex          Y      FuseA      1478         0            0
## 353     GasA        TA          N      SBrkr       616       495            0
## 355     GasA        Ex          Y      SBrkr      1192       403            0
## 356     GasA        Ex          Y      SBrkr      1200         0            0
## 357     GasA        Gd          Y      SBrkr      1167         0            0
## 362     GasA        Gd          Y      SBrkr       988       517            0
## 367     GasA        Gd          Y      SBrkr      1394         0            0
## 369     GasA        Gd          Y      SBrkr      1268         0            0
## 370     GasA        Ex          Y      SBrkr      1287         0            0
## 372     GasA        TA          Y      SBrkr      1120       468            0
## 374     GasA        TA          Y      SBrkr      1319         0            0
## 379     GasA        Ex          Y      SBrkr      1856         0            0
## 381     GasA        TA          Y      SBrkr      1026       665            0
## 382     GasA        Ex          Y      SBrkr      1301         0            0
## 387     GasA        TA          Y      SBrkr       658       526            0
## 389     GasA        Ex          Y      SBrkr      1479         0            0
## 391     GasA        Ex          Y      SBrkr       961       406            0
## 393     GasA        TA          Y      SBrkr       882         0            0
## 395     GasA        Gd          Y      FuseA       735       299            0
## 396     GasA        TA          Y      SBrkr      1144         0            0
## 397     GasA        TA          Y      SBrkr       894         0            0
## 402     GasA        Ex          Y      SBrkr      1310         0            0
## 406     GasA        Ex          Y      SBrkr      1620         0            0
## 407     GasA        Ex          Y      FuseA      1166         0          473
## 411     GasA        TA          Y      FuseA      1276         0            0
## 413     GasA        Ex          Y      SBrkr      1478         0            0
## 416     GasA        Ex          Y      SBrkr      1340         0            0
## 419     GasA        Fa          N      FuseF       756       378            0
## 420     GasA        Ex          Y      SBrkr      1056         0            0
## 422     GasA        Gd          Y      SBrkr      1602         0            0
## 423     GasA        Ex          Y      FuseA       988         0            0
## 425     GasA        Gd          Y      FuseA      1196         0            0
## 428     GasA        Ex          Y      SBrkr       907         0            0
## 429     GasA        Ex          Y      SBrkr      1208         0            0
## 430     GasA        TA          Y      SBrkr      1412         0            0
## 432     GasA        Gd          Y      SBrkr      1088       110            0
## 437     GasA        TA          Y      FuseA       734       384            0
## 440     GasA        Gd          Y      SBrkr       684       512            0
## 441     GasA        Ex          Y      SBrkr      2402         0            0
## 443     GasA        TA          Y      SBrkr      1128       445            0
## 446     GasA        Fa          Y      SBrkr      1689         0            0
## 447     GasA        Ex          Y      SBrkr      1888         0            0
## 449     GasA        TA          Y      SBrkr       780       596            0
## 450     GasA        Ex          Y      SBrkr       679       504            0
## 452     GasA        TA          Y      SBrkr      1533         0            0
## 456     GasA        Fa          Y      SBrkr      1242         0            0
## 458     GasA        Ex          Y      SBrkr      1663         0            0
## 460     GasA        TA          Y      SBrkr       979       224            0
## 463     GasA        Gd          Y      SBrkr       864         0            0
## 465     GasA        TA          Y      SBrkr      1040         0            0
## 467     GasA        TA          Y      SBrkr      1277         0            0
## 469     GasA        Ex          Y      SBrkr      1634         0            0
## 474     GasA        Ex          Y      SBrkr      1976         0            0
## 476     GasA        TA          Y      SBrkr       970         0            0
## 477     GasA        Ex          Y      SBrkr      1493         0            0
## 479     GasA        Ex          Y      SBrkr      1718         0            0
## 481     GasA        Ex          Y      SBrkr      1850         0            0
## 482     GasA        Ex          Y      SBrkr      1792         0            0
## 485     GasA        Gd          Y      SBrkr       999         0            0
## 486     GasA        Gd          Y      SBrkr      1113         0            0
## 487     GasA        TA          Y      SBrkr      1073         0            0
## 488     GasA        Gd          Y      SBrkr      1484         0            0
## 492     GasA        TA          Y      FuseA       958       620            0
## 494     GasA        TA          Y      FuseA      1269         0            0
## 497     GasA        Ex          Y      SBrkr      3228         0            0
## 498     GasA        Ex          Y      SBrkr      1133       687            0
## 499     GasA        Ex          Y      SBrkr       899         0            0
## 500     GasA        Fa          Y      SBrkr       912         0            0
## 503     GasA        Ex          Y      SBrkr      1214         0            0
## 504     GasA        TA          Y      SBrkr      1801         0            0
## 508     GasA        Ex          Y      SBrkr      1218         0            0
## 510     GasA        Ex          Y      SBrkr      1041         0            0
## 511     GasA        Ex          Y      SBrkr      1363         0            0
## 513     GasA        TA          Y      SBrkr       864         0            0
## 514     GasA        TA          Y      SBrkr      1080         0            0
## 516     GasA        Ex          Y      SBrkr      2020         0            0
## 522     GasA        Ex          Y      FuseA      1244         0            0
## 523     GasA        Ex          Y      SBrkr      1004       660            0
## 526     GasA        Ex          Y      SBrkr      1266         0            0
## 527     GasA        TA          Y      SBrkr       928         0            0
## 530     GasA        TA          Y      SBrkr      2515         0            0
## 533     GasA        Ex          Y      SBrkr       827         0            0
## 534     GasA        Fa          N      FuseF       334         0            0
## 538     GasA        TA          Y      SBrkr       864         0            0
## 539     GasA        TA          Y      SBrkr      1159         0            0
## 540     GasA        Ex          Y      SBrkr      1601         0            0
## 541     GasA        Ex          Y      SBrkr      1838         0            0
## 543     GasA        Ex          Y      SBrkr      1680         0            0
## 546     GasA        Gd          Y      SBrkr      1377       806            0
## 547     GasA        Ex          Y      FuseA       915       720            0
## 549     GasA        TA          Y      SBrkr       825         0            0
## 552     GasA        Gd          Y      FuseA       928         0            0
## 553     GasA        Ex          Y      SBrkr      1717         0            0
## 554     GasA        Ex          Y      SBrkr      1126         0            0
## 557     GasA        TA          Y      FuseA      1092         0            0
## 558     GasA        Gd          Y      SBrkr       897       439            0
## 561     GasA        TA          Y      SBrkr      1392         0            0
## 562     GasA        Gd          Y      SBrkr      1389         0            0
## 564     GasA        Ex          Y      SBrkr      1163       511            0
## 568     GasA        Ex          Y      SBrkr      1535         0            0
## 569     GasA        Ex          Y      SBrkr      1496       636            0
## 572     GasA        Ex          Y      SBrkr       864         0            0
## 576     GasA        TA          Y      SBrkr       832       384            0
## 577     GasA        Gd          Y      SBrkr       877       600            0
## 580     GasA        Ex          N      FuseF      1050       745            0
## 581     GasA        Ex          Y      SBrkr      1429         0            0
## 582     GasA        Ex          Y      SBrkr      2042         0            0
## 585     GasA        Ex          Y      SBrkr       989       584            0
## 586     GasA        Ex          Y      SBrkr      2028         0            0
## 589     GasA        Ex          Y      SBrkr      1473         0            0
## 593     GasA        Ex          Y      SBrkr       816         0            0
## 595     GasA        TA          Y      SBrkr       924         0            0
## 596     GasA        Ex          Y      SBrkr      1826         0            0
## 599     GasA        Ex          Y      SBrkr      1647         0            0
## 602     GasA        TA          Y      SBrkr       780       595            0
## 605     GasA        Ex          Y      SBrkr      1494         0            0
## 607     GasA        Gd          Y      SBrkr      1040         0            0
## 608     GasA        Ex          Y      SBrkr      1112       896            0
## 610     GasA        Gd          Y      SBrkr      1029         0            0
## 614     GasA        Ex          Y      SBrkr      1120         0            0
## 619     GasA        Ex          Y      SBrkr      1828         0            0
## 623     GasA        TA          Y      SBrkr       980         0            0
## 626     GasA        TA          Y      SBrkr      1116         0            0
## 627     GasA        TA          Y      SBrkr      1422         0            0
## 633     GasA        TA          Y      SBrkr      1411         0            0
## 634     GasA        TA          Y      SBrkr      1056         0            0
## 645     GasA        Ex          Y      SBrkr      1766         0            0
## 646     GasA        TA          Y      SBrkr       981         0            0
## 647     GasA        Gd          Y      SBrkr      1048         0            0
## 648     GasA        Ex          Y      SBrkr      1094         0            0
## 654     GasA        Ex          Y      SBrkr       756       713            0
## 655     GasA        Ex          Y      SBrkr      2113         0            0
## 657     GasA        Ex          Y      SBrkr      1053         0            0
## 659     GasA        TA          Y      SBrkr       912       546            0
## 660     GasA        Ex          Y      SBrkr      1486         0            0
## 663     GasA        Gd          Y      SBrkr      1392         0            0
## 665     GasA        Ex          Y      SBrkr      2097         0            0
## 668     GasA        Ex          Y      SBrkr      1679         0            0
## 669     GasA        Gd          Y      SBrkr      1437         0            0
## 673     GasA        TA          Y      SBrkr      1208         0            0
## 674     GasA        Ex          Y      SBrkr      1839         0            0
## 675     GasA        TA          Y      SBrkr      1136         0            0
## 679     GasA        Ex          Y      SBrkr      2046         0            0
## 680     GasA        TA          Y      SBrkr       988         0            0
## 682     GasA        Ex          Y      SBrkr       848       672            0
## 684     GasA        Ex          Y      SBrkr      1668         0            0
## 689     GasA        Ex          Y      SBrkr      1419         0            0
## 695     GasA        TA          Y      SBrkr      1067       472            0
## 696     GasA        Gd          Y      SBrkr      1137         0            0
## 698     GasA        Fa          Y      FuseA      1148         0            0
## 699     GasA        Ex          Y      SBrkr       894         0            0
## 701     GasA        Ex          Y      SBrkr      1800         0            0
## 702     GasA        TA          Y      SBrkr      1164         0            0
## 705     GasA        Ex          Y      SBrkr      1484         0            0
## 707     GasA        TA          Y      SBrkr      1824         0            0
## 710     GasA        TA          Y      SBrkr       904         0            0
## 712     GasA        Gd          Y      SBrkr       859       319            0
## 716     GasA        TA          Y      SBrkr      1350         0            0
## 718     GasA        Gd          Y      SBrkr      1178         0            0
## 720     GasA        TA          Y      SBrkr       971         0            0
## 723     GasA        Ex          Y      SBrkr       864         0            0
## 724     GasA        Ex          Y      SBrkr       997       473            0
## 725     GasA        Ex          Y      SBrkr      1698         0            0
## 726     GasA        TA          Y      SBrkr       864         0            0
## 727     GasA        Ex          Y      SBrkr      1680         0            0
## 728     GasA        Ex          Y      SBrkr      1232         0            0
## 734     GasA        Ex          Y      SBrkr      1144         0            0
## 735     GasA        TA          Y      SBrkr       948         0            0
## 742     GasA        Gd          Y      SBrkr       912         0            0
## 743     GasA        Ex          Y      SBrkr      1349         0            0
## 749     GasA        Ex          Y      SBrkr      1720         0            0
## 750     Wall        TA          N      FuseF      1088       441            0
## 751     GasA        Gd          Y      SBrkr       792       348            0
## 753     GasA        Ex          Y      SBrkr      1494         0            0
## 755     GasA        Gd          Y      SBrkr      1026         0            0
## 761     GasA        Ex          Y      SBrkr       864         0            0
## 766     GasA        Ex          Y      SBrkr      1506         0            0
## 768     GasA        Ex          Y      SBrkr       983       767            0
## 769     GasA        Ex          Y      SBrkr      1836         0            0
## 772     GasA        TA          Y      FuseF      1220         0            0
## 774     GasA        Ex          Y      FuseA       912         0            0
## 775     GasA        Gd          Y      SBrkr      1973         0            0
## 777     GasA        Ex          Y      SBrkr      1614         0            0
## 778     GasA        TA          Y      SBrkr       894         0            0
## 781     GasA        Gd          Y      SBrkr      1253         0            0
## 783     GasA        Ex          Y      SBrkr      1430         0            0
## 786     GasA        TA          Y      SBrkr      1342         0            0
## 787     GasA        TA          Y      SBrkr       966       686            0
## 789     GasA        Ex          Y      SBrkr       901         0            0
## 794     GasA        Ex          Y      SBrkr      1496         0            0
## 797     GasA        Ex          Y      SBrkr      1285         0            0
## 798     GasA        Gd          Y      SBrkr       773         0            0
## 800     GasA        Ex          Y      SBrkr       981       787            0
## 805     GasA        TA          Y      SBrkr      1128         0            0
## 806     GasA        Ex          Y      SBrkr      1428         0            0
## 811     GasA        Fa          Y      SBrkr      1309         0            0
## 813     GasA        TA          N      FuseA      1044         0            0
## 814     GasA        Gd          Y      SBrkr      1442         0            0
## 815     GasW        Gd          Y      SBrkr       686       564            0
## 816     GasA        Ex          Y      SBrkr      1661         0            0
## 817     GasA        Gd          Y      SBrkr      1008         0            0
## 818     GasA        Ex          Y      SBrkr      1689         0            0
## 822     GasA        TA          N      SBrkr       936         0            0
## 824     GasA        TA          Y      SBrkr       944       545            0
## 825     GasA        Ex          Y      SBrkr      1489         0            0
## 826     GasA        Ex          Y      SBrkr      2084         0            0
## 828     GasA        Ex          Y      SBrkr      1434         0            0
## 831     GasA        TA          Y      FuseA      1392         0            0
## 834     GasA        TA          Y      SBrkr      1516         0            0
## 835     GasA        Gd          Y      SBrkr      1144         0            0
## 836     GasA        TA          Y      SBrkr      1067         0            0
## 839     GasA        Ex          Y      SBrkr      1099         0            0
## 840     GasA        Ex          Y      SBrkr       768       432            0
## 845     GasA        Gd          Y      SBrkr       876       540            0
## 848     GasA        Ex          Y      SBrkr       864         0            0
## 849     GasA        TA          Y      SBrkr      1307      1051            0
## 855     GasA        TA          Y      SBrkr      1779         0            0
## 856     GasA        Ex          Y      SBrkr      1040         0            0
## 859     GasA        TA          Y      SBrkr      1370         0            0
## 861     GasA        Gd          Y      SBrkr       912       514            0
## 863     GasA        TA          Y      SBrkr      1097         0            0
## 864     GasA        TA          Y      SBrkr      1148         0            0
## 865     GasA        Ex          Y      SBrkr      1372         0            0
## 866     GasA        TA          Y      SBrkr      1002         0            0
## 867     GasA        Ex          Y      SBrkr      1646         0            0
## 868     GasA        TA          Y      SBrkr      1120         0            0
## 871     GasA        Gd          N      SBrkr       894         0            0
## 873     GasA        Gd          Y      SBrkr       910         0            0
## 875     GasA        Ex          Y      SBrkr       676       455            0
## 877     GasA        Gd          Y      SBrkr      1040         0            0
## 880     GasA        Ex          Y      SBrkr       864         0            0
## 881     GasA        Gd          Y      SBrkr      1090         0            0
## 882     GasA        Ex          Y      SBrkr      1187       530            0
## 885     GasA        TA          Y      SBrkr       892         0            0
## 888     GasA        TA          Y      SBrkr       872       521            0
## 889     GasA        Ex          Y      SBrkr      2217         0            0
## 890     GasA        Ex          Y      SBrkr      1505         0            0
## 891     GasA        Ex          Y      SBrkr       672       252            0
## 893     GasA        TA          Y      SBrkr      1068         0            0
## 894     GasA        TA          Y      SBrkr      1383         0            0
## 899     GasA        Ex          Y      SBrkr      2364         0            0
## 900     GasA        TA          Y      SBrkr      1236         0            0
## 901     GasA        TA          Y      SBrkr       858         0            0
## 902     GasA        TA          Y      SBrkr      1306         0            0
## 904     GasA        Ex          Y      SBrkr      1670         0            0
## 905     GasA        TA          Y      SBrkr       902         0            0
## 906     GasA        TA          Y      SBrkr      1063         0            0
## 907     GasA        Ex          Y      SBrkr      1636         0            0
## 908     GasA        Gd          Y      SBrkr      1020      1037            0
## 909     GasA        TA          Y      SBrkr       902         0            0
## 912     GasA        TA          Y      SBrkr      1268         0            0
## 917     GasA        TA          N      FuseA       480         0            0
## 918     GasA        Ex          Y      FuseA      1229         0            0
## 920     GasA        Ex          Y      SBrkr      1414         0            0
## 923     GasA        Ex          Y      SBrkr      1316         0            0
## 925     GasA        TA          Y      SBrkr      1686         0            0
## 926     GasA        TA          Y      SBrkr      1126         0            0
## 929     GasA        Ex          Y      SBrkr      1788         0            0
## 931     GasA        Ex          Y      SBrkr      1466         0            0
## 932     GasA        Ex          Y      SBrkr       925         0            0
## 933     GasA        Ex          Y      SBrkr      1905         0            0
## 934     GasA        Ex          Y      SBrkr      1500         0            0
## 935     GasA        Ex          Y      SBrkr      2069         0            0
## 937     GasA        Ex          Y      SBrkr      1200         0            0
## 945     GasA        Gd          Y      FuseA      1344         0            0
## 946     GasA        TA          Y      SBrkr      1188       561          120
## 948     GasA        Ex          Y      SBrkr      1629         0            0
## 950     GasA        TA          Y      SBrkr      1381         0            0
## 951     GasA        Gd          Y      SBrkr       864         0            0
## 952     GasA        Gd          Y      SBrkr       965         0            0
## 958     GasA        TA          Y      SBrkr      1057         0            0
## 959     GasA        Ex          Y      SBrkr      1337         0            0
## 961     GasA        Gd          Y      SBrkr       858         0            0
## 964     GasA        Ex          Y      SBrkr      1800         0            0
## 967     GasA        Ex          Y      SBrkr       976       332            0
## 968     GasA        TA          Y      SBrkr      1098         0            0
## 969     Grav        Fa          N      SBrkr       600       368            0
## 971     GasA        TA          N      FuseA       720       472            0
## 974     GasA        Ex          Y      SBrkr      1428         0            0
## 979     GasA        Ex          Y      SBrkr       894         0            0
## 980     GasA        TA          Y      SBrkr      1121         0            0
## 983     GasA        Ex          Y      SBrkr      1266         0            0
## 987     GasA        Gd          Y      SBrkr      1001       634            0
## 988     GasA        Ex          Y      SBrkr      1940         0            0
## 995     GasA        Ex          Y      SBrkr      1718         0            0
## 996     GasA        TA          Y      SBrkr       774       456            0
## 997     GasA        TA          Y      SBrkr      1050         0            0
## 998     GasA        TA          Y      SBrkr      1442         0            0
## 1000    GasA        Ex          Y      SBrkr      1208         0            0
## 1001    GasW        Fa          N      FuseF       944         0            0
## 1003    GasA        Ex          Y      SBrkr      1574         0            0
## 1007    GasA        Gd          Y      SBrkr      1657         0            0
## 1009    GasA        Ex          Y      SBrkr      1710         0            0
## 1010    GasA        Ex          Y      SBrkr      1008         0          514
## 1011    GasA        TA          Y      SBrkr       720       551            0
## 1015    GasA        TA          Y      SBrkr      1082         0            0
## 1017    GasA        Ex          Y      SBrkr      1504         0            0
## 1021    GasA        Ex          Y      SBrkr      1132         0            0
## 1022    GasA        Ex          Y      SBrkr      1220         0            0
## 1023    GasA        Gd          Y      FuseA       912       336            0
## 1025    GasA        TA          Y      SBrkr      2898         0            0
## 1026    GasA        TA          Y      SBrkr       882         0            0
## 1027    GasA        TA          Y      SBrkr      1264         0            0
## 1028    GasA        Ex          Y      SBrkr      1646         0            0
## 1029    GasA        TA          Y      SBrkr       968       408            0
## 1034    GasA        Ex          Y      SBrkr      1654         0            0
## 1036    GasA        Ex          N      SBrkr       845         0            0
## 1037    GasA        Ex          Y      SBrkr      1620         0            0
## 1041    GasA        Ex          Y      SBrkr      1803         0            0
## 1045    GasA        TA          Y      SBrkr      2524         0            0
## 1046    GasA        Ex          Y      FuseA      1733         0            0
## 1048    GasA        Ex          Y      SBrkr       990         0            0
## 1049    GasA        TA          Y      SBrkr      1771         0            0
## 1050    GasA        Ex          Y      SBrkr       930         0            0
## 1051    GasA        Ex          Y      SBrkr      1302         0            0
## 1052    GasA        Ex          Y      SBrkr      1316         0            0
## 1054    GasA        Ex          Y      FuseA      1526         0            0
## 1056    GasA        TA          Y      SBrkr      1523         0            0
## 1060    GasA        TA          Y      SBrkr      1096       895            0
## 1065    GasA        Ex          Y      SBrkr      1154         0            0
## 1071    GasA        TA          Y      SBrkr      1048         0            0
## 1073    GasA        Fa          Y      FuseA      1002       454            0
## 1075    GasA        Ex          Y      SBrkr      1240         0            0
## 1077    GasA        Gd          Y      SBrkr      1096       370            0
## 1078    GasA        Ex          Y      SBrkr      1096         0            0
## 1080    GasA        Gd          Y      SBrkr       990         0            0
## 1081    GasA        Ex          Y      SBrkr      1258         0            0
## 1082    GasA        Fa          Y      SBrkr      1040         0            0
## 1083    GasA        Ex          Y      SBrkr      1459         0            0
## 1084    GasA        TA          Y      SBrkr      1251         0            0
## 1093    GasA        Fa          Y      SBrkr      1390       304            0
## 1094    GasA        Gd          Y      SBrkr      1200         0            0
## 1095    GasA        Ex          Y      SBrkr       936         0            0
## 1096    GasA        Gd          Y      SBrkr      1314         0            0
## 1099    GasA        TA          Y      SBrkr       757       567            0
## 1100    GasA        TA          Y      SBrkr      1601         0            0
## 1102    GasA        TA          Y      SBrkr       950         0            0
## 1103    GasA        Ex          Y      SBrkr      1134         0            0
## 1104    GasA        Ex          Y      SBrkr      1194         0            0
## 1107    GasA        Gd          Y      SBrkr      1442         0            0
## 1110    GasA        Ex          Y      SBrkr      1836         0            0
## 1113    GasA        TA          Y      FuseA       816         0            0
## 1114    GasA        Gd          Y      SBrkr      1008         0            0
## 1115    GasA        Ex          Y      SBrkr       833         0            0
## 1116    GasA        Ex          Y      SBrkr      1734         0            0
## 1118    GasA        Ex          Y      SBrkr       894         0            0
## 1120    GasA        TA          Y      FuseA      1040         0            0
## 1122    GasA        Ex          Y      SBrkr      1552         0            0
## 1123    GasA        Ex          Y      FuseA       960         0            0
## 1124    GasA        Ex          Y      SBrkr       698         0            0
## 1126    GasA        TA          Y      SBrkr      1005         0            0
## 1128    GasA        Ex          Y      SBrkr      1530         0            0
## 1131    GasA        TA          Y      SBrkr      1328       653            0
## 1132    GasA        TA          Y      SBrkr       974         0            0
## 1137    GasA        TA          Y      FuseA      1032       220            0
## 1138    GasA        Gd          N      SBrkr       780       240            0
## 1139    GasA        TA          Y      SBrkr      1567         0            0
## 1141    GasA        TA          Y      SBrkr       952         0            0
## 1144    GasA        TA          Y      SBrkr      1006         0            0
## 1146    GasA        Ex          Y      SBrkr      1042       534            0
## 1147    GasA        TA          Y      SBrkr      1298         0            0
## 1149    GasA        TA          Y      SBrkr       572       539            0
## 1151    GasA        Ex          Y      FuseA       932         0            0
## 1152    GasA        TA          Y      SBrkr      1466         0            0
## 1153    GasA        Ex          Y      SBrkr      1811         0            0
## 1156    GasA        TA          Y      SBrkr      1437         0            0
## 1159    GasA        Ex          Y      SBrkr      1580         0            0
## 1162    GasA        Ex          Y      SBrkr      1640         0            0
## 1163    GasA        Gd          Y      SBrkr       894         0            0
## 1166    GasA        Ex          Y      SBrkr      1502         0            0
## 1167    GasA        Ex          Y      SBrkr      1694         0            0
## 1172    GasA        Ex          Y      SBrkr      1261         0            0
## 1174    GasA        TA          Y      SBrkr      1636       971          479
## 1176    GasA        Ex          Y      SBrkr      2129       743            0
## 1177    GasA        TA          Y      SBrkr       923         0            0
## 1178    GasA        TA          Y      SBrkr       818       406            0
## 1179    GasA        Ex          Y      SBrkr       820       523            0
## 1180    GasA        Gd          Y      SBrkr      1124         0            0
## 1185    GasA        Gd          Y      SBrkr      1572         0            0
## 1186    GasA        Gd          Y      SBrkr       949       272            0
## 1188    GasA        Ex          Y      SBrkr      1624         0            0
## 1193    GasA        Gd          Y      SBrkr       842       630            0
## 1199    GasA        Ex          Y      SBrkr      1212         0            0
## 1200    GasA        Gd          Y      SBrkr      1382         0            0
## 1201    GasA        Gd          Y      SBrkr       864         0            0
## 1203    GasA        Ex          Y      SBrkr       884       464            0
## 1204    GasA        Ex          Y      SBrkr      1630         0            0
## 1205    GasA        Ex          Y      SBrkr      1074         0            0
## 1206    GasA        Gd          Y      SBrkr      2196         0            0
## 1207    GasA        TA          Y      SBrkr      1056         0            0
## 1208    GasA        Ex          Y      SBrkr      1700         0            0
## 1209    GasA        TA          Y      SBrkr      1283         0            0
## 1210    GasA        Ex          Y      SBrkr      1660         0            0
## 1212    GasA        Gd          Y      SBrkr      1080       672            0
## 1216    GasA        TA          Y      SBrkr       894         0            0
## 1218    GasA        Ex          Y      SBrkr      1314         0            0
## 1219    GasA        Gd          N      SBrkr       672       240            0
## 1221    GasA        TA          Y      SBrkr       912         0            0
## 1222    GasA        Ex          Y      SBrkr      1211         0            0
## 1223    GasA        Ex          Y      SBrkr      1168       678            0
## 1224    GasA        TA          N      FuseA      2136         0            0
## 1228    GasA        Ex          Y      SBrkr       912         0            0
## 1234    GasA        Fa          Y      SBrkr      1188         0            0
## 1239    GasA        Ex          Y      SBrkr      1141         0            0
## 1240    GasA        Ex          Y      SBrkr      1484         0            0
## 1242    GasA        Ex          Y      SBrkr      1689         0            0
## 1244    GasA        Ex          Y      SBrkr      2076         0            0
## 1250    GasA        TA          Y      SBrkr       988         0            0
## 1251    GasA        Ex          Y      SBrkr      2110         0            0
## 1253    GasA        TA          Y      SBrkr       874         0            0
## 1256    GasA        TA          Y      FuseA       959       408            0
## 1257    GasA        Ex          Y      SBrkr      1987         0            0
## 1260    GasA        Gd          Y      SBrkr      1054         0            0
## 1262    GasA        Gd          Y      SBrkr      1050         0            0
## 1263    GasA        Ex          Y      FuseA      1104       684            0
## 1268    GasA        Ex          Y      SBrkr      2018         0            0
## 1269    GasA        Ex          Y      SBrkr      1968      1479            0
## 1270    GasW        TA          Y      FuseA       874       650            0
## 1272    GasA        Gd          Y      SBrkr      1489         0            0
## 1273    GasA        TA          Y      SBrkr       935         0            0
## 1275    GasA        Ex          Y      SBrkr       661       589            0
## 1280    GasA        TA          Y      FuseA       698       430            0
## 1281    GasA        Ex          Y      SBrkr      1573         0            0
## 1282    GasA        TA          Y      SBrkr      1339         0            0
## 1283    GasA        TA          Y      SBrkr      1040         0            0
## 1285    GasA        Ex          Y      SBrkr      1699       748            0
## 1286    GasA        Ex          Y      FuseF       825       587            0
## 1287    GasA        TA          Y      SBrkr      1328         0            0
## 1288    GasA        Fa          Y      SBrkr      1582         0            0
## 1295    GasA        TA          Y      SBrkr       864         0            0
## 1296    GasA        Gd          Y      SBrkr      1052         0            0
## 1297    GasA        Gd          Y      SBrkr      1128         0            0
## 1300    GasA        Ex          Y      SBrkr      1246         0            0
## 1304    GasA        Ex          Y      SBrkr      1616         0            0
## 1306    GasA        Ex          Y      SBrkr      1652         0            0
## 1308    GasA        Ex          Y      SBrkr       990         0            0
## 1309    GasA        Ex          Y      SBrkr      1122         0            0
## 1310    GasA        Gd          Y      SBrkr      1294         0            0
## 1311    GasA        TA          Y      SBrkr      1902         0            0
## 1312    GasA        Ex          Y      SBrkr      1274         0            0
## 1315    GasA        Ex          Y      SBrkr       948         0            0
## 1317    GasA        Ex          Y      SBrkr      1630         0            0
## 1319    GasA        Ex          Y      SBrkr      1787         0            0
## 1320    GasA        Ex          Y      SBrkr       948         0            0
## 1321    GasA        Gd          Y      SBrkr      1478         0            0
## 1322   Floor        TA          N      SBrkr       720         0            0
## 1325    GasA        Ex          Y      SBrkr      1795         0            0
## 1328    GasA        Ex          Y      SBrkr       816         0            0
## 1329    GasW        Ex          Y      SBrkr      1584      1208            0
## 1331    GasA        Ex          Y      SBrkr      1588         0            0
## 1333    GasA        Ex          Y      SBrkr       816         0            0
## 1334    GasA        Ex          Y      SBrkr       803       557            0
## 1336    GasA        TA          Y      SBrkr      1334         0            0
## 1340    GasA        Ex          Y      SBrkr       864         0            0
## 1341    GasA        TA          Y      SBrkr       872         0            0
## 1342    GasA        Ex          Y      SBrkr      1114         0            0
## 1344    GasA        Gd          Y      SBrkr      1172       741            0
## 1347    GasA        TA          Y      SBrkr      2156         0            0
## 1348    GasA        Ex          Y      SBrkr      1776         0            0
## 1349    GasA        Ex          Y      SBrkr      1494         0            0
## 1353    GasA        TA          Y      SBrkr       786       390            0
## 1354    GasA        Ex          Y      SBrkr      2053      1185            0
## 1357    GasA        TA          Y      SBrkr       892         0            0
## 1358    GasA        Ex          Y      SBrkr      1078         0            0
## 1360    GasA        Ex          Y      SBrkr      1980         0            0
## 1362    GasA        Ex          Y      SBrkr      1530         0            0
## 1363    GasA        Gd          Y      SBrkr      1281       457            0
## 1370    GasA        Ex          Y      SBrkr      1668         0            0
## 1371    GasA        Ex          Y      SBrkr       840       534            0
## 1374    GasA        Ex          Y      SBrkr      2633         0            0
## 1376    GasA        Ex          Y      SBrkr      1571         0            0
## 1378    GasA        Ex          Y      SBrkr       984       620            0
## 1382    GasA        Ex          Y      SBrkr      2117         0            0
## 1385    GasA        TA          Y      SBrkr       698       560            0
## 1386    GasA        Gd          Y      SBrkr       796       358            0
## 1388    GasW        TA          N      SBrkr      1664       862            0
## 1389    GasA        Ex          Y      SBrkr      1746         0            0
## 1390    GasA        Ex          Y      SBrkr       869       349            0
## 1391    GasA        Ex          Y      SBrkr      1525         0            0
## 1397    GasA        TA          Y      SBrkr      1687         0            0
## 1399    GasA        Gd          Y      FuseA      1136       768            0
## 1400    GasA        Ex          Y      SBrkr      1160       448            0
## 1401    GasA        TA          Y      SBrkr       950       208            0
## 1403    GasA        Ex          Y      SBrkr      1294         0            0
## 1404    GasA        Ex          Y      SBrkr      1464         0            0
## 1405    GasA        TA          Y      SBrkr       694       520            0
## 1408    GasA        Ex          Y      SBrkr       833         0            0
## 1412    GasA        Ex          Y      SBrkr      1112       556            0
## 1414    GasA        Ex          Y      SBrkr      1844         0            0
## 1415    GasA        Gd          Y      SBrkr      1053       795            0
## 1419    GasA        TA          Y      SBrkr      1144         0            0
## 1420    GasA        Gd          Y      SBrkr      1844         0            0
## 1425    GasA        TA          Y      SBrkr      1344         0            0
## 1426    GasA        Ex          Y      SBrkr      1252         0            0
## 1428    GasA        TA          Y      FuseA      1048       510            0
## 1430    GasA        Ex          Y      SBrkr      1440         0            0
## 1435    GasA        Fa          Y      SBrkr      1126         0            0
## 1436    GasA        TA          Y      SBrkr      1537         0            0
## 1437    GasA        TA          Y      SBrkr       864         0            0
## 1438    GasA        Ex          Y      SBrkr      1932         0            0
## 1439    GasA        TA          Y      FuseA      1236         0            0
## 1445    GasA        Ex          Y      SBrkr      1422         0            0
## 1447    GasA        TA          Y      SBrkr      1188         0            0
## 1449    GasA        Gd          N      SBrkr       796       550            0
## 1452    GasA        Ex          Y      SBrkr      1578         0            0
## 1454    GasA        Ex          Y      SBrkr      1140         0            0
## 1455    GasA        Ex          Y      SBrkr      1221         0            0
## 1457    GasA        TA          Y      SBrkr      2073         0            0
## 1459    GasA        Gd          Y      FuseA      1078         0            0
## 1460    GasA        Gd          Y      SBrkr      1256         0            0
##      GrLivArea BsmtFullBath BsmtHalfBath FullBath HalfBath BedroomAbvGr
## 2         1262            0            1        2        0            3
## 6         1362            1            0        1        1            1
## 7         1694            1            0        2        0            3
## 9         1774            0            0        2        0            2
## 11        1040            1            0        1        0            3
## 13         912            1            0        1        0            2
## 14        1494            0            0        2        0            3
## 15        1253            1            0        1        1            2
## 17        1004            1            0        1        0            2
## 19        1114            1            0        1        1            3
## 20        1339            0            0        1        0            3
## 23        1795            0            0        2        0            3
## 25        1060            1            0        1        0            3
## 26        1600            0            0        2        0            3
## 27         900            0            1        1        0            3
## 28        1704            1            0        2        0            3
## 29        1600            1            0        1        0            2
## 32        1228            0            0        1        1            3
## 33        1234            0            0        2        0            3
## 34        1700            0            1        1        1            4
## 37        1097            0            0        1        1            3
## 38        1297            0            1        1        0            3
## 39        1057            1            0        1        0            3
## 41        1324            0            0        2        0            3
## 42        1328            0            1        1        1            2
## 44         938            1            0        1        0            3
## 45        1150            1            0        1        0            3
## 47        2149            1            0        1        1            1
## 48        1656            0            0        2        0            3
## 50         955            1            0        1        0            3
## 52        1176            0            0        1        0            3
## 54        1842            2            0        0        1            0
## 56        1425            0            0        2        0            3
## 60         780            0            0        1        0            2
## 61        1158            1            0        1        1            3
## 67        2207            1            0        2        0            3
## 68        1479            1            0        2        0            3
## 70        2287            0            0        2        0            3
## 71        2223            1            0        2        0            3
## 72         845            1            0        1        0            2
## 74        1086            1            0        1        0            3
## 75        1605            0            0        2        0            3
## 77         952            0            0        1        0            2
## 78        1285            1            0        1        0            2
## 80        1230            0            0        1        1            2
## 83        1563            0            0        2        0            3
## 84        1065            0            0        1        1            3
## 89        1526            0            0        1        0            2
## 90         990            1            0        1        0            3
## 91        1040            0            0        1        0            2
## 92        1235            0            0        1        0            2
## 97        1588            0            0        2        0            3
## 98         960            1            0        1        0            3
## 100       1225            1            0        1        1            3
## 101       1610            1            0        2        0            3
## 104       1226            0            0        2        0            3
## 105       1818            0            0        1        1            4
## 108        789            0            0        1        0            2
## 109       1517            0            0        2        0            3
## 110       1844            0            0        2        0            3
## 111       1855            0            0        2        0            4
## 114       2259            1            0        2        0            3
## 117       1092            0            1        1        0            3
## 118       1125            0            0        1        1            2
## 122       1123            0            0        1        0            3
## 123       1080            0            0        1        0            3
## 125       1586            0            0        2        0            3
## 130       1053            0            1        1        1            3
## 133       1327            1            0        1        0            3
## 134       1296            1            0        2        0            2
## 135       1721            0            0        2        1            3
## 136       1682            0            0        2        0            3
## 137       1214            0            0        2        0            3
## 141        864            0            0        1        0            3
## 142       1734            1            0        2        0            3
## 143       1385            0            0        2        0            4
## 144       1501            1            0        2        0            3
## 149       1080            1            0        1        0            3
## 150       1344            0            0        1        0            3
## 151        969            0            0        1        1            3
## 152       1710            1            0        2        0            2
## 154       1252            1            0        1        0            1
## 156       1096            0            0        1        0            2
## 157       1040            0            0        1        0            2
## 161       1232            0            0        2        0            3
## 163       1541            0            0        2        0            3
## 167       1867            1            0        1        0            2
## 170       1707            0            0        2        1            2
## 171       1382            0            0        1        1            2
## 172       1656            1            0        1        0            3
## 174       1362            1            0        1        1            3
## 175       1651            1            0        2        0            3
## 176       2158            1            0        2        0            4
## 178       1920            1            0        2        0            4
## 179       2234            1            0        2        0            1
## 183       1340            0            0        1        0            3
## 184       2082            0            0        2        1            3
## 185       1252            0            0        1        0            3
## 188       1656            0            0        2        1            3
## 193       1431            1            0        2        0            3
## 195        864            0            0        1        0            3
## 197       1726            1            0        2        0            3
## 200       1713            1            0        2        0            3
## 201       1121            0            0        2        0            2
## 202       1279            0            1        2        0            3
## 203       1310            0            0        2        0            2
## 205       1284            0            0        1        1            2
## 206       1442            0            0        2        0            3
## 207       1696            0            0        1        1            3
## 208       1100            1            0        1        0            3
## 210       1092            1            0        1        0            3
## 212       1212            0            0        2        0            3
## 214        990            0            1        1        0            3
## 216       1236            0            1        1        0            2
## 217       1436            1            0        2        0            3
## 219       1954            0            1        1        1            3
## 221       1498            0            0        2        0            2
## 224        864            0            0        1        0            2
## 225       2392            0            0        2        0            3
## 229        912            0            0        1        0            3
## 231       1194            1            0        1        0            3
## 234        894            1            0        1        0            3
## 237       1414            0            0        2        0            3
## 239       1694            0            0        2        0            3
## 240       1487            0            0        1        1            3
## 241       1566            1            0        2        0            3
## 243       1440            0            0        1        0            3
## 246       1872            0            1        2        0            3
## 248       1375            0            0        1        0            2
## 250       2144            0            1        2        0            4
## 255       1314            1            0        1        0            3
## 258       1604            1            0        2        1            3
## 260        882            0            0        1        0            2
## 264       1316            1            0        1        0            3
## 266       1422            0            0        2        0            3
## 270       1113            1            0        1        1            3
## 272       1363            1            0        1        0            2
## 274       1632            1            0        2        0            3
## 275        816            0            0        1        0            2
## 276       1548            0            0        2        1            3
## 277       1560            0            0        2        0            3
## 278        864            0            0        1        0            2
## 279       2121            0            0        2        1            3
## 282       1262            0            0        2        0            2
## 284       1468            0            0        2        0            3
## 287       1734            0            0        1        1            3
## 288        858            0            0        1        0            3
## 289        900            0            0        1        0            3
## 293       1716            0            0        1        1            3
## 295       1644            1            0        1        0            3
## 297       1558            0            0        1        1            4
## 300       1152            0            1        1        0            3
## 303       1541            0            0        2        0            3
## 304        894            1            0        1        0            3
## 306       2000            1            0        2        0            3
## 308       1406            0            0        1        0            3
## 310       1944            1            0        2        0            3
## 312        972            1            0        1        0            2
## 314       2036            2            0        2        0            3
## 324       1163            1            0        1        0            3
## 328       1383            0            0        1        1            3
## 332       1056            1            0        1        0            3
## 333       1629            1            0        2        0            3
## 337       1922            1            0        2        0            3
## 338       1536            1            0        2        0            3
## 339       1621            1            0        2        0            3
## 340       1215            0            0        1        0            3
## 342        841            0            0        1        0            2
## 346       1577            0            0        1        0            3
## 347        958            0            0        1        0            2
## 348       1478            1            0        2        0            3
## 353       1111            0            1        1        0            3
## 355       1595            0            0        1        0            2
## 356       1200            1            0        2        0            3
## 357       1167            1            0        2        0            3
## 362       1505            1            0        1        0            3
## 367       1394            1            0        1        1            3
## 369       1268            0            0        1        0            2
## 370       1287            1            0        1        0            3
## 372       1588            0            0        2        0            4
## 374       1319            1            0        1        0            3
## 379       1856            1            0        1        1            1
## 381       1691            0            0        2        0            3
## 382       1301            1            0        2        0            2
## 387       1184            0            0        1        0            5
## 389       1479            0            0        2        0            3
## 391       1367            1            0        1        0            4
## 393        882            0            0        1        0            3
## 395       1034            0            0        1        0            2
## 396       1144            1            0        1        0            3
## 397        894            0            0        1        0            2
## 402       1310            0            0        2        0            3
## 406       1620            1            0        2        0            3
## 407       1639            0            0        1        0            3
## 411       1276            0            0        1        0            3
## 413       1478            1            0        2        1            2
## 416       1340            0            0        2        0            3
## 419       1134            1            0        1        1            3
## 420       1056            1            0        1        0            3
## 422       1602            0            1        2        0            3
## 423        988            0            0        1        0            2
## 425       1196            1            0        1        0            2
## 428        907            0            0        1        0            3
## 429       1208            1            0        2        0            2
## 430       1412            1            0        2        0            3
## 432       1198            0            0        1        0            4
## 437       1118            0            0        1        0            2
## 440       1196            0            0        1        0            3
## 441       2402            1            0        2        0            2
## 443       1573            0            0        2        0            3
## 446       1689            0            0        1        0            3
## 447       1888            0            0        2        1            2
## 449       1376            0            0        2        0            3
## 450       1183            0            0        1        1            2
## 452       1533            1            0        2        0            2
## 456       1242            0            0        1        1            3
## 458       1663            1            0        1        0            2
## 460       1203            1            0        1        0            3
## 463        864            0            0        1        0            3
## 465       1040            0            0        2        0            3
## 467       1277            1            0        1        0            2
## 469       1634            0            0        2        0            3
## 474       1976            1            0        2        0            2
## 476        970            1            0        1        0            2
## 477       1493            1            0        2        0            3
## 479       1718            1            0        2        0            3
## 481       1850            1            0        2        0            3
## 482       1792            1            0        2        0            2
## 485        999            1            0        1        0            3
## 486       1113            0            0        1        0            3
## 487       1073            1            0        1        1            3
## 488       1484            0            0        2        0            3
## 492       1578            1            0        1        0            3
## 494       1269            0            0        1        1            3
## 497       3228            1            0        3        0            4
## 498       1820            1            0        2        0            4
## 499        899            0            0        1        0            3
## 500        912            0            1        1        0            2
## 503       1214            1            0        1        0            2
## 504       1801            1            0        2        0            1
## 508       1218            0            0        2        0            2
## 510       1041            1            0        1        0            3
## 511       1363            1            0        1        0            2
## 513        864            1            0        1        0            3
## 514       1080            0            0        1        1            3
## 516       2020            1            0        2        1            3
## 522       1244            0            0        1        1            3
## 523       1664            0            0        2        0            3
## 526       1266            0            0        2        0            3
## 527        928            0            0        1        0            2
## 530       2515            1            0        3        0            4
## 533        827            0            0        1        0            2
## 534        334            0            0        1        0            1
## 538        864            0            0        1        0            3
## 539       1159            0            0        1        1            3
## 540       1601            1            0        2        0            3
## 541       1838            1            0        2        0            2
## 543       1680            1            0        2        0            3
## 546       2183            0            0        2        1            4
## 547       1635            0            0        1        1            3
## 549        825            1            0        1        0            2
## 552        928            0            0        1        0            3
## 553       1717            0            0        2        0            3
## 554       1126            0            0        2        0            2
## 557       1092            1            0        1        0            2
## 558       1336            0            0        1        1            3
## 561       1392            1            0        1        1            3
## 562       1389            1            0        1        0            2
## 564       1674            0            0        2        0            4
## 568       1535            0            0        2        0            3
## 569       2132            1            0        1        1            1
## 572        864            1            0        1        0            2
## 576       1216            0            0        1        0            2
## 577       1477            0            1        2        0            3
## 580       1795            0            0        2        0            4
## 581       1429            0            1        1        0            3
## 582       2042            0            0        2        1            3
## 585       1573            0            0        1        0            3
## 586       2028            1            0        2        0            2
## 589       1473            2            0        1        0            1
## 593        816            1            0        1        0            2
## 595        924            0            0        1        0            3
## 596       1826            1            0        2        0            3
## 599       1647            1            0        2        0            3
## 602       1375            0            0        1        1            3
## 605       1494            1            0        2        0            3
## 607       1040            1            0        1        0            3
## 608       2008            1            0        3        0            3
## 610       1029            1            0        1        0            3
## 614       1120            0            0        1        0            3
## 619       1828            0            0        2        0            3
## 623        980            0            0        1        0            3
## 626       1116            0            0        1        1            3
## 627       1422            0            0        1        0            3
## 633       1411            0            0        2        0            3
## 634       1056            0            1        1        0            3
## 645       1766            1            0        2        1            2
## 646        981            1            0        1        1            3
## 647       1048            0            0        1        0            3
## 648       1094            0            0        1        0            3
## 654       1469            0            0        1        0            3
## 655       2113            1            0        2        1            2
## 657       1053            1            0        1        1            3
## 659       1458            0            1        1        0            3
## 660       1486            1            0        1        0            3
## 663       1392            1            0        1        0            2
## 665       2097            1            0        1        1            1
## 668       1679            1            0        2        0            3
## 669       1437            1            0        1        1            3
## 673       1208            1            0        1        1            3
## 674       1839            1            0        2        0            3
## 675       1136            1            0        1        0            3
## 679       2046            0            0        2        1            3
## 680        988            1            0        1        0            3
## 682       1520            0            0        1        0            3
## 684       1668            1            0        2        0            3
## 689       1419            1            0        2        0            2
## 695       1539            0            0        1        1            3
## 696       1137            1            0        2        0            2
## 698       1148            0            1        1        0            2
## 699        894            1            0        1        0            3
## 701       1800            1            0        2        0            3
## 702       1164            0            0        1        1            3
## 705       1484            1            0        2        0            3
## 707       1824            1            0        2        0            2
## 710        904            0            0        1        0            3
## 712       1178            0            0        1        0            2
## 716       1350            0            0        2        0            3
## 718       1178            0            1        1        1            3
## 720        971            0            0        1        1            3
## 723        864            0            0        1        0            3
## 724       1470            0            0        2        0            4
## 725       1698            1            0        2        0            3
## 726        864            0            0        1        0            3
## 727       1680            1            0        2        0            3
## 728       1232            1            0        2        0            2
## 734       1144            1            0        1        0            3
## 735        948            0            0        1        0            3
## 742        912            1            1        1        0            3
## 743       1349            0            0        2        0            3
## 749       1720            1            0        2        0            3
## 750       1529            0            0        2        0            4
## 751       1140            0            0        1        0            3
## 753       1494            1            0        2        0            3
## 755       1026            1            0        1        0            3
## 761        864            0            0        1        0            2
## 766       1506            0            0        2        0            2
## 768       1750            1            0        2        0            4
## 769       1836            0            0        2        0            3
## 772       1220            0            0        1        0            2
## 774        912            0            0        1        0            2
## 775       1973            0            0        2        0            3
## 777       1614            0            0        2        0            3
## 778        894            1            0        1        0            3
## 781       1253            0            0        2        0            3
## 783       1430            0            0        2        0            3
## 786       1342            0            0        2        0            3
## 787       1652            1            0        2        0            4
## 789        901            0            0        1        0            2
## 794       1496            0            0        2        0            3
## 797       1285            0            0        1        1            3
## 798        773            0            0        1        0            2
## 800       1768            1            0        1        1            3
## 805       1128            0            0        1        0            2
## 806       1428            0            0        2        0            3
## 811       1309            1            0        1        1            3
## 813       1044            0            0        1        0            2
## 814       1442            0            0        1        1            4
## 815       1250            0            1        1        1            3
## 816       1661            0            0        2        0            3
## 817       1008            0            0        1        0            2
## 818       1689            1            0        2        0            3
## 822        936            0            0        1        0            2
## 824       1489            0            0        2        0            3
## 825       1489            0            0        2        0            3
## 826       2084            1            0        2        0            2
## 828       1434            0            0        2        0            3
## 831       1392            1            0        1        1            3
## 834       1516            0            0        1        1            3
## 835       1144            1            0        1        0            3
## 836       1067            0            0        2        0            2
## 839       1099            0            0        1        1            3
## 840       1200            0            0        1        0            3
## 845       1416            0            0        1        1            4
## 848        864            1            0        1        0            3
## 849       2358            0            0        3        0            5
## 855       1779            1            0        1        1            3
## 856       1040            1            0        1        1            3
## 859       1370            0            0        2        0            3
## 861       1426            0            0        1        1            3
## 863       1097            0            0        2        0            3
## 864       1148            1            0        1        0            3
## 865       1372            0            0        2        0            3
## 866       1002            1            0        1        0            3
## 867       1646            0            0        2        0            3
## 868       1120            1            0        1        1            3
## 871        894            0            0        1        0            2
## 873        910            0            0        1        0            3
## 875       1131            0            0        1        1            3
## 877       1040            1            0        1        0            3
## 880        864            1            0        1        0            3
## 881       1090            1            0        1        1            2
## 882       1717            0            0        2        1            3
## 885        892            0            0        1        0            3
## 888       1393            0            0        1        1            3
## 889       2217            1            0        2        0            4
## 890       1505            1            0        1        0            2
## 891        924            0            0        1        0            3
## 893       1068            0            1        1        0            3
## 894       1383            1            0        1        0            3
## 899       2364            1            0        2        1            2
## 900       1236            0            0        1        0            3
## 901        858            0            0        1        0            2
## 902       1306            1            0        1        0            2
## 904       1670            0            0        2        0            3
## 905        902            0            0        1        0            3
## 906       1063            1            0        1        0            3
## 907       1636            1            0        2        0            3
## 908       2057            0            0        1        1            3
## 909        902            1            0        1        0            2
## 912       1268            0            0        1        1            3
## 917        480            1            0        0        0            1
## 918       1229            0            0        1        0            3
## 920       1414            1            0        1        0            3
## 923       1316            0            0        2        0            3
## 925       1686            1            0        2        0            3
## 926       1126            0            1        2        0            3
## 929       1788            0            0        2        0            3
## 931       1466            0            0        2        0            3
## 932        925            0            1        1        0            2
## 933       1905            0            0        2        0            3
## 934       1500            0            0        2        0            3
## 935       2069            1            0        2        0            4
## 937       1200            1            0        2        0            2
## 945       1344            0            1        1        0            3
## 946       1869            0            0        1        0            2
## 948       1629            1            0        2        0            3
## 950       1381            1            0        1        1            3
## 951        864            1            0        1        0            3
## 952        965            1            0        1        0            3
## 958       1057            0            0        1        0            3
## 959       1337            1            0        2        0            3
## 961        858            1            0        1        0            2
## 964       1800            0            0        2        0            2
## 967       1308            1            0        1        1            2
## 968       1098            1            0        1        0            3
## 969        968            0            0        1        0            2
## 971       1192            0            0        1        1            4
## 974       1428            0            0        2        0            3
## 979        894            0            0        1        0            3
## 980       1121            1            0        1        0            3
## 983       1266            0            0        2        0            2
## 987       1635            0            0        1        0            2
## 988       1940            1            0        2        1            3
## 995       1718            1            0        2        0            3
## 996       1230            1            0        1        1            3
## 997       1050            1            0        1        0            3
## 998       1442            0            0        2        0            2
## 1000      1208            1            0        2        0            2
## 1001       944            0            0        1        0            2
## 1003      1574            0            0        2        0            3
## 1007      1657            0            1        2        0            3
## 1009      1710            0            0        2        0            3
## 1010      1522            0            0        2        0            4
## 1011      1271            0            0        2        0            4
## 1015      1082            0            0        1        0            2
## 1017      1504            1            0        2        0            3
## 1021      1132            1            0        1        1            2
## 1022      1220            1            0        2        0            2
## 1023      1248            0            0        1        0            2
## 1025      2898            1            0        2        0            2
## 1026       882            1            0        1        0            3
## 1027      1264            1            0        1        0            3
## 1028      1646            1            0        2        0            3
## 1029      1376            1            0        1        0            3
## 1034      1654            1            0        2        0            3
## 1036       845            0            0        1        0            3
## 1037      1620            1            0        2        0            2
## 1041      1803            1            0        2        0            3
## 1045      2524            1            0        2        1            4
## 1046      1733            0            0        2        0            4
## 1048       990            0            1        1        0            3
## 1049      1771            0            0        1        0            3
## 1050       930            0            0        1        0            2
## 1051      1302            0            0        2        0            3
## 1052      1316            0            0        2        0            3
## 1054      1526            0            0        1        0            4
## 1056      1523            0            1        2        0            3
## 1060      1991            0            0        1        1            3
## 1065      1154            0            0        1        1            3
## 1071      1048            1            0        1        0            3
## 1073      1456            1            1        1        0            4
## 1075      1240            0            0        2        0            2
## 1077      1466            0            1        2        0            3
## 1078      1096            1            0        1        0            3
## 1080       990            0            0        1        0            3
## 1081      1258            0            1        2        0            3
## 1082      1040            1            0        1        1            3
## 1083      1459            0            0        2        0            3
## 1084      1251            1            0        1        0            3
## 1093      1694            0            0        2        0            4
## 1094      1200            1            0        1        1            1
## 1095       936            1            0        1        0            2
## 1096      1314            0            0        2        0            3
## 1099      1324            0            0        1        0            3
## 1100      1601            0            0        2        0            3
## 1102       950            0            0        1        0            3
## 1103      1134            0            0        1        0            2
## 1104      1194            0            1        1        0            3
## 1107      1442            1            0        2        0            3
## 1110      1836            1            0        2        0            3
## 1113       816            1            0        1        0            2
## 1114      1008            1            0        1        0            2
## 1115       833            0            0        1        0            2
## 1116      1734            1            0        2        0            3
## 1118       894            1            0        1        0            3
## 1120      1040            0            0        1        0            3
## 1122      1552            0            0        2        0            3
## 1123       960            0            0        1        0            3
## 1124       698            0            1        1        0            2
## 1126      1005            0            0        1        0            2
## 1128      1530            1            0        2        0            3
## 1131      1981            1            0        2        0            4
## 1132       974            0            0        1        0            3
## 1137      1252            0            0        1        0            3
## 1138      1020            0            0        1        0            2
## 1139      1567            1            0        2        0            2
## 1141       952            1            0        1        0            2
## 1144      1006            0            0        1        0            3
## 1146      1576            0            0        1        0            3
## 1147      1298            1            0        2        0            3
## 1149      1111            0            0        1        0            2
## 1151       932            0            0        1        0            2
## 1152      1466            0            0        1        1            3
## 1153      1811            0            0        1        0            2
## 1156      1437            1            0        2        0            3
## 1159      1580            0            0        2        0            3
## 1162      1640            1            0        1        0            3
## 1163       894            0            0        1        0            3
## 1166      1502            0            0        2        0            3
## 1167      1694            0            0        2        0            3
## 1172      1261            1            0        1        0            3
## 1174      3086            0            0        3        0            3
## 1176      2872            0            0        2        1            4
## 1177       923            1            0        1        0            3
## 1178      1224            0            0        1        0            3
## 1179      1343            0            0        1        1            3
## 1180      1124            0            0        1        0            3
## 1185      1572            1            0        1        1            3
## 1186      1221            1            0        1        0            4
## 1188      1624            1            0        2        0            2
## 1193      1472            0            0        1        0            3
## 1199      1212            0            0        2        0            3
## 1200      1382            0            0        1        1            3
## 1201       864            0            0        1        0            3
## 1203      1348            1            0        1        0            3
## 1204      1630            0            0        2        0            3
## 1205      1074            1            0        1        1            3
## 1206      2196            0            0        2        0            3
## 1207      1056            1            0        1        0            2
## 1208      1700            1            0        2        0            3
## 1209      1283            1            0        1        0            3
## 1210      1660            1            0        2        0            3
## 1212      1752            0            0        2        0            4
## 1216       894            0            0        1        0            3
## 1218      1314            1            0        2        0            3
## 1219       912            0            0        1        0            2
## 1221       912            0            0        1        0            2
## 1222      1211            0            0        1        0            3
## 1223      1846            0            0        2        0            3
## 1224      2136            0            0        2        0            4
## 1228       912            1            0        1        0            2
## 1234      1188            1            0        1        0            3
## 1239      1141            0            0        1        1            3
## 1240      1484            0            0        2        0            2
## 1242      1689            0            0        2        0            3
## 1244      2076            1            0        2        1            2
## 1250       988            0            0        1        0            3
## 1251      2110            1            0        2        1            3
## 1253       874            1            0        1        0            3
## 1256      1367            0            0        1        0            3
## 1257      1987            1            0        2        0            2
## 1260      1054            1            0        1        1            3
## 1262      1050            0            0        1        0            2
## 1263      1788            1            0        1        0            5
## 1268      2018            0            0        2        0            3
## 1269      3447            0            0        3        1            4
## 1270      1524            0            0        1        1            3
## 1272      1489            0            0        2        0            3
## 1273       935            1            0        1        0            3
## 1275      1250            0            0        2        0            3
## 1280      1128            0            0        1        0            2
## 1281      1573            1            0        2        0            3
## 1282      1339            1            0        2        0            2
## 1283      1040            0            0        2        0            3
## 1285      2447            0            0        2        0            4
## 1286      1412            0            0        1        0            4
## 1287      1328            1            0        1        1            3
## 1288      1582            0            1        2        0            4
## 1295       864            1            0        1        0            2
## 1296      1052            1            0        1        1            3
## 1297      1128            1            0        2        0            3
## 1300      1246            1            0        1        1            3
## 1304      1616            0            0        2        0            3
## 1306      1652            1            0        2        0            2
## 1308       990            1            0        1        0            3
## 1309      1122            1            0        1        0            2
## 1310      1294            1            0        2        0            3
## 1311      1902            1            0        2        0            3
## 1312      1274            1            0        2        0            3
## 1315       948            1            0        1        0            3
## 1317      1630            1            0        2        0            3
## 1319      1787            0            0        2        0            3
## 1320       948            0            0        1        0            3
## 1321      1478            1            0        1        1            3
## 1322       720            0            0        1        0            2
## 1325      1795            0            0        2        0            2
## 1328       816            0            1        1        0            3
## 1329      2792            0            0        2        0            5
## 1331      1588            0            0        2        0            3
## 1333       816            1            0        1        0            2
## 1334      1360            0            0        1        1            2
## 1336      1334            0            1        2        0            2
## 1340       864            0            0        1        0            3
## 1341       872            0            0        1        0            3
## 1342      1114            1            0        1        0            3
## 1344      1913            0            0        1        1            3
## 1347      2156            0            0        2        0            3
## 1348      1776            1            0        2        0            3
## 1349      1494            1            0        2        0            3
## 1353      1176            0            0        1        0            2
## 1354      3238            1            0        2        1            4
## 1357       892            0            0        1        0            3
## 1358      1078            1            0        1        1            3
## 1360      1980            1            0        2        0            3
## 1362      1530            1            0        2        0            3
## 1363      1738            0            0        2        0            4
## 1370      1668            1            0        2        0            3
## 1371      1374            0            0        1        0            2
## 1374      2633            1            0        2        1            2
## 1376      1571            0            0        2        0            3
## 1378      1604            0            0        2        0            3
## 1382      2117            0            0        2        1            4
## 1385      1258            0            0        1        0            2
## 1386      1154            1            0        1        0            3
## 1388      2526            0            0        2        0            5
## 1389      1746            1            0        2        0            3
## 1390      1218            0            1        1        0            3
## 1391      1525            1            0        2        0            3
## 1397      1687            1            0        1        0            3
## 1399      1904            1            0        1        1            3
## 1400      1608            0            0        2        1            3
## 1401      1158            0            0        1        0            3
## 1403      1294            0            0        2        0            2
## 1404      1464            1            0        2        0            3
## 1405      1214            0            0        1        0            3
## 1408       833            1            0        1        0            3
## 1412      1668            0            0        1        1            3
## 1414      1844            1            0        2        0            2
## 1415      1848            0            0        1        1            4
## 1419      1144            1            0        1        1            3
## 1420      1844            1            0        2        0            3
## 1425      1344            1            0        1        0            2
## 1426      1252            0            0        1        0            3
## 1428      1558            1            0        1        1            3
## 1430      1440            0            0        2        0            3
## 1435      1126            1            0        2        0            3
## 1436      1537            1            0        1        1            3
## 1437       864            0            0        1        0            3
## 1438      1932            1            0        2        0            2
## 1439      1236            1            0        1        0            2
## 1445      1422            0            0        2        0            3
## 1447      1188            0            0        1        0            3
## 1449      1346            0            0        1        1            2
## 1452      1578            0            0        2        0            3
## 1454      1140            0            0        1        0            3
## 1455      1221            1            0        2        0            2
## 1457      2073            1            0        2        0            3
## 1459      1078            1            0        1        0            2
## 1460      1256            1            0        1        1            3
##      KitchenAbvGr KitchenQual TotRmsAbvGrd Functional Fireplaces FireplaceQu
## 2               1          TA            6        Typ          1          TA
## 6               1          TA            5        Typ          0        <NA>
## 7               1          Gd            7        Typ          1          Gd
## 9               2          TA            8       Min1          2          TA
## 11              1          TA            5        Typ          0        <NA>
## 13              1          TA            4        Typ          0        <NA>
## 14              1          Gd            7        Typ          1          Gd
## 15              1          TA            5        Typ          1          Fa
## 17              1          TA            5        Typ          1          TA
## 19              1          Gd            6        Typ          0        <NA>
## 20              1          TA            6       Min1          0        <NA>
## 23              1          Gd            7        Typ          1          Gd
## 25              1          Gd            6        Typ          1          TA
## 26              1          Gd            7        Typ          1          Gd
## 27              1          Gd            5        Typ          0        <NA>
## 28              1          Gd            7        Typ          1          Gd
## 29              1          TA            6        Typ          2          Gd
## 32              1          Gd            6        Typ          0        <NA>
## 33              1          Gd            7        Typ          0        <NA>
## 34              1          Gd            6        Typ          1          Gd
## 37              1          TA            6        Typ          0        <NA>
## 38              1          TA            5        Typ          1          TA
## 39              1          Gd            5        Typ          0        <NA>
## 41              1          TA            6        Typ          1          TA
## 42              1          TA            5        Typ          2          Gd
## 44              1          TA            5        Typ          0        <NA>
## 45              1          TA            6        Typ          0        <NA>
## 47              1          Gd            6        Typ          1          Ex
## 48              1          Gd            7        Typ          0        <NA>
## 50              1          TA            6        Typ          0        <NA>
## 52              1          TA            6        Typ          1          Gd
## 54              1          Gd            5        Typ          1          Gd
## 56              1          TA            7        Typ          1          Gd
## 60              1          TA            4        Typ          0        <NA>
## 61              1          Gd            5        Typ          0        <NA>
## 67              1          TA            7       Min1          1          Gd
## 68              1          Gd            7        Typ          0        <NA>
## 70              1          TA            7        Typ          1          TA
## 71              1          TA            8        Typ          2          Gd
## 72              1          TA            4        Typ          0        <NA>
## 74              1          TA            6        Typ          0        <NA>
## 75              2          TA            8        Typ          0        <NA>
## 77              1          TA            4        Typ          0        <NA>
## 78              1          TA            6       Min1          0        <NA>
## 80              1          TA            5        Typ          0        <NA>
## 83              1          Gd            6        Typ          1          Gd
## 84              1          TA            6        Typ          0        <NA>
## 89              1          Fa            6        Typ          0        <NA>
## 90              1          TA            5        Typ          0        <NA>
## 91              1          TA            4        Typ          0        <NA>
## 92              1          TA            6        Typ          0        <NA>
## 97              1          Gd            6        Typ          0        <NA>
## 98              1          TA            6        Typ          0        <NA>
## 100             1          TA            6        Typ          0        <NA>
## 101             1          Gd            6        Typ          2          TA
## 104             1          Gd            6        Typ          0        <NA>
## 105             1          TA            7        Typ          2          TA
## 108             1          TA            5        Typ          0        <NA>
## 109             1          Fa            7        Typ          0        <NA>
## 110             1          TA            7        Typ          1          TA
## 111             1          TA            7        Typ          0        <NA>
## 114             1          Gd            7        Typ          2          Gd
## 117             1          TA            6        Typ          1          Po
## 118             1          TA            5        Typ          0        <NA>
## 122             1          TA            4        Typ          0        <NA>
## 123             1          TA            5        Typ          0        <NA>
## 125             1          TA            7        Typ          1          TA
## 130             1          Ex            6        Typ          0        <NA>
## 133             1          Gd            7        Typ          0        <NA>
## 134             1          Gd            6        Typ          0        <NA>
## 135             1          TA            7       Min1          1          TA
## 136             1          TA            7        Typ          1          Gd
## 137             1          TA            5        Typ          1          Fa
## 141             1          TA            5        Typ          1          Po
## 142             1          Gd            7        Typ          0        <NA>
## 143             1          TA            6        Typ          0        <NA>
## 144             1          Gd            6        Typ          0        <NA>
## 149             1          Gd            6        Typ          0        <NA>
## 150             1          TA            7        Typ          0        <NA>
## 151             1          TA            5        Typ          0        <NA>
## 152             1          Gd            6        Typ          1          Gd
## 154             1          TA            4        Typ          1          Gd
## 156             1          TA            5        Typ          0        <NA>
## 157             1          TA            5        Typ          0        <NA>
## 161             1          TA            6        Typ          0        <NA>
## 163             1          Gd            7        Typ          1          Gd
## 167             1          TA            7        Typ          3          Gd
## 170             1          TA            6        Typ          1          TA
## 171             1          TA            7        Typ          0        <NA>
## 172             1          TA            7        Typ          2          Gd
## 174             1          TA            6        Typ          1          TA
## 175             1          TA            7       Min2          1          TA
## 176             1          Gd            7        Typ          1          Gd
## 178             1          Gd            8        Typ          1          Gd
## 179             1          Ex            9        Typ          1          Gd
## 183             1          TA            7        Typ          1          Gd
## 184             1          Gd            6        Mod          0        <NA>
## 185             1          TA            5        Typ          0        <NA>
## 188             1          TA            8       Min2          0        <NA>
## 193             1          Gd            6        Typ          0        <NA>
## 195             1          TA            5        Typ          0        <NA>
## 197             1          Ex            8        Typ          1          Gd
## 200             1          Ex            7        Typ          1          Gd
## 201             1          TA            5        Typ          0        <NA>
## 202             1          TA            6        Typ          2          Fa
## 203             1          TA            6       Min1          0        <NA>
## 205             1          TA            5        Typ          0        <NA>
## 206             1          TA            5        Typ          0        <NA>
## 207             1          TA            8       Min2          1          TA
## 208             1          TA            6        Typ          1          Po
## 210             1          TA            6        Typ          0        <NA>
## 212             1          Gd            6        Typ          0        <NA>
## 214             1          TA            5        Typ          0        <NA>
## 216             1          Gd            6       Min1          1          Fa
## 217             1          Gd            8        Typ          0        <NA>
## 219             1          Gd            8        Typ          2          TA
## 221             1          Gd            5        Typ          0        <NA>
## 224             1          TA            4        Typ          0        <NA>
## 225             1          Ex            8        Typ          1          Ex
## 229             1          TA            5        Typ          1          Fa
## 231             1          TA            6        Typ          0        <NA>
## 234             1          TA            5        Typ          0        <NA>
## 237             1          Gd            6        Typ          0        <NA>
## 239             1          Gd            7        Typ          0        <NA>
## 240             1          TA            7        Typ          1          Gd
## 241             1          Gd            7        Typ          0        <NA>
## 243             1          TA            6        Typ          0        <NA>
## 246             1          TA            6        Typ          1          TA
## 248             1          TA            5        Typ          1          TA
## 250             1          Gd            7        Typ          2          TA
## 255             1          TA            5        Typ          0        <NA>
## 258             1          Gd            8        Typ          1          Gd
## 260             1          TA            4        Typ          0        <NA>
## 264             1          TA            6        Typ          0        <NA>
## 266             1          Gd            7        Typ          1          TA
## 270             1          TA            6        Typ          1          Fa
## 272             1          TA            5        Mod          2          TA
## 274             1          TA            6       Min1          1          Gd
## 275             1          TA            5        Typ          0        <NA>
## 276             1          Ex            5        Typ          0        <NA>
## 277             1          Gd            7        Typ          0        <NA>
## 278             1          TA            4        Typ          0        <NA>
## 279             1          Ex            8        Typ          1          Ex
## 282             1          Gd            5        Typ          0        <NA>
## 284             1          Gd            6        Typ          1          Gd
## 287             1          Gd            7        Typ          1          Gd
## 288             1          TA            5        Typ          0        <NA>
## 289             1          TA            5        Typ          0        <NA>
## 293             1          TA            8       Min2          1          Gd
## 295             1          TA            7        Typ          2          Gd
## 297             1          TA            6        Typ          0        <NA>
## 300             1          Gd            6        Typ          1          Gd
## 303             1          Gd            6        Typ          1          TA
## 304             1          TA            5        Typ          0        <NA>
## 306             1          Gd            8        Typ          0        <NA>
## 308             1          Fa            6        Typ          0        <NA>
## 310             1          Ex            8        Typ          3          Ex
## 312             1          TA            5        Typ          1          Gd
## 314             1          TA            8        Typ          2          Gd
## 324             1          TA            6        Typ          0        <NA>
## 328             1          TA            7        Typ          0        <NA>
## 332             1          TA            6        Typ          0        <NA>
## 333             1          Gd            7        Typ          1          Gd
## 337             1          Gd            8        Typ          1          Gd
## 338             1          Gd            7        Typ          0        <NA>
## 339             1          Gd            8        Typ          0        <NA>
## 340             1          TA            6        Typ          0        <NA>
## 342             1          TA            4        Typ          0        <NA>
## 346             1          Fa            6        Typ          1          Gd
## 347             1          TA            5        Typ          0        <NA>
## 348             1          TA            6        Typ          2          Gd
## 353             1          TA            5        Typ          0        <NA>
## 355             1          TA            6        Typ          2          Gd
## 356             1          Gd            6        Typ          0        <NA>
## 357             1          Gd            6        Typ          0        <NA>
## 362             1          TA            8        Typ          0        <NA>
## 367             1          TA            6        Typ          2          Gd
## 369             1          TA            7        Typ          1          Gd
## 370             1          Gd            7        Typ          1          Gd
## 372             1          TA            7       Min2          1          Gd
## 374             1          TA            5       Min2          0        <NA>
## 379             1          Ex            8        Typ          1          Ex
## 381             1          Gd            6        Typ          1          Gd
## 382             1          Gd            5        Typ          1          Gd
## 387             1          TA            8        Typ          0        <NA>
## 389             1          Gd            6        Typ          0        <NA>
## 391             1          TA            7        Typ          0        <NA>
## 393             1          TA            5        Typ          0        <NA>
## 395             1          TA            5        Typ          0        <NA>
## 396             1          TA            6        Typ          0        <NA>
## 397             1          TA            6        Typ          0        <NA>
## 402             1          Gd            6        Typ          1          Gd
## 406             1          TA            8       Min1          1          TA
## 407             1          TA            6       Maj2          0        <NA>
## 411             1          TA            5        Mod          0        <NA>
## 413             1          Gd            7        Typ          1          Gd
## 416             1          Gd            6        Typ          0        <NA>
## 419             1          TA            7        Typ          0        <NA>
## 420             1          TA            6        Typ          1          Fa
## 422             1          Gd            8        Typ          1          TA
## 423             1          TA            4        Typ          0        <NA>
## 425             1          TA            6        Typ          1          Gd
## 428             1          TA            5        Typ          0        <NA>
## 429             1          Gd            6        Typ          0        <NA>
## 430             1          Gd            6        Typ          1          TA
## 432             1          TA            7        Typ          0        <NA>
## 437             1          TA            6        Typ          0        <NA>
## 440             1          Gd            7        Typ          0        <NA>
## 441             1          Ex           10        Typ          2          Gd
## 443             1          TA            8        Typ          1          Gd
## 446             1          TA            7        Typ          1          Gd
## 447             1          Gd            6        Mod          1          Gd
## 449             1          TA            7        Typ          1          Gd
## 450             1          TA            6        Typ          0        <NA>
## 452             1          Gd            5        Typ          2          TA
## 456             1          TA            6        Typ          1          TA
## 458             1          Gd            6       Min1          2          Gd
## 460             1          Gd            5        Typ          1          TA
## 463             1          TA            5        Typ          1          Po
## 465             1          TA            5        Typ          0        <NA>
## 467             1          TA            5        Typ          1          Po
## 469             1          Gd            7        Typ          1          Gd
## 474             1          Gd            7        Typ          1          Ex
## 476             1          TA            5        Typ          0        <NA>
## 477             1          Gd            7        Typ          1          TA
## 479             1          Gd            7        Typ          1          Gd
## 481             1          Gd            8        Typ          1          Gd
## 482             1          Ex            6        Typ          1          Gd
## 485             1          Gd            6        Typ          0        <NA>
## 486             1          Gd            5        Typ          1          Gd
## 487             1          TA            6        Typ          0        <NA>
## 488             1          TA            7        Typ          1          TA
## 492             1          Fa            5        Typ          2          TA
## 494             1          TA            6        Typ          1          Fa
## 497             1          Gd           10        Typ          1          Gd
## 498             1          TA            8        Typ          0        <NA>
## 499             1          Gd            5        Typ          0        <NA>
## 500             1          TA            5        Typ          0        <NA>
## 503             1          TA            6        Typ          0        <NA>
## 504             1          TA            6        Typ          2          TA
## 508             1          Gd            4        Typ          0        <NA>
## 510             1          TA            6        Typ          0        <NA>
## 511             1          TA            6       Min1          2          TA
## 513             1          TA            5        Typ          0        <NA>
## 514             1          TA            5        Typ          0        <NA>
## 516             1          Ex            9        Typ          1          Gd
## 522             1          TA            6        Typ          2          Gd
## 523             1          TA            7        Typ          2          Gd
## 526             1          Gd            6        Typ          1          TA
## 527             1          TA            4        Typ          0        <NA>
## 530             2          TA            9       Maj1          2          TA
## 533             1          TA            5        Mod          1          Po
## 534             1          Fa            2        Typ          0        <NA>
## 538             1          TA            5        Typ          0        <NA>
## 539             1          TA            7        Typ          1          Fa
## 540             1          Gd            6        Typ          1          TA
## 541             1          Ex            8        Typ          1          Gd
## 543             1          Gd            7       Maj1          1          TA
## 546             1          Gd            9        Typ          0        <NA>
## 547             1          TA            6        Typ          1          Gd
## 549             1          TA            4        Typ          0        <NA>
## 552             1          TA            5        Typ          0        <NA>
## 553             1          Gd            7        Typ          1          Gd
## 554             1          Gd            5        Typ          0        <NA>
## 557             1          TA            6        Typ          1          TA
## 558             1          TA            7        Typ          0        <NA>
## 561             1          TA            5        Mod          1          Gd
## 562             1          TA            6        Typ          1          TA
## 564             1          TA            8        Typ          1          Gd
## 568             1          Gd            7        Typ          0        <NA>
## 569             1          Gd            5       Min2          1          Gd
## 572             1          Gd            4        Typ          0        <NA>
## 576             1          TA            6        Typ          0        <NA>
## 577             1          TA            6        Typ          1          Gd
## 580             1          TA            7        Typ          0        <NA>
## 581             1          Gd            7        Typ          2          Gd
## 582             1          Ex            8        Typ          1          Gd
## 585             1          Gd            6        Typ          0        <NA>
## 586             1          Gd            7        Typ          2          Gd
## 589             1          Ex            5        Typ          2          Gd
## 593             1          TA            4        Typ          0        <NA>
## 595             1          TA            5        Typ          0        <NA>
## 596             1          Gd            7        Typ          1          TA
## 599             1          Gd            7        Typ          1          TA
## 602             1          Gd            6        Typ          1          Gd
## 605             1          Gd            6        Typ          1          TA
## 607             1          Gd            6        Typ          0        <NA>
## 608             1          Ex            8        Typ          0        <NA>
## 610             1          TA            5        Typ          0        <NA>
## 614             1          TA            6        Typ          0        <NA>
## 619             1          Gd            9        Typ          1          Gd
## 623             1          TA            6        Typ          0        <NA>
## 626             1          TA            5        Typ          0        <NA>
## 627             1          TA            6       Min1          1          TA
## 633             1          TA            6        Typ          1          TA
## 634             1          TA            6        Typ          0        <NA>
## 645             1          Ex            7        Typ          1          Gd
## 646             1          TA            5        Typ          0        <NA>
## 647             1          TA            7       Min1          0        <NA>
## 648             1          TA            5        Typ          2          Gd
## 654             1          TA            7        Typ          0        <NA>
## 655             1          Gd            7        Typ          1          TA
## 657             1          Gd            5        Typ          0        <NA>
## 659             1          TA            6        Typ          1          Gd
## 660             1          TA            7        Typ          0        <NA>
## 663             1          TA            5       Maj2          2          TA
## 665             1          Ex            8        Typ          1          Ex
## 668             1          Gd            7        Typ          1          Fa
## 669             1          TA            6       Min2          1          TA
## 673             1          TA            6        Typ          1          TA
## 674             1          Gd            7        Typ          2          TA
## 675             1          TA            5        Typ          1          Gd
## 679             1          Gd            7        Typ          1          Gd
## 680             1          TA            5        Typ          0        <NA>
## 682             1          TA            6        Typ          0        <NA>
## 684             1          Gd            7        Typ          1          TA
## 689             1          Gd            7        Typ          1          Gd
## 695             1          TA            5        Typ          0        <NA>
## 696             1          Gd            5        Typ          1          TA
## 698             1          TA            6        Typ          0        <NA>
## 699             1          TA            5        Typ          1          Gd
## 701             1          Gd            7        Typ          1          Gd
## 702             1          TA            6        Typ          0        <NA>
## 705             1          Gd            7        Typ          0        <NA>
## 707             1          Gd            5        Typ          2          TA
## 710             1          TA            6        Typ          0        <NA>
## 712             1          TA            7        Typ          0        <NA>
## 716             1          TA            7        Typ          1          TA
## 718             1          Gd            5        Typ          1          Fa
## 720             1          TA            5        Typ          1          Po
## 723             1          TA            5        Typ          0        <NA>
## 724             1          TA            7        Typ          0        <NA>
## 725             1          Ex            8        Typ          1          Gd
## 726             1          Gd            5        Typ          0        <NA>
## 727             1          Gd            5        Typ          1          Gd
## 728             1          Gd            6        Typ          0        <NA>
## 734             1          TA            6        Typ          1          TA
## 735             1          TA            6        Typ          0        <NA>
## 742             1          Gd            5        Typ          0        <NA>
## 743             1          TA            6        Typ          0        <NA>
## 749             1          Gd            7        Typ          1          TA
## 750             1          TA            9        Mod          0        <NA>
## 751             1          TA            7       Min2          0        <NA>
## 753             1          Gd            6        Typ          0        <NA>
## 755             1          Gd            5        Typ          0        <NA>
## 761             1          TA            5        Typ          0        <NA>
## 766             1          Ex            6        Typ          1          Gd
## 768             1          TA            7        Mod          0        <NA>
## 769             1          Gd            8        Typ          1          Gd
## 772             1          TA            6        Typ          0        <NA>
## 774             1          TA            5        Typ          0        <NA>
## 775             1          Gd            9        Typ          1          Gd
## 777             1          Gd            7        Typ          0        <NA>
## 778             1          TA            5        Typ          1          Fa
## 781             1          TA            6        Typ          1          TA
## 783             1          Gd            6        Typ          0        <NA>
## 786             1          TA            7        Typ          1          Gd
## 787             1          TA            7        Typ          0        <NA>
## 789             1          TA            4        Typ          0        <NA>
## 794             1          Gd            7        Typ          0        <NA>
## 797             1          TA            7        Typ          1          TA
## 798             1          TA            4        Typ          0        <NA>
## 800             1          Gd            7        Typ          2          TA
## 805             1          TA            5       Min1          0        <NA>
## 806             1          Ex            6        Typ          0        <NA>
## 811             1          Gd            5        Typ          1          Fa
## 813             1          Fa            4        Typ          0        <NA>
## 814             1          TA            7        Typ          0        <NA>
## 815             1          Fa            7        Typ          0        <NA>
## 816             1          Gd            6        Typ          0        <NA>
## 817             1          TA            4        Typ          1          Gd
## 818             1          Gd            7        Typ          2          Gd
## 822             1          TA            4       Min2          0        <NA>
## 824             1          TA            7        Typ          1          Gd
## 825             1          Gd            7        Typ          1          Gd
## 826             1          Ex            7        Typ          1          Gd
## 828             1          Gd            6        Typ          1          TA
## 831             1          TA            6        Typ          2          Gd
## 834             1          TA            6        Typ          0        <NA>
## 835             1          TA            6        Typ          0        <NA>
## 836             1          Gd            4       Min2          0        <NA>
## 839             1          Gd            6        Typ          0        <NA>
## 840             1          TA            6        Typ          0        <NA>
## 845             1          TA            7        Typ          1          Gd
## 848             1          TA            5        Typ          1          Fa
## 849             1          TA           10        Typ          1          Gd
## 855             1          TA            6        Typ          1          Gd
## 856             1          TA            6        Typ          0        <NA>
## 859             1          TA            6        Typ          1          TA
## 861             1          Gd            7        Typ          1          Gd
## 863             1          TA            6        Typ          0        <NA>
## 864             1          TA            6        Typ          0        <NA>
## 865             1          Gd            6        Typ          0        <NA>
## 866             1          TA            5        Typ          0        <NA>
## 867             1          Gd            6        Typ          1          Gd
## 868             1          Fa            5        Typ          0        <NA>
## 871             1          TA            5        Typ          0        <NA>
## 873             1          Gd            5        Typ          0        <NA>
## 875             1          TA            5        Typ          0        <NA>
## 877             1          TA            5        Typ          0        <NA>
## 880             1          TA            6        Typ          0        <NA>
## 881             1          TA            5        Typ          0        <NA>
## 882             1          Gd            7        Typ          1          TA
## 885             1          TA            5        Typ          0        <NA>
## 888             1          TA            8        Typ          0        <NA>
## 889             1          Gd            8        Typ          1          TA
## 890             1          TA            6        Typ          1          TA
## 891             1          TA            6        Typ          1          Po
## 893             1          TA            6        Typ          0        <NA>
## 894             1          TA            6        Typ          1          Gd
## 899             1          Ex           11        Typ          2          Gd
## 900             1          TA            6        Typ          1          TA
## 901             1          TA            4        Typ          0        <NA>
## 902             1          TA            5        Typ          0        <NA>
## 904             1          Gd            7        Typ          1          Gd
## 905             1          TA            6        Typ          0        <NA>
## 906             1          TA            6        Typ          0        <NA>
## 907             1          Gd            8        Typ          1          Gd
## 908             1          Gd            6        Typ          1          Gd
## 909             1          TA            5        Typ          0        <NA>
## 912             1          Gd            5        Typ          0        <NA>
## 917             1          TA            4        Typ          0        <NA>
## 918             1          TA            6        Typ          0        <NA>
## 920             1          TA            6       Min1          1          TA
## 923             1          Gd            6        Typ          1          Gd
## 925             1          TA            7        Typ          1          TA
## 926             1          Ex            6        Typ          0        <NA>
## 929             1          Ex            7        Typ          1          TA
## 931             1          Gd            7        Typ          0        <NA>
## 932             1          TA            5        Typ          0        <NA>
## 933             1          Ex            8        Typ          1          Gd
## 934             1          Gd            6        Typ          0        <NA>
## 935             1          Gd            9        Typ          1          Gd
## 937             1          Gd            5        Typ          0        <NA>
## 945             1          Gd            7        Typ          1          Gd
## 946             1          TA            7        Typ          0        <NA>
## 948             1          Gd            9        Typ          1          Gd
## 950             1          Gd            5        Typ          1          TA
## 951             1          Gd            5        Typ          0        <NA>
## 952             1          TA            6        Typ          0        <NA>
## 958             1          TA            6        Typ          0        <NA>
## 959             1          Gd            6        Typ          0        <NA>
## 961             1          TA            4        Typ          0        <NA>
## 964             1          Ex            7        Typ          0        <NA>
## 967             1          TA            7       Min2          2          TA
## 968             1          TA            6        Typ          0        <NA>
## 969             1          TA            6        Typ          0        <NA>
## 971             1          TA            6        Typ          0        <NA>
## 974             1          Gd            6        Typ          0        <NA>
## 979             1          TA            5        Typ          0        <NA>
## 980             1          TA            5        Typ          0        <NA>
## 983             1          Gd            6        Typ          1          Gd
## 987             1          Gd            5        Typ          0        <NA>
## 988             1          Ex            8        Typ          1          Gd
## 995             1          Ex            7        Typ          1          Gd
## 996             1          TA            5        Typ          0        <NA>
## 997             1          TA            6        Typ          0        <NA>
## 998             1          TA            6        Typ          1          TA
## 1000            1          Gd            6        Typ          0        <NA>
## 1001            1          Fa            4       Min1          0        <NA>
## 1003            1          Gd            7        Typ          1          Gd
## 1007            1          TA            7        Typ          1          TA
## 1009            1          Gd            7        Typ          1          Gd
## 1010            1          TA            7        Typ          0        <NA>
## 1011            1          TA            7        Typ          1          Gd
## 1015            1          TA            5        Typ          1          Gd
## 1017            1          Gd            6        Typ          1          TA
## 1021            1          Gd            5        Typ          0        <NA>
## 1022            1          Gd            6        Typ          0        <NA>
## 1023            1          TA            6        Typ          0        <NA>
## 1025            1          Gd           10        Typ          1          Gd
## 1026            1          TA            5        Typ          0        <NA>
## 1027            1          TA            6        Typ          2          Gd
## 1028            1          Gd            7        Typ          1          Gd
## 1029            1          TA            6        Typ          1          Gd
## 1034            1          Gd            6        Typ          0        <NA>
## 1036            1          TA            5        Typ          0        <NA>
## 1037            1          Ex            6        Typ          1          Ex
## 1041            1          TA            8       Maj1          1          TA
## 1045            1          Gd            9        Typ          1          Gd
## 1046            1          TA            8       Min2          1          Gd
## 1048            1          TA            5        Typ          0        <NA>
## 1049            1          TA            9       Min1          1          TA
## 1050            1          Gd            6        Typ          0        <NA>
## 1051            1          Gd            6        Typ          0        <NA>
## 1052            1          Gd            6        Typ          1          Gd
## 1054            1          TA            7       Min2          1          Gd
## 1056            1          TA            7        Typ          1          TA
## 1060            1          TA            7        Typ          1          Gd
## 1065            1          TA            6        Typ          1          Po
## 1071            1          TA            6        Typ          0        <NA>
## 1073            1          TA            7        Typ          1          TA
## 1075            1          Gd            5        Typ          0        <NA>
## 1077            1          Gd            7       Min1          1          TA
## 1078            1          TA            6        Typ          0        <NA>
## 1080            1          TA            5        Typ          0        <NA>
## 1081            1          Gd            5        Typ          0        <NA>
## 1082            1          TA            5        Typ          0        <NA>
## 1083            1          Gd            6        Typ          1          Gd
## 1084            1          TA            6        Typ          2          Gd
## 1093            1          TA            7        Typ          1          Gd
## 1094            1          Gd            6        Typ          0        <NA>
## 1095            1          TA            4        Typ          0        <NA>
## 1096            1          Gd            6        Typ          1          Gd
## 1099            1          TA            6        Typ          0        <NA>
## 1100            1          TA            7        Typ          1          TA
## 1102            1          TA            5        Typ          0        <NA>
## 1103            1          TA            6        Typ          0        <NA>
## 1104            1          TA            6        Typ          1          Fa
## 1107            1          Gd            6        Typ          1          TA
## 1110            1          Gd            7        Typ          1          Gd
## 1113            1          TA            5        Typ          0        <NA>
## 1114            1          Gd            6        Typ          0        <NA>
## 1115            1          Gd            4        Typ          0        <NA>
## 1116            1          Ex            7        Typ          1          Gd
## 1118            1          Gd            5        Typ          0        <NA>
## 1120            1          TA            6        Typ          0        <NA>
## 1122            1          Gd            7        Typ          0        <NA>
## 1123            1          TA            5        Typ          0        <NA>
## 1124            1          TA            4        Typ          0        <NA>
## 1126            1          Fa            5        Typ          1          TA
## 1128            1          Gd            7        Typ          1          Gd
## 1131            1          Gd            7       Min2          2          TA
## 1132            1          TA            5        Typ          0        <NA>
## 1137            1          TA            6        Typ          0        <NA>
## 1138            1          TA            6        Typ          0        <NA>
## 1139            1          Gd            5        Typ          2          TA
## 1141            1          TA            4        Typ          0        <NA>
## 1144            1          TA            5        Typ          0        <NA>
## 1146            1          TA            8        Typ          1          Gd
## 1147            1          Gd            5        Typ          1          TA
## 1149            1          TA            5        Typ          1          Gd
## 1151            1          Gd            4        Typ          1          Gd
## 1152            1          Fa            6        Typ          2          Gd
## 1153            1          Ex            6        Typ          1          Gd
## 1156            1          Gd            6        Typ          1          Fa
## 1159            1          Gd            7        Typ          0        <NA>
## 1162            1          Gd            7        Typ          1          Gd
## 1163            1          TA            5        Typ          1          Po
## 1166            1          Gd            7        Typ          0        <NA>
## 1167            1          Gd            7        Typ          0        <NA>
## 1172            1          TA            6        Typ          1          TA
## 1174            1          Ex           12       Maj1          1          Gd
## 1176            1          Gd            9        Typ          1          TA
## 1177            1          TA            5        Typ          0        <NA>
## 1178            1          TA            5        Typ          0        <NA>
## 1179            1          TA            7        Typ          1          Gd
## 1180            1          TA            5       Min2          1          Gd
## 1185            1          TA            5        Typ          2          TA
## 1186            1          TA            7        Typ          0        <NA>
## 1188            1          Gd            5        Typ          1          Fa
## 1193            1          Gd            6        Typ          0        <NA>
## 1199            1          Gd            6        Typ          0        <NA>
## 1200            1          TA            6        Typ          1          Po
## 1201            1          TA            5        Typ          0        <NA>
## 1203            1          TA            5        Typ          1          Fa
## 1204            1          Gd            6        Typ          1          TA
## 1205            1          TA            6        Typ          0        <NA>
## 1206            1          Gd            7        Typ          1          TA
## 1207            1          TA            5        Typ          0        <NA>
## 1208            1          Gd            7        Typ          0        <NA>
## 1209            1          TA            6        Typ          0        <NA>
## 1210            1          Gd            8        Typ          1          Gd
## 1212            1          TA            8        Typ          0        <NA>
## 1216            1          TA            5        Typ          0        <NA>
## 1218            1          Gd            6        Typ          0        <NA>
## 1219            1          TA            3        Typ          0        <NA>
## 1221            1          TA            5        Typ          0        <NA>
## 1222            1          TA            5        Typ          1          TA
## 1223            1          TA            7        Typ          1          Gd
## 1224            1          TA            7        Mod          0        <NA>
## 1228            1          Gd            5        Typ          0        <NA>
## 1234            1          TA            6        Typ          0        <NA>
## 1239            1          TA            6        Typ          0        <NA>
## 1240            1          Ex            6        Typ          1          Gd
## 1242            1          Gd            7        Typ          0        <NA>
## 1244            1          Ex            7        Typ          1          Gd
## 1250            1          TA            6        Typ          0        <NA>
## 1251            1          Ex            8        Typ          2          TA
## 1253            1          TA            5        Typ          0        <NA>
## 1256            1          TA            6        Typ          1          Gd
## 1257            1          Gd            7        Typ          1          TA
## 1260            1          TA            6        Typ          0        <NA>
## 1262            1          TA            5        Typ          0        <NA>
## 1263            1          TA            8       Min2          2          TA
## 1268            1          Ex           10        Typ          1          Gd
## 1269            1          Gd           11        Typ          2          Gd
## 1270            1          TA            7        Typ          0        <NA>
## 1272            1          Gd            7        Typ          1          Gd
## 1273            1          TA            5        Typ          0        <NA>
## 1275            1          TA            8        Typ          1          Gd
## 1280            1          TA            6        Typ          0        <NA>
## 1281            1          Gd            6        Typ          0        <NA>
## 1282            1          TA            6        Typ          1          TA
## 1283            1          Gd            5        Typ          0        <NA>
## 1285            1          Gd           10       Min2          1          Gd
## 1286            1          TA            6        Typ          1          Gd
## 1287            1          TA            6        Typ          2          Gd
## 1288            1          TA            7        Typ          0        <NA>
## 1295            1          TA            5        Typ          0        <NA>
## 1296            1          TA            5        Typ          0        <NA>
## 1297            1          TA            6        Typ          0        <NA>
## 1300            1          Gd            6        Typ          0        <NA>
## 1304            1          Gd            7        Typ          0        <NA>
## 1306            1          Ex            6        Typ          2          Ex
## 1308            1          TA            5        Typ          0        <NA>
## 1309            1          Gd            6        Typ          0        <NA>
## 1310            1          Gd            6        Typ          0        <NA>
## 1311            1          Ex            7        Typ          2          TA
## 1312            1          Gd            6        Typ          0        <NA>
## 1315            1          TA            5        Typ          1          TA
## 1317            1          Ex            8        Typ          1          Gd
## 1319            1          Gd            7        Typ          1          TA
## 1320            1          TA            5        Typ          0        <NA>
## 1321            1          TA            6        Typ          2          Gd
## 1322            1          TA            4        Typ          0        <NA>
## 1325            1          Gd            7        Typ          1          Gd
## 1328            1          Gd            5        Typ          1          Ex
## 1329            1          TA            8        Mod          2          TA
## 1331            1          Gd            7        Typ          1          Gd
## 1333            1          TA            3        Typ          1          Gd
## 1334            1          Gd            6        Typ          0        <NA>
## 1336            1          TA            6        Typ          1          TA
## 1340            1          TA            5        Typ          0        <NA>
## 1341            1          TA            5        Typ          0        <NA>
## 1342            1          Gd            6        Typ          0        <NA>
## 1344            1          TA            9        Typ          1          TA
## 1347            1          TA            9        Typ          1          Gd
## 1348            1          Gd            7        Typ          1          Gd
## 1349            1          Gd            5        Typ          1          Fa
## 1353            1          TA            4        Typ          0        <NA>
## 1354            1          Gd            9        Typ          1          Ex
## 1357            1          TA            5        Typ          0        <NA>
## 1358            1          TA            6        Typ          1          Fa
## 1360            1          Ex            8        Typ          1          Gd
## 1362            1          Gd            7        Typ          1          Gd
## 1363            1          TA            7        Typ          1          Gd
## 1370            1          Gd            8        Typ          1          TA
## 1371            1          TA            6        Typ          0        <NA>
## 1374            1          Ex            8        Typ          2          Gd
## 1376            1          Gd            7        Typ          1          Gd
## 1378            1          TA            6       Min2          0        <NA>
## 1382            1          TA            7        Typ          2          Gd
## 1385            1          TA            6        Typ          0        <NA>
## 1386            1          Gd            7        Typ          0        <NA>
## 1388            1          Gd           10        Typ          1          Gd
## 1389            1          Ex            7        Typ          2          Gd
## 1390            1          TA            6        Typ          1          Gd
## 1391            1          Gd            6        Typ          0        <NA>
## 1397            1          TA            7       Min1          2          TA
## 1399            1          TA            7       Min1          0        <NA>
## 1400            1          Gd            7        Typ          1          Gd
## 1401            1          TA            5        Typ          1          Gd
## 1403            1          Gd            6        Typ          1          Gd
## 1404            1          Gd            6        Typ          0        <NA>
## 1405            1          TA            6        Typ          0        <NA>
## 1408            1          TA            5        Typ          0        <NA>
## 1412            1          TA            6       Min2          0        <NA>
## 1414            1          Gd            7        Typ          1          Gd
## 1415            1          Gd            8        Typ          1          Gd
## 1419            1          TA            6        Typ          0        <NA>
## 1420            1          Gd            7        Typ          1          TA
## 1425            1          TA            6       Min1          1          TA
## 1426            1          Gd            7        Typ          0        <NA>
## 1428            1          TA            6        Typ          1          TA
## 1430            1          Gd            7        Typ          1          TA
## 1435            1          TA            5        Typ          1          Gd
## 1436            1          Gd            7        Typ          1          Gd
## 1437            1          TA            5        Typ          0        <NA>
## 1438            1          Ex            7        Typ          1          Gd
## 1439            1          TA            6        Typ          0        <NA>
## 1445            1          Gd            7        Typ          0        <NA>
## 1447            1          TA            6        Typ          0        <NA>
## 1449            1          TA            6       Min2          0        <NA>
## 1452            1          Ex            7        Typ          1          Gd
## 1454            1          TA            6        Typ          0        <NA>
## 1455            1          Gd            6        Typ          0        <NA>
## 1457            1          TA            7       Min1          2          TA
## 1459            1          Gd            5        Typ          0        <NA>
## 1460            1          TA            6        Typ          0        <NA>
##      GarageType GarageYrBlt GarageFinish GarageCars GarageArea GarageQual
## 2        Attchd        1976          RFn          2        460         TA
## 6        Attchd        1993          Unf          2        480         TA
## 7        Attchd        2004          RFn          2        636         TA
## 9        Detchd        1931          Unf          2        468         Fa
## 11       Detchd        1965          Unf          1        384         TA
## 13       Detchd        1962          Unf          1        352         TA
## 14       Attchd        2006          RFn          3        840         TA
## 15       Attchd        1960          RFn          1        352         TA
## 17       Attchd        1970          Fin          2        480         TA
## 19       Detchd        2004          Unf          2        576         TA
## 20       Attchd        1958          Unf          1        294         TA
## 23       Attchd        2002          RFn          2        534         TA
## 25       Attchd        1968          Unf          1        270         TA
## 26       Attchd        2007          RFn          3        890         TA
## 27       Detchd        2005          Unf          2        576         TA
## 28       Attchd        2008          RFn          3        772         TA
## 29       Attchd        1957          RFn          1        319         TA
## 32       Attchd        1966          Unf          1        271         TA
## 33       Attchd        2007          RFn          2        484         TA
## 34       Attchd        1959          RFn          2        447         TA
## 37       Attchd        1995          Unf          2        672         TA
## 38       Attchd        1954          Fin          2        498         TA
## 39       Detchd        1953          Unf          1        246         TA
## 41       Attchd        1965          RFn          2        440         TA
## 42       Attchd        1959          RFn          1        308         TA
## 44       Detchd        1977          Unf          1        308         TA
## 45       Attchd        1959          RFn          1        300         TA
## 47       Attchd        2003          RFn          2        670         TA
## 48       Attchd        2006          RFn          3        826         TA
## 50       Attchd        1966          Unf          1        386         TA
## 52       Detchd        1985          Unf          2        528         TA
## 54       Attchd        1981          Fin          3        894         TA
## 56       Attchd        1964          RFn          2        576         TA
## 60       Detchd        1973          Unf          1        352         TA
## 61       Detchd        2006          Unf          2        576         TA
## 67       Attchd        1970          RFn          2        576         TA
## 68       Attchd        2003          RFn          2        558         TA
## 70       Attchd        1953          Fin          2        667         TA
## 71       Attchd        1973          Fin          2        516         TA
## 72       Detchd        1987          Unf          2        360         TA
## 74       Attchd        1989          Unf          2        490         TA
## 75       Detchd        1915          Unf          1        379         TA
## 77       Detchd        1956          Unf          1        283         TA
## 78       Detchd        1948          Unf          1        240         TA
## 80       Detchd        1966          Unf          2        440         TA
## 83       Attchd        2007          RFn          3        758         TA
## 84       Detchd        1974          Unf          2        461         TA
## 89         <NA>          NA         <NA>          0          0       <NA>
## 90         <NA>          NA         <NA>          0          0       <NA>
## 91       Detchd        1950          Unf          2        420         TA
## 92       Attchd        1961          Unf          2        480         TA
## 97       Attchd        1999          RFn          2        472         TA
## 98       Attchd        1965          Fin          1        432         TA
## 100        <NA>          NA         <NA>          0          0       <NA>
## 101      Attchd        1977          RFn          2        480         TA
## 104      Attchd        2009          RFn          3        740         TA
## 105      Detchd        1951          Unf          1        240         TA
## 108      Detchd        1948          Unf          1        250         TA
## 109        <NA>          NA         <NA>          0          0       <NA>
## 110      Attchd        1977          RFn          2        546         TA
## 111      Attchd        1954          Unf          1        325         TA
## 114     Basment        1953          Unf          2        450         TA
## 117      Attchd        1962          Unf          1        288         TA
## 118      Attchd        2007          Unf          2        430         TA
## 122      Detchd        1979          Unf          1        264         TA
## 123      Attchd        1958          Unf          1        288         TA
## 125      Attchd        1979          Unf          2        435         TA
## 130      2Types        1998          RFn          2        750         TA
## 133      Detchd        1974          Unf          2        624         TA
## 134      Attchd        2001          Fin          2        471         TA
## 135      Attchd        1968          RFn          2        440         TA
## 136      Attchd        1970          Unf          2        530         TA
## 137      Attchd        1967          RFn          1        318         TA
## 141        <NA>          NA         <NA>          0          0       <NA>
## 142      Attchd        2005          Fin          2        660         TA
## 143      Detchd        2000          Unf          2        720         TA
## 144      Attchd        1999          RFn          2        577         TA
## 149        <NA>          NA         <NA>          0          0       <NA>
## 150      Detchd        1936          Unf          1        240         Fa
## 151      Attchd        1975          Unf          2        440         TA
## 152      Attchd        2007          RFn          3        866         TA
## 154      Attchd        1960          RFn          2        564         TA
## 156        <NA>          NA         <NA>          0          0       <NA>
## 157      Detchd        1950          Unf          2        625         TA
## 161      Attchd        1984          Unf          2        516         TA
## 163      Attchd        2005          RFn          2        532         TA
## 167      Attchd        1955          Fin          1        303         TA
## 170      Attchd        1981          RFn          2        511         TA
## 171      Detchd        1991          Unf          2        660         TA
## 172      Attchd        1960          Fin          2        528         TA
## 174      Attchd        1961          Unf          2        504         TA
## 175      Attchd        1986          Fin          2        616         TA
## 176      Attchd        1950          Unf          2        576         TA
## 178      Attchd        1958          Unf          2        451         TA
## 179      Attchd        2009          Fin          3       1166         TA
## 183      Attchd        1957          RFn          1        252         TA
## 184      Detchd        2003          Unf          2        484         TA
## 185      Attchd        1986          Unf          2        576         TA
## 188      Detchd        1916          Unf          1        180         Fa
## 193      Attchd        1999          Fin          2        666         TA
## 195      Detchd        1989          Unf          1        352         TA
## 197      Attchd        2007          Fin          3        786         TA
## 200      Attchd        2004          Fin          3        856         TA
## 201      Attchd        2003          RFn          2        440         TA
## 202      Detchd        1980          Unf          2        473         TA
## 203      Attchd        1924          Unf          1        398         TA
## 205      Detchd        1948          Unf          1        240         TA
## 206      Attchd        1990          RFn          2        500         TA
## 207      Attchd        1962          RFn          1        349         TA
## 208      Attchd        1960          RFn          1        312         TA
## 210      Attchd        1964          RFn          2        504         TA
## 212      Attchd        2009          RFn          2        460         TA
## 214      Attchd        1996          Unf          2        576         TA
## 216      Attchd        1957          Unf          1        447         TA
## 217      Attchd        2004          Unf          2        484         TA
## 219      Attchd        1939          Unf          2        431         TA
## 221      Attchd        2006          RFn          2        675         TA
## 224      Detchd        1989          Unf          2        576         TA
## 225      Attchd        2003          Fin          3        968         TA
## 229      Detchd        1974          Unf          1        336         TA
## 231      Attchd        1959          RFn          1        312         TA
## 234      Attchd        1976          Unf          1        308         TA
## 237      Attchd        2004          RFn          2        494         TA
## 239      Attchd        2007          Fin          3        818         TA
## 240      Detchd        1949          Unf          1        220         TA
## 241      Attchd        2008          RFn          2        750         TA
## 243      Attchd        1940          Unf          1        352         Fa
## 246      Attchd        1988          Fin          2        604         TA
## 248      Attchd        1954          Unf          2        451         TA
## 250      Attchd        1958          Fin          2        389         TA
## 255      Attchd        1957          RFn          1        294         TA
## 258      Attchd        2006          RFn          2        660         TA
## 260      Detchd        1956          Unf          1        308         TA
## 264      Detchd        1974          Unf          2        484         TA
## 266      Attchd        1981          Fin          2        576         TA
## 270      Attchd        1987          RFn          1        504         TA
## 272      Attchd        1954          Unf          2        439         TA
## 274      Attchd        1958          RFn          1        338         TA
## 275      Attchd        1982          Unf          1        264         TA
## 276      Detchd        1978          Unf          2        672         TA
## 277      Attchd        2003          Fin          2        573         TA
## 278      Detchd        1951          Unf          2        400         TA
## 279      Attchd        2007          Fin          3        732         TA
## 282      Attchd        2006          Fin          2        572         TA
## 284      Attchd        2008          Fin          3        898         TA
## 287      Attchd        1962          RFn          2        440         TA
## 288        <NA>          NA         <NA>          0          0       <NA>
## 289      Detchd        1970          Unf          1        280         TA
## 293      Attchd        1949          Unf          1        281         TA
## 295      Attchd        1953          Fin          2        418         TA
## 297      Attchd        1950          Unf          1        282         TA
## 300      Attchd        1950          Unf          1        300         TA
## 303      Attchd        2001          RFn          3        843         TA
## 304      Attchd        1975          Unf          2        552         TA
## 306      Attchd        2004          Fin          3        888         TA
## 308        <NA>          NA         <NA>          0          0       <NA>
## 310      Attchd        2003          Fin          3        708         TA
## 312      Detchd        1948          Unf          1        240         TA
## 314      Attchd        1965          RFn          2        513         TA
## 324      Attchd        1955          Unf          1        220         Fa
## 328      Attchd        1960          RFn          1        292         TA
## 332      Attchd        1958          RFn          1        308         TA
## 333      Attchd        2003          RFn          3        880         TA
## 337      Attchd        2005          Fin          3        676         TA
## 338      Attchd        2002          RFn          2        532         TA
## 339      Attchd        1984          RFn          2        440         TA
## 340      Attchd        1958          Unf          1        297         TA
## 342     CarPort        1950          Unf          1        294         TA
## 346      Detchd        1939          Unf          1        312         TA
## 347      Attchd        1960          RFn          1        301         TA
## 348      Attchd        1960          Unf          2        498         TA
## 353      Detchd        1941          Unf          1        200         TA
## 355      Attchd        1940          Unf          1        240         TA
## 356      Attchd        1995          RFn          2        521         TA
## 357      Attchd        1992          RFn          2        400         TA
## 362      Detchd        1940          Unf          1        240         TA
## 367      Attchd        1963          RFn          2        514         TA
## 369      Attchd        1954          Fin          1        244         TA
## 370      Detchd        1997          Fin          2        576         TA
## 372      Detchd        1991          Fin          2        680         TA
## 374      Attchd        1953          Unf          1        270         TA
## 379      Attchd        2010          Fin          3        834         TA
## 381      Detchd        1924          Unf          1        308         TA
## 382      Attchd        2006          RFn          2        572         TA
## 387        <NA>          NA         <NA>          0          0       <NA>
## 389      Attchd        1999          RFn          2        577         TA
## 391      Detchd        1978          Unf          1        384         TA
## 393      Attchd        1959          RFn          1        294         TA
## 395      Detchd        1940          Unf          1        240         TA
## 396      Attchd        1956          Unf          1        596         TA
## 397      Detchd        1985          RFn          2        600         TA
## 402      Attchd        2005          Fin          2        400         TA
## 406      Attchd        1993          Unf          2        490         TA
## 407      Detchd        1936          Unf          1        240         TA
## 411      Attchd        1958          Unf          1        350         TA
## 413      Attchd        2009          Fin          2        484         TA
## 416      Attchd        2007          Fin          2        396         TA
## 419      Detchd        1940          Unf          1        240         TA
## 420      Attchd        1968          Unf          1        304         TA
## 422      Attchd        1977          Fin          2        529         TA
## 423      Attchd        1954          RFn          2        520         TA
## 425      Attchd        1956          RFn          1        297         TA
## 428      Detchd        1964          Unf          1        352         TA
## 429      Attchd        2007          RFn          2        628         TA
## 430      Attchd        1988          Unf          2        576         TA
## 432        <NA>          NA         <NA>          0          0       <NA>
## 437      Detchd        1990          Unf          2        440         TA
## 440      Detchd        2005          Unf          2        528         TA
## 441      Attchd        2008          Fin          3        672         TA
## 443      Detchd        1930          Unf          2        360         TA
## 446      Attchd        1956          Unf          2        480         TA
## 447      Attchd        1966          Fin          2        578         TA
## 449      Detchd        1937          Unf          1        198         TA
## 450      Detchd        1981          Unf          1        308         TA
## 452      Attchd        1975          Unf          2        576         TA
## 456      Attchd        1973          Unf          2        528         TA
## 458      Attchd        1954          Fin          2        529         TA
## 460      Detchd        1950          Unf          1        352         TA
## 463      Detchd        1965          Unf          1        360         TA
## 465        <NA>          NA         <NA>          0          0       <NA>
## 467      Attchd        1970          Unf          2        526         TA
## 469      Attchd        2006          RFn          3        866         TA
## 474      Attchd        2006          RFn          3        908         TA
## 476      Detchd        1996          Unf          2        624         TA
## 477      Attchd        1997          Fin          2        508         TA
## 479      Attchd        2007          RFn          3        826         TA
## 481      Attchd        2004          Fin          3        772         TA
## 482      Attchd        2003          Fin          3        874         TA
## 485      Detchd        1963          Unf          1        264         TA
## 486      Attchd        1950          Unf          1        264         TA
## 487      Attchd        1965          RFn          2        515         TA
## 488      Attchd        1971          Unf          2        487         TA
## 492      Attchd        1941          Unf          1        240         TA
## 494      Detchd        1964          Unf          1        308         TA
## 497      Attchd        1992          RFn          2        546         TA
## 498      Detchd        1925          Unf          1        240         TA
## 499      Attchd        1967          Fin          1        288         TA
## 500      Attchd        1958          Fin          1        297         TA
## 503      Detchd        1965          Unf          2        461         Fa
## 504      Attchd        1959          Fin          2        484         TA
## 508      Attchd        2009          Fin          2        676         TA
## 510      Attchd        1959          RFn          1        270         TA
## 511     CarPort        1951          Unf          1        288         TA
## 513      Detchd        1964          Unf          2        624         TA
## 514      Attchd        1983          Unf          2        484         TA
## 516      Attchd        2009          Fin          3        900         TA
## 522      Attchd        1957          Unf          1        336         TA
## 523      Detchd        1950          Unf          2        420         TA
## 526      Attchd        2005          Unf          2        453         TA
## 527      Attchd        1956          Unf          1        252         TA
## 530      Attchd        1975          RFn          2        484         TA
## 533      Detchd        1967          Unf          1        392         TA
## 534        <NA>          NA         <NA>          0          0       <NA>
## 538      Detchd        1980          Unf          2        576         TA
## 539      Attchd        1968          Unf          1        336         TA
## 540      Attchd        2001          RFn          2        670         TA
## 541      Attchd        2006          Fin          3        765         TA
## 543      Attchd        1998          Fin          2        583         TA
## 546      Attchd        1988          Unf          3        786         TA
## 547      Detchd        1950          Unf          2        440         TA
## 549      Detchd        1963          RFn          2        720         TA
## 552      Attchd        1957          Fin          1        288         TA
## 553      Attchd        2006          RFn          3        908         TA
## 554      Detchd        2002          Fin          2        520         TA
## 557      Attchd        1957          Fin          1        299         TA
## 558     CarPort        1994          Unf          1        570         TA
## 561      Detchd        1957          Unf          2        528         TA
## 562      Attchd        1975          RFn          2        418         TA
## 564      Detchd        1955          Fin          2        396         TA
## 568      Attchd        2004          RFn          2        532         TA
## 569     BuiltIn        1983          Fin          2        612         Gd
## 572      Attchd        1959          Unf          1        288         TA
## 576      Detchd        1947          Unf          1        336         TA
## 577      Detchd        1928          Unf          1        216         TA
## 580      Attchd        1954          Unf          1        352         Fa
## 581      Attchd        1960          Unf          2        572         TA
## 582      Attchd        2009          RFn          3       1390         TA
## 585      Detchd        1935          Unf          1        240         TA
## 586      Attchd        2005          RFn          3        880         TA
## 589      Attchd        1968          Unf          1        452         TA
## 593      Detchd        1985          Fin          2        816         TA
## 595      Detchd        1981          Unf          1        280         TA
## 596      Attchd        2005          Fin          3        758         TA
## 599      Attchd        1977          Fin          2        621         TA
## 602      Detchd        1979          Unf          1        544         TA
## 605      Attchd        2002          RFn          2        530         TA
## 607      Detchd        2000          Unf          2        576         TA
## 608      Attchd        1948          Unf          1        230         TA
## 610      Attchd        1961          Unf          1        261         TA
## 614        <NA>          NA         <NA>          0          0       <NA>
## 619      Attchd        2007          Unf          3        774         TA
## 623      Detchd        1986          Unf          2        484         TA
## 626      Attchd        1962          Unf          2        440         TA
## 627      Attchd        1960          RFn          1        286         TA
## 633      Attchd        1977          Fin          2        544         TA
## 634      Attchd        1954          Unf          1        260         TA
## 645      Attchd        2009          Fin          3        478         TA
## 646      Detchd        1979          Unf          2        576         TA
## 647      Detchd        1950          Unf          2        420         TA
## 648      Attchd        1953          RFn          2        495         TA
## 654      Detchd        1906          Unf          1        216         TA
## 655      Attchd        1995          Fin          3        839         TA
## 657      Attchd        1959          RFn          1        312         TA
## 659      Attchd        1948          Unf          1        330         TA
## 660      Detchd        1968          Fin          2        480         TA
## 663      Attchd        1968          RFn          2        576         TA
## 665      Attchd        2005          Fin          3       1134         TA
## 668      Attchd        1994          RFn          2        575         TA
## 669      Detchd        1999          Unf          2        576         TA
## 673      Attchd        1977          RFn          2        546         TA
## 674      Attchd        1957          Fin          2        416         TA
## 675      Attchd        1965          RFn          1        384         TA
## 679      Attchd        2008          Fin          3        834         TA
## 680      Detchd        1963          Unf          2        572         TA
## 682      Detchd        1968          Unf          1        281         TA
## 684      Attchd        2002          Fin          3        702         TA
## 689      Attchd        2007          RFn          2        567         TA
## 695      Detchd        1995          Unf          2        576         TA
## 696      Attchd        1987          Unf          2        551         TA
## 698      Detchd        1952          Unf          1        308         TA
## 699      Detchd        1973          Unf          1        336         TA
## 701      Attchd        2002          Fin          3        765         TA
## 702      Attchd        1969          Unf          2        528         TA
## 705      Attchd        2004          RFn          2        606         TA
## 707      Attchd        1971          Unf          2        739         TA
## 710      Attchd        1966          Unf          1        408         TA
## 712      Detchd        1964          RFn          1        384         TA
## 716      Attchd        1974          RFn          2        478         TA
## 718      Attchd        1973          Unf          2        439         TA
## 720      Attchd        1969          Unf          1        300         TA
## 723      Detchd        1994          Unf          2        463         TA
## 724      Detchd        1958          Unf          1        548         TA
## 725      Attchd        2007          Fin          3        768         TA
## 726      Detchd        1989          Unf          2        660         TA
## 727      Attchd        1988          Fin          2        540         TA
## 728      Attchd        2007          RFn          2        632         TA
## 734      Attchd        1961          RFn          1        264         TA
## 735      Attchd        1968          Unf          1        300         TA
## 742      Detchd        1962          Unf          1        288         TA
## 743      Attchd        2000          Unf          2        539         TA
## 749      Attchd        1996          Fin          2        527         TA
## 750      Detchd        1945          Unf          1        240         TA
## 751        <NA>          NA         <NA>          0          0       <NA>
## 753      Attchd        1997          RFn          2        576         TA
## 755      Detchd        1969          RFn          2        440         TA
## 761      Detchd        2008          Unf          1        300         Ex
## 766      Attchd        2008          Fin          2        592         TA
## 768      Attchd        1989          Unf          1        423         TA
## 769      Attchd        2004          Fin          2        484         TA
## 772      Detchd        1951          Unf          2        396         TA
## 774      Attchd        1958          RFn          1        275         TA
## 775      Attchd        2006          Fin          3        895         TA
## 777      Attchd        2005          RFn          3        865         TA
## 778      Attchd        1974          Unf          2        440         TA
## 781      Attchd        1995          Fin          2        402         TA
## 783      Attchd        2001          RFn          2        605         TA
## 786      Attchd        1967          Unf          2        457         TA
## 787      Detchd        1961          Unf          1        416         TA
## 789      Detchd        1954          Unf          1        281         Fa
## 794      Attchd        2007          Fin          2        474         TA
## 797      Attchd        1977          RFn          2        528         TA
## 798      Attchd        1953          Unf          1        240         TA
## 800      Detchd        1939          Unf          1        240         TA
## 805      Attchd        1954          Unf          1        286         TA
## 806      Attchd        2008          RFn          2        554         TA
## 811      Attchd        1974          RFn          2        484         TA
## 813     Basment        1952          Unf          2        504         TA
## 814      Attchd        1958          RFn          1        301         TA
## 815      Detchd        1955          Unf          1        280         TA
## 816      Attchd        1998          RFn          2        598         TA
## 817      Attchd        1954          RFn          1        275         TA
## 818      Attchd        2002          RFn          3        857         TA
## 822      Detchd        1974          Unf          2        576         TA
## 824      Detchd        1940          Unf          1        240         TA
## 825      Attchd        2006          RFn          2        776         TA
## 826      Attchd        2007          Fin          3       1220         TA
## 828      Attchd        2001          RFn          2        527         TA
## 831      Attchd        1957          RFn          2        458         TA
## 834      Attchd        1964          RFn          2        472         TA
## 835      Attchd        1961          Unf          2        456         TA
## 836      Attchd        1996          Unf          2        436         TA
## 839      Attchd        1999          Unf          1        352         TA
## 840      Detchd        1946          Unf          1        240         TA
## 845      Detchd        1949          Unf          3        720         TA
## 848      Attchd        1972          Unf          1        338         TA
## 849      Detchd        1908          Unf          2        360         Fa
## 855      Attchd        1955          Unf          2        454         TA
## 856      Detchd        1962          Unf          1        260         TA
## 859      Attchd        1976          RFn          2        479         TA
## 861      Detchd        1925          Unf          1        216         TA
## 863      Attchd        1986          Unf          2        480         TA
## 864      Attchd        1959          Unf          1        672         TA
## 865      Attchd        2008          Fin          2        529         TA
## 866      Detchd        1973          Unf          2        902         TA
## 867      Attchd        2007          RFn          3        870         TA
## 868      Attchd        1961          RFn          2        544         TA
## 871      Detchd        1962          Unf          1        308         TA
## 873      Attchd        1953          Unf          2        414         TA
## 875      Detchd        1941          Unf          1        200         TA
## 877      Attchd        1963          Unf          2        648         TA
## 880      Attchd        1978          Unf          1        336         TA
## 881      Attchd        2005          Fin          2        450         TA
## 882      Attchd        1990          RFn          2        400         TA
## 885      Attchd        1967          RFn          1        288         TA
## 888      Attchd        1955          Unf          1        300         TA
## 889      Attchd        1970          Unf          2        621         TA
## 890      Attchd        1953          RFn          2        505         TA
## 891      Detchd        2003          Unf          2        576         TA
## 893      Attchd        1963          RFn          1        264         TA
## 894      Attchd        1954          Unf          1        354         TA
## 899      Attchd        2009          Fin          3        820         TA
## 900      Attchd        1961          Unf          1        288         TA
## 901      Detchd        1979          Unf          1        684         TA
## 902      Detchd        1968          Unf          1        756         TA
## 904      Attchd        2006          RFn          3        690         TA
## 905      Attchd        1967          Unf          1        288         TA
## 906      Attchd        1954          RFn          1        280         TA
## 907      Attchd        2006          RFn          3        865         TA
## 908      Attchd        1936          Fin          1        180         Fa
## 909      Attchd        1983          Unf          2        484         TA
## 912      Detchd        1978          Unf          1        252         TA
## 917      Detchd        1958          Unf          1        308         TA
## 918      Attchd        1956          RFn          1        284         TA
## 920      Attchd        1990          Unf          2        601         TA
## 923      Attchd        2005          Fin          2        397         TA
## 925      Attchd        1980          Unf          2        612         TA
## 926      Attchd        1977          RFn          2        540         TA
## 929      Attchd        2001          RFn          2        522         TA
## 931      Attchd        2007          Fin          3        610         TA
## 932      Detchd        1965          Unf          1        429         TA
## 933      Attchd        2006          Fin          3        788         TA
## 934      Attchd        2004          RFn          2        570         TA
## 935      Attchd        1960          RFn          2        505         TA
## 937      Attchd        2003          RFn          2        555         TA
## 945     Basment        1958          RFn          2        525         TA
## 946      Detchd        1963          Unf          2        456         TA
## 948      Attchd        2002          Fin          3        808         TA
## 950      Attchd        1972          RFn          2        676         TA
## 951      Detchd        1980          RFn          2        720         TA
## 952      Detchd        1979          Unf          1        300         TA
## 958      Detchd        1977          Fin          2        576         TA
## 959      Attchd        2003          RFn          2        531         TA
## 961        <NA>          NA         <NA>          0          0       <NA>
## 964      Attchd        2007          Fin          2        702         TA
## 967      Detchd        1940          Unf          1        256         TA
## 968      Attchd        1955          Unf          1        260         TA
## 969        <NA>          NA         <NA>          0          0       <NA>
## 971        <NA>          NA         <NA>          0          0       <NA>
## 974      Attchd        2007          Fin          2        480         TA
## 979      Detchd        1999          Unf          2        400         TA
## 980      Detchd        1963          Unf          2        480         TA
## 983      Attchd        2007          Fin          2        388         TA
## 987      Attchd        1950          Unf          1        255         Fa
## 988      Attchd        2010          Fin          3        606         TA
## 995      Attchd        2008          Fin          3        786         TA
## 996      Detchd        1946          Unf          1        305         TA
## 997      Attchd        1961          Unf          1        368         TA
## 998      Attchd        1970          RFn          2        615         TA
## 1000     Attchd        2006          RFn          2        632         TA
## 1001     Detchd        1956          Unf          2        528         TA
## 1003     Attchd        2006          RFn          3        824         TA
## 1007     Attchd        1970          Unf          2        484         TA
## 1009     Attchd        2004          Fin          2        550         TA
## 1010       <NA>          NA         <NA>          0          0       <NA>
## 1011     Attchd        1948          Unf          1        312         TA
## 1015     Detchd        1948          Unf          1        240         TA
## 1017     Attchd        1996          Fin          2        478         TA
## 1021     Attchd        2005          Fin          2        451         TA
## 1022     Attchd        2006          RFn          2        632         TA
## 1023     Detchd        1957          Unf          1        160         Fa
## 1025     Attchd        1976          Fin          2        665         TA
## 1026     Detchd        1980          Unf          2        461         TA
## 1027     Attchd        1960          Unf          2        461         TA
## 1028     Attchd        2008          RFn          3        800         TA
## 1029     Attchd        1941          Unf          1        240         TA
## 1034     Attchd        2002          Unf          3        900         TA
## 1036     Detchd        1957          Unf          1        290         TA
## 1037     Attchd        2008          Fin          3        912         TA
## 1041     Attchd        1957          RFn          2        484         TA
## 1045     Attchd        1981          Fin          2        542         TA
## 1046     Attchd        1955          Unf          2        452         TA
## 1048     Detchd        1996          Unf          2        672         TA
## 1049     Attchd        1960          Unf          2        336         TA
## 1050     Detchd        1946          Unf          1        308         TA
## 1051     Attchd        2007          Fin          2        436         TA
## 1052     Attchd        2007          Fin          2        440         TA
## 1054    Basment        1957          Unf          1        364         TA
## 1056     Attchd        1976          Fin          2        478         TA
## 1060     Detchd        1977          Unf          2        432         TA
## 1065     Attchd        1966          RFn          2        480         TA
## 1071     Attchd        1956          Unf          1        286         TA
## 1073     Detchd        1954          Unf          1        280         TA
## 1075     Attchd        2006          RFn          3        826         TA
## 1077     Attchd        1950          Unf          2        566         TA
## 1078     Attchd        1969          Fin          1        299         TA
## 1080     Attchd        1996          Unf          1        299         TA
## 1081     Attchd        1971          RFn          2        528         TA
## 1082     Attchd        1963          Fin          1        308         TA
## 1083     Attchd        2002          RFn          2        527         TA
## 1084     Attchd        1964          RFn          1        461         TA
## 1093     Detchd        1925          Unf          2        576         TA
## 1094     Detchd        1977          Unf          2        884         TA
## 1095     Attchd        1956          Fin          1        308         TA
## 1096     Attchd        2006          RFn          2        440         TA
## 1099     Detchd        1936          Unf          1        240         TA
## 1100     Attchd        1978          RFn          2        478         TA
## 1102     Detchd        1981          Unf          1        280         TA
## 1103     Attchd        1960          RFn          1        254         TA
## 1104    BuiltIn        1954          Fin          2        539         TA
## 1107     Attchd        1990          Fin          2        719         TA
## 1110     Attchd        2004          Fin          3        862         TA
## 1113     Detchd        1957          Unf          1        308         TA
## 1114     Attchd        1953          Unf          1        240         TA
## 1115     Detchd        1955          Unf          1        326         TA
## 1116     Attchd        2007          RFn          3        928         TA
## 1118     Attchd        1967          RFn          2        450         TA
## 1120     Attchd        1959          RFn          1        286         TA
## 1122     Attchd        2005          RFn          3        782         TA
## 1123    Basment        1956          Unf          1        288         TA
## 1124       <NA>          NA         <NA>          0          0       <NA>
## 1126     Detchd        1977          Unf          2        672         Fa
## 1128     Attchd        2004          Fin          3        630         TA
## 1131     Detchd        1981          Unf          2        576         TA
## 1132       <NA>          NA         <NA>          0          0       <NA>
## 1137     Attchd        1950          Unf          1        288         TA
## 1138       <NA>          NA         <NA>          0          0       <NA>
## 1139     Attchd        1977          RFn          2        714         TA
## 1141     Detchd        1988          Unf          2        840         TA
## 1144       <NA>          NA         <NA>          0          0       <NA>
## 1146     Detchd        1928          Unf          1        225         TA
## 1147     Attchd        1985          Unf          2        403         TA
## 1149     Detchd        1982          Unf          1        288         TA
## 1151     Attchd        1950          Unf          1        306         TA
## 1152     Attchd        1959          Fin          2        528         TA
## 1153     Attchd        1956          Fin          2        470         TA
## 1156     Attchd        1976          RFn          2        528         TA
## 1159     Attchd        2008          RFn          3        830         TA
## 1162     Detchd        1993          Unf          2        924         TA
## 1163     Attchd        1968          Fin          2        450         TA
## 1166     Attchd        2009          RFn          2        644         TA
## 1167     Attchd        2008          RFn          3        776         TA
## 1172     Attchd        1958          RFn          2        433         TA
## 1174       <NA>          NA         <NA>          0          0       <NA>
## 1176     Attchd        1992          Fin          2        541         TA
## 1177     Attchd        1984          Unf          1        264         TA
## 1178     Detchd        1926          Unf          1        210         TA
## 1179     Detchd        1921          Unf          1        186         Fa
## 1180       <NA>          NA         <NA>          0          0       <NA>
## 1185     2Types        1963          RFn          3        995         TA
## 1186     Attchd        1965          Unf          1        392         TA
## 1188     Attchd        1994          RFn          3        757         TA
## 1193     Detchd        1925          Unf          1        250         TA
## 1199     Attchd        2001          RFn          2        573         TA
## 1200     Attchd        1974          Unf          2        459         TA
## 1201     Attchd        1972          Unf          1        280         TA
## 1203     Detchd        1960          Unf          1        216         TA
## 1204     Attchd        2000          Unf          2        451         TA
## 1205     Attchd        1975          RFn          2        495         TA
## 1206     Attchd        1990          RFn          3        701         TA
## 1207     Detchd        1966          Unf          1        384         TA
## 1208     Attchd        2003          RFn          2        544         TA
## 1209     Detchd        1980          Unf          2        506         TA
## 1210     Attchd        2006          RFn          2        500         TA
## 1212    Basment        1988          RFn          2        492         TA
## 1216     Detchd        1966          RFn          1        384         TA
## 1218     Attchd        2009          RFn          2        552         TA
## 1219       <NA>          NA         <NA>          0          0       <NA>
## 1221     Attchd        1964          Unf          1        288         TA
## 1222     Attchd        1968          Unf          1        322         TA
## 1223     Attchd        1949          Unf          1        315         TA
## 1224     Detchd        1951          Unf          2        528         TA
## 1228     Detchd        1992          Unf          2        576         TA
## 1234     Attchd        1959          RFn          2        531         TA
## 1239     Detchd        2005          Unf          2        484         TA
## 1240     Attchd        2006          RFn          2        472         TA
## 1242     Attchd        2007          RFn          3        954         TA
## 1244     Attchd        2006          Fin          3        850         TA
## 1250     Attchd        1950          Unf          1        276         TA
## 1251     Attchd        1968          Fin          2        522         TA
## 1253     Attchd        1968          RFn          1        288         TA
## 1256     Detchd        1978          Unf          1        560         TA
## 1257     Attchd        1994          Fin          2        691         TA
## 1260     Attchd        1969          Unf          2        460         TA
## 1262     Attchd        1956          Unf          1        338         TA
## 1263     Attchd        1957          Unf          1        304         TA
## 1268     Attchd        2009          Fin          3        746         TA
## 1269    BuiltIn        1982          Unf          3       1014         TA
## 1270     Attchd        1958          Unf          1        315         TA
## 1272     Attchd        1968          RFn          2        462         TA
## 1273     Attchd        1965          Unf          1        288         TA
## 1275     Detchd        1985          Unf          2        552         TA
## 1280     Detchd        1980          RFn          2        528         TA
## 1281     Attchd        2002          RFn          2        544         TA
## 1282     Attchd        1990          Fin          2        484         Gd
## 1283     Detchd        1977          Unf          2        484         TA
## 1285     Detchd        1969          Unf          1        336         TA
## 1286     Detchd        1939          Unf          1        280         TA
## 1287     Attchd        1963          Unf          2        528         TA
## 1288     Attchd        1964          Unf          2        390         TA
## 1295     Detchd        1957          Unf          2        572         TA
## 1296     Attchd        1968          RFn          1        288         TA
## 1297     Attchd        1963          RFn          2        525         TA
## 1300     Attchd        1959          RFn          1        305         TA
## 1304     Attchd        2005          RFn          3        834         TA
## 1306     Attchd        2006          Fin          2        840         TA
## 1308     Detchd        2000          Unf          2        480         TA
## 1309     Attchd        1948          Unf          2        528         TA
## 1310     Attchd        1991          RFn          2        496         TA
## 1311     Attchd        1959          Fin          2        567         TA
## 1312     Attchd        2005          RFn          2        508         TA
## 1315     Detchd        1956          Unf          1        280         TA
## 1317     Attchd        2008          RFn          3        860         TA
## 1319     Attchd        2001          RFn          3        748         TA
## 1320     Attchd        1954          Unf          1        248         TA
## 1321     Attchd        1957          RFn          2        442         TA
## 1322     Detchd        1955          Unf          1        287         TA
## 1325     Attchd        2007          RFn          3        895         TA
## 1328     Attchd        1982          Unf          1        264         TA
## 1329     Detchd        1920          Unf          2        520         Fa
## 1331     Attchd        2006          RFn          3        825         TA
## 1333     Detchd        1958          Unf          1        288         Fa
## 1334     Detchd        1951          Unf          1        297         TA
## 1336     Attchd        1977          RFn          2        630         TA
## 1340     Attchd        1972          RFn          1        288         TA
## 1341     Detchd        1974          Unf          4        480         TA
## 1342     Detchd        2004          Unf          2        576         TA
## 1344     Detchd        1929          Unf          2        342         Fa
## 1347     Attchd        1968          RFn          2        508         Gd
## 1348     Attchd        2006          Fin          3        712         TA
## 1349     Attchd        1998          RFn          2        514         TA
## 1353     Detchd        1999          Unf          2        624         TA
## 1354     Attchd        1996          Fin          3        666         TA
## 1357     Attchd        1966          RFn          1        264         TA
## 1358     Attchd        1971          Fin          2        500         TA
## 1360     Attchd        2004          Fin          3        770         TA
## 1362     Attchd        2005          Fin          2        430         TA
## 1363     Attchd        1920          Unf          1        368         TA
## 1370     Attchd        2003          Fin          2        502         TA
## 1371     Detchd        1967          Fin          1        338         TA
## 1374     Attchd        2001          RFn          3        804         TA
## 1376     Attchd        2007          Fin          3        722         TA
## 1378     Detchd        1977          Unf          2        660         TA
## 1382     Attchd        1970          Fin          2        550         TA
## 1385     Detchd        1939          Unf          1        280         TA
## 1386     Detchd        1922          Unf          1        240         TA
## 1388     Detchd        1916          Unf          1        216         TA
## 1389     Attchd        2006          Fin          3        758         TA
## 1390     Detchd        2003          Unf          2        440         TA
## 1391     Attchd        2000          RFn          2        541         TA
## 1397     Detchd        1966          Unf          2        572         TA
## 1399     Attchd        1950          Unf          1        240         TA
## 1400     Detchd        1925          Unf          1        216         Fa
## 1401    BuiltIn        1929          RFn          1        208         TA
## 1403     Attchd        2006          RFn          2        662         TA
## 1404     Attchd        2007          Unf          3        754         TA
## 1405     Detchd        1998          Unf          3        936         TA
## 1408       <NA>          NA         <NA>          0          0       <NA>
## 1412     Attchd        1950          Unf          1        271         TA
## 1414     Attchd        2005          Fin          2        620         TA
## 1415     Detchd        1922          Unf          2        370         TA
## 1419     Detchd        1962          Unf          1        336         TA
## 1420     Attchd        1969          RFn          2        540         TA
## 1425     Detchd        1970          Unf          1        484         TA
## 1426     Detchd        1960          Unf          2        528         TA
## 1428     Attchd        1962          Unf          1        288         TA
## 1430     Attchd        1981          Fin          2        467         TA
## 1435     Attchd        1977          RFn          2        484         TA
## 1436     Attchd        1962          RFn          2        462         TA
## 1437     Detchd        1974          Unf          2        528         TA
## 1438     Attchd        2008          Fin          3        774         TA
## 1439     Attchd        1957          Unf          2        923         TA
## 1445     Attchd        2004          RFn          2        626         TA
## 1447     Attchd        1962          Unf          1        312         TA
## 1449     Detchd        1950          Unf          1        384         Fa
## 1452     Attchd        2008          Fin          3        840         TA
## 1454       <NA>          NA         <NA>          0          0       <NA>
## 1455     Attchd        2004          RFn          2        400         TA
## 1457     Attchd        1978          Unf          2        500         TA
## 1459     Attchd        1950          Unf          1        240         TA
## 1460     Attchd        1965          Fin          1        276         TA
##      GarageCond PavedDrive WoodDeckSF OpenPorchSF EnclosedPorch X3SsnPorch
## 2            TA          Y        298           0             0          0
## 6            TA          Y         40          30             0        320
## 7            TA          Y        255          57             0          0
## 9            TA          Y         90           0           205          0
## 11           TA          Y          0           0             0          0
## 13           TA          Y        140           0             0          0
## 14           TA          Y        160          33             0          0
## 15           TA          Y          0         213           176          0
## 17           TA          Y          0           0             0          0
## 19           TA          Y          0         102             0          0
## 20           TA          Y          0           0             0          0
## 23           TA          Y        171         159             0          0
## 25           TA          Y        406          90             0          0
## 26           TA          Y          0          56             0          0
## 27           TA          Y        222          32             0          0
## 28           TA          Y          0          50             0          0
## 29           TA          Y        288         258             0          0
## 32           TA          Y          0          65             0          0
## 33           TA          Y          0          30             0          0
## 34           TA          Y          0          38             0          0
## 37           TA          Y        392          64             0          0
## 38           TA          Y          0           0             0          0
## 39           TA          Y          0          52             0          0
## 41           TA          Y          0         138             0          0
## 42           TA          P          0         104             0          0
## 44           TA          Y        145           0             0          0
## 45           TA          Y          0           0             0          0
## 47           TA          Y        168          43             0          0
## 48           TA          Y          0         146             0          0
## 50           TA          Y          0           0             0          0
## 52           TA          Y        112           0             0          0
## 54           TA          Y        857          72             0          0
## 56           TA          Y          0           0             0        407
## 60           TA          Y        196           0             0          0
## 61           TA          Y          0          50             0          0
## 67           TA          Y        301           0             0          0
## 68           TA          Y        144          29             0          0
## 70           TA          Y          0          21           114          0
## 71           TA          Y        300           0             0          0
## 72           TA          Y          0           0             0          0
## 74           TA          Y          0           0             0          0
## 75           TA          Y          0           0           202          0
## 77           TA          Y          0           0             0          0
## 78           TA          Y          0           0             0          0
## 80           TA          Y         74           0           128          0
## 83           TA          Y        144          99             0          0
## 84           TA          Y         74           0             0          0
## 89         <NA>          N          0           0           156          0
## 90         <NA>          Y          0           0             0          0
## 91           TA          Y          0          29             0          0
## 92           TA          Y          0           0             0          0
## 97           TA          Y        158          29             0          0
## 98           TA          P        120           0             0          0
## 100        <NA>          Y        352           0             0          0
## 101          TA          Y        168          68             0          0
## 104          TA          Y          0          36             0          0
## 105          TA          Y          0           0             0          0
## 108          TA          Y          0           0             0          0
## 109        <NA>          N          0           0           144          0
## 110          TA          Y          0         122             0          0
## 111          TA          Y        182           0             0          0
## 114          TA          Y        166         120           192          0
## 117          TA          Y          0          20           144          0
## 118          TA          Y         80          64             0          0
## 122          TA          P          0           0           140          0
## 123          TA          Y          0           0             0          0
## 125          TA          Y        192           0             0          0
## 130          TA          Y          0          80             0        180
## 133          TA          Y          0           0             0          0
## 134          TA          Y        192          25             0          0
## 135          TA          Y          0          96           180          0
## 136          TA          Y         98           0             0          0
## 137          TA          Y          0         111             0          0
## 141        <NA>          Y          0           0             0          0
## 142          TA          Y        160          24             0          0
## 143          TA          Y          0           0             0          0
## 144          TA          Y        144          29             0          0
## 149        <NA>          Y          0           0             0          0
## 150          TA          Y        200         114             0          0
## 151          TA          Y          0           0             0          0
## 152          TA          Y          0         102             0          0
## 154          TA          Y        409           0             0          0
## 156        <NA>          N          0           8           128          0
## 157          TA          Y          0           0             0          0
## 161          TA          Y          0           0             0          0
## 163          TA          Y          0          70             0          0
## 167          TA          Y        476           0             0          0
## 170          TA          Y        574          64             0          0
## 171          TA          Y        237           0             0          0
## 172          TA          P        210          62             0          0
## 174          TA          Y          0          20             0          0
## 175          TA          Y        192           0             0          0
## 176          TA          Y          0          29            39          0
## 178          TA          Y          0           0             0          0
## 179          TA          Y          0          60             0          0
## 183          TA          Y        116           0             0        180
## 184          TA          N        280         238             0          0
## 185          TA          Y        104           0             0          0
## 188          Fa          N          0           0             0        140
## 193          TA          Y          0          35             0          0
## 195          TA          Y          0           0             0          0
## 197          TA          Y        171         138             0          0
## 200          TA          Y          0          26             0          0
## 201          TA          Y        132          64             0          0
## 202          TA          Y        238          83             0          0
## 203          TA          Y          0           0           126          0
## 205          TA          Y          0          35             0          0
## 206          TA          Y          0          34             0        508
## 207          TA          Y          0          30             0          0
## 208          TA          Y        355           0             0          0
## 210          Gd          Y          0           0             0          0
## 212          TA          Y        100          22             0          0
## 214          TA          Y        224           0             0          0
## 216          TA          Y          0           0             0          0
## 217          TA          Y        139          98             0          0
## 219          TA          Y          0         119           150          0
## 221          TA          Y        351          33             0          0
## 224          TA          Y        216           0             0          0
## 225          TA          Y        248         105             0          0
## 229          TA          Y          0           0             0          0
## 231          TA          Y          0           0           120          0
## 234          TA          Y        365           0             0          0
## 237          TA          Y        132         105             0          0
## 239          TA          Y        168         228             0          0
## 240          TA          Y          0         140             0          0
## 241          TA          Y        144         168             0          0
## 243          TA          Y          0           0            77          0
## 246          TA          Y        197          39             0          0
## 248          TA          Y          0          30             0          0
## 250          TA          Y          0          98             0          0
## 255          TA          Y        250           0             0          0
## 258          TA          Y        123         110             0          0
## 260          TA          Y          0          45             0          0
## 264          TA          Y          0           0             0          0
## 266          TA          Y        276           0             0          0
## 270          Gd          Y        370          30             0          0
## 272          TA          Y         81           0             0          0
## 274          TA          Y        289           0             0          0
## 275          TA          Y        168           0             0          0
## 276          TA          Y         74           0             0          0
## 277          TA          Y        100         150             0          0
## 278          TA          Y          0           0             0          0
## 279          TA          Y        124          98             0          0
## 282          TA          Y          0         120             0          0
## 284          TA          Y        210         150             0          0
## 287          TA          Y          0           0             0          0
## 288        <NA>          Y          0           0             0          0
## 289          TA          Y          0           0             0          0
## 293          TA          Y          0           0             0          0
## 295          TA          Y        110           0             0          0
## 297          TA          Y        289           0             0          0
## 300          TA          Y          0          36             0          0
## 303          TA          Y        468          81             0          0
## 304          TA          Y        256           0             0          0
## 306          TA          Y        168           0             0          0
## 308        <NA>          N          0         144             0          0
## 310          TA          Y        208         175             0          0
## 312          TA          Y          0           0             0          0
## 314          TA          Y          0           0             0          0
## 324          TA          Y        142          98             0          0
## 328          TA          Y          0          45             0          0
## 332          TA          Y          0           0             0          0
## 333          TA          Y          0           0             0          0
## 337          TA          Y        178          51             0          0
## 338          TA          Y        192          74             0          0
## 339          TA          Y        108          45             0          0
## 340          TA          Y          0           0             0          0
## 342          TA          N        250           0            24          0
## 346          TA          Y          0           0             0          0
## 347          TA          Y          0           0             0          0
## 348          TA          Y          0          40             0          0
## 353          Fa          Y         48           0             0          0
## 355          TA          Y          0           0           108          0
## 356          TA          Y          0          26             0          0
## 357          TA          Y        120          26             0          0
## 362          TA          N          0           0             0          0
## 367          TA          Y          0          76             0          0
## 369          TA          Y          0          98             0          0
## 370          TA          Y        364          17             0          0
## 372          TA          N          0          59             0          0
## 374          TA          Y         66           0             0          0
## 379          TA          Y        113           0             0          0
## 381          TA          Y          0           0           242          0
## 382          TA          Y        216         121             0          0
## 387        <NA>          N          0         151             0          0
## 389          TA          Y        120          25             0          0
## 391          TA          Y          0         130           112          0
## 393          TA          Y          0           0             0          0
## 395          TA          Y          0          39             0          0
## 396          TA          Y         44           0             0          0
## 397          TA          Y        215           0             0          0
## 402          TA          Y          0           0             0          0
## 406          TA          Y        120          78             0          0
## 407          TA          Y          0           0             0          0
## 411          TA          Y          0           0             0          0
## 413          TA          Y          0         144             0          0
## 416          TA          Y        100          30             0          0
## 419          TA          P          0           0             0          0
## 420          TA          Y          0          85           184          0
## 422          TA          Y        240           0             0          0
## 423          TA          N          0           0             0          0
## 425          TA          Y          0          44             0          0
## 428          TA          Y          0           0             0          0
## 429          TA          Y        105          54             0          0
## 430          TA          Y          0           0           169          0
## 432        <NA>          N          0          98             0          0
## 437          TA          Y          0           0             0          0
## 440          TA          Y          0          46             0          0
## 441          TA          Y          0          72             0          0
## 443          TA          P          0           0             0          0
## 446          TA          Y          0           0             0          0
## 447          TA          Y          0           0             0          0
## 449          TA          N          0           0             0          0
## 450          TA          Y          0         176             0          0
## 452          TA          Y        200          54             0          0
## 456          TA          Y          0           0             0          0
## 458          TA          Y        224         137             0          0
## 460          TA          Y          0           0           248          0
## 463          TA          Y          0           0           236          0
## 465        <NA>          Y          0           0             0          0
## 467          TA          Y          0           0             0          0
## 469          TA          Y          0          44             0          0
## 474          TA          Y        250          63             0          0
## 476          TA          Y          0          24             0          0
## 477          TA          Y        140          39             0          0
## 479          TA          Y        208          44             0          0
## 481          TA          Y        519         112             0          0
## 482          TA          Y        206          49             0          0
## 485          TA          Y          0         132             0          0
## 486          TA          Y          0          80           120          0
## 487          TA          Y          0           0             0          0
## 488          TA          Y        224           0             0          0
## 492          TA          Y          0           0            32          0
## 494          TA          Y          0           0             0          0
## 497          TA          Y        264          75           291          0
## 498          TA          N          0         100             0          0
## 499          TA          Y         64           0             0          0
## 500          TA          Y         12         285             0          0
## 503          Fa          Y          0           0           184          0
## 504          TA          Y          0          54             0          0
## 508          TA          Y          0         102             0          0
## 510          TA          Y        224          88             0          0
## 511          TA          Y        324          42             0          0
## 513          TA          Y          0           0             0          0
## 514          TA          Y        120           0           158          0
## 516          TA          Y        156          54             0          0
## 522          TA          Y          0          40             0          0
## 523          TA          Y          0          24            36          0
## 526          TA          Y         38         144             0          0
## 527          TA          Y        261           0           156          0
## 530          TA          Y          0           0           200          0
## 533          TA          Y          0           0             0          0
## 534        <NA>          N          0           0             0          0
## 538          TA          Y        216           0             0          0
## 539          TA          Y        466           0             0          0
## 540          TA          Y        180           0             0          0
## 541          TA          Y        270          68             0          0
## 543          TA          Y         78          73             0          0
## 546          TA          Y          0           0             0          0
## 547          TA          Y          0          38             0        144
## 549          TA          Y        140          50             0          0
## 552          TA          Y          0           0             0          0
## 553          TA          Y        169          39             0          0
## 554          TA          N          0          96             0          0
## 557          TA          Y        268           0             0          0
## 558          TA          Y          0          47           120          0
## 561          TA          Y          0           0             0          0
## 562          TA          Y        240          38             0          0
## 564          TA          N         72          36             0          0
## 568          TA          Y          0           0             0          0
## 569          TA          Y        349          40             0          0
## 572          TA          Y        168           0             0          0
## 576          TA          Y        158           0           102          0
## 577          TA          Y          0          50             0          0
## 580          TA          Y          0           0             0          0
## 581          TA          Y        216         110             0          0
## 582          TA          Y          0          90             0          0
## 585          TA          Y          0           0            54          0
## 586          TA          Y        326          66             0          0
## 589          TA          Y          0          48             0          0
## 593          TA          Y          0           0             0          0
## 595          TA          Y          0           0             0          0
## 596          TA          Y        180          75             0          0
## 599          TA          Y          0           0             0          0
## 602          TA          P          0         162             0          0
## 605          TA          Y        192          36             0          0
## 607          TA          Y        168           0             0          0
## 608          TA          Y        103           0             0          0
## 610          TA          Y         64           0            39          0
## 614        <NA>          Y          0          30             0          0
## 619          TA          Y          0         108             0          0
## 623          TA          Y        192           0             0          0
## 626          TA          Y          0           0             0          0
## 627          TA          Y          0           0            36          0
## 633          TA          Y        192           0             0          0
## 634          TA          Y        390           0             0          0
## 645          TA          Y        195         130             0          0
## 646          TA          Y          0         312            40          0
## 647          TA          Y          0          27             0          0
## 648          TA          Y          0           0             0          0
## 654          TA          Y         57           0           239          0
## 655          TA          Y        236          46             0          0
## 657          TA          Y          0           0             0          0
## 659          TA          Y        192           0             0          0
## 660          TA          Y          0           0             0          0
## 663          TA          Y          0           0           240          0
## 665          TA          Y        192         267             0          0
## 668          TA          Y        224          42             0          0
## 669          TA          Y        304           0             0          0
## 673          TA          Y        198          42             0          0
## 674          TA          Y          0          87             0          0
## 675          TA          Y        426           0             0          0
## 679          TA          Y        322          82             0          0
## 680          TA          Y          0           0             0          0
## 682          TA          Y          0           0            56          0
## 684          TA          Y        257          45             0          0
## 689          TA          Y        140           0             0          0
## 695          TA          Y        112           0             0          0
## 696          TA          Y        125           0             0          0
## 698          TA          Y          0           0             0          0
## 699          TA          Y        416         144             0          0
## 701          TA          Y        270          78             0          0
## 702          TA          Y          0           0             0          0
## 705          TA          Y          0          35             0        144
## 707          TA          Y        380          48             0          0
## 710          TA          Y          0           0             0          0
## 712          TA          N         68           0            98          0
## 716          TA          Y          0           0             0          0
## 718          TA          Y        224           0             0          0
## 720          TA          Y          0           0             0          0
## 723          TA          Y          0           0             0          0
## 724          TA          Y          0           0             0          0
## 725          TA          Y        327          64             0          0
## 726          TA          Y         96           0             0          0
## 727          TA          Y        292          44             0        182
## 728          TA          Y        132           0             0          0
## 734          TA          Y        165           0             0          0
## 735          TA          Y        147           0             0          0
## 742          TA          Y        168           0             0          0
## 743          TA          Y        120          55             0          0
## 749          TA          Y        240          56           154          0
## 750          TA          N         92           0           185          0
## 751        <NA>          N          0         160             0          0
## 753          TA          Y        168          27             0          0
## 755          TA          Y        171          48             0          0
## 761          Ex          Y          0           0             0          0
## 766          TA          Y          0         174             0          0
## 768          TA          Y        245           0           156          0
## 769          TA          Y        120          33             0          0
## 772          TA          Y          0           0             0          0
## 774          TA          Y          0           0             0          0
## 775          TA          Y        315          45             0          0
## 777          TA          Y        144          59             0          0
## 778          TA          Y        241           0             0          0
## 781          TA          Y        220          21             0          0
## 783          TA          Y          0          33             0          0
## 786          TA          Y          0           0             0          0
## 787          TA          Y          0           0           196          0
## 789          TA          Y          0           0             0          0
## 794          TA          Y        168         130             0          0
## 797          TA          Y        138           0             0          0
## 798          TA          Y          0           0             0          0
## 800          TA          Y          0           0           264          0
## 805          TA          Y          0           0             0          0
## 806          TA          Y          0          60             0          0
## 811          TA          Y        265           0             0          0
## 813          TA          N          0           0             0          0
## 814          TA          Y          0           0           275          0
## 815          TA          P        207           0            96          0
## 816          TA          Y          0          34             0          0
## 817          TA          Y          0           0           120          0
## 818          TA          Y        150          59             0          0
## 822          TA          Y          0          32           112          0
## 824          TA          Y        335           0             0          0
## 825          TA          Y          0         140             0          0
## 826          TA          Y        188          45             0          0
## 828          TA          Y        290          39             0          0
## 831          TA          Y          0           0             0          0
## 834          TA          Y          0           0             0          0
## 835          TA          Y          0           0             0          0
## 836          TA          Y        290           0             0          0
## 839          TA          Y        278           0             0          0
## 840          TA          Y          0           0             0          0
## 845          TA          Y        418           0           194          0
## 848          TA          Y          0           0             0          0
## 849          TA          Y        486          40             0          0
## 855          TA          Y          0         418             0          0
## 856          TA          Y          0         104             0          0
## 859          TA          Y          0           0             0          0
## 861          TA          Y          0         240             0          0
## 863          TA          Y          0           0             0          0
## 864          TA          Y          0           0             0          0
## 865          TA          Y          0         140             0          0
## 866          TA          Y          0           0             0          0
## 867          TA          Y        192          80             0          0
## 868          TA          Y        168           0             0          0
## 871          TA          Y          0           0             0          0
## 873          TA          Y        196           0           150          0
## 875          TA          Y         26           0             0          0
## 877          TA          Y          0           0             0          0
## 880          TA          Y          0           0             0          0
## 881          TA          Y          0          49             0          0
## 882          TA          Y        168          36             0          0
## 885          TA          Y          0           0             0          0
## 888          TA          Y        121           0             0          0
## 889          TA          Y         81         207             0          0
## 890          TA          Y          0           0             0        162
## 891          TA          Y          0           0             0          0
## 893          TA          Y        192           0             0          0
## 894          TA          Y        511         116             0          0
## 899          TA          Y          0          67             0          0
## 900          TA          Y          0           0             0          0
## 901          TA          Y          0           0             0          0
## 902          TA          Y          0           0             0          0
## 904          TA          Y        144          60             0          0
## 905          TA          Y          0           0             0          0
## 906          TA          Y          0           0           164          0
## 907          TA          Y          0          60             0          0
## 908          TA          Y          0           0             0          0
## 909          TA          Y        164           0             0          0
## 912          TA          Y        173           0             0          0
## 917          TA          Y          0           0             0          0
## 918          TA          Y          0           0             0          0
## 920          TA          Y          0          51             0          0
## 923          TA          Y        100           0             0         23
## 925          TA          Y        384         131             0          0
## 926          TA          Y        180           0             0          0
## 929          TA          Y        202         151             0          0
## 931          TA          Y        100          18             0          0
## 932          TA          Y          0           0             0          0
## 933          TA          Y          0         191             0          0
## 934          TA          Y        192          36             0          0
## 935          TA          Y          0           0             0          0
## 937          TA          Y          0          41             0          0
## 945          TA          Y          0         118             0          0
## 946          TA          Y         48           0           244          0
## 948          TA          Y          0         252             0          0
## 950          TA          Y          0           0             0          0
## 951          TA          Y        194           0             0          0
## 952          TA          Y        421           0             0          0
## 958          TA          Y          0           0             0          0
## 959          TA          Y          0          39             0          0
## 961        <NA>          Y        117           0             0          0
## 964          TA          Y        288         136             0          0
## 967          TA          Y          0          70             0          0
## 968          TA          Y          0           0             0          0
## 969        <NA>          Y          0           0             0          0
## 971        <NA>          Y          0           0             0          0
## 974          TA          Y          0         120             0          0
## 979          TA          Y          0           0             0          0
## 980          TA          Y          0          80             0          0
## 983          TA          Y        100          16             0          0
## 987          TA          Y        394           0             0          0
## 988          TA          Y        168          95             0          0
## 995          TA          Y        216          48             0          0
## 996          TA          Y          0          57             0          0
## 997          TA          Y          0         319             0          0
## 998          TA          Y        371           0             0          0
## 1000         TA          Y        105          61             0          0
## 1001         Fa          Y          0           0             0          0
## 1003         TA          Y        144         104             0          0
## 1007         TA          Y          0           0             0          0
## 1009         TA          Y        100          48             0          0
## 1010       <NA>          P          0           0           138          0
## 1011         TA          Y          0           0           108          0
## 1015         TA          Y          0         130             0          0
## 1017         TA          Y        115          66             0          0
## 1021         TA          Y        252          64             0          0
## 1022         TA          Y        105          54             0          0
## 1023         Fa          Y          0           0           192          0
## 1025         TA          Y          0          72           174          0
## 1026         TA          Y         96           0             0          0
## 1027         TA          Y          0           0             0          0
## 1028         TA          Y        192          44             0          0
## 1029         TA          Y          0           0             0          0
## 1034         TA          Y          0         136             0          0
## 1036         TA          N        186           0             0          0
## 1037         TA          Y        228           0             0          0
## 1041         TA          Y          0           0             0          0
## 1045         TA          Y        474         120             0          0
## 1046         TA          Y          0           0             0          0
## 1048         TA          Y          0           0             0          0
## 1049         TA          Y          0           0             0          0
## 1050         TA          Y          0           0             0          0
## 1051         TA          Y          0          22             0          0
## 1052         TA          Y          0          20             0          0
## 1054         TA          Y        116          78             0          0
## 1056         TA          Y          0           0             0          0
## 1060         Fa          Y          0           0            19          0
## 1065         TA          Y          0          58             0          0
## 1071         TA          Y          0          20             0          0
## 1073         TA          P          0           0             0          0
## 1075         TA          Y        140          93             0          0
## 1077         TA          Y        436          21             0          0
## 1078         TA          Y        240          32             0          0
## 1080         TA          Y          0          64             0          0
## 1081         TA          Y         55           0             0        216
## 1082         TA          Y          0           0           220          0
## 1083         TA          Y        192          39             0          0
## 1084         TA          Y          0         116             0          0
## 1093         TA          Y        342           0           128          0
## 1094         TA          Y          0          64             0          0
## 1095         TA          Y          0           0            80          0
## 1096         TA          Y          0          22             0          0
## 1099         TA          Y          0           0             0          0
## 1100         TA          Y          0           0             0          0
## 1102         TA          Y          0           0             0          0
## 1103         TA          Y          0          16             0          0
## 1104         TA          Y          0           0           192          0
## 1107         TA          Y          0         244             0          0
## 1110         TA          Y        125         185             0          0
## 1113         TA          Y          0           0             0          0
## 1114         TA          Y          0          18             0          0
## 1115         TA          Y          0           0             0          0
## 1116         TA          Y          0           0             0          0
## 1118         TA          Y          0           0             0          0
## 1120         TA          Y        140           0           252          0
## 1122         TA          Y        144          20             0          0
## 1123         TA          Y         64           0             0          0
## 1124       <NA>          Y          0         200             0          0
## 1126         Fa          Y          0           0             0          0
## 1128         TA          Y        144          36             0          0
## 1131         TA          Y        431          44             0          0
## 1132       <NA>          Y          0          28             0          0
## 1137         TA          Y          0           0            96          0
## 1138       <NA>          N          0           0           176          0
## 1139         TA          Y        264          32             0          0
## 1141         TA          Y          0           0             0          0
## 1144       <NA>          Y          0          24             0          0
## 1146         TA          Y          0           0             0          0
## 1147         TA          Y        165          26             0          0
## 1149         TA          Y          0           0           176          0
## 1151         TA          Y          0           0           214          0
## 1152         TA          Y          0         140             0          0
## 1153         TA          Y          0           0           280          0
## 1156         TA          Y          0          21             0          0
## 1159         TA          Y          0          24             0          0
## 1162         TA          Y        108           0             0        216
## 1163         TA          Y          0           0             0          0
## 1166         TA          Y          0         114             0          0
## 1167         TA          Y        160          33             0          0
## 1172         TA          Y          0           0             0          0
## 1174       <NA>          Y        122           0             0          0
## 1176         TA          Y          0          33             0          0
## 1177         TA          Y        362           0             0          0
## 1178         TA          N          0           0           116          0
## 1179         TA          Y        192           0           102          0
## 1180       <NA>          N          0          36           190          0
## 1185         TA          Y          0         263             0          0
## 1186         TA          Y          0           0           236          0
## 1188         TA          Y          0         114           192          0
## 1193         Fa          P          0           0            84          0
## 1199         TA          Y        356           0             0          0
## 1200         TA          Y          0          82             0          0
## 1201         TA          Y          0           0             0          0
## 1203         TA          N          0           0           208          0
## 1204         TA          Y         74         234             0          0
## 1205         TA          Y          0          88             0          0
## 1206         TA          Y         84          70             0          0
## 1207         TA          Y          0          42             0          0
## 1208         TA          Y        192          23             0          0
## 1209         TA          Y          0           0             0          0
## 1210         TA          Y        322          50             0          0
## 1212         TA          Y        325          12             0          0
## 1216         TA          Y          0           0             0          0
## 1218         TA          Y        135         112             0          0
## 1219       <NA>          N          0           0             0          0
## 1221         TA          Y          0           0             0          0
## 1222         TA          Y          0          63             0          0
## 1223         TA          Y          0           0             0          0
## 1224         TA          Y          0          30             0          0
## 1228         TA          Y          0         240             0          0
## 1234         TA          Y          0           0             0          0
## 1239         TA          Y          0           0             0          0
## 1240         TA          Y        120          33             0          0
## 1242         TA          Y          0          56             0          0
## 1244         TA          Y        216         229             0          0
## 1250         TA          Y          0          80             0          0
## 1251         TA          Y          0           0             0          0
## 1253         TA          Y         33           0             0          0
## 1256         TA          Y          0           0             0          0
## 1257         TA          Y        262          36             0          0
## 1260         TA          Y        180           0             0          0
## 1262         TA          Y          0           0             0          0
## 1263         TA          Y        120           0             0          0
## 1268         TA          Y        144          76             0          0
## 1269         TA          Y        314          12             0          0
## 1270         TA          Y          0           0             0          0
## 1272         TA          Y          0           0             0          0
## 1273         TA          Y        180           0             0          0
## 1275         TA          Y        242           0            81          0
## 1280         TA          Y         30           0           164          0
## 1281         TA          Y          0          72             0          0
## 1282         Gd          Y          0          58             0          0
## 1283         TA          Y          0           0             0          0
## 1285         TA          Y        272           0            42          0
## 1286         TA          Y         45           0             0          0
## 1287         TA          Y          0          26             0          0
## 1288         TA          N        168         198             0          0
## 1295         TA          N          0           0             0          0
## 1296         TA          Y        356           0             0          0
## 1297         TA          Y        192          20           123          0
## 1300         TA          Y        218           0             0          0
## 1304         TA          Y        208          59             0          0
## 1306         TA          Y        404         102             0          0
## 1308         TA          Y          0          64             0          0
## 1309         TA          Y          0          36             0          0
## 1310         TA          Y        112          51             0          0
## 1311         TA          Y          0         207           162          0
## 1312         TA          Y        264          98             0          0
## 1315         TA          Y          0          36             0          0
## 1317         TA          Y        172          42             0          0
## 1319         TA          Y        198         150             0          0
## 1320         TA          Y          0           0             0          0
## 1321         TA          Y        114           0             0          0
## 1322         Fa          Y          0           0             0          0
## 1325         TA          Y          0          49             0          0
## 1328         TA          Y          0           0             0          0
## 1329         TA          Y          0         547             0          0
## 1331         TA          Y        144          45             0          0
## 1333         Fa          Y          0           0             0          0
## 1334         TA          Y          0          65           190          0
## 1336         TA          Y          0          16             0          0
## 1340         TA          Y          0           0             0          0
## 1341         TA          Y          0           0             0          0
## 1342         TA          Y          0          78             0          0
## 1344         Fa          Y          0           0             0          0
## 1347         TA          Y          0          80             0        290
## 1348         TA          Y          0           0             0          0
## 1349         TA          Y        402          25             0          0
## 1353         TA          N        210           0             0          0
## 1354         TA          Y        283          86             0          0
## 1357         TA          Y          0           0             0          0
## 1358         TA          Y          0           0             0          0
## 1360         TA          Y        194          45             0          0
## 1362         TA          Y        168          36             0          0
## 1363         TA          Y         55           0             0          0
## 1370         TA          Y          0         262             0          0
## 1371         TA          Y          0           0           198          0
## 1374         TA          Y        314         140             0          0
## 1376         TA          Y        100          36             0          0
## 1378         TA          Y          0          68             0          0
## 1382         TA          Y          0          42             0          0
## 1385         TA          P          0           0             0          0
## 1386         TA          N          0          96             0          0
## 1388         TA          Y         88          15             0          0
## 1389         TA          Y        201          39             0          0
## 1390         TA          Y          0           0             0          0
## 1391         TA          Y        219          36             0          0
## 1397         TA          N          0           0            50          0
## 1399         TA          Y          0           0           168          0
## 1400         TA          Y        147          16             0          0
## 1401         TA          Y          0           0           112          0
## 1403         TA          Y        168          55             0          0
## 1404         TA          Y        168         160             0          0
## 1405         TA          Y        216           0           160          0
## 1408       <NA>          Y          0           0             0          0
## 1412         TA          Y          0           0             0          0
## 1414         TA          Y        165          44             0          0
## 1415         TA          N          0           0             0          0
## 1419         TA          Y          0          88             0          0
## 1420         TA          Y          0          73           216          0
## 1425         TA          Y        316          28             0          0
## 1426         TA          Y          0          39             0          0
## 1428         TA          Y          0           0             0          0
## 1430         TA          Y          0           0            99          0
## 1435         TA          P        295          41             0          0
## 1436         TA          Y          0          36             0          0
## 1437         TA          Y          0           0             0          0
## 1438         TA          Y          0          66             0        304
## 1439         TA          Y          0         158           158          0
## 1445         TA          Y        192          60             0          0
## 1447         TA          P        261          39             0          0
## 1449         TA          Y        168          24             0          0
## 1452         TA          Y          0          36             0          0
## 1454       <NA>          Y         36          56             0          0
## 1455         TA          Y          0         113             0          0
## 1457         TA          Y        349           0             0          0
## 1459         TA          Y        366           0           112          0
## 1460         TA          Y        736          68             0          0
##      ScreenPorch PoolArea PoolQC Fence MiscFeature MiscVal MoSold YrSold
## 2              0        0   <NA>  <NA>        <NA>       0      5   2007
## 6              0        0   <NA> MnPrv        Shed     700     10   2009
## 7              0        0   <NA>  <NA>        <NA>       0      8   2007
## 9              0        0   <NA>  <NA>        <NA>       0      4   2008
## 11             0        0   <NA>  <NA>        <NA>       0      2   2008
## 13           176        0   <NA>  <NA>        <NA>       0      9   2008
## 14             0        0   <NA>  <NA>        <NA>       0      8   2007
## 15             0        0   <NA>  GdWo        <NA>       0      5   2008
## 17             0        0   <NA>  <NA>        Shed     700      3   2010
## 19             0        0   <NA>  <NA>        <NA>       0      6   2008
## 20             0        0   <NA> MnPrv        <NA>       0      5   2009
## 23             0        0   <NA>  <NA>        <NA>       0      9   2008
## 25             0        0   <NA> MnPrv        <NA>       0      5   2010
## 26             0        0   <NA>  <NA>        <NA>       0      7   2009
## 27             0        0   <NA>  <NA>        <NA>       0      5   2010
## 28             0        0   <NA>  <NA>        <NA>       0      5   2010
## 29             0        0   <NA>  <NA>        <NA>       0     12   2006
## 32             0        0   <NA> MnPrv        <NA>       0      6   2008
## 33             0        0   <NA>  <NA>        <NA>       0      1   2008
## 34             0        0   <NA>  <NA>        <NA>       0      4   2010
## 37             0        0   <NA>  <NA>        <NA>       0      6   2009
## 38             0        0   <NA>  <NA>        <NA>       0     10   2009
## 39             0        0   <NA>  <NA>        <NA>       0      1   2010
## 41             0        0   <NA>  GdWo        <NA>       0     12   2006
## 42             0        0   <NA>  <NA>        <NA>       0      7   2007
## 44             0        0   <NA> MnPrv        <NA>       0      7   2008
## 45             0        0   <NA>  <NA>        <NA>       0      5   2006
## 47           198        0   <NA>  <NA>        <NA>       0      8   2009
## 48             0        0   <NA>  <NA>        <NA>       0      7   2007
## 50             0        0   <NA> MnPrv        <NA>       0      1   2007
## 52             0        0   <NA> MnPrv        Shed     400      9   2006
## 54             0        0   <NA>  <NA>        <NA>       0     11   2006
## 56             0        0   <NA>  <NA>        <NA>       0      7   2008
## 60             0        0   <NA> MnPrv        <NA>       0      1   2008
## 61             0        0   <NA>  <NA>        <NA>       0      5   2006
## 67             0        0   <NA>  <NA>        <NA>       0      7   2010
## 68             0        0   <NA>  <NA>        <NA>       0      6   2007
## 70             0        0   <NA>  <NA>        <NA>       0      7   2006
## 71             0        0   <NA>  <NA>        <NA>       0      2   2007
## 72             0        0   <NA>  <NA>        <NA>       0      6   2007
## 74             0        0   <NA>  GdWo        <NA>       0      5   2010
## 75             0        0   <NA>  <NA>        <NA>       0      5   2010
## 77             0        0   <NA>  <NA>        <NA>       0      4   2008
## 78             0        0   <NA> MnPrv        <NA>       0      1   2008
## 80             0        0   <NA> MnPrv        <NA>       0      5   2009
## 83             0        0   <NA>  <NA>        <NA>       0     10   2008
## 84             0        0   <NA>  <NA>        <NA>       0      7   2007
## 89             0        0   <NA> MnPrv        <NA>       0     10   2009
## 90             0        0   <NA>  <NA>        <NA>       0      8   2007
## 91             0        0   <NA>  <NA>        <NA>       0      7   2006
## 92             0        0   <NA>  GdWo        <NA>       0     12   2006
## 97             0        0   <NA>  <NA>        <NA>       0      8   2006
## 98             0        0   <NA>  <NA>        <NA>       0      5   2007
## 100            0        0   <NA>  <NA>        Shed     400      1   2010
## 101            0        0   <NA>  <NA>        <NA>       0      2   2010
## 104            0        0   <NA>  <NA>        <NA>       0      5   2010
## 105          184        0   <NA>  <NA>        <NA>       0      6   2007
## 108            0        0   <NA>  <NA>        <NA>       0      4   2008
## 109            0        0   <NA>  <NA>        <NA>       0      8   2007
## 110            0        0   <NA> MnPrv        <NA>       0      1   2010
## 111            0        0   <NA>  <NA>        <NA>       0     10   2006
## 114            0        0   <NA> MnPrv        <NA>       0     10   2007
## 117            0        0   <NA>  <NA>        <NA>       0      9   2009
## 118            0        0   <NA>  <NA>        <NA>       0      4   2007
## 122            0        0   <NA> MnPrv        <NA>       0      6   2007
## 123          130        0   <NA>  <NA>        <NA>       0      6   2008
## 125            0        0   <NA>  <NA>        <NA>       0      1   2009
## 130            0        0   <NA>  MnWw        <NA>       0      7   2006
## 133            0        0   <NA>  <NA>        <NA>       0      7   2007
## 134            0        0   <NA>  <NA>        <NA>       0      6   2009
## 135            0        0   <NA> MnPrv        <NA>       0      7   2006
## 136            0        0   <NA> MnPrv        <NA>       0      5   2008
## 137            0        0   <NA>  <NA>        <NA>       0      7   2007
## 141            0        0   <NA>  <NA>        <NA>       0      4   2010
## 142            0        0   <NA>  <NA>        <NA>       0      1   2006
## 143            0        0   <NA> MnPrv        <NA>       0      6   2010
## 144            0        0   <NA>  <NA>        <NA>       0      6   2009
## 149            0        0   <NA>  <NA>        <NA>       0      4   2008
## 150            0        0   <NA>  <NA>        <NA>       0      4   2006
## 151            0        0   <NA> MnPrv        <NA>       0      1   2007
## 152            0        0   <NA>  <NA>        <NA>       0      1   2008
## 154            0        0   <NA>  <NA>        <NA>       0      3   2008
## 156            0        0   <NA>  <NA>        <NA>       0      4   2008
## 157            0        0   <NA>  <NA>        <NA>       0      6   2006
## 161            0        0   <NA>  <NA>        <NA>       0      6   2008
## 163            0        0   <NA>  <NA>        <NA>       0      5   2010
## 167          142        0   <NA>  GdWo        <NA>       0     11   2009
## 170            0        0   <NA>  <NA>        <NA>       0      1   2006
## 171            0        0   <NA>  <NA>        <NA>       0      5   2007
## 172            0        0   <NA>  <NA>        <NA>       0      5   2010
## 174            0        0   <NA>  <NA>        <NA>       0      6   2008
## 175            0        0   <NA>  <NA>        <NA>       0     11   2008
## 176            0        0   <NA> MnPrv        <NA>       0      6   2007
## 178            0        0   <NA>  <NA>        <NA>       0      7   2006
## 179            0        0   <NA>  <NA>        <NA>       0      7   2009
## 183            0        0   <NA> MnPrv        <NA>       0      6   2007
## 184            0        0   <NA>  <NA>        <NA>       0      6   2008
## 185            0        0   <NA> MnPrv        <NA>       0      6   2006
## 188            0        0   <NA> MnPrv        <NA>       0      8   2009
## 193            0        0   <NA>  <NA>        <NA>       0      9   2009
## 195            0        0   <NA>  <NA>        <NA>       0      5   2008
## 197          266        0   <NA>  <NA>        <NA>       0      9   2007
## 200          170        0   <NA>  <NA>        <NA>       0      1   2009
## 201            0        0   <NA>  <NA>        <NA>       0      3   2010
## 202            0        0   <NA> MnPrv        <NA>       0      2   2008
## 203            0        0   <NA>  <NA>        <NA>       0      5   2006
## 205            0        0   <NA>  MnWw        <NA>       0      4   2009
## 206            0        0   <NA>  <NA>        <NA>       0      5   2009
## 207            0        0   <NA>  <NA>        <NA>       0      3   2007
## 208            0        0   <NA>  GdWo        <NA>       0      4   2008
## 210            0        0   <NA> MnPrv        <NA>       0      7   2008
## 212            0        0   <NA>  <NA>        <NA>       0      3   2010
## 214            0        0   <NA>  <NA>        <NA>       0      7   2006
## 216            0        0   <NA> MnPrv        <NA>       0      5   2006
## 217            0        0   <NA>  <NA>        <NA>       0      4   2008
## 219            0        0   <NA>  <NA>        <NA>       0      5   2008
## 221            0        0   <NA>  <NA>        <NA>       0      4   2006
## 224            0        0   <NA>  <NA>        <NA>       0      3   2009
## 225            0        0   <NA>  <NA>        <NA>       0      6   2009
## 229            0        0   <NA> MnPrv        <NA>       0      5   2010
## 231            0        0   <NA>  <NA>        <NA>       0      4   2010
## 234            0        0   <NA> MnPrv        <NA>       0      2   2010
## 237            0        0   <NA>  <NA>        <NA>       0      5   2010
## 239            0        0   <NA>  <NA>        <NA>       0     12   2007
## 240            0        0   <NA> MnPrv        <NA>       0      4   2010
## 241            0        0   <NA>  <NA>        <NA>       0      4   2010
## 243            0        0   <NA>  <NA>        <NA>       0      4   2006
## 246            0        0   <NA>  <NA>        <NA>       0      6   2006
## 248            0        0   <NA>  <NA>        <NA>       0      6   2006
## 250            0        0   <NA>  <NA>        Shed     500      6   2007
## 255            0        0   <NA>  <NA>        <NA>       0      6   2010
## 258            0        0   <NA>  <NA>        <NA>       0      3   2009
## 260            0        0   <NA>  <NA>        <NA>       0     12   2008
## 264            0        0   <NA>  <NA>        <NA>       0      4   2010
## 266            0        0   <NA> GdPrv        <NA>       0      6   2008
## 270            0        0   <NA> GdPrv        <NA>       0      5   2007
## 272            0        0   <NA>  <NA>        <NA>       0      4   2008
## 274            0        0   <NA> MnPrv        <NA>       0      4   2009
## 275            0        0   <NA>  <NA>        <NA>       0      6   2007
## 276          144        0   <NA>  <NA>        <NA>       0     10   2009
## 277            0        0   <NA>  <NA>        <NA>       0      4   2010
## 278            0        0   <NA>  <NA>        <NA>       0      6   2010
## 279          142        0   <NA>  <NA>        <NA>       0      5   2007
## 282            0        0   <NA>  <NA>        <NA>       0      5   2006
## 284            0        0   <NA>  <NA>        <NA>       0     12   2009
## 287          128        0   <NA> GdPrv        <NA>       0      6   2006
## 288            0        0   <NA>  <NA>        <NA>       0      6   2006
## 289            0        0   <NA> MnPrv        <NA>       0      2   2010
## 293          160        0   <NA>  <NA>        <NA>       0      1   2009
## 295            0        0   <NA>  <NA>        <NA>       0     10   2009
## 297            0        0   <NA> MnPrv        <NA>       0      6   2007
## 300            0        0   <NA> GdPrv        <NA>       0      8   2009
## 303            0        0   <NA>  <NA>        <NA>       0      1   2006
## 304            0        0   <NA>  GdWo        <NA>       0      7   2006
## 306            0        0   <NA>  <NA>        <NA>       0      7   2007
## 308            0        0   <NA> MnPrv        <NA>       0      3   2008
## 310            0        0   <NA>  <NA>        <NA>       0     11   2006
## 312            0        0   <NA>  <NA>        <NA>       0      5   2009
## 314            0        0   <NA>  <NA>        <NA>       0      6   2009
## 324            0        0   <NA>  <NA>        <NA>       0      7   2006
## 328            0        0   <NA>  <NA>        <NA>       0      4   2006
## 332            0        0   <NA>  <NA>        <NA>       0      8   2007
## 333            0        0   <NA>  <NA>        <NA>       0     10   2009
## 337            0        0   <NA>  <NA>        <NA>       0      7   2007
## 338            0        0   <NA>  <NA>        <NA>       0     12   2008
## 339            0        0   <NA>  <NA>        Shed     400      5   2006
## 340          234        0   <NA>  <NA>        <NA>       0      6   2009
## 342            0        0   <NA>  <NA>        <NA>       0      9   2009
## 346            0        0   <NA>  <NA>        <NA>       0     10   2006
## 347            0        0   <NA>  <NA>        Gar2   15500      4   2007
## 348            0        0   <NA>  <NA>        <NA>       0     12   2009
## 353            0        0   <NA>  <NA>        <NA>       0      3   2008
## 355            0        0   <NA>  <NA>        <NA>       0      6   2006
## 356            0        0   <NA>  <NA>        <NA>       0      8   2007
## 357            0        0   <NA>  <NA>        <NA>       0      7   2009
## 362            0        0   <NA>  <NA>        <NA>       0      7   2008
## 367          185        0   <NA>  <NA>        <NA>       0      7   2009
## 369            0        0   <NA>  <NA>        <NA>       0      3   2010
## 370          182        0   <NA>  <NA>        <NA>       0      3   2010
## 372            0        0   <NA>  <NA>        <NA>       0      7   2008
## 374            0        0   <NA>  GdWo        <NA>       0     11   2009
## 379            0        0   <NA>  <NA>        <NA>       0      6   2010
## 381            0        0   <NA>  <NA>        <NA>       0      5   2010
## 382            0        0   <NA>  <NA>        <NA>       0      8   2006
## 387            0        0   <NA>  <NA>        <NA>       0      5   2006
## 389            0        0   <NA>  <NA>        <NA>       0      7   2008
## 391            0        0   <NA> MnPrv        <NA>       0      4   2008
## 393            0        0   <NA> MnPrv        Shed    1200      7   2007
## 395            0        0   <NA>  <NA>        <NA>       0      7   2007
## 396            0        0   <NA>  <NA>        <NA>       0      6   2010
## 397            0        0   <NA>  <NA>        <NA>       0      9   2009
## 402            0        0   <NA>  <NA>        <NA>       0      7   2006
## 406            0        0   <NA>  GdWo        <NA>       0      6   2009
## 407            0        0   <NA>  <NA>        <NA>       0      3   2008
## 411            0        0   <NA>  <NA>        <NA>       0      6   2009
## 413            0        0   <NA>  <NA>        <NA>       0      6   2010
## 416            0        0   <NA>  <NA>        <NA>       0      8   2007
## 419            0        0   <NA>  <NA>        <NA>       0      4   2007
## 420            0        0   <NA>  <NA>        <NA>       0      7   2010
## 422            0        0   <NA>  <NA>        <NA>       0      6   2009
## 423            0        0   <NA>  <NA>        <NA>       0      2   2008
## 425            0        0   <NA>  <NA>        <NA>       0      5   2008
## 428            0        0   <NA>  <NA>        <NA>       0      7   2008
## 429            0        0   <NA>  <NA>        <NA>       0      9   2007
## 430            0        0   <NA>  <NA>        <NA>       0      3   2009
## 432            0        0   <NA> MnPrv        <NA>       0      9   2008
## 437            0        0   <NA>  <NA>        <NA>       0     10   2006
## 440            0        0   <NA> GdPrv        Shed     800      8   2009
## 441          170        0   <NA>  <NA>        <NA>       0      4   2009
## 443            0        0   <NA>  <NA>        <NA>       0      6   2008
## 446            0        0   <NA> MnPrv        <NA>       0     11   2009
## 447            0        0   <NA>  <NA>        <NA>       0      6   2010
## 449            0        0   <NA>  <NA>        <NA>       0      6   2006
## 450            0        0   <NA>  <NA>        <NA>       0      6   2007
## 452            0        0   <NA>  <NA>        <NA>       0     12   2006
## 456            0        0   <NA>  <NA>        <NA>       0      9   2007
## 458            0        0   <NA>  <NA>        <NA>       0      3   2008
## 460            0        0   <NA>  <NA>        <NA>       0      7   2009
## 463            0        0   <NA>  GdWo        <NA>       0     12   2009
## 465            0        0   <NA>  <NA>        <NA>       0      8   2009
## 467          176        0   <NA>  GdWo        <NA>       0      4   2007
## 469            0        0   <NA>  <NA>        <NA>       0      5   2007
## 474            0        0   <NA>  <NA>        <NA>       0      7   2007
## 476          192        0   <NA>  <NA>        <NA>       0      7   2007
## 477            0        0   <NA>  <NA>        <NA>       0      4   2008
## 479            0        0   <NA>  <NA>        <NA>       0      9   2009
## 481            0        0   <NA>  <NA>        <NA>       0      3   2006
## 482            0        0   <NA>  <NA>        <NA>       0      8   2006
## 485            0        0   <NA>  <NA>        <NA>       0      3   2007
## 486            0        0   <NA>  <NA>        <NA>       0      7   2009
## 487            0        0   <NA>  <NA>        <NA>       0      6   2007
## 488          180        0   <NA>  <NA>        <NA>       0      2   2007
## 492            0        0   <NA> MnPrv        <NA>       0      8   2006
## 494            0        0   <NA>  <NA>        <NA>       0      6   2008
## 497            0        0   <NA>  <NA>        <NA>       0      5   2007
## 498            0        0   <NA> GdPrv        <NA>       0      6   2008
## 499            0        0   <NA> MnPrv        <NA>       0      6   2009
## 500            0        0   <NA>  MnWw        Shed     480      6   2007
## 503            0        0   <NA> GdPrv        Shed     400      4   2007
## 504          161        0   <NA>  GdWo        <NA>       0      3   2010
## 508            0        0   <NA>  <NA>        <NA>       0      9   2009
## 510            0        0   <NA> MnPrv        <NA>       0      7   2009
## 511          168        0   <NA>  <NA>        Shed    2000      6   2009
## 513            0        0   <NA>  <NA>        <NA>       0      7   2006
## 514            0        0   <NA>  <NA>        <NA>       0      6   2007
## 516            0        0   <NA>  <NA>        <NA>       0      9   2009
## 522            0        0   <NA>  <NA>        <NA>       0      5   2007
## 523            0        0   <NA>  <NA>        <NA>       0     10   2006
## 526            0        0   <NA>  <NA>        <NA>       0      4   2006
## 527            0        0   <NA>  <NA>        <NA>       0      6   2007
## 530            0        0   <NA>  <NA>        <NA>       0      3   2007
## 533            0        0   <NA>  <NA>        <NA>       0      4   2010
## 534            0        0   <NA>  <NA>        <NA>       0      1   2007
## 538            0        0   <NA>  MnWw        <NA>       0      4   2008
## 539            0        0   <NA>  <NA>        <NA>       0      7   2006
## 540            0        0   <NA> MnPrv        Shed    2000      5   2010
## 541            0        0   <NA>  <NA>        <NA>       0      3   2009
## 543            0        0   <NA>  <NA>        <NA>       0      6   2009
## 546            0        0   <NA>  <NA>        <NA>       0      2   2006
## 547            0        0   <NA>  <NA>        <NA>       0      5   2007
## 549            0        0   <NA> MnPrv        <NA>       0      6   2008
## 552            0        0   <NA>  <NA>        <NA>       0      6   2008
## 553            0        0   <NA>  <NA>        <NA>       0      7   2009
## 554            0        0   <NA> MnPrv        <NA>       0      5   2009
## 557          122        0   <NA>  MnWw        <NA>       0      5   2006
## 558            0        0   <NA>  <NA>        <NA>       0      9   2006
## 561           95        0   <NA>  <NA>        <NA>       0      5   2010
## 562            0        0   <NA>  <NA>        <NA>       0      4   2006
## 564          144        0   <NA>  <NA>        <NA>       0      7   2008
## 568            0        0   <NA>  <NA>        <NA>       0      3   2010
## 569            0        0   <NA>  <NA>        <NA>       0      9   2009
## 572            0        0   <NA>  <NA>        <NA>       0     10   2006
## 576            0        0   <NA>  <NA>        <NA>       0     10   2008
## 577            0        0   <NA>  <NA>        <NA>       0      8   2009
## 580            0        0   <NA>  <NA>        <NA>       0     11   2008
## 581            0        0   <NA>  <NA>        <NA>       0      6   2007
## 582            0        0   <NA>  <NA>        <NA>       0      8   2009
## 585          120        0   <NA>  <NA>        <NA>       0      7   2009
## 586            0        0   <NA>  <NA>        <NA>       0      3   2006
## 589           60        0   <NA>  <NA>        <NA>       0      6   2009
## 593            0        0   <NA>  <NA>        <NA>       0      6   2008
## 595            0        0   <NA> MnPrv        <NA>       0      4   2008
## 596          120        0   <NA>  <NA>        <NA>       0      8   2006
## 599            0        0   <NA>  <NA>        <NA>       0      3   2006
## 602          126        0   <NA>  <NA>        <NA>       0     12   2007
## 605            0        0   <NA>  <NA>        <NA>       0      9   2008
## 607            0        0   <NA> GdPrv        <NA>       0     11   2009
## 608            0        0   <NA>  <NA>        <NA>       0      8   2006
## 610            0        0   <NA>  <NA>        <NA>       0      4   2007
## 614            0        0   <NA>  <NA>        <NA>       0     12   2007
## 619          260        0   <NA>  <NA>        <NA>       0      7   2007
## 623            0        0   <NA>  <NA>        <NA>       0      7   2009
## 626          385        0   <NA>  <NA>        <NA>       0      2   2010
## 627            0        0   <NA>  GdWo        Shed     600      8   2007
## 633            0        0   <NA>  <NA>        <NA>       0      4   2009
## 634            0        0   <NA>  <NA>        <NA>       0      7   2007
## 645            0        0   <NA>  <NA>        <NA>       0     10   2009
## 646            0        0   <NA>  <NA>        <NA>       0      3   2007
## 647            0        0   <NA>  <NA>        <NA>       0      7   2008
## 648          287        0   <NA>  <NA>        <NA>       0      6   2008
## 654            0        0   <NA> MnPrv        <NA>       0      6   2008
## 655            0        0   <NA>  <NA>        <NA>       0      8   2008
## 657            0        0   <NA> MnPrv        <NA>       0      8   2008
## 659            0        0   <NA>  <NA>        <NA>       0      1   2010
## 660            0        0   <NA> MnPrv        <NA>       0      3   2009
## 663            0        0   <NA>  <NA>        <NA>       0      7   2009
## 665            0        0   <NA>  <NA>        <NA>       0      1   2006
## 668            0        0   <NA>  <NA>        <NA>       0     10   2008
## 669            0        0   <NA>  <NA>        <NA>       0     11   2006
## 673            0        0   <NA>  <NA>        <NA>       0      6   2006
## 674          200        0   <NA>  <NA>        <NA>       0      6   2007
## 675            0        0   <NA>  <NA>        <NA>       0      7   2008
## 679            0        0   <NA>  <NA>        <NA>       0      7   2009
## 680            0        0   <NA>  <NA>        <NA>       0     10   2007
## 682            0        0   <NA>  <NA>        <NA>       0      7   2009
## 684            0        0   <NA>  <NA>        <NA>       0      7   2007
## 689            0        0   <NA>  <NA>        <NA>       0     10   2007
## 695            0        0   <NA> MnPrv        <NA>       0      4   2009
## 696            0        0   <NA>  <NA>        <NA>       0      7   2006
## 698            0        0   <NA>  <NA>        <NA>       0      9   2006
## 699            0        0   <NA> MnPrv        <NA>       0      4   2010
## 701            0        0   <NA>  <NA>        <NA>       0      5   2006
## 702            0        0   <NA>  <NA>        <NA>       0      7   2006
## 705            0        0   <NA>  <NA>        <NA>       0      5   2010
## 707            0        0   <NA>  <NA>        <NA>       0      6   2007
## 710            0        0   <NA> MnPrv        <NA>       0     12   2008
## 712            0        0   <NA>  <NA>        <NA>       0      1   2010
## 716            0        0   <NA> MnPrv        <NA>       0      8   2009
## 718            0        0   <NA> MnPrv        <NA>       0     11   2008
## 720            0        0   <NA>  <NA>        <NA>       0      5   2006
## 723            0        0   <NA>  <NA>        <NA>       0      7   2009
## 724          156        0   <NA>  <NA>        <NA>       0      5   2008
## 725            0        0   <NA>  <NA>        <NA>       0      2   2009
## 726            0        0   <NA>  <NA>        Shed     500     11   2009
## 727            0        0   <NA>  <NA>        <NA>       0     12   2009
## 728            0        0   <NA>  <NA>        <NA>       0      2   2009
## 734            0        0   <NA>  GdWo        Shed     400      3   2009
## 735            0        0   <NA>  <NA>        <NA>       0      5   2007
## 742            0        0   <NA> GdPrv        <NA>       0      5   2008
## 743            0        0   <NA> GdPrv        <NA>       0     12   2007
## 749            0        0   <NA>  <NA>        <NA>       0      3   2010
## 750            0        0   <NA>  <NA>        <NA>       0      4   2009
## 751            0        0   <NA>  <NA>        <NA>       0      6   2010
## 753            0        0   <NA>  <NA>        <NA>       0      7   2006
## 755            0        0   <NA>  <NA>        <NA>       0      7   2009
## 761            0        0   <NA>  <NA>        Shed     450     10   2009
## 766            0        0   <NA>  <NA>        <NA>       0      8   2008
## 768            0        0   <NA>  <NA>        Shed    1300      7   2008
## 769            0        0   <NA>  <NA>        <NA>       0     10   2006
## 772            0        0   <NA>  <NA>        <NA>       0      4   2006
## 774            0        0   <NA>  <NA>        <NA>       0      7   2007
## 775            0        0   <NA>  <NA>        <NA>       0      7   2007
## 777            0        0   <NA>  <NA>        <NA>       0      7   2006
## 778            0        0   <NA> MnPrv        <NA>       0      6   2006
## 781            0        0   <NA>  <NA>        <NA>       0      6   2007
## 783            0        0   <NA>  <NA>        <NA>       0      6   2009
## 786          197        0   <NA>  <NA>        <NA>       0      9   2009
## 787            0        0   <NA>  <NA>        Shed    1200      6   2010
## 789            0        0   <NA>  <NA>        <NA>       0      8   2008
## 794            0        0   <NA>  <NA>        <NA>       0      6   2007
## 797            0        0   <NA> MnPrv        <NA>       0      4   2007
## 798            0        0   <NA>  <NA>        <NA>       0      4   2008
## 800            0        0   <NA> MnPrv        <NA>       0      6   2007
## 805            0        0   <NA>  GdWo        <NA>       0      6   2006
## 806            0        0   <NA>  <NA>        <NA>       0      7   2008
## 811            0      648     Fa GdPrv        <NA>       0      1   2006
## 813            0        0   <NA>  <NA>        Shed      54      6   2010
## 814            0        0   <NA>  <NA>        Shed     500      4   2007
## 815            0        0   <NA>  <NA>        <NA>       0      7   2006
## 816            0        0   <NA>  <NA>        <NA>       0      5   2010
## 817            0        0   <NA>  <NA>        <NA>       0      7   2006
## 818            0        0   <NA>  <NA>        <NA>       0      7   2008
## 822            0        0   <NA>  <NA>        <NA>       0      2   2009
## 824            0        0   <NA>  GdWo        <NA>       0      7   2009
## 825            0        0   <NA>  <NA>        <NA>       0      6   2006
## 826            0        0   <NA>  <NA>        <NA>       0      6   2008
## 828            0        0   <NA>  <NA>        <NA>       0      4   2009
## 831          192        0   <NA>  <NA>        <NA>       0      6   2008
## 834          152        0   <NA>  <NA>        <NA>       0      2   2009
## 835            0        0   <NA>  GdWo        <NA>       0      9   2008
## 836            0        0   <NA>  <NA>        <NA>       0      2   2010
## 839            0        0   <NA>  <NA>        <NA>       0      6   2008
## 840            0        0   <NA>  <NA>        <NA>       0      5   2008
## 845            0        0   <NA>  <NA>        <NA>       0      6   2008
## 848            0        0   <NA>  <NA>        <NA>       0      8   2009
## 849          175        0   <NA>  <NA>        <NA>       0      9   2008
## 855          312        0   <NA>  <NA>        <NA>       0      7   2006
## 856            0        0   <NA>  <NA>        <NA>       0      4   2010
## 859            0        0   <NA> MnPrv        <NA>       0      6   2009
## 861            0        0   <NA> GdPrv        <NA>       0      6   2007
## 863            0        0   <NA> GdPrv        <NA>       0      5   2010
## 864            0        0   <NA> GdPrv        <NA>       0      7   2009
## 865            0        0   <NA>  <NA>        <NA>       0      5   2008
## 866            0        0   <NA> MnPrv        <NA>       0      8   2009
## 867            0        0   <NA>  <NA>        <NA>       0     11   2007
## 868            0        0   <NA>  <NA>        Shed     400      5   2007
## 871            0        0   <NA>  <NA>        <NA>       0      8   2009
## 873            0        0   <NA>  GdWo        <NA>       0     10   2008
## 875            0        0   <NA>  <NA>        <NA>       0      8   2009
## 877            0        0   <NA>  <NA>        <NA>       0      1   2007
## 880            0        0   <NA>  GdWo        <NA>       0      7   2009
## 881            0        0   <NA>  <NA>        <NA>       0      6   2007
## 882            0        0   <NA>  <NA>        <NA>       0      4   2007
## 885            0        0   <NA>  GdWo        <NA>       0      7   2009
## 888          265        0   <NA>  <NA>        <NA>       0      4   2008
## 889          224        0   <NA>  <NA>        <NA>       0     10   2007
## 890            0        0   <NA>  <NA>        <NA>       0      2   2009
## 891            0        0   <NA> MnPrv        Shed    2000      7   2007
## 893            0        0   <NA> MnPrv        <NA>       0      2   2006
## 894            0        0   <NA> GdPrv        <NA>       0      6   2008
## 899            0        0   <NA>  <NA>        <NA>       0      3   2010
## 900            0        0   <NA>  <NA>        <NA>       0      6   2006
## 901            0        0   <NA>  <NA>        <NA>       0      6   2007
## 902            0        0   <NA>  <NA>        <NA>       0      5   2009
## 904            0        0   <NA>  <NA>        <NA>       0      8   2006
## 905            0        0   <NA> MnPrv        <NA>       0      8   2007
## 906            0        0   <NA> MnPrv        <NA>       0      2   2010
## 907            0        0   <NA>  <NA>        <NA>       0      6   2007
## 908          322        0   <NA>  <NA>        <NA>       0      6   2006
## 909            0        0   <NA> MnPrv        <NA>       0      6   2006
## 912            0        0   <NA>  <NA>        <NA>       0     10   2009
## 917            0        0   <NA>  <NA>        <NA>       0     10   2006
## 918            0        0   <NA>  <NA>        <NA>       0      4   2009
## 920          190        0   <NA>  <NA>        <NA>       0      5   2008
## 923            0        0   <NA>  <NA>        <NA>       0     10   2006
## 925            0        0   <NA>  <NA>        <NA>       0      5   2006
## 926            0        0   <NA>  <NA>        <NA>       0      3   2008
## 929            0        0   <NA>  <NA>        <NA>       0      6   2009
## 931            0        0   <NA>  <NA>        <NA>       0      7   2009
## 932            0        0   <NA>  GdWo        <NA>       0      7   2009
## 933            0        0   <NA>  <NA>        <NA>       0      3   2007
## 934            0        0   <NA>  <NA>        <NA>       0      8   2009
## 935            0        0   <NA>  <NA>        <NA>       0     11   2008
## 937            0        0   <NA>  <NA>        <NA>       0      8   2009
## 945          233        0   <NA>  <NA>        <NA>       0      1   2009
## 946            0        0   <NA>  MnWw        <NA>       0      9   2009
## 948            0        0   <NA>  <NA>        <NA>       0     11   2007
## 950            0        0   <NA>  <NA>        <NA>       0      3   2010
## 951            0        0   <NA>  <NA>        <NA>       0      7   2007
## 952            0        0   <NA> MnPrv        <NA>       0      7   2006
## 958            0        0   <NA>  <NA>        <NA>       0      4   2007
## 959            0        0   <NA>  <NA>        <NA>       0     10   2007
## 961            0        0   <NA>  <NA>        <NA>       0      2   2010
## 964            0        0   <NA>  <NA>        <NA>       0      5   2009
## 967            0        0   <NA>  <NA>        <NA>       0      6   2009
## 968            0        0   <NA>  <NA>        <NA>       0      7   2008
## 969            0        0   <NA>  GdWo        <NA>       0      5   2009
## 971            0        0   <NA>  <NA>        <NA>       0     12   2006
## 974            0        0   <NA>  <NA>        <NA>       0     12   2008
## 979            0        0   <NA>  <NA>        <NA>       0      5   2007
## 980            0        0   <NA> MnPrv        <NA>       0      6   2009
## 983            0        0   <NA>  <NA>        <NA>       0      3   2008
## 987            0        0   <NA>  <NA>        <NA>       0      6   2006
## 988            0        0   <NA>  <NA>        <NA>       0      4   2010
## 995            0        0   <NA>  <NA>        <NA>       0      7   2009
## 996           63        0   <NA> MnPrv        <NA>       0      8   2006
## 997            0        0   <NA>  <NA>        <NA>       0      1   2006
## 998            0        0   <NA>  <NA>        <NA>       0      2   2009
## 1000           0        0   <NA>  <NA>        <NA>       0      2   2010
## 1001           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1003           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1007         147        0   <NA>  <NA>        <NA>       0      3   2007
## 1009         180        0   <NA>  <NA>        <NA>       0      4   2009
## 1010           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1011           0        0   <NA>  <NA>        <NA>       0      8   2008
## 1015           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1017           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1021           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1022           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1023           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1025           0        0   <NA>  <NA>        <NA>       0      5   2008
## 1026           0        0   <NA> MnPrv        <NA>       0      3   2007
## 1027         143        0   <NA>  <NA>        <NA>       0      4   2010
## 1028           0        0   <NA>  <NA>        <NA>       0      4   2008
## 1029           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1034           0        0   <NA>  <NA>        <NA>       0      2   2006
## 1036           0        0   <NA>  <NA>        <NA>       0      1   2009
## 1037           0        0   <NA>  <NA>        <NA>       0      9   2009
## 1041           0        0   <NA> GdPrv        <NA>       0      1   2006
## 1045           0        0   <NA> MnPrv        <NA>       0      7   2009
## 1046           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1048           0        0   <NA>  <NA>        <NA>       0      2   2008
## 1049           0        0   <NA> GdPrv        <NA>       0     11   2009
## 1050           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1051           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1052           0        0   <NA>  <NA>        <NA>       0     10   2007
## 1054           0        0   <NA>  <NA>        <NA>       0      5   2010
## 1056         189        0   <NA> MnPrv        <NA>       0      5   2008
## 1060           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1065           0        0   <NA> MnPrv        <NA>       0     11   2009
## 1071         192        0   <NA>  <NA>        <NA>       0      6   2007
## 1073           0        0   <NA>  <NA>        <NA>       0      8   2006
## 1075           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1077           0        0   <NA>  <NA>        Shed     500      4   2006
## 1078           0        0   <NA>  <NA>        <NA>       0      3   2006
## 1080           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1081           0        0   <NA>  <NA>        <NA>       0     10   2008
## 1082           0        0   <NA> MnPrv        <NA>       0      6   2010
## 1083           0        0   <NA>  <NA>        <NA>       0      9   2007
## 1084           0        0   <NA> MnPrv        Shed     700      3   2006
## 1093           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1094           0        0   <NA> MnPrv        <NA>       0     10   2006
## 1095         160        0   <NA>  <NA>        <NA>       0      5   2010
## 1096           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1099           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1100           0        0   <NA>  <NA>        <NA>       0      4   2009
## 1102           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1103           0        0   <NA>  MnWw        <NA>       0      4   2007
## 1104           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1107           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1110           0        0   <NA>  <NA>        <NA>       0      3   2009
## 1113           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1114           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1115           0        0   <NA> MnPrv        <NA>       0      8   2006
## 1116           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1118           0        0   <NA>  <NA>        <NA>       0      5   2008
## 1120           0        0   <NA>  GdWo        <NA>       0      7   2006
## 1122           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1123         160        0   <NA> MnPrv        <NA>       0     10   2009
## 1124           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1126           0        0   <NA>  <NA>        <NA>       0     11   2009
## 1128           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1131           0        0   <NA> MnPrv        <NA>       0     12   2009
## 1132           0        0   <NA> MnPrv        <NA>       0      9   2007
## 1137           0        0   <NA>  <NA>        <NA>       0      4   2008
## 1138           0        0   <NA>  <NA>        <NA>       0      5   2010
## 1139           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1141           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1144           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1146           0        0   <NA>  <NA>        <NA>       0      8   2006
## 1147           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1149           0        0   <NA>  <NA>        <NA>       0      8   2008
## 1151           0        0   <NA> GdPrv        <NA>       0     11   2007
## 1152         100        0   <NA>  <NA>        <NA>       0     11   2006
## 1153           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1156         180        0   <NA>  <NA>        <NA>       0      7   2007
## 1159           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1162           0        0   <NA>  <NA>        <NA>       0     11   2008
## 1163           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1166           0        0   <NA>  <NA>        <NA>       0      9   2009
## 1167           0        0   <NA>  <NA>        <NA>       0      2   2010
## 1172         288        0   <NA>  <NA>        Shed    1400     11   2008
## 1174           0        0   <NA> MnPrv        <NA>       0      3   2007
## 1176           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1177           0        0   <NA> MnPrv        <NA>       0     10   2008
## 1178           0        0   <NA>  <NA>        <NA>       0     12   2009
## 1179           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1180           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1185         263        0   <NA>  <NA>        <NA>       0      5   2007
## 1186           0        0   <NA>  <NA>        <NA>       0      3   2006
## 1188           0        0   <NA> GdPrv        <NA>       0      7   2006
## 1193           0        0   <NA>  GdWo        <NA>       0      7   2007
## 1199           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1200           0        0   <NA>  <NA>        <NA>       0     10   2006
## 1201           0        0   <NA>  <NA>        Shed       0      7   2006
## 1203           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1204           0        0   <NA>  <NA>        <NA>       0     10   2009
## 1205           0        0   <NA> MnPrv        <NA>       0      7   2006
## 1206           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1207           0        0   <NA> MnPrv        <NA>       0     11   2006
## 1208           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1209           0        0   <NA>  <NA>        <NA>       0     10   2008
## 1210           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1212           0        0   <NA>  <NA>        <NA>       0      6   2010
## 1216           0        0   <NA> MnPrv        <NA>       0      5   2007
## 1218           0        0   <NA>  <NA>        <NA>       0      9   2009
## 1219           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1221           0        0   <NA>  <NA>        <NA>       0     11   2006
## 1222           0        0   <NA>  <NA>        <NA>       0      8   2008
## 1223           0        0   <NA>  GdWo        <NA>       0      1   2007
## 1224           0        0   <NA> MnPrv        <NA>       0     10   2006
## 1228           0        0   <NA>  <NA>        <NA>       0     12   2008
## 1234           0        0   <NA> MnPrv        <NA>       0      5   2010
## 1239           0        0   <NA>  <NA>        <NA>       0      3   2006
## 1240           0        0   <NA>  <NA>        <NA>       0     12   2007
## 1242           0        0   <NA>  <NA>        <NA>       0      6   2007
## 1244           0        0   <NA>  <NA>        <NA>       0      9   2006
## 1250           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1251           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1253           0        0   <NA>  GdWo        Shed     600     11   2009
## 1256         120        0   <NA>  <NA>        <NA>       0     11   2007
## 1257           0        0   <NA>  <NA>        <NA>       0      8   2008
## 1260          80        0   <NA>  <NA>        <NA>       0      7   2008
## 1262           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1263           0        0   <NA>  <NA>        <NA>       0     11   2009
## 1268           0        0   <NA>  <NA>        <NA>       0      5   2010
## 1269           0        0   <NA>  GdWo        <NA>       0      5   2008
## 1270           0        0   <NA>  GdWo        <NA>       0      7   2007
## 1272           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1273           0        0   <NA> MnPrv        <NA>       0     11   2006
## 1275           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1280           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1281           0        0   <NA>  <NA>        <NA>       0      3   2009
## 1282          90        0   <NA>  <NA>        <NA>       0      7   2006
## 1283         288        0   <NA>  <NA>        <NA>       0      9   2009
## 1285         116        0   <NA>  <NA>        <NA>       0      3   2010
## 1286           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1287           0        0   <NA>  <NA>        <NA>       0      6   2010
## 1288           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1295           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1296           0        0   <NA>  GdWo        <NA>       0     11   2006
## 1297           0        0   <NA> MnPrv        <NA>       0     12   2008
## 1300           0        0   <NA> GdPrv        <NA>       0      5   2010
## 1304           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1306           0        0   <NA>  <NA>        <NA>       0     11   2009
## 1308           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1309           0        0   <NA>  GdWo        <NA>       0      5   2008
## 1310           0        0   <NA>  GdWo        <NA>       0      6   2008
## 1311           0        0   <NA>  <NA>        <NA>       0      5   2010
## 1312           0        0   <NA>  <NA>        <NA>       0      1   2007
## 1315           0        0   <NA>  <NA>        <NA>       0     10   2007
## 1317           0        0   <NA>  <NA>        <NA>       0      1   2009
## 1319           0        0   <NA>  <NA>        <NA>       0      8   2006
## 1320           0        0   <NA>  <NA>        <NA>       0      2   2007
## 1321         216        0   <NA>  <NA>        <NA>       0      6   2009
## 1322           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1325           0        0   <NA>  <NA>        <NA>       0      2   2007
## 1328           0        0   <NA> MnPrv        <NA>       0     10   2008
## 1329         480        0   <NA> MnPrv        Shed    1150      6   2008
## 1331           0        0   <NA>  <NA>        <NA>       0     12   2007
## 1333           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1334           0        0   <NA> MnPrv        <NA>       0      7   2006
## 1336           0        0   <NA>  <NA>        <NA>       0      4   2009
## 1340           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1341           0        0   <NA>  GdWo        <NA>       0      6   2007
## 1342           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1344           0        0   <NA>  <NA>        <NA>       0      3   2009
## 1347           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1348           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1349           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1353           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1354           0        0   <NA>  <NA>        <NA>       0      3   2010
## 1357           0        0   <NA>  GdWo        <NA>       0     10   2008
## 1358           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1360           0        0   <NA>  <NA>        <NA>       0      9   2006
## 1362           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1363           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1370           0        0   <NA>  <NA>        <NA>       0      5   2010
## 1371           0        0   <NA>  <NA>        <NA>       0     10   2009
## 1374           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1376           0        0   <NA>  <NA>        <NA>       0     12   2007
## 1378           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1382           0        0   <NA>  <NA>        <NA>       0      5   2008
## 1385           0        0   <NA> MnPrv        <NA>       0     10   2009
## 1386           0        0   <NA> MnPrv        <NA>       0      5   2010
## 1388           0        0   <NA>  GdWo        <NA>       0      8   2007
## 1389           0        0   <NA>  <NA>        <NA>       0     10   2009
## 1390           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1391           0        0   <NA>  <NA>        <NA>       0      9   2006
## 1397           0        0   <NA>  <NA>        <NA>       0      6   2010
## 1399           0        0   <NA> GdPrv        <NA>       0      5   2009
## 1400           0        0   <NA> MnPrv        <NA>       0     10   2009
## 1401           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1403           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1404           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1405           0        0   <NA> MnPrv        <NA>       0      1   2006
## 1408           0        0   <NA> MnPrv        <NA>       0      3   2009
## 1412           0        0   <NA> MnPrv        <NA>       0      9   2009
## 1414           0        0   <NA>  <NA>        <NA>       0      9   2009
## 1415         220        0   <NA>  <NA>        <NA>       0      6   2008
## 1419           0        0   <NA>  <NA>        <NA>       0      8   2008
## 1420           0        0   <NA>  <NA>        <NA>       0     12   2006
## 1425           0        0   <NA>  GdWo        <NA>       0      6   2007
## 1426           0        0   <NA>  <NA>        <NA>       0     10   2008
## 1428           0        0   <NA>  <NA>        <NA>       0      4   2008
## 1430           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1435           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1436           0        0   <NA> GdPrv        <NA>       0      7   2008
## 1437           0        0   <NA>  GdWo        <NA>       0      5   2007
## 1438           0        0   <NA>  <NA>        <NA>       0     11   2008
## 1439           0        0   <NA> MnPrv        <NA>       0      4   2010
## 1445           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1447           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1449           0        0   <NA>  GdWo        <NA>       0      5   2007
## 1452           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1454           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1455           0        0   <NA>  <NA>        <NA>       0     10   2009
## 1457           0        0   <NA> MnPrv        <NA>       0      2   2010
## 1459           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1460           0        0   <NA>  <NA>        <NA>       0      6   2008
##      SaleType SaleCondition SalePrice
## 2          WD        Normal    181500
## 6          WD        Normal    143000
## 7          WD        Normal    307000
## 9          WD       Abnorml    129900
## 11         WD        Normal    129500
## 13         WD        Normal    144000
## 14        New       Partial    279500
## 15         WD        Normal    157000
## 17         WD        Normal    149000
## 19         WD        Normal    159000
## 20        COD       Abnorml    139000
## 23         WD        Normal    230000
## 25         WD        Normal    154000
## 26         WD        Normal    256300
## 27         WD        Normal    134800
## 28         WD        Normal    306000
## 29         WD        Normal    207500
## 32         WD        Normal    149350
## 33         WD        Normal    179900
## 34         WD        Normal    165500
## 37         WD        Normal    145000
## 38         WD        Normal    153000
## 39         WD       Abnorml    109000
## 41         WD       Abnorml    160000
## 42         WD        Normal    170000
## 44         WD        Normal    130250
## 45         WD        Normal    141000
## 47         WD       Abnorml    239686
## 48         WD        Normal    249700
## 50         WD        Normal    127000
## 52         WD        Normal    114500
## 54         WD        Normal    385000
## 56         WD        Normal    180500
## 60         WD        Normal    124900
## 61        New       Partial    158000
## 67         WD        Normal    180000
## 68         WD        Normal    226000
## 70         WD        Normal    225000
## 71         WD        Normal    244000
## 72         WD        Normal    129500
## 74         WD        Normal    144900
## 75         WD        Normal    107400
## 77         WD        Normal    135750
## 78         WD        Normal    127000
## 80         WD        Normal    110000
## 83         WD        Normal    245000
## 84        COD        Normal    126500
## 89      ConLD       Abnorml     85000
## 90         WD        Normal    123600
## 91         WD        Normal    109900
## 92         WD       Abnorml     98600
## 97         WD        Normal    214000
## 98         WD        Normal     94750
## 100        WD        Normal    128950
## 101        WD        Normal    205000
## 104        WD        Normal    198900
## 105        WD        Normal    169500
## 108        WD       Partial    115000
## 109        WD        Normal    115000
## 110       COD        Normal    190000
## 111        WD        Normal    136900
## 114       COD       Abnorml    217000
## 117        WD        Normal    139000
## 118       New       Partial    155000
## 122        WD        Normal    100000
## 123        WD        Normal    136000
## 125        WD        Normal    181000
## 130        WD       Abnorml    150000
## 133        WD        Normal    150750
## 134        WD        Normal    220000
## 135        WD        Normal    180000
## 136        WD        Normal    174000
## 137        WD        Normal    143000
## 141     ConLI        Normal    115000
## 142        WD        Normal    260000
## 143        WD        Normal    166000
## 144        WD        Normal    204000
## 149        WD        Normal    141000
## 150        WD        Normal    115000
## 151        WD        Normal    122000
## 152       New       Partial    372402
## 154        WD        Normal    235000
## 156        WD        Normal     79000
## 157        WD        Normal    109500
## 161        WD        Normal    162500
## 163       New       Partial    220000
## 167       COD        Normal    190000
## 170        WD        Normal    228000
## 171        WD        Normal    128500
## 172        WD        Normal    215000
## 174       COD        Normal    163000
## 175        WD        Normal    184000
## 176        WD        Normal    243000
## 178        WD        Normal    172500
## 179       New       Partial    501837
## 183        WD        Normal    120000
## 184        WD        Normal    200000
## 185        WD        Normal    127000
## 188        WD        Normal    135000
## 193        WD        Normal    192000
## 195        WD        Normal    127000
## 197       New       Partial    311872
## 200        WD        Normal    274900
## 201        WD        Normal    140000
## 202        WD        Normal    171500
## 203       COD        Normal    112000
## 205        WD        Normal    110000
## 206        WD        Normal    180500
## 207        WD        Normal    143900
## 208        WD        Normal    141000
## 210        WD        Normal    145000
## 212        WD        Normal    186000
## 214        WD        Normal    156000
## 216        WD        Normal    134450
## 217        WD        Normal    210000
## 219        WD        Normal    311500
## 221       New       Partial    204900
## 224        WD       Abnorml     97000
## 225        WD        Normal    386250
## 229        WD        Normal    125000
## 231        WD        Normal    148000
## 234        WD        Normal    128200
## 237        WD        Normal    185500
## 239       New       Partial    318000
## 240        WD        Normal    113000
## 241        WD        Normal    262500
## 243        WD        Normal     79000
## 246        WD        Normal    241500
## 248        WD        Normal    140000
## 250        WD        Normal    277000
## 255        WD        Normal    145000
## 258        WD       Abnorml    220000
## 260        WD        Normal     97000
## 264        WD        Normal    130000
## 266        WD        Normal    175500
## 270        WD        Normal    148000
## 272        WD        Normal    241500
## 274        WD        Normal    139000
## 275        WD        Normal    124500
## 276        WD        Normal    205000
## 277        WD        Normal    201000
## 278        WD        Normal    141000
## 279       New       Partial    415298
## 282       New       Partial    185000
## 284       New       Partial    244600
## 287        WD        Normal    159000
## 288        WD        Normal     88000
## 289        WD        Normal    122000
## 293        WD        Normal    131000
## 295        WD        Normal    167000
## 297        WD        Normal    152000
## 300        WD        Family    158500
## 303        WD        Normal    205000
## 304        WD       Abnorml    149900
## 306        WD        Normal    305900
## 308        WD        Normal     89500
## 310        WD        Normal    360000
## 312        WD        Normal    132000
## 314        WD        Normal    375000
## 324        WD        Normal    126175
## 328        WD        Normal    145250
## 332        WD        Normal    139000
## 333        WD        Normal    284000
## 337        WD        Normal    377426
## 338        WD        Normal    214000
## 339        WD        Normal    202500
## 340        WD        Normal    155000
## 342        WD        Normal     82000
## 346        WD        Normal    140200
## 347        WD        Normal    151500
## 348        WD        Normal    157500
## 353     ConLw        Normal     95000
## 355        WD        Normal    140000
## 356        WD        Normal    177500
## 357        WD        Normal    173000
## 362        WD        Normal    145000
## 367        WD        Normal    159000
## 369        WD        Normal    132000
## 370        WD        Normal    162000
## 372        WD        Normal    134432
## 374        WD        Normal    123000
## 379       New       Partial    394432
## 381        WD        Normal    127000
## 382       New       Partial    187750
## 387        WD       AdjLand     81000
## 389        WD        Normal    191000
## 391        WD        Normal    119000
## 393        WD        Normal    106500
## 395        WD        Normal    109000
## 396        WD        Normal    129000
## 397        WD        Normal    123000
## 402       New       Partial    164990
## 406        WD        Normal    150000
## 407        WD        Normal    115000
## 411       COD       Abnorml     60000
## 413       New       Partial    222000
## 416       New       Partial    181134
## 419        WD       AdjLand    126000
## 420        WD        Normal    142000
## 422        WD        Normal    215000
## 423        WD        Normal    113000
## 425        WD        Normal    139000
## 428        WD        Normal    109008
## 429       New       Partial    195400
## 430        WD        Normal    175000
## 432     ConLD       Abnorml     79900
## 437        WD        Normal    116000
## 440     ConLI        Normal    110000
## 441        WD        Normal    555000
## 443        WD        Normal    162900
## 446       COD        Normal    127500
## 447        WD        Normal    190000
## 449        WD        Normal    119500
## 450        WD        Normal    120000
## 452        WD        Normal    280000
## 456        WD        Normal    175500
## 458        WD        Normal    256000
## 460        WD        Normal    110000
## 463        WD        Normal     62383
## 465        WD        Normal    124000
## 467        WD        Normal    167000
## 469        WD        Normal    250000
## 474       New       Partial    440000
## 476        WD        Normal    132500
## 477        WD        Normal    208900
## 479        WD        Normal    297000
## 481        WD        Normal    326000
## 482        WD        Normal    374000
## 485        WD        Normal    132500
## 486        WD        Normal    147000
## 487        WD        Normal    156000
## 488        WD        Normal    175000
## 492        WD        Normal    133000
## 494        WD        Normal    155000
## 497        WD        Normal    430000
## 498        WD        Normal    184000
## 499        WD        Normal    130000
## 500        WD        Normal    120000
## 503        WD        Normal    140000
## 504        WD        Normal    289000
## 508       New       Partial    208300
## 510        WD        Normal    124500
## 511        WD        Normal    164900
## 513        WD        Normal    129900
## 514        WD        Normal    134000
## 516       New       Partial    402861
## 522        WD        Normal    150000
## 523        WD        Normal    159000
## 526        WD        Normal    176000
## 527        WD        Normal    132000
## 530        WD        Alloca    200624
## 533        WD        Normal    107500
## 534        WD        Normal     39300
## 538       COD        Normal    111250
## 539        WD        Normal    158000
## 540        WD        Normal    272000
## 541        WD        Normal    315000
## 543        WD        Normal    213250
## 546        WD        Normal    229000
## 547        WD        Normal    210000
## 549        WD        Normal    125000
## 552        WD        Normal    112500
## 553        WD        Normal    255500
## 554        WD        Normal    108000
## 557        WD        Normal    141000
## 558       COD        Normal    108000
## 561        WD        Normal    121500
## 562        WD        Normal    170000
## 564        WD        Normal    185000
## 568        WD        Normal    214000
## 569        WD        Normal    316600
## 572        WD       Abnorml    120000
## 576       COD       Abnorml    118500
## 577        WD        Normal    145000
## 580        WD        Normal    131500
## 581        WD        Normal    181900
## 582       New       Partial    253293
## 585        WD        Normal    133000
## 586       New       Partial    369900
## 589        WD       Partial    143000
## 593        WD        Normal    138000
## 595        WD        Normal    110000
## 596       New       Partial    319000
## 599        WD        Normal    217500
## 602        WD        Normal    141000
## 605        WD        Normal    221000
## 607        WD        Normal    152000
## 608        WD        Normal    225000
## 610        WD        Normal    118500
## 614       New       Partial    147000
## 619       New       Partial    314813
## 623        WD        Normal    135000
## 626        WD        Normal    160000
## 627        WD        Normal    139900
## 633        WD        Family     82500
## 634        WD        Normal    139400
## 645       New       Partial    370878
## 646        WD        Normal    143250
## 647        WD        Normal     98300
## 648        WD        Normal    155000
## 654        WD        Normal    135000
## 655        WD        Normal    350000
## 657        WD        Normal    145500
## 659        WD       Abnorml     97500
## 660        WD        Normal    167000
## 663        WD        Normal    110000
## 665       New       Partial    423000
## 668        WD        Normal    193500
## 669        WD        Normal    168000
## 673        WD        Normal    165000
## 674        WD        Normal    257500
## 675        WD        Normal    140000
## 679       New       Partial    372500
## 680        WD        Normal    128500
## 682        WD       Abnorml    159434
## 684        WD        Normal    285000
## 689       New       Partial    392000
## 695        WD        Normal    141500
## 696        WD        Normal    176000
## 698        WD        Normal    123500
## 699        WD        Normal    138500
## 701        WD        Normal    312500
## 702       COD        Normal    140000
## 705        WD        Normal    213000
## 707        WD        Normal    302000
## 710        WD       Abnorml    109900
## 712        WD       Abnorml    102776
## 716        WD        Normal    165000
## 718        WD        Normal    157000
## 720        WD        Normal    128500
## 723        WD        Normal    124500
## 724        WD        Normal    135000
## 725        WD        Normal    320000
## 726        WD        Normal    120500
## 727        WD        Normal    222000
## 728        WD        Normal    194500
## 734        WD        Normal    131400
## 735        WD        Family    108000
## 742        WD        Normal    142000
## 743        WD        Normal    179000
## 749        WD        Normal    260400
## 750        WD        Normal     98000
## 751        WD        Normal     96500
## 753        WD        Normal    217000
## 755        WD        Normal    156000
## 761        WD        Normal    127500
## 766       New       Partial    264132
## 768        WD        Normal    160000
## 769        WD        Normal    216837
## 772       COD        Normal    102000
## 774       COD        Normal    114500
## 775       New       Partial    395000
## 777       New       Partial    221500
## 778        WD        Normal    142500
## 781        WD        Normal    176000
## 783        WD        Normal    187100
## 786        WD        Normal    161500
## 787        WD        Normal    139000
## 789        WD        Normal    107900
## 794       New       Partial    225000
## 797        WD        Normal    143500
## 798        WD       Abnorml    110000
## 800        WD        Normal    175000
## 805        WD        Family    118000
## 806       New       Partial    227680
## 811        WD        Normal    181000
## 813        WD        Alloca     55993
## 814       COD        Normal    157900
## 815        WD        Normal    116000
## 816        WD        Normal    224900
## 817        WD        Normal    137000
## 818        WD        Normal    271000
## 822        WD        Normal     93000
## 824        WD        Normal    139500
## 825       New       Partial    232600
## 826       New       Partial    385000
## 828        WD        Normal    189000
## 831        WD        Normal    166000
## 834        WD        Normal    167000
## 835        WD        Normal    139950
## 836        WD        Normal    128000
## 839        WD        Normal    144000
## 840        WD        Normal    130500
## 845        WD        Normal    153900
## 848        WD        Normal    133500
## 849        WD        Normal    240000
## 855        WD       Abnorml    170000
## 856        WD        Normal    127000
## 859        WD        Family    152000
## 861        WD        Normal    189950
## 863        WD        Normal    152000
## 864        WD        Normal    132500
## 865       New       Partial    250580
## 866        WD        Normal    148500
## 867       New       Partial    248900
## 868        WD        Normal    129000
## 871        WD        Normal    109500
## 873        WD        Normal    116000
## 875        WD       Abnorml     66500
## 877        WD        Normal    132250
## 880        WD        Normal    136500
## 881        WD        Normal    157000
## 882        WD        Normal    187500
## 885        WD        Normal    100000
## 888        WD        Normal    135500
## 889        WD        Normal    268000
## 890        WD        Normal    149500
## 891        WD        Normal    122900
## 893        WD        Normal    154500
## 894        WD        Normal    165000
## 899       New       Partial    611657
## 900        WD        Normal    135000
## 901        WD        Normal    110000
## 902        WD        Normal    153000
## 904       New       Partial    240000
## 905        WD        Normal    125500
## 906        WD        Normal    128000
## 907        WD        Normal    255000
## 908        WD        Normal    250000
## 909        WD        Normal    131000
## 912        WD        Normal    143500
## 917        WD       Abnorml     35311
## 918        WD        Normal    135000
## 920        WD        Normal    176500
## 923       New       Partial    169990
## 925        WD        Normal    207500
## 926        WD       Abnorml    175000
## 929        WD        Normal    236500
## 931        WD        Normal    201000
## 932        WD        Normal    117500
## 933        WD        Normal    320000
## 934        WD        Normal    190000
## 935        WD        Normal    242000
## 937        WD        Normal    184900
## 945       COD       Abnorml    137500
## 946        WD        Normal    124900
## 948        WD        Normal    270000
## 950        WD        Normal    197500
## 951        WD        Normal    129000
## 952        WD       Abnorml    119900
## 958        WD        Normal    132000
## 959        WD        Normal    185000
## 961        WD        Normal    116500
## 964        WD        Normal    239000
## 967        WD        Normal    160000
## 968        WD        Normal    135000
## 969        WD       Abnorml     37900
## 971        WD       Abnorml    135000
## 974       New       Partial    182000
## 979        WD       Abnorml    110000
## 980        WD        Normal    139000
## 983        WD        Normal    159895
## 987        WD        Normal    117000
## 988       New       Partial    395192
## 995        WD        Normal    337500
## 996        WD       Abnorml    121600
## 997       COD        Normal    136500
## 998        WD        Normal    185000
## 1000       WD        Normal    206000
## 1001       WD        Normal     82000
## 1003       WD        Normal    232000
## 1007       WD        Normal    163500
## 1009       WD        Normal    240000
## 1010       WD        Normal    102000
## 1011       WD        Normal    135000
## 1015       WD        Normal    119200
## 1017       WD        Normal    203000
## 1021       WD        Normal    176000
## 1022      New       Partial    194000
## 1023       WD        Normal     87000
## 1025      COD       Abnorml    287000
## 1026       WD        Normal    112500
## 1027       WD        Normal    167500
## 1028      New       Partial    293077
## 1029       WD        Normal    105000
## 1034       WD        Normal    230000
## 1036       WD        Normal     84000
## 1037       WD        Normal    315500
## 1041       WD        Normal    155000
## 1045       WD        Normal    278000
## 1046       WD        Normal    139600
## 1048       WD        Normal    145000
## 1049       WD        Normal    115000
## 1050       WD       Abnorml     84900
## 1051      New       Partial    176485
## 1052      New       Partial    200141
## 1054       WD        Normal    144500
## 1056      COD       Abnorml    180000
## 1060       WD        Normal    220000
## 1065       WD        Normal    154000
## 1071       WD        Normal    135000
## 1073       WD        Normal     91500
## 1075       WD        Normal    194000
## 1077       WD        Normal    170000
## 1078       WD       Abnorml    138800
## 1080       WD        Normal    126000
## 1081      COD       Abnorml    145000
## 1082       WD        Normal    133000
## 1083       WD        Normal    192000
## 1084       WD        Normal    160000
## 1093       WD        Normal    136500
## 1094       WD        Normal    146000
## 1095       WD        Normal    129000
## 1096       WD        Normal    176432
## 1099       WD        Normal    128000
## 1100      COD       Abnorml    157000
## 1102       WD        Normal    119500
## 1103       WD        Family    135000
## 1104       WD        Normal    159500
## 1107       WD        Normal    179900
## 1110       WD        Normal    280000
## 1113       WD        Normal    129900
## 1114       WD        Normal    134500
## 1115       WD        Normal    117000
## 1116      New       Partial    318000
## 1118       WD        Normal    130000
## 1120       WD        Normal    133700
## 1122      New       Partial    212900
## 1123      COD       Abnorml    112000
## 1124       WD        Normal    118000
## 1126       WD        Normal    115000
## 1128       WD        Family    259000
## 1131       WD        Normal    135000
## 1132      Oth       Abnorml     93500
## 1137       WD       Abnorml    119000
## 1138       WD        Normal     94000
## 1139       WD        Normal    196000
## 1141      COD       Abnorml    139000
## 1144       WD        Normal     80000
## 1146       WD        Family    149000
## 1147       WD        Normal    180000
## 1149       WD        Normal    116900
## 1151       WD        Normal    124000
## 1152       WD        Normal    149900
## 1153       WD       Abnorml    230000
## 1156       WD        Normal    218000
## 1159    ConLD       Partial    235128
## 1162       WD        Normal    224000
## 1163       WD        Normal    129000
## 1166      New       Partial    233170
## 1167       WD        Normal    245350
## 1172       WD        Normal    163000
## 1174       WD        Normal    200500
## 1176       WD        Normal    285000
## 1177       WD        Normal    119500
## 1178       WD        Normal    115000
## 1179       WD        Normal    154900
## 1180       WD        Normal     93000
## 1185       WD        Normal    186700
## 1186       WD        Normal    104900
## 1188       WD        Normal    262000
## 1193       WD        Normal    125000
## 1199       WD        Normal    178000
## 1200       WD        Normal    148000
## 1201      Oth       Abnorml    116050
## 1203       WD        Normal    117000
## 1204       WD        Normal    213000
## 1205       WD        Normal    153500
## 1206       WD        Normal    271900
## 1207       WD        Normal    107000
## 1208       WD        Normal    200000
## 1209       WD        Normal    140000
## 1210      New       Partial    290000
## 1212       WD        Normal    164000
## 1216       WD        Normal    125000
## 1218      New       Partial    229456
## 1219       WD        Normal     80500
## 1221       WD       Abnorml    115000
## 1222       WD        Normal    134000
## 1223       WD        Normal    143000
## 1224       WD        Normal    137900
## 1228       WD        Normal    147000
## 1234      COD       Abnorml    142000
## 1239       WD       Abnorml    142500
## 1240       WD        Normal    265900
## 1242      New       Partial    248328
## 1244      New       Partial    465000
## 1250       WD        Normal    119000
## 1251       WD        Normal    244000
## 1253       WD        Normal    130000
## 1256       WD        Normal    127500
## 1257       WD        Normal    301500
## 1260       WD        Normal    151000
## 1262       WD        Normal    128900
## 1263       WD        Normal    161500
## 1268       WD        Normal    378500
## 1269       WD        Normal    381000
## 1270       WD        Normal    144000
## 1272       WD        Normal    185750
## 1273       WD        Normal    137000
## 1275       WD        Normal    139000
## 1280      COD       Abnorml     68400
## 1281       WD        Normal    227000
## 1282       WD        Normal    180000
## 1283       WD        Normal    150500
## 1285       WD        Normal    169000
## 1286       WD        Normal    132500
## 1287       WD        Normal    143000
## 1288       WD        Normal    190000
## 1295       WD        Normal    115000
## 1296       WD        Normal    138500
## 1297       WD        Normal    155000
## 1300       WD        Normal    154000
## 1304       WD        Normal    232000
## 1306       WD        Normal    325000
## 1308       WD        Normal    138000
## 1309       WD        Normal    147000
## 1310       WD        Normal    179200
## 1311       WD        Normal    335000
## 1312      New       Partial    203000
## 1315       WD        Normal    119000
## 1317       WD        Normal    295493
## 1319       WD        Normal    275000
## 1320       WD        Normal    111000
## 1321       WD        Normal    156500
## 1322       WD        Normal     72500
## 1325      New       Partial    147000
## 1328       WD        Normal    130500
## 1329       WD        Normal    256000
## 1331       WD        Normal    227000
## 1333       WD        Normal    100000
## 1334       WD        Normal    125500
## 1336       WD        Normal    167900
## 1340       WD        Normal    128500
## 1341       WD        Normal    123000
## 1342       WD        Normal    155000
## 1344       WD        Normal    177000
## 1347       WD        Normal    262500
## 1348      New       Partial    283463
## 1349       WD        Normal    215000
## 1353       WD        Normal    134900
## 1354       WD        Normal    410000
## 1357       WD        Normal    110000
## 1358       WD        Normal    149900
## 1360       WD        Normal    315000
## 1362       WD        Normal    260000
## 1363       WD        Normal    104900
## 1370       WD        Normal    232000
## 1371       WD        Normal    105000
## 1374       WD        Normal    466500
## 1376      New       Partial    239000
## 1378       WD        Normal    117000
## 1382       WD        Normal    237500
## 1385       WD        Normal    105000
## 1386       WD        Normal    125500
## 1388      CWD        Family    136000
## 1389       WD        Normal    377500
## 1390       WD        Normal    131000
## 1391       WD        Normal    235000
## 1397       WD        Normal    160000
## 1399       WD        Normal    138000
## 1400       WD        Normal    137450
## 1401       WD        Normal    120000
## 1403      New       Partial    193879
## 1404       WD        Normal    282922
## 1405       WD        Family    105000
## 1408       WD        Normal    112000
## 1412       WD        Normal    140000
## 1414      COD       Abnorml    257000
## 1415       WD        Normal    207000
## 1419      COD        Normal    124000
## 1420       WD        Normal    223000
## 1425       WD        Normal    144000
## 1426       WD        Normal    142000
## 1428       WD        Normal    140000
## 1430       WD        Normal    182900
## 1435       WD        Normal    160000
## 1436      COD       Abnorml    174000
## 1437       WD        Normal    120500
## 1438      New       Partial    394617
## 1439       WD        Normal    149700
## 1445       WD        Normal    179600
## 1447       WD        Normal    157900
## 1449       WD        Normal    112000
## 1452      New       Partial    287090
## 1454       WD       Abnorml     84500
## 1455       WD        Normal    185000
## 1457       WD        Normal    210000
## 1459       WD        Normal    142125
## 1460       WD        Normal    147500

Tạo dữ liệu mới từ dữ liệu có sẵn

p <- train
print(p)

##        Id MSSubClass MSZoning LotFrontage LotArea Street Alley LotShape
## 1       1         60       RL          65    8450   Pave  <NA>      Reg
## 2       2         20       RL          80    9600   Pave  <NA>      Reg
## 3       3         60       RL          68   11250   Pave  <NA>      IR1
## 4       4         70       RL          60    9550   Pave  <NA>      IR1
## 5       5         60       RL          84   14260   Pave  <NA>      IR1
## 6       6         50       RL          85   14115   Pave  <NA>      IR1
## 7       7         20       RL          75   10084   Pave  <NA>      Reg
## 8       8         60       RL          NA   10382   Pave  <NA>      IR1
## 9       9         50       RM          51    6120   Pave  <NA>      Reg
## 10     10        190       RL          50    7420   Pave  <NA>      Reg
## 11     11         20       RL          70   11200   Pave  <NA>      Reg
## 12     12         60       RL          85   11924   Pave  <NA>      IR1
## 13     13         20       RL          NA   12968   Pave  <NA>      IR2
## 14     14         20       RL          91   10652   Pave  <NA>      IR1
## 15     15         20       RL          NA   10920   Pave  <NA>      IR1
## 16     16         45       RM          51    6120   Pave  <NA>      Reg
## 17     17         20       RL          NA   11241   Pave  <NA>      IR1
## 18     18         90       RL          72   10791   Pave  <NA>      Reg
## 19     19         20       RL          66   13695   Pave  <NA>      Reg
## 20     20         20       RL          70    7560   Pave  <NA>      Reg
## 21     21         60       RL         101   14215   Pave  <NA>      IR1
## 22     22         45       RM          57    7449   Pave  Grvl      Reg
## 23     23         20       RL          75    9742   Pave  <NA>      Reg
## 24     24        120       RM          44    4224   Pave  <NA>      Reg
## 25     25         20       RL          NA    8246   Pave  <NA>      IR1
## 26     26         20       RL         110   14230   Pave  <NA>      Reg
## 27     27         20       RL          60    7200   Pave  <NA>      Reg
## 28     28         20       RL          98   11478   Pave  <NA>      Reg
## 29     29         20       RL          47   16321   Pave  <NA>      IR1
## 30     30         30       RM          60    6324   Pave  <NA>      IR1
## 31     31         70  C (all)          50    8500   Pave  Pave      Reg
## 32     32         20       RL          NA    8544   Pave  <NA>      IR1
## 33     33         20       RL          85   11049   Pave  <NA>      Reg
## 34     34         20       RL          70   10552   Pave  <NA>      IR1
## 35     35        120       RL          60    7313   Pave  <NA>      Reg
## 36     36         60       RL         108   13418   Pave  <NA>      Reg
## 37     37         20       RL         112   10859   Pave  <NA>      Reg
## 38     38         20       RL          74    8532   Pave  <NA>      Reg
## 39     39         20       RL          68    7922   Pave  <NA>      Reg
## 40     40         90       RL          65    6040   Pave  <NA>      Reg
## 41     41         20       RL          84    8658   Pave  <NA>      Reg
## 42     42         20       RL         115   16905   Pave  <NA>      Reg
## 43     43         85       RL          NA    9180   Pave  <NA>      IR1
## 44     44         20       RL          NA    9200   Pave  <NA>      IR1
## 45     45         20       RL          70    7945   Pave  <NA>      Reg
## 46     46        120       RL          61    7658   Pave  <NA>      Reg
## 47     47         50       RL          48   12822   Pave  <NA>      IR1
## 48     48         20       FV          84   11096   Pave  <NA>      Reg
## 49     49        190       RM          33    4456   Pave  <NA>      Reg
## 50     50         20       RL          66    7742   Pave  <NA>      Reg
## 51     51         60       RL          NA   13869   Pave  <NA>      IR2
## 52     52         50       RM          52    6240   Pave  <NA>      Reg
## 53     53         90       RM         110    8472   Grvl  <NA>      IR2
## 54     54         20       RL          68   50271   Pave  <NA>      IR1
## 55     55         80       RL          60    7134   Pave  <NA>      Reg
## 56     56         20       RL         100   10175   Pave  <NA>      IR1
## 57     57        160       FV          24    2645   Pave  Pave      Reg
## 58     58         60       RL          89   11645   Pave  <NA>      IR1
## 59     59         60       RL          66   13682   Pave  <NA>      IR2
## 60     60         20       RL          60    7200   Pave  <NA>      Reg
## 61     61         20       RL          63   13072   Pave  <NA>      Reg
## 62     62         75       RM          60    7200   Pave  <NA>      Reg
## 63     63        120       RL          44    6442   Pave  <NA>      IR1
## 64     64         70       RM          50   10300   Pave  <NA>      IR1
## 65     65         60       RL          NA    9375   Pave  <NA>      Reg
## 66     66         60       RL          76    9591   Pave  <NA>      Reg
## 67     67         20       RL          NA   19900   Pave  <NA>      Reg
## 68     68         20       RL          72   10665   Pave  <NA>      IR1
## 69     69         30       RM          47    4608   Pave  <NA>      Reg
## 70     70         50       RL          81   15593   Pave  <NA>      Reg
## 71     71         20       RL          95   13651   Pave  <NA>      IR1
## 72     72         20       RL          69    7599   Pave  <NA>      Reg
## 73     73         60       RL          74   10141   Pave  <NA>      IR1
## 74     74         20       RL          85   10200   Pave  <NA>      Reg
## 75     75         50       RM          60    5790   Pave  <NA>      Reg
## 76     76        180       RM          21    1596   Pave  <NA>      Reg
## 77     77         20       RL          NA    8475   Pave  <NA>      IR1
## 78     78         50       RM          50    8635   Pave  <NA>      Reg
## 79     79         90       RL          72   10778   Pave  <NA>      Reg
## 80     80         50       RM          60   10440   Pave  Grvl      Reg
## 81     81         60       RL         100   13000   Pave  <NA>      Reg
## 82     82        120       RM          32    4500   Pave  <NA>      Reg
## 83     83         20       RL          78   10206   Pave  <NA>      Reg
## 84     84         20       RL          80    8892   Pave  <NA>      IR1
## 85     85         80       RL          NA    8530   Pave  <NA>      IR1
## 86     86         60       RL         121   16059   Pave  <NA>      Reg
## 87     87         60       RL         122   11911   Pave  <NA>      IR2
## 88     88        160       FV          40    3951   Pave  Pave      Reg
## 89     89         50  C (all)         105    8470   Pave  <NA>      IR1
## 90     90         20       RL          60    8070   Pave  <NA>      Reg
## 91     91         20       RL          60    7200   Pave  <NA>      Reg
## 92     92         20       RL          85    8500   Pave  <NA>      Reg
## 93     93         30       RL          80   13360   Pave  Grvl      IR1
## 94     94        190  C (all)          60    7200   Pave  <NA>      Reg
## 95     95         60       RL          69    9337   Pave  <NA>      IR1
## 96     96         60       RL          NA    9765   Pave  <NA>      IR2
## 97     97         20       RL          78   10264   Pave  <NA>      IR1
## 98     98         20       RL          73   10921   Pave  <NA>      Reg
## 99     99         30       RL          85   10625   Pave  <NA>      Reg
## 100   100         20       RL          77    9320   Pave  <NA>      IR1
## 101   101         20       RL          NA   10603   Pave  <NA>      IR1
## 102   102         60       RL          77    9206   Pave  <NA>      Reg
## 103   103         90       RL          64    7018   Pave  <NA>      Reg
## 104   104         20       RL          94   10402   Pave  <NA>      IR1
## 105   105         50       RM          NA    7758   Pave  <NA>      Reg
## 106   106         60       FV          75    9375   Pave  <NA>      Reg
## 107   107         30       RM          60   10800   Pave  Grvl      Reg
## 108   108         20       RM          50    6000   Pave  <NA>      Reg
## 109   109         50       RM          85    8500   Pave  <NA>      Reg
## 110   110         20       RL         105   11751   Pave  <NA>      IR1
## 111   111         50       RL          75    9525   Pave  <NA>      Reg
## 112   112         80       RL          NA    7750   Pave  <NA>      IR1
## 113   113         60       RL          77    9965   Pave  <NA>      Reg
## 114   114         20       RL          NA   21000   Pave  <NA>      Reg
## 115   115         70       RL          61    7259   Pave  <NA>      IR1
## 116   116        160       FV          34    3230   Pave  Pave      Reg
## 117   117         20       RL          NA   11616   Pave  <NA>      Reg
## 118   118         20       RL          74    8536   Pave  <NA>      Reg
## 119   119         60       RL          90   12376   Pave  <NA>      Reg
## 120   120         60       RL          65    8461   Pave  <NA>      Reg
## 121   121         80       RL          NA   21453   Pave  <NA>      IR1
## 122   122         50       RM          50    6060   Pave  <NA>      Reg
## 123   123         20       RL          75    9464   Pave  <NA>      Reg
## 124   124        120       RL          55    7892   Pave  <NA>      Reg
## 125   125         20       RL          48   17043   Pave  <NA>      IR1
## 126   126        190       RM          60    6780   Pave  <NA>      Reg
## 127   127        120       RL          NA    4928   Pave  <NA>      IR1
## 128   128         45       RM          55    4388   Pave  <NA>      IR1
## 129   129         60       RL          69    7590   Pave  <NA>      Reg
## 130   130         20       RL          69    8973   Pave  <NA>      Reg
## 131   131         60       RL          88   14200   Pave  <NA>      Reg
## 132   132         60       RL          NA   12224   Pave  <NA>      IR1
## 133   133         20       RL          75    7388   Pave  <NA>      Reg
## 134   134         20       RL          NA    6853   Pave  <NA>      IR1
## 135   135         20       RL          78   10335   Pave  <NA>      IR1
## 136   136         20       RL          80   10400   Pave  <NA>      Reg
## 137   137         20       RL          NA   10355   Pave  <NA>      IR1
## 138   138         90       RL          82   11070   Pave  <NA>      Reg
## 139   139         60       RL          73    9066   Pave  <NA>      IR1
## 140   140         60       RL          65   15426   Pave  <NA>      IR1
## 141   141         20       RL          70   10500   Pave  <NA>      Reg
## 142   142         20       RL          78   11645   Pave  <NA>      Reg
## 143   143         50       RL          71    8520   Pave  <NA>      Reg
## 144   144         20       RL          78   10335   Pave  <NA>      IR1
## 145   145         90       RM          70    9100   Pave  <NA>      Reg
## 146   146        160       RM          24    2522   Pave  <NA>      Reg
## 147   147         30       RM          51    6120   Pave  <NA>      Reg
## 148   148         60       RL          NA    9505   Pave  <NA>      IR1
## 149   149         20       RL          63    7500   Pave  <NA>      Reg
## 150   150         50       RM          NA    6240   Pave  <NA>      Reg
## 151   151         20       RL         120   10356   Pave  <NA>      Reg
## 152   152         20       RL         107   13891   Pave  <NA>      Reg
## 153   153         60       RL          NA   14803   Pave  <NA>      IR1
## 154   154         20       RL          NA   13500   Pave  <NA>      Reg
## 155   155         30       RM          84   11340   Pave  <NA>      Reg
## 156   156         50       RL          60    9600   Pave  <NA>      Reg
## 157   157         20       RL          60    7200   Pave  <NA>      Reg
## 158   158         60       RL          92   12003   Pave  <NA>      Reg
## 159   159         60       FV         100   12552   Pave  <NA>      Reg
## 160   160         60       RL         134   19378   Pave  <NA>      IR1
## 161   161         20       RL          NA   11120   Pave  <NA>      IR1
## 162   162         60       RL         110   13688   Pave  <NA>      IR1
## 163   163         20       RL          95   12182   Pave  <NA>      Reg
## 164   164         45       RL          55    5500   Pave  <NA>      Reg
## 165   165         40       RM          40    5400   Pave  Pave      Reg
## 166   166        190       RL          62   10106   Pave  <NA>      Reg
## 167   167         20       RL          NA   10708   Pave  <NA>      IR1
## 168   168         60       RL          86   10562   Pave  <NA>      Reg
## 169   169         60       RL          62    8244   Pave  <NA>      IR1
## 170   170         20       RL          NA   16669   Pave  <NA>      IR1
## 171   171         50       RM          NA   12358   Pave  <NA>      IR1
## 172   172         20       RL         141   31770   Pave  <NA>      IR1
## 173   173        160       RL          44    5306   Pave  <NA>      IR1
## 174   174         20       RL          80   10197   Pave  <NA>      IR1
## 175   175         20       RL          47   12416   Pave  <NA>      IR1
## 176   176         20       RL          84   12615   Pave  <NA>      Reg
## 177   177         60       RL          97   10029   Pave  <NA>      IR1
## 178   178         50       RL          NA   13650   Pave  <NA>      Reg
## 179   179         20       RL          63   17423   Pave  <NA>      IR1
## 180   180         30       RM          60    8520   Pave  <NA>      Reg
## 181   181        160       FV          NA    2117   Pave  <NA>      Reg
## 182   182         70       RL          54    7588   Pave  <NA>      Reg
## 183   183         20       RL          60    9060   Pave  <NA>      Reg
## 184   184         50       RM          63   11426   Pave  <NA>      Reg
## 185   185         50       RL          92    7438   Pave  <NA>      IR1
## 186   186         75       RM          90   22950   Pave  <NA>      IR2
## 187   187         80       RL          NA    9947   Pave  <NA>      IR1
## 188   188         50       RL          60   10410   Pave  <NA>      Reg
## 189   189         90       RL          64    7018   Pave  <NA>      Reg
## 190   190        120       RL          41    4923   Pave  <NA>      Reg
## 191   191         70       RL          70   10570   Pave  <NA>      Reg
## 192   192         60       RL          NA    7472   Pave  <NA>      IR1
## 193   193         20       RL          68    9017   Pave  <NA>      IR1
## 194   194        160       RM          24    2522   Pave  <NA>      Reg
## 195   195         20       RL          60    7180   Pave  <NA>      IR1
## 196   196        160       RL          24    2280   Pave  <NA>      Reg
## 197   197         20       RL          79    9416   Pave  <NA>      Reg
## 198   198         75       RL         174   25419   Pave  <NA>      Reg
## 199   199         75       RM          92    5520   Pave  <NA>      Reg
## 200   200         20       RL          76    9591   Pave  <NA>      Reg
## 201   201         20       RM          80    8546   Pave  <NA>      Reg
## 202   202         20       RL          75   10125   Pave  <NA>      Reg
## 203   203         50       RL          50    7000   Pave  <NA>      Reg
## 204   204        120       RM          NA    4438   Pave  <NA>      Reg
## 205   205         50       RM          50    3500   Pave  Grvl      Reg
## 206   206         20       RL          99   11851   Pave  <NA>      Reg
## 207   207         20       RL          40   13673   Pave  <NA>      IR1
## 208   208         20       RL          NA   12493   Pave  <NA>      IR1
## 209   209         60       RL          NA   14364   Pave  <NA>      IR1
## 210   210         20       RL          75    8250   Pave  <NA>      Reg
## 211   211         30       RL          67    5604   Pave  <NA>      Reg
## 212   212         20       RL          83   10420   Pave  <NA>      Reg
## 213   213         60       FV          72    8640   Pave  <NA>      Reg
## 214   214         20       RL          43   13568   Pave  <NA>      IR2
## 215   215         60       RL          NA   10900   Pave  <NA>      IR1
## 216   216         20       RL          72   10011   Pave  <NA>      IR1
## 217   217         20       RL          65    8450   Pave  <NA>      Reg
## 218   218         70       RM          57    9906   Pave  Grvl      Reg
## 219   219         50       RL          NA   15660   Pave  <NA>      IR1
## 220   220        120       RL          43    3010   Pave  <NA>      Reg
## 221   221         20       RL          73    8990   Pave  <NA>      IR1
## 222   222         60       RL          NA    8068   Pave  <NA>      IR1
## 223   223         60       RL          85   11475   Pave  <NA>      Reg
## 224   224         20       RL          70   10500   Pave  <NA>      Reg
## 225   225         20       RL         103   13472   Pave  <NA>      Reg
## 226   226        160       RM          21    1680   Pave  <NA>      Reg
## 227   227         60       RL          82    9950   Pave  <NA>      IR1
## 228   228        160       RM          21    1869   Pave  <NA>      Reg
## 229   229         20       RL          70    8521   Pave  <NA>      Reg
## 230   230        120       RL          43    3182   Pave  <NA>      Reg
## 231   231         20       RL          73    8760   Pave  <NA>      Reg
## 232   232         60       RL         174   15138   Pave  <NA>      IR1
## 233   233        160       RM          21    1680   Pave  <NA>      Reg
## 234   234         20       RL          75   10650   Pave  <NA>      Reg
## 235   235         60       RL          NA    7851   Pave  <NA>      Reg
## 236   236        160       RM          21    1680   Pave  <NA>      Reg
## 237   237         20       RL          65    8773   Pave  <NA>      Reg
## 238   238         60       RL          NA    9453   Pave  <NA>      IR1
## 239   239         20       RL          93   12030   Pave  <NA>      Reg
## 240   240         50       RL          52    8741   Pave  <NA>      Reg
## 241   241         20       FV          75    9000   Pave  <NA>      Reg
## 242   242         30       RM          40    3880   Pave  <NA>      Reg
## 243   243         50       RM          63    5000   Pave  <NA>      Reg
## 244   244        160       RL          75   10762   Pave  <NA>      Reg
## 245   245         60       RL          NA    8880   Pave  <NA>      IR1
## 246   246         20       RL          80   10400   Pave  <NA>      Reg
## 247   247        190       RM          69    9142   Pave  Grvl      Reg
## 248   248         20       RL          75   11310   Pave  <NA>      Reg
## 249   249         60       RL          72   11317   Pave  <NA>      Reg
## 250   250         50       RL          NA  159000   Pave  <NA>      IR2
## 251   251         30       RL          55    5350   Pave  <NA>      IR1
## 252   252        120       RM          44    4750   Pave  <NA>      IR1
## 253   253         60       RL          65    8366   Pave  <NA>      IR1
## 254   254         80       RL          85    9350   Pave  <NA>      Reg
## 255   255         20       RL          70    8400   Pave  <NA>      Reg
## 256   256         60       RL          66    8738   Pave  <NA>      IR1
## 257   257         60       FV          64    8791   Pave  <NA>      IR1
## 258   258         20       RL          68    8814   Pave  <NA>      Reg
## 259   259         60       RL          80   12435   Pave  <NA>      Reg
## 260   260         20       RM          70   12702   Pave  <NA>      Reg
## 261   261         80       RL         120   19296   Pave  <NA>      Reg
## 262   262         60       RL          69    9588   Pave  <NA>      IR1
## 263   263         80       RL          88    8471   Pave  <NA>      IR1
## 264   264         50       RM          50    5500   Pave  <NA>      Reg
## 265   265         30       RM          30    5232   Pave  Grvl      IR3
## 266   266         20       RL          78   12090   Pave  <NA>      IR1
## 267   267         60       RL          70   11207   Pave  <NA>      IR1
## 268   268         75       RL          60    8400   Pave  <NA>      Reg
## 269   269         30       RM          71    6900   Pave  <NA>      Reg
## 270   270         20       RL          NA    7917   Pave  <NA>      IR1
## 271   271         60       FV          84   10728   Pave  <NA>      Reg
## 272   272         20       RL          73   39104   Pave  <NA>      IR1
## 273   273         60       RL          92   11764   Pave  <NA>      IR1
## 274   274         20       RL          80    9600   Pave  <NA>      Reg
## 275   275         20       RL          76    8314   Pave  <NA>      Reg
## 276   276         50       RL          55    7264   Pave  <NA>      Reg
## 277   277         20       RL         129    9196   Pave  <NA>      IR1
## 278   278         20       RL         140   19138   Pave  <NA>      Reg
## 279   279         20       RL         107   14450   Pave  <NA>      Reg
## 280   280         60       RL          83   10005   Pave  <NA>      Reg
## 281   281         60       RL          82   11287   Pave  <NA>      Reg
## 282   282         20       FV          60    7200   Pave  Pave      Reg
## 283   283        120       RL          34    5063   Pave  <NA>      Reg
## 284   284         20       RL          74    9612   Pave  <NA>      Reg
## 285   285        120       RL          50    8012   Pave  <NA>      Reg
## 286   286        160       FV          35    4251   Pave  Pave      IR1
## 287   287         50       RL          77    9786   Pave  <NA>      IR1
## 288   288         20       RL          NA    8125   Pave  <NA>      IR1
## 289   289         20       RL          NA    9819   Pave  <NA>      IR1
## 290   290         70       RL          60    8730   Pave  <NA>      Reg
## 291   291         60       RL         120   15611   Pave  <NA>      Reg
## 292   292        190       RL          55    5687   Pave  Grvl      Reg
## 293   293         50       RL          60   11409   Pave  <NA>      Reg
## 294   294         60       RL          NA   16659   Pave  <NA>      IR1
## 295   295         20       RL          80    9600   Pave  <NA>      Reg
## 296   296         80       RL          37    7937   Pave  <NA>      IR1
## 297   297         50       RM          75   13710   Pave  <NA>      Reg
## 298   298         60       FV          66    7399   Pave  Pave      IR1
## 299   299         60       RL          90   11700   Pave  <NA>      Reg
## 300   300         20       RL          80   14000   Pave  <NA>      Reg
## 301   301        190       RL          90   15750   Pave  <NA>      Reg
## 302   302         60       RL          66   16226   Pave  <NA>      IR3
## 303   303         20       RL         118   13704   Pave  <NA>      IR1
## 304   304         20       RL          70    9800   Pave  <NA>      Reg
## 305   305         75       RM          87   18386   Pave  <NA>      Reg
## 306   306         20       RL          80   10386   Pave  <NA>      Reg
## 307   307         60       RL         116   13474   Pave  <NA>      Reg
## 308   308         50       RM          NA    7920   Pave  Grvl      IR1
## 309   309         30       RL          NA   12342   Pave  <NA>      IR1
## 310   310         20       RL          90   12378   Pave  <NA>      IR1
## 311   311         60       RL          NA    7685   Pave  <NA>      IR1
## 312   312         20       RL          50    8000   Pave  <NA>      Reg
## 313   313        190       RM          65    7800   Pave  <NA>      Reg
## 314   314         20       RL         150  215245   Pave  <NA>      IR3
## 315   315         70       RM          60    9600   Pave  Grvl      Reg
## 316   316         60       RL          71    7795   Pave  <NA>      IR1
## 317   317         60       RL          94   13005   Pave  <NA>      IR1
## 318   318         60       FV          75    9000   Pave  <NA>      Reg
## 319   319         60       RL          90    9900   Pave  <NA>      Reg
## 320   320         80       RL          NA   14115   Pave  <NA>      Reg
## 321   321         60       RL         111   16259   Pave  <NA>      Reg
## 322   322         60       RL          99   12099   Pave  <NA>      IR1
## 323   323         60       RL          86   10380   Pave  <NA>      IR1
## 324   324         20       RM          49    5820   Pave  <NA>      Reg
## 325   325         80       RL          96   11275   Pave  <NA>      Reg
## 326   326         45       RM          50    5000   Pave  <NA>      Reg
## 327   327        120       RL          32   10846   Pave  <NA>      IR1
## 328   328         20       RL          80   11600   Pave  <NA>      Reg
## 329   329         75       RL          NA   11888   Pave  Pave      IR1
## 330   330         70       RM          60    6402   Pave  <NA>      Reg
## 331   331         90       RL          NA   10624   Pave  <NA>      IR1
## 332   332         20       RL          70    8176   Pave  <NA>      Reg
## 333   333         20       RL          85   10655   Pave  <NA>      IR1
## 334   334        120       RM          59    8198   Pave  <NA>      Reg
## 335   335         60       RL          59    9042   Pave  <NA>      IR1
## 336   336        190       RL          NA  164660   Grvl  <NA>      IR1
## 337   337         20       RL          86   14157   Pave  <NA>      IR1
## 338   338         20       RL          70    9135   Pave  <NA>      Reg
## 339   339         20       RL          91   14145   Pave  <NA>      Reg
## 340   340         20       RL          66   12400   Pave  <NA>      IR1
## 341   341         60       RL          85   14191   Pave  <NA>      Reg
## 342   342         20       RH          60    8400   Pave  <NA>      Reg
## 343   343         90       RL          NA    8544   Pave  <NA>      Reg
## 344   344        120       RL          63    8849   Pave  <NA>      IR1
## 345   345        160       RM          36    2592   Pave  <NA>      Reg
## 346   346         50       RL          65    6435   Pave  <NA>      Reg
## 347   347         20       RL          NA   12772   Pave  <NA>      IR1
## 348   348         20       RL          NA   17600   Pave  <NA>      IR1
## 349   349        160       RL          36    2448   Pave  <NA>      Reg
## 350   350         60       RL          56   20431   Pave  <NA>      IR2
## 351   351        120       RL          68    7820   Pave  <NA>      IR1
## 352   352        120       RL          NA    5271   Pave  <NA>      IR1
## 353   353         50       RL          60    9084   Pave  <NA>      Reg
## 354   354         30       RM          60    8520   Pave  <NA>      Reg
## 355   355         50       RL          60    8400   Pave  <NA>      Reg
## 356   356         20       RL         105   11249   Pave  <NA>      IR2
## 357   357         20       RL          NA    9248   Pave  <NA>      IR1
## 358   358        120       RM          44    4224   Pave  <NA>      Reg
## 359   359         80       RL          92    6930   Pave  <NA>      IR1
## 360   360         60       RL          78   12011   Pave  <NA>      IR1
## 361   361         85       RL          NA    7540   Pave  <NA>      IR1
## 362   362         50       RL          NA    9144   Pave  Pave      Reg
## 363   363         85       RL          64    7301   Pave  <NA>      Reg
## 364   364        160       RM          21    1680   Pave  <NA>      Reg
## 365   365         60       RL          NA   18800   Pave  <NA>      IR1
## 366   366         70       RM          59   10690   Pave  <NA>      Reg
## 367   367         20       RL          NA    9500   Pave  <NA>      IR1
## 368   368         80       RL         101    9150   Pave  <NA>      IR1
## 369   369         20       RL          78    7800   Pave  <NA>      Reg
## 370   370         20       RL          NA    9830   Pave  <NA>      IR1
## 371   371         60       RL          NA    8121   Pave  <NA>      IR1
## 372   372         50       RL          80   17120   Pave  <NA>      Reg
## 373   373        120       RL          50    7175   Pave  <NA>      Reg
## 374   374         20       RL          79   10634   Pave  <NA>      Reg
## 375   375         60       RL          65    8200   Pave  <NA>      Reg
## 376   376         30       RL          NA   10020   Pave  <NA>      IR1
## 377   377         85       RL          57    8846   Pave  <NA>      IR1
## 378   378         60       FV         102   11143   Pave  <NA>      IR1
## 379   379         20       RL          88   11394   Pave  <NA>      Reg
## 380   380         60       RL          60    8123   Pave  <NA>      IR1
## 381   381         50       RL          50    5000   Pave  Pave      Reg
## 382   382         20       FV          60    7200   Pave  Pave      Reg
## 383   383         60       RL          79    9245   Pave  <NA>      IR1
## 384   384         45       RH          60    9000   Pave  <NA>      Reg
## 385   385         60       RL          NA   53107   Pave  <NA>      IR2
## 386   386        120       RL          43    3182   Pave  <NA>      Reg
## 387   387         50       RL          58    8410   Pave  <NA>      Reg
## 388   388         80       RL          72    7200   Pave  <NA>      Reg
## 389   389         20       RL          93    9382   Pave  <NA>      IR1
## 390   390         60       RL          96   12474   Pave  <NA>      Reg
## 391   391         50       RL          50    8405   Pave  Grvl      Reg
## 392   392         60       RL          71   12209   Pave  <NA>      IR1
## 393   393         20       RL          NA    8339   Pave  <NA>      IR1
## 394   394         30       RL          NA    7446   Pave  <NA>      Reg
## 395   395         50       RL          60   10134   Pave  <NA>      Reg
## 396   396         20       RL          68    9571   Pave  <NA>      Reg
## 397   397         20       RL          60    7200   Pave  <NA>      Reg
## 398   398         60       RL          69    7590   Pave  <NA>      Reg
## 399   399         30       RM          60    8967   Pave  <NA>      Reg
## 400   400         60       FV          65    8125   Pave  <NA>      Reg
## 401   401        120       RL          38   14963   Pave  <NA>      IR2
## 402   402         20       RL          65    8767   Pave  <NA>      IR1
## 403   403         30       RL          60   10200   Pave  <NA>      Reg
## 404   404         60       RL          93   12090   Pave  <NA>      Reg
## 405   405         60       RL          NA   10364   Pave  <NA>      IR1
## 406   406         20       RL          NA    9991   Pave  <NA>      IR1
## 407   407         50       RL          51   10480   Pave  <NA>      Reg
## 408   408         70       RL          63   15576   Pave  <NA>      Reg
## 409   409         60       RL         109   14154   Pave  <NA>      Reg
## 410   410         60       FV          85   10800   Pave  <NA>      Reg
## 411   411         20       RL          68    9571   Pave  <NA>      Reg
## 412   412        190       RL         100   34650   Pave  <NA>      Reg
## 413   413         20       FV          NA    4403   Pave  <NA>      IR2
## 414   414         30       RM          56    8960   Pave  Grvl      Reg
## 415   415         60       RL          59   11228   Pave  <NA>      IR2
## 416   416         20       RL          73    8899   Pave  <NA>      IR1
## 417   417         60       RL          74    7844   Pave  <NA>      Reg
## 418   418         70       RL          86   22420   Pave  <NA>      IR1
## 419   419         50       RL          60    8160   Pave  <NA>      Reg
## 420   420         20       RL          65    8450   Pave  <NA>      Reg
## 421   421         90       RM          78    7060   Pave  <NA>      Reg
## 422   422         20       RL          NA   16635   Pave  <NA>      IR1
## 423   423         20       RL         100   21750   Pave  <NA>      Reg
## 424   424         60       RL          80    9200   Pave  <NA>      Reg
## 425   425         20       RL          72    9000   Pave  <NA>      Reg
## 426   426         60       RM          60    3378   Pave  Grvl      Reg
## 427   427         80       RL          NA   12800   Pave  <NA>      Reg
## 428   428         20       RL          77    8593   Pave  <NA>      IR1
## 429   429         20       RL          64    6762   Pave  <NA>      Reg
## 430   430         20       RL         130   11457   Pave  <NA>      IR1
## 431   431        160       RM          21    1680   Pave  <NA>      Reg
## 432   432         50       RM          60    5586   Pave  <NA>      IR1
## 433   433        160       RM          24    1920   Pave  <NA>      Reg
## 434   434         60       RL         100   10839   Pave  <NA>      IR1
## 435   435        180       RM          21    1890   Pave  <NA>      Reg
## 436   436         60       RL          43   10667   Pave  <NA>      IR2
## 437   437         50       RM          40    4400   Pave  <NA>      Reg
## 438   438         45       RM          50    6000   Pave  <NA>      Reg
## 439   439         30       RL          40    4280   Pave  <NA>      Reg
## 440   440         50       RL          67   12354   Pave  Grvl      Reg
## 441   441         20       RL         105   15431   Pave  <NA>      Reg
## 442   442         90       RL          92   12108   Pave  <NA>      Reg
## 443   443         50       RM          52    6240   Pave  <NA>      Reg
## 444   444        120       RL          53    3922   Pave  <NA>      Reg
## 445   445         60       RL          70    8750   Pave  <NA>      Reg
## 446   446         20       RL          73    9855   Pave  <NA>      Reg
## 447   447         20       RL         137   16492   Pave  <NA>      IR1
## 448   448         60       RL          NA   11214   Pave  <NA>      IR1
## 449   449         50       RM          50    8600   Pave  <NA>      Reg
## 450   450         50       RM          50    6000   Pave  <NA>      Reg
## 451   451         30       RM          70    5684   Pave  <NA>      Reg
## 452   452         20       RL          62   70761   Pave  <NA>      IR1
## 453   453         60       RL          NA    9303   Pave  <NA>      IR1
## 454   454         60       FV          75    9000   Pave  <NA>      Reg
## 455   455         90       RL          63    9297   Pave  <NA>      Reg
## 456   456         20       RL          80    9600   Pave  <NA>      Reg
## 457   457         70       RM          34    4571   Pave  Grvl      Reg
## 458   458         20       RL          NA   53227   Pave  <NA>      IR1
## 459   459         70       RM          NA    5100   Pave  Grvl      Reg
## 460   460         50       RL          NA    7015   Pave  <NA>      IR1
## 461   461         60       FV          75    8004   Pave  <NA>      IR1
## 462   462         70       RL          60    7200   Pave  <NA>      Reg
## 463   463         20       RL          60    8281   Pave  <NA>      IR1
## 464   464         70       RL          74   11988   Pave  <NA>      IR1
## 465   465         20       RL          60    8430   Pave  <NA>      Reg
## 466   466        120       RM          NA    3072   Pave  <NA>      Reg
## 467   467         20       RL          85   10628   Pave  <NA>      Reg
## 468   468         70       RL          79    9480   Pave  <NA>      Reg
## 469   469         20       RL          98   11428   Pave  <NA>      IR1
## 470   470         60       RL          76    9291   Pave  <NA>      IR1
## 471   471        120       RL          NA    6820   Pave  <NA>      IR1
## 472   472         60       RL          92   11952   Pave  <NA>      Reg
## 473   473        180       RM          35    3675   Pave  <NA>      Reg
## 474   474         20       RL         110   14977   Pave  <NA>      IR1
## 475   475        120       RL          41    5330   Pave  <NA>      Reg
## 476   476         20       RL          80    8480   Pave  <NA>      Reg
## 477   477         20       RL          75   13125   Pave  <NA>      Reg
## 478   478         60       RL         105   13693   Pave  <NA>      Reg
## 479   479         20       RL          79   10637   Pave  <NA>      Reg
## 480   480         30       RM          50    5925   Pave  <NA>      Reg
## 481   481         20       RL          98   16033   Pave  <NA>      IR1
## 482   482         20       RL          72   11846   Pave  <NA>      IR1
## 483   483         70       RM          50    2500   Pave  Pave      Reg
## 484   484        120       RM          32    4500   Pave  <NA>      Reg
## 485   485         20       RL          NA    7758   Pave  <NA>      IR1
## 486   486         20       RL          80    9600   Pave  <NA>      Reg
## 487   487         20       RL          79   10289   Pave  <NA>      Reg
## 488   488         20       RL          70   12243   Pave  <NA>      IR1
## 489   489        190       RL          60   10800   Pave  <NA>      Reg
## 490   490        180       RM          21    1526   Pave  <NA>      Reg
## 491   491        160       RM          NA    2665   Pave  <NA>      Reg
## 492   492         50       RL          79    9490   Pave  <NA>      Reg
## 493   493         60       RL         105   15578   Pave  <NA>      IR1
## 494   494         20       RL          70    7931   Pave  <NA>      Reg
## 495   495         30       RM          50    5784   Pave  <NA>      Reg
## 496   496         30  C (all)          60    7879   Pave  <NA>      Reg
## 497   497         20       RL          NA   12692   Pave  <NA>      IR1
## 498   498         50       RL          60    9120   Pave  Pave      Reg
## 499   499         20       RL          65    7800   Pave  <NA>      Reg
## 500   500         20       RL          70    7535   Pave  <NA>      IR1
## 501   501        160       RM          21    1890   Pave  <NA>      Reg
## 502   502         60       FV          75    9803   Pave  <NA>      Reg
## 503   503         20       RL          70    9170   Pave  <NA>      Reg
## 504   504         20       RL         100   15602   Pave  <NA>      IR1
## 505   505        160       RL          24    2308   Pave  <NA>      Reg
## 506   506         90       RM          60    7596   Pave  Grvl      Reg
## 507   507         60       RL          80    9554   Pave  <NA>      IR1
## 508   508         20       FV          75    7862   Pave  <NA>      IR1
## 509   509         70       RM          60    9600   Pave  <NA>      Reg
## 510   510         20       RL          80    9600   Pave  <NA>      Reg
## 511   511         20       RL          75   14559   Pave  <NA>      Reg
## 512   512        120       RL          40    6792   Pave  <NA>      IR1
## 513   513         20       RL          70    9100   Pave  <NA>      Reg
## 514   514         20       RL          71    9187   Pave  <NA>      Reg
## 515   515         45       RL          55   10594   Pave  <NA>      Reg
## 516   516         20       RL          94   12220   Pave  <NA>      Reg
## 517   517         80       RL          NA   10448   Pave  <NA>      IR1
## 518   518         60       RL          79   10208   Pave  <NA>      IR1
## 519   519         60       RL          NA    9531   Pave  <NA>      IR1
## 520   520         70       RL          53   10918   Pave  <NA>      Reg
## 521   521        190       RL          60   10800   Pave  Grvl      Reg
## 522   522         20       RL          90   11988   Pave  <NA>      IR1
## 523   523         50       RM          50    5000   Pave  <NA>      Reg
## 524   524         60       RL         130   40094   Pave  <NA>      IR1
## 525   525         60       RL          95   11787   Pave  <NA>      IR1
## 526   526         20       FV          62    7500   Pave  Pave      Reg
## 527   527         20       RL          70   13300   Pave  <NA>      Reg
## 528   528         60       RL          67   14948   Pave  <NA>      IR1
## 529   529         30       RL          58    9098   Pave  <NA>      IR1
## 530   530         20       RL          NA   32668   Pave  <NA>      IR1
## 531   531         80       RL          85   10200   Pave  <NA>      Reg
## 532   532         70       RM          60    6155   Pave  <NA>      IR1
## 533   533         20       RL          60    7200   Pave  <NA>      Reg
## 534   534         20       RL          50    5000   Pave  <NA>      Reg
## 535   535         60       RL          74    9056   Pave  <NA>      IR1
## 536   536        190       RL          70    7000   Pave  <NA>      Reg
## 537   537         60       RL          57    8924   Pave  <NA>      IR1
## 538   538         20       RL          NA   12735   Pave  <NA>      IR1
## 539   539         20       RL          NA   11553   Pave  <NA>      IR1
## 540   540         20       RL          NA   11423   Pave  <NA>      Reg
## 541   541         20       RL          85   14601   Pave  <NA>      Reg
## 542   542         60       RL          NA   11000   Pave  <NA>      Reg
## 543   543         20       RL          78   10140   Pave  <NA>      Reg
## 544   544        120       RH          34    4058   Pave  <NA>      Reg
## 545   545         60       RL          58   17104   Pave  <NA>      IR1
## 546   546         50       RL          NA   13837   Pave  <NA>      IR1
## 547   547         50       RL          70    8737   Pave  <NA>      IR1
## 548   548         85       RL          54    7244   Pave  <NA>      Reg
## 549   549         20       RM          49    8235   Pave  <NA>      IR1
## 550   550         60       FV          75    9375   Pave  <NA>      Reg
## 551   551        120       RL          53    4043   Pave  <NA>      Reg
## 552   552         20       RM          50    6000   Pave  <NA>      Reg
## 553   553         20       RL          87   11146   Pave  <NA>      IR1
## 554   554         20       RL          67    8777   Pave  <NA>      Reg
## 555   555         60       RL          85   10625   Pave  <NA>      Reg
## 556   556         45       RM          58    6380   Pave  <NA>      Reg
## 557   557         20       RL          69   14850   Pave  <NA>      IR1
## 558   558         50  C (all)          60   11040   Pave  <NA>      Reg
## 559   559         60       RL          57   21872   Pave  <NA>      IR2
## 560   560        120       RL          NA    3196   Pave  <NA>      Reg
## 561   561         20       RL          NA   11341   Pave  <NA>      IR1
## 562   562         20       RL          77   10010   Pave  <NA>      Reg
## 563   563         30       RL          63   13907   Pave  <NA>      Reg
## 564   564         50       RL          66   21780   Pave  <NA>      Reg
## 565   565         60       RL          NA   13346   Pave  <NA>      IR1
## 566   566         70       RL          66    6858   Pave  <NA>      Reg
## 567   567         60       RL          77   11198   Pave  <NA>      IR1
## 568   568         20       RL          70   10171   Pave  <NA>      IR1
## 569   569         50       RL          79   12327   Pave  <NA>      IR1
## 570   570         90       RL          NA    7032   Pave  <NA>      IR1
## 571   571         90       RL          74   13101   Pave  <NA>      IR1
## 572   572         20       RL          60    7332   Pave  <NA>      Reg
## 573   573         60       RL          83   13159   Pave  <NA>      IR1
## 574   574         80       RL          76    9967   Pave  <NA>      IR1
## 575   575         80       RL          70   10500   Pave  <NA>      Reg
## 576   576         50       RL          80    8480   Pave  <NA>      Reg
## 577   577         50       RL          52    6292   Pave  <NA>      Reg
## 578   578         80       RL          96   11777   Pave  <NA>      IR1
## 579   579        160       FV          34    3604   Pave  Pave      Reg
## 580   580         50       RM          81   12150   Pave  Grvl      Reg
## 581   581         20       RL          NA   14585   Pave  <NA>      IR1
## 582   582         20       RL          98   12704   Pave  <NA>      Reg
## 583   583         90       RL          81   11841   Grvl  <NA>      Reg
## 584   584         75       RM          75   13500   Pave  <NA>      Reg
## 585   585         50       RM          51    6120   Pave  <NA>      Reg
## 586   586         20       RL          88   11443   Pave  <NA>      Reg
## 587   587         30       RL          55   10267   Pave  <NA>      Reg
## 588   588         85       RL          74    8740   Pave  <NA>      IR1
## 589   589         20       RL          65   25095   Pave  <NA>      IR1
## 590   590         40       RM          50    9100   Pave  <NA>      Reg
## 591   591         60       RL          64    8320   Pave  <NA>      Reg
## 592   592         60       RL          97   13478   Pave  <NA>      IR1
## 593   593         20       RL          60    6600   Pave  <NA>      Reg
## 594   594        120       RM          NA    4435   Pave  <NA>      Reg
## 595   595         20       RL          88    7990   Pave  <NA>      IR1
## 596   596         20       RL          69   11302   Pave  <NA>      IR1
## 597   597         70       RM          60    3600   Pave  Grvl      Reg
## 598   598        120       RL          53    3922   Pave  <NA>      Reg
## 599   599         20       RL          80   12984   Pave  <NA>      Reg
## 600   600        160       RM          24    1950   Pave  <NA>      Reg
## 601   601         60       RL          74   10927   Pave  <NA>      Reg
## 602   602         50       RM          50    9000   Pave  <NA>      Reg
## 603   603         60       RL          80   10041   Pave  <NA>      IR1
## 604   604        160       FV          30    3182   Pave  Pave      Reg
## 605   605         20       RL          88   12803   Pave  <NA>      IR1
## 606   606         60       RL          85   13600   Pave  <NA>      Reg
## 607   607         20       RL          82   12464   Pave  <NA>      IR2
## 608   608         20       RL          78    7800   Pave  <NA>      Reg
## 609   609         70       RL          78   12168   Pave  <NA>      Reg
## 610   610         20       RL          61    7943   Pave  <NA>      Reg
## 611   611         60       RL          NA   11050   Pave  <NA>      Reg
## 612   612         80       RL          NA   10395   Pave  <NA>      IR1
## 613   613         60       RL          NA   11885   Pave  <NA>      Reg
## 614   614         20       RL          70    8402   Pave  <NA>      Reg
## 615   615        180       RM          21    1491   Pave  <NA>      Reg
## 616   616         85       RL          80    8800   Pave  <NA>      Reg
## 617   617         60       RL          NA    7861   Pave  <NA>      IR1
## 618   618         45       RL          59    7227   Pave  <NA>      Reg
## 619   619         20       RL          90   11694   Pave  <NA>      Reg
## 620   620         60       RL          85   12244   Pave  <NA>      Reg
## 621   621         30       RL          45    8248   Pave  Grvl      Reg
## 622   622         60       RL          90   10800   Pave  <NA>      Reg
## 623   623         20       RL          71    7064   Pave  <NA>      Reg
## 624   624        160       FV          NA    2117   Pave  <NA>      Reg
## 625   625         60       RL          80   10400   Pave  <NA>      Reg
## 626   626         20       RL          87   10000   Pave  <NA>      IR1
## 627   627         20       RL          NA   12342   Pave  <NA>      IR1
## 628   628         80       RL          80    9600   Pave  <NA>      Reg
## 629   629         60       RL          70   11606   Pave  <NA>      IR1
## 630   630         80       RL          82    9020   Pave  <NA>      Reg
## 631   631         70       RM          50    9000   Pave  Grvl      Reg
## 632   632        120       RL          34    4590   Pave  <NA>      Reg
## 633   633         20       RL          85   11900   Pave  <NA>      Reg
## 634   634         20       RL          80    9250   Pave  <NA>      Reg
## 635   635         90       RL          64    6979   Pave  <NA>      Reg
## 636   636        190       RH          60   10896   Pave  Pave      Reg
## 637   637         30       RM          51    6120   Pave  <NA>      Reg
## 638   638        190       RM          50    6000   Pave  <NA>      Reg
## 639   639         30       RL          67    8777   Pave  <NA>      Reg
## 640   640        120       RL          53    3982   Pave  <NA>      Reg
## 641   641        120       RL          62   12677   Pave  <NA>      IR1
## 642   642         60       FV          NA    7050   Pave  <NA>      Reg
## 643   643         80       RL          75   13860   Pave  <NA>      Reg
## 644   644         60       RL          80   10793   Pave  <NA>      Reg
## 645   645         20       FV          85    9187   Pave  <NA>      Reg
## 646   646         20       RL          NA   10530   Pave  <NA>      IR1
## 647   647         20       RL          60    7200   Pave  <NA>      Reg
## 648   648         20       RL          85   10452   Pave  <NA>      IR1
## 649   649         60       RL          70    7700   Pave  <NA>      Reg
## 650   650        180       RM          21    1936   Pave  <NA>      Reg
## 651   651         60       FV          65    8125   Pave  <NA>      Reg
## 652   652         70       RL          60    9084   Pave  <NA>      Reg
## 653   653         60       RL          70    8750   Pave  <NA>      Reg
## 654   654         50       RM          60   10320   Pave  Grvl      Reg
## 655   655         20       RL          91   10437   Pave  <NA>      IR1
## 656   656        160       RM          21    1680   Pave  <NA>      Reg
## 657   657         20       RL          72   10007   Pave  <NA>      IR1
## 658   658         70       RL          60    7200   Pave  <NA>      Reg
## 659   659         50       RL          78   17503   Pave  <NA>      Reg
## 660   660         20       RL          75    9937   Pave  <NA>      Reg
## 661   661         60       RL          NA   12384   Pave  <NA>      Reg
## 662   662         60       RL          52   46589   Pave  <NA>      IR2
## 663   663         20       RL         120   13560   Pave  <NA>      Reg
## 664   664         85       RL          90   10012   Pave  <NA>      Reg
## 665   665         20       RL          49   20896   Pave  <NA>      IR2
## 666   666         60       RL         106   11194   Pave  <NA>      IR1
## 667   667         60       RL          NA   18450   Pave  <NA>      IR1
## 668   668         20       RL          65    8125   Pave  <NA>      Reg
## 669   669         20       RL          NA   14175   Pave  <NA>      Reg
## 670   670         30       RL          80   11600   Pave  <NA>      Reg
## 671   671         60       RL          64    8633   Pave  <NA>      Reg
## 672   672         70       RH          54    6629   Pave  <NA>      Reg
## 673   673         20       RL          NA   11250   Pave  <NA>      IR1
## 674   674         20       RL         110   14442   Pave  <NA>      Reg
## 675   675         20       RL          80    9200   Pave  <NA>      Reg
## 676   676        160       RL          24    2289   Pave  <NA>      Reg
## 677   677         70       RM          60    9600   Pave  Grvl      Reg
## 678   678         30       RL          52    9022   Pave  <NA>      Reg
## 679   679         20       RL          80   11844   Pave  <NA>      IR1
## 680   680         20       RL          NA    9945   Pave  <NA>      IR1
## 681   681        120       RL          50    8012   Pave  <NA>      Reg
## 682   682         50       RH          55    4500   Pave  Pave      IR2
## 683   683        120       RL          NA    2887   Pave  <NA>      Reg
## 684   684         20       RL          90   11248   Pave  <NA>      IR1
## 685   685         60       RL          58   16770   Pave  <NA>      IR2
## 686   686        160       RL          NA    5062   Pave  <NA>      IR1
## 687   687         60       FV          84   10207   Pave  <NA>      Reg
## 688   688        160       FV          NA    5105   Pave  <NA>      IR2
## 689   689         20       RL          60    8089   Pave  <NA>      Reg
## 690   690        120       RL          61    7577   Pave  <NA>      IR1
## 691   691        120       RM          NA    4426   Pave  <NA>      Reg
## 692   692         60       RL         104   21535   Pave  <NA>      IR1
## 693   693         60       RL          42   26178   Pave  <NA>      IR1
## 694   694         30       RL          60    5400   Pave  <NA>      Reg
## 695   695         50       RM          51    6120   Pave  <NA>      Reg
## 696   696         20       RL          54   13811   Pave  <NA>      IR1
## 697   697         30       RM          50    6000   Pave  <NA>      Reg
## 698   698         20       RL          57    6420   Pave  <NA>      IR1
## 699   699         20       RL          65    8450   Pave  <NA>      Reg
## 700   700        120       FV          59    4282   Pave  Pave      IR2
## 701   701         20       RL          85   14331   Pave  <NA>      Reg
## 702   702         20       RL          80    9600   Pave  <NA>      Reg
## 703   703         60       RL          82   12438   Pave  <NA>      IR1
## 704   704        190       RM          76    7630   Pave  <NA>      Reg
## 705   705         20       RL          70    8400   Pave  <NA>      Reg
## 706   706        190       RM          70    5600   Pave  <NA>      Reg
## 707   707         20       RL          NA  115149   Pave  <NA>      IR2
## 708   708        120       RL          48    6240   Pave  <NA>      Reg
## 709   709         60       RL          65    9018   Pave  <NA>      IR1
## 710   710         20       RL          NA    7162   Pave  <NA>      IR1
## 711   711         30       RL          56    4130   Pave  <NA>      IR1
## 712   712         50  C (all)          66    8712   Pave  Pave      Reg
## 713   713        120       RL          40    4671   Pave  <NA>      IR1
## 714   714        190       RL          60    9873   Pave  <NA>      Reg
## 715   715         60       RL          NA   13517   Pave  <NA>      IR1
## 716   716         20       RL          78   10140   Pave  <NA>      Reg
## 717   717         70       RM          60   10800   Pave  Grvl      Reg
## 718   718         20       RL          80   10000   Pave  <NA>      Reg
## 719   719         60       RL          96   10542   Pave  <NA>      Reg
## 720   720         20       RL          69    9920   Pave  <NA>      IR1
## 721   721        120       RL          NA    6563   Pave  <NA>      IR1
## 722   722        120       RM          NA    4426   Pave  <NA>      Reg
## 723   723         20       RL          70    8120   Pave  <NA>      Reg
## 724   724         50       RL          60    8172   Pave  <NA>      Reg
## 725   725         20       RL          86   13286   Pave  <NA>      IR1
## 726   726         20       RL          60    6960   Pave  <NA>      Reg
## 727   727         20       RL          NA   21695   Pave  <NA>      IR1
## 728   728         20       RL          64    7314   Pave  <NA>      Reg
## 729   729         90       RL          85   11475   Pave  <NA>      Reg
## 730   730         30       RM          52    6240   Pave  Grvl      Reg
## 731   731        120       RL          39    5389   Pave  <NA>      IR1
## 732   732         80       RL          73    9590   Pave  <NA>      IR1
## 733   733         60       RL          75   11404   Pave  <NA>      IR1
## 734   734         20       RL          80   10000   Pave  <NA>      Reg
## 735   735         20       RL          NA    8978   Pave  <NA>      IR1
## 736   736         75       RM          60   10800   Pave  <NA>      Reg
## 737   737         90       RL          60    8544   Pave  <NA>      Reg
## 738   738         60       RL          72   10463   Pave  <NA>      IR1
## 739   739         90       RL          60   10800   Pave  <NA>      Reg
## 740   740         60       RL          65    9313   Pave  <NA>      IR1
## 741   741         70       RM          60    9600   Pave  Grvl      Reg
## 742   742         20       RL          65    6768   Pave  <NA>      IR1
## 743   743         20       RL          65    8450   Pave  <NA>      Reg
## 744   744         80       RL          70   12886   Pave  <NA>      IR1
## 745   745        120       RL          41    5395   Pave  <NA>      IR1
## 746   746         60       RL          NA    8963   Pave  <NA>      IR1
## 747   747         60       RL          NA    8795   Pave  <NA>      IR1
## 748   748         70       RM          65   11700   Pave  Pave      IR1
## 749   749         20       RL          59   10593   Pave  <NA>      IR1
## 750   750         50       RL          50    8405   Pave  <NA>      Reg
## 751   751         50       RM          55    8800   Pave  Grvl      Reg
## 752   752         60       RL          NA    7750   Pave  <NA>      Reg
## 753   753         20       RL          79    9236   Pave  <NA>      IR1
## 754   754         60       RL          80   10240   Pave  <NA>      Reg
## 755   755         20       RL          61    7930   Pave  <NA>      Reg
## 756   756        160       FV          34    3230   Pave  Pave      Reg
## 757   757         60       RL          68   10769   Pave  <NA>      IR1
## 758   758         60       RL          NA   11616   Pave  <NA>      IR1
## 759   759        160       FV          24    2280   Pave  Pave      Reg
## 760   760         60       RL          65   12257   Pave  <NA>      IR1
## 761   761         20       RL          70    9100   Pave  <NA>      Reg
## 762   762         30       RM          60    6911   Pave  <NA>      Reg
## 763   763         60       FV          72    8640   Pave  <NA>      Reg
## 764   764         60       RL          82    9430   Pave  <NA>      Reg
## 765   765        120       RL          30    9549   Pave  <NA>      IR1
## 766   766         20       RL          75   14587   Pave  <NA>      IR1
## 767   767         60       RL          80   10421   Pave  <NA>      Reg
## 768   768         50       RL          75   12508   Pave  <NA>      IR1
## 769   769         20       RL          70    9100   Pave  <NA>      Reg
## 770   770         60       RL          47   53504   Pave  <NA>      IR2
## 771   771         85       RL          NA    7252   Pave  <NA>      IR1
## 772   772         20       RL          67    8877   Pave  <NA>      Reg
## 773   773         80       RL          94    7819   Pave  <NA>      Reg
## 774   774         20       RL          70   10150   Pave  <NA>      Reg
## 775   775         20       RL         110   14226   Pave  <NA>      Reg
## 776   776        120       RM          32    4500   Pave  <NA>      Reg
## 777   777         20       RL          86   11210   Pave  <NA>      IR1
## 778   778         20       RL         100   13350   Pave  <NA>      IR1
## 779   779         90       RH          60    8400   Pave  <NA>      Reg
## 780   780         90       RL          78   10530   Pave  <NA>      Reg
## 781   781         20       RL          63    7875   Pave  <NA>      Reg
## 782   782         60       RL          65    7153   Pave  <NA>      Reg
## 783   783         20       RL          67   16285   Pave  <NA>      IR2
## 784   784         85       RL          NA    9101   Pave  <NA>      IR1
## 785   785         75       RM          35    6300   Pave  Grvl      Reg
## 786   786         20       RL          NA    9790   Pave  <NA>      Reg
## 787   787         50       RM          60   10800   Pave  <NA>      Reg
## 788   788         60       RL          76   10142   Pave  <NA>      IR1
## 789   789         20       RM          50    6000   Pave  <NA>      Reg
## 790   790         60       RL          NA   12205   Pave  <NA>      IR1
## 791   791        120       RL          43    3182   Pave  <NA>      Reg
## 792   792         80       RL          NA   11333   Pave  <NA>      IR1
## 793   793         60       RL          92    9920   Pave  <NA>      IR1
## 794   794         20       RL          76    9158   Pave  <NA>      Reg
## 795   795         60       RL          NA   10832   Pave  <NA>      IR1
## 796   796         60       RL          70    8400   Pave  <NA>      Reg
## 797   797         20       RL          71    8197   Pave  <NA>      Reg
## 798   798         20       RL          57    7677   Pave  <NA>      Reg
## 799   799         60       RL         104   13518   Pave  <NA>      Reg
## 800   800         50       RL          60    7200   Pave  <NA>      Reg
## 801   801         60       RL          79   12798   Pave  <NA>      IR1
## 802   802         30       RM          40    4800   Pave  <NA>      Reg
## 803   803         60       RL          63    8199   Pave  <NA>      Reg
## 804   804         60       RL         107   13891   Pave  <NA>      Reg
## 805   805         20       RL          75    9000   Pave  <NA>      Reg
## 806   806         20       RL          91   12274   Pave  <NA>      IR1
## 807   807         80       RL          75    9750   Pave  <NA>      Reg
## 808   808         70       RL         144   21384   Pave  <NA>      Reg
## 809   809         80       RL          85   13400   Pave  <NA>      Reg
## 810   810         75       RM          90    8100   Pave  <NA>      Reg
## 811   811         20       RL          78   10140   Pave  <NA>      Reg
## 812   812        120       RM          NA    4438   Pave  <NA>      Reg
## 813   813         20  C (all)          66    8712   Grvl  <NA>      Reg
## 814   814         20       RL          75    9750   Pave  <NA>      Reg
## 815   815         50       RL          45    8248   Pave  Grvl      Reg
## 816   816         20       RL          48   12137   Pave  <NA>      IR2
## 817   817         20       RL          NA   11425   Pave  <NA>      IR1
## 818   818         20       RL          NA   13265   Pave  <NA>      IR1
## 819   819         80       RL          80    8816   Pave  <NA>      Reg
## 820   820        120       RL          44    6371   Pave  <NA>      IR1
## 821   821         60       RL          72    7226   Pave  <NA>      IR1
## 822   822         20       RM          60    6000   Pave  Pave      Reg
## 823   823         60       RL          NA   12394   Pave  <NA>      IR1
## 824   824         50       RL          60    9900   Pave  <NA>      Reg
## 825   825         20       FV          81   11216   Pave  <NA>      Reg
## 826   826         20       RL         114   14803   Pave  <NA>      Reg
## 827   827         45       RM          50    6130   Pave  <NA>      Reg
## 828   828         20       RL          65    8529   Pave  <NA>      IR1
## 829   829         60       RL          NA   28698   Pave  <NA>      IR2
## 830   830        160       FV          24    2544   Pave  Pave      Reg
## 831   831         20       RL          80   11900   Pave  <NA>      IR1
## 832   832        160       FV          30    3180   Pave  Pave      Reg
## 833   833         60       RL          44    9548   Pave  <NA>      IR1
## 834   834         20       RL         100   10004   Pave  <NA>      Reg
## 835   835         20       RL          75    7875   Pave  <NA>      Reg
## 836   836         20       RL          60    9600   Pave  <NA>      Reg
## 837   837         30       RM          90    8100   Pave  Pave      Reg
## 838   838        160       RM          21    1680   Pave  <NA>      Reg
## 839   839         20       RL          75    9525   Pave  <NA>      Reg
## 840   840         50       RL          70   11767   Pave  <NA>      Reg
## 841   841         70       RH          NA   12155   Pave  <NA>      IR1
## 842   842         70       RM          60   10440   Pave  Grvl      Reg
## 843   843         80       RL          82    9020   Pave  <NA>      Reg
## 844   844         90       RL          80    8000   Pave  <NA>      Reg
## 845   845         50       RM         100   12665   Pave  Grvl      IR1
## 846   846         85       RL          NA   16647   Pave  <NA>      IR1
## 847   847         60       RL          75    9317   Pave  <NA>      Reg
## 848   848         20       RL          36   15523   Pave  <NA>      IR1
## 849   849         50       RL          75   45600   Pave  <NA>      IR2
## 850   850         80       RL          80    9600   Pave  <NA>      Reg
## 851   851        120       RM          36    4435   Pave  <NA>      Reg
## 852   852        120       RL          NA    3196   Pave  <NA>      Reg
## 853   853         75       RL          53    7128   Pave  <NA>      Reg
## 854   854         80       RL          NA   12095   Pave  <NA>      IR1
## 855   855         20       RL         102   17920   Pave  <NA>      Reg
## 856   856         20       RL          NA    6897   Pave  <NA>      IR1
## 857   857         80       RL          NA   10970   Pave  <NA>      IR1
## 858   858         60       RL          65    8125   Pave  <NA>      Reg
## 859   859         20       RL          80   10400   Pave  <NA>      Reg
## 860   860         60       RL          NA   11029   Pave  <NA>      IR1
## 861   861         50       RL          55    7642   Pave  <NA>      Reg
## 862   862        190       RL          75   11625   Pave  <NA>      Reg
## 863   863         20       RL          81    9672   Pave  <NA>      Reg
## 864   864         20       RL          70    7931   Pave  <NA>      Reg
## 865   865         20       FV          72    8640   Pave  <NA>      Reg
## 866   866         20       RL          NA    8750   Pave  <NA>      IR1
## 867   867         20       RL          67   10656   Pave  <NA>      IR1
## 868   868         20       RL          85    6970   Pave  <NA>      Reg
## 869   869         60       RL          NA   14762   Pave  <NA>      IR2
## 870   870         60       RL          80    9938   Pave  <NA>      Reg
## 871   871         20       RL          60    6600   Pave  <NA>      Reg
## 872   872         60       RL          70    8750   Pave  <NA>      Reg
## 873   873         20       RL          74    8892   Pave  <NA>      Reg
## 874   874         40       RL          60   12144   Pave  <NA>      Reg
## 875   875         50       RM          52    5720   Pave  <NA>      Reg
## 876   876         60       FV          75    9000   Pave  <NA>      Reg
## 877   877         20       RL          94   25286   Pave  <NA>      Reg
## 878   878         60       RL          74    8834   Pave  <NA>      Reg
## 879   879         85       RL          88   11782   Pave  <NA>      IR1
## 880   880         20       RL          NA    7000   Pave  <NA>      IR1
## 881   881         20       RL          60    7024   Pave  <NA>      Reg
## 882   882         50       RL          44   13758   Pave  <NA>      IR1
## 883   883         60       RL          NA    9636   Pave  <NA>      IR1
## 884   884         75       RL          60    6204   Pave  <NA>      Reg
## 885   885         20       RL          65    7150   Pave  <NA>      Reg
## 886   886        120       FV          50    5119   Pave  <NA>      IR1
## 887   887         90       RL          70    8393   Pave  <NA>      Reg
## 888   888         50       RL          59   16466   Pave  <NA>      IR1
## 889   889         20       RL          95   15865   Pave  <NA>      IR1
## 890   890         20       RL         128   12160   Pave  <NA>      Reg
## 891   891         50       RL          60    8064   Pave  <NA>      Reg
## 892   892         60       RL          70   11184   Pave  <NA>      Reg
## 893   893         20       RL          70    8414   Pave  <NA>      Reg
## 894   894         20       RL          NA   13284   Pave  <NA>      Reg
## 895   895         90       RL          64    7018   Pave  <NA>      Reg
## 896   896         60       RL          71    7056   Pave  <NA>      Reg
## 897   897         30       RM          50    8765   Pave  Grvl      Reg
## 898   898         90       RL          64    7018   Pave  <NA>      Reg
## 899   899         20       RL         100   12919   Pave  <NA>      IR1
## 900   900         20       RL          65    6993   Pave  <NA>      Reg
## 901   901         20       RL          NA    7340   Pave  <NA>      IR1
## 902   902         20       RL          64    8712   Pave  <NA>      IR1
## 903   903         60       RL          63    7875   Pave  <NA>      Reg
## 904   904         20       RL          50   14859   Pave  <NA>      IR1
## 905   905         20       RL          NA    6173   Pave  <NA>      IR1
## 906   906         20       RL          80    9920   Pave  <NA>      Reg
## 907   907         20       RL         116   13501   Pave  <NA>      IR1
## 908   908         50       RL          86   11500   Pave  <NA>      IR1
## 909   909         20       RL          NA    8885   Pave  <NA>      IR1
## 910   910         60       RL         149   12589   Pave  <NA>      IR2
## 911   911         90       RL          80   11600   Pave  <NA>      Reg
## 912   912         20       RL          NA    9286   Pave  <NA>      IR1
## 913   913         30       RM          51    6120   Pave  <NA>      Reg
## 914   914         90       RH          82    6270   Pave  <NA>      Reg
## 915   915        160       FV          30    3000   Pave  Pave      Reg
## 916   916        160       RM          21    2001   Pave  <NA>      Reg
## 917   917         20  C (all)          50    9000   Pave  <NA>      Reg
## 918   918         20       RL          NA   17140   Pave  <NA>      Reg
## 919   919         60       RL         103   13125   Pave  <NA>      IR1
## 920   920         20       RL          87   11029   Pave  <NA>      IR1
## 921   921         60       RL          70    8462   Pave  <NA>      IR1
## 922   922         90       RL          67    8777   Pave  <NA>      Reg
## 923   923         20       RL          65   10237   Pave  <NA>      Reg
## 924   924        120       RL          50    8012   Pave  <NA>      Reg
## 925   925         20       RL          79   10240   Pave  <NA>      Reg
## 926   926         20       RL          NA   15611   Pave  <NA>      IR1
## 927   927         60       RL          93   11999   Pave  <NA>      Reg
## 928   928         60       RL          NA    9900   Pave  <NA>      Reg
## 929   929         20       RL          NA   11838   Pave  <NA>      Reg
## 930   930         60       RL          NA   13006   Pave  <NA>      IR1
## 931   931         20       RL          73    8925   Pave  <NA>      IR1
## 932   932         20       RL          70    9100   Pave  <NA>      Reg
## 933   933         20       RL          84   11670   Pave  <NA>      IR1
## 934   934         20       RL          63    8487   Pave  <NA>      Reg
## 935   935         20       RL         313   27650   Pave  <NA>      IR2
## 936   936         30       RL          52    5825   Pave  <NA>      IR1
## 937   937         20       RL          67   10083   Pave  <NA>      Reg
## 938   938         60       RL          75    9675   Pave  <NA>      Reg
## 939   939         60       RL          73    8760   Pave  <NA>      Reg
## 940   940         70       RL          NA   24090   Pave  <NA>      Reg
## 941   941         90       RL          55   12640   Pave  <NA>      IR1
## 942   942         60       RL          NA    8755   Pave  <NA>      IR1
## 943   943         90       RL          42    7711   Pave  <NA>      IR1
## 944   944         90       RL         100   25000   Pave  <NA>      Reg
## 945   945         20       RL          NA   14375   Pave  <NA>      IR1
## 946   946         50       RM          98    8820   Pave  <NA>      Reg
## 947   947         80       RL          70    8163   Pave  <NA>      Reg
## 948   948         20       RL          85   14536   Pave  <NA>      Reg
## 949   949         60       RL          65   14006   Pave  <NA>      IR1
## 950   950         20       RL          78    9360   Pave  <NA>      Reg
## 951   951         20       RL          60    7200   Pave  <NA>      Reg
## 952   952         20       RH          60    7800   Pave  <NA>      Reg
## 953   953         85       RL          60    7200   Pave  <NA>      Reg
## 954   954         60       RL          NA   11075   Pave  <NA>      IR1
## 955   955         90       RL          35    9400   Pave  <NA>      IR1
## 956   956         90       RH          82    7136   Pave  <NA>      IR1
## 957   957        160       RM          24    1300   Pave  <NA>      Reg
## 958   958         20       RL          70    7420   Pave  <NA>      Reg
## 959   959         20       RL          65    8450   Pave  <NA>      Reg
## 960   960        160       FV          24    2572   Pave  <NA>      Reg
## 961   961         20       RL          50    7207   Pave  <NA>      IR1
## 962   962         60       RL          NA   12227   Pave  <NA>      IR1
## 963   963        160       RL          24    2308   Pave  <NA>      Reg
## 964   964         20       RL         122   11923   Pave  <NA>      IR1
## 965   965         60       RL          80   11316   Pave  <NA>      Reg
## 966   966         60       RL          65   10237   Pave  <NA>      Reg
## 967   967         50       RL         130    9600   Pave  <NA>      IR1
## 968   968         20       RL          NA    7390   Pave  <NA>      IR1
## 969   969         50       RM          50    5925   Pave  <NA>      Reg
## 970   970        190       RL          75   10382   Pave  <NA>      Reg
## 971   971         50       RL          60   10800   Pave  <NA>      Reg
## 972   972        160       RL          36    2268   Pave  <NA>      Reg
## 973   973        120       RL          55    7892   Pave  <NA>      Reg
## 974   974         20       FV          95   11639   Pave  <NA>      Reg
## 975   975         70       RL          60   11414   Pave  <NA>      IR1
## 976   976        160       FV          NA    2651   Pave  <NA>      Reg
## 977   977         30       RL          51    5900   Pave  <NA>      IR1
## 978   978        120       FV          35    4274   Pave  Pave      IR1
## 979   979         20       RL          68    9450   Pave  <NA>      Reg
## 980   980         20       RL          80    8816   Pave  <NA>      Reg
## 981   981         85       RL          NA   12122   Pave  <NA>      IR1
## 982   982         60       RL          98   12203   Pave  <NA>      IR1
## 983   983         20       RL          43    3182   Pave  <NA>      Reg
## 984   984         60       RL          NA   11250   Pave  <NA>      Reg
## 985   985         90       RL          75   10125   Pave  <NA>      Reg
## 986   986        190       RL          68   10880   Pave  <NA>      Reg
## 987   987         50       RM          59    5310   Pave  <NA>      Reg
## 988   988         20       RL          83   10159   Pave  <NA>      IR1
## 989   989         60       RL          NA   12046   Pave  <NA>      IR1
## 990   990         60       FV          65    8125   Pave  <NA>      Reg
## 991   991         60       RL          82    9452   Pave  <NA>      Reg
## 992   992         70       RM         121   17671   Pave  Grvl      Reg
## 993   993         60       RL          80    9760   Pave  <NA>      Reg
## 994   994         60       RL          68    8846   Pave  <NA>      Reg
## 995   995         20       RL          96   12456   Pave  <NA>      Reg
## 996   996         50       RL          51    4712   Pave  <NA>      IR1
## 997   997         20       RL          NA   10659   Pave  <NA>      IR1
## 998   998         20       RL          NA   11717   Pave  <NA>      IR1
## 999   999         30       RM          60    9786   Pave  <NA>      Reg
## 1000 1000         20       RL          64    6762   Pave  <NA>      Reg
## 1001 1001         20       RL          74   10206   Pave  <NA>      Reg
## 1002 1002         30       RL          60    5400   Pave  <NA>      Reg
## 1003 1003         20       RL          75   11957   Pave  <NA>      IR1
## 1004 1004         90       RL          NA   11500   Pave  <NA>      IR1
## 1005 1005        120       RL          43    3182   Pave  <NA>      Reg
## 1006 1006         80       RL          65    8385   Pave  <NA>      Reg
## 1007 1007         20       RL          NA   12155   Pave  <NA>      IR3
## 1008 1008        160       RM          21    2217   Pave  <NA>      Reg
## 1009 1009         20       RL          43   12118   Pave  <NA>      IR1
## 1010 1010         50       RL          60    6000   Pave  <NA>      Reg
## 1011 1011         50       RL         115   21286   Pave  <NA>      Reg
## 1012 1012         90       RL          75    9825   Pave  <NA>      Reg
## 1013 1013         70       RL          55   10592   Pave  <NA>      Reg
## 1014 1014         30       RM          60    7200   Pave  <NA>      Reg
## 1015 1015         20       RL          60   11664   Pave  <NA>      Reg
## 1016 1016         60       RL          70    8400   Pave  <NA>      Reg
## 1017 1017         20       RL          73   11883   Pave  <NA>      Reg
## 1018 1018        120       RL          NA    5814   Pave  <NA>      IR1
## 1019 1019         80       RL          NA   10784   Pave  <NA>      IR1
## 1020 1020        120       RL          43    3013   Pave  <NA>      Reg
## 1021 1021         20       RL          60    7024   Pave  <NA>      Reg
## 1022 1022         20       RL          64    7406   Pave  <NA>      Reg
## 1023 1023         50       RM          52    9439   Pave  <NA>      Reg
## 1024 1024        120       RL          43    3182   Pave  <NA>      Reg
## 1025 1025         20       RL          NA   15498   Pave  <NA>      IR1
## 1026 1026         20       RL          70    7700   Pave  <NA>      Reg
## 1027 1027         20       RL          73    9300   Pave  <NA>      Reg
## 1028 1028         20       RL          71    9520   Pave  <NA>      IR1
## 1029 1029         50       RL          79    9492   Pave  <NA>      Reg
## 1030 1030        160       RM          21    1680   Pave  <NA>      Reg
## 1031 1031        190       RH          NA    7082   Pave  <NA>      Reg
## 1032 1032         75       RL         102   15863   Pave  <NA>      Reg
## 1033 1033         60       RL          NA   14541   Pave  <NA>      IR1
## 1034 1034         20       RL          NA    8125   Pave  <NA>      Reg
## 1035 1035         30       RL          50    6305   Pave  <NA>      Reg
## 1036 1036         20       RL          NA   11500   Pave  <NA>      IR1
## 1037 1037         20       RL          89   12898   Pave  <NA>      IR1
## 1038 1038         60       RL          NA    9240   Pave  <NA>      Reg
## 1039 1039        160       RM          21    1533   Pave  <NA>      Reg
## 1040 1040        180       RM          21    1477   Pave  <NA>      Reg
## 1041 1041         20       RL          88   13125   Pave  <NA>      Reg
## 1042 1042         60       RL          NA    9130   Pave  <NA>      Reg
## 1043 1043        120       RL          34    5381   Pave  <NA>      IR1
## 1044 1044         60       RL          86   11839   Pave  <NA>      Reg
## 1045 1045         20       RL          80    9600   Pave  <NA>      Reg
## 1046 1046         20       RL          NA   13680   Pave  <NA>      IR1
## 1047 1047         60       RL          85   16056   Pave  <NA>      IR1
## 1048 1048         20       RL          57    9245   Pave  <NA>      IR2
## 1049 1049         20       RL         100   21750   Pave  <NA>      Reg
## 1050 1050         20       RL          60   11100   Pave  <NA>      Reg
## 1051 1051         20       RL          73    8993   Pave  <NA>      IR1
## 1052 1052         20       RL         103   11175   Pave  <NA>      IR1
## 1053 1053         60       RL         100    9500   Pave  <NA>      Reg
## 1054 1054         20       RL          68    8562   Pave  <NA>      Reg
## 1055 1055         60       RL          90   11367   Pave  <NA>      Reg
## 1056 1056         20       RL         104   11361   Pave  <NA>      Reg
## 1057 1057        120       RL          43    7052   Pave  <NA>      IR1
## 1058 1058         60       RL          NA   29959   Pave  <NA>      IR2
## 1059 1059         60       RL          96   11308   Pave  <NA>      IR1
## 1060 1060         50       RL          NA   11275   Pave  <NA>      IR1
## 1061 1061        120       RL          41    4920   Pave  <NA>      Reg
## 1062 1062         30  C (all)         120   18000   Grvl  <NA>      Reg
## 1063 1063        190       RM          85   13600   Pave  Grvl      Reg
## 1064 1064         30       RM          50    6000   Pave  <NA>      Reg
## 1065 1065         20       RL          NA   11000   Pave  <NA>      IR1
## 1066 1066         60       RL          80   14000   Pave  <NA>      Reg
## 1067 1067         60       RL          59    7837   Pave  <NA>      IR1
## 1068 1068         60       RL          80    9760   Pave  <NA>      Reg
## 1069 1069        160       RM          42    3964   Pave  <NA>      Reg
## 1070 1070         45       RL          60    9600   Pave  <NA>      Reg
## 1071 1071         20       RL          72   10152   Pave  <NA>      Reg
## 1072 1072         60       RL          78   11700   Pave  <NA>      Reg
## 1073 1073         50       RL          50    7585   Pave  <NA>      Reg
## 1074 1074         60       RL          75    7950   Pave  <NA>      IR1
## 1075 1075         20       RL          74    8556   Pave  <NA>      Reg
## 1076 1076         70       RL          75   13125   Pave  <NA>      Reg
## 1077 1077         50       RL          60   10800   Pave  Grvl      Reg
## 1078 1078         20       RL          NA   15870   Pave  <NA>      IR1
## 1079 1079        120       RM          37    4435   Pave  <NA>      Reg
## 1080 1080         20       RL          65    8775   Pave  <NA>      Reg
## 1081 1081         20       RL          80   11040   Pave  <NA>      Reg
## 1082 1082         20       RL          75    7500   Pave  <NA>      Reg
## 1083 1083         20       RL          70    8749   Pave  <NA>      Reg
## 1084 1084         20       RL          80    8800   Pave  <NA>      Reg
## 1085 1085         60       RL          NA   13031   Pave  <NA>      IR2
## 1086 1086         85       RL          73    9069   Pave  <NA>      Reg
## 1087 1087        160       RM          NA    1974   Pave  <NA>      Reg
## 1088 1088         60       FV          85   10574   Pave  <NA>      Reg
## 1089 1089        160       RM          24    2522   Pave  <NA>      Reg
## 1090 1090        120       FV          37    3316   Pave  Pave      IR1
## 1091 1091         90       RL          60    8544   Pave  <NA>      Reg
## 1092 1092        160       FV          24    2160   Pave  Pave      Reg
## 1093 1093         50       RL          60    8400   Pave  <NA>      Reg
## 1094 1094         20       RL          71    9230   Pave  <NA>      Reg
## 1095 1095         20       RL          74    5868   Pave  <NA>      Reg
## 1096 1096         20       RL          78    9317   Pave  <NA>      IR1
## 1097 1097         70       RM          60    6882   Pave  <NA>      Reg
## 1098 1098        120       RL          NA    3696   Pave  <NA>      Reg
## 1099 1099         50       RM          50    6000   Pave  <NA>      Reg
## 1100 1100         20       RL          82   11880   Pave  <NA>      IR1
## 1101 1101         30       RL          60    8400   Pave  <NA>      Reg
## 1102 1102         20       RL          61    9758   Pave  <NA>      IR1
## 1103 1103         20       RL          70    7000   Pave  <NA>      Reg
## 1104 1104         20       RL          79    8910   Pave  <NA>      Reg
## 1105 1105        160       RM          24    2016   Pave  <NA>      Reg
## 1106 1106         60       RL          98   12256   Pave  <NA>      IR1
## 1107 1107         20       RL         114   10357   Pave  <NA>      IR1
## 1108 1108         60       RL         168   23257   Pave  <NA>      IR3
## 1109 1109         60       RL          NA    8063   Pave  <NA>      Reg
## 1110 1110         20       RL         107   11362   Pave  <NA>      IR1
## 1111 1111         60       RL          NA    8000   Pave  <NA>      Reg
## 1112 1112         60       RL          80   10480   Pave  <NA>      Reg
## 1113 1113         20       RL          73    7100   Pave  <NA>      IR1
## 1114 1114         20       RL          66    8923   Pave  <NA>      Reg
## 1115 1115         20       RL          90    5400   Pave  <NA>      Reg
## 1116 1116         20       RL          93   12085   Pave  <NA>      Reg
## 1117 1117         80       RL          NA    7750   Pave  <NA>      Reg
## 1118 1118         20       RL          57    9764   Pave  <NA>      IR1
## 1119 1119         80       RL          85   13825   Pave  <NA>      Reg
## 1120 1120         20       RL          70    7560   Pave  <NA>      Reg
## 1121 1121         30       RM          59    8263   Pave  <NA>      Reg
## 1122 1122         20       RL          84   10084   Pave  <NA>      Reg
## 1123 1123         20       RL          NA    8926   Pave  <NA>      IR1
## 1124 1124         20       RL          50    9405   Pave  <NA>      Reg
## 1125 1125         80       RL          NA    9125   Pave  <NA>      IR1
## 1126 1126         20       RL          60   10434   Pave  <NA>      Reg
## 1127 1127        120       RL          53    3684   Pave  <NA>      Reg
## 1128 1128         20       RL         182   14572   Pave  <NA>      IR3
## 1129 1129         60       RL          59   11796   Pave  <NA>      IR1
## 1130 1130         90       RM          60    7200   Pave  Grvl      Reg
## 1131 1131         50       RL          65    7804   Pave  <NA>      Reg
## 1132 1132         20       RL          63   10712   Pave  <NA>      Reg
## 1133 1133         70       RM          90    9900   Pave  <NA>      Reg
## 1134 1134         60       RL          80    9828   Pave  <NA>      IR1
## 1135 1135         60       RL          57    8773   Pave  <NA>      IR1
## 1136 1136         30       RM          60    6180   Pave  <NA>      Reg
## 1137 1137         50       RL          80    9600   Pave  <NA>      Reg
## 1138 1138         50       RL          54    6342   Pave  <NA>      Reg
## 1139 1139         20       RL          NA    9819   Pave  <NA>      IR1
## 1140 1140         30       RL          98    8731   Pave  <NA>      IR1
## 1141 1141         20       RL          60    7350   Pave  <NA>      Reg
## 1142 1142         60       RL          NA   10304   Pave  <NA>      IR1
## 1143 1143         60       RL          77    9965   Pave  <NA>      Reg
## 1144 1144         20       RL          NA    9000   Pave  <NA>      Reg
## 1145 1145        190       RL          60   12180   Pave  <NA>      Reg
## 1146 1146         50       RM          52    6240   Pave  <NA>      Reg
## 1147 1147         20       RL          NA   11200   Pave  <NA>      Reg
## 1148 1148         70       RL          75   12000   Pave  <NA>      Reg
## 1149 1149         50       RM          NA    5700   Pave  <NA>      Reg
## 1150 1150         70       RM          50    9000   Pave  <NA>      Reg
## 1151 1151         20       RL          57    8280   Pave  <NA>      IR1
## 1152 1152         20       RL         134   17755   Pave  <NA>      Reg
## 1153 1153         20       RL          90   14115   Pave  <NA>      IR1
## 1154 1154         30       RM          NA    5890   Pave  <NA>      Reg
## 1155 1155         60       RL          NA   13700   Pave  <NA>      IR1
## 1156 1156         20       RL          90   10768   Pave  <NA>      IR1
## 1157 1157         80       RL          85    9350   Pave  <NA>      Reg
## 1158 1158        120       RL          34    5001   Pave  <NA>      IR1
## 1159 1159         20       RL          92   11932   Pave  <NA>      Reg
## 1160 1160         60       RL          76    9120   Pave  <NA>      Reg
## 1161 1161        160       RL          24    2280   Pave  <NA>      Reg
## 1162 1162         20       RL          NA   14778   Pave  <NA>      IR1
## 1163 1163         20       RL         109    8724   Pave  <NA>      Reg
## 1164 1164         90       RL          60   12900   Pave  <NA>      Reg
## 1165 1165         80       RL          NA   16157   Pave  <NA>      IR1
## 1166 1166         20       RL          79    9541   Pave  <NA>      IR1
## 1167 1167         20       RL          64   10475   Pave  <NA>      IR1
## 1168 1168         60       RL          58   10852   Pave  <NA>      IR1
## 1169 1169         70       RL         120   13728   Pave  <NA>      Reg
## 1170 1170         60       RL         118   35760   Pave  <NA>      IR1
## 1171 1171         80       RL          76    9880   Pave  <NA>      Reg
## 1172 1172         20       RL          76    9120   Pave  <NA>      Reg
## 1173 1173        160       FV          35    4017   Pave  Pave      IR1
## 1174 1174         50       RL         138   18030   Pave  <NA>      IR1
## 1175 1175         70       RL          80   16560   Pave  <NA>      IR1
## 1176 1176         50       RL          85   10678   Pave  <NA>      Reg
## 1177 1177         20       RL          37    6951   Pave  <NA>      IR1
## 1178 1178         50       RM          NA    3950   Pave  Grvl      Reg
## 1179 1179         50       RL          54    7681   Pave  <NA>      IR1
## 1180 1180         20       RL          77    8335   Pave  <NA>      Reg
## 1181 1181         60       RL          NA   11170   Pave  <NA>      IR2
## 1182 1182        120       RM          64    5587   Pave  <NA>      IR1
## 1183 1183         60       RL         160   15623   Pave  <NA>      IR1
## 1184 1184         30       RL          60   10800   Pave  Grvl      Reg
## 1185 1185         20       RL          50   35133   Grvl  <NA>      Reg
## 1186 1186         50       RL          60    9738   Pave  <NA>      Reg
## 1187 1187        190       RL         107   10615   Pave  <NA>      IR1
## 1188 1188         20       RL          89   12461   Pave  <NA>      Reg
## 1189 1189         60       RL          68    8935   Pave  <NA>      IR1
## 1190 1190         60       RL          60    7500   Pave  <NA>      Reg
## 1191 1191        190       RL          NA   32463   Pave  <NA>      Reg
## 1192 1192        160       FV          24    2645   Pave  Pave      Reg
## 1193 1193         50       RM          60    9600   Pave  Grvl      Reg
## 1194 1194        120       RM          NA    4500   Pave  <NA>      Reg
## 1195 1195         60       RL          80    9364   Pave  <NA>      Reg
## 1196 1196         60       RL          51    8029   Pave  <NA>      IR1
## 1197 1197         60       RL          58   14054   Pave  <NA>      IR1
## 1198 1198         75       RM          65    8850   Pave  <NA>      IR1
## 1199 1199         20       RL          70    9100   Pave  <NA>      Reg
## 1200 1200         20       RL          75   11235   Pave  <NA>      Reg
## 1201 1201         20       RL          71    9353   Pave  <NA>      Reg
## 1202 1202         60       RL          80   10400   Pave  <NA>      Reg
## 1203 1203         50       RM          50    6000   Pave  <NA>      Reg
## 1204 1204         20       RL          75    9750   Pave  <NA>      Reg
## 1205 1205         20       RL          78   10140   Pave  <NA>      Reg
## 1206 1206         20       RL          90   14684   Pave  <NA>      IR1
## 1207 1207         20       RH          NA    8900   Pave  <NA>      Reg
## 1208 1208         20       RL          70    9135   Pave  <NA>      Reg
## 1209 1209         20       RL          70    7763   Pave  <NA>      Reg
## 1210 1210         20       RL          85   10182   Pave  <NA>      IR1
## 1211 1211         60       RL          70   11218   Pave  <NA>      Reg
## 1212 1212         50       RL         152   12134   Pave  <NA>      IR1
## 1213 1213         30       RL          50    9340   Pave  <NA>      Reg
## 1214 1214         80       RL          NA   10246   Pave  <NA>      IR1
## 1215 1215         85       RL          69   10205   Pave  <NA>      IR1
## 1216 1216         20       RL          99    7094   Pave  <NA>      IR1
## 1217 1217         90       RM          68    8930   Pave  <NA>      Reg
## 1218 1218         20       FV          72    8640   Pave  <NA>      Reg
## 1219 1219         50       RM          52    6240   Pave  <NA>      Reg
## 1220 1220        160       RM          21    1680   Pave  <NA>      Reg
## 1221 1221         20       RL          66    7800   Pave  <NA>      IR1
## 1222 1222         20       RL          55    8250   Pave  <NA>      Reg
## 1223 1223         50       RL          78   10496   Pave  <NA>      Reg
## 1224 1224         20       RL          89   10680   Pave  <NA>      Reg
## 1225 1225         60       RL          60   15384   Pave  <NA>      IR1
## 1226 1226         80       RL          65   10482   Pave  <NA>      Reg
## 1227 1227         60       RL          86   14598   Pave  <NA>      IR1
## 1228 1228         20       RL          72    8872   Pave  <NA>      Reg
## 1229 1229        120       RL          65    8769   Pave  <NA>      Reg
## 1230 1230         80       RL          70    7910   Pave  <NA>      Reg
## 1231 1231         90       RL          NA   18890   Pave  <NA>      IR1
## 1232 1232         90       RL          70    7728   Pave  <NA>      Reg
## 1233 1233         90       RL          70    9842   Pave  <NA>      Reg
## 1234 1234         20       RL          NA   12160   Pave  <NA>      IR1
##      LandContour Utilities LotConfig LandSlope Neighborhood Condition1
## 1            Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 2            Lvl    AllPub       FR2       Gtl      Veenker      Feedr
## 3            Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 4            Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 5            Lvl    AllPub       FR2       Gtl      NoRidge       Norm
## 6            Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 7            Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 8            Lvl    AllPub    Corner       Gtl       NWAmes       PosN
## 9            Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 10           Lvl    AllPub    Corner       Gtl      BrkSide     Artery
## 11           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 12           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 13           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 14           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 15           Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 16           Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 17           Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 18           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 19           Lvl    AllPub    Inside       Gtl      SawyerW       RRAe
## 20           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 21           Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 22           Bnk    AllPub    Inside       Gtl       IDOTRR       Norm
## 23           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 24           Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 25           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 26           Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 27           Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 28           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 29           Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 30           Lvl    AllPub    Inside       Gtl      BrkSide      Feedr
## 31           Lvl    AllPub    Inside       Gtl       IDOTRR      Feedr
## 32           Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm
## 33           Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 34           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 35           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 36           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 37           Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 38           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 39           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 40           Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 41           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 42           Lvl    AllPub    Inside       Gtl       Timber       Norm
## 43           Lvl    AllPub   CulDSac       Gtl      SawyerW       Norm
## 44           Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 45           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 46           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 47           Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 48           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 49           Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 50           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 51           Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 52           Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 53           Bnk    AllPub    Corner       Mod       IDOTRR       RRNn
## 54           Low    AllPub    Inside       Gtl      Veenker       Norm
## 55           Bnk    AllPub    Inside       Mod        NAmes       Norm
## 56           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 57           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 58           Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 59           HLS    AllPub   CulDSac       Gtl      StoneBr       Norm
## 60           Bnk    AllPub    Inside       Gtl      CollgCr       Norm
## 61           Lvl    AllPub    Inside       Gtl      SawyerW       RRAe
## 62           Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 63           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 64           Bnk    AllPub    Inside       Gtl      OldTown       RRAn
## 65           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 66           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 67           Lvl    AllPub    Inside       Gtl        NAmes       PosA
## 68           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 69           Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 70           Lvl    AllPub    Corner       Gtl      ClearCr       Norm
## 71           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 72           Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 73           Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 74           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 75           Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 76           Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 77           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 78           Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 79           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 80           Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 81           Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 82           Lvl    AllPub       FR2       Gtl      Mitchel       Norm
## 83           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 84           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 85           Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 86           Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 87           Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 88           Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 89           Lvl    AllPub    Corner       Gtl       IDOTRR      Feedr
## 90           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 91           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 92           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 93           HLS    AllPub    Inside       Gtl      Crawfor       Norm
## 94           Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 95           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 96           Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 97           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 98           HLS    AllPub    Inside       Gtl      Edwards       Norm
## 99           Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 100          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 101          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 102          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 103          Bnk    AllPub    Inside       Gtl      SawyerW       Norm
## 104          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 105          Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 106          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 107          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 108          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 109          Lvl    AllPub    Corner       Gtl       IDOTRR     Artery
## 110          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 111          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 112          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 113          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 114          Bnk    AllPub    Corner       Gtl      Crawfor       Norm
## 115          Lvl    AllPub    Inside       Mod      Crawfor       Norm
## 116          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 117          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 118          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 119          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 120          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 121          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 122          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 123          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 124          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 125          Lvl    AllPub   CulDSac       Gtl       NWAmes       Norm
## 126          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 127          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 128          Bnk    AllPub    Inside       Gtl      OldTown      Feedr
## 129          Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 130          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 131          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 132          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 133          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 134          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 135          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 136          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 137          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 138          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 139          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 140          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 141          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 142          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 143          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 144          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 145          Lvl    AllPub    Inside       Gtl       Sawyer       RRAe
## 146          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 147          Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 148          Lvl    AllPub   CulDSac       Gtl      Gilbert       Norm
## 149          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 150          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 151          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 152          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 153          Lvl    AllPub   CulDSac       Gtl       NWAmes       Norm
## 154          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 155          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 156          Lvl    AllPub    Corner       Gtl      Edwards     Artery
## 157          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 158          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 159          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 160          HLS    AllPub    Corner       Gtl      Gilbert       Norm
## 161          Lvl    AllPub   CulDSac       Gtl      Veenker       Norm
## 162          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 163          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 164          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 165          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 166          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 167          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 168          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 169          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 170          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 171          Lvl    AllPub    Inside       Gtl      OldTown      Feedr
## 172          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 173          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 174          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 175          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 176          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 177          Lvl    AllPub    Corner       Gtl      ClearCr       Norm
## 178          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 179          Lvl    AllPub   CulDSac       Gtl      StoneBr       Norm
## 180          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 181          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 182          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 183          Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 184          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 185          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 186          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 187          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 188          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 189          Bnk    AllPub    Inside       Gtl      SawyerW      Feedr
## 190          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 191          Bnk    AllPub    Inside       Mod      Crawfor       Norm
## 192          Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 193          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 194          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 195          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 196          Lvl    AllPub       FR2       Gtl      NPkVill       Norm
## 197          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 198          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 199          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 200          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 201          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 202          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 203          Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 204          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 205          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 206          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 207          Lvl    AllPub   CulDSac       Gtl       Sawyer       RRAe
## 208          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 209          Low    AllPub    Inside       Mod      SawyerW       Norm
## 210          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 211          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 212          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 213          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 214          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 215          Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 216          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 217          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 218          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 219          Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 220          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 221          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 222          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 223          Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 224          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 225          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 226          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 227          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 228          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 229          Lvl    AllPub       FR2       Gtl       Sawyer      Feedr
## 230          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 231          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 232          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 233          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 234          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 235          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 236          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 237          Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 238          Lvl    AllPub   CulDSac       Gtl      SawyerW       RRNe
## 239          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 240          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 241          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 242          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 243          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 244          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 245          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 246          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 247          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 248          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 249          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 250          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 251          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 252          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 253          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 254          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 255          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 256          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 257          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 258          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 259          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 260          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 261          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 262          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 263          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 264          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 265          Bnk    AllPub    Inside       Gtl      OldTown     Artery
## 266          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 267          HLS    AllPub       FR2       Gtl      Gilbert       Norm
## 268          Bnk    AllPub    Inside       Mod        SWISU       Norm
## 269          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 270          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 271          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 272          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 273          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 274          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 275          Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 276          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 277          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 278          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 279          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 280          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 281          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 282          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 283          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 284          Lvl    AllPub    Inside       Gtl      Somerst      Feedr
## 285          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 286          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 287          Bnk    AllPub    Inside       Gtl        NAmes       Norm
## 288          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 289          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 290          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 291          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 292          Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 293          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 294          Lvl    AllPub    Corner       Gtl       NWAmes       PosA
## 295          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 296          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 297          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 298          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 299          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 300          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 301          Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 302          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 303          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 304          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 305          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 306          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 307          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 308          Lvl    AllPub    Inside       Gtl       IDOTRR     Artery
## 309          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 310          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 311          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 312          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 313          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 314          Low    AllPub    Inside       Sev       Timber       Norm
## 315          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 316          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 317          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 318          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 319          Low    AllPub    Inside       Mod      NoRidge       Norm
## 320          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 321          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 322          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 323          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 324          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 325          Lvl    AllPub    Corner       Gtl        NAmes       PosN
## 326          Lvl    AllPub    Inside       Gtl       IDOTRR       RRAe
## 327          Lvl    AllPub   CulDSac       Gtl      Veenker       Norm
## 328          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 329          Bnk    AllPub    Inside       Gtl      BrkSide       PosN
## 330          Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 331          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 332          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 333          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 334          Lvl    AllPub       FR3       Gtl      NridgHt       Norm
## 335          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 336          HLS    AllPub    Corner       Sev       Timber       Norm
## 337          HLS    AllPub    Corner       Gtl      StoneBr       Norm
## 338          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 339          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 340          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 341          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 342          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 343          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 344          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 345          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 346          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 347          Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 348          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 349          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 350          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 351          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 352          Low    AllPub    Inside       Mod      ClearCr       Norm
## 353          Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 354          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 355          Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 356          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 357          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 358          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 359          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 360          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 361          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 362          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 363          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 364          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 365          Lvl    AllPub       FR2       Gtl       NWAmes       Norm
## 366          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 367          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 368          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 369          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 370          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 371          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 372          Lvl    AllPub    Inside       Gtl      ClearCr      Feedr
## 373          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 374          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 375          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 376          Low    AllPub    Inside       Sev      Edwards       Norm
## 377          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 378          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 379          Lvl    AllPub    Corner       Gtl      StoneBr       Norm
## 380          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 381          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 382          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 383          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 384          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 385          Low    AllPub    Corner       Mod      ClearCr      Feedr
## 386          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 387          Lvl    AllPub       FR2       Gtl      Edwards      Feedr
## 388          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 389          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 390          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 391          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 392          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 393          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 394          Lvl    AllPub    Corner       Gtl      BrkSide      Feedr
## 395          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 396          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 397          Low    AllPub    Inside       Gtl      CollgCr       Norm
## 398          Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 399          Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 400          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 401          Lvl    AllPub    Inside       Gtl      Veenker       Norm
## 402          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 403          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 404          Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 405          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 406          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 407          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 408          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 409          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 410          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 411          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 412          Bnk    AllPub    Inside       Gtl      Gilbert       Norm
## 413          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 414          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 415          Lvl    AllPub   CulDSac       Gtl      SawyerW       Norm
## 416          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 417          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 418          Lvl    AllPub    Inside       Gtl      Crawfor      Feedr
## 419          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 420          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 421          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 422          Lvl    AllPub       FR2       Gtl       NWAmes       Norm
## 423          HLS    AllPub    Inside       Mod      Mitchel     Artery
## 424          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 425          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 426          HLS    AllPub    Inside       Gtl      OldTown       Norm
## 427          Low    AllPub    Inside       Mod      SawyerW       Norm
## 428          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 429          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 430          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 431          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 432          Bnk    AllPub    Inside       Gtl      OldTown      Feedr
## 433          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 434          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 435          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 436          Lvl    AllPub   CulDSac       Gtl      CollgCr       PosN
## 437          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 438          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 439          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 440          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 441          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 442          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 443          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 444          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 445          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 446          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 447          Lvl    AllPub    Corner       Gtl        NAmes       PosA
## 448          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 449          Bnk    AllPub    Inside       Gtl       IDOTRR       Norm
## 450          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 451          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 452          Low    AllPub    Inside       Mod      ClearCr       Norm
## 453          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 454          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 455          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 456          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 457          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 458          Low    AllPub   CulDSac       Mod      ClearCr       Norm
## 459          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 460          Bnk    AllPub    Corner       Gtl      BrkSide       Norm
## 461          Lvl    AllPub    Inside       Gtl      Somerst       RRAn
## 462          Lvl    AllPub    Inside       Gtl        SWISU      Feedr
## 463          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 464          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 465          HLS    AllPub    Inside       Mod      CollgCr       Norm
## 466          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 467          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 468          Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 469          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 470          Lvl    AllPub    Corner       Gtl      SawyerW       RRNe
## 471          Lvl    AllPub    Corner       Gtl      StoneBr       Norm
## 472          Lvl    AllPub    Inside       Gtl       NWAmes       PosA
## 473          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 474          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 475          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 476          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 477          Lvl    AllPub    Inside       Mod      CollgCr       Norm
## 478          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 479          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 480          Bnk    AllPub    Inside       Gtl      OldTown       Norm
## 481          Lvl    AllPub       FR2       Gtl      NridgHt       Norm
## 482          HLS    AllPub    Inside       Gtl      NridgHt       Norm
## 483          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 484          Lvl    AllPub       FR2       Gtl      Mitchel       Norm
## 485          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 486          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 487          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 488          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 489          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 490          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 491          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 492          Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 493          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 494          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 495          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 496          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 497          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 498          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 499          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 500          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 501          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 502          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 503          Lvl    AllPub    Corner       Gtl      Edwards      Feedr
## 504          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 505          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 506          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 507          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 508          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 509          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 510          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 511          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 512          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 513          Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 514          Bnk    AllPub    Corner       Gtl      Mitchel       Norm
## 515          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 516          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 517          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 518          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 519          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 520          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 521          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 522          Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 523          Lvl    AllPub    Corner       Gtl      BrkSide      Feedr
## 524          Bnk    AllPub    Inside       Gtl      Edwards       PosN
## 525          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 526          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 527          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 528          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 529          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 530          Lvl    AllPub   CulDSac       Gtl      Crawfor       Norm
## 531          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 532          Lvl    AllPub       FR3       Gtl      BrkSide       RRNn
## 533          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 534          Low    AllPub    Inside       Mod      BrkSide       Norm
## 535          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 536          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 537          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 538          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 539          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 540          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 541          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 542          Lvl    AllPub       FR2       Gtl      NoRidge       Norm
## 543          Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 544          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 545          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 546          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 547          Bnk    AllPub    Inside       Gtl      BrkSide       Norm
## 548          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 549          HLS    AllPub    Inside       Gtl      OldTown      Feedr
## 550          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 551          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 552          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 553          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 554          Lvl    AllPub    Inside       Gtl      Edwards      Feedr
## 555          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 556          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 557          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 558          Low    AllPub    Inside       Mod       IDOTRR       Norm
## 559          HLS    AllPub       FR2       Gtl      Gilbert       Norm
## 560          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 561          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 562          Lvl    AllPub    Inside       Mod      Mitchel       Norm
## 563          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 564          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 565          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 566          Bnk    AllPub    Corner       Gtl        SWISU       Norm
## 567          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 568          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 569          Low    AllPub    Inside       Mod      SawyerW       Norm
## 570          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 571          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 572          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 573          HLS    AllPub    Corner       Gtl       Timber       Norm
## 574          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 575          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 576          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 577          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 578          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 579          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 580          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 581          Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 582          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 583          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 584          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 585          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 586          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 587          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 588          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 589          Low    AllPub    Inside       Sev      ClearCr       Norm
## 590          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 591          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 592          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 593          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 594          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 595          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 596          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 597          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 598          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 599          Bnk    AllPub    Inside       Gtl      Crawfor       Norm
## 600          Lvl    AllPub    Inside       Gtl      Blueste       Norm
## 601          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 602          Bnk    AllPub    Inside       Gtl       IDOTRR       Norm
## 603          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 604          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 605          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 606          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 607          Low    AllPub    Corner       Mod      CollgCr       Norm
## 608          Bnk    AllPub    Inside       Mod      Edwards       Norm
## 609          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 610          Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 611          Lvl    AllPub    Inside       Gtl      CollgCr       PosN
## 612          Lvl    AllPub       FR2       Gtl       NWAmes       Norm
## 613          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 614          Lvl    AllPub    Inside       Gtl      Mitchel      Feedr
## 615          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 616          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 617          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 618          HLS    AllPub    Corner       Mod        NAmes     Artery
## 619          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 620          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 621          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 622          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 623          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 624          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 625          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 626          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 627          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 628          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 629          HLS    AllPub    Inside       Sev        NAmes       Norm
## 630          Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 631          Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 632          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 633          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 634          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 635          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 636          Bnk    AllPub    Inside       Gtl        SWISU      Feedr
## 637          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 638          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 639          Lvl    AllPub    Inside       Gtl      Edwards      Feedr
## 640          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 641          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 642          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 643          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 644          Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 645          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 646          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 647          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 648          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 649          Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 650          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 651          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 652          Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 653          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 654          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 655          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 656          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 657          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 658          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 659          Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 660          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 661          Lvl    AllPub   CulDSac       Gtl       NWAmes       Norm
## 662          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 663          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 664          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 665          Lvl    AllPub   CulDSac       Gtl      Somerst       RRAn
## 666          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 667          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 668          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 669          Bnk    AllPub    Corner       Mod       Sawyer       Norm
## 670          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 671          Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 672          Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 673          Lvl    AllPub    Inside       Gtl      Veenker       Norm
## 674          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 675          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 676          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 677          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 678          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 679          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 680          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 681          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 682          Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 683          HLS    AllPub    Inside       Gtl      ClearCr       Norm
## 684          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 685          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 686          Lvl    AllPub   CulDSac       Gtl      StoneBr       Norm
## 687          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 688          Lvl    AllPub       FR2       Gtl      Somerst       Norm
## 689          HLS    AllPub    Inside       Gtl      StoneBr       Norm
## 690          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 691          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 692          Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 693          Lvl    AllPub    Inside       Mod       Timber       Norm
## 694          Lvl    AllPub    Corner       Sev      OldTown       Norm
## 695          Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 696          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 697          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 698          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 699          Lvl    AllPub    Inside       Gtl       Sawyer       RRAe
## 700          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 701          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 702          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 703          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 704          Lvl    AllPub    Inside       Gtl      OldTown      Feedr
## 705          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 706          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 707          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 708          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 709          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 710          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 711          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 712          HLS    AllPub    Inside       Mod       IDOTRR       Norm
## 713          HLS    AllPub    Inside       Gtl      StoneBr       Norm
## 714          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 715          Lvl    AllPub   CulDSac       Gtl       Sawyer       RRAe
## 716          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 717          Bnk    AllPub    Inside       Gtl      OldTown       Norm
## 718          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 719          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 720          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 721          Low    AllPub   CulDSac       Mod      StoneBr       Norm
## 722          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 723          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 724          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 725          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 726          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 727          Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 728          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 729          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 730          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 731          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 732          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 733          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 734          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 735          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 736          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 737          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 738          HLS    AllPub   CulDSac       Gtl      Gilbert       Norm
## 739          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 740          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 741          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 742          Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 743          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 744          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 745          HLS    AllPub    Inside       Gtl      StoneBr       Norm
## 746          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 747          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 748          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 749          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 750          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 751          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 752          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 753          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 754          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 755          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 756          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 757          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 758          Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm
## 759          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 760          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 761          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 762          Lvl    AllPub       FR2       Gtl      BrkSide      Feedr
## 763          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 764          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 765          Lvl    AllPub   CulDSac       Gtl      Veenker       Norm
## 766          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 767          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 768          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 769          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 770          HLS    AllPub   CulDSac       Mod      StoneBr       Norm
## 771          Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm
## 772          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 773          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 774          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 775          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 776          Lvl    AllPub       FR2       Gtl      Mitchel       Norm
## 777          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 778          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 779          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 780          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 781          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 782          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 783          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 784          Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 785          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 786          Lvl    AllPub    Inside       Gtl       NWAmes      Feedr
## 787          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 788          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 789          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 790          Low    AllPub    Inside       Gtl      ClearCr       Norm
## 791          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 792          Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 793          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 794          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 795          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 796          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 797          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 798          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 799          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 800          Lvl    AllPub    Corner       Gtl        SWISU      Feedr
## 801          HLS    AllPub    Inside       Mod      ClearCr      Feedr
## 802          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 803          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 804          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 805          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 806          Lvl    AllPub       FR2       Gtl      Somerst       Norm
## 807          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 808          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 809          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 810          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 811          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 812          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 813          Bnk    AllPub    Inside       Mod       IDOTRR       Norm
## 814          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 815          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 816          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 817          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 818          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 819          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 820          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 821          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 822          Bnk    AllPub    Inside       Mod      OldTown       Norm
## 823          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 824          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 825          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 826          Lvl    AllPub    Inside       Gtl      NridgHt       PosN
## 827          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 828          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 829          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 830          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 831          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 832          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 833          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 834          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 835          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 836          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 837          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 838          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 839          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 840          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 841          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 842          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 843          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 844          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 845          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 846          Lvl    AllPub   CulDSac       Gtl       Sawyer       RRAe
## 847          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 848          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 849          Bnk    AllPub    Inside       Gtl      ClearCr       Norm
## 850          Lvl    AllPub       FR2       Gtl      Veenker      Feedr
## 851          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 852          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 853          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 854          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 855          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 856          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 857          Low    AllPub    Inside       Mod      CollgCr       Norm
## 858          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 859          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 860          Lvl    AllPub    Corner       Gtl       NWAmes       PosA
## 861          Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 862          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 863          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 864          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 865          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 866          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 867          HLS    AllPub    Inside       Gtl       Timber       Norm
## 868          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 869          Lvl    AllPub    Corner       Gtl      Gilbert      Feedr
## 870          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 871          Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 872          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 873          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 874          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 875          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 876          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 877          HLS    AllPub    Inside       Mod      Mitchel       Norm
## 878          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 879          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 880          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 881          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 882          Lvl    AllPub   CulDSac       Gtl       Timber       Norm
## 883          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 884          Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 885          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 886          Lvl    AllPub   CulDSac       Gtl      Somerst       Norm
## 887          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 888          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 889          Lvl    AllPub    Inside       Mod        NAmes       Norm
## 890          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 891          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 892          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 893          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 894          Lvl    AllPub    Inside       Gtl       Sawyer       PosN
## 895          Bnk    AllPub    Inside       Gtl      SawyerW       Norm
## 896          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 897          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 898          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 899          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 900          Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 901          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 902          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 903          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 904          HLS    AllPub   CulDSac       Gtl      Gilbert       Norm
## 905          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 906          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 907          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 908          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 909          Low    AllPub    Inside       Mod      Mitchel       Norm
## 910          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 911          Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 912          Lvl    AllPub   CulDSac       Mod      CollgCr       Norm
## 913          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 914          HLS    AllPub    Inside       Gtl      Crawfor       Norm
## 915          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 916          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 917          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 918          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 919          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 920          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 921          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 922          Lvl    AllPub    Inside       Gtl      Edwards      Feedr
## 923          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 924          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 925          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 926          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 927          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 928          Lvl    AllPub    Inside       Gtl       NWAmes      Feedr
## 929          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 930          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 931          HLS    AllPub    Inside       Gtl       Timber       Norm
## 932          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 933          Lvl    AllPub    Corner       Gtl      Somerst       RRNn
## 934          Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 935          HLS    AllPub    Inside       Mod        NAmes       PosA
## 936          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 937          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 938          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 939          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 940          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 941          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 942          Lvl    AllPub       FR2       Gtl      Gilbert       RRNn
## 943          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 944          Low    AllPub    Inside       Gtl      Mitchel       Norm
## 945          Lvl    NoSeWa   CulDSac       Gtl       Timber       Norm
## 946          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 947          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 948          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 949          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 950          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 951          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 952          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 953          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 954          Lvl    AllPub    Inside       Mod      Mitchel       Norm
## 955          Lvl    AllPub   CulDSac       Gtl      Edwards       Norm
## 956          HLS    AllPub    Inside       Gtl      Crawfor       Norm
## 957          Lvl    AllPub    Inside       Gtl      Blueste       Norm
## 958          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 959          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 960          Lvl    AllPub       FR2       Gtl      Somerst       Norm
## 961          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 962          Lvl    AllPub    Corner       Gtl       NWAmes       PosN
## 963          Lvl    AllPub    Corner       Gtl      NPkVill       Norm
## 964          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 965          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 966          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 967          HLS    AllPub    Inside       Gtl      Crawfor       Norm
## 968          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 969          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 970          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 971          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 972          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 973          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 974          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 975          Lvl    AllPub    Corner       Gtl      BrkSide       RRAn
## 976          Lvl    AllPub       FR2       Gtl      Somerst       Norm
## 977          Bnk    AllPub    Inside       Gtl      BrkSide       Norm
## 978          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 979          Bnk    AllPub    Inside       Mod      Edwards       Norm
## 980          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 981          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 982          Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 983          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 984          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 985          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 986          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 987          Lvl    AllPub    Corner       Gtl      OldTown      Feedr
## 988          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 989          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 990          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 991          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 992          Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 993          Lvl    AllPub    Inside       Mod        NAmes       Norm
## 994          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 995          Lvl    AllPub       FR2       Gtl      NridgHt       Norm
## 996          Lvl    AllPub    Inside       Mod      BrkSide      Feedr
## 997          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 998          Lvl    AllPub    Inside       Gtl       NWAmes       PosA
## 999          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 1000         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1001         Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1002         Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 1003         Lvl    AllPub    Inside       Gtl      Somerst       RRAn
## 1004         Lvl    AllPub    Corner       Gtl       NWAmes      Feedr
## 1005         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 1006         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1007         Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 1008         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1009         Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 1010         Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 1011         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1012         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1013         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1014         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1015         Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 1016         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1017         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1018         Lvl    AllPub   CulDSac       Gtl      StoneBr       Norm
## 1019         Lvl    AllPub       FR2       Gtl      Gilbert       Norm
## 1020         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 1021         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1022         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1023         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1024         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 1025         Lvl    AllPub    Corner       Gtl       Timber       Norm
## 1026         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1027         Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 1028         HLS    AllPub    Inside       Gtl       Timber       Norm
## 1029         Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 1030         Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 1031         Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 1032         Lvl    AllPub    Corner       Gtl        SWISU       Norm
## 1033         Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 1034         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1035         Bnk    AllPub    Inside       Gtl      Crawfor       Norm
## 1036         Lvl    AllPub   CulDSac       Gtl      Edwards       Norm
## 1037         HLS    AllPub    Inside       Gtl       Timber       Norm
## 1038         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1039         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1040         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1041         Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 1042         Lvl    AllPub    Inside       Gtl       NWAmes      Feedr
## 1043         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1044         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1045         Lvl    AllPub    Inside       Gtl       NWAmes       PosN
## 1046         Lvl    AllPub   CulDSac       Gtl      Edwards       Norm
## 1047         Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 1048         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1049         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1050         Low    AllPub    Inside       Gtl      Edwards       Norm
## 1051         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1052         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1053         Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 1054         Lvl    AllPub    Inside       Mod      Edwards       Norm
## 1055         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1056         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1057         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1058         Lvl    AllPub       FR2       Gtl      NoRidge       Norm
## 1059         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1060         HLS    AllPub    Corner       Mod      Crawfor       Norm
## 1061         Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 1062         Low    AllPub    Inside       Gtl       IDOTRR       Norm
## 1063         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1064         Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 1065         Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 1066         Lvl    AllPub    Inside       Mod      ClearCr       Norm
## 1067         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1068         Lvl    AllPub    Inside       Mod        NAmes       Norm
## 1069         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1070         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1071         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1072         Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 1073         Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 1074         Bnk    AllPub    Corner       Gtl      Edwards       Norm
## 1075         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1076         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1077         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1078         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1079         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1080         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1081         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1082         Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 1083         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1084         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1085         Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 1086         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1087         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1088         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1089         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1090         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1091         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1092         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1093         Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 1094         Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 1095         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1096         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1097         Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 1098         Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 1099         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1100         Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 1101         Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 1102         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1103         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1104         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1105         Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 1106         Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 1107         Lvl    AllPub    Corner       Gtl      SawyerW      Feedr
## 1108         HLS    AllPub   CulDSac       Gtl      Gilbert       Norm
## 1109         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1110         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1111         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1112         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1113         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1114         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1115         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1116         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1117         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1118         Lvl    AllPub       FR2       Gtl       Sawyer      Feedr
## 1119         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1120         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1121         Bnk    AllPub    Inside       Mod       IDOTRR       Norm
## 1122         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1123         Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1124         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1125         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1126         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1127         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 1128         Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 1129         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1130         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1131         Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 1132         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1133         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1134         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1135         HLS    AllPub    Inside       Gtl      Gilbert       Norm
## 1136         Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 1137         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1138         Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 1139         Lvl    AllPub    Inside       Mod      Mitchel       Norm
## 1140         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1141         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1142         Lvl    AllPub   CulDSac       Gtl       NWAmes       PosN
## 1143         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1144         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1145         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1146         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1147         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1148         Bnk    AllPub    Inside       Gtl      Crawfor       Norm
## 1149         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1150         Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 1151         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1152         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1153         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1154         Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 1155         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1156         Lvl    AllPub    Corner       Gtl      Veenker       Norm
## 1157         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1158         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1159         Lvl    AllPub       FR2       Gtl      Somerst      Feedr
## 1160         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1161         Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 1162         Low    AllPub   CulDSac       Gtl      Crawfor       PosN
## 1163         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1164         Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 1165         Lvl    AllPub       FR2       Gtl      Veenker      Feedr
## 1166         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1167         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1168         Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 1169         Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1170         Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 1171         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1172         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1173         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1174         Bnk    AllPub    Inside       Gtl      ClearCr       Norm
## 1175         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1176         Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 1177         Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 1178         Bnk    AllPub    Inside       Gtl      OldTown     Artery
## 1179         Lvl    AllPub       FR2       Gtl      Crawfor       Norm
## 1180         Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1181         Lvl    AllPub    Corner       Gtl       Timber       Norm
## 1182         HLS    AllPub    Inside       Mod      Crawfor       Norm
## 1183         Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 1184         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1185         Lvl    AllPub    Inside       Mod       Timber       Norm
## 1186         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1187         Bnk    AllPub    Corner       Mod      OldTown     Artery
## 1188         Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 1189         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1190         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1191         Low    AllPub    Inside       Mod      Mitchel       Norm
## 1192         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1193         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1194         Lvl    AllPub       FR2       Gtl      Mitchel       Norm
## 1195         Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 1196         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1197         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1198         Bnk    AllPub    Corner       Gtl      OldTown       Norm
## 1199         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1200         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1201         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1202         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1203         Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 1204         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1205         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1206         Lvl    AllPub   CulDSac       Gtl      SawyerW       Norm
## 1207         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1208         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1209         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1210         Lvl    AllPub   CulDSac       Gtl      Somerst       RRNn
## 1211         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1212         Bnk    AllPub    Inside       Mod      Gilbert       Norm
## 1213         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1214         Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm
## 1215         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1216         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1217         Lvl    AllPub    Inside       Gtl       Sawyer       RRAe
## 1218         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1219         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1220         Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 1221         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1222         Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 1223         Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 1224         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1225         Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 1226         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1227         Lvl    AllPub   CulDSac       Gtl      Somerst      Feedr
## 1228         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1229         Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 1230         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1231         Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 1232         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1233         Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 1234         Lvl    AllPub    Inside       Gtl        NAmes       Norm
##      Condition2 BldgType HouseStyle OverallQual OverallCond YearBuilt
## 1          Norm     1Fam     2Story           7           5      2003
## 2          Norm     1Fam     1Story           6           8      1976
## 3          Norm     1Fam     2Story           7           5      2001
## 4          Norm     1Fam     2Story           7           5      1915
## 5          Norm     1Fam     2Story           8           5      2000
## 6          Norm     1Fam     1.5Fin           5           5      1993
## 7          Norm     1Fam     1Story           8           5      2004
## 8          Norm     1Fam     2Story           7           6      1973
## 9          Norm     1Fam     1.5Fin           7           5      1931
## 10       Artery   2fmCon     1.5Unf           5           6      1939
## 11         Norm     1Fam     1Story           5           5      1965
## 12         Norm     1Fam     2Story           9           5      2005
## 13         Norm     1Fam     1Story           5           6      1962
## 14         Norm     1Fam     1Story           7           5      2006
## 15         Norm     1Fam     1Story           6           5      1960
## 16         Norm     1Fam     1.5Unf           7           8      1929
## 17         Norm     1Fam     1Story           6           7      1970
## 18         Norm   Duplex     1Story           4           5      1967
## 19         Norm     1Fam     1Story           5           5      2004
## 20         Norm     1Fam     1Story           5           6      1958
## 21         Norm     1Fam     2Story           8           5      2005
## 22         Norm     1Fam     1.5Unf           7           7      1930
## 23         Norm     1Fam     1Story           8           5      2002
## 24         Norm   TwnhsE     1Story           5           7      1976
## 25         Norm     1Fam     1Story           5           8      1968
## 26         Norm     1Fam     1Story           8           5      2007
## 27         Norm     1Fam     1Story           5           7      1951
## 28         Norm     1Fam     1Story           8           5      2007
## 29         Norm     1Fam     1Story           5           6      1957
## 30         RRNn     1Fam     1Story           4           6      1927
## 31         Norm     1Fam     2Story           4           4      1920
## 32         Norm     1Fam     1Story           5           6      1966
## 33         Norm     1Fam     1Story           8           5      2007
## 34         Norm     1Fam     1Story           5           5      1959
## 35         Norm   TwnhsE     1Story           9           5      2005
## 36         Norm     1Fam     2Story           8           5      2004
## 37         Norm     1Fam     1Story           5           5      1994
## 38         Norm     1Fam     1Story           5           6      1954
## 39         Norm     1Fam     1Story           5           7      1953
## 40         Norm   Duplex     1Story           4           5      1955
## 41         Norm     1Fam     1Story           6           5      1965
## 42         Norm     1Fam     1Story           5           6      1959
## 43         Norm     1Fam     SFoyer           5           7      1983
## 44         Norm     1Fam     1Story           5           6      1975
## 45         Norm     1Fam     1Story           5           6      1959
## 46         Norm   TwnhsE     1Story           9           5      2005
## 47         Norm     1Fam     1.5Fin           7           5      2003
## 48         Norm     1Fam     1Story           8           5      2006
## 49         Norm   2fmCon     2Story           4           5      1920
## 50         Norm     1Fam     1Story           5           7      1966
## 51         Norm     1Fam     2Story           6           6      1997
## 52         Norm     1Fam     1.5Fin           6           6      1934
## 53         Norm   Duplex     1Story           5           5      1963
## 54         Norm     1Fam     1Story           9           5      1981
## 55         Norm     1Fam       SLvl           5           5      1955
## 56         Norm     1Fam     1Story           6           5      1964
## 57         Norm    Twnhs     2Story           8           5      1999
## 58         Norm     1Fam     2Story           7           5      2004
## 59         Norm     1Fam     2Story          10           5      2006
## 60         Norm     1Fam     1Story           5           7      1972
## 61         Norm     1Fam     1Story           6           5      2004
## 62         Norm     1Fam     2.5Unf           5           7      1920
## 63         Norm   TwnhsE     1Story           8           5      2006
## 64        Feedr     1Fam     2Story           7           6      1921
## 65         Norm     1Fam     2Story           7           5      1997
## 66         Norm     1Fam     2Story           8           5      2004
## 67         Norm     1Fam     1Story           7           5      1970
## 68         Norm     1Fam     1Story           7           5      2003
## 69         Norm     1Fam     1Story           4           6      1945
## 70         Norm     1Fam     1.5Fin           7           4      1953
## 71         Norm     1Fam     1Story           7           6      1973
## 72         Norm     1Fam     1Story           4           6      1982
## 73         Norm     1Fam     2Story           7           5      1998
## 74         Norm     1Fam     1Story           5           7      1954
## 75         Norm     1Fam     2Story           3           6      1915
## 76         Norm    Twnhs       SLvl           4           5      1973
## 77         Norm     1Fam     1Story           4           7      1956
## 78         Norm     1Fam     1.5Fin           5           5      1948
## 79         Norm   Duplex     1Story           4           5      1968
## 80         Norm     1Fam     2Story           5           6      1910
## 81         Norm     1Fam     2Story           6           6      1968
## 82         Norm   TwnhsE     1Story           6           5      1998
## 83         Norm     1Fam     1Story           8           5      2007
## 84         Norm     1Fam     1Story           5           5      1960
## 85         Norm     1Fam       SLvl           7           5      1995
## 86         Norm     1Fam     2Story           8           5      1991
## 87         Norm     1Fam     2Story           6           5      2005
## 88         Norm   TwnhsE     2Story           6           5      2009
## 89        Feedr     1Fam     1.5Fin           3           2      1915
## 90         Norm     1Fam     1Story           4           5      1994
## 91         Norm     1Fam     1Story           4           5      1950
## 92         Norm     1Fam     1Story           5           3      1961
## 93         Norm     1Fam     1Story           5           7      1921
## 94         Norm   2fmCon     2.5Unf           6           6      1910
## 95         Norm     1Fam     2Story           6           5      1997
## 96         Norm     1Fam     2Story           6           8      1993
## 97         Norm     1Fam     1Story           7           5      1999
## 98         Norm     1Fam     1Story           4           5      1965
## 99         Norm     1Fam     1Story           5           5      1920
## 100        Norm     1Fam     1Story           4           5      1959
## 101        Norm     1Fam     1Story           6           7      1977
## 102        Norm     1Fam     2Story           6           5      1985
## 103        Norm   Duplex     1Story           5           5      1979
## 104        Norm     1Fam     1Story           7           5      2009
## 105        Norm     1Fam     1.5Fin           7           4      1931
## 106        Norm     1Fam     2Story           8           5      2003
## 107        Norm     1Fam     1Story           4           7      1885
## 108        Norm     1Fam     1Story           5           5      1948
## 109        Norm     1Fam     1.5Fin           5           7      1919
## 110        Norm     1Fam     1Story           6           6      1977
## 111        Norm     1Fam     1.5Fin           6           4      1954
## 112        Norm     1Fam       SLvl           7           5      2000
## 113        Norm     1Fam     2Story           7           5      2007
## 114        Norm     1Fam     1Story           6           5      1953
## 115        Norm     1Fam     2Story           6           8      1945
## 116        Norm   TwnhsE     2Story           6           5      1999
## 117        Norm     1Fam     1Story           5           5      1962
## 118        Norm     1Fam     1Story           5           5      2006
## 119        Norm     1Fam     2Story           7           5      1990
## 120        Norm     1Fam     2Story           6           5      2005
## 121        Norm     1Fam       SLvl           6           5      1969
## 122        Norm     1Fam     1.5Fin           4           5      1939
## 123        Norm     1Fam     1Story           6           7      1958
## 124        Norm   TwnhsE     1Story           6           5      1993
## 125        Norm     1Fam     1Story           6           5      1979
## 126        Norm   2fmCon     1.5Fin           6           8      1935
## 127        Norm   TwnhsE     1Story           6           5      1976
## 128        Norm     1Fam     1.5Unf           5           7      1930
## 129        Norm     1Fam     2Story           6           5      1966
## 130        Norm     1Fam     1Story           5           7      1958
## 131        Norm     1Fam     2Story           7           6      1966
## 132        Norm     1Fam     2Story           6           5      2000
## 133        Norm     1Fam     1Story           5           6      1959
## 134        Norm     1Fam     1Story           8           5      2001
## 135        Norm     1Fam     1Story           5           6      1968
## 136        Norm     1Fam     1Story           7           6      1970
## 137        Norm     1Fam     1Story           5           5      1967
## 138        Norm   Duplex     1Story           7           5      1988
## 139        Norm     1Fam     2Story           8           5      1999
## 140        Norm     1Fam     2Story           6           5      1997
## 141        Norm     1Fam     1Story           4           5      1971
## 142        Norm     1Fam     1Story           7           5      2005
## 143        Norm     1Fam     1.5Fin           5           4      1952
## 144        Norm     1Fam     1Story           7           5      1999
## 145        Norm   Duplex     1Story           5           5      1963
## 146        Norm    Twnhs     2Story           6           5      2004
## 147        Norm     1Fam     1Story           5           7      1931
## 148        Norm     1Fam     2Story           7           5      2001
## 149        Norm     1Fam     1Story           7           5      2004
## 150        Norm     1Fam     1.5Fin           5           4      1936
## 151        Norm     1Fam     1Story           5           6      1975
## 152        Norm     1Fam     1Story           8           5      2007
## 153        Norm     1Fam     2Story           6           5      1971
## 154        Norm     1Fam     1Story           6           7      1960
## 155        Norm     1Fam     1Story           6           5      1923
## 156        Norm     1Fam     1.5Fin           6           5      1924
## 157        Norm     1Fam     1Story           5           7      1950
## 158        Norm     1Fam     2Story           8           5      2009
## 159        Norm     1Fam     2Story           7           5      2004
## 160        Norm     1Fam     2Story           7           5      2005
## 161        Norm     1Fam     1Story           6           6      1984
## 162        Norm     1Fam     2Story           9           5      2003
## 163        Norm     1Fam     1Story           7           5      2005
## 164        Norm     1Fam     1.5Unf           4           6      1956
## 165        Norm     1Fam     1Story           6           7      1926
## 166        Norm   2fmCon     1.5Fin           5           7      1940
## 167        Norm     1Fam     1Story           5           5      1955
## 168        Norm     1Fam     2Story           8           5      2007
## 169        Norm     1Fam     2Story           7           5      2004
## 170        Norm     1Fam     1Story           8           6      1981
## 171        Norm     1Fam     1.5Fin           5           6      1941
## 172        Norm     1Fam     1Story           6           5      1960
## 173        Norm   TwnhsE     2Story           7           7      1987
## 174        Norm     1Fam     1Story           6           5      1961
## 175        Norm     1Fam     1Story           6           5      1986
## 176        Norm     1Fam     1Story           6           7      1950
## 177        Norm     1Fam     2Story           6           5      1988
## 178        Norm     1Fam     1.5Fin           5           5      1958
## 179        Norm     1Fam     1Story           9           5      2008
## 180        Norm     1Fam     1Story           5           6      1923
## 181        Norm    Twnhs     2Story           6           5      2000
## 182        Norm     1Fam     2Story           7           6      1920
## 183        Norm     1Fam     1Story           5           6      1957
## 184        Norm     1Fam     1.5Fin           7           5      2003
## 185       Feedr     1Fam     1.5Fin           5           8      1908
## 186        Norm     1Fam     2.5Fin          10           9      1892
## 187        Norm     1Fam       SLvl           7           5      1990
## 188        Norm     1Fam     1.5Fin           5           7      1916
## 189        Norm   Duplex     SFoyer           5           5      1979
## 190        Norm   TwnhsE     1Story           8           5      2001
## 191        Norm     1Fam     2Story           8           8      1932
## 192        Norm     1Fam     2Story           7           9      1972
## 193        Norm     1Fam     1Story           7           5      1999
## 194        Norm    Twnhs     2Story           7           5      2004
## 195        Norm     1Fam     1Story           5           7      1972
## 196        Norm    Twnhs     2Story           6           6      1976
## 197        Norm     1Fam     1Story           7           5      2007
## 198        Norm     1Fam     2Story           8           4      1918
## 199        Norm     1Fam     2.5Fin           6           6      1912
## 200        Norm     1Fam     1Story           8           5      2004
## 201        Norm     1Fam     1Story           4           5      2003
## 202        Norm     1Fam     1Story           6           6      1977
## 203        Norm     1Fam     1.5Fin           6           6      1924
## 204        Norm   TwnhsE     1Story           6           5      2004
## 205        Norm     1Fam     1.5Fin           5           7      1947
## 206        Norm     1Fam     1Story           7           5      1990
## 207        Norm     1Fam     1Story           5           5      1962
## 208        Norm     1Fam     1Story           4           5      1960
## 209        Norm     1Fam     2Story           7           5      1988
## 210        Norm     1Fam     1Story           6           7      1964
## 211        Norm     1Fam     1Story           5           6      1925
## 212        Norm     1Fam     1Story           6           5      2009
## 213        Norm     1Fam     2Story           7           5      2009
## 214        Norm     1Fam     1Story           5           5      1995
## 215        Norm     1Fam     2Story           6           7      1977
## 216        Norm     1Fam     1Story           5           6      1957
## 217        Norm     1Fam     1Story           7           5      2004
## 218        Norm     1Fam     2Story           4           4      1925
## 219        Norm     1Fam     1.5Fin           7           9      1939
## 220        Norm   TwnhsE     1Story           7           5      2005
## 221        Norm     1Fam     1Story           7           5      2006
## 222        Norm     1Fam     2Story           6           5      2002
## 223        Norm     1Fam     2Story           6           6      1975
## 224        Norm     1Fam     1Story           4           6      1971
## 225        Norm     1Fam     1Story          10           5      2003
## 226        Norm    Twnhs     2Story           5           5      1971
## 227        Norm     1Fam     2Story           7           5      1995
## 228        Norm    Twnhs     2Story           6           6      1970
## 229        Norm     1Fam     1Story           5           5      1967
## 230        Norm   TwnhsE     1Story           7           5      2005
## 231        Norm     1Fam     1Story           6           6      1959
## 232        Norm     1Fam     2Story           8           5      1995
## 233        Norm    Twnhs     2Story           6           5      1972
## 234        Norm     1Fam     1Story           5           6      1976
## 235        Norm     1Fam     2Story           6           5      2002
## 236        Norm   TwnhsE     2Story           6           3      1971
## 237        Norm     1Fam     1Story           7           5      2004
## 238        Norm     1Fam     2Story           7           7      1993
## 239        Norm     1Fam     1Story           8           5      2007
## 240        Norm     1Fam     1.5Fin           6           4      1945
## 241        Norm     1Fam     1Story           8           5      2008
## 242        Norm     1Fam     1Story           5           9      1945
## 243        Norm     1Fam     1.5Fin           5           4      1900
## 244        Norm   TwnhsE     2Story           6           6      1980
## 245        Norm     1Fam     2Story           7           5      1994
## 246        Norm     1Fam     1Story           7           5      1988
## 247        Norm   2fmCon     2Story           6           8      1910
## 248        Norm     1Fam     1Story           6           5      1954
## 249        Norm     1Fam     2Story           7           5      2003
## 250        Norm     1Fam     1.5Fin           6           7      1958
## 251        Norm     1Fam     1Story           3           2      1940
## 252        Norm   TwnhsE     1Story           8           5      2006
## 253        Norm     1Fam     2Story           6           5      2004
## 254        Norm     1Fam       SLvl           6           7      1964
## 255        Norm     1Fam     1Story           5           6      1957
## 256        Norm     1Fam     2Story           7           5      1999
## 257        Norm     1Fam     2Story           6           5      2003
## 258        Norm     1Fam     1Story           7           5      2006
## 259        Norm     1Fam     2Story           7           5      2001
## 260        Norm     1Fam     1Story           5           5      1956
## 261        Norm     1Fam       SLvl           6           5      1962
## 262        Norm     1Fam     2Story           8           5      2007
## 263        Norm     1Fam       SLvl           6           7      1977
## 264        Norm     1Fam     1.5Fin           5           7      1929
## 265        Norm     1Fam     1Story           5           5      1925
## 266        Norm     1Fam     1Story           6           6      1981
## 267        Norm     1Fam     2Story           6           5      1997
## 268        Norm     1Fam     2.5Fin           5           8      1939
## 269        Norm     1Fam     1Story           5           6      1940
## 270        Norm     1Fam     1Story           6           7      1976
## 271        Norm     1Fam     2Story           8           5      2006
## 272        Norm     1Fam     1Story           7           7      1954
## 273        Norm     1Fam     2Story           8           7      1999
## 274        Norm     1Fam     1Story           6           6      1958
## 275        Norm     1Fam     1Story           5           7      1982
## 276        Norm     1Fam     1.5Fin           7           7      1925
## 277        Norm     1Fam     1Story           7           5      2003
## 278        Norm     1Fam     1Story           4           5      1951
## 279        Norm     1Fam     1Story           9           5      2006
## 280        Norm     1Fam     2Story           7           5      1977
## 281        Norm     1Fam     2Story           7           6      1989
## 282        Norm     1Fam     1Story           6           5      2006
## 283        Norm    Twnhs     1Story           7           5      2007
## 284        Norm     1Fam     1Story           8           5      2008
## 285        Norm   TwnhsE     1Story           6           5      1992
## 286        Norm   TwnhsE     2Story           7           5      2006
## 287        Norm     1Fam     1.5Fin           6           7      1962
## 288        Norm     1Fam     1Story           4           4      1971
## 289        Norm     1Fam     1Story           5           5      1967
## 290        Norm     1Fam     2Story           6           7      1915
## 291        Norm     1Fam     2Story           8           5      2006
## 292        Norm   2fmCon     2Story           5           6      1912
## 293        Norm     1Fam     1.5Fin           5           4      1949
## 294        Norm     1Fam     2Story           7           7      1977
## 295        Norm     1Fam     1Story           6           5      1953
## 296        Norm     1Fam       SLvl           6           6      1984
## 297        Norm     1Fam     1.5Fin           5           5      1950
## 298        Norm     1Fam     2Story           7           5      1997
## 299        Norm     1Fam     2Story           6           6      1968
## 300        Norm     1Fam     1Story           6           8      1950
## 301        Norm   2fmCon     1Story           5           5      1953
## 302        Norm     1Fam     2Story           8           5      1998
## 303        Norm     1Fam     1Story           7           5      2001
## 304        Norm     1Fam     1Story           5           7      1972
## 305        Norm     1Fam     2.5Fin           7           9      1880
## 306        Norm     1Fam     1Story           8           5      2004
## 307        Norm     1Fam     2Story           7           5      1990
## 308        Norm     1Fam     1.5Fin           6           7      1920
## 309        Norm     1Fam     1Story           4           5      1940
## 310        Norm     1Fam     1Story           9           5      2003
## 311        Norm     1Fam     2Story           6           5      1993
## 312        Norm     1Fam     1Story           6           6      1948
## 313        Norm   2fmCon     1.5Fin           5           7      1939
## 314        Norm     1Fam     1Story           7           5      1965
## 315        Norm     1Fam     2Story           7           7      1925
## 316        Norm     1Fam     2Story           7           5      2004
## 317        Norm     1Fam     2Story           7           7      1980
## 318        Norm     1Fam     2Story           8           5      2006
## 319        Norm     1Fam     2Story           7           5      1993
## 320        Norm     1Fam       SLvl           7           5      1980
## 321        Norm     1Fam     2Story           9           5      2006
## 322        Norm     1Fam     2Story           8           5      2004
## 323        Norm     1Fam     2Story           7           5      1986
## 324        Norm     1Fam     1Story           3           8      1955
## 325        Norm     1Fam       SLvl           7           7      1967
## 326        Norm     1Fam     1.5Unf           5           6      1941
## 327        Norm   TwnhsE     1Story           8           5      1993
## 328        Norm     1Fam     1Story           6           5      1960
## 329        Norm     1Fam     2.5Unf           6           6      1916
## 330        Norm     1Fam     2Story           5           5      1920
## 331        Norm   Duplex     1Story           5           4      1964
## 332        Norm     1Fam     1Story           5           6      1958
## 333        Norm     1Fam     1Story           8           5      2003
## 334        Norm   TwnhsE     1Story           7           5      2004
## 335        Norm     1Fam     2Story           6           5      1998
## 336        Norm   2fmCon     1.5Fin           5           6      1965
## 337        Norm     1Fam     1Story           9           5      2005
## 338        Norm     1Fam     1Story           7           5      2002
## 339        Norm     1Fam     1Story           7           7      1984
## 340        Norm     1Fam     1Story           6           7      1958
## 341        Norm     1Fam     2Story           8           5      2002
## 342        Norm     1Fam     1Story           4           4      1950
## 343        Norm   Duplex     1Story           3           4      1949
## 344        Norm   TwnhsE     1Story           9           5      2005
## 345        Norm   TwnhsE     2Story           5           3      1976
## 346        Norm     1Fam     1.5Fin           6           5      1939
## 347        Norm     1Fam     1Story           6           8      1960
## 348        Norm     1Fam     1Story           6           5      1960
## 349        Norm    Twnhs     2Story           7           5      2003
## 350        Norm     1Fam     2Story           9           5      2005
## 351        Norm   TwnhsE     1Story           9           5      2007
## 352        Norm     1Fam     1Story           7           5      1986
## 353        Norm     1Fam     1.5Fin           5           6      1941
## 354        Norm     1Fam     1Story           6           8      1928
## 355        Norm     1Fam     1.5Fin           6           5      1940
## 356        Norm     1Fam     1Story           6           5      1995
## 357        Norm     1Fam     1Story           6           6      1992
## 358        Norm   TwnhsE     1Story           5           5      1976
## 359        Norm     1Fam       SLvl           5           4      1958
## 360        Norm     1Fam     2Story           8           5      1998
## 361        Norm     1Fam     SFoyer           6           6      1978
## 362        Norm     1Fam     1.5Fin           5           5      1940
## 363        Norm     1Fam     SFoyer           7           5      2003
## 364        Norm    Twnhs     2Story           6           8      1972
## 365        Norm     1Fam     2Story           6           5      1976
## 366        Norm     1Fam     2Story           5           7      1920
## 367        Norm     1Fam     1Story           6           5      1963
## 368        Norm     1Fam       SLvl           6           5      1962
## 369        Norm     1Fam     1Story           5           6      1954
## 370        Norm     1Fam     1Story           5           7      1959
## 371        Norm     1Fam     2Story           6           5      2000
## 372        Norm     1Fam     1.5Fin           4           4      1959
## 373        Norm   TwnhsE     1Story           6           5      1984
## 374        Norm     1Fam     1Story           5           6      1953
## 375        Norm     1Fam     2Story           7           5      2003
## 376        Norm     1Fam     1Story           1           1      1922
## 377        Norm     1Fam     SFoyer           5           5      1996
## 378        Norm     1Fam     2Story           8           5      2004
## 379        Norm     1Fam     1Story           9           2      2010
## 380        Norm     1Fam     2Story           6           5      2000
## 381        Norm     1Fam     1.5Fin           5           6      1924
## 382        Norm     1Fam     1Story           7           5      2006
## 383        Norm     1Fam     2Story           7           5      2006
## 384        Norm     1Fam     1.5Unf           6           3      1928
## 385        Norm     1Fam     2Story           6           5      1992
## 386        Norm   TwnhsE     1Story           8           5      2004
## 387        Norm     1Fam     1.5Fin           5           3      1910
## 388        Norm     1Fam       SLvl           6           6      1976
## 389        Norm     1Fam     1Story           7           5      1999
## 390        Norm     1Fam     2Story          10           5      2007
## 391        Norm     1Fam     1.5Fin           5           8      1900
## 392        Norm     1Fam     2Story           6           5      2001
## 393        Norm     1Fam     1Story           5           7      1959
## 394        Norm     1Fam     1Story           4           5      1941
## 395        Norm     1Fam     1.5Fin           5           6      1940
## 396        Norm     1Fam     1Story           5           6      1956
## 397        Norm     1Fam     1Story           5           5      1972
## 398        Norm     1Fam     2Story           5           5      1962
## 399        Norm     1Fam     1Story           5           2      1920
## 400        Norm     1Fam     2Story           7           5      2006
## 401        Norm   TwnhsE     1Story           8           5      1996
## 402        Norm     1Fam     1Story           7           5      2005
## 403        Norm     1Fam     1Story           5           8      1940
## 404        Norm     1Fam     2Story           8           5      1998
## 405        Norm     1Fam     2Story           6           5      1995
## 406        Norm     1Fam     1Story           4           4      1976
## 407        Norm     1Fam     1.5Fin           6           5      1936
## 408        Norm     1Fam     2Story           6           7      1915
## 409        Norm     1Fam     2Story           7           5      2006
## 410        Norm     1Fam     2Story           8           5      2007
## 411        Norm     1Fam     1Story           5           3      1958
## 412        Norm   2fmCon     1Story           5           5      1955
## 413        Norm     1Fam     1Story           7           5      2009
## 414        Norm     1Fam     1Story           5           6      1927
## 415        Norm     1Fam     2Story           7           5      1993
## 416        Norm     1Fam     1Story           7           5      2007
## 417        Norm     1Fam     2Story           6           7      1978
## 418        Norm     1Fam     2Story           6           6      1918
## 419        Norm     1Fam     1.5Fin           5           6      1940
## 420        Norm     1Fam     1Story           5           6      1968
## 421        Norm   Duplex     SFoyer           7           5      1997
## 422        Norm     1Fam     1Story           6           7      1977
## 423        Norm     1Fam     1Story           5           5      1954
## 424        Norm     1Fam     2Story           8           5      1998
## 425        Norm     1Fam     1Story           6           5      1956
## 426        Norm     1Fam     2Story           7           8      1946
## 427        Norm     1Fam       SLvl           7           5      1989
## 428        Norm     1Fam     1Story           4           6      1957
## 429        Norm     1Fam     1Story           7           5      2007
## 430        Norm     1Fam     1Story           6           5      1988
## 431        Norm    Twnhs     2Story           6           5      1971
## 432        Norm     1Fam     1.5Fin           6           7      1920
## 433        Norm   TwnhsE     2Story           5           5      1971
## 434        Norm     1Fam     2Story           6           5      1997
## 435        Norm    Twnhs     SFoyer           4           7      1972
## 436        Norm     1Fam     2Story           7           6      1996
## 437        Norm     1Fam     1.5Fin           6           8      1920
## 438        Norm     1Fam     1.5Unf           6           7      1926
## 439        Norm     1Fam     1Story           5           6      1913
## 440        Norm     1Fam     1.5Fin           6           8      1920
## 441        Norm     1Fam     1Story          10           5      2008
## 442        Norm   Duplex     1Story           4           4      1955
## 443        Norm     1Fam     1.5Fin           5           7      1930
## 444        Norm   TwnhsE     1Story           7           5      2006
## 445        Norm     1Fam     2Story           7           5      1994
## 446        Norm     1Fam     1Story           6           5      1956
## 447        Norm     1Fam     1Story           6           6      1966
## 448        Norm     1Fam     2Story           7           5      1998
## 449        Norm     1Fam     1.5Fin           6           6      1937
## 450        Norm     1Fam     1.5Fin           3           7      1948
## 451        Norm     1Fam     1Story           6           8      1930
## 452        Norm     1Fam     1Story           7           5      1975
## 453        Norm     1Fam     2Story           6           5      1996
## 454        Norm     1Fam     2Story           8           5      2008
## 455        Norm   Duplex     1Story           5           5      1976
## 456        Norm     1Fam     1Story           7           6      1973
## 457        Norm     1Fam     2Story           5           5      1916
## 458        Norm     1Fam     1Story           4           6      1954
## 459        Norm     1Fam     2Story           8           7      1925
## 460        Norm     1Fam     1.5Fin           5           4      1950
## 461        Norm     1Fam     2Story           8           5      2009
## 462        Norm     1Fam     2Story           7           9      1936
## 463        Norm     1Fam     1Story           5           5      1965
## 464        Norm     1Fam     2Story           6           7      1934
## 465        Norm     1Fam     1Story           5           5      1978
## 466        Norm   TwnhsE     1Story           7           5      2004
## 467        Norm     1Fam     1Story           7           5      1970
## 468        Norm     1Fam     2Story           5           7      1942
## 469        Norm     1Fam     1Story           8           5      2006
## 470        Norm     1Fam     2Story           6           5      1993
## 471        Norm   TwnhsE     1Story           8           5      1985
## 472        Norm     1Fam     2Story           7           6      1977
## 473        Norm   TwnhsE       SLvl           6           5      2005
## 474        Norm     1Fam     1Story           8           5      2006
## 475        Norm   TwnhsE     1Story           8           5      2000
## 476        Norm     1Fam     1Story           5           6      1963
## 477        Norm     1Fam     1Story           6           5      1997
## 478        Norm     1Fam     2Story           9           5      2006
## 479        Norm     1Fam     1Story           8           5      2007
## 480        Norm     1Fam     1Story           4           7      1937
## 481        Norm     1Fam     1Story           9           5      2004
## 482        Norm     1Fam     1Story           9           5      2003
## 483        Norm     1Fam     2Story           7           8      1915
## 484        Norm    Twnhs     1Story           6           5      1998
## 485        Norm     1Fam     1Story           5           7      1962
## 486        Norm     1Fam     1Story           5           7      1950
## 487        Norm     1Fam     1Story           5           7      1965
## 488        Norm     1Fam     1Story           5           6      1971
## 489        Norm   2fmCon     1.5Fin           5           4      1900
## 490        Norm    Twnhs     SFoyer           4           8      1970
## 491        Norm   TwnhsE     2Story           5           6      1976
## 492        Norm     1Fam     1.5Fin           6           7      1941
## 493        Norm     1Fam     2Story           6           5      2006
## 494        Norm     1Fam     1Story           5           6      1960
## 495        Norm     1Fam     1Story           5           8      1938
## 496        Norm     1Fam     1Story           4           5      1920
## 497        Norm     1Fam     1Story           8           5      1992
## 498        Norm     1Fam     1.5Fin           7           6      1925
## 499        Norm     1Fam     1Story           5           7      1967
## 500        Norm     1Fam     1Story           5           7      1958
## 501        Norm    Twnhs     2Story           6           5      1973
## 502        Norm     1Fam     2Story           7           5      2005
## 503        Norm     1Fam     1Story           5           7      1965
## 504        Norm     1Fam     1Story           7           8      1959
## 505        Norm   TwnhsE     2Story           6           5      1974
## 506        Norm   Duplex     2Story           5           5      1952
## 507        Norm     1Fam     2Story           8           5      1993
## 508        Norm     1Fam     1Story           6           5      2009
## 509        Norm     1Fam     2Story           7           9      1928
## 510        Norm     1Fam     1Story           5           6      1959
## 511        Norm     1Fam     1Story           5           7      1951
## 512        Norm   TwnhsE     1Story           7           5      2005
## 513        Norm     1Fam     1Story           5           5      1958
## 514        Norm     1Fam     1Story           6           5      1983
## 515        Norm     1Fam     1.5Unf           5           5      1926
## 516        Norm     1Fam     1Story          10           5      2009
## 517        Norm     1Fam       SLvl           6           6      1972
## 518        Norm     1Fam     2Story           7           5      1996
## 519        Norm     1Fam     2Story           6           5      1998
## 520        Norm     1Fam     2Story           7           9      1926
## 521        Norm   2fmCon     2Story           4           7      1900
## 522        Norm     1Fam     1Story           6           6      1957
## 523        Norm     1Fam     1.5Fin           6           7      1947
## 524        PosN     1Fam     2Story          10           5      2007
## 525        Norm     1Fam     2Story           7           5      1996
## 526        Norm     1Fam     1Story           7           5      2005
## 527        Norm     1Fam     1Story           5           7      1956
## 528        Norm     1Fam     2Story           9           5      2008
## 529        Norm     1Fam     1Story           4           7      1920
## 530        Norm     1Fam     1Story           6           3      1957
## 531        Norm     1Fam       SLvl           6           5      1988
## 532       Feedr     1Fam     2Story           6           8      1920
## 533        Norm     1Fam     1Story           5           7      1955
## 534        Norm     1Fam     1Story           1           3      1946
## 535        Norm     1Fam     2Story           8           5      2004
## 536        Norm   2fmCon     2Story           5           7      1910
## 537        Norm     1Fam     2Story           7           5      1998
## 538        Norm     1Fam     1Story           4           5      1972
## 539        Norm     1Fam     1Story           5           5      1968
## 540        Norm     1Fam     1Story           8           5      2001
## 541        Norm     1Fam     1Story           9           5      2006
## 542        Norm     1Fam     2Story           8           5      2000
## 543        Norm     1Fam     1Story           7           5      1998
## 544        Norm   TwnhsE     SFoyer           7           5      1998
## 545        Norm     1Fam     2Story           7           5      2006
## 546        Norm     1Fam     1.5Fin           7           5      1988
## 547        Norm     1Fam     1.5Fin           6           7      1923
## 548        Norm     1Fam     SFoyer           5           7      1970
## 549        RRNn     1Fam     1Story           5           7      1955
## 550        Norm     1Fam     2Story           7           5      2003
## 551        Norm   TwnhsE     1Story           6           6      1977
## 552        Norm     1Fam     1Story           5           6      1957
## 553        Norm     1Fam     1Story           8           5      2006
## 554        Norm     1Fam     1Story           4           5      1949
## 555        Norm     1Fam     2Story           7           5      2003
## 556        Norm     1Fam     1.5Unf           5           6      1922
## 557        Norm     1Fam     1Story           5           5      1957
## 558        Norm     1Fam     1.5Fin           4           6      1920
## 559        Norm     1Fam     2Story           7           5      1996
## 560        Norm   TwnhsE     1Story           7           5      2003
## 561        Norm     1Fam     1Story           5           6      1957
## 562        Norm     1Fam     1Story           5           5      1974
## 563        Norm     1Fam     1Story           5           6      1940
## 564        Norm     1Fam     1.5Fin           6           7      1918
## 565        Norm     1Fam     2Story           7           5      1992
## 566        Norm     1Fam     2Story           6           4      1915
## 567        Norm     1Fam     2Story           9           5      2005
## 568        Norm     1Fam     1Story           7           5      2004
## 569        Norm     1Fam     1.5Fin           8           8      1983
## 570        Norm   Duplex     SFoyer           5           5      1979
## 571        Norm   Duplex     1Story           5           5      1965
## 572        Norm     1Fam     1Story           6           6      1959
## 573        Norm     1Fam     2Story           7           5      2009
## 574        Norm     1Fam       SLvl           7           5      2000
## 575        Norm     1Fam       SLvl           5           7      1971
## 576        Norm     1Fam     1.5Fin           5           5      1947
## 577        Norm     1Fam     1.5Fin           7           7      1928
## 578        Norm     1Fam       SLvl           5           6      1966
## 579        Norm   TwnhsE     2Story           7           5      2007
## 580        Norm     1Fam     1.5Fin           5           5      1954
## 581        Norm     1Fam     1Story           6           6      1960
## 582        Norm     1Fam     1Story           8           5      2008
## 583        Norm   Duplex     SFoyer           6           5      1990
## 584        PosA     1Fam     2.5Unf          10           9      1893
## 585        Norm     1Fam     1.5Fin           4           7      1935
## 586        Norm     1Fam     1Story           8           5      2005
## 587        Norm     1Fam     1Story           6           7      1918
## 588        Norm     1Fam     SFoyer           5           6      1982
## 589        Norm     1Fam     1Story           5           8      1968
## 590       Feedr     1Fam     1Story           5           6      1930
## 591        Norm     1Fam     2Story           7           5      2004
## 592        Norm     1Fam     2Story          10           5      2008
## 593        Norm     1Fam     1Story           5           8      1982
## 594        Norm   TwnhsE     1Story           6           5      2003
## 595        Norm     1Fam     1Story           5           6      1975
## 596        Norm     1Fam     1Story           8           5      2005
## 597        Norm     1Fam     2Story           6           7      1910
## 598        Norm   TwnhsE     1Story           7           5      2006
## 599        Norm     1Fam     1Story           5           6      1977
## 600        Norm    Twnhs     2Story           6           6      1980
## 601        Norm     1Fam     2Story           8           5      2005
## 602        Norm     1Fam     1.5Fin           6           6      1937
## 603        Norm     1Fam     2Story           8           5      1992
## 604        Norm   TwnhsE     2Story           7           5      2004
## 605        Norm     1Fam     1Story           7           5      2002
## 606        Norm     1Fam     2Story           7           6      1965
## 607        Norm     1Fam     1Story           5           5      1996
## 608        Norm     1Fam     2Story           5           8      1948
## 609        Norm     1Fam     2Story           8           6      1934
## 610        Norm     1Fam     1Story           4           5      1961
## 611        Norm     1Fam     2Story           9           5      2000
## 612        Norm     1Fam       SLvl           6           6      1978
## 613        Norm     1Fam     2Story           8           5      2001
## 614        Norm     1Fam     1Story           5           5      2007
## 615        Norm   TwnhsE     SFoyer           4           6      1972
## 616        Norm     1Fam     SFoyer           6           7      1963
## 617        Norm     1Fam     2Story           6           5      2002
## 618        Norm     1Fam     1.5Unf           6           6      1954
## 619        Norm     1Fam     1Story           9           5      2007
## 620        Norm     1Fam     2Story           8           5      2003
## 621        Norm     1Fam     1Story           3           3      1914
## 622        Norm     1Fam     2Story           6           7      1974
## 623        Norm     1Fam     1Story           5           6      1977
## 624        Norm   TwnhsE     2Story           6           5      2000
## 625        Norm     1Fam     2Story           6           5      1972
## 626        Norm     1Fam     1Story           6           6      1962
## 627        Norm     1Fam     1Story           5           5      1960
## 628        Norm     1Fam       SLvl           6           6      1955
## 629        Norm     1Fam     2Story           5           5      1969
## 630        Norm     1Fam       SLvl           6           5      1964
## 631        Norm     1Fam     2Story           5           6      1880
## 632        Norm    Twnhs     1Story           8           5      2006
## 633        Norm     1Fam     1Story           7           5      1977
## 634        Norm     1Fam     1Story           5           7      1954
## 635        Norm   Duplex     SFoyer           6           5      1980
## 636        Norm   2fmCon     2.5Fin           6           7      1914
## 637        Norm     1Fam     1Story           2           3      1936
## 638        Norm   2fmCon     1.5Fin           5           4      1954
## 639        Norm     1Fam     1Story           5           7      1910
## 640        Norm   TwnhsE     1Story           8           5      2006
## 641        Norm   TwnhsE     1Story           8           5      2003
## 642        Norm     1Fam     2Story           7           5      2001
## 643        Norm     1Fam       SLvl           8           7      1972
## 644        Norm     1Fam     2Story           5           5      1969
## 645        Norm     1Fam     1Story           9           5      2009
## 646        Norm     1Fam     1Story           6           5      1971
## 647        Norm     1Fam     1Story           5           5      1950
## 648        Norm     1Fam     1Story           6           5      1953
## 649        Norm     1Fam     2Story           6           5      1966
## 650        Norm    Twnhs     SFoyer           4           6      1970
## 651        Norm     1Fam     2Story           7           6      2007
## 652        Norm     1Fam     2Story           4           5      1940
## 653        Norm     1Fam     2Story           7           5      1996
## 654        Norm     1Fam     1.5Fin           6           7      1906
## 655        Norm     1Fam     1Story           8           6      1995
## 656        Norm    Twnhs     2Story           6           5      1971
## 657        Norm     1Fam     1Story           5           7      1959
## 658        Norm     1Fam     2Story           7           6      1931
## 659        Norm     1Fam     1.5Fin           6           5      1948
## 660        Norm     1Fam     1Story           5           7      1964
## 661        Norm     1Fam     2Story           7           7      1976
## 662        Norm     1Fam     2Story           8           7      1994
## 663        Norm     1Fam     1Story           6           3      1968
## 664        Norm     1Fam     SFoyer           4           5      1972
## 665        Norm     1Fam     1Story           8           5      2005
## 666        Norm     1Fam     2Story           8           5      2000
## 667        Norm     1Fam     2Story           6           5      1965
## 668        Norm     1Fam     1Story           6           5      1994
## 669        Norm     1Fam     1Story           5           6      1956
## 670        Norm     1Fam     1Story           4           5      1922
## 671        Norm     1Fam     2Story           6           5      2005
## 672        Norm     1Fam     2Story           6           6      1925
## 673        Norm     1Fam     1Story           6           6      1977
## 674        Norm     1Fam     1Story           6           7      1957
## 675        Norm     1Fam     1Story           6           6      1965
## 676        Norm    Twnhs     2Story           6           6      1978
## 677        Norm     1Fam     2Story           4           2      1900
## 678        Norm     1Fam     1Story           5           8      1924
## 679        Norm     1Fam     1Story           8           5      2008
## 680        Norm     1Fam     1Story           5           5      1961
## 681        Norm   TwnhsE     1Story           6           5      1980
## 682        Norm     1Fam     1.5Fin           5           5      1932
## 683        Norm     1Fam     1Story           6           5      1996
## 684        Norm     1Fam     1Story           9           5      2002
## 685        Norm     1Fam     2Story           7           5      1998
## 686        Norm   TwnhsE     2Story           7           5      1984
## 687        Norm     1Fam     2Story           7           6      2007
## 688        Norm   TwnhsE     2Story           7           5      2004
## 689        Norm     1Fam     1Story           8           6      2007
## 690        Norm   TwnhsE     1Story           6           5      2005
## 691        Norm   TwnhsE     1Story           6           5      2004
## 692        Norm     1Fam     2Story          10           6      1994
## 693        Norm     1Fam     2Story           7           5      1989
## 694        Norm     1Fam     1Story           5           6      1921
## 695        Norm     1Fam     1.5Fin           5           6      1936
## 696        Norm     1Fam     1Story           6           6      1987
## 697        Norm     1Fam     1Story           5           7      1921
## 698        Norm     1Fam     1Story           5           7      1952
## 699        Norm     1Fam     1Story           5           8      1965
## 700        Norm   TwnhsE     1Story           7           5      2004
## 701        Norm     1Fam     1Story           8           5      2002
## 702        Norm     1Fam     1Story           7           5      1969
## 703        Norm     1Fam     2Story           8           5      2006
## 704        Norm   2fmCon     2Story           5           9      1900
## 705        Norm     1Fam     1Story           7           5      2004
## 706        Norm   2fmCon     2Story           4           5      1930
## 707        Norm     1Fam     1Story           7           5      1971
## 708        Norm   TwnhsE     1Story           8           5      2006
## 709        Norm     1Fam     2Story           7           5      2007
## 710        Norm     1Fam     1Story           5           7      1966
## 711        Norm     1Fam     1Story           3           6      1935
## 712        Norm     1Fam     1.5Fin           4           7      1900
## 713        Norm   TwnhsE     1Story           8           5      1988
## 714        Norm   2fmCon     1Story           4           5      1970
## 715        Norm     1Fam     2Story           6           8      1976
## 716        Norm     1Fam     1Story           6           5      1974
## 717        Norm     1Fam     2Story           7           8      1890
## 718        Norm     1Fam     1Story           5           6      1973
## 719        Norm     1Fam     2Story           7           5      1993
## 720        Norm     1Fam     1Story           5           6      1969
## 721        Norm     1Fam     1Story           8           5      1985
## 722        Norm   TwnhsE     1Story           6           5      2004
## 723        Norm     1Fam     1Story           4           7      1970
## 724        Norm     1Fam     1.5Fin           4           6      1954
## 725        Norm     1Fam     1Story           9           5      2007
## 726        Norm     1Fam     1Story           4           6      1970
## 727        Norm     1Fam     1Story           6           9      1988
## 728        Norm     1Fam     1Story           7           5      2007
## 729        Norm   Duplex     1Story           5           5      1958
## 730        Norm     1Fam     1.5Fin           4           5      1925
## 731        Norm   TwnhsE     1Story           8           5      1995
## 732        Norm     1Fam       SLvl           7           5      2003
## 733        Norm     1Fam     2Story           7           5      1998
## 734        Norm     1Fam     1Story           5           6      1961
## 735        Norm     1Fam     1Story           5           5      1968
## 736        Norm     1Fam     2.5Unf           7           7      1914
## 737        Norm   Duplex     1Story           3           4      1950
## 738        Norm     1Fam     2Story           8           5      2005
## 739        Norm   Duplex     1Story           5           5      1987
## 740        Norm     1Fam     2Story           7           5      2004
## 741        Norm     1Fam     2Story           5           7      1910
## 742        Norm     1Fam     1Story           6           8      1961
## 743        Norm     1Fam     1Story           7           5      2000
## 744        Norm     1Fam       SLvl           5           6      1963
## 745        Norm   TwnhsE     1Story           8           5      1993
## 746        Norm     1Fam     2Story           8           9      1976
## 747        Norm     1Fam     2Story           7           5      2000
## 748        Norm     1Fam     2Story           7           7      1880
## 749        Norm     1Fam     1Story           7           5      1996
## 750        Norm     1Fam     1.5Fin           4           3      1945
## 751        Norm     1Fam     1.5Fin           4           7      1910
## 752        Norm     1Fam     2Story           7           5      2003
## 753        Norm     1Fam     1Story           6           5      1997
## 754        Norm     1Fam     2Story           8           5      2005
## 755        Norm     1Fam     1Story           6           8      1969
## 756        Norm   TwnhsE     2Story           6           5      1999
## 757        Norm     1Fam     2Story           8           5      2007
## 758        Norm     1Fam     2Story           6           5      1978
## 759        Norm    Twnhs     2Story           7           5      1999
## 760        Norm     1Fam     2Story           8           5      1995
## 761        Norm     1Fam     1Story           6           6      1959
## 762        Norm     1Fam     1Story           5           5      1924
## 763        Norm     1Fam     2Story           7           5      2009
## 764        Norm     1Fam     2Story           8           5      1999
## 765        Norm   TwnhsE     1Story           8           5      1995
## 766        Norm     1Fam     1Story           9           5      2008
## 767        Norm     1Fam     2Story           7           5      1988
## 768        Norm     1Fam     1.5Fin           6           7      1940
## 769        Norm     1Fam     1Story           7           5      2004
## 770        Norm     1Fam     2Story           8           5      2003
## 771        Norm     1Fam     SFoyer           5           5      1982
## 772        Norm     1Fam     1Story           4           5      1951
## 773        Norm     1Fam       SLvl           6           5      1976
## 774        Norm     1Fam     1Story           5           5      1958
## 775        Norm     1Fam     1Story           8           5      2006
## 776        Norm   TwnhsE     1Story           6           5      1998
## 777        Norm     1Fam     1Story           7           5      2005
## 778        Norm     1Fam     1Story           5           5      1974
## 779        Norm   Duplex     1Story           5           5      1977
## 780        Norm   Duplex     SFoyer           6           5      1977
## 781        Norm     1Fam     1Story           7           5      1995
## 782        Norm     1Fam     2Story           6           5      1992
## 783        Norm     1Fam     1Story           7           5      2001
## 784        Norm     1Fam     SFoyer           5           6      1978
## 785        Norm     1Fam     2.5Unf           6           6      1914
## 786        Norm     1Fam     1Story           6           5      1967
## 787        Norm     1Fam     1.5Fin           5           6      1915
## 788        Norm     1Fam     2Story           7           5      2004
## 789        Norm     1Fam     1Story           4           7      1954
## 790        Norm     1Fam     2Story           6           8      1966
## 791        Norm   TwnhsE     1Story           7           5      2005
## 792        Norm     1Fam       SLvl           6           5      1976
## 793        Norm     1Fam     2Story           7           5      1996
## 794        Norm     1Fam     1Story           8           5      2007
## 795        Norm     1Fam     2Story           7           5      1994
## 796        Norm     1Fam     2Story           6           6      1980
## 797        Norm     1Fam     1Story           6           5      1977
## 798        Norm     1Fam     1Story           5           5      1953
## 799        Norm     1Fam     2Story           9           5      2008
## 800        Norm     1Fam     1.5Fin           5           7      1937
## 801        Norm     1Fam     2Story           6           5      1997
## 802        Norm     1Fam     1Story           4           7      1916
## 803        Norm     1Fam     2Story           7           5      2005
## 804        Norm     1Fam     2Story           9           5      2008
## 805        Norm     1Fam     1Story           5           5      1954
## 806        Norm     1Fam     1Story           7           5      2008
## 807        Norm     1Fam       SLvl           5           5      1967
## 808        Norm     1Fam     2Story           5           6      1923
## 809        Norm     1Fam       SLvl           5           5      1966
## 810        Norm     1Fam     2.5Unf           5           5      1898
## 811        Norm     1Fam     1Story           6           6      1974
## 812        Norm   TwnhsE     1Story           6           5      2004
## 813        Norm     1Fam     1Story           5           5      1952
## 814        Norm     1Fam     1Story           6           6      1958
## 815        Norm     1Fam     1.5Fin           5           7      1918
## 816        Norm     1Fam     1Story           7           5      1998
## 817        Norm     1Fam     1Story           5           6      1954
## 818        Norm     1Fam     1Story           8           5      2002
## 819        Norm     1Fam       SLvl           6           7      1971
## 820        Norm   TwnhsE     1Story           7           5      2009
## 821        Norm     1Fam     2Story           7           5      2003
## 822        Norm   2fmCon     1Story           4           4      1953
## 823        Norm     1Fam     2Story           7           5      2003
## 824        Norm     1Fam     1.5Fin           6           7      1940
## 825        Norm     1Fam     1Story           8           5      2006
## 826        PosN     1Fam     1Story          10           5      2007
## 827        Norm     1Fam     1.5Unf           5           6      1924
## 828        Norm     1Fam     1Story           7           5      2001
## 829        Norm     1Fam     2Story           5           5      1967
## 830        Norm    Twnhs     2Story           7           5      2005
## 831        Norm     1Fam     1Story           6           5      1957
## 832        Norm   TwnhsE     2Story           7           5      2005
## 833        Norm     1Fam     2Story           7           6      2003
## 834        Norm     1Fam     1Story           6           6      1964
## 835        Norm     1Fam     1Story           5           6      1961
## 836        Norm     1Fam     1Story           4           7      1950
## 837        Norm     1Fam     1Story           5           6      1948
## 838        Norm    Twnhs     2Story           6           5      1973
## 839        Norm     1Fam     1Story           5           6      1995
## 840        Norm     1Fam     1.5Fin           5           6      1946
## 841        Norm     1Fam     2Story           6           8      1925
## 842        Norm     1Fam     2Story           5           8      1904
## 843        Norm     1Fam       SLvl           6           7      1966
## 844        Norm   Duplex     1Story           5           4      1961
## 845        Norm     1Fam     1.5Fin           5           8      1915
## 846        Norm     1Fam     SFoyer           5           5      1975
## 847        Norm     1Fam     2Story           7           5      1993
## 848        Norm     1Fam     1Story           5           6      1972
## 849        Norm     1Fam     1.5Fin           6           8      1908
## 850        Norm     1Fam       SLvl           6           7      1976
## 851        Norm   TwnhsE     1Story           6           5      2003
## 852        Norm   TwnhsE     1Story           8           5      2003
## 853        Norm     1Fam     2.5Unf           7           5      1941
## 854        Norm     1Fam       SLvl           6           6      1964
## 855        Norm     1Fam     1Story           5           4      1955
## 856        Norm     1Fam     1Story           5           8      1962
## 857        Norm     1Fam       SLvl           6           6      1978
## 858        Norm     1Fam     2Story           6           5      1994
## 859        Norm     1Fam     1Story           7           5      1976
## 860        Norm     1Fam     2Story           6           7      1968
## 861        Norm     1Fam     1.5Fin           7           8      1918
## 862        Norm   2fmCon     1Story           5           4      1965
## 863        Norm     1Fam     1Story           6           5      1984
## 864        Norm     1Fam     1Story           5           5      1959
## 865        Norm     1Fam     1Story           7           5      2007
## 866        Norm     1Fam     1Story           5           6      1970
## 867        Norm     1Fam     1Story           8           5      2006
## 868        Norm     1Fam     1Story           4           5      1961
## 869        Norm     1Fam     2Story           5           6      1948
## 870        Norm     1Fam     2Story           7           5      1993
## 871        Norm     1Fam     1Story           5           5      1962
## 872        Norm     1Fam     2Story           6           5      1998
## 873        Norm     1Fam     1Story           5           7      1953
## 874        Norm     1Fam     1Story           5           7      1949
## 875        Norm     1Fam     1.5Fin           5           6      1941
## 876        Norm     1Fam     2Story           8           5      2007
## 877        Norm     1Fam     1Story           4           5      1963
## 878        Norm     1Fam     2Story           9           5      2004
## 879        Norm     1Fam     SFoyer           5           7      1961
## 880        Norm     1Fam     1Story           5           8      1978
## 881        Norm     1Fam     1Story           5           5      2005
## 882        Norm     1Fam     1.5Fin           7           5      1990
## 883        Norm     1Fam     2Story           6           5      1992
## 884        Norm     1Fam     2.5Fin           4           5      1912
## 885        Norm     1Fam     1Story           5           5      1967
## 886        Norm   TwnhsE     1Story           9           5      1999
## 887        Norm   Duplex     1Story           5           5      1959
## 888        Norm     1Fam     1.5Fin           5           7      1955
## 889        Norm     1Fam     1Story           8           6      1970
## 890        Norm     1Fam     1Story           6           4      1953
## 891        Norm     1Fam     1.5Fin           5           7      1949
## 892        Norm     1Fam     2Story           6           5      1978
## 893        Norm     1Fam     1Story           6           8      1963
## 894        Norm     1Fam     1Story           5           5      1954
## 895        Norm   Duplex     1Story           5           5      1979
## 896        Norm     1Fam     2Story           6           5      1963
## 897        Norm     1Fam     1Story           4           6      1936
## 898        Norm   Duplex     2Story           5           5      1979
## 899        Norm     1Fam     1Story           9           5      2009
## 900        Norm     1Fam     1Story           5           7      1961
## 901        Norm     1Fam     1Story           4           6      1971
## 902        Norm     1Fam     1Story           5           7      1957
## 903        Norm     1Fam     2Story           7           5      2003
## 904        Norm     1Fam     1Story           7           5      2006
## 905        Norm     1Fam     1Story           5           6      1967
## 906        Norm     1Fam     1Story           5           5      1954
## 907        Norm     1Fam     1Story           8           5      2006
## 908        Norm     1Fam     1.5Fin           7           7      1936
## 909        Norm     1Fam     1Story           5           5      1983
## 910        Norm     1Fam     2Story           6           5      2005
## 911        Norm   Duplex     2Story           5           5      1960
## 912        Norm     1Fam     1Story           5           7      1977
## 913        Norm     1Fam     1Story           5           7      1925
## 914        Norm   Duplex     2Story           5           6      1949
## 915        Norm   TwnhsE     2Story           6           5      2009
## 916        Norm    Twnhs     2Story           4           5      1970
## 917        Norm     1Fam     1Story           2           3      1949
## 918        Norm     1Fam     1Story           4           6      1956
## 919        Norm     1Fam     2Story           7           5      1991
## 920        Norm     1Fam     1Story           6           8      1958
## 921        Norm     1Fam     2Story           6           5      1994
## 922        Norm   Duplex     1.5Fin           5           7      1900
## 923        Norm     1Fam     1Story           6           5      2005
## 924        Norm   TwnhsE     1Story           6           5      1993
## 925        Norm     1Fam     1Story           6           6      1980
## 926        Norm     1Fam     1Story           5           6      1977
## 927        Norm     1Fam     2Story           8           5      2003
## 928        Norm     1Fam     2Story           7           5      1968
## 929        Norm     1Fam     1Story           8           5      2001
## 930        Norm     1Fam     2Story           7           5      1997
## 931        Norm     1Fam     1Story           8           5      2007
## 932        Norm     1Fam     1Story           5           6      1965
## 933        Norm     1Fam     1Story           9           5      2006
## 934        Norm     1Fam     1Story           7           5      2004
## 935        Norm     1Fam     1Story           7           7      1960
## 936        Norm     1Fam     1Story           4           5      1926
## 937        Norm     1Fam     1Story           7           5      2003
## 938        Norm     1Fam     2Story           7           5      2005
## 939        Norm     1Fam     2Story           7           5      2006
## 940        Norm     1Fam     2Story           7           7      1940
## 941        Norm   Duplex     1Story           6           5      1976
## 942        Norm     1Fam     2Story           7           5      1999
## 943        Norm   Duplex     1Story           4           3      1977
## 944        Norm   Duplex     1Story           5           4      1967
## 945        Norm     1Fam       SLvl           6           6      1958
## 946        Norm     1Fam     1.5Fin           5           6      1890
## 947        Norm     1Fam       SLvl           5           6      1959
## 948        Norm     1Fam     1Story           8           5      2002
## 949        Norm     1Fam     2Story           7           5      2002
## 950        Norm     1Fam     1Story           6           7      1972
## 951        Norm     1Fam     1Story           5           8      1950
## 952        Norm     1Fam     1Story           5           5      1965
## 953        Norm     1Fam     SFoyer           5           8      1972
## 954        Norm     1Fam     2Story           5           4      1969
## 955        Norm   Duplex     SFoyer           6           5      1975
## 956        Norm   Duplex     2Story           6           6      1946
## 957        Norm   TwnhsE     2Story           6           6      1980
## 958        Norm     1Fam     1Story           5           5      1962
## 959        Norm     1Fam     1Story           7           5      2003
## 960        Norm    Twnhs     2Story           7           5      1999
## 961        Norm     1Fam     1Story           5           7      1958
## 962        Norm     1Fam     2Story           6           7      1977
## 963        Norm   TwnhsE     2Story           6           6      1976
## 964        Norm     1Fam     1Story           9           5      2007
## 965        Norm     1Fam     2Story           7           5      2002
## 966        Norm     1Fam     2Story           6           5      2005
## 967        Norm     1Fam     1.5Fin           5           7      1940
## 968        Norm     1Fam     1Story           5           7      1955
## 969        Norm     1Fam     1.5Fin           3           6      1910
## 970        Norm   2fmCon       SLvl           6           5      1958
## 971        Norm     1Fam     1.5Fin           4           4      1949
## 972        Norm    Twnhs     2Story           7           5      2003
## 973        Norm   TwnhsE     1Story           6           5      1979
## 974        Norm     1Fam     1Story           7           5      2007
## 975       Feedr     1Fam     2Story           7           8      1910
## 976        Norm    Twnhs     2Story           7           5      2000
## 977        Norm     1Fam     1Story           4           7      1923
## 978        Norm   TwnhsE     1Story           7           5      2006
## 979        Norm     1Fam     1Story           4           5      1954
## 980        Norm     1Fam     1Story           5           6      1963
## 981        Norm     1Fam     SFoyer           7           9      1961
## 982        Norm     1Fam     2Story           8           5      1998
## 983        Norm     1Fam     1Story           7           5      2007
## 984        Norm     1Fam     2Story           8           5      2002
## 985        Norm   Duplex     1.5Fin           5           5      1977
## 986        Norm   2fmCon     1Story           5           5      1950
## 987        Norm     1Fam     1.5Fin           6           8      1910
## 988        Norm     1Fam     1Story           9           5      2009
## 989        Norm     1Fam     2Story           6           6      1976
## 990        Norm     1Fam     2Story           7           5      2006
## 991        Norm     1Fam     2Story           8           5      1997
## 992        Norm     1Fam     2Story           8           9      1882
## 993        Norm     1Fam     2Story           6           8      1964
## 994        Norm     1Fam     2Story           6           5      2005
## 995        Norm     1Fam     1Story          10           5      2006
## 996        Norm     1Fam     1.5Fin           4           7      1946
## 997        Norm     1Fam     1Story           5           6      1961
## 998        Norm     1Fam     1Story           6           6      1970
## 999        Norm     1Fam     1Story           3           4      1922
## 1000       Norm     1Fam     1Story           7           5      2006
## 1001       Norm     1Fam     1Story           3           3      1952
## 1002       Norm     1Fam     1Story           5           6      1920
## 1003       Norm     1Fam     1Story           8           5      2006
## 1004       RRAn   Duplex     1Story           5           6      1976
## 1005       Norm   TwnhsE     1Story           7           5      2005
## 1006       Norm     1Fam       SLvl           5           8      1977
## 1007       Norm     1Fam     1Story           6           3      1970
## 1008       Norm   TwnhsE     2Story           4           4      1970
## 1009       Norm     1Fam     1Story           7           5      2004
## 1010       Norm     1Fam     1.5Fin           5           5      1926
## 1011       Norm     1Fam     1.5Fin           5           5      1948
## 1012       Norm   Duplex     1Story           5           5      1965
## 1013       Norm     1Fam     2Story           6           7      1923
## 1014       Norm     1Fam     1Story           5           4      1910
## 1015       Norm     1Fam     1Story           6           5      1948
## 1016       Norm     1Fam     2Story           8           6      2001
## 1017       Norm     1Fam     1Story           7           5      1996
## 1018       Norm   TwnhsE     1Story           8           5      1984
## 1019       Norm     1Fam       SLvl           7           5      1991
## 1020       Norm   TwnhsE     1Story           7           5      2005
## 1021       Norm     1Fam     1Story           4           5      2005
## 1022       Norm     1Fam     1Story           7           5      2006
## 1023       Norm     1Fam     1.5Fin           5           5      1930
## 1024       Norm   TwnhsE     1Story           7           5      2005
## 1025       Norm     1Fam     1Story           8           6      1976
## 1026       Norm     1Fam     1Story           5           5      1972
## 1027       Norm     1Fam     1Story           5           5      1960
## 1028       Norm     1Fam     1Story           8           5      2007
## 1029       Norm     1Fam     1.5Fin           5           5      1941
## 1030       Norm    Twnhs     2Story           6           7      1972
## 1031       Norm   2fmCon     2Story           5           8      1916
## 1032       Norm     1Fam     2.5Fin           7           3      1920
## 1033       Norm     1Fam     2Story           8           7      1993
## 1034       Norm     1Fam     1Story           7           5      2002
## 1035       Norm     1Fam     1Story           5           7      1938
## 1036       Norm     1Fam     1Story           4           3      1957
## 1037       Norm     1Fam     1Story           9           5      2007
## 1038       Norm     1Fam     2Story           8           5      2001
## 1039       Norm    Twnhs     2Story           4           6      1970
## 1040       Norm   TwnhsE     SFoyer           4           4      1970
## 1041       Norm     1Fam     1Story           5           4      1957
## 1042       Norm     1Fam     2Story           6           8      1966
## 1043       Norm    Twnhs     1Story           6           5      2005
## 1044       Norm     1Fam     2Story           7           5      1990
## 1045       Norm     1Fam     1Story           8           5      1981
## 1046       Norm     1Fam     1Story           3           5      1955
## 1047       Norm     1Fam     2Story           9           5      2005
## 1048       Norm     1Fam     1Story           5           5      1994
## 1049       Norm     1Fam     1Story           5           4      1960
## 1050       Norm     1Fam     1Story           4           7      1946
## 1051       Norm     1Fam     1Story           7           5      2007
## 1052       Norm     1Fam     1Story           7           5      2007
## 1053       Norm     1Fam     2Story           6           6      1964
## 1054       Norm     1Fam     1Story           5           6      1957
## 1055       Norm     1Fam     2Story           8           5      2002
## 1056       Norm     1Fam     1Story           6           5      1976
## 1057       Norm   TwnhsE     1Story           7           5      2005
## 1058       Norm     1Fam     2Story           7           6      1994
## 1059       Norm     1Fam     2Story           9           5      2008
## 1060       Norm     1Fam     1.5Fin           6           7      1932
## 1061       Norm   TwnhsE     1Story           8           5      2001
## 1062       Norm     1Fam     1Story           3           4      1935
## 1063       Norm   2fmCon     2Story           5           5      1900
## 1064       Norm     1Fam     1Story           6           6      1925
## 1065       Norm     1Fam     1Story           5           6      1966
## 1066       Norm     1Fam     2Story           7           5      1996
## 1067       Norm     1Fam     2Story           6           7      1993
## 1068       Norm     1Fam     2Story           6           6      1964
## 1069       Norm   TwnhsE     2Story           6           4      1973
## 1070       Norm     1Fam     1.5Unf           5           7      1949
## 1071       Norm     1Fam     1Story           5           5      1956
## 1072       Norm     1Fam     2Story           6           6      1968
## 1073       Norm     1Fam     1.5Fin           5           3      1948
## 1074       Norm     1Fam     2Story           6           6      1977
## 1075       Norm     1Fam     1Story           7           5      2006
## 1076       Norm     1Fam     2Story           7           6      1940
## 1077       Norm     1Fam     1.5Fin           5           8      1936
## 1078       Norm     1Fam     1Story           5           5      1969
## 1079       Norm   TwnhsE     1Story           6           5      2004
## 1080       Norm     1Fam     1Story           5           5      1994
## 1081       Norm     1Fam     1Story           6           7      1971
## 1082       Norm     1Fam     1Story           5           5      1963
## 1083       Norm     1Fam     1Story           7           5      2002
## 1084       Norm     1Fam     1Story           6           6      1964
## 1085       Norm     1Fam     2Story           6           5      1995
## 1086       Norm     1Fam     SFoyer           6           6      1992
## 1087       Norm   TwnhsE     2Story           4           5      1973
## 1088       Norm     1Fam     2Story           8           5      2005
## 1089       Norm    Twnhs     2Story           7           5      2004
## 1090       Norm   TwnhsE     1Story           8           5      2005
## 1091       Norm   Duplex     1Story           3           4      1950
## 1092       Norm    Twnhs     2Story           7           5      1999
## 1093       Norm     1Fam     1.5Fin           6           5      1925
## 1094       Norm     1Fam     1Story           5           8      1965
## 1095       Norm     1Fam     1Story           5           7      1956
## 1096       Norm     1Fam     1Story           6           5      2006
## 1097       Norm     1Fam     2Story           6           7      1914
## 1098       Norm   TwnhsE     1Story           8           5      1986
## 1099       Norm     1Fam     1.5Fin           4           6      1936
## 1100       Norm     1Fam     1Story           7           5      1978
## 1101       Norm     1Fam     1Story           2           5      1920
## 1102       Norm     1Fam     1Story           5           5      1971
## 1103       Norm     1Fam     1Story           5           7      1960
## 1104       Norm     1Fam     1Story           6           6      1959
## 1105       Norm   TwnhsE     2Story           5           5      1970
## 1106       Norm     1Fam     2Story           8           5      1994
## 1107       Norm     1Fam     1Story           7           5      1990
## 1108       Norm     1Fam     2Story           7           5      2006
## 1109       Norm     1Fam     2Story           6           5      2000
## 1110       Norm     1Fam     1Story           8           5      2004
## 1111       Norm     1Fam     2Story           6           5      1995
## 1112       Norm     1Fam     2Story           7           6      1976
## 1113       Norm     1Fam     1Story           5           7      1957
## 1114       Norm     1Fam     1Story           5           7      1953
## 1115       Norm     1Fam     1Story           5           7      1954
## 1116       Norm     1Fam     1Story           8           5      2007
## 1117       Norm     1Fam       SLvl           8           5      2002
## 1118       Norm     1Fam     1Story           5           7      1967
## 1119       Norm     1Fam       SLvl           5           6      1958
## 1120       Norm     1Fam     1Story           5           5      1959
## 1121       Norm     1Fam     1Story           6           5      1920
## 1122       Norm     1Fam     1Story           7           5      2005
## 1123       Norm     1Fam     1Story           4           3      1956
## 1124       Norm     1Fam     1Story           5           9      1947
## 1125       Norm     1Fam       SLvl           7           5      1992
## 1126       Norm     1Fam     1Story           4           5      1955
## 1127       Norm   TwnhsE     1Story           7           5      2007
## 1128       Norm     1Fam     1Story           7           5      2004
## 1129       Norm     1Fam     2Story           7           5      2004
## 1130       Norm   Duplex     SFoyer           5           5      1980
## 1131       Norm     1Fam     1.5Fin           4           3      1928
## 1132       Norm     1Fam     1Story           5           5      1991
## 1133       Norm     1Fam     2Story           6           4      1880
## 1134       Norm     1Fam     2Story           8           5      1995
## 1135       Norm     1Fam     2Story           6           5      1997
## 1136       Norm     1Fam     1Story           6           5      1926
## 1137       Norm     1Fam     1.5Fin           6           5      1950
## 1138       Norm     1Fam     1.5Fin           5           8      1875
## 1139       Norm     1Fam     1Story           6           5      1977
## 1140       Norm     1Fam     1Story           5           5      1920
## 1141       Norm     1Fam     1Story           5           7      1951
## 1142       Norm     1Fam     2Story           5           7      1976
## 1143       Norm     1Fam     2Story           8           5      2006
## 1144       Norm     1Fam     1Story           5           3      1959
## 1145       Norm   2fmCon     1.5Fin           4           4      1941
## 1146       Norm     1Fam     1.5Fin           5           6      1928
## 1147       Norm     1Fam     1Story           6           5      1985
## 1148       Norm     1Fam     2Story           7           7      1941
## 1149       Norm     1Fam     1.5Fin           7           7      1926
## 1150       Norm     1Fam     2Story           7           9      1920
## 1151       Norm     1Fam     1Story           6           5      1950
## 1152       Norm     1Fam     1Story           5           4      1959
## 1153       Norm     1Fam     1Story           6           7      1956
## 1154       Norm     1Fam     1Story           6           8      1930
## 1155       Norm     1Fam     2Story           7           6      1965
## 1156       Norm     1Fam     1Story           5           8      1976
## 1157       Norm     1Fam       SLvl           5           8      1965
## 1158       Norm    Twnhs     1Story           7           5      2007
## 1159       Norm     1Fam     1Story           8           5      2007
## 1160       Norm     1Fam     2Story           6           6      1974
## 1161       Norm    Twnhs     2Story           6           5      1978
## 1162       Norm     1Fam     1Story           6           7      1954
## 1163       Norm     1Fam     1Story           5           5      1968
## 1164       Norm   Duplex     SFoyer           4           4      1969
## 1165       Norm     1Fam       SLvl           5           7      1978
## 1166       Norm     1Fam     1Story           7           5      2009
## 1167       Norm     1Fam     1Story           8           5      2008
## 1168       Norm     1Fam     2Story           6           5      2000
## 1169       Norm     1Fam     2Story           6           7      1935
## 1170       Norm     1Fam     2Story          10           5      1995
## 1171       Norm     1Fam       SLvl           6           6      1977
## 1172       Norm     1Fam     1Story           6           6      1958
## 1173       Norm   TwnhsE     2Story           7           5      2006
## 1174       Norm     1Fam     1.5Fin           5           6      1946
## 1175       Norm     1Fam     2Story           6           8      1932
## 1176       Norm     1Fam     1.5Fin           8           5      1992
## 1177       Norm     1Fam     1Story           5           5      1984
## 1178       Norm     1Fam     1.5Fin           6           8      1926
## 1179       Norm     1Fam     1.5Fin           5           6      1921
## 1180       Norm     1Fam     1Story           5           5      1954
## 1181       Norm     1Fam     2Story           7           5      1990
## 1182       Norm   TwnhsE     1Story           8           5      2008
## 1183       Norm     1Fam     2Story          10           5      1996
## 1184       Norm     1Fam     1Story           5           6      1920
## 1185       Norm     1Fam     1Story           5           4      1963
## 1186       Norm     1Fam     1.5Fin           5           7      1924
## 1187     Artery   2fmCon     2Story           3           5      1900
## 1188       Norm     1Fam     1Story           8           5      1994
## 1189       Norm     1Fam     2Story           7           5      2002
## 1190       Norm     1Fam     2Story           7           5      1999
## 1191       Norm   2fmCon     1Story           4           4      1961
## 1192       Norm    Twnhs     2Story           8           5      1999
## 1193       Norm     1Fam     1.5Fin           5           8      1925
## 1194       Norm   TwnhsE     1Story           6           5      1999
## 1195       Norm     1Fam     2Story           6           7      1969
## 1196       Norm     1Fam     2Story           6           5      2005
## 1197       Norm     1Fam     2Story           7           5      2006
## 1198       Norm     1Fam     2.5Unf           7           6      1916
## 1199       Norm     1Fam     1Story           7           5      2001
## 1200       Norm     1Fam     1Story           4           5      1963
## 1201       Norm     1Fam     1Story           4           5      1970
## 1202       Norm     1Fam     2Story           7           5      1998
## 1203       Norm     1Fam     1.5Fin           5           8      1925
## 1204       Norm     1Fam     1Story           7           5      2000
## 1205       Norm     1Fam     1Story           5           6      1975
## 1206       Norm     1Fam     1Story           7           7      1990
## 1207       Norm     1Fam     1Story           4           4      1966
## 1208       Norm     1Fam     1Story           6           5      2003
## 1209       Norm     1Fam     1Story           5           7      1962
## 1210       Norm     1Fam     1Story           8           5      2006
## 1211       Norm     1Fam     2Story           6           5      1992
## 1212       Norm     1Fam     1.5Fin           8           7      1988
## 1213       Norm     1Fam     1Story           4           6      1941
## 1214       Norm     1Fam       SLvl           4           9      1965
## 1215       Norm     1Fam     SFoyer           5           5      1962
## 1216       Norm     1Fam     1Story           5           5      1966
## 1217       Norm   Duplex     1.5Fin           6           5      1978
## 1218       Norm     1Fam     1Story           8           5      2009
## 1219       Norm     1Fam     1.5Fin           4           5      1947
## 1220       Norm    Twnhs     2Story           6           5      1971
## 1221       Norm     1Fam     1Story           5           5      1964
## 1222       Norm     1Fam     1Story           5           5      1968
## 1223       Norm     1Fam     1.5Fin           6           6      1949
## 1224       Norm     1Fam     1Story           5           3      1951
## 1225       Norm     1Fam     2Story           7           5      2004
## 1226       Norm     1Fam       SLvl           6           8      1958
## 1227       Norm     1Fam     2Story           6           5      2007
## 1228       Norm     1Fam     1Story           5           8      1965
## 1229       Norm   TwnhsE     1Story           9           5      2008
## 1230       Norm     1Fam       SLvl           5           5      1960
## 1231       RRAe   Duplex     1.5Fin           5           5      1977
## 1232       Norm   Duplex       SLvl           5           6      1962
## 1233       Norm   Duplex     1Story           4           5      1962
## 1234       Norm     1Fam     1Story           5           5      1959
##      YearRemodAdd RoofStyle RoofMatl Exterior1st Exterior2nd MasVnrType
## 1            2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 2            1976     Gable  CompShg     MetalSd     MetalSd       None
## 3            2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 4            1970     Gable  CompShg     Wd Sdng     Wd Shng       None
## 5            2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 6            1995     Gable  CompShg     VinylSd     VinylSd       None
## 7            2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 8            1973     Gable  CompShg     HdBoard     HdBoard      Stone
## 9            1950     Gable  CompShg     BrkFace     Wd Shng       None
## 10           1950     Gable  CompShg     MetalSd     MetalSd       None
## 11           1965       Hip  CompShg     HdBoard     HdBoard       None
## 12           2006       Hip  CompShg     WdShing     Wd Shng      Stone
## 13           1962       Hip  CompShg     HdBoard     Plywood       None
## 14           2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 15           1960       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 16           2001     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 17           1970     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 18           1967     Gable  CompShg     MetalSd     MetalSd       None
## 19           2004     Gable  CompShg     VinylSd     VinylSd       None
## 20           1965       Hip  CompShg     BrkFace     Plywood       None
## 21           2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 22           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 23           2002       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 24           1976     Gable  CompShg     CemntBd     CmentBd       None
## 25           2001     Gable  CompShg     Plywood     Plywood       None
## 26           2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 27           2000     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 28           2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 29           1997     Gable  CompShg     MetalSd     MetalSd       None
## 30           1950     Gable  CompShg     MetalSd     MetalSd       None
## 31           1950   Gambrel  CompShg     BrkFace     BrkFace       None
## 32           2006     Gable  CompShg     HdBoard     HdBoard       None
## 33           2007     Gable  CompShg     VinylSd     VinylSd       None
## 34           1959       Hip  CompShg     BrkFace     BrkFace       None
## 35           2005       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 36           2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 37           1995     Gable  CompShg     VinylSd     VinylSd       None
## 38           1990       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 39           2007     Gable  CompShg     VinylSd     VinylSd       None
## 40           1955     Gable  CompShg     AsbShng     Plywood       None
## 41           1965     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 42           1959     Gable  CompShg     VinylSd     VinylSd       None
## 43           1983     Gable  CompShg     HdBoard     HdBoard       None
## 44           1980       Hip  CompShg     VinylSd     VinylSd       None
## 45           1959     Gable  CompShg     BrkFace     Wd Sdng       None
## 46           2005       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 47           2003     Gable  CompShg     VinylSd     VinylSd       None
## 48           2006     Gable  CompShg     VinylSd     VinylSd       None
## 49           2008     Gable  CompShg     MetalSd     MetalSd       None
## 50           1966     Gable  CompShg     HdBoard     HdBoard       None
## 51           1997     Gable  CompShg     VinylSd     VinylSd       None
## 52           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 53           1963     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 54           1987     Gable  WdShngl     WdShing     Wd Shng       None
## 55           1955     Gable  CompShg     MetalSd     MetalSd       None
## 56           1964     Gable  CompShg     HdBoard     Plywood    BrkFace
## 57           2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 58           2004     Gable  CompShg     VinylSd     VinylSd       None
## 59           2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 60           1972     Gable  CompShg     HdBoard     HdBoard       None
## 61           2004     Gable  CompShg     VinylSd     VinylSd       None
## 62           1996     Gable  CompShg     MetalSd     MetalSd       None
## 63           2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 64           1950     Gable  CompShg      Stucco      Stucco       None
## 65           1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 66           2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 67           1989     Gable  CompShg     Plywood     Plywood    BrkFace
## 68           2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 69           1950     Gable  CompShg     MetalSd     MetalSd       None
## 70           1953     Gable  CompShg     BrkFace     AsbShng       None
## 71           1973     Gable  CompShg     Plywood     Plywood    BrkFace
## 72           2006     Gable  CompShg     HdBoard     Plywood       None
## 73           1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 74           2003     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 75           1950   Gambrel  CompShg     VinylSd     VinylSd       None
## 76           1973     Gable  CompShg     CemntBd     CmentBd       None
## 77           1956     Gable  CompShg     VinylSd     VinylSd       None
## 78           2001     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 79           1968       Hip  CompShg     HdBoard     HdBoard       None
## 80           1981     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 81           1968     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 82           1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 83           2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 84           1960     Gable  CompShg     MetalSd     MetalSd     BrkCmn
## 85           1996     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 86           1992       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 87           2005     Gable  CompShg     VinylSd     VinylSd       None
## 88           2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 89           1982       Hip  CompShg     Plywood     Plywood       None
## 90           1995     Gable  CompShg     VinylSd     VinylSd       None
## 91           1950     Gable  CompShg     BrkFace     Wd Sdng       None
## 92           1961       Hip  CompShg     HdBoard     HdBoard     BrkCmn
## 93           2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 94           1998       Hip  CompShg     MetalSd     MetalSd       None
## 95           1997     Gable  CompShg     VinylSd     VinylSd       None
## 96           1993     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 97           1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 98           1965       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 99           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 100          1959     Gable  CompShg     Plywood     Plywood       None
## 101          2001     Gable  CompShg     Plywood     Plywood    BrkFace
## 102          1985     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 103          1979     Gable  CompShg     HdBoard     HdBoard       None
## 104          2009     Gable  CompShg     VinylSd     VinylSd       None
## 105          1950     Gable  CompShg      Stucco      Stucco    BrkFace
## 106          2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 107          1995   Mansard  CompShg     VinylSd     VinylSd       None
## 108          1950     Gable  CompShg     VinylSd     VinylSd       None
## 109          2005     Gable  CompShg     CemntBd     CmentBd       None
## 110          1977       Hip  CompShg     Plywood     Plywood    BrkFace
## 111          1972     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 112          2000     Gable  CompShg     VinylSd     VinylSd       None
## 113          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 114          1953       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 115          2002   Gambrel  CompShg     Wd Sdng     Wd Sdng       None
## 116          1999     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 117          1962     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 118          2007     Gable  CompShg     VinylSd     VinylSd       None
## 119          1990       Hip  CompShg     Plywood     Plywood       None
## 120          2006     Gable  CompShg     VinylSd     VinylSd       None
## 121          1969      Flat    Metal     Plywood     Plywood       None
## 122          1950     Gable  CompShg     AsbShng     AsbShng       None
## 123          1958       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 124          1993     Gable  CompShg     Plywood     Plywood       None
## 125          1998     Gable  CompShg     HdBoard     HdBoard       None
## 126          1982     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 127          1976     Gable  CompShg     Plywood     Plywood       None
## 128          1950     Gable  CompShg     WdShing     Wd Sdng       None
## 129          1966     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 130          1991     Gable  CompShg     Plywood     Plywood    BrkFace
## 131          1966     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 132          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 133          2002     Gable  CompShg     MetalSd     MetalSd       None
## 134          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 135          1993     Gable  CompShg     Plywood     Plywood       None
## 136          1970       Hip  CompShg     Plywood     Plywood    BrkFace
## 137          1967     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 138          1989     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 139          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 140          1997     Gable  CompShg     VinylSd     VinylSd       None
## 141          1971     Gable  CompShg     HdBoard     HdBoard       None
## 142          2005     Gable  CompShg     VinylSd     VinylSd       None
## 143          1952     Gable  CompShg     BrkFace     Wd Sdng       None
## 144          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 145          1963     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 146          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 147          1993     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 148          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 149          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 150          1950     Gable  CompShg     MetalSd     MetalSd       None
## 151          1975     Gable  CompShg     HdBoard     HdBoard       None
## 152          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 153          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 154          1975      Flat  CompShg     BrkFace     Plywood       None
## 155          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 156          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 157          1950       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 158          2010     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 159          2005     Gable  CompShg     VinylSd     VinylSd       None
## 160          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 161          1984     Gable  CompShg     Plywood     Plywood       None
## 162          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 163          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 164          1956     Gable  CompShg     MetalSd     MetalSd       None
## 165          2004     Gable  CompShg     MetalSd     MetalSd       None
## 166          1999     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 167          1993       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 168          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 169          2004     Gable  CompShg     VinylSd     VinylSd       None
## 170          1981       Hip  WdShake     Plywood     Plywood    BrkFace
## 171          1950     Gable  CompShg     MetalSd     MetalSd       None
## 172          1960       Hip  CompShg     BrkFace     Plywood      Stone
## 173          1987     Gable  CompShg     HdBoard     HdBoard       None
## 174          1961     Gable  CompShg     WdShing     Wd Shng     BrkCmn
## 175          1986     Gable  CompShg     VinylSd     Plywood      Stone
## 176          2001     Gable  CompShg     WdShing     Wd Shng       None
## 177          1989     Gable  CompShg     Plywood     Plywood    BrkFace
## 178          1958     Gable  CompShg     MetalSd     MetalSd       None
## 179          2009       Hip  CompShg     VinylSd     VinylSd      Stone
## 180          2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 181          2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 182          1950     Gable  CompShg      Stucco      Stucco       None
## 183          2006       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 184          2003     Gable  CompShg     VinylSd     VinylSd       None
## 185          1991     Gable  CompShg     AsbShng     Plywood       None
## 186          1993     Gable  WdShngl     Wd Sdng     Wd Sdng       None
## 187          1991     Gable  CompShg     HdBoard     HdBoard       None
## 188          1987     Gable  CompShg     HdBoard     HdBoard       None
## 189          1979     Gable  CompShg     Plywood     Plywood      Stone
## 190          2002     Gable  CompShg     CemntBd     CmentBd       None
## 191          1994       Hip  CompShg     BrkFace     BrkFace       None
## 192          2004     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 193          1999     Gable  CompShg     VinylSd     VinylSd       None
## 194          2004     Gable  CompShg     VinylSd     VinylSd      Stone
## 195          1972       Hip  CompShg     HdBoard     HdBoard       None
## 196          1976     Gable  CompShg     Plywood     Brk Cmn       None
## 197          2007       Hip  CompShg     CemntBd     CmentBd      Stone
## 198          1990     Gable  CompShg      Stucco      Stucco       None
## 199          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 200          2005       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 201          2004     Gable  CompShg     VinylSd     VinylSd       None
## 202          1977     Gable  CompShg     Plywood     Plywood       None
## 203          1950     Gable  CompShg     MetalSd     MetalSd       None
## 204          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 205          1950     Gable  CompShg     AsbShng     AsbShng       None
## 206          1990     Gable  CompShg     HdBoard     HdBoard       None
## 207          1962     Gable  CompShg     HdBoard     HdBoard       None
## 208          1960     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 209          1989     Gable  CompShg     Plywood     Plywood    BrkFace
## 210          1964       Hip  CompShg     HdBoard     HdBoard      Stone
## 211          1950     Gable  CompShg      Stucco      Stucco       None
## 212          2009     Gable  CompShg     VinylSd     VinylSd       None
## 213          2009     Gable  CompShg     VinylSd     VinylSd       None
## 214          1995     Gable  CompShg     VinylSd     VinylSd       None
## 215          1977     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 216          1996     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 217          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 218          1950     Gable  CompShg     MetalSd     MetalSd       None
## 219          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 220          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 221          2006     Gable  CompShg     VinylSd     VinylSd       None
## 222          2002     Gable  CompShg     VinylSd     VinylSd       None
## 223          1975     Gable  CompShg     VinylSd     VinylSd       None
## 224          1971     Gable  CompShg     HdBoard     HdBoard       None
## 225          2003       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 226          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 227          1995     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 228          1970     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 229          1967     Gable  CompShg     HdBoard     HdBoard       None
## 230          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 231          1959       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 232          1996     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 233          1972     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 234          1976     Gable  CompShg     HdBoard     HdBoard       None
## 235          2002     Gable  CompShg     VinylSd     VinylSd       <NA>
## 236          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 237          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 238          2003     Gable  CompShg     HdBoard     HdBoard       None
## 239          2007       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 240          1950     Gable  CompShg     VinylSd     VinylSd       None
## 241          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 242          1997     Gable  CompShg     VinylSd     VinylSd       None
## 243          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 244          1980     Gable  CompShg     Plywood     Plywood       None
## 245          2002     Gable  CompShg     VinylSd     VinylSd       None
## 246          1988     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 247          1950     Gable  CompShg     AsbShng     AsbShng       None
## 248          1954       Hip  CompShg     Wd Sdng     BrkFace       None
## 249          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 250          2006     Gable  CompShg     Wd Sdng     HdBoard     BrkCmn
## 251          1966     Gable  CompShg     Wd Sdng     Plywood       None
## 252          2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 253          2004     Gable  CompShg     VinylSd     VinylSd       None
## 254          1991       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 255          1957     Gable  CompShg     MetalSd     MetalSd       None
## 256          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 257          2003     Gable  CompShg     VinylSd     VinylSd       None
## 258          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 259          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 260          1956     Gable  CompShg     BrkFace     BrkFace       None
## 261          1962     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 262          2007     Gable  CompShg     CemntBd     CmentBd      Stone
## 263          1995     Gable  CompShg     HdBoard     Plywood    BrkFace
## 264          2001     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 265          2004     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 266          1981     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 267          1997     Gable  CompShg     VinylSd     VinylSd       None
## 268          1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 269          1955     Gable  CompShg     VinylSd     VinylSd       None
## 270          1976       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 271          2006     Gable  CompShg     VinylSd     VinylSd       None
## 272          2005      Flat  Membran     Plywood     Plywood       None
## 273          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 274          1988       Hip  CompShg     Wd Sdng     Wd Sdng     BrkCmn
## 275          1982     Gable  CompShg     HdBoard     ImStucc       None
## 276          2007     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 277          2003     Gable  CompShg     VinylSd     VinylSd       None
## 278          1951     Gable  CompShg     VinylSd     VinylSd       None
## 279          2007     Gable  CompShg     CemntBd     CmentBd    BrkFace
## 280          1977       Hip  CompShg     Plywood     Plywood    BrkFace
## 281          1989     Gable  CompShg     Plywood     Plywood    BrkFace
## 282          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 283          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 284          2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 285          1992     Gable  CompShg     Plywood     ImStucc       None
## 286          2007     Gable  CompShg     MetalSd     MetalSd       None
## 287          1981     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 288          1971     Gable  CompShg     HdBoard     HdBoard       None
## 289          1967     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 290          2003     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 291          2006     Gable  CompShg     VinylSd     VinylSd       None
## 292          2000     Gable  CompShg     VinylSd     VinylSd       None
## 293          2008     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 294          1994     Gable  CompShg     Plywood     Plywood    BrkFace
## 295          1953       Hip  CompShg     HdBoard     HdBoard      Stone
## 296          1984     Gable  CompShg     HdBoard     HdBoard       None
## 297          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 298          1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 299          1968   Mansard  CompShg     HdBoard     AsphShn    BrkFace
## 300          2004     Gable  CompShg     HdBoard     HdBoard       None
## 301          1953       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 302          1999     Gable  CompShg     VinylSd     VinylSd       None
## 303          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 304          1972     Gable  CompShg     VinylSd     VinylSd       None
## 305          2002     Gable  CompShg     CemntBd     CmentBd       None
## 306          2005     Gable  CompShg     CemntBd     CmentBd      Stone
## 307          1991     Gable  CompShg     HdBoard     Plywood    BrkFace
## 308          1950     Gable  CompShg     MetalSd     MetalSd       None
## 309          1950     Gable  CompShg     VinylSd     VinylSd       None
## 310          2004     Gable  CompShg     VinylSd     VinylSd       None
## 311          1994     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 312          2002     Gable  CompShg     VinylSd     VinylSd       None
## 313          1950     Gable  CompShg     MetalSd     MetalSd       None
## 314          1965       Hip  CompShg     BrkFace     BrkFace       None
## 315          1990     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 316          2005     Gable  CompShg     VinylSd     VinylSd       None
## 317          1980     Gable  CompShg     CemntBd     CmentBd    BrkFace
## 318          2006     Gable  CompShg     VinylSd     VinylSd       None
## 319          1993     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 320          1980     Gable  CompShg     Plywood     Plywood    BrkFace
## 321          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 322          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 323          1987     Gable  CompShg     Plywood     Plywood    BrkFace
## 324          2005     Gable  CompShg     VinylSd     VinylSd       None
## 325          2007   Mansard  WdShake     Wd Sdng     Wd Sdng    BrkFace
## 326          1950     Gable  CompShg     MetalSd     MetalSd       None
## 327          1993     Gable  CompShg     BrkFace     BrkFace       None
## 328          1960       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 329          1994     Gable  CompShg     Wd Sdng     Wd Shng       None
## 330          1950     Gable  CompShg     Wd Sdng     Wd Shng       None
## 331          1964     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 332          1992     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 333          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 334          2004     Gable  CompShg     VinylSd     VinylSd      Stone
## 335          1998     Gable  CompShg     VinylSd     VinylSd       None
## 336          1965     Gable  CompShg     Plywood     Plywood       None
## 337          2006       Hip  CompShg     VinylSd     VinylSd      Stone
## 338          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 339          1998     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 340          1998       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 341          2002     Gable  CompShg     VinylSd     VinylSd       None
## 342          1950     Gable  CompShg     Wd Sdng     AsbShng       None
## 343          1950     Gable  CompShg      Stucco      Stucco    BrkFace
## 344          2005       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 345          1976     Gable  CompShg     CemntBd     CmentBd       None
## 346          1950     Gable  CompShg     MetalSd     MetalSd       None
## 347          1998       Hip  CompShg     MetalSd     MetalSd       None
## 348          1960     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 349          2004     Gable  CompShg     VinylSd     Wd Shng      Stone
## 350          2006       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 351          2007       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 352          1986     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 353          1950     Gable  CompShg     VinylSd     VinylSd       None
## 354          2003     Gable  CompShg     VinylSd     VinylSd       None
## 355          2000     Gable  CompShg     Wd Sdng     MetalSd       None
## 356          1995     Gable  CompShg     VinylSd     VinylSd       None
## 357          1992     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 358          1976     Gable  CompShg     CemntBd     CmentBd       None
## 359          1958       Hip  CompShg     Wd Sdng     ImStucc    BrkFace
## 360          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 361          1978     Gable  CompShg     VinylSd     VinylSd       None
## 362          1982     Gable  CompShg     MetalSd     MetalSd       None
## 363          2003     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 364          2007     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 365          1976     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 366          1997       Hip  CompShg     VinylSd     VinylSd       None
## 367          1963     Gable  CompShg     Plywood     Plywood    BrkFace
## 368          1962     Gable  Tar&Grv     Plywood     Plywood    BrkFace
## 369          1954     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 370          2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 371          2000     Gable  CompShg     VinylSd     VinylSd       None
## 372          1959     Gable  CompShg     WdShing     Plywood       None
## 373          1984     Gable  CompShg     Plywood     Plywood       None
## 374          1953     Gable  CompShg     MetalSd     MetalSd       None
## 375          2004     Gable  CompShg     VinylSd     VinylSd       None
## 376          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 377          1996     Gable  CompShg     VinylSd     VinylSd       None
## 378          2005     Gable  CompShg     CemntBd     CmentBd       None
## 379          2010       Hip  CompShg     VinylSd     VinylSd      Stone
## 380          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 381          1950     Gable  CompShg     BrkFace     Wd Sdng       None
## 382          2006     Gable  CompShg     VinylSd     VinylSd       None
## 383          2006     Gable  CompShg     VinylSd     VinylSd       None
## 384          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 385          1992     Gable  CompShg     HdBoard     HdBoard       None
## 386          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 387          1996   Gambrel  CompShg     Wd Sdng     VinylSd       None
## 388          1976       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 389          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 390          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 391          1950     Gable  CompShg     MetalSd     MetalSd       None
## 392          2002     Gable  CompShg     VinylSd     VinylSd       None
## 393          1959     Gable  CompShg     MetalSd     MetalSd       None
## 394          1950     Gable  CompShg     WdShing     Wd Shng       None
## 395          1950     Gable  CompShg     MetalSd     MetalSd       None
## 396          1956     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 397          1972       Hip  CompShg     MetalSd     MetalSd       None
## 398          1962     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 399          1950     Gable  CompShg     MetalSd     MetalSd       None
## 400          2007     Gable  CompShg     CemntBd     CmentBd      Stone
## 401          1996     Gable  CompShg     BrkFace     BrkFace       None
## 402          2005     Gable  CompShg     VinylSd     VinylSd       None
## 403          1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 404          1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 405          1996     Gable  CompShg     MetalSd     MetalSd       None
## 406          1993     Gable  CompShg     Plywood     Plywood       None
## 407          1950     Gable  CompShg     MetalSd     MetalSd       None
## 408          1976     Gable  CompShg     Wd Sdng     Plywood       None
## 409          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 410          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 411          1958     Gable  CompShg     BrkComm     Brk Cmn       None
## 412          1955       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 413          2009     Gable  CompShg     MetalSd     MetalSd      Stone
## 414          1950     Gable  CompShg     WdShing     Wd Shng       None
## 415          1993     Gable  CompShg     VinylSd     VinylSd       None
## 416          2007     Gable  CompShg     VinylSd     VinylSd       None
## 417          1978       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 418          1950       Hip  CompShg     Wd Sdng      Stucco       None
## 419          1950     Gable  CompShg     MetalSd     MetalSd       None
## 420          1968     Gable  CompShg     VinylSd     VinylSd       None
## 421          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 422          2000     Gable  CompShg     CemntBd     CmentBd      Stone
## 423          1954       Hip  CompShg     HdBoard     HdBoard       None
## 424          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 425          1956     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 426          1992     Gable  CompShg     HdBoard     HdBoard       None
## 427          1989     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 428          1957       Hip  CompShg     MetalSd     MetalSd       None
## 429          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 430          1988     Gable  CompShg     HdBoard     HdBoard       None
## 431          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 432          1998     Gable  CompShg     MetalSd     MetalSd       None
## 433          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 434          1998     Gable  CompShg     VinylSd     VinylSd       None
## 435          1972     Gable  CompShg     CemntBd     CmentBd       None
## 436          1996     Gable  CompShg     VinylSd     VinylSd       None
## 437          1950     Gable  CompShg      Stucco      Stucco       None
## 438          2004     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 439          2002     Gable  CompShg     WdShing      Stucco       None
## 440          2000     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 441          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 442          1955     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 443          1992     Gable  CompShg     MetalSd     MetalSd       None
## 444          2007     Gable  CompShg     WdShing     Wd Shng    BrkFace
## 445          1995     Gable  CompShg     VinylSd     VinylSd       None
## 446          1956       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 447          2002     Gable  CompShg     BrkFace     Plywood       None
## 448          1999     Gable  CompShg     VinylSd     VinylSd       None
## 449          1950     Gable  CompShg     MetalSd     MetalSd       None
## 450          2002     Gable  CompShg     MetalSd     MetalSd       None
## 451          2005       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 452          1975     Gable  WdShngl     Plywood     Plywood       None
## 453          1997       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 454          2008     Gable  CompShg     VinylSd     VinylSd       None
## 455          1976     Gable  CompShg     Plywood     Plywood       None
## 456          1973       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 457          1950     Gable  CompShg     AsbShng     AsbShng       None
## 458          1994      Flat  Tar&Grv     Plywood     Plywood       None
## 459          1996       Hip  CompShg      Stucco     Wd Shng       None
## 460          1950     Gable  CompShg     MetalSd     MetalSd     BrkCmn
## 461          2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 462          2007     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 463          1965     Gable  CompShg     MetalSd     MetalSd       None
## 464          1995       Hip  CompShg      Stucco      Stucco       None
## 465          1978     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 466          2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 467          1970      Flat  Tar&Grv     Plywood     Plywood       None
## 468          1995     Gable  CompShg     MetalSd     MetalSd      Stone
## 469          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 470          1993     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 471          1985     Gable  CompShg     HdBoard     HdBoard       None
## 472          1977   Mansard  WdShake     WdShing     Plywood       None
## 473          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 474          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 475          2000     Gable  CompShg     CemntBd     CmentBd       None
## 476          1963       Hip  CompShg     HdBoard     HdBoard       None
## 477          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 478          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 479          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 480          2000       Hip  CompShg      Stucco      Stucco     BrkCmn
## 481          2005       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 482          2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 483          2005     Gable  CompShg      Stucco      Stucco       None
## 484          1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 485          2001     Gable  CompShg     HdBoard     Plywood       None
## 486          2007     Gable  CompShg     MetalSd     MetalSd       None
## 487          1965       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 488          1971     Gable  CompShg     Plywood     Plywood       None
## 489          1970     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 490          2002     Gable  CompShg     CemntBd     CmentBd       None
## 491          1976     Gable  CompShg     CemntBd     CmentBd       None
## 492          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 493          2006     Gable  CompShg     VinylSd     VinylSd       None
## 494          1960     Gable  CompShg     BrkFace     Wd Sdng       None
## 495          1996     Gable  CompShg     MetalSd     MetalSd       None
## 496          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 497          1993       Hip  CompShg     BrkFace     BrkFace       None
## 498          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 499          2004       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 500          1985     Gable  CompShg     MetalSd     MetalSd       None
## 501          1973     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 502          2005     Gable  CompShg     VinylSd     VinylSd       None
## 503          1965       Hip  CompShg     MetalSd     MetalSd       None
## 504          1997     Gable  CompShg     BrkFace     Wd Sdng       None
## 505          1974     Gable  CompShg     Plywood     Brk Cmn       None
## 506          1952       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 507          1994     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 508          2009     Gable  CompShg     VinylSd     VinylSd       None
## 509          2005   Gambrel  CompShg     MetalSd     MetalSd       None
## 510          1959     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 511          2000       Hip  CompShg     Wd Sdng     Wd Sdng     BrkCmn
## 512          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 513          1958     Gable  CompShg     VinylSd     VinylSd       None
## 514          1983     Gable  CompShg     VinylSd     VinylSd       None
## 515          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 516          2009       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 517          1972     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 518          1997     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 519          1998     Gable  CompShg     VinylSd     VinylSd       None
## 520          2004   Gambrel  CompShg     MetalSd     MetalSd       None
## 521          2000     Gable  CompShg     MetalSd     MetalSd       None
## 522          1957     Gable  CompShg     VinylSd     VinylSd       None
## 523          1950     Gable  CompShg     CemntBd     CmentBd       None
## 524          2008       Hip  CompShg     CemntBd     CmentBd      Stone
## 525          1997     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 526          2005     Gable  CompShg     VinylSd     VinylSd       None
## 527          2000       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 528          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 529          2002     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 530          1975       Hip  CompShg     Wd Sdng       Stone       <NA>
## 531          1989     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 532          1999     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 533          2007     Gable  CompShg     VinylSd     VinylSd       None
## 534          1950     Gable  CompShg     VinylSd     VinylSd       None
## 535          2004     Gable  CompShg     VinylSd     VinylSd       None
## 536          1991     Gable  CompShg     MetalSd     MetalSd       None
## 537          1999     Gable  CompShg     VinylSd     VinylSd       None
## 538          1972       Hip  CompShg     MetalSd     MetalSd       None
## 539          1968       Hip  CompShg     Plywood     Plywood    BrkFace
## 540          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 541          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 542          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 543          1999       Hip  CompShg     VinylSd     VinylSd       None
## 544          1998     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 545          2006     Gable  CompShg     VinylSd     VinylSd       None
## 546          1988     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 547          1950     Gable  CompShg     BrkFace     Wd Sdng       None
## 548          1970     Gable  CompShg     VinylSd     VinylSd       None
## 549          1995     Gable  CompShg     MetalSd     MetalSd       None
## 550          2004     Gable  CompShg     VinylSd     VinylSd       None
## 551          1977     Gable  CompShg     Plywood     Plywood       None
## 552          1957       Hip  CompShg     BrkFace     BrkFace       None
## 553          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 554          2003     Gable  CompShg     VinylSd     VinylSd       None
## 555          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 556          1950     Gable  CompShg     MetalSd     MetalSd       None
## 557          1957     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 558          1950     Gable  CompShg     MetalSd     MetalSd       None
## 559          1997     Gable  CompShg     HdBoard     HdBoard       None
## 560          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 561          1996       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 562          1975     Gable  CompShg     HdBoard     HdBoard       None
## 563          1969     Gable  CompShg     WdShing     Wd Shng       None
## 564          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 565          2000     Gable  CompShg     HdBoard     HdBoard       None
## 566          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 567          2007       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 568          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 569          2009     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 570          1979     Gable  CompShg     MetalSd     MetalSd       None
## 571          1965     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 572          1959     Gable  CompShg     WdShing     Wd Shng    BrkFace
## 573          2009     Gable  CompShg     VinylSd     VinylSd       None
## 574          2000     Gable  CompShg     VinylSd     VinylSd       None
## 575          2005   Gambrel  CompShg     MetalSd     AsphShn    BrkFace
## 576          1950     Gable  CompShg     MetalSd     MetalSd       None
## 577          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 578          1966     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 579          2007     Gable  CompShg     VinylSd     VinylSd       None
## 580          1954     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 581          1987     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 582          2009       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 583          1990     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 584          2000     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 585          1995     Gable  CompShg     AsbShng     AsbShng       None
## 586          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 587          2000     Gable  CompShg      Stucco     Wd Shng       None
## 588          1982       Hip  CompShg     HdBoard     HdBoard       None
## 589          2003      Flat  Tar&Grv     Wd Sdng     Wd Sdng       None
## 590          1960     Gable  CompShg     VinylSd     VinylSd       None
## 591          2004     Gable  CompShg     VinylSd     VinylSd       None
## 592          2008     Gable  CompShg     CemntBd     CmentBd      Stone
## 593          2003     Gable  CompShg     HdBoard     HdBoard       None
## 594          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 595          1975       Hip  CompShg     HdBoard     HdBoard       None
## 596          2006     Gable  CompShg     VinylSd       Other    BrkFace
## 597          1993     Gable  CompShg     VinylSd     VinylSd       None
## 598          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 599          1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 600          1980     Gable  CompShg     MetalSd     MetalSd       None
## 601          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 602          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 603          1992     Gable  CompShg     HdBoard     HdBoard       None
## 604          2005     Gable  CompShg     MetalSd     MetalSd       None
## 605          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 606          1990     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 607          1996     Gable  CompShg     VinylSd     VinylSd       None
## 608          2002     Gable  CompShg     MetalSd     MetalSd       None
## 609          1998     Gable  CompShg     BrkFace     Wd Sdng       None
## 610          1961     Gable  CompShg     VinylSd     VinylSd     BrkCmn
## 611          2000       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 612          1978     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 613          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 614          2007     Gable  CompShg     VinylSd     VinylSd       None
## 615          1972     Gable  CompShg     CemntBd     CmentBd       None
## 616          1963     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 617          2003     Gable  CompShg     VinylSd     VinylSd       None
## 618          1954     Gable  CompShg     MetalSd     MetalSd       None
## 619          2007       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 620          2003       Hip  CompShg     VinylSd     VinylSd      Stone
## 621          1950     Gable  CompShg      Stucco      Stucco       None
## 622          1997     Gable  CompShg     HdBoard     HdBoard       None
## 623          1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 624          2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 625          1972     Gable  CompShg     VinylSd     VinylSd       None
## 626          1962       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 627          1978       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 628          1972     Gable  CompShg     AsbShng     AsbShng    BrkFace
## 629          1969     Gable  CompShg     Plywood     Plywood    BrkFace
## 630          1964     Gable  WdShngl     Plywood     Wd Sdng    BrkFace
## 631          1991     Gable  CompShg     VinylSd     VinylSd       None
## 632          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 633          1977       Hip  CompShg     Plywood     Plywood    BrkFace
## 634          2005     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 635          1980     Gable  CompShg     Plywood     Plywood       None
## 636          1995       Hip  CompShg     VinylSd     VinylSd       None
## 637          1950     Gable  CompShg     AsbShng     AsbShng       None
## 638          1954     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 639          1950     Gable  CompShg     MetalSd     Wd Sdng       None
## 640          2006       Hip  CompShg     VinylSd     VinylSd       None
## 641          2004       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 642          2001     Gable  CompShg     VinylSd     VinylSd       None
## 643          1995     Gable  CompShg     Plywood     Wd Sdng       None
## 644          1969   Mansard  CompShg     WdShing     HdBoard    BrkFace
## 645          2009     Gable  CompShg     CemntBd     CmentBd      Stone
## 646          1971       Hip  CompShg     Plywood     Plywood       None
## 647          1950       Hip  CompShg     MetalSd     MetalSd       None
## 648          1953       Hip  CompShg     Wd Sdng     Wd Sdng      Stone
## 649          1966     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 650          1970     Gable  CompShg     CemntBd     CmentBd       None
## 651          2007     Gable  CompShg     CemntBd     CmentBd       <NA>
## 652          1950     Gable  CompShg     MetalSd     MetalSd       None
## 653          1996     Gable  CompShg     VinylSd     VinylSd       None
## 654          1995     Gable  CompShg     MetalSd     MetalSd       None
## 655          1995       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 656          1971     Gable  CompShg     HdBoard     ImStucc    BrkFace
## 657          2006     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 658          2000     Gable  CompShg      Stucco     Wd Shng       None
## 659          1950     Gable  CompShg     VinylSd     VinylSd       None
## 660          1999       Hip  CompShg     MetalSd     MetalSd       None
## 661          1976     Gable  CompShg     Plywood     Plywood    BrkFace
## 662          2005       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 663          1968       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 664          1972     Gable  CompShg     Plywood     Plywood       None
## 665          2006     Gable  CompShg     VinylSd     VinylSd       None
## 666          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 667          1979      Flat  Tar&Grv     Plywood     Plywood     BrkCmn
## 668          1998     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 669          1987     Gable  CompShg     CemntBd     Wd Sdng       None
## 670          1950     Gable  CompShg     MetalSd     MetalSd       None
## 671          2005     Gable  CompShg     VinylSd     VinylSd       None
## 672          1950   Gambrel  CompShg     Wd Sdng     Wd Sdng       None
## 673          1977     Gable  CompShg     Plywood     Plywood       None
## 674          2004       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 675          1965     Gable  CompShg     HdBoard     HdBoard       None
## 676          1978     Gable  CompShg     Plywood     Brk Cmn       None
## 677          1950     Gable  CompShg     AsbShng      Stucco       None
## 678          2006     Gable  CompShg     VinylSd     VinylSd       None
## 679          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 680          1961       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 681          1980     Gable  CompShg     Plywood     Plywood       None
## 682          2000     Gable  CompShg     VinylSd      Stucco       None
## 683          1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 684          2002       Hip  CompShg     VinylSd     VinylSd      Stone
## 685          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 686          1984     Gable  CompShg     HdBoard     HdBoard       None
## 687          2007     Gable  CompShg     VinylSd     VinylSd       None
## 688          2004     Gable  CompShg     MetalSd     MetalSd       None
## 689          2007     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 690          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 691          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 692          1995     Gable  WdShngl     HdBoard     HdBoard    BrkFace
## 693          1990       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 694          1968     Gable  CompShg     MetalSd     MetalSd       None
## 695          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 696          1987     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 697          1950     Gable  CompShg     Wd Sdng     Wd Shng       None
## 698          1952     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 699          2009     Gable  CompShg     MetalSd     MetalSd       None
## 700          2004     Gable  CompShg     MetalSd     MetalSd       None
## 701          2002       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 702          1969       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 703          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 704          1996     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 705          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 706          1950       Hip  CompShg     VinylSd     Wd Shng       None
## 707          2002     Gable  CompShg     Plywood     Plywood      Stone
## 708          2006       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 709          2007       Hip  CompShg     VinylSd     VinylSd       None
## 710          1966     Gable  CompShg     HdBoard     HdBoard     BrkCmn
## 711          2003     Gable  CompShg     VinylSd     VinylSd       None
## 712          1950     Gable  CompShg     MetalSd     MetalSd       None
## 713          1989     Gable  CompShg     HdBoard     HdBoard       None
## 714          1970     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 715          2005     Gable  CompShg     HdBoard     Plywood    BrkFace
## 716          1974       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 717          1998     Gable  CompShg     Wd Sdng     VinylSd       None
## 718          2000     Gable  CompShg     HdBoard     HdBoard       None
## 719          1994       Hip  CompShg     Wd Sdng     ImStucc    BrkFace
## 720          1969     Gable  CompShg     HdBoard     Plywood       None
## 721          1985     Gable  CompShg     HdBoard     HdBoard       None
## 722          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 723          1970     Gable  CompShg     MetalSd     MetalSd       None
## 724          1972     Gable  CompShg     MetalSd     MetalSd       None
## 725          2008       Hip  CompShg     CemntBd     CmentBd      Stone
## 726          1970     Gable  CompShg     HdBoard     Plywood       None
## 727          2007       Hip  CompShg     Wd Sdng     Plywood    BrkFace
## 728          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 729          1958     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 730          1950     Gable  CompShg     MetalSd     MetalSd       None
## 731          1996     Gable  CompShg     CemntBd     CmentBd       None
## 732          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 733          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 734          1983       Hip  CompShg     HdBoard     HdBoard       None
## 735          1968     Gable  CompShg     Plywood     Plywood       None
## 736          1970     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 737          1950     Gable  CompShg      Stucco       Stone       None
## 738          2005     Gable  CompShg     VinylSd     VinylSd       None
## 739          1988     Gable  CompShg     Plywood     Plywood       None
## 740          2004     Gable  CompShg     VinylSd     VinylSd       None
## 741          2002     Gable  CompShg     Wd Sdng     Wd Shng       None
## 742          1996       Hip  CompShg     HdBoard     HdBoard       None
## 743          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 744          1999     Gable  CompShg     HdBoard     HdBoard       None
## 745          1993     Gable  CompShg     HdBoard     HdBoard       None
## 746          1996       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 747          2000     Gable  CompShg     VinylSd     VinylSd       None
## 748          2003   Mansard  CompShg      Stucco      Stucco       None
## 749          1996       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 750          1950     Gable  CompShg     WdShing     Wd Shng       None
## 751          2004     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 752          2003     Gable  CompShg     VinylSd     VinylSd       None
## 753          1997     Gable  CompShg     VinylSd     VinylSd       None
## 754          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 755          2005     Gable  CompShg     Plywood     Plywood       None
## 756          1999     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 757          2007     Gable  CompShg     VinylSd     VinylSd       None
## 758          1978       Hip  CompShg     HdBoard     HdBoard     BrkCmn
## 759          1999     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 760          1995     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 761          1959       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 762          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 763          2009     Gable  CompShg     VinylSd     VinylSd       None
## 764          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 765          1996       Hip  CompShg     BrkFace     BrkFace       None
## 766          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 767          1988     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 768          1985     Gable  CompShg     VinylSd     VinylSd       None
## 769          2005       Hip  CompShg     VinylSd     VinylSd       None
## 770          2003       Hip  CompShg     CemntBd     Wd Shng    BrkFace
## 771          1982       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 772          1951     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 773          1976     Gable  CompShg     Plywood     Plywood       None
## 774          1958     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 775          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 776          1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 777          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 778          1974       Hip  CompShg     HdBoard     Plywood       None
## 779          1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 780          1977     Gable  CompShg     Plywood     ImStucc    BrkFace
## 781          1996     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 782          1992     Gable  CompShg     VinylSd     VinylSd       None
## 783          2002     Gable  CompShg     VinylSd     VinylSd       None
## 784          1978     Gable  CompShg     Plywood     Plywood    BrkFace
## 785          2001     Gable  CompShg     Wd Sdng     Wd Shng       None
## 786          1967     Gable  CompShg     BrkFace     Wd Sdng       None
## 787          1950     Gable  CompShg     MetalSd     MetalSd       None
## 788          2004     Gable  CompShg     VinylSd     VinylSd       None
## 789          2000     Gable  CompShg     MetalSd     MetalSd       None
## 790          2007     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 791          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 792          1976     Gable  CompShg     HdBoard     HdBoard       None
## 793          1997     Gable  CompShg     MetalSd     MetalSd       None
## 794          2007     Gable  CompShg     CemntBd     CmentBd      Stone
## 795          1996     Gable  CompShg     MetalSd     MetalSd       None
## 796          1981     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 797          1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 798          1953     Gable  CompShg     VinylSd     VinylSd       None
## 799          2009       Hip  CompShg     VinylSd     VinylSd      Stone
## 800          1950     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 801          1997     Gable  CompShg     VinylSd     VinylSd       None
## 802          1990     Gable  CompShg     MetalSd     MetalSd       None
## 803          2005     Gable  CompShg     WdShing     Wd Shng       None
## 804          2009       Hip  CompShg     VinylSd     VinylSd      Stone
## 805          1954     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 806          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 807          1967     Gable  CompShg     VinylSd     VinylSd       None
## 808          2004     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 809          1966     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 810          1965       Hip  CompShg     AsbShng     AsbShng       None
## 811          1999       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 812          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 813          1952       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 814          1958     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 815          1950     Gable  CompShg      Stucco      Stucco       None
## 816          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 817          1954     Gable  CompShg     BrkFace     BrkFace       None
## 818          2002       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 819          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 820          2010     Gable  CompShg     VinylSd     VinylSd      Stone
## 821          2003     Gable  CompShg     VinylSd     VinylSd       None
## 822          1953     Gable  CompShg     MetalSd     MetalSd       None
## 823          2003     Gable  CompShg     VinylSd     VinylSd       None
## 824          1950     Gable  CompShg     VinylSd     VinylSd       None
## 825          2006     Gable  CompShg     VinylSd     VinylSd       None
## 826          2008       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 827          1950     Gable  CompShg     MetalSd     MetalSd       None
## 828          2001     Gable  CompShg     VinylSd     VinylSd       None
## 829          1967      Flat  Tar&Grv     Plywood     Plywood       None
## 830          2005     Gable  CompShg     MetalSd     MetalSd       None
## 831          1957     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 832          2005     Gable  CompShg     MetalSd     MetalSd       None
## 833          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 834          1964     Gable  CompShg     HdBoard     Plywood    BrkFace
## 835          1961     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 836          1995     Gable  CompShg     VinylSd     HdBoard       None
## 837          1973     Gable  CompShg     VinylSd     VinylSd       None
## 838          1973     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 839          2006     Gable  CompShg     VinylSd     VinylSd       None
## 840          1995     Gable  CompShg     MetalSd     MetalSd       None
## 841          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 842          2002     Gable  CompShg     MetalSd     MetalSd       None
## 843          1966     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 844          1961     Gable  CompShg     BrkFace     BrkFace       None
## 845          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 846          1981     Gable  CompShg     HdBoard     HdBoard       None
## 847          1993     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 848          1972     Gable  CompShg     HdBoard     Plywood       None
## 849          1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 850          1994       Hip  CompShg     Plywood     Plywood    BrkFace
## 851          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 852          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 853          1950     Gable  CompShg     MetalSd     MetalSd       None
## 854          1964     Gable  CompShg     MetalSd     HdBoard    BrkFace
## 855          1974       Hip  CompShg     Wd Sdng     Plywood       None
## 856          2010     Gable  CompShg     HdBoard     HdBoard       None
## 857          1978     Gable  CompShg     Plywood     HdBoard       None
## 858          1995     Gable  CompShg     HdBoard     HdBoard       None
## 859          1976     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 860          1984     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 861          1998     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 862          1965       Hip  CompShg     Plywood     HdBoard       None
## 863          1985       Hip  CompShg     HdBoard     Plywood       None
## 864          1959       Hip  CompShg     BrkFace     Plywood       None
## 865          2008     Gable  CompShg     VinylSd     VinylSd       None
## 866          1970     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 867          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 868          1961     Gable  CompShg     VinylSd     VinylSd       None
## 869          1950     Gable  CompShg     Plywood     Plywood       None
## 870          1994     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 871          1962       Hip  CompShg     MetalSd     MetalSd       None
## 872          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 873          1996     Gable  CompShg     WdShing     Wd Shng       None
## 874          1950     Gable  CompShg     HdBoard     HdBoard       None
## 875          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 876          2007     Gable  CompShg     CemntBd     CmentBd       None
## 877          1963     Gable  CompShg     HdBoard     Plywood       None
## 878          2005       Hip  CompShg     VinylSd     VinylSd      Stone
## 879          1995     Gable  CompShg     HdBoard     HdBoard       None
## 880          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 881          2006     Gable  CompShg     VinylSd     VinylSd       None
## 882          1991     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 883          1993     Gable  CompShg     VinylSd     VinylSd       None
## 884          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 885          1967     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 886          2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 887          2005     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 888          1955     Gable  CompShg     MetalSd     MetalSd       None
## 889          1970      Flat  Tar&Grv     Wd Sdng     Wd Sdng       None
## 890          1953       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 891          2006     Gable  CompShg     MetalSd     MetalSd       None
## 892          1978       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 893          2003       Hip  CompShg     HdBoard     HdBoard       None
## 894          1954     Gable  CompShg     Wd Sdng     Plywood       None
## 895          1979     Gable  CompShg     Plywood     Plywood       None
## 896          1963       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 897          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 898          1979     Gable  CompShg     Plywood     Plywood       None
## 899          2010       Hip  CompShg     VinylSd     VinylSd      Stone
## 900          1994     Gable  CompShg     HdBoard     Plywood       None
## 901          1971     Gable  CompShg     HdBoard     HdBoard       None
## 902          2000       Hip  CompShg     MetalSd     MetalSd       None
## 903          2003     Gable  CompShg     VinylSd     VinylSd       None
## 904          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 905          1967     Gable  CompShg     HdBoard     Wd Sdng    BrkFace
## 906          1954     Gable  CompShg     HdBoard     HdBoard      Stone
## 907          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 908          1987     Gable  CompShg     BrkFace     BrkFace       None
## 909          1983     Gable  CompShg     HdBoard     HdBoard       None
## 910          2005     Gable  CompShg     VinylSd     VinylSd       None
## 911          1960     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 912          1989     Gable  CompShg     HdBoard     Plywood       None
## 913          1950     Gable  CompShg     MetalSd     MetalSd       None
## 914          1950     Gable  CompShg     MetalSd     MetalSd       None
## 915          2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 916          1970     Gable  CompShg     CemntBd     CmentBd    BrkFace
## 917          1950     Gable  CompShg     AsbShng     AsbShng       None
## 918          1956     Gable  CompShg     VinylSd     VinylSd       None
## 919          1991     Gable  CompShg     HdBoard     HdBoard       None
## 920          2002       Hip  CompShg     MetalSd     MetalSd       None
## 921          1994     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 922          2003     Gable  CompShg     MetalSd     MetalSd       None
## 923          2006     Gable  CompShg     VinylSd     VinylSd       None
## 924          1994     Gable  CompShg     Plywood     Plywood       None
## 925          1980     Gable  CompShg     Plywood     Plywood    BrkFace
## 926          1977     Gable  CompShg     VinylSd     VinylSd       None
## 927          2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 928          1968     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 929          2001       Hip  CompShg     VinylSd     VinylSd       None
## 930          1997     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 931          2007     Gable  CompShg     VinylSd     VinylSd       None
## 932          1965     Gable  CompShg     VinylSd     VinylSd       None
## 933          2006       Hip  CompShg     VinylSd     ImStucc      Stone
## 934          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 935          2007      Flat  Tar&Grv     Wd Sdng     Wd Sdng       None
## 936          1953     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 937          2003     Gable  CompShg     VinylSd     VinylSd       <NA>
## 938          2005     Gable  CompShg     VinylSd     VinylSd       None
## 939          2006     Gable  CompShg     VinylSd     VinylSd       None
## 940          1950     Gable  CompShg     MetalSd     MetalSd       None
## 941          1976     Gable  CompShg     Plywood     Plywood       None
## 942          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 943          1977     Gable  CompShg     MetalSd     MetalSd       None
## 944          1967     Gable  CompShg     HdBoard     Plywood       None
## 945          1958     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 946          1996       Hip  CompShg     VinylSd     VinylSd       None
## 947          1959     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 948          2003       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 949          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 950          2006       Hip  CompShg     Plywood     Plywood       None
## 951          2002     Gable  CompShg     VinylSd     VinylSd       None
## 952          1965     Gable  CompShg     VinylSd     VinylSd       None
## 953          2003     Gable  CompShg     WdShing     HdBoard       None
## 954          1969     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 955          1975      Flat  Tar&Grv     WdShing     Plywood    BrkFace
## 956          1950     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 957          1980     Gable  CompShg     MetalSd     MetalSd       None
## 958          1962       Hip  CompShg     MetalSd     MetalSd       None
## 959          2003     Gable  CompShg     VinylSd     VinylSd       None
## 960          1999       Hip  CompShg     MetalSd     MetalSd       None
## 961          2008     Gable  CompShg     Wd Sdng     Plywood       None
## 962          1995     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 963          1976     Gable  CompShg     Plywood     Brk Cmn       None
## 964          2007     Gable  CompShg     VinylSd     VinylSd       None
## 965          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 966          2007     Gable  CompShg     VinylSd     VinylSd       None
## 967          1950     Gable  CompShg     MetalSd     MetalSd       None
## 968          1955       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 969          1950     Gable  CompShg     VinylSd     VinylSd       None
## 970          1958       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 971          1950     Gable  CompShg     AsbShng     AsbShng       None
## 972          2004     Gable  CompShg     VinylSd     Wd Shng      Stone
## 973          1979     Gable  CompShg     Plywood     Plywood       None
## 974          2008     Gable  CompShg     CemntBd     CmentBd       <NA>
## 975          1993     Gable  CompShg     HdBoard     HdBoard       None
## 976          2000     Gable  CompShg     MetalSd     MetalSd       None
## 977          1958     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 978          2007     Gable  CompShg     VinylSd     VinylSd       <NA>
## 979          1954     Gable  CompShg     MetalSd     MetalSd       None
## 980          1963     Gable  CompShg     VinylSd     VinylSd       None
## 981          2007     Gable  CompShg     CemntBd     CmentBd      Stone
## 982          1999       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 983          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 984          2002     Gable  CompShg     CemntBd     CmentBd       None
## 985          1977     Gable  CompShg     Plywood     Plywood       None
## 986          1950     Gable  CompShg     MetalSd     MetalSd       None
## 987          2003       Hip  CompShg     VinylSd     VinylSd       None
## 988          2010       Hip  CompShg     VinylSd     VinylSd      Stone
## 989          1976     Gable  CompShg     Plywood     Plywood    BrkFace
## 990          2006     Gable  CompShg     VinylSd     VinylSd       None
## 991          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 992          1986     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 993          1993       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 994          2006     Gable  CompShg     VinylSd     VinylSd       None
## 995          2007       Hip  CompShg     CemntBd     CmentBd      Stone
## 996          1950     Gable  CompShg     MetalSd     MetalSd       None
## 997          1961       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 998          1970       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 999          1950       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 1000         2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 1001         1952      Flat  Tar&Grv     BrkComm     Brk Cmn       None
## 1002         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1003         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1004         1976     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1005         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1006         1977     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1007         1970     Gable  CompShg     Plywood     Plywood       None
## 1008         1970     Gable  CompShg     CemntBd     CmentBd       None
## 1009         2005       Hip  CompShg     VinylSd     VinylSd      Stone
## 1010         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1011         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1012         1965       Hip  CompShg     AsphShn     AsphShn       None
## 1013         1996       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 1014         2006       Hip  CompShg     MetalSd      Stucco       None
## 1015         1950     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1016         2001     Gable  CompShg     VinylSd     VinylSd       None
## 1017         1996       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1018         1984     Gable  CompShg     HdBoard     HdBoard       None
## 1019         1992     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1020         2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1021         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1022         2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 1023         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1024         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1025         1976       Hip  WdShake       Stone     HdBoard       None
## 1026         1972     Gable  CompShg     VinylSd     VinylSd       None
## 1027         1960     Gable  CompShg     MetalSd     HdBoard    BrkFace
## 1028         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1029         1950     Gable  CompShg     WdShing     Wd Shng       None
## 1030         1972     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1031         1995     Gable  CompShg     VinylSd     VinylSd       None
## 1032         1970     Gable  CompShg     Wd Sdng     Plywood       None
## 1033         1993     Gable  CompShg     MetalSd     MetalSd       None
## 1034         2002     Gable  CompShg     VinylSd     VinylSd      Stone
## 1035         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1036         1957     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1037         2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 1038         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1039         2008     Gable  CompShg     CemntBd     CmentBd       None
## 1040         1970     Gable  CompShg     CemntBd     CmentBd       None
## 1041         2000     Gable  CompShg     Wd Sdng     Wd Sdng     BrkCmn
## 1042         2000       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1043         2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 1044         1990       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1045         1981       Hip  WdShngl     BrkFace     BrkFace       None
## 1046         1955       Hip  CompShg     BrkFace     Wd Sdng       None
## 1047         2006       Hip  CompShg     CemntBd     CmentBd      Stone
## 1048         1995     Gable  CompShg     VinylSd     VinylSd       None
## 1049         2006       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1050         2006     Gable  CompShg     MetalSd     MetalSd       None
## 1051         2007     Gable  CompShg     VinylSd     VinylSd       None
## 1052         2007     Gable  CompShg     VinylSd     VinylSd       None
## 1053         1978     Gable  CompShg     VinylSd     VinylSd     BrkCmn
## 1054         2002       Hip  CompShg     HdBoard     HdBoard      Stone
## 1055         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1056         1976     Gable  CompShg     Plywood     Plywood    BrkFace
## 1057         2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 1058         1994     Gable  CompShg     HdBoard     HdBoard       None
## 1059         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1060         1950     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1061         2001     Gable  CompShg     CemntBd     CmentBd       None
## 1062         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1063         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1064         1980     Gable  CompShg     MetalSd     MetalSd       None
## 1065         1966     Gable  CompShg     Plywood     Plywood    BrkFace
## 1066         1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1067         1994     Gable  CompShg     VinylSd     VinylSd       None
## 1068         1964     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1069         1973     Gable  CompShg     CemntBd     CmentBd       None
## 1070         2003     Gable  CompShg     MetalSd     MetalSd       None
## 1071         1956       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1072         1968     Gable  CompShg     MetalSd     MetalSd       None
## 1073         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1074         1977       Hip  CompShg     HdBoard     Plywood    BrkFace
## 1075         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1076         1984     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1077         1989     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1078         1969     Gable  CompShg     VinylSd     Plywood       None
## 1079         2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1080         1994     Gable  CompShg     VinylSd     VinylSd       None
## 1081         2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1082         1963     Gable  CompShg     HdBoard     HdBoard       None
## 1083         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1084         1964       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1085         1996     Gable  CompShg     HdBoard     HdBoard       None
## 1086         1992     Gable  CompShg     HdBoard     HdBoard       None
## 1087         1973     Gable  CompShg     CemntBd     CmentBd       None
## 1088         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1089         2004     Gable  CompShg     VinylSd     VinylSd      Stone
## 1090         2005     Gable  CompShg     MetalSd     MetalSd       None
## 1091         1950     Gable  CompShg     BrkFace     BrkFace       None
## 1092         2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1093         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1094         1998       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1095         2000     Gable  CompShg     MetalSd     MetalSd       None
## 1096         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1097         2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1098         1986     Gable  CompShg     HdBoard     HdBoard       None
## 1099         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1100         1978     Gable  CompShg     Plywood     Plywood    BrkFace
## 1101         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1102         1971     Gable  CompShg     HdBoard     MetalSd       None
## 1103         2002     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 1104         1959       Hip  CompShg     BrkFace     BrkFace       None
## 1105         1970     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1106         1995     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1107         1991       Hip  CompShg     HdBoard     HdBoard       None
## 1108         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1109         2000     Gable  CompShg     VinylSd     VinylSd       None
## 1110         2005     Gable  CompShg     MetalSd     MetalSd      Stone
## 1111         1996     Gable  CompShg     HdBoard     HdBoard       None
## 1112         1976       Hip  CompShg     Plywood     Plywood    BrkFace
## 1113         1957     Gable  CompShg     WdShing     Wd Shng       None
## 1114         2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1115         2000     Gable  CompShg     MetalSd     MetalSd       None
## 1116         2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 1117         2002       Hip  CompShg     VinylSd     VinylSd       None
## 1118         2003     Gable  CompShg     VinylSd     VinylSd       None
## 1119         1987     Gable  CompShg     MetalSd     MetalSd       None
## 1120         1959     Gable  CompShg     BrkFace     Wd Sdng       None
## 1121         1950     Gable  CompShg     BrkFace     BrkFace       None
## 1122         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1123         1956     Gable  CompShg     AsbShng     AsbShng       None
## 1124         2008       Hip  CompShg     VinylSd     VinylSd       None
## 1125         1992     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1126         1955     Gable  CompShg     Plywood     Plywood       None
## 1127         2007       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1128         2004       Hip  CompShg     VinylSd     VinylSd       None
## 1129         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1130         1980     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1131         1950     Gable  CompShg     WdShing     Plywood       None
## 1132         1992     Gable  CompShg     HdBoard     HdBoard       None
## 1133         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1134         1995     Gable  CompShg     VinylSd     VinylSd       None
## 1135         1997     Gable  CompShg     VinylSd     VinylSd       None
## 1136         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1137         1950     Gable  CompShg     VinylSd     VinylSd       None
## 1138         1996     Gable  CompShg     VinylSd     VinylSd       None
## 1139         1977     Gable  CompShg     Plywood     ImStucc       None
## 1140         1950     Gable  CompShg      Stucco      Stucco       None
## 1141         1951     Gable  CompShg     HdBoard     HdBoard       None
## 1142         1976     Gable  CompShg     Plywood     Plywood    BrkFace
## 1143         2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 1144         1959     Gable  CompShg     Wd Sdng     Plywood       None
## 1145         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1146         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1147         1985     Gable  CompShg     Wd Sdng     Wd Shng    BrkFace
## 1148         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1149         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1150         1988       Hip  CompShg     VinylSd     VinylSd       None
## 1151         1950     Gable  CompShg     BrkFace     BrkFace       None
## 1152         1959     Gable  CompShg     HdBoard     Plywood    BrkFace
## 1153         2004     Gable  CompShg       Stone       Stone       None
## 1154         2007     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1155         1988     Gable  CompShg     VinylSd     VinylSd      Stone
## 1156         2004     Gable  CompShg     Plywood     Plywood       None
## 1157         1999     Gable  CompShg     BrkFace     BrkFace       None
## 1158         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1159         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1160         1974       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1161         1978     Gable  CompShg     Plywood     Brk Cmn       None
## 1162         2006       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1163         1968     Gable  CompShg     VinylSd     VinylSd       None
## 1164         1969     Gable  CompShg     Plywood     Plywood       None
## 1165         1978     Gable  CompShg     Plywood     Plywood       None
## 1166         2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 1167         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1168         2000     Gable  CompShg     VinylSd     VinylSd       None
## 1169         1986       Hip  CompShg      Stucco      Stucco       None
## 1170         1996       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1171         1977     Gable  CompShg     Plywood     Plywood       None
## 1172         1958       Hip  CompShg     MetalSd     MetalSd       None
## 1173         2007     Gable  CompShg     MetalSd     MetalSd       None
## 1174         1994     Gable  CompShg     MetalSd     MetalSd       None
## 1175         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1176         2000       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1177         1985     Gable  CompShg     HdBoard     Plywood       None
## 1178         2004     Gable  CompShg     MetalSd     MetalSd       None
## 1179         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1180         1954     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1181         1991     Gable  CompShg     MetalSd     MetalSd       None
## 1182         2008       Hip  CompShg     CemntBd     CmentBd      Stone
## 1183         1996       Hip  CompShg     Wd Sdng     ImStucc       None
## 1184         1950       Hip  CompShg      Stucco      Stucco       None
## 1185         1963       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1186         1950     Gable  CompShg     AsbShng     AsbShng       None
## 1187         1970     Gable  CompShg     HdBoard     HdBoard       None
## 1188         1995     Gable  CompShg     ImStucc     ImStucc       None
## 1189         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1190         1999     Gable  CompShg     VinylSd     VinylSd       None
## 1191         1975     Gable  CompShg     MetalSd     MetalSd      Stone
## 1192         2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1193         1994   Gambrel  CompShg     VinylSd     VinylSd       None
## 1194         1999       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1195         1969     Gable  CompShg     HdBoard     HdBoard      Stone
## 1196         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1197         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1198         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1199         2001     Gable  CompShg     VinylSd     VinylSd       None
## 1200         1979     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1201         1970     Gable  CompShg     MetalSd     MetalSd       None
## 1202         1998     Gable  CompShg     VinylSd     VinylSd       None
## 1203         1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1204         2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1205         1975     Gable  CompShg     HdBoard     HdBoard       None
## 1206         1991       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1207         1966     Gable  CompShg     HdBoard     HdBoard       None
## 1208         2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1209         1980     Gable  CompShg     MetalSd     MetalSd       None
## 1210         2006       Hip  CompShg     VinylSd     VinylSd      Stone
## 1211         1992     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1212         2005     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1213         1950       Hip  CompShg     MetalSd     MetalSd       None
## 1214         2001     Gable  CompShg     VinylSd     VinylSd       None
## 1215         1962     Gable  CompShg     MetalSd     MetalSd       None
## 1216         1966     Gable  CompShg     VinylSd     VinylSd       None
## 1217         1978     Gable  CompShg     VinylSd     VinylSd       None
## 1218         2009     Gable  CompShg     CemntBd     CmentBd      Stone
## 1219         1950     Gable  CompShg     AsbShng     AsbShng       None
## 1220         1971     Gable  CompShg     CemntBd     CmentBd    BrkFace
## 1221         1964     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1222         1968       Hip  CompShg     HdBoard     HdBoard       None
## 1223         1950     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 1224         1951       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 1225         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1226         1958       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1227         2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 1228         2008     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1229         2008       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1230         1960       Hip  CompShg     BrkFace     HdBoard       None
## 1231         1977      Shed  CompShg     Plywood     Plywood       None
## 1232         1962       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 1233         1962     Gable  CompShg     HdBoard     HdBoard       None
## 1234         1959       Hip  CompShg     Plywood     Plywood    BrkFace
##      MasVnrArea ExterQual ExterCond Foundation BsmtQual BsmtCond BsmtExposure
## 1           196        Gd        TA      PConc       Gd       TA           No
## 2             0        TA        TA     CBlock       Gd       TA           Gd
## 3           162        Gd        TA      PConc       Gd       TA           Mn
## 4             0        TA        TA     BrkTil       TA       Gd           No
## 5           350        Gd        TA      PConc       Gd       TA           Av
## 6             0        TA        TA       Wood       Gd       TA           No
## 7           186        Gd        TA      PConc       Ex       TA           Av
## 8           240        TA        TA     CBlock       Gd       TA           Mn
## 9             0        TA        TA     BrkTil       TA       TA           No
## 10            0        TA        TA     BrkTil       TA       TA           No
## 11            0        TA        TA     CBlock       TA       TA           No
## 12          286        Ex        TA      PConc       Ex       TA           No
## 13            0        TA        TA     CBlock       TA       TA           No
## 14          306        Gd        TA      PConc       Gd       TA           Av
## 15          212        TA        TA     CBlock       TA       TA           No
## 16            0        TA        TA     BrkTil       TA       TA           No
## 17          180        TA        TA     CBlock       TA       TA           No
## 18            0        TA        TA       Slab     <NA>     <NA>         <NA>
## 19            0        TA        TA      PConc       TA       TA           No
## 20            0        TA        TA     CBlock       TA       TA           No
## 21          380        Gd        TA      PConc       Ex       TA           Av
## 22            0        TA        TA      PConc       TA       TA           No
## 23          281        Gd        TA      PConc       Gd       TA           No
## 24            0        TA        TA      PConc       Gd       TA           No
## 25            0        TA        Gd     CBlock       TA       TA           Mn
## 26          640        Gd        TA      PConc       Gd       TA           No
## 27            0        TA        TA     CBlock       TA       TA           Mn
## 28          200        Gd        TA      PConc       Ex       TA           No
## 29            0        TA        TA     CBlock       TA       TA           Gd
## 30            0        TA        TA     BrkTil       TA       TA           No
## 31            0        TA        Fa     BrkTil       TA       TA           No
## 32            0        TA        TA     CBlock       TA       TA           No
## 33            0        Gd        TA      PConc       Ex       TA           Av
## 34            0        TA        TA     CBlock       TA       TA           No
## 35          246        Ex        TA      PConc       Ex       TA           No
## 36          132        Gd        TA      PConc       Ex       TA           Av
## 37            0        TA        TA      PConc       Gd       TA           No
## 38          650        TA        TA     CBlock       TA       TA           No
## 39            0        TA        Gd     CBlock       TA       TA           No
## 40            0        TA        TA      PConc     <NA>     <NA>         <NA>
## 41          101        TA        TA     CBlock       TA       TA           No
## 42            0        TA        Gd     CBlock       TA       TA           Gd
## 43            0        TA        TA     CBlock       Gd       TA           Av
## 44            0        TA        TA     CBlock       Gd       TA           Av
## 45            0        TA        TA     CBlock       TA       TA           No
## 46          412        Ex        TA      PConc       Ex       TA           No
## 47            0        Gd        TA      PConc       Ex       TA           No
## 48            0        Gd        TA      PConc       Gd       TA           Av
## 49            0        TA        TA     BrkTil       TA       TA           No
## 50            0        TA        TA     CBlock       TA       TA           No
## 51            0        TA        TA      PConc       Gd       TA           Av
## 52            0        TA        TA      PConc       TA       TA           No
## 53            0        Fa        TA     CBlock       Gd       TA           Gd
## 54            0        Gd        TA     CBlock       Ex       TA           Gd
## 55            0        TA        TA     CBlock       TA       TA           No
## 56          272        TA        TA     CBlock       TA       TA           No
## 57          456        Gd        TA      PConc       Gd       TA           No
## 58            0        Gd        TA      PConc       Gd       TA           No
## 59         1031        Ex        TA      PConc       Ex       TA           Gd
## 60            0        TA        TA     CBlock       TA       TA           Av
## 61            0        TA        TA      PConc       Gd       TA           No
## 62            0        TA        TA     BrkTil       TA       Fa           No
## 63          178        Gd        TA      PConc       Gd       Gd           Mn
## 64            0        TA        TA     BrkTil       TA       TA           No
## 65          573        TA        TA      PConc       Gd       TA           No
## 66          344        Gd        TA      PConc       Ex       TA           Av
## 67          287        TA        TA     CBlock       Gd       TA           Gd
## 68          167        Gd        TA      PConc       Gd       TA           Av
## 69            0        TA        Gd     CBlock       TA       TA           No
## 70            0        Gd        TA     CBlock       TA       TA           No
## 71         1115        TA        Gd     CBlock       Gd       TA           Gd
## 72            0        TA        TA     CBlock       TA       TA           No
## 73           40        TA        TA      PConc       Gd       TA           No
## 74          104        TA        TA     CBlock       TA       TA           No
## 75            0        Gd        Gd     CBlock       Fa       TA           No
## 76            0        TA        TA     CBlock       Gd       TA           Gd
## 77            0        TA        TA     CBlock       TA       TA           No
## 78            0        TA        TA     CBlock       TA       TA           No
## 79            0        TA        TA     CBlock       TA       TA           No
## 80            0        TA        TA      PConc       TA       TA           No
## 81          576        TA        Gd     CBlock       Gd       TA           No
## 82          443        TA        Gd      PConc       Ex       Gd           No
## 83          468        TA        TA      PConc       Gd       TA           No
## 84           66        TA        TA     CBlock       TA       TA           No
## 85           22        TA        TA      PConc       Gd       TA           No
## 86          284        Gd        TA     CBlock       Gd       TA           No
## 87            0        Gd        TA      PConc       Gd       TA           Av
## 88           76        Gd        TA      PConc       Gd       TA           Av
## 89            0        Fa        Fa     CBlock       TA       Fa           No
## 90            0        TA        TA      PConc       Gd       TA           No
## 91            0        TA        TA       Slab     <NA>     <NA>         <NA>
## 92          203        TA        TA     CBlock       TA       TA           No
## 93            0        TA        Gd     BrkTil       Gd       TA           No
## 94            0        TA        TA     BrkTil       TA       Fa           Mn
## 95            0        TA        Gd      PConc       Gd       TA           No
## 96           68        Ex        Gd      PConc       Gd       Gd           No
## 97          183        Gd        TA      PConc       Gd       TA           Av
## 98           48        TA        TA     CBlock       TA       TA           No
## 99            0        TA        TA     BrkTil       TA       TA           No
## 100           0        TA        TA     CBlock       TA       TA           No
## 101          28        TA        TA      PConc       TA       TA           Mn
## 102         336        Gd        TA     CBlock       Gd       TA           No
## 103           0        TA        Fa       Slab     <NA>     <NA>         <NA>
## 104           0        TA        TA      PConc       Gd       TA           No
## 105         600        TA        Fa      PConc       TA       TA           No
## 106         768        Gd        TA      PConc       Ex       TA           No
## 107           0        TA        TA     BrkTil       Fa       TA           No
## 108           0        TA        TA     CBlock       TA       TA           No
## 109           0        TA        TA     CBlock       TA       TA           No
## 110         480        TA        TA     CBlock       Gd       TA           No
## 111           0        TA        TA     CBlock       TA       Fa           No
## 112           0        TA        TA      PConc       Gd       TA           No
## 113         220        Gd        TA      PConc       Ex       TA           Av
## 114         184        TA        Gd     CBlock       Gd       TA           Mn
## 115           0        TA        TA     CBlock       TA       TA           No
## 116        1129        TA        TA      PConc       Gd       TA           No
## 117         116        TA        TA     CBlock       TA       TA           No
## 118           0        TA        TA      PConc       Gd       TA           No
## 119           0        TA        TA      PConc       Gd       TA           Mn
## 120           0        Gd        TA      PConc       Gd       TA           No
## 121           0        TA        TA     CBlock       TA       TA           Gd
## 122           0        TA        TA      PConc       TA       TA           No
## 123         135        TA        Gd     CBlock       TA       TA           No
## 124           0        Gd        TA      PConc       Gd       TA           No
## 125           0        TA        Gd     CBlock       Gd       Fa           No
## 126           0        TA        Fa     CBlock       TA       TA           Av
## 127           0        TA        TA     CBlock       Gd       TA           No
## 128           0        TA        Gd     BrkTil       TA       TA           No
## 129         266        TA        TA     CBlock       TA       TA           No
## 130          85        TA        TA     CBlock       TA       TA           No
## 131         309        TA        TA     CBlock       TA       TA           No
## 132          40        Gd        TA      PConc       Gd       TA           No
## 133           0        TA        TA     CBlock       TA       TA           No
## 134         136        Gd        TA      PConc       Ex       TA           No
## 135           0        TA        TA     CBlock       TA       TA           No
## 136         288        TA        TA      PConc       TA       TA           No
## 137         196        TA        TA     CBlock       TA       TA           No
## 138          70        TA        TA     CBlock       TA       TA           No
## 139         320        Gd        TA      PConc       Gd       TA           Mn
## 140           0        TA        TA      PConc       Gd       TA           No
## 141           0        TA        TA     CBlock       TA       TA           No
## 142           0        Gd        TA      PConc       Gd       TA           Av
## 143           0        TA        Fa     CBlock       TA       TA           No
## 144         183        Gd        TA      PConc       Gd       TA           Gd
## 145         336        TA        TA     CBlock       TA       TA           No
## 146          50        Gd        TA      PConc       Gd       TA           No
## 147           0        TA        TA     BrkTil       TA       TA           No
## 148         180        Gd        TA      PConc       Gd       TA           No
## 149         120        TA        TA      PConc       Gd       TA           No
## 150           0        TA        TA     BrkTil       Gd       TA           No
## 151           0        TA        TA     CBlock       TA       TA           Av
## 152         436        Gd        TA      PConc       Ex       TA           Gd
## 153         252        TA        TA     CBlock       TA       TA           No
## 154           0        TA        TA     CBlock       Gd       TA           Gd
## 155           0        TA        TA     BrkTil       TA       TA           No
## 156           0        TA        TA     BrkTil       TA       TA           No
## 157           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 158          84        Gd        TA      PConc       Ex       TA           No
## 159           0        Gd        TA      PConc       Gd       TA           No
## 160         456        Gd        TA      PConc       Gd       TA           Mn
## 161           0        TA        TA      PConc       Gd       TA           No
## 162         664        Gd        TA      PConc       Ex       TA           Av
## 163         226        Gd        TA      PConc       Gd       TA           Mn
## 164           0        TA        TA     CBlock       TA       TA           No
## 165           0        TA        Gd     BrkTil       TA       TA           Mn
## 166           0        TA        Gd     BrkTil       TA       TA           No
## 167           0        Gd        TA     CBlock       TA       TA           No
## 168         300        Gd        TA      PConc       Ex       TA           No
## 169           0        Gd        TA      PConc       Gd       TA           No
## 170         653        Gd        TA     CBlock       Gd       TA           No
## 171           0        TA        TA     CBlock       TA       TA           No
## 172         112        TA        TA     CBlock       TA       Gd           Gd
## 173           0        Gd        Gd      PConc       Gd       Gd           No
## 174         491        TA        TA     CBlock       TA       TA           No
## 175         132        TA        TA     CBlock       Gd       Fa           No
## 176           0        TA        TA     CBlock       TA       Gd           Av
## 177         268        Gd        TA      PConc       Gd       TA           No
## 178           0        Gd        Gd     CBlock       TA       TA           No
## 179         748        Ex        TA      PConc       Ex       TA           No
## 180           0        Gd        TA     CBlock       TA       TA           No
## 181         456        Gd        TA      PConc       Gd       TA           No
## 182           0        TA        TA     BrkTil       Fa       TA           No
## 183          98        TA        TA      PConc     <NA>     <NA>         <NA>
## 184           0        TA        TA      PConc       Gd       TA           No
## 185           0        TA        TA      PConc       Fa       TA           No
## 186           0        Gd        Gd     BrkTil       TA       TA           Mn
## 187           0        TA        TA      PConc       Gd       TA           Av
## 188           0        TA        TA     CBlock       Fa       TA           No
## 189         275        TA        TA     CBlock       Gd       TA           Av
## 190           0        Gd        TA      PConc       Ex       TA           Av
## 191           0        Gd        TA     CBlock       Gd       Gd           No
## 192         138        TA        TA     CBlock       TA       TA           No
## 193           0        Gd        TA      PConc       Gd       TA           Av
## 194          50        Gd        TA      PConc       Gd       TA           No
## 195           0        TA        TA     CBlock       TA       TA           Av
## 196           0        TA        TA     CBlock       Gd       TA           No
## 197         205        Ex        TA      PConc       Ex       TA           No
## 198           0        Gd        Gd      PConc       TA       TA           No
## 199           0        TA        TA     CBlock       TA       TA           No
## 200         262        Gd        TA      PConc       Ex       TA           Av
## 201           0        TA        TA      PConc       Gd       TA           No
## 202           0        TA        TA     CBlock       TA       TA           No
## 203           0        TA        Gd     BrkTil       Fa       TA           No
## 204         205        Gd        TA      PConc       Gd       TA           Av
## 205           0        TA        TA     CBlock       TA       TA           No
## 206           0        TA        TA      PConc       Gd       TA           No
## 207           0        TA        Gd     CBlock       TA       TA           No
## 208           0        TA        TA      PConc       TA       TA           No
## 209         128        Gd        TA     CBlock       Gd       TA           Gd
## 210         260        TA        TA     CBlock       Gd       TA           No
## 211           0        TA        TA     CBlock       TA       TA           No
## 212           0        TA        TA      PConc       Gd       TA           Mn
## 213           0        TA        TA      PConc       Gd       TA           No
## 214           0        TA        TA      PConc       Gd       TA           No
## 215         153        TA        TA     CBlock       Gd       TA           No
## 216          64        TA        TA     CBlock       TA       TA           No
## 217         266        Gd        TA      PConc       Gd       TA           Mn
## 218           0        TA        TA     CBlock       TA       TA           No
## 219         312        Gd        Gd     CBlock       TA       TA           No
## 220          16        Gd        TA      PConc       Gd       TA           Av
## 221           0        Gd        TA      PConc       Gd       TA           Mn
## 222           0        Gd        TA      PConc       Gd       TA           No
## 223           0        TA        TA     CBlock       Gd       TA           No
## 224           0        TA        TA     CBlock       TA       TA           No
## 225         922        Ex        TA      PConc       Ex       TA           Gd
## 226         142        TA        TA     CBlock       TA       TA           No
## 227         290        Gd        TA      PConc       Gd       TA           No
## 228         127        TA        TA     CBlock       TA       TA           No
## 229           0        TA        TA     CBlock       TA       TA           No
## 230          16        Gd        TA      PConc       Gd       TA           Av
## 231         220        TA        TA     CBlock       TA       TA           No
## 232         506        Gd        TA      PConc       Gd       TA           No
## 233         297        TA        TA     CBlock       TA       TA           No
## 234           0        TA        TA     CBlock       TA       Gd           Av
## 235          NA        Gd        TA      PConc       Gd       TA           No
## 236         604        TA        TA     CBlock       TA       TA           No
## 237          98        Gd        TA      PConc       Gd       TA           Av
## 238           0        Gd        TA      PConc       Gd       TA           No
## 239         254        Ex        TA      PConc       Ex       TA           No
## 240           0        TA        TA     CBlock       TA       Fa           No
## 241          36        Gd        TA      PConc       Gd       TA           Av
## 242           0        TA        Gd     CBlock       TA       TA           No
## 243           0        TA        TA     BrkTil       TA       TA           No
## 244           0        TA        TA     CBlock       Gd       TA           No
## 245           0        Gd        TA      PConc       Gd       TA           No
## 246         102        TA        TA     CBlock       Gd       TA           Av
## 247           0        TA        Fa      Stone       Fa       TA           No
## 248           0        TA        TA     CBlock       TA       TA           No
## 249         101        Gd        TA      PConc       Gd       TA           No
## 250         472        Gd        TA     CBlock       Gd       TA           Gd
## 251           0        TA        Po     CBlock       TA       TA           No
## 252         481        Gd        TA      PConc       Gd       TA           Gd
## 253           0        Gd        TA      PConc       Gd       TA           No
## 254         108        TA        TA     CBlock       Gd       TA           Gd
## 255           0        TA        Gd     CBlock       TA       TA           No
## 256         302        Gd        TA      PConc       Gd       TA           No
## 257           0        Gd        TA      PConc       Gd       TA           No
## 258         180        Gd        TA      PConc       Gd       TA           No
## 259         172        Gd        TA      PConc       Gd       TA           No
## 260           0        TA        TA      PConc     <NA>     <NA>         <NA>
## 261         399        TA        TA     CBlock       TA       TA           Gd
## 262         270        Gd        TA      PConc       Ex       TA           No
## 263          46        TA        TA     CBlock       Gd       Gd           Av
## 264           0        TA        TA     BrkTil       TA       TA           No
## 265           0        TA        TA     BrkTil       Fa       TA           No
## 266         210        TA        Gd     CBlock       Gd       TA           No
## 267           0        TA        TA      PConc       Gd       TA           Av
## 268           0        TA        TA      PConc       TA       TA           No
## 269           0        TA        TA     CBlock       TA       TA           No
## 270         174        TA        Gd     CBlock       TA       Gd           No
## 271           0        Gd        TA      PConc       Gd       TA           Mn
## 272           0        TA        TA     CBlock       Gd       TA           Gd
## 273         348        Gd        TA      PConc       Gd       TA           No
## 274         183        TA        TA     CBlock       TA       TA           No
## 275           0        TA        TA     CBlock       TA       TA           Gd
## 276           0        Gd        Gd     BrkTil       TA       TA           No
## 277           0        Gd        TA      PConc       Ex       TA           No
## 278           0        TA        TA     CBlock       TA       TA           No
## 279         315        Ex        TA      PConc       Ex       TA           Gd
## 280         299        TA        TA     CBlock       Gd       TA           No
## 281         340        Gd        TA     CBlock       Gd       TA           Av
## 282          68        Gd        TA      PConc       Gd       TA           No
## 283         166        Gd        TA      PConc       Gd       TA           No
## 284          72        Gd        TA      PConc       Gd       TA           No
## 285           0        Gd        TA      PConc       Gd       TA           No
## 286           0        Gd        TA      PConc       Gd       TA           No
## 287           0        TA        TA     CBlock       TA       TA           No
## 288           0        TA        TA     CBlock       TA       TA           No
## 289          31        TA        Gd     CBlock       TA       TA           No
## 290           0        TA        TA     BrkTil       TA       TA           No
## 291           0        Gd        TA      PConc       Gd       TA           Av
## 292           0        TA        Fa      PConc       TA       Fa           No
## 293           0        TA        TA     CBlock       TA       TA           No
## 294          34        TA        TA     CBlock       TA       TA           No
## 295         238        TA        TA     CBlock       TA       TA           No
## 296           0        TA        TA     CBlock       TA       TA           Av
## 297           0        TA        TA     CBlock       TA       TA           No
## 298        1600        Gd        TA      PConc       Gd       TA           No
## 299         365        Gd        TA     CBlock       TA       TA           No
## 300           0        TA        Gd     CBlock       TA       TA           No
## 301          56        TA        TA     CBlock       TA       TA           Mn
## 302           0        Gd        TA      PConc       Gd       TA           No
## 303         150        Gd        TA      PConc       Gd       TA           No
## 304           0        TA        TA      PConc       TA       TA           No
## 305           0        TA        TA     BrkTil       TA       TA           No
## 306         246        Gd        TA      PConc       Gd       TA           No
## 307         246        Gd        TA     CBlock       Gd       TA           No
## 308           0        TA        Fa     CBlock       TA       TA           No
## 309           0        TA        TA     CBlock       TA       TA           No
## 310           0        Gd        TA      PConc       Ex       TA           Gd
## 311         112        TA        TA      PConc       Gd       TA           No
## 312           0        TA        Gd     CBlock       TA       TA           No
## 313           0        TA        TA     CBlock       Gd       TA           Mn
## 314           0        TA        TA     CBlock       Gd       TA           Gd
## 315           0        TA        TA     BrkTil       TA       Gd           No
## 316           0        Gd        TA      PConc       Gd       TA           No
## 317         278        Gd        TA     CBlock       Gd       TA           No
## 318           0        Gd        TA      PConc       Gd       TA           Av
## 319         256        Gd        TA      PConc       Gd       TA           Gd
## 320         225        TA        TA     CBlock       Gd       TA           Av
## 321         370        TA        TA      PConc       Ex       Gd           Av
## 322         388        Gd        TA      PConc       Ex       TA           Av
## 323         172        Gd        TA     CBlock       TA       TA           Gd
## 324           0        TA        Gd     CBlock       TA       TA           No
## 325         300        Gd        Gd     CBlock       Gd       TA           No
## 326           0        TA        TA     CBlock       TA       TA           Av
## 327           0        Gd        TA      PConc       Gd       TA           Gd
## 328         175        TA        TA     CBlock       TA       TA           No
## 329           0        TA        TA     BrkTil       TA       TA           No
## 330           0        TA        TA      PConc       TA       TA           Mn
## 331          84        TA        TA     CBlock       TA       TA           No
## 332           0        TA        TA     CBlock       TA       TA           No
## 333         296        Gd        TA      PConc       Gd       TA           No
## 334         146        Gd        TA      PConc       Gd       TA           Av
## 335           0        TA        TA      PConc       Gd       TA           Gd
## 336           0        TA        TA     CBlock       TA       TA           Gd
## 337         200        Gd        TA      PConc       Ex       TA           Gd
## 338         113        Gd        TA      PConc       Gd       TA           Av
## 339           0        Gd        TA     CBlock       Gd       TA           Mn
## 340         176        TA        TA     CBlock       TA       Fa           No
## 341           0        Gd        TA      PConc       Gd       TA           No
## 342           0        Fa        Fa     CBlock       TA       Fa           No
## 343         340        TA        TA       Slab     <NA>     <NA>         <NA>
## 344         616        Ex        TA      PConc       Ex       TA           No
## 345           0        TA        TA     CBlock       Gd       TA           No
## 346           0        TA        TA     BrkTil       TA       TA           No
## 347           0        TA        Gd     CBlock       TA       TA           Mn
## 348          30        TA        TA     CBlock       TA       TA           No
## 349         106        Gd        TA      PConc       Gd       TA           No
## 350         870        Ex        TA      PConc       Ex       TA           No
## 351         362        Ex        TA      PConc       Ex       TA           No
## 352           0        TA        TA      PConc       Gd       TA           Gd
## 353           0        TA        TA     CBlock       TA       Fa           Mn
## 354           0        TA        Gd     BrkTil       TA       TA           No
## 355           0        TA        TA     CBlock       TA       TA           No
## 356           0        Gd        Gd      PConc       Gd       Gd           No
## 357         106        TA        TA      PConc       Gd       TA           No
## 358           0        TA        TA      PConc       Gd       TA           No
## 359         120        TA        TA     CBlock       TA       TA           Av
## 360         530        Gd        TA      PConc       Gd       TA           Av
## 361           0        TA        TA     CBlock       Gd       TA           Av
## 362           0        TA        TA     CBlock       TA       TA           No
## 363         500        Gd        TA       Slab     <NA>     <NA>         <NA>
## 364         510        TA        TA     CBlock       TA       TA           No
## 365         120        TA        TA      PConc       Gd       TA           Mn
## 366           0        TA        Gd     CBlock       TA       Fa           No
## 367         247        TA        TA     CBlock       Gd       TA           No
## 368         305        TA        TA     CBlock       Gd       TA           Gd
## 369         200        TA        TA      PConc       TA       TA           No
## 370           0        TA        Gd     CBlock       TA       TA           No
## 371           0        TA        TA      PConc       Gd       TA           No
## 372           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 373           0        TA        TA     CBlock       Gd       TA           No
## 374           0        TA        TA      PConc       TA       TA           No
## 375           0        Gd        TA      PConc       Gd       TA           No
## 376           0        Fa        Fa     BrkTil       Fa       Po           Gd
## 377           0        Gd        TA      PConc       Gd       TA           Av
## 378           0        Gd        TA      PConc       Gd       TA           No
## 379         350        Gd        TA      PConc       Ex       TA           Av
## 380          16        TA        TA      PConc       Gd       TA           No
## 381           0        TA        TA     BrkTil       TA       TA           No
## 382           0        Gd        TA      PConc       Gd       Gd           No
## 383           0        Gd        TA      PConc       Gd       TA           Av
## 384           0        TA        TA     BrkTil       Fa       Fa           No
## 385           0        Gd        TA      PConc       Gd       TA           Av
## 386          16        Gd        TA      PConc       Gd       TA           No
## 387           0        TA        Fa      PConc       TA       TA           No
## 388         255        TA        TA     CBlock       TA       TA           Av
## 389         125        Gd        TA      PConc       Gd       TA           No
## 390         272        Ex        TA      PConc       Ex       TA           Av
## 391           0        TA        TA     BrkTil       TA       Gd           No
## 392           0        TA        TA      PConc       Ex       TA           No
## 393           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 394           0        TA        TA     CBlock       TA       TA           No
## 395           0        TA        TA     CBlock       TA       TA           No
## 396           0        TA        TA     CBlock       TA       TA           Av
## 397           0        TA        TA     CBlock       TA       TA           Av
## 398         288        TA        TA     CBlock       TA       TA           No
## 399           0        TA        Fa     BrkTil       Fa       Po           No
## 400         100        Gd        TA      PConc       Gd       TA           No
## 401           0        Gd        TA      PConc       Gd       TA           No
## 402           0        Gd        TA      PConc       Gd       TA           Av
## 403           0        TA        TA      PConc       TA       TA           No
## 404         650        Gd        TA      PConc       Gd       TA           No
## 405           0        TA        TA      PConc       Gd       TA           No
## 406           0        TA        TA     CBlock       TA       TA           No
## 407           0        TA        TA     BrkTil       TA       TA           No
## 408           0        TA        TA     BrkTil       Gd       TA           No
## 409         350        Gd        TA      PConc       Ex       Gd           No
## 410         100        Gd        TA      PConc       Ex       TA           No
## 411           0        TA        Fa     CBlock       TA       Fa           No
## 412           0        TA        TA     CBlock       TA       TA           Mn
## 413         432        Ex        TA      PConc       Ex       TA           Av
## 414           0        TA        TA     CBlock       TA       TA           No
## 415           0        Gd        TA      PConc       Gd       TA           No
## 416           0        Gd        TA      PConc       Gd       TA           Av
## 417         203        TA        TA     CBlock       TA       TA           No
## 418           0        TA        TA     BrkTil       Gd       TA           No
## 419           0        TA        TA     BrkTil       TA       TA           No
## 420           0        TA        TA     CBlock       TA       TA           No
## 421         200        TA        Gd      PConc       Gd       Gd           Gd
## 422         126        Gd        TA     CBlock       Gd       TA           No
## 423           0        TA        TA     CBlock       TA       TA           No
## 424         473        Gd        TA      PConc       Gd       TA           No
## 425          74        TA        TA     CBlock       Gd       TA           No
## 426           0        TA        Gd     CBlock       TA       TA           No
## 427         145        Gd        TA      PConc       Gd       TA           Gd
## 428           0        TA        TA     CBlock       TA       TA           No
## 429         108        Gd        TA      PConc       Gd       TA           No
## 430           0        TA        TA     CBlock       Gd       TA           Mn
## 431         232        TA        TA     CBlock       TA       TA           No
## 432           0        TA        TA     BrkTil       TA       TA           No
## 433         376        TA        TA     CBlock       TA       TA           No
## 434           0        TA        TA      PConc       Gd       TA           No
## 435           0        TA        Gd     CBlock       Gd       TA           Av
## 436           0        Gd        TA      PConc       Gd       TA           Av
## 437           0        TA        TA     BrkTil       Fa       TA           No
## 438           0        Gd        TA      PConc       TA       TA           No
## 439           0        TA        TA      PConc       TA       TA           No
## 440           0        TA        TA     BrkTil       TA       Fa           Mn
## 441         200        Ex        TA      PConc       Ex       TA           Gd
## 442         270        TA        TA     CBlock       TA       TA           No
## 443           0        TA        TA      PConc       TA       TA           No
## 444          72        Gd        TA      PConc       Ex       TA           Av
## 445           0        Gd        Gd      PConc       Gd       TA           No
## 446           0        TA        TA     CBlock       TA       TA           No
## 447           0        Gd        TA     CBlock       TA       TA           No
## 448           0        Gd        TA      PConc       Gd       TA           No
## 449           0        TA        TA     BrkTil       TA       TA           No
## 450           0        TA        Gd     CBlock       TA       TA           No
## 451           0        TA        TA     BrkTil       TA       TA           No
## 452           0        TA        TA     CBlock       Gd       TA           Gd
## 453          42        Gd        TA      PConc       Ex       TA           No
## 454           0        Gd        TA      PConc       Gd       TA           No
## 455           0        TA        TA     CBlock       TA       TA           No
## 456         320        TA        TA     CBlock       TA       TA           No
## 457           0        TA        TA     BrkTil       TA       TA           No
## 458           0        TA        TA     CBlock       Gd       TA           Gd
## 459           0        TA        Gd      PConc       TA       TA           No
## 460         161        TA        TA     CBlock       TA       TA           No
## 461         110        Gd        TA      PConc       Gd       TA           No
## 462           0        Gd        Gd      PConc       Gd       Gd           No
## 463           0        TA        TA     CBlock       TA       TA           No
## 464           0        TA        TA     CBlock       TA       TA           No
## 465         136        TA        TA     CBlock       Gd       TA           No
## 466          18        Gd        TA      PConc       Gd       TA           No
## 467           0        TA        Gd     CBlock       TA       Gd           Gd
## 468         224        TA        TA     CBlock       TA       TA           No
## 469         248        Gd        TA      PConc       Gd       TA           No
## 470         120        Gd        TA      PConc       Gd       TA           No
## 471           0        Gd        TA      PConc       Gd       TA           Av
## 472           0        TA        TA     CBlock       Gd       TA           No
## 473          80        TA        TA      PConc       Gd       TA           Gd
## 474         304        Gd        TA      PConc       Ex       TA           Gd
## 475           0        Gd        TA      PConc       Gd       TA           Av
## 476           0        TA        TA     CBlock       TA       TA           No
## 477         215        TA        TA      PConc       Gd       TA           Gd
## 478         772        Ex        TA      PConc       Gd       TA           Av
## 479         336        Gd        TA      PConc       Ex       TA           Gd
## 480         435        TA        TA     BrkTil       Fa       TA           No
## 481         378        Gd        TA      PConc       Ex       TA           Gd
## 482         562        Gd        TA      PConc       Ex       TA           Gd
## 483           0        Gd        TA      PConc       TA       TA           No
## 484         116        TA        TA      PConc       Ex       TA           No
## 485           0        TA        Gd     CBlock       TA       TA           No
## 486           0        Gd        TA     CBlock       TA       TA           No
## 487         168        TA        TA     CBlock       TA       TA           No
## 488           0        TA        TA     CBlock       Gd       TA           Av
## 489           0        TA        Fa     CBlock       TA       Fa           No
## 490           0        TA        Gd     CBlock       Gd       TA           Av
## 491           0        TA        TA      PConc       Gd       TA           Mn
## 492           0        TA        TA     CBlock       TA       TA           No
## 493           0        Gd        TA      PConc       Gd       TA           No
## 494           0        TA        TA     CBlock       TA       TA           No
## 495           0        TA        TA     BrkTil       Fa       TA           No
## 496           0        TA        TA     CBlock       TA       TA           No
## 497           0        Gd        TA      PConc       Gd       TA           No
## 498           0        TA        Gd      PConc       TA       TA           No
## 499          89        TA        TA      PConc       TA       TA           No
## 500           0        TA        TA     CBlock       TA       TA           No
## 501         285        TA        TA     CBlock       TA       TA           No
## 502           0        Gd        TA      PConc       Gd       TA           No
## 503           0        TA        TA     CBlock       TA       TA           No
## 504           0        TA        TA     CBlock       TA       TA           No
## 505           0        TA        TA     CBlock       TA       TA           No
## 506         360        TA        TA     CBlock       TA       TA           No
## 507         125        Gd        TA      PConc       Gd       TA           No
## 508           0        Gd        TA      PConc       Gd       TA           No
## 509           0        TA        Ex     BrkTil       TA       TA           No
## 510         132        TA        TA     CBlock       TA       TA           No
## 511          70        Gd        TA     CBlock       TA       TA           No
## 512          94        Gd        TA      PConc       Gd       TA           No
## 513           0        TA        TA     CBlock       TA       TA           No
## 514           0        TA        Gd      PConc       TA       TA           No
## 515           0        TA        TA     BrkTil       TA       TA           No
## 516         305        Ex        TA     CBlock       Ex       TA           No
## 517         333        TA        TA     CBlock       TA       TA           No
## 518         921        Gd        TA      PConc       Gd       TA           No
## 519           0        TA        TA      PConc       Gd       TA           Mn
## 520           0        Gd        TA     BrkTil       Gd       TA           No
## 521           0        TA        TA     BrkTil     <NA>     <NA>         <NA>
## 522           0        TA        TA     CBlock       TA       TA           No
## 523           0        TA        Gd     CBlock       TA       TA           No
## 524         762        Ex        TA      PConc       Ex       TA           Gd
## 525         594        Gd        TA      PConc       Gd       TA           No
## 526           0        Gd        TA      PConc       Gd       TA           No
## 527           0        TA        TA     CBlock       Gd       TA           No
## 528         268        Ex        TA      PConc       Ex       TA           Av
## 529           0        TA        TA     BrkTil       TA       TA           Mn
## 530          NA        Gd        TA      PConc       TA       TA           No
## 531         219        Gd        TA     CBlock       Gd       TA           Av
## 532           0        TA        TA     BrkTil       Fa       Fa           Mn
## 533           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 534           0        Fa        Fa       Slab     <NA>     <NA>         <NA>
## 535           0        Gd        TA      PConc       Ex       Gd           Av
## 536           0        TA        TA     CBlock       Gd       TA           Gd
## 537           0        TA        TA      PConc       Gd       TA           Av
## 538           0        TA        TA     CBlock       TA       TA           No
## 539         188        TA        TA     CBlock       TA       TA           No
## 540         479        Gd        TA      PConc       Gd       TA           Av
## 541         584        Ex        TA      PConc       Ex       TA           Av
## 542          72        Gd        TA      PConc       Gd       TA           No
## 543           0        Gd        TA      PConc       Ex       TA           No
## 544         182        TA        TA      PConc       Gd       TA           Av
## 545           0        Gd        TA      PConc       Gd       Gd           Av
## 546         178        Gd        Gd      PConc       Gd       Gd           No
## 547           0        TA        TA     BrkTil       Gd       TA           No
## 548           0        TA        Gd     CBlock       Gd       TA           Av
## 549           0        TA        Gd     CBlock       TA       TA           No
## 550           0        Gd        TA      PConc       Gd       TA           No
## 551           0        TA        TA     CBlock       Gd       TA           No
## 552           0        TA        TA     CBlock       TA       TA           No
## 553         250        Gd        TA      PConc       Ex       TA           Av
## 554           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 555         292        Gd        TA      PConc       Gd       TA           No
## 556           0        TA        TA     BrkTil       TA       Fa           No
## 557           0        TA        TA     CBlock       TA       TA           No
## 558           0        TA        TA     CBlock       TA       TA           No
## 559           0        TA        TA      PConc       Gd       TA           Gd
## 560          18        Gd        TA      PConc       Gd       TA           Gd
## 561         180        TA        TA     CBlock       Gd       TA           No
## 562           0        TA        TA     CBlock       Gd       TA           Av
## 563           0        TA        TA     CBlock       TA       TA           No
## 564           0        TA        TA     BrkTil       Gd       TA           Mn
## 565           0        Gd        TA      PConc       Gd       TA           No
## 566           0        TA        TA      PConc       Gd       TA           No
## 567         245        Gd        TA      PConc       Gd       Gd           No
## 568         168        Gd        TA      PConc       Gd       TA           No
## 569           0        Gd        TA     CBlock       Gd       TA           Gd
## 570           0        TA        TA     CBlock       Gd       TA           Gd
## 571         108        TA        TA     CBlock       TA       TA           No
## 572         207        TA        TA     CBlock       TA       TA           No
## 573           0        TA        TA      PConc       Ex       TA           Av
## 574           0        TA        TA      PConc       Gd       TA           No
## 575          82        TA        TA     CBlock       TA       TA           Av
## 576           0        TA        TA     CBlock       TA       TA           No
## 577           0        TA        TA     BrkTil       TA       TA           No
## 578          97        TA        TA     CBlock       TA       TA           Av
## 579           0        Gd        TA      PConc       Gd       TA           No
## 580         335        TA        TA     BrkTil       TA       TA           No
## 581          85        TA        TA     CBlock       TA       TA           No
## 582         306        Ex        TA      PConc       Ex       TA           No
## 583         104        TA        Gd     CBlock       Gd       TA           Av
## 584           0        Ex        Ex     BrkTil       TA       TA           No
## 585           0        TA        TA     BrkTil       TA       TA           No
## 586         208        Gd        TA      PConc       Ex       TA           Gd
## 587           0        TA        Gd     BrkTil       TA       Gd           Mn
## 588           0        TA        TA     CBlock       TA       TA           Av
## 589           0        TA        TA     CBlock       TA       TA           Gd
## 590           0        TA        TA     BrkTil       TA       TA           No
## 591           0        Gd        TA      PConc       Gd       TA           No
## 592         420        Ex        TA      PConc       Ex       TA           Gd
## 593           0        TA        Gd      PConc       TA       Gd           No
## 594         170        Gd        TA      PConc       Gd       TA           Av
## 595           0        TA        TA     CBlock       Gd       TA           No
## 596         238        Gd        TA      PConc       Gd       TA           Gd
## 597           0        TA        TA     CBlock       TA       TA           No
## 598          72        Gd        TA      PConc       Ex       TA           Av
## 599         459        TA        TA     CBlock       Gd       TA           Mn
## 600           0        TA        Gd     CBlock       Gd       TA           No
## 601         280        Gd        TA      PConc       Gd       TA           Av
## 602           0        TA        Gd      PConc       TA       TA           No
## 603           0        Gd        TA      PConc       Gd       TA           Mn
## 604           0        Gd        TA      PConc       Gd       TA           No
## 605          99        Gd        TA      PConc       Gd       TA           Mn
## 606         176        TA        TA     CBlock       TA       TA           No
## 607           0        TA        Gd      PConc       Gd       TA           No
## 608           0        TA        Gd     CBlock       TA       Gd           No
## 609           0        TA        TA      PConc       Gd       TA           Mn
## 610         192        TA        Fa     CBlock       TA       TA           Mn
## 611         204        Gd        TA      PConc       Ex       TA           Mn
## 612         233        TA        TA     CBlock       Gd       TA           Av
## 613         108        Gd        TA      PConc       Gd       TA           Av
## 614           0        TA        TA      PConc       Gd       TA           No
## 615           0        TA        TA     CBlock       Gd       TA           Av
## 616         156        TA        Gd      PConc       TA       TA           Gd
## 617           0        Gd        TA      PConc       Gd       TA           No
## 618           0        TA        TA     CBlock       TA       TA           No
## 619         452        Ex        TA      PConc       Ex       TA           Av
## 620         226        Gd        TA      PConc       Gd       TA           Gd
## 621           0        TA        TA     BrkTil       TA       TA           No
## 622           0        TA        TA     CBlock       TA       TA           No
## 623         153        TA        TA     CBlock       TA       TA           No
## 624         513        Gd        TA      PConc       Gd       TA           No
## 625         288        TA        TA     CBlock       TA       TA           No
## 626         261        TA        TA     CBlock       TA       TA           No
## 627           0        TA        TA     CBlock       TA       TA           No
## 628         164        TA        TA     CBlock       TA       TA           Av
## 629         192        TA        TA      PConc       Gd       TA           Av
## 630         259        TA        TA     CBlock       TA       TA           Gd
## 631           0        TA        TA     BrkTil       Fa       Fa           No
## 632         108        Gd        TA      PConc       Gd       Gd           Mn
## 633         209        TA        Gd     CBlock       TA       TA           No
## 634           0        TA        TA     CBlock       TA       TA           No
## 635           0        TA        TA     CBlock       TA       TA           No
## 636           0        Fa        TA     CBlock       TA       Fa           No
## 637           0        Fa        Fa     BrkTil       TA       Fa           No
## 638           0        TA        TA     CBlock       TA       TA           No
## 639           0        TA        TA     CBlock       Fa       TA           No
## 640           0        Gd        TA      PConc       Gd       Gd           Av
## 641         472        Ex        TA      PConc       Ex       TA           Gd
## 642           0        Gd        TA      PConc       Gd       TA           No
## 643           0        Gd        TA     CBlock       Gd       TA           Gd
## 644         263        TA        TA     CBlock       TA       TA           No
## 645         162        Ex        TA      PConc       Ex       TA           Mn
## 646           0        TA        TA     CBlock       TA       TA           No
## 647           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 648         216        TA        TA     CBlock       TA       TA           Mn
## 649         351        TA        TA     CBlock       TA       TA           No
## 650           0        TA        TA     CBlock       Gd       TA           Av
## 651          NA        Gd        TA      PConc       Gd       TA           No
## 652           0        TA        TA     CBlock       TA       TA           Mn
## 653           0        Gd        TA      PConc       Gd       TA           No
## 654           0        TA        TA     CBlock       TA       TA           No
## 655         660        Gd        Gd      PConc       Gd       TA           Gd
## 656         381        TA        TA     CBlock       TA       TA           No
## 657          54        Gd        TA     CBlock       TA       TA           No
## 658           0        TA        Fa     BrkTil       Gd       TA           No
## 659           0        TA        TA     CBlock       TA       TA           No
## 660           0        TA        Gd      PConc       TA       TA           No
## 661         233        TA        TA     CBlock       Gd       TA           No
## 662         528        Gd        TA      PConc       Gd       Gd           No
## 663         216        TA        TA     CBlock       Fa       Fa           No
## 664           0        TA        TA     CBlock       Gd       TA           Av
## 665           0        Gd        TA      PConc       Ex       TA           Mn
## 666          40        Gd        TA      PConc       Gd       TA           No
## 667         113        TA        Gd     CBlock       Gd       TA           No
## 668         258        TA        TA      PConc       Gd       TA           No
## 669           0        TA        TA     CBlock       TA       TA           No
## 670           0        TA        TA     BrkTil       Fa       TA           No
## 671           0        Gd        TA      PConc       Gd       TA           No
## 672           0        TA        Gd     BrkTil       TA       TA           No
## 673           0        Gd        TA     CBlock       Gd       TA           No
## 674         106        TA        TA      PConc       TA       TA           No
## 675           0        TA        TA     CBlock       TA       TA           No
## 676           0        TA        TA     CBlock       TA       TA           No
## 677           0        TA        TA     BrkTil       TA       Fa           No
## 678           0        Gd        TA     BrkTil       TA       TA           No
## 679         464        Gd        TA      PConc       Ex       TA           Mn
## 680          57        TA        TA     CBlock       TA       TA           No
## 681           0        TA        TA     CBlock       Gd       TA           No
## 682           0        TA        TA     BrkTil       TA       TA           No
## 683           0        TA        TA      PConc       Gd       TA           Mn
## 684         215        Gd        TA      PConc       Gd       TA           Av
## 685          30        Gd        TA      PConc       Gd       TA           No
## 686           0        Gd        TA     CBlock       Gd       TA           Mn
## 687           0        Gd        TA      PConc       Gd       TA           No
## 688           0        Gd        TA      PConc       Gd       TA           No
## 689           0        Gd        TA      PConc       Gd       TA           Av
## 690         256        Gd        TA      PConc       Gd       TA           Av
## 691         147        Gd        TA      PConc       Gd       TA           Gd
## 692        1170        Ex        TA      PConc       Ex       TA           Gd
## 693         293        Gd        TA      PConc       Gd       TA           Gd
## 694           0        TA        TA     BrkTil       TA       TA           No
## 695           0        TA        Fa     BrkTil       TA       TA           No
## 696          72        TA        TA     CBlock       Gd       Gd           No
## 697           0        TA        TA     CBlock       TA       TA           No
## 698           0        TA        TA      PConc       Ex       Gd           Mn
## 699           0        TA        Gd     CBlock       TA       TA           No
## 700           0        Gd        TA      PConc       Gd       TA           Mn
## 701         630        Gd        TA      PConc       Ex       TA           Gd
## 702         168        TA        TA     CBlock       TA       TA           No
## 703         466        Ex        TA      PConc       Ex       Gd           No
## 704           0        TA        Gd     BrkTil       Gd       TA           No
## 705         109        Gd        TA      PConc       Gd       TA           Av
## 706           0        Fa        Fa       Slab     <NA>     <NA>         <NA>
## 707         351        TA        TA     CBlock       Gd       TA           Gd
## 708         176        Gd        TA      PConc       Gd       TA           No
## 709           0        Gd        TA      PConc       Gd       TA           Av
## 710          41        TA        TA      PConc       TA       TA           No
## 711           0        Gd        TA     CBlock       TA       TA           No
## 712           0        TA        TA      Stone       TA       TA           Mn
## 713           0        Gd        TA      PConc       Gd       TA           Mn
## 714         160        TA        TA     CBlock       TA       TA           Av
## 715         289        Gd        TA     CBlock       TA       TA           No
## 716         174        TA        TA     CBlock       Gd       TA           No
## 717           0        TA        Gd     BrkTil       TA       TA           No
## 718           0        TA        TA     CBlock       Gd       TA           No
## 719         651        Gd        TA      PConc       Gd       TA           Gd
## 720           0        TA        TA     CBlock       Gd       TA           Gd
## 721           0        Gd        TA      PConc       Gd       TA           Gd
## 722         169        Gd        TA      PConc       Gd       TA           Av
## 723           0        TA        Gd     CBlock       TA       TA           No
## 724           0        TA        TA      PConc       TA       TA           No
## 725         340        Ex        TA      PConc       Ex       TA           No
## 726           0        TA        TA     CBlock       TA       TA           No
## 727         260        Gd        Gd     CBlock       Gd       TA           No
## 728          82        Gd        TA      PConc       Gd       TA           Av
## 729          95        TA        TA     CBlock       TA       TA           No
## 730           0        TA        TA     CBlock       TA       TA           No
## 731           0        Gd        TA      PConc       Gd       TA           No
## 732         442        Gd        TA      PConc       Ex       TA           Av
## 733         202        Gd        TA      PConc       Gd       TA           Av
## 734           0        TA        TA     CBlock       TA       TA           No
## 735           0        TA        TA      PConc       TA       TA           No
## 736           0        TA        TA     BrkTil       Gd       TA           Mn
## 737           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 738           0        Gd        TA      PConc       Gd       TA           No
## 739           0        TA        TA     CBlock       Gd       Gd           Gd
## 740           0        Gd        TA      PConc       Gd       TA           No
## 741           0        TA        Gd     BrkTil       Fa       Fa           No
## 742           0        TA        Gd     CBlock       TA       TA           Mn
## 743         108        TA        TA      PConc       Gd       TA           No
## 744           0        TA        TA     CBlock       Gd       TA           Av
## 745           0        Gd        TA      PConc       Gd       TA           No
## 746         289        Ex        Gd     CBlock       TA       Gd           No
## 747           0        Gd        TA      PConc       Gd       TA           No
## 748           0        Gd        TA      Stone       TA       Fa           No
## 749         338        Gd        TA      PConc       Gd       TA           No
## 750           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 751           0        TA        TA     BrkTil       TA       Fa           No
## 752           0        Gd        TA      PConc       Gd       TA           No
## 753           0        TA        Gd      PConc       Gd       TA           Gd
## 754         178        Gd        TA      PConc       Gd       TA           Mn
## 755           0        TA        TA     CBlock       TA       TA           No
## 756         894        TA        TA      PConc       Gd       TA           No
## 757           0        Gd        TA      PConc       Gd       TA           Av
## 758         328        TA        TA     CBlock       TA       TA           Mn
## 759         360        TA        TA      PConc       Gd       TA           No
## 760         513        Gd        TA      PConc       Gd       TA           Av
## 761           0        TA        TA     CBlock       TA       TA           No
## 762           0        TA        TA      PConc       TA       TA           Mn
## 763           0        TA        TA      PConc       Gd       TA           Mn
## 764         673        Gd        TA      PConc       Gd       TA           Mn
## 765           0        Gd        Gd      PConc       Gd       Gd           Av
## 766         284        Gd        TA      PConc       Gd       TA           No
## 767          42        TA        TA     CBlock       Gd       TA           No
## 768           0        TA        TA     CBlock       Gd       TA           Mn
## 769           0        Gd        TA      PConc       Gd       TA           No
## 770         603        Ex        TA      PConc       Gd       TA           Gd
## 771           0        TA        TA     CBlock       Gd       TA           Av
## 772           0        TA        TA     CBlock       Fa       Fa           No
## 773           0        TA        TA     CBlock       TA       TA           Av
## 774           1        TA        TA     CBlock       TA       TA           No
## 775         375        Gd        TA      PConc       Gd       TA           Av
## 776         320        TA        TA      PConc       Ex       TA           No
## 777         240        Gd        TA      PConc       Gd       TA           Av
## 778           0        TA        TA     CBlock       TA       TA           No
## 779         320        TA        TA       Slab     <NA>     <NA>         <NA>
## 780          90        TA        TA     CBlock       Gd       TA           Gd
## 781          38        TA        TA      PConc       Gd       Gd           No
## 782           0        Gd        Gd      PConc       Gd       TA           No
## 783           0        Gd        TA      PConc       Gd       TA           No
## 784         104        TA        Gd      PConc       Gd       TA           Av
## 785           0        TA        TA     CBlock       TA       TA           No
## 786           0        TA        TA     CBlock       TA       TA           No
## 787           0        TA        Gd      PConc       Fa       TA           No
## 788           0        Gd        TA      PConc       Gd       TA           No
## 789           0        TA        TA     CBlock       TA       TA           No
## 790         157        TA        TA     CBlock       TA       Fa           Gd
## 791          11        Gd        TA      PConc       Gd       TA           No
## 792           0        TA        TA      PConc       Gd       TA           Av
## 793           0        Gd        TA      PConc       Gd       TA           Av
## 794         140        Gd        TA      PConc       Gd       TA           Av
## 795           0        Gd        TA      PConc       Gd       TA           No
## 796         130        TA        TA     CBlock       Gd       TA           No
## 797         148        TA        TA     CBlock       TA       TA           No
## 798           0        TA        TA     CBlock       TA       TA           No
## 799         860        Ex        TA      PConc       Ex       TA           No
## 800         252        TA        TA     BrkTil       Gd       TA           No
## 801           0        TA        TA      PConc       Gd       TA           Gd
## 802           0        TA        TA     CBlock       TA       TA           No
## 803           0        Gd        TA      PConc       Gd       TA           Av
## 804         424        Ex        TA      PConc       Ex       TA           Gd
## 805           0        TA        TA     CBlock       TA       TA           No
## 806         256        Gd        TA      PConc       Gd       TA           No
## 807           0        TA        TA      PConc       TA       TA           Av
## 808           0        TA        TA     CBlock       TA       TA           Gd
## 809        1047        TA        TA     CBlock       TA       TA           Av
## 810           0        TA        TA      PConc       TA       TA           No
## 811          99        TA        TA     CBlock       TA       TA           No
## 812         169        Gd        TA      PConc       Gd       TA           Gd
## 813           0        Fa        TA     CBlock       TA       TA           Av
## 814         243        TA        TA     CBlock       TA       TA           No
## 815           0        TA        TA     BrkTil       TA       TA           No
## 816         442        TA        TA      PConc       Gd       TA           No
## 817           0        TA        TA     CBlock       TA       TA           No
## 818         148        Gd        TA      PConc       Gd       TA           No
## 819          80        TA        TA     CBlock       TA       TA           Av
## 820         128        Gd        TA      PConc       Gd       TA           Mn
## 821           0        Gd        TA      PConc       Gd       TA           No
## 822           0        Fa        TA     CBlock       Fa       TA           No
## 823           0        Gd        TA      PConc       Gd       TA           Gd
## 824           0        TA        TA     BrkTil       TA       TA           No
## 825           0        Gd        TA      PConc       Gd       Gd           No
## 826         816        Ex        TA      PConc       Ex       TA           Av
## 827           0        TA        TA     BrkTil       TA       TA           No
## 828           0        Gd        TA      PConc       Gd       TA           No
## 829           0        TA        TA      PConc       TA       Gd           Gd
## 830           0        Gd        TA      PConc       Gd       TA           No
## 831         387        TA        TA     CBlock       TA       TA           No
## 832           0        TA        TA      PConc       Gd       TA           No
## 833         223        Gd        TA      PConc       Gd       TA           No
## 834         180        TA        TA     CBlock       TA       TA           No
## 835         136        TA        TA     CBlock       TA       TA           No
## 836           0        TA        TA     CBlock       Gd       TA           No
## 837           0        TA        TA     BrkTil       TA       TA           No
## 838         158        TA        TA     CBlock       TA       TA           No
## 839           0        TA        TA      PConc       Gd       TA           No
## 840           0        TA        TA     CBlock       TA       TA           No
## 841           0        TA        TA     BrkTil       TA       TA           No
## 842           0        TA        TA      PConc       TA       TA           No
## 843         183        TA        TA     CBlock       TA       TA           Gd
## 844           0        TA        TA     CBlock       TA       TA           No
## 845           0        TA        TA     BrkTil       TA       TA           Mn
## 846           0        TA        TA     CBlock       Gd       TA           Gd
## 847         137        Gd        TA      PConc       Gd       TA           No
## 848           0        TA        TA     CBlock       TA       TA           Av
## 849           0        TA        TA     BrkTil       TA       TA           No
## 850         360        Gd        Gd     CBlock       TA       TA           No
## 851         170        Gd        TA      PConc       Gd       TA           Av
## 852          40        Gd        TA      PConc       Gd       TA           Gd
## 853           0        TA        Gd     CBlock       TA       TA           No
## 854         115        TA        Gd     CBlock       TA       TA           Gd
## 855           0        TA        TA     CBlock       TA       TA           Mn
## 856           0        TA        Gd     CBlock       TA       TA           No
## 857           0        TA        TA     CBlock       Gd       Gd           Gd
## 858           0        TA        TA      PConc       Gd       TA           No
## 859         189        TA        TA     CBlock       Gd       TA           No
## 860         220        TA        TA     CBlock       TA       TA           Mn
## 861           0        Gd        TA     BrkTil       TA       TA           No
## 862           0        TA        TA      PConc       TA       TA           Mn
## 863           0        TA        TA      PConc       Gd       TA           No
## 864           0        TA        TA     CBlock       TA       TA           No
## 865           0        Gd        TA      PConc       Ex       TA           No
## 866          76        TA        TA     CBlock       TA       TA           No
## 867         274        Gd        TA      PConc       Gd       TA           Av
## 868           0        TA        TA     CBlock       TA       TA           No
## 869           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 870         246        Gd        TA      PConc       Gd       TA           No
## 871           0        TA        TA     CBlock       TA       TA           No
## 872         116        TA        TA      PConc       Gd       TA           No
## 873           0        Gd        TA      Stone       TA       TA           Av
## 874           0        Gd        TA     CBlock       TA       TA           No
## 875           0        TA        TA     CBlock       TA       TA           No
## 876           0        Gd        TA      PConc       Gd       TA           Av
## 877           0        TA        TA      PConc       TA       TA           Gd
## 878         216        Gd        TA      PConc       Ex       TA           No
## 879           0        TA        TA     CBlock       TA       TA           Av
## 880          90        Gd        Gd     CBlock       TA       TA           No
## 881           0        TA        TA      PConc       Ex       Gd           No
## 882         117        Gd        Gd     CBlock       Gd       TA           Mn
## 883           0        TA        TA      PConc       Gd       TA           No
## 884           0        Gd        TA      PConc       TA       Fa           No
## 885          60        TA        TA     CBlock       TA       TA           No
## 886          60        Gd        TA      PConc       Ex       TA           Av
## 887         122        TA        TA     CBlock       TA       TA           No
## 888           0        TA        Gd      PConc       TA       TA           No
## 889           0        Gd        Gd      PConc       TA       Gd           Gd
## 890          90        TA        TA     CBlock       TA       TA           No
## 891           0        TA        Gd     CBlock       TA       TA           Mn
## 892          92        TA        TA     CBlock       TA       TA           No
## 893           0        TA        TA     CBlock       TA       TA           No
## 894           0        TA        TA      PConc       Gd       TA           Mn
## 895           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 896         415        TA        TA     CBlock       TA       TA           No
## 897           0        TA        TA     BrkTil       TA       TA           No
## 898           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 899         760        Ex        TA      PConc       Ex       TA           Gd
## 900           0        TA        TA     CBlock       TA       TA           No
## 901           0        TA        TA     CBlock       TA       TA           No
## 902           0        TA        Gd     CBlock       TA       TA           Mn
## 903           0        Gd        TA      PConc       Gd       TA           No
## 904          27        Gd        TA      PConc       Gd       TA           No
## 905          75        TA        TA     CBlock       TA       TA           No
## 906         110        TA        TA     CBlock       TA       TA           No
## 907         208        Gd        TA      PConc       Gd       TA           No
## 908           0        Gd        TA     CBlock       Gd       TA           No
## 909           0        TA        TA     CBlock       Gd       TA           Av
## 910           0        Gd        TA      PConc       Gd       TA           No
## 911         361        TA        TA     CBlock       TA       TA           No
## 912           0        TA        TA     CBlock       Gd       Gd           Av
## 913           0        TA        TA     BrkTil       TA       TA           No
## 914           0        TA        TA     CBlock       TA       TA           No
## 915          76        Gd        TA      PConc       Gd       TA           Av
## 916          80        TA        TA     CBlock       TA       TA           No
## 917           0        TA        TA     CBlock       TA       TA           Av
## 918           0        TA        TA     CBlock       TA       TA           No
## 919           0        Gd        TA      PConc       Ex       TA           Mn
## 920           0        Ex        TA     CBlock       Gd       TA           No
## 921         105        Gd        Gd      PConc       Gd       Gd           No
## 922           0        TA        TA     CBlock       TA       TA           No
## 923           0        Gd        TA      PConc       Gd       TA           No
## 924           0        Gd        TA      PConc       Gd       TA           No
## 925         157        TA        Gd     CBlock       Gd       TA           No
## 926           0        TA        TA      PConc       Gd       TA           Av
## 927         340        Gd        TA      PConc       Gd       TA           No
## 928         342        TA        TA     CBlock       TA       TA           No
## 929           0        Gd        TA      PConc       Gd       TA           Av
## 930         285        TA        TA      PConc       Gd       TA           No
## 931           0        Gd        TA      PConc       Gd       TA           Av
## 932           0        TA        TA     CBlock       TA       TA           No
## 933         302        Ex        TA      PConc       Ex       Gd           No
## 934         210        Gd        TA      PConc       Gd       TA           Av
## 935           0        TA        TA     CBlock       Gd       TA           Gd
## 936         108        TA        Gd      PConc       Fa       TA           Mn
## 937          NA        Gd        TA      PConc       Gd       TA           No
## 938           0        Gd        TA      PConc       Gd       TA           Mn
## 939           0        Gd        TA      PConc       Gd       Gd           Mn
## 940           0        TA        Gd     CBlock       TA       TA           Mn
## 941           0        TA        TA     CBlock       TA       TA           Gd
## 942         298        Gd        TA      PConc       Gd       TA           No
## 943           0        TA        TA      PConc       Gd       TA           Gd
## 944           0        TA        TA     CBlock       TA       TA           Av
## 945         541        TA        TA     CBlock       TA       TA           No
## 946           0        TA        TA     BrkTil       TA       TA           No
## 947         128        TA        Gd     CBlock       TA       TA           Av
## 948         236        Gd        TA      PConc       Gd       TA           Av
## 949         144        Gd        TA      PConc       Gd       TA         <NA>
## 950           0        TA        TA     CBlock       TA       TA           No
## 951           0        TA        TA     CBlock       TA       TA           No
## 952           0        TA        TA     CBlock       TA       TA           No
## 953           0        TA        Gd     CBlock       Gd       TA           Av
## 954         232        TA        TA     CBlock       TA       TA           Av
## 955         250        TA        TA     CBlock       Gd       Gd           Gd
## 956         423        TA        TA     CBlock       Gd       TA           No
## 957           0        TA        TA     CBlock       Gd       TA           No
## 958           0        TA        TA     CBlock       TA       TA           No
## 959           0        Gd        TA      PConc       Gd       TA           Mn
## 960           0        Gd        TA      PConc       Gd       TA           No
## 961           0        TA        Gd     CBlock       TA       TA           Gd
## 962         424        TA        Gd     CBlock       Gd       Gd           No
## 963           0        TA        TA     CBlock       Gd       TA           No
## 964           0        Gd        TA      PConc       Ex       TA           No
## 965          44        Gd        TA      PConc       Gd       TA           No
## 966           0        Gd        TA      PConc       Gd       TA           No
## 967           0        Gd        Gd     BrkTil       TA       Fa           No
## 968         151        TA        TA     CBlock       TA       TA           No
## 969           0        TA        TA     BrkTil       TA       TA           No
## 970         105        TA        Fa     CBlock       TA       TA           Gd
## 971           0        TA        TA     CBlock       TA       TA           No
## 972         106        Gd        TA      PConc       Gd       TA           No
## 973           0        TA        TA     CBlock       Gd       TA           No
## 974          NA        Gd        TA      PConc       Gd       TA           No
## 975           0        TA        Gd     BrkTil       Gd       TA           No
## 976           0        Gd        TA      PConc       Gd       TA           No
## 977           0        TA        TA      PConc       Gd       TA           No
## 978          NA        Gd        TA      PConc       Gd       TA           No
## 979           0        TA        TA     CBlock       TA       TA           No
## 980           0        TA        TA      PConc       TA       TA           No
## 981         210        Ex        TA     CBlock       TA       TA           Av
## 982         975        Gd        TA      PConc       Gd       TA           No
## 983          16        Gd        TA      PConc       Gd       TA           Av
## 984           0        Gd        TA      PConc       Gd       TA           Mn
## 985           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 986           0        TA        TA     CBlock       TA       TA           No
## 987           0        TA        Gd     CBlock       TA       Fa           No
## 988         450        Ex        TA      PConc       Ex       TA           Av
## 989         298        TA        TA     CBlock       TA       TA           No
## 990           0        Gd        TA      PConc       Gd       Gd           No
## 991         423        Gd        TA      PConc       Gd       TA           No
## 992           0        Gd        Gd     BrkTil       TA       TA           No
## 993         340        TA        TA     CBlock       TA       TA           Gd
## 994           0        TA        TA      PConc       Gd       TA           No
## 995         230        Ex        TA      PConc       Ex       TA           Gd
## 996           0        TA        TA     CBlock       TA       TA           No
## 997           0        TA        TA     CBlock       TA       TA           No
## 998         571        TA        TA     CBlock       TA       TA           No
## 999           0        TA        TA     BrkTil       TA       Fa           No
## 1000         24        Gd        TA      PConc       Gd       TA           Av
## 1001          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1002          0        TA        TA     BrkTil       Fa       TA           No
## 1003         53        Gd        TA      PConc       Gd       TA           No
## 1004        164        TA        TA     CBlock       TA       TA           No
## 1005         16        Gd        TA      PConc       Gd       TA           No
## 1006        220        Gd        TA     CBlock       Gd       Gd           Av
## 1007          0        TA        TA     CBlock       Gd       TA           No
## 1008          0        TA        TA     CBlock       TA       TA           No
## 1009        108        Gd        TA      PConc       Ex       TA           Mn
## 1010          0        TA        Fa     BrkTil       TA       TA           No
## 1011          0        TA        TA     CBlock       TA       TA           No
## 1012          0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 1013          0        TA        Gd      PConc       TA       Fa           No
## 1014          0        TA        TA     BrkTil       TA       TA           No
## 1015        206        TA        TA     CBlock       TA       Fa           No
## 1016          0        Gd        TA      PConc       Gd       TA           No
## 1017        196        Gd        TA      PConc       Gd       TA           Gd
## 1018          0        Gd        TA     CBlock       Gd       TA           Av
## 1019         76        Gd        TA      PConc       Gd       TA           No
## 1020        145        Gd        TA      PConc       Gd       TA           Gd
## 1021          0        TA        TA      PConc       Gd       TA           No
## 1022         84        Gd        TA      PConc       Gd       TA           Av
## 1023          0        TA        TA     CBlock       TA       TA           No
## 1024         14        Gd        TA      PConc       Gd       Gd           No
## 1025          0        Gd        TA     CBlock       Gd       TA           Av
## 1026          0        TA        TA     CBlock       TA       TA           No
## 1027        324        TA        TA     CBlock       TA       TA           No
## 1028        338        Gd        TA      PConc       Gd       TA           Gd
## 1029          0        TA        TA     CBlock       TA       TA           No
## 1030        281        TA        TA     CBlock       TA       TA           No
## 1031          0        TA        TA      PConc       TA       TA           Mn
## 1032          0        TA        TA     BrkTil       TA       TA           No
## 1033          0        Gd        Gd      PConc       Gd       Gd           No
## 1034        295        Gd        TA      PConc       Gd       TA           No
## 1035          0        TA        Gd      PConc       Fa       Fa           No
## 1036          0        TA        Gd       Slab     <NA>     <NA>         <NA>
## 1037         70        Gd        TA      PConc       Ex       TA           Gd
## 1038        396        Gd        TA      PConc       Gd       TA           No
## 1039          0        TA        TA     CBlock       TA       TA           No
## 1040          0        TA        TA     CBlock       Gd       TA           Av
## 1041         67        TA        TA     CBlock       TA       TA           No
## 1042        252        TA        TA     CBlock       TA       TA           No
## 1043        135        Gd        TA      PConc       Gd       TA           Av
## 1044         99        TA        TA      PConc       Gd       TA           No
## 1045          0        Gd        TA      PConc       Gd       TA           No
## 1046          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1047        208        Gd        TA      PConc       Ex       TA           Av
## 1048          0        TA        TA      PConc       Gd       TA           No
## 1049         75        TA        Fa       Slab     <NA>     <NA>         <NA>
## 1050          0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 1051          0        Gd        TA      PConc       Gd       TA           Av
## 1052          0        Gd        TA      PConc       Gd       TA           Av
## 1053        272        TA        TA     CBlock       TA       TA           No
## 1054        145        TA        TA     CBlock       TA       TA           Av
## 1055        210        Gd        TA      PConc       Gd       TA           Mn
## 1056        160        TA        TA     CBlock       Gd       TA           No
## 1057        240        Gd        TA      PConc       Gd       TA           Av
## 1058          0        Gd        TA      PConc       Gd       TA           No
## 1059        154        Ex        TA      PConc       Ex       TA           Av
## 1060        480        TA        TA     CBlock       TA       TA           Mn
## 1061          0        Gd        TA      PConc       Gd       TA           Mn
## 1062          0        Fa        TA     CBlock       TA       TA           No
## 1063          0        TA        TA     BrkTil       TA       TA           No
## 1064          0        TA        Gd     BrkTil       TA       TA           No
## 1065        200        TA        TA     CBlock       TA       TA           Mn
## 1066          0        Gd        TA      PConc       Ex       TA           Gd
## 1067          0        Gd        TA      PConc       Gd       TA           No
## 1068        360        TA        TA     CBlock       TA       TA           Gd
## 1069          0        TA        TA     CBlock       Gd       TA           No
## 1070          0        TA        TA     CBlock       TA       TA           No
## 1071        120        TA        TA     CBlock       TA       TA           No
## 1072          0        TA        TA     CBlock       TA       TA           No
## 1073          0        TA        TA     CBlock       Fa       Fa           Mn
## 1074        140        TA        TA     CBlock       TA       TA           No
## 1075          0        Gd        TA      PConc       Gd       TA           Av
## 1076          0        TA        TA     CBlock       TA       TA           No
## 1077          0        TA        TA     CBlock       Fa       TA           No
## 1078          0        TA        TA     CBlock       TA       TA           Mn
## 1079        169        Gd        TA      PConc       Gd       TA           Mn
## 1080          0        TA        TA      PConc       Gd       TA           No
## 1081        144        Gd        Gd     CBlock       TA       TA           No
## 1082          0        TA        TA     CBlock       TA       TA           No
## 1083        100        Gd        TA      PConc       Gd       TA           No
## 1084        425        TA        TA     CBlock       TA       TA           No
## 1085          0        TA        TA      PConc       Gd       TA           No
## 1086          0        TA        TA      PConc       Gd       TA           Av
## 1087          0        TA        TA     CBlock       TA       TA           No
## 1088          0        Gd        TA      PConc       Gd       TA           Mn
## 1089         50        Gd        TA      PConc       Gd       TA           No
## 1090          0        Gd        TA      PConc       Gd       TA           No
## 1091          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1092        212        Gd        TA      PConc       Gd       TA           No
## 1093          0        TA        TA      PConc       TA       TA           No
## 1094        166        TA        TA     CBlock       TA       TA           Mn
## 1095          0        TA        TA     CBlock       TA       TA           No
## 1096          0        Gd        TA      PConc       Gd       TA           No
## 1097          0        TA        TA      PConc       TA       TA           No
## 1098          0        Gd        TA     CBlock       Gd       TA           No
## 1099          0        TA        TA     BrkTil       TA       TA           No
## 1100        206        TA        TA     CBlock       Gd       TA           No
## 1101          0        TA        TA     CBlock       TA       Fa           No
## 1102          0        TA        TA     CBlock       TA       TA           No
## 1103         45        TA        TA     CBlock       TA       TA           No
## 1104          0        TA        TA     CBlock       TA       TA           Mn
## 1105        304        TA        TA     CBlock       TA       TA           No
## 1106        362        Gd        TA      PConc       Ex       TA           Av
## 1107          0        Gd        TA      PConc       Gd       TA           Mn
## 1108          0        Gd        TA      PConc       Ex       Gd           No
## 1109          0        TA        TA      PConc       Gd       TA           No
## 1110         42        Gd        TA      PConc       Ex       TA           Mn
## 1111          0        TA        TA      PConc       Gd       TA           No
## 1112        660        TA        TA     CBlock       TA       TA           No
## 1113          0        TA        TA     CBlock       TA       TA           No
## 1114          0        TA        TA     CBlock       TA       TA           No
## 1115          0        TA        Gd     CBlock       TA       TA           No
## 1116        328        Gd        TA      PConc       Ex       TA           No
## 1117          0        Gd        TA      PConc       Gd       TA           No
## 1118          0        TA        TA     CBlock       TA       TA           No
## 1119          0        TA        Gd     CBlock       TA       TA           No
## 1120          0        TA        TA     CBlock       TA       TA           No
## 1121          0        TA        TA     BrkTil       TA       TA           No
## 1122        196        Gd        TA      PConc       Gd       TA           Av
## 1123          0        TA        TA     CBlock       TA       TA           No
## 1124          0        TA        Ex     CBlock       TA       TA           No
## 1125        170        TA        TA      PConc       Gd       TA           No
## 1126          0        TA        TA     CBlock       TA       TA           No
## 1127        130        Gd        TA      PConc       Gd       TA           No
## 1128          0        Gd        TA      PConc       Gd       TA           Av
## 1129          0        Gd        TA      PConc       Gd       TA           Av
## 1130        180        TA        TA     CBlock       Gd       TA           Gd
## 1131          0        TA        TA     BrkTil       TA       TA           No
## 1132          0        TA        TA      PConc       Gd       TA           Mn
## 1133          0        TA        TA     BrkTil       TA       TA           Mn
## 1134          0        Gd        TA      PConc       Gd       TA           No
## 1135          0        TA        TA      PConc       Gd       TA           Av
## 1136          0        TA        TA     BrkTil       TA       TA           No
## 1137          0        TA        TA     CBlock       TA       TA           No
## 1138          0        TA        Gd     CBlock       TA       TA           No
## 1139          0        TA        TA      PConc       TA       TA           Gd
## 1140          0        TA        Fa     BrkTil       TA       TA           No
## 1141          0        TA        TA     CBlock       TA       TA           Mn
## 1142         44        TA        Gd     CBlock       TA       TA           No
## 1143        340        Gd        TA      PConc       Ex       TA           Gd
## 1144          0        TA        TA     CBlock       TA       TA           No
## 1145          0        TA        Fa     BrkTil       Gd       TA           No
## 1146          0        TA        TA     BrkTil       TA       TA           No
## 1147         85        Gd        TA     CBlock       Gd       TA           No
## 1148          0        TA        TA     CBlock       TA       TA           No
## 1149          0        TA        TA      PConc       TA       TA           No
## 1150          0        TA        Gd      PConc       TA       TA           No
## 1151          0        TA        TA     CBlock       TA       TA           No
## 1152        132        TA        TA     CBlock       TA       TA           No
## 1153          0        TA        TA      PConc       TA       TA           No
## 1154          0        Gd        Gd     BrkTil       TA       TA           Av
## 1155        288        TA        TA     CBlock       TA       TA           Gd
## 1156          0        Gd        Gd     CBlock       Gd       TA           Gd
## 1157          0        TA        Gd      PConc       TA       TA           Gd
## 1158        166        Gd        TA      PConc       Gd       TA           No
## 1159        186        Gd        TA      PConc       Gd       TA           No
## 1160        270        Gd        TA     CBlock       TA       TA           No
## 1161          0        TA        TA     CBlock       Gd       TA           No
## 1162         72        Gd        TA     CBlock       TA       TA           No
## 1163          0        TA        TA     CBlock       Gd       TA           No
## 1164          0        TA        TA     CBlock       Gd       TA           Av
## 1165          0        TA        TA      PConc       Gd       TA           Gd
## 1166        268        Gd        TA      PConc       Gd       TA           No
## 1167         72        Gd        TA      PConc       Gd       TA           Av
## 1168          0        TA        TA      PConc       Gd       TA           No
## 1169          0        TA        TA     CBlock       TA       TA           No
## 1170       1378        Gd        Gd      PConc       Ex       TA           Gd
## 1171          0        TA        TA     CBlock       TA       TA           Av
## 1172          0        TA        TA     CBlock       TA       TA           No
## 1173          0        Gd        TA      PConc       Gd       TA           No
## 1174          0        TA        TA     CBlock       TA       TA           No
## 1175          0        TA        TA     BrkTil       Gd       TA           No
## 1176        337        Gd        TA      PConc       Gd       TA           No
## 1177          0        TA        TA     CBlock       TA       TA           No
## 1178          0        TA        TA     CBlock       TA       TA           No
## 1179          0        TA        TA     BrkTil       TA       TA           No
## 1180          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1181          0        TA        TA       Wood       Gd       TA           No
## 1182        186        Ex        TA      PConc       Ex       TA           Gd
## 1183          0        Gd        TA      PConc       Ex       TA           Av
## 1184          0        TA        TA     BrkTil       TA       TA           No
## 1185        226        TA        TA     CBlock       TA       TA           Gd
## 1186          0        TA        Gd     BrkTil       TA       TA           No
## 1187          0        TA        TA     CBlock       Fa       TA           Mn
## 1188          0        Gd        TA      PConc       Gd       TA           No
## 1189         95        Gd        TA      PConc       Gd       TA           No
## 1190          0        TA        TA      PConc       TA       TA           No
## 1191        149        TA        Gd     CBlock       TA       TA           Av
## 1192        456        Gd        TA      PConc       Gd       TA           No
## 1193          0        TA        TA      PConc       TA       TA           Mn
## 1194        425        TA        TA      PConc       Ex       TA           No
## 1195        143        TA        TA     CBlock       TA       TA           No
## 1196          0        TA        TA      PConc       Gd       TA           No
## 1197          0        Gd        TA      PConc       Gd       TA           Av
## 1198          0        TA        TA     BrkTil       TA       TA           No
## 1199          0        Gd        TA      PConc       Gd       TA           No
## 1200         51        TA        TA     CBlock       TA       TA           No
## 1201          0        TA        TA     CBlock       TA       TA           No
## 1202          0        TA        TA      PConc       Gd       TA           Av
## 1203          0        TA        TA     BrkTil       TA       TA           No
## 1204        171        Gd        TA      PConc       Gd       TA           No
## 1205          0        TA        TA     CBlock       Gd       TA           No
## 1206        234        Gd        TA     CBlock       Gd       TA           Mn
## 1207          0        TA        TA     CBlock       TA       TA           No
## 1208        120        Gd        TA      PConc       Gd       TA           Av
## 1209          0        TA        Gd     CBlock       TA       TA           No
## 1210        420        Gd        TA      PConc       Ex       TA           Mn
## 1211          0        Gd        TA      PConc       Gd       TA           No
## 1212          0        Gd        TA       Wood       Gd       TA           Av
## 1213          0        TA        TA     CBlock       TA       TA           No
## 1214          0        TA        Gd     CBlock       TA       Gd           Av
## 1215          0        TA        TA     CBlock       TA       TA           Av
## 1216          0        TA        TA     CBlock       TA       TA           No
## 1217          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1218         72        Gd        TA      PConc       Gd       TA           Mn
## 1219          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1220        236        TA        TA     CBlock       TA       TA           No
## 1221          0        TA        TA     CBlock       TA       TA           No
## 1222          0        TA        TA     CBlock       TA       TA           No
## 1223        320        TA        TA     CBlock       TA       TA           Mn
## 1224         44        TA        TA     CBlock       TA       Fa           No
## 1225          0        Gd        TA      PConc       Gd       TA           Av
## 1226         63        TA        Gd     CBlock       TA       TA           Av
## 1227         74        Gd        TA      PConc       Gd       TA           Mn
## 1228        300        TA        TA     CBlock       TA       TA           No
## 1229        766        Ex        TA      PConc       Ex       TA           No
## 1230          0        TA        TA     CBlock       TA       TA           No
## 1231          1        TA        TA     CBlock       Gd       TA           No
## 1232        120        TA        TA     CBlock       TA       TA           Av
## 1233          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1234        180        TA        TA     CBlock       TA       TA           No
##      BsmtFinType1 BsmtFinSF1 BsmtFinType2 BsmtFinSF2 BsmtUnfSF TotalBsmtSF
## 1             GLQ        706          Unf          0       150         856
## 2             ALQ        978          Unf          0       284        1262
## 3             GLQ        486          Unf          0       434         920
## 4             ALQ        216          Unf          0       540         756
## 5             GLQ        655          Unf          0       490        1145
## 6             GLQ        732          Unf          0        64         796
## 7             GLQ       1369          Unf          0       317        1686
## 8             ALQ        859          BLQ         32       216        1107
## 9             Unf          0          Unf          0       952         952
## 10            GLQ        851          Unf          0       140         991
## 11            Rec        906          Unf          0       134        1040
## 12            GLQ        998          Unf          0       177        1175
## 13            ALQ        737          Unf          0       175         912
## 14            Unf          0          Unf          0      1494        1494
## 15            BLQ        733          Unf          0       520        1253
## 16            Unf          0          Unf          0       832         832
## 17            ALQ        578          Unf          0       426        1004
## 18           <NA>          0         <NA>          0         0           0
## 19            GLQ        646          Unf          0       468        1114
## 20            LwQ        504          Unf          0       525        1029
## 21            Unf          0          Unf          0      1158        1158
## 22            Unf          0          Unf          0       637         637
## 23            Unf          0          Unf          0      1777        1777
## 24            GLQ        840          Unf          0       200        1040
## 25            Rec        188          ALQ        668       204        1060
## 26            Unf          0          Unf          0      1566        1566
## 27            BLQ        234          Rec        486       180         900
## 28            GLQ       1218          Unf          0       486        1704
## 29            BLQ       1277          Unf          0       207        1484
## 30            Unf          0          Unf          0       520         520
## 31            Unf          0          Unf          0       649         649
## 32            Unf          0          Unf          0      1228        1228
## 33            Unf          0          Unf          0      1234        1234
## 34            Rec       1018          Unf          0       380        1398
## 35            GLQ       1153          Unf          0       408        1561
## 36            Unf          0          Unf          0      1117        1117
## 37            Unf          0          Unf          0      1097        1097
## 38            Rec       1213          Unf          0        84        1297
## 39            GLQ        731          Unf          0       326        1057
## 40           <NA>          0         <NA>          0         0           0
## 41            Rec        643          Unf          0       445        1088
## 42            BLQ        967          Unf          0       383        1350
## 43            ALQ        747          LwQ         93         0         840
## 44            LwQ        280          BLQ        491       167         938
## 45            ALQ        179          BLQ        506       465        1150
## 46            GLQ        456          Unf          0      1296        1752
## 47            GLQ       1351          Unf          0        83        1434
## 48            GLQ         24          Unf          0      1632        1656
## 49            Unf          0          Unf          0       736         736
## 50            BLQ        763          Unf          0       192         955
## 51            GLQ        182          Unf          0       612         794
## 52            Unf          0          Unf          0       816         816
## 53            LwQ        104          GLQ        712         0         816
## 54            GLQ       1810          Unf          0        32        1842
## 55            ALQ        384          Unf          0         0         384
## 56            BLQ        490          Unf          0       935        1425
## 57            GLQ        649          Unf          0       321         970
## 58            Unf          0          Unf          0       860         860
## 59            Unf          0          Unf          0      1410        1410
## 60            ALQ        632          Unf          0       148         780
## 61            ALQ        941          Unf          0       217        1158
## 62            Unf          0          Unf          0       530         530
## 63            GLQ         24          Unf          0      1346        1370
## 64            Unf          0          Unf          0       576         576
## 65            GLQ        739          Unf          0       318        1057
## 66            Unf          0          Unf          0      1143        1143
## 67            GLQ        912          Unf          0      1035        1947
## 68            GLQ       1013          Unf          0       440        1453
## 69            Unf          0          Unf          0       747         747
## 70            BLQ        603          Unf          0       701        1304
## 71            ALQ       1880          Unf          0       343        2223
## 72            ALQ        565          Unf          0       280         845
## 73            Unf          0          Unf          0       832         832
## 74            ALQ        320          BLQ        362       404        1086
## 75            Unf          0          Unf          0       840         840
## 76            GLQ        462          Unf          0         0         462
## 77            ALQ        228          Unf          0       724         952
## 78            BLQ        336          GLQ         41       295         672
## 79            Unf          0          Unf          0      1768        1768
## 80            Unf          0          Unf          0       440         440
## 81            Rec        448          Unf          0       448         896
## 82            GLQ       1201          Unf          0        36        1237
## 83            GLQ         33          Unf          0      1530        1563
## 84            Unf          0          Unf          0      1065        1065
## 85            Unf          0          Unf          0       384         384
## 86            Unf          0          Unf          0      1288        1288
## 87            Unf          0          Unf          0       684         684
## 88            Unf          0          Unf          0       612         612
## 89            Unf          0          Unf          0      1013        1013
## 90            GLQ        588          Unf          0       402         990
## 91           <NA>          0         <NA>          0         0           0
## 92            Rec        600          Unf          0       635        1235
## 93            ALQ        713          Unf          0       163         876
## 94            Rec       1046          Unf          0       168        1214
## 95            GLQ        648          Unf          0       176         824
## 96            ALQ        310          Unf          0       370         680
## 97            ALQ       1162          Unf          0       426        1588
## 98            Rec        520          Unf          0       440         960
## 99            ALQ        108          Unf          0       350         458
## 100           ALQ        569          Unf          0       381         950
## 101           ALQ       1200          Unf          0       410        1610
## 102           Unf          0          Unf          0       741         741
## 103          <NA>          0         <NA>          0         0           0
## 104           Unf          0          Unf          0      1226        1226
## 105           LwQ        224          Unf          0       816        1040
## 106           Unf          0          Unf          0      1053        1053
## 107           Unf          0          Unf          0       641         641
## 108           ALQ        104          BLQ        169       516         789
## 109           Unf          0          Unf          0       793         793
## 110           BLQ        705          Unf          0      1139        1844
## 111           Rec        444          Unf          0       550         994
## 112           GLQ        250          Unf          0       134         384
## 113           GLQ        984          Unf          0       280        1264
## 114           ALQ         35          Rec        869       905        1809
## 115           ALQ        774          LwQ        150       104        1028
## 116           GLQ        419          Unf          0       310         729
## 117           LwQ        170          BLQ        670       252        1092
## 118           Unf          0          Unf          0      1125        1125
## 119           GLQ       1470          Unf          0       203        1673
## 120           Unf          0          Unf          0       728         728
## 121           ALQ        938          Unf          0         0         938
## 122           Unf          0          Unf          0       732         732
## 123           BLQ        570          Unf          0       510        1080
## 124           GLQ        300          Unf          0       899        1199
## 125           Unf          0          Unf          0      1362        1362
## 126           GLQ        490          Unf          0        30         520
## 127           ALQ        120          Unf          0       958        1078
## 128           LwQ        116          Unf          0       556         672
## 129           BLQ        512          Unf          0       148         660
## 130           Rec        567          BLQ         28       413        1008
## 131           Rec        445          Unf          0       479         924
## 132           GLQ        695          Unf          0       297         992
## 133           Rec        405          Unf          0       658        1063
## 134           GLQ       1005          Unf          0       262        1267
## 135           Rec        570          Unf          0       891        1461
## 136           Unf          0          Unf          0      1304        1304
## 137           BLQ        695          Unf          0       519        1214
## 138           Unf          0          Unf          0      1907        1907
## 139           GLQ        668          Unf          0       336        1004
## 140           GLQ        821          Unf          0       107         928
## 141           ALQ        432          Unf          0       432         864
## 142           GLQ       1300          Unf          0       434        1734
## 143           Rec        507          Unf          0       403         910
## 144           GLQ        679          Unf          0       811        1490
## 145           Rec       1332          Unf          0       396        1728
## 146           Unf          0          Unf          0       970         970
## 147           BLQ        209          Unf          0       506         715
## 148           Unf          0          Unf          0       884         884
## 149           GLQ        680          Unf          0       400        1080
## 150           Unf          0          Unf          0       896         896
## 151           BLQ        716          Unf          0       253         969
## 152           GLQ       1400          Unf          0       310        1710
## 153           Rec        416          Unf          0       409         825
## 154           BLQ        429          ALQ       1080        93        1602
## 155           Unf          0          Unf          0      1200        1200
## 156           Unf          0          Unf          0       572         572
## 157          <NA>          0         <NA>          0         0           0
## 158           Unf          0          Unf          0       774         774
## 159           GLQ        222          Unf          0       769         991
## 160           GLQ         57          Unf          0      1335        1392
## 161           BLQ        660          Unf          0       572        1232
## 162           GLQ       1016          Unf          0       556        1572
## 163           BLQ       1201          Unf          0       340        1541
## 164           Unf          0          Unf          0       882         882
## 165           LwQ        370          Unf          0       779        1149
## 166           ALQ        351          Rec        181       112         644
## 167           LwQ        379          BLQ        768       470        1617
## 168           GLQ       1288          Unf          0       294        1582
## 169           Unf          0          Unf          0       840         840
## 170           Unf          0          Unf          0      1686        1686
## 171           Rec        360          Unf          0       360         720
## 172           BLQ        639          Unf          0       441        1080
## 173           GLQ        495          Rec        215       354        1064
## 174           ALQ        288          Rec        374       700        1362
## 175           ALQ       1398          LwQ        208         0        1606
## 176           ALQ        477          Unf          0       725        1202
## 177           GLQ        831          Unf          0       320        1151
## 178           ALQ         57          BLQ        441       554        1052
## 179           GLQ       1904          Unf          0       312        2216
## 180           Unf          0          Unf          0       968         968
## 181           GLQ        436          Unf          0       320         756
## 182           LwQ        352          Unf          0       441         793
## 183          <NA>          0         <NA>          0         0           0
## 184           Unf          0          Unf          0      1362        1362
## 185           Unf          0          Unf          0       504         504
## 186           Unf          0          Unf          0      1107        1107
## 187           GLQ        611          Unf          0       577        1188
## 188           Unf          0          Unf          0       660         660
## 189           GLQ       1086          Unf          0         0        1086
## 190           GLQ       1153          Unf          0       440        1593
## 191           Rec        297          Unf          0       556         853
## 192           ALQ        626          Unf          0        99         725
## 193           GLQ        560          Unf          0       871        1431
## 194           Unf          0          Unf          0       970         970
## 195           ALQ        390          Unf          0       474         864
## 196           ALQ        566          Unf          0       289         855
## 197           GLQ       1126          Unf          0       600        1726
## 198           GLQ       1036          LwQ        184       140        1360
## 199           Unf          0          Unf          0       755         755
## 200           GLQ       1088          Unf          0       625        1713
## 201           Unf          0          Unf          0      1121        1121
## 202           ALQ        641          LwQ        279       276        1196
## 203           LwQ        617          Unf          0         0         617
## 204           GLQ        662          Unf          0       186         848
## 205           LwQ        312          Unf          0       408         720
## 206           Unf          0          Unf          0      1424        1424
## 207           Unf          0          Unf          0      1140        1140
## 208           ALQ        419          Rec        306       375        1100
## 209           GLQ       1065          Unf          0        92        1157
## 210           Rec        787          Unf          0       305        1092
## 211           Rec        468          Unf          0       396         864
## 212           GLQ         36          Unf          0      1176        1212
## 213           GLQ        822          Unf          0        78         900
## 214           ALQ        716          Unf          0       274         990
## 215           GLQ        378          Unf          0       311         689
## 216           BLQ        360          Unf          0       710        1070
## 217           GLQ        946          Unf          0       490        1436
## 218           Unf          0          Unf          0       686         686
## 219           BLQ        341          Unf          0       457         798
## 220           GLQ         16          Unf          0      1232        1248
## 221           Unf          0          Unf          0      1498        1498
## 222           Unf          0          Unf          0      1010        1010
## 223           ALQ        550          Unf          0       163         713
## 224           ALQ        524          LwQ        180       160         864
## 225           GLQ         56          Unf          0      2336        2392
## 226           Unf          0          Unf          0       630         630
## 227           GLQ        565          Unf          0       638        1203
## 228           Rec        321          Unf          0       162         483
## 229           ALQ        842          Unf          0        70         912
## 230           GLQ         16          Unf          0      1357        1373
## 231           Unf          0          Unf          0      1194        1194
## 232           GLQ        689          Unf          0       773        1462
## 233           Unf          0          Unf          0       483         483
## 234           LwQ        182          ALQ        712         0         894
## 235           GLQ        625          Unf          0       235         860
## 236           ALQ        358          Unf          0       125         483
## 237           GLQ         24          Unf          0      1390        1414
## 238           BLQ        402          Unf          0       594         996
## 239           Unf          0          Unf          0      1694        1694
## 240           LwQ         94          Unf          0       641         735
## 241           GLQ       1078          Unf          0       488        1566
## 242           ALQ        329          Unf          0       357         686
## 243           Unf          0          Unf          0       540         540
## 244           Unf          0          Unf          0       626         626
## 245           GLQ        695          Unf          0       253         948
## 246           GLQ        929          Unf          0       916        1845
## 247           Unf          0          Unf          0      1020        1020
## 248           Unf          0          Unf          0      1367        1367
## 249           Unf          0          Unf          0       840         840
## 250           Rec        697          Unf          0       747        1444
## 251           Unf          0          Unf          0       728         728
## 252           GLQ       1573          Unf          0         0        1573
## 253           Unf          0          Unf          0       798         798
## 254           LwQ        270          ALQ        580       452        1302
## 255           Rec        922          Unf          0       392        1314
## 256           Unf          0          Unf          0       975         975
## 257           Rec        503          Unf          0       361         864
## 258           GLQ       1334          Unf          0       270        1604
## 259           GLQ        361          Unf          0       602         963
## 260          <NA>          0         <NA>          0         0           0
## 261           Rec        672          ALQ        690         0        1362
## 262           Unf          0          Unf          0      1482        1482
## 263           ALQ        506          Unf          0         0         506
## 264           LwQ        234          ALQ        692         0         926
## 265           Unf          0          Unf          0       680         680
## 266           GLQ        588          LwQ        228       606        1422
## 267           GLQ        714          Unf          0        88         802
## 268           LwQ        378          Unf          0       342         720
## 269           ALQ        403          Rec        125       212         740
## 270           BLQ        751          Unf          0       392        1143
## 271           Unf          0          Unf          0      1095        1095
## 272           LwQ        226          GLQ       1063        96        1385
## 273           GLQ        524          Unf          0       628        1152
## 274           Rec        620          LwQ        620         0        1240
## 275           ALQ        546          Unf          0       270         816
## 276           Unf          0          Unf          0       952         952
## 277           Unf          0          Unf          0      1560        1560
## 278           LwQ        120          Unf          0       744         864
## 279           Unf          0          Unf          0      2121        2121
## 280           BLQ        392          Unf          0       768        1160
## 281           GLQ        421          Unf          0       386         807
## 282           GLQ        905          Unf          0       357        1262
## 283           GLQ        904          Unf          0       410        1314
## 284           Unf          0          Unf          0      1468        1468
## 285           GLQ        430          Unf          0      1145        1575
## 286           Unf          0          Unf          0       625         625
## 287           Rec        600          Unf          0       312         912
## 288           BLQ        614          Unf          0       244         858
## 289           BLQ        450          Unf          0       432         882
## 290           Unf          0          Unf          0       698         698
## 291           Unf          0          Unf          0      1079        1079
## 292           Rec        210          Unf          0       570         780
## 293           LwQ        292          Unf          0       476         768
## 294           ALQ        795          Unf          0         0         795
## 295           GLQ       1285          Unf          0       131        1416
## 296           GLQ        819          Unf          0       184        1003
## 297           BLQ        420          Unf          0       490         910
## 298           BLQ        649          Unf          0       326         975
## 299           ALQ        384          Rec        175       143         702
## 300           Unf          0          Unf          0      1092        1092
## 301           BLQ        841          Unf          0       324        1165
## 302           GLQ        281          Unf          0       747        1028
## 303           Unf          0          Unf          0      1541        1541
## 304           ALQ        894          Unf          0         0         894
## 305           Unf          0          Unf          0      1470        1470
## 306           GLQ       1464          Unf          0       536        2000
## 307           ALQ        700          Unf          0         0         700
## 308           Unf          0          Unf          0       319         319
## 309           BLQ        262          Unf          0       599         861
## 310           GLQ       1274          Unf          0       622        1896
## 311           ALQ        518          Unf          0       179         697
## 312           ALQ        680          Unf          0       292         972
## 313           Rec        507          Unf          0       286         793
## 314           ALQ       1236          Rec        820        80        2136
## 315           LwQ         16          Unf          0       712         728
## 316           GLQ        425          Unf          0       291         716
## 317           GLQ        692          Unf          0       153         845
## 318           Unf          0          Unf          0      1088        1088
## 319           GLQ        987          Unf          0       360        1347
## 320           GLQ       1036          Unf          0       336        1372
## 321           Unf          0          Unf          0      1249        1249
## 322           GLQ        970          Unf          0       166        1136
## 323           LwQ         28          ALQ       1474         0        1502
## 324           ALQ        256          Unf          0       906        1162
## 325           Unf          0          Unf          0       710         710
## 326           BLQ        116          Unf          0       604         720
## 327           GLQ       1619          Unf          0       100        1719
## 328           Rec        565          Unf          0       818        1383
## 329           Unf          0          Unf          0       844         844
## 330           Unf          0          Unf          0       596         596
## 331           GLQ         40          Rec        264      1424        1728
## 332           Rec        846          Unf          0       210        1056
## 333           GLQ       1124         <NA>        479      1603        3206
## 334           GLQ        720          Unf          0       638        1358
## 335           GLQ        828          Unf          0       115         943
## 336           ALQ       1249          BLQ        147       103        1499
## 337           GLQ       1249          Unf          0       673        1922
## 338           GLQ        810          Unf          0       726        1536
## 339           ALQ        213          Unf          0       995        1208
## 340           Rec        585          Unf          0       630        1215
## 341           Unf          0          Unf          0       967         967
## 342           Unf          0          Unf          0       721         721
## 343          <NA>          0         <NA>          0         0           0
## 344           GLQ         28          Unf          0      1656        1684
## 345           Rec        129          BLQ        232       175         536
## 346           Unf          0          Unf          0       972         972
## 347           BLQ        498          Unf          0       460         958
## 348           BLQ       1270          Unf          0       208        1478
## 349           GLQ        573          Unf          0       191         764
## 350           GLQ       1410          Unf          0       438        1848
## 351           Unf          0          Unf          0      1869        1869
## 352           GLQ       1082          Unf          0       371        1453
## 353           LwQ        236          Rec        380         0         616
## 354           Unf          0          Unf          0       624         624
## 355           LwQ        388          Unf          0       552         940
## 356           ALQ        334          BLQ        544       322        1200
## 357           GLQ        560          Unf          0       598        1158
## 358           ALQ        874          Unf          0       268        1142
## 359           BLQ        300          Rec        294       468        1062
## 360           GLQ        956          Unf          0       130        1086
## 361           GLQ        773          Unf          0       115         888
## 362           Rec        399          Unf          0       484         883
## 363          <NA>          0         <NA>          0         0           0
## 364           ALQ        162          Unf          0       321         483
## 365           GLQ        712          Unf          0        84         796
## 366           Rec        456          Unf          0       216         672
## 367           BLQ        609          Unf          0       785        1394
## 368           GLQ        371          Unf          0       728        1099
## 369           LwQ        540          Unf          0       728        1268
## 370           ALQ         72          Rec        258       733        1063
## 371           Unf          0          Unf          0       953         953
## 372          <NA>          0         <NA>          0         0           0
## 373           ALQ        623          LwQ        121         0         744
## 374           BLQ        428          LwQ        180         0         608
## 375           Unf          0          Unf          0       847         847
## 376           BLQ        350          Unf          0       333         683
## 377           GLQ        298          Unf          0       572         870
## 378           Unf          0          Unf          0      1580        1580
## 379           GLQ       1445          Unf          0       411        1856
## 380           Unf          0          Unf          0       982         982
## 381           LwQ        218          Unf          0       808        1026
## 382           Unf          0          Unf          0      1293        1293
## 383           Unf          0          Unf          0       939         939
## 384           Unf          0          Unf          0       784         784
## 385           GLQ        985          Unf          0       595        1580
## 386           GLQ         24          Unf          0      1232        1256
## 387           Unf          0          Unf          0       658         658
## 388           ALQ        631          Unf          0       410        1041
## 389           Unf          0          Unf          0      1468        1468
## 390           GLQ       1280          Unf          0       402        1682
## 391           Rec        241          BLQ        391       229         861
## 392           ALQ        690          Unf          0       114         804
## 393          <NA>          0         <NA>          0         0           0
## 394           Rec        266          Unf          0       522         788
## 395           Unf          0          Unf          0       735         735
## 396           BLQ        739          Unf          0       405        1144
## 397           Rec        777          Unf          0       117         894
## 398           ALQ        540          Unf          0       324         864
## 399           Unf          0          Unf          0       961         961
## 400           GLQ        812          Unf          0       280        1092
## 401           GLQ        786          Unf          0       474        1260
## 402           GLQ         24          Unf          0      1286        1310
## 403           Unf          0          Unf          0       672         672
## 404           Unf          0          Unf          0      1141        1141
## 405           Unf          0          Unf          0       806         806
## 406           BLQ       1116          Unf          0       165        1281
## 407           Unf          0          Unf          0      1064        1064
## 408           Unf          0          Unf          0       840         840
## 409           Unf          0          Unf          0      1063        1063
## 410           GLQ        789          Unf          0       245        1034
## 411           Unf          0          Unf          0      1276        1276
## 412           Rec       1056          Unf          0         0        1056
## 413           GLQ        578          Unf          0       892        1470
## 414           Unf          0          Unf          0      1008        1008
## 415           BLQ         50          GLQ        531       499        1080
## 416           GLQ         24          Unf          0      1316        1340
## 417           ALQ        209          Unf          0       463         672
## 418           BLQ       1128          Unf          0       242        1370
## 419           ALQ        312          Unf          0       444         756
## 420           BLQ        775          Unf          0       281        1056
## 421           GLQ       1309          Unf          0        35        1344
## 422           ALQ       1246          Unf          0       356        1602
## 423           Unf          0          Unf          0       988         988
## 424           GLQ        986          Unf          0       484        1470
## 425           LwQ        616          Unf          0       580        1196
## 426           Unf          0          Unf          0       651         651
## 427           GLQ       1518          Unf          0         0        1518
## 428           Rec        288          Unf          0       619         907
## 429           GLQ        664          Unf          0       544        1208
## 430           GLQ       1005          Unf          0       387        1392
## 431           ALQ        387          Unf          0        96         483
## 432           Unf          0          Unf          0       901         901
## 433           ALQ        471          Unf          0       294         765
## 434           Unf          0          Unf          0       926         926
## 435           ALQ        495          Unf          0       135         630
## 436           GLQ        385          ALQ        344        70         799
## 437           Unf          0          Unf          0       648         648
## 438           Unf          0          Unf          0       884         884
## 439           LwQ        365          Unf          0        75         440
## 440           Unf          0          Unf          0       684         684
## 441           GLQ       1767          ALQ        539       788        3094
## 442           ALQ        133          Unf          0      1307        1440
## 443           Unf          0          Unf          0      1078        1078
## 444           Unf          0          Unf          0      1258        1258
## 445           GLQ        642          Unf          0       273         915
## 446           Unf          0          Unf          0      1436        1436
## 447           ALQ        247          Rec        713       557        1517
## 448           Unf          0          Unf          0       930         930
## 449           Unf          0          Unf          0       780         780
## 450           ALQ        331          Unf          0       318         649
## 451           Unf          0          Unf          0       813         813
## 452           ALQ        655          Unf          0       878        1533
## 453           ALQ        742          Unf          0       130         872
## 454           Unf          0          Unf          0       768         768
## 455           ALQ       1606          Unf          0       122        1728
## 456           ALQ        916          Unf          0       326        1242
## 457           Unf          0          Unf          0       624         624
## 458           BLQ       1116          Unf          0       248        1364
## 459           Unf          0          Unf          0       588         588
## 460           LwQ        185          Unf          0       524         709
## 461           GLQ        544          Unf          0       288         832
## 462           ALQ        350          BLQ        210         0         560
## 463           Rec        553          BLQ        311         0         864
## 464           LwQ        326          Unf          0       389         715
## 465           Rec        616          Unf          0       424        1040
## 466           Unf          0          Unf          0      1375        1375
## 467           GLQ        778          Unf          0       499        1277
## 468           LwQ        386          Unf          0       342         728
## 469           Unf          0          Unf          0      1626        1626
## 470           GLQ        426          Unf          0       406         832
## 471           GLQ        368          BLQ       1120         0        1488
## 472           Unf          0          Unf          0       808         808
## 473           GLQ        459          Unf          0        88         547
## 474           GLQ       1350          Unf          0       626        1976
## 475           GLQ       1196          Unf          0       298        1494
## 476           GLQ        630          Unf          0       340         970
## 477           GLQ        994          Unf          0       484        1478
## 478           Unf          0          Unf          0      2153        2153
## 479           GLQ       1288          Unf          0       417        1705
## 480           Rec        168          Unf          0       739         907
## 481           GLQ       1261          Unf          0       572        1833
## 482           GLQ       1567          Unf          0       225        1792
## 483           ALQ        299          Unf          0       611         910
## 484           GLQ        897          Unf          0       319        1216
## 485           ALQ        588          Unf          0       411         999
## 486           ALQ        607          Unf          0       506        1113
## 487           ALQ        836          Unf          0       237        1073
## 488           ALQ        998          Unf          0       486        1484
## 489           BLQ        664          Unf          0       290         954
## 490           GLQ        515          Unf          0       115         630
## 491           Unf          0          Unf          0       264         264
## 492           BLQ        403          Rec        165       238         806
## 493           Unf          0          Unf          0       728         728
## 494           BLQ        374          LwQ        532       363        1269
## 495           Unf          0          Unf          0       190         190
## 496           Rec        495          Unf          0       225         720
## 497           GLQ       1231          Unf          0      1969        3200
## 498           Rec        329          Unf          0       697        1026
## 499           ALQ        450          Unf          0       414         864
## 500           BLQ        111          LwQ        279       522         912
## 501           BLQ        356          Unf          0       316         672
## 502           GLQ        400          Unf          0       466         866
## 503           ALQ        698          GLQ         96       420        1214
## 504           ALQ       1247          Unf          0       254        1501
## 505           ALQ        257          Rec        495       103         855
## 506           Unf          0          Unf          0       960         960
## 507           GLQ        380          Unf          0       397         777
## 508           GLQ         27          Unf          0      1191        1218
## 509           Rec        141          Unf          0       548         689
## 510           ALQ        991          Unf          0        50        1041
## 511           BLQ        650          Rec        180       178        1008
## 512           Unf          0          Unf          0      1368        1368
## 513           BLQ        521          LwQ        174       169         864
## 514           ALQ        336          Unf          0       748        1084
## 515           Unf          0          Unf          0       768         768
## 516           GLQ       1436          Unf          0       570        2006
## 517           Unf          0          Unf          0       689         689
## 518           Unf          0          Unf          0      1264        1264
## 519           GLQ        706          Unf          0        88         794
## 520           Unf          0          Unf          0      1276        1276
## 521          <NA>          0         <NA>          0         0           0
## 522           Rec        777          Unf          0       467        1244
## 523           ALQ        399          Unf          0       605        1004
## 524           GLQ       2260          Unf          0       878        3138
## 525           GLQ        719          Unf          0       660        1379
## 526           Unf          0          Unf          0      1257        1257
## 527           Rec        377          Unf          0       551         928
## 528           GLQ       1330          Unf          0       122        1452
## 529           ALQ        348          Unf          0       180         528
## 530           Rec       1219          Unf          0       816        2035
## 531           GLQ        783          Unf          0       678        1461
## 532           Unf          0          Unf          0       611         611
## 533          <NA>          0         <NA>          0         0           0
## 534          <NA>          0         <NA>          0         0           0
## 535           Unf          0          Unf          0       707         707
## 536           GLQ        969          Unf          0       148        1117
## 537           Unf          0          Unf          0       880         880
## 538           BLQ        600          Unf          0       264         864
## 539           BLQ        673          Unf          0       378        1051
## 540           GLQ       1358          Unf          0       223        1581
## 541           GLQ       1260          Unf          0       578        1838
## 542           Unf          0          Unf          0       969         969
## 543           LwQ        144          GLQ       1127       379        1650
## 544           GLQ        584          LwQ        139         0         723
## 545           GLQ        554          Unf          0       100         654
## 546           GLQ       1002          LwQ        202         0        1204
## 547           Rec        300          Unf          0       765        1065
## 548           ALQ        619          Unf          0       149         768
## 549           LwQ        180          Rec        645         0         825
## 550           Unf          0          Unf          0       912         912
## 551           ALQ        559          Unf          0       510        1069
## 552           Rec        308          Unf          0       620         928
## 553           Unf          0          Unf          0      1709        1709
## 554          <NA>          0         <NA>          0         0           0
## 555           GLQ        866          Unf          0       132         998
## 556           Unf          0          Unf          0       993         993
## 557           Rec        895          Unf          0       197        1092
## 558           Rec        637          Unf          0         0         637
## 559           GLQ        604          Unf          0       125         729
## 560           Unf          0          Unf          0      1374        1374
## 561           ALQ       1302          Unf          0        90        1392
## 562           ALQ       1071          LwQ        123       195        1389
## 563           BLQ        290          Unf          0       706         996
## 564           Unf          0          Unf          0      1163        1163
## 565           GLQ        728          Unf          0       367        1095
## 566           Unf          0          Unf          0       806         806
## 567           Unf          0          Unf          0      1122        1122
## 568           GLQ          2          Unf          0      1515        1517
## 569           GLQ       1441          Unf          0        55        1496
## 570           GLQ        943          Unf          0         0         943
## 571           LwQ        231          Unf          0      1497        1728
## 572           BLQ        414          Unf          0       450         864
## 573           Unf          0          Unf          0       846         846
## 574           Unf          0          Unf          0       384         384
## 575           ALQ        349          Unf          0        23         372
## 576           Rec        442          Unf          0       390         832
## 577           Unf          0          Unf          0       861         861
## 578           LwQ        328          ALQ        551       285        1164
## 579           Unf          0          Unf          0       689         689
## 580           Unf          0          Unf          0      1050        1050
## 581           BLQ        594          Rec        219       331        1144
## 582           Unf          0          Unf          0      2042        2042
## 583           GLQ        816          Unf          0         0         816
## 584           Unf          0          Unf          0      1237        1237
## 585           Unf          0          Unf          0       884         884
## 586           GLQ       1460          Unf          0       408        1868
## 587           Rec        210          ALQ        606         0         816
## 588           ALQ        672          Unf          0       168         840
## 589           GLQ       1324          Unf          0       113        1437
## 590           Unf          0          Unf          0       742         742
## 591           GLQ        490          Unf          0       280         770
## 592           GLQ       1338          Unf          0       384        1722
## 593           GLQ        816          Unf          0         0         816
## 594           GLQ        685          Unf          0       163         848
## 595           Unf          0          Unf          0       924         924
## 596           GLQ       1422          Unf          0       392        1814
## 597           Unf          0          Unf          0       684         684
## 598           Unf          0          Unf          0      1258        1258
## 599           ALQ       1283          LwQ        147         0        1430
## 600           LwQ         81          GLQ        612        23         716
## 601           GLQ        546          Unf          0       512        1058
## 602           Unf          0          Unf          0       780         780
## 603           GLQ        789          Unf          0       119         908
## 604           Unf          0          Unf          0       600         600
## 605           GLQ        922          Unf          0       572        1494
## 606           BLQ        454          Unf          0       314         768
## 607           GLQ        732          Unf          0       308        1040
## 608           GLQ        603          Unf          0       293         896
## 609           BLQ        428          Unf          0       537         965
## 610           Rec        903          Unf          0       126        1029
## 611           GLQ        904          Unf          0       536        1440
## 612           ALQ        605          Unf          0       427        1032
## 613           GLQ        990          Unf          0       309        1299
## 614           ALQ        206          Unf          0       914        1120
## 615           LwQ        150          GLQ        480         0         630
## 616           GLQ        763          Unf          0       173         936
## 617           GLQ        457          Unf          0       326         783
## 618           Unf          0          Unf          0       832         832
## 619           GLQ         48          Unf          0      1774        1822
## 620           GLQ        871          Unf          0       611        1482
## 621           BLQ         41          Unf          0       823         864
## 622           ALQ        956          Rec        182       384        1522
## 623           BLQ        560          Unf          0       420         980
## 624           GLQ        420          Unf          0       336         756
## 625           Rec        247          Unf          0       485         732
## 626           Unf          0          Unf          0      1116        1116
## 627           Unf          0          Unf          0       978         978
## 628           BLQ        674          LwQ        132       350        1156
## 629           Rec        650          Unf          0       390        1040
## 630           GLQ        624          Rec        336       288        1248
## 631           Unf          0          Unf          0       636         636
## 632           GLQ         24          Unf          0      1530        1554
## 633           ALQ        822          Unf          0       564        1386
## 634           BLQ        480          LwQ        468       108        1056
## 635           GLQ       1056          Unf          0         0        1056
## 636           LwQ        256          Unf          0      1184        1440
## 637           Unf          0          Unf          0       264         264
## 638           Unf          0          Unf          0       811         811
## 639           Unf          0          Unf          0       796         796
## 640           GLQ       1154          Unf          0       366        1520
## 641           GLQ       1218          Unf          0       300        1518
## 642           GLQ        738          Unf          0       319        1057
## 643           GLQ       1410          Unf          0       542        1952
## 644           Rec        493          BLQ        287         0         780
## 645           GLQ       1121          Unf          0       645        1766
## 646           ALQ        282          LwQ         35       664         981
## 647          <NA>          0         <NA>          0         0           0
## 648           Rec        500          Unf          0       594        1094
## 649           Unf          0          Unf          0       756         756
## 650           BLQ        131          GLQ        499         0         630
## 651           Unf          0          Unf          0       813         813
## 652           Unf          0          Unf          0       755         755
## 653           Unf          0          Unf          0       880         880
## 654           Unf          0          Unf          0       756         756
## 655           GLQ       1696          Unf          0       413        2109
## 656           Unf          0          Unf          0       525         525
## 657           ALQ        806          Unf          0       247        1053
## 658           Unf          0          Unf          0       776         776
## 659           Unf          0          Unf          0       912         912
## 660           BLQ        637          Unf          0       849        1486
## 661           Unf          0          Unf          0       793         793
## 662           GLQ       1361          Rec        180        88        1629
## 663           Unf          0          Unf          0      1392        1392
## 664           BLQ        920          Rec        180        38        1138
## 665           GLQ       1721          Unf          0       356        2077
## 666           Unf          0          Unf          0      1406        1406
## 667           LwQ        187          Rec        723       111        1021
## 668           GLQ       1138          Unf          0       270        1408
## 669           Rec        988          Unf          0       200        1188
## 670           Unf          0          Unf          0       700         700
## 671           GLQ        193          Unf          0       545         738
## 672           BLQ        551          Unf          0       121         672
## 673           ALQ        767          Unf          0       441        1208
## 674           GLQ       1186          Unf          0       291        1477
## 675           Rec        892          Unf          0       244        1136
## 676           ALQ        311          Unf          0       544         855
## 677           Unf          0          Unf          0      1095        1095
## 678           Unf          0          Unf          0       768         768
## 679           Unf          0          Unf          0      2046        2046
## 680           Rec        827          Unf          0       161         988
## 681           BLQ        543          BLQ        119       261         923
## 682           Rec        182          Unf          0       611         793
## 683           GLQ       1003          Unf          0       288        1291
## 684           GLQ       1059          Unf          0       567        1626
## 685           Unf          0          Unf          0      1195        1195
## 686           GLQ        828          LwQ        182       180        1190
## 687           Unf          0          Unf          0       874         874
## 688           GLQ        239          Unf          0       312         551
## 689           GLQ        945          Unf          0       474        1419
## 690           ALQ         20          Unf          0      1342        1362
## 691           GLQ        697          Unf          0       151         848
## 692           GLQ       1455          Unf          0       989        2444
## 693           GLQ        965          Unf          0       245        1210
## 694           Unf          0          Unf          0      1073        1073
## 695           Unf          0          Unf          0       927         927
## 696           GLQ        980          LwQ         40        92        1112
## 697           LwQ        616          Unf          0         0         616
## 698           LwQ        210          ALQ        551       219         980
## 699           GLQ        553          BLQ        117       224         894
## 700           GLQ         16          Unf          0      1375        1391
## 701           GLQ       1274          Unf          0       526        1800
## 702           Unf          0          Unf          0      1164        1164
## 703           Unf          0          Unf          0      1234        1234
## 704           Unf          0          Unf          0       360         360
## 705           GLQ        712          Unf          0       761        1473
## 706          <NA>          0         <NA>          0         0           0
## 707           GLQ       1219          Unf          0       424        1643
## 708           GLQ        863          Unf          0       461        1324
## 709           Unf          0          Unf          0       728         728
## 710           Unf          0          Unf          0       876         876
## 711           Unf          0          Unf          0       270         270
## 712           Unf          0          Unf          0       859         859
## 713           GLQ        767          Unf          0       461        1228
## 714           ALQ        789          Unf          0       171         960
## 715           GLQ        533          Unf          0       192         725
## 716           Unf          0          Unf          0      1064        1064
## 717           Unf          0          Unf          0       718         718
## 718           BLQ       1084          Unf          0        92        1176
## 719           GLQ       1173          Unf          0       138        1311
## 720           ALQ        523          Unf          0       448         971
## 721           GLQ       1148          Unf          0       594        1742
## 722           GLQ        662          Unf          0       186         848
## 723           ALQ        191          Unf          0       673         864
## 724           Unf          0          Unf          0       941         941
## 725           GLQ       1234          Unf          0       464        1698
## 726           ALQ        375          BLQ        239       250         864
## 727           GLQ        808          Unf          0        72         880
## 728           GLQ        724          Unf          0       508        1232
## 729           Unf          0          Unf          0      1584        1584
## 730           BLQ        152          Unf          0       628         780
## 731           GLQ       1180          Unf          0       415        1595
## 732           GLQ        786          Unf          0        82         868
## 733           ALQ        252          Unf          0       901        1153
## 734           BLQ        594          Unf          0       270         864
## 735           Unf          0          Unf          0       948         948
## 736           Rec        390          Unf          0       490         880
## 737          <NA>          0         <NA>          0         0           0
## 738           Unf          0          Unf          0       893         893
## 739           GLQ       1200          Unf          0         0        1200
## 740           Unf          0          Unf          0       864         864
## 741           Unf          0          Unf          0       264         264
## 742           GLQ        832          Unf          0        80         912
## 743           Unf          0          Unf          0      1349        1349
## 744           ALQ        444          Unf          0        76         520
## 745           GLQ        733          Unf          0       604        1337
## 746           GLQ        575          ALQ         80       487        1142
## 747           GLQ        300          Unf          0       652         952
## 748           Unf          0          Unf          0      1240        1240
## 749           GLQ        919          Unf          0       801        1720
## 750          <NA>          0         <NA>          0         0           0
## 751           Unf          0          Unf          0       576         576
## 752           Unf          0          Unf          0       660         660
## 753           GLQ       1200          Unf          0       279        1479
## 754           Unf          0          Unf          0      1030        1030
## 755           GLQ        439          LwQ        472       115        1026
## 756           GLQ        381          Unf          0       348         729
## 757           GLQ         20          Unf          0       846         866
## 758           Rec        438          Unf          0       234         672
## 759           ALQ        549          Unf          0       195         744
## 760           LwQ         56          ALQ         64      1198        1318
## 761           Rec        612          Unf          0       252         864
## 762           LwQ        405          Unf          0       740        1145
## 763           GLQ         24          Unf          0       732         756
## 764           GLQ       1163          Unf          0        89        1252
## 765           LwQ        437          GLQ       1057         0        1494
## 766           Unf          0          Unf          0      1498        1498
## 767           GLQ        394          Unf          0       586         980
## 768           ALQ        660          Unf          0       323         983
## 769           GLQ         24          Unf          0      1836        1860
## 770           ALQ       1416          Unf          0       234        1650
## 771           GLQ        685          Unf          0       173         858
## 772           LwQ        836          Unf          0         0         836
## 773           ALQ        422          BLQ        127       480        1029
## 774           Rec        456          Unf          0       456         912
## 775           Unf          0          Unf          0      1935        1935
## 776           GLQ        866          Unf          0       338        1204
## 777           GLQ         20          Unf          0      1594        1614
## 778           ALQ        762          Unf          0       102         864
## 779          <NA>          0         <NA>          0         0           0
## 780           GLQ        975          Unf          0         0         975
## 781           Unf          0          Unf          0      1237        1237
## 782           ALQ        387          Unf          0       374         761
## 783           Unf          0          Unf          0      1413        1413
## 784           GLQ       1097          Unf          0         0        1097
## 785           Unf          0          Unf          0       742         742
## 786           Rec        251          LwQ        630       491        1372
## 787           LwQ        686          Unf          0         0         686
## 788           GLQ        656          Unf          0       300         956
## 789           Unf          0          Unf          0       901         901
## 790           LwQ        568          Unf          0       264         832
## 791           GLQ         16          Unf          0      1129        1145
## 792           ALQ        539          Unf          0       490        1029
## 793           GLQ        862          Unf          0       255        1117
## 794           Unf          0          Unf          0      1496        1496
## 795           Unf          0          Unf          0       712         712
## 796           Unf          0          Unf          0       650         650
## 797           Unf          0          Unf          0       660         660
## 798           BLQ        570          Unf          0       203         773
## 799           Unf          0          Unf          0      1926        1926
## 800           ALQ        569          Unf          0       162         731
## 801           GLQ        462          Unf          0       154         616
## 802           LwQ        197          Unf          0       999        1196
## 803           GLQ        648          Unf          0        80         728
## 804           Unf          0          Unf          0      1734        1734
## 805           LwQ        812          Unf          0       124         936
## 806           Unf          0          Unf          0      1417        1417
## 807           ALQ        400          Rec        480       100         980
## 808           GLQ       1309          Unf          0        15        1324
## 809           ALQ        516          BLQ        128       380        1024
## 810           Unf          0          Unf          0       849         849
## 811           ALQ        663          LwQ        377         0        1040
## 812           GLQ        662          Unf          0       186         848
## 813           Unf          0          Unf          0       540         540
## 814           Rec        608          Unf          0       834        1442
## 815           Unf          0          Unf          0       686         686
## 816           Unf          0          Unf          0      1649        1649
## 817           BLQ        486          Unf          0       522        1008
## 818           GLQ       1218          Unf          0       350        1568
## 819           GLQ        504          Unf          0       506        1010
## 820           GLQ        733          Unf          0       625        1358
## 821           Unf          0          Unf          0       798         798
## 822           Unf          0          Unf          0       936         936
## 823           Unf          0          Unf          0       847         847
## 824           Unf          0          Unf          0       778         778
## 825           Unf          0          Unf          0      1489        1489
## 826           GLQ       1636          Unf          0       442        2078
## 827           ALQ        784          Unf          0         0         784
## 828           GLQ         20          Unf          0      1434        1454
## 829           LwQ        249          ALQ        764         0        1013
## 830           Unf          0          Unf          0       600         600
## 831           Rec       1040          Unf          0       352        1392
## 832           Unf          0          Unf          0       600         600
## 833           GLQ        483          Unf          0       458         941
## 834           Rec        196          BLQ        345       975        1516
## 835           Rec        572          Unf          0       572        1144
## 836           BLQ        442          Unf          0       625        1067
## 837           Rec        338          Unf          0      1221        1559
## 838           BLQ        330          Unf          0       153         483
## 839           Unf          0          Unf          0      1099        1099
## 840           BLQ        352          Unf          0       416         768
## 841           BLQ        156          Unf          0       516         672
## 842           Unf          0          Unf          0       650         650
## 843           Rec        312          ALQ        539       276        1127
## 844           Unf          0          Unf          0      1800        1800
## 845           Unf          0          Unf          0       876         876
## 846           ALQ       1390          Unf          0         0        1390
## 847           ALQ        513          Unf          0       227         740
## 848           BLQ        460          Unf          0       404         864
## 849           Unf          0          Unf          0       907         907
## 850           Unf          0          Unf          0       528         528
## 851           GLQ        659          Unf          0       189         848
## 852           Unf          0          Unf          0      1273        1273
## 853           Rec        364          Unf          0       554         918
## 854           Rec        564          Unf          0       563        1127
## 855           ALQ        306          Rec       1085       372        1763
## 856           ALQ        659          Unf          0       381        1040
## 857           GLQ        505          LwQ        435         0         940
## 858           Unf          0          Unf          0       702         702
## 859           Unf          0          Unf          0      1090        1090
## 860           BLQ        619          Unf          0       435        1054
## 861           Unf          0          Unf          0       912         912
## 862           BLQ        841          Unf          0       198        1039
## 863           GLQ        338          Unf          0       702        1040
## 864           BLQ       1148          Unf          0         0        1148
## 865           Unf          0          Unf          0      1372        1372
## 866           BLQ        828          Unf          0       174        1002
## 867           Unf          0          Unf          0      1638        1638
## 868           ALQ        932          Unf          0       108        1040
## 869          <NA>          0         <NA>          0         0           0
## 870           GLQ        750          Unf          0       300        1050
## 871           Unf          0          Unf          0       894         894
## 872           GLQ        505          Unf          0       299         804
## 873           Unf          0          Unf          0       105         105
## 874           Rec        375          Unf          0       457         832
## 875           Unf          0          Unf          0       676         676
## 876           GLQ         64          Unf          0      1120        1184
## 877           ALQ        633          Unf          0       431        1064
## 878           GLQ       1170          Unf          0       292        1462
## 879           ALQ        899          Unf          0       210        1109
## 880           ALQ        646          Unf          0       218         864
## 881           ALQ        980          Unf          0       110        1090
## 882           LwQ        902          Unf          0       254        1156
## 883           Unf          0          Unf          0       808         808
## 884           Unf          0          Unf          0       795         795
## 885           BLQ        432          Unf          0       460         892
## 886           GLQ       1238          Unf          0       460        1698
## 887           LwQ        528          Unf          0      1098        1626
## 888           Unf          0          Unf          0       816         816
## 889           ALQ        351          Rec        823      1043        2217
## 890           BLQ       1024          Unf          0       481        1505
## 891           Unf          0          Unf          0       672         672
## 892           LwQ        226          Rec        500       192         918
## 893           GLQ        663          Unf          0       396        1059
## 894           BLQ       1064          Unf          0       319        1383
## 895          <NA>          0         <NA>          0         0           0
## 896           BLQ        400          Unf          0       380         780
## 897           ALQ        285          Unf          0       666         951
## 898          <NA>          0         <NA>          0         0           0
## 899           GLQ       2188          Unf          0       142        2330
## 900           BLQ        465          Unf          0       447         912
## 901           ALQ        322          Unf          0       536         858
## 902           BLQ        860          Unf          0       132         992
## 903           Unf          0          Unf          0       783         783
## 904           Unf          0          Unf          0      1670        1670
## 905           GLQ        599          Unf          0       277         876
## 906           Rec        354          LwQ        290       412        1056
## 907           GLQ         63          Unf          0      1560        1623
## 908           Rec        223          Unf          0       794        1017
## 909           BLQ        301          ALQ        324       239         864
## 910           Unf          0          Unf          0       742         742
## 911           Rec        443          Unf          0       662        1105
## 912           ALQ        196          Unf          0      1072        1268
## 913           Rec        489          Unf          0       279         768
## 914           BLQ        284          Unf          0       717        1001
## 915           GLQ        294          Unf          0       318         612
## 916           Unf          0          Unf          0       546         546
## 917           BLQ         50          Unf          0       430         480
## 918           ALQ       1059          Unf          0        75        1134
## 919           BLQ         48          GLQ        634       422        1104
## 920           ALQ        528          BLQ        411       245        1184
## 921           GLQ        814          Unf          0       114         928
## 922           ALQ       1084          Unf          0       188        1272
## 923           GLQ         28          Unf          0      1288        1316
## 924           LwQ        165          GLQ        841       598        1604
## 925           BLQ        625          LwQ       1061         0        1686
## 926           ALQ        767          LwQ         93       266        1126
## 927           Unf          0          Unf          0      1181        1181
## 928           BLQ        552          Unf          0       280         832
## 929           Unf          0          Unf          0      1753        1753
## 930           Unf          0          Unf          0       964         964
## 931           GLQ         16          Unf          0      1450        1466
## 932           BLQ        338          Rec        466       121         925
## 933           Unf          0          Unf          0      1905        1905
## 934           GLQ         20          Unf          0      1480        1500
## 935           GLQ        425          Unf          0       160         585
## 936           Unf          0          Unf          0       600         600
## 937           GLQ        833          Unf          0       343        1176
## 938           GLQ        341          Unf          0       772        1113
## 939           GLQ        464          Unf          0       927        1391
## 940           Unf          0          Unf          0      1032        1032
## 941           Rec        936          LwQ        396       396        1728
## 942           ALQ        772          Unf          0       220         992
## 943           GLQ       1440          Unf          0         0        1440
## 944           Unf          0          Unf          0      1632        1632
## 945           GLQ        111          Rec        354       354         819
## 946           LwQ       1088          Unf          0         0        1088
## 947           ALQ        748          BLQ        294       102        1144
## 948           GLQ       1300          Unf          0       316        1616
## 949           Unf          0          Unf          0       936         936
## 950           ALQ        982          Unf          0       179        1161
## 951           ALQ        398          BLQ        149       317         864
## 952           BLQ        641          Unf          0       187         828
## 953           GLQ        660          Unf          0       108         768
## 954           ALQ        562          LwQ        193        29         784
## 955           GLQ        945          Unf          0         0         945
## 956           Rec        484          Unf          0       495         979
## 957           ALQ        285          Unf          0       276         561
## 958           Rec        417          Unf          0       640        1057
## 959           GLQ        699          Unf          0       638        1337
## 960           ALQ        604          Unf          0        92         696
## 961           BLQ        696          Unf          0       162         858
## 962           ALQ        896          Unf          0       434        1330
## 963           ALQ        556          Unf          0       248         804
## 964           Unf          0          Unf          0      1800        1800
## 965           GLQ        624          Unf          0       193         817
## 966           Unf          0          Unf          0       783         783
## 967           Rec        428          Unf          0       300         728
## 968           ALQ        902          Unf          0       196        1098
## 969           Unf          0          Unf          0       600         600
## 970           ALQ        513          Unf          0        75         588
## 971           Unf          0          Unf          0       720         720
## 972           GLQ        567          Unf          0       197         764
## 973           Unf          0          Unf          0       918         918
## 974           Unf          0          Unf          0      1428        1428
## 975           Unf          0          Unf          0       728         728
## 976           GLQ        641          Unf          0        32         673
## 977           Unf          0          Unf          0       440         440
## 978           GLQ       1106          Unf          0       135        1241
## 979           LwQ        552          Unf          0       342         894
## 980           Rec        651          Unf          0       470        1121
## 981           ALQ        867          Unf          0        77         944
## 982           GLQ        854          Unf          0       371        1225
## 983           Unf          0          Unf          0      1266        1266
## 984           Unf          0          Unf          0      1128        1128
## 985          <NA>          0         <NA>          0         0           0
## 986           ALQ       1040          Unf          0       124        1164
## 987           Unf          0          Unf          0       485         485
## 988           GLQ       1646          Unf          0       284        1930
## 989           LwQ        156          Unf          0       692         848
## 990           Unf          0          Unf          0       770         770
## 991           GLQ       1074          Unf          0       322        1396
## 992           BLQ        216          Unf          0       700         916
## 993           BLQ        536          Rec        117       169         822
## 994           Unf          0          Unf          0       750         750
## 995           GLQ       1172          Unf          0       528        1700
## 996           ALQ        384          Unf          0       363         747
## 997           Rec        915          Unf          0       135        1050
## 998           Unf          0          Unf          0      1442        1442
## 999           Unf          0          Unf          0      1007        1007
## 1000          GLQ        686          Unf          0       501        1187
## 1001         <NA>          0         <NA>          0         0           0
## 1002          Unf          0          Unf          0       691         691
## 1003          GLQ         24          Unf          0      1550        1574
## 1004          Unf          0          Unf          0      1680        1680
## 1005          GLQ         16          Unf          0      1330        1346
## 1006          GLQ        595          Unf          0       390         985
## 1007          LwQ       1237          Unf          0       420        1657
## 1008          BLQ        273          LwQ        273         0         546
## 1009          Unf          0          Unf          0      1710        1710
## 1010          Unf          0          Unf          0      1008        1008
## 1011          Unf          0          Unf          0       720         720
## 1012         <NA>          0         <NA>          0         0           0
## 1013          Unf          0          Unf          0       602         602
## 1014          ALQ        247          Rec        465       310        1022
## 1015          BLQ        336          Unf          0       746        1082
## 1016          GLQ        643          Unf          0       167         810
## 1017          GLQ        690          Unf          0       814        1504
## 1018          GLQ       1036          Unf          0       184        1220
## 1019          Unf          0          Unf          0       384         384
## 1020          GLQ         16          Unf          0      1346        1362
## 1021          GLQ       1024          Unf          0       108        1132
## 1022          GLQ        684          Unf          0       515        1199
## 1023          LwQ        324          Unf          0       588         912
## 1024          GLQ         16          Unf          0      1330        1346
## 1025          ALQ       1165          LwQ        400         0        1565
## 1026          LwQ        138          Rec        468       276         882
## 1027          Rec        697          Unf          0       571        1268
## 1028          GLQ       1513          Unf          0       125        1638
## 1029          Rec        368          BLQ         41       359         768
## 1030          BLQ        317          Unf          0       355         672
## 1031          Unf          0          Unf          0       686         686
## 1032          GLQ        523          Unf          0       301         824
## 1033          GLQ       1012          Unf          0       326        1338
## 1034          GLQ        986          Unf          0       668        1654
## 1035          Unf          0          Unf          0       920         920
## 1036         <NA>          0         <NA>          0         0           0
## 1037          GLQ       1022          Unf          0       598        1620
## 1038          Unf          0          Unf          0      1055        1055
## 1039          Unf          0          Unf          0       546         546
## 1040          GLQ        509          Unf          0       121         630
## 1041          Rec        168          BLQ        682       284        1134
## 1042          GLQ        400          Rec         64       336         800
## 1043          ALQ        900          Unf          0       406        1306
## 1044          GLQ       1085          Unf          0       390        1475
## 1045          ALQ       1104          Unf          0      1420        2524
## 1046         <NA>          0         <NA>          0         0           0
## 1047          GLQ        240          Unf          0      1752        1992
## 1048          GLQ        686          Unf          0       304         990
## 1049         <NA>          0         <NA>          0         0           0
## 1050         <NA>          0         <NA>          0         0           0
## 1051          Unf          0          Unf          0      1302        1302
## 1052          Unf          0          Unf          0      1316        1316
## 1053          Rec        442          Unf          0       374         816
## 1054          Rec        383          Unf          0       833        1216
## 1055          GLQ        932          Unf          0       133        1065
## 1056          ALQ        644          Unf          0       549        1193
## 1057          GLQ        659          Unf          0       705        1364
## 1058          GLQ        595          Unf          0       378         973
## 1059          GLQ        936          Unf          0       168        1104
## 1060          Rec        297          LwQ        557         0         854
## 1061          GLQ        616          Unf          0       722        1338
## 1062          Unf          0          Unf          0       894         894
## 1063          Unf          0          Unf          0       662         662
## 1064          BLQ        397          Unf          0       706        1103
## 1065          BLQ        740          Rec        230       184        1154
## 1066          GLQ       1201          Unf          0       105        1306
## 1067          Unf          0          Unf          0       799         799
## 1068          GLQ        674          LwQ        106         0         780
## 1069          ALQ        837          Unf          0       105         942
## 1070          ALQ        220          Unf          0       625         845
## 1071          BLQ        586          Unf          0       462        1048
## 1072          Rec        298          Unf          0       429         727
## 1073          Unf          0          Unf          0       810         810
## 1074          BLQ        535          Unf          0       155         690
## 1075          Unf          0          Unf          0      1240        1240
## 1076          BLQ        410          Unf          0       390         800
## 1077          ALQ        626          Unf          0       170         796
## 1078          BLQ         75          Rec        791       230        1096
## 1079          GLQ        662          Unf          0       186         848
## 1080          GLQ        495          Unf          0       495         990
## 1081          ALQ        656          Unf          0       602        1258
## 1082          ALQ        824          Unf          0       216        1040
## 1083          Unf          0          Unf          0      1459        1459
## 1084          BLQ        553          Unf          0       698        1251
## 1085          ALQ        592          Unf          0        99         691
## 1086          GLQ        747          Unf          0       189         936
## 1087          BLQ        334          Unf          0       212         546
## 1088          Unf          0          Unf          0      1082        1082
## 1089          Unf          0          Unf          0       970         970
## 1090          GLQ       1039          Unf          0       208        1247
## 1091         <NA>          0         <NA>          0         0           0
## 1092          BLQ        510          Unf          0        90         600
## 1093          Rec        423          Unf          0       758        1181
## 1094          GLQ        661          Unf          0       203         864
## 1095          BLQ        248          Rec        240       448         936
## 1096          GLQ         24          Unf          0      1290        1314
## 1097          Unf          0          Unf          0       684         684
## 1098          Unf          0          Unf          0      1074        1074
## 1099          BLQ        672          Unf          0         0         672
## 1100          ALQ        704          Unf          0       567        1271
## 1101          Rec        290          Unf          0         0         290
## 1102          BLQ        412          LwQ        287       251         950
## 1103          Rec        588          Unf          0       422        1010
## 1104          ALQ        655          Unf          0         0         655
## 1105          Unf          0          Unf          0       630         630
## 1106          GLQ       1032          Unf          0       431        1463
## 1107          GLQ        738          Unf          0       172         910
## 1108          Unf          0          Unf          0       868         868
## 1109          Unf          0          Unf          0       924         924
## 1110          GLQ       1039          Unf          0       797        1836
## 1111          GLQ        219          Unf          0       554         773
## 1112          ALQ        403          Unf          0       400         803
## 1113          GLQ        708          Unf          0       108         816
## 1114          BLQ        643          Unf          0       365        1008
## 1115          Rec        415          Unf          0       418         833
## 1116          GLQ       1004          Unf          0       730        1734
## 1117          GLQ        353          Unf          0        55         408
## 1118          BLQ        702          Unf          0       192         894
## 1119          Unf          0          Unf          0       533         533
## 1120          LwQ        369          Unf          0       671        1040
## 1121          Unf          0          Unf          0      1012        1012
## 1122          GLQ         24          Unf          0      1528        1552
## 1123          Unf          0          Unf          0       672         672
## 1124          Unf          0          Unf          0       698         698
## 1125          Unf          0          Unf          0       384         384
## 1126          Unf          0          Unf          0      1005        1005
## 1127          Unf          0          Unf          0      1373        1373
## 1128          GLQ       1300          Unf          0       230        1530
## 1129          Unf          0          Unf          0       847         847
## 1130          GLQ        936          Unf          0         0         936
## 1131          BLQ        622          Unf          0       500        1122
## 1132          BLQ        212          Unf          0       762         974
## 1133          Unf          0          Unf          0      1008        1008
## 1134          GLQ        584          Unf          0       544        1128
## 1135          Unf          0          Unf          0       916         916
## 1136          Unf          0          Unf          0       960         960
## 1137          BLQ        280          Unf          0       752        1032
## 1138          Unf          0          Unf          0       780         780
## 1139          ALQ       1567          Unf          0         0        1567
## 1140          BLQ        645          Unf          0       270         915
## 1141          ALQ        852          Unf          0       100         952
## 1142          ALQ        381          Unf          0       399         780
## 1143          GLQ       1150          Unf          0       316        1466
## 1144          GLQ        288          Unf          0       718        1006
## 1145          BLQ        348          Unf          0       324         672
## 1146          Unf          0          Unf          0      1042        1042
## 1147          GLQ       1258          Unf          0        40        1298
## 1148          Rec        275          Unf          0       429         704
## 1149          Unf          0          Unf          0       572         572
## 1150          ALQ        624          Unf          0        26         650
## 1151          Unf          0          Unf          0       932         932
## 1152          BLQ        176          Unf          0      1290        1466
## 1153          ALQ        296          GLQ        547       230        1073
## 1154          ALQ        538          Unf          0       278         816
## 1155          ALQ        454          Unf          0       410         864
## 1156          ALQ       1157          Unf          0       280        1437
## 1157          ALQ        633          Unf          0       586        1219
## 1158          GLQ        904          Unf          0       410        1314
## 1159          Unf          0          Unf          0      1580        1580
## 1160          ALQ        442          Unf          0       459         901
## 1161          ALQ        311          Unf          0       544         855
## 1162          BLQ        728          Unf          0       568        1296
## 1163          BLQ        492          Unf          0       402         894
## 1164          GLQ       1198          Unf          0         0        1198
## 1165          ALQ        680          Rec        391       289        1360
## 1166          Unf          0          Unf          0      1502        1502
## 1167          Unf          0          Unf          0      1694        1694
## 1168          GLQ        786          Unf          0       173         959
## 1169          Rec        626          Unf          0       501        1127
## 1170          GLQ       1387          Unf          0       543        1930
## 1171          ALQ        522          Unf          0       574        1096
## 1172          ALQ        662          Unf          0       599        1261
## 1173          Unf          0          Unf          0       625         625
## 1174          Rec        152          BLQ        469       977        1598
## 1175          Rec        503          Unf          0       449         952
## 1176          GLQ        700          Unf          0       983        1683
## 1177          ALQ        658          Unf          0       218         876
## 1178          Rec        468          Unf          0       350         818
## 1179          Unf          0          Unf          0       731         731
## 1180         <NA>          0         <NA>          0         0           0
## 1181          LwQ       1216          Unf          0         0        1216
## 1182          GLQ       1480          Unf          0       120        1600
## 1183          GLQ       2096          Unf          0       300        2396
## 1184          Rec        821          Unf          0       299        1120
## 1185          Rec       1159          Unf          0       413        1572
## 1186          BLQ        392          Unf          0       392         784
## 1187          BLQ        440          Unf          0       538         978
## 1188          GLQ       1456          Unf          0       168        1624
## 1189          Unf          0          Unf          0       831         831
## 1190          Unf          0          Unf          0       994         994
## 1191          BLQ       1159          Unf          0        90        1249
## 1192          Unf          0          Unf          0       776         776
## 1193          Unf          0          Unf          0       702         702
## 1194          GLQ        883          Unf          0       341        1224
## 1195          ALQ        371          Unf          0       292         663
## 1196          Unf          0          Unf          0       728         728
## 1197          Unf          0          Unf          0       879         879
## 1198          Unf          0          Unf          0       815         815
## 1199          Unf          0          Unf          0      1212        1212
## 1200          Rec        547          Unf          0       504        1051
## 1201          Unf          0          Unf          0       864         864
## 1202          Unf          0          Unf          0       866         866
## 1203          Unf          0          Unf          0       884         884
## 1204          Unf          0          Unf          0      1630        1630
## 1205          ALQ        788          Unf          0       268        1056
## 1206          ALQ        485          BLQ        177      1496        2158
## 1207          Rec       1056          Unf          0         0        1056
## 1208          GLQ        340          Unf          0      1342        1682
## 1209          Rec        504          BLQ        108       319         931
## 1210          GLQ       1220          Unf          0       440        1660
## 1211          Unf          0          Unf          0      1055        1055
## 1212          GLQ        427          Unf          0       132         559
## 1213          Rec        344          Unf          0       328         672
## 1214          GLQ        648          Unf          0         0         648
## 1215          BLQ        784          Unf          0       141         925
## 1216          Rec        180          LwQ        374       340         894
## 1217         <NA>          0         <NA>          0         0           0
## 1218          GLQ        936          Unf          0       364        1300
## 1219         <NA>          0         <NA>          0         0           0
## 1220          Unf          0          Unf          0       672         672
## 1221          Rec        312          LwQ        600         0         912
## 1222          BLQ        250          LwQ        492       210         952
## 1223          Rec        196          Unf          0       844        1040
## 1224          LwQ        756          Unf          0      1380        2136
## 1225          GLQ        724          Unf          0        64         788
## 1226          GLQ        507          Unf          0        81         588
## 1227          Unf          0          Unf          0       894         894
## 1228          ALQ        595          Unf          0       317         912
## 1229          GLQ       1540          Unf          0       162        1702
## 1230          ALQ        666          Unf          0       409        1075
## 1231          GLQ        498          Rec        211       652        1361
## 1232          ALQ        803          Unf          0       303        1106
## 1233         <NA>          0         <NA>          0         0           0
## 1234          Rec       1000          Unf          0       188        1188
##      Heating HeatingQC CentralAir Electrical X1stFlrSF X2ndFlrSF LowQualFinSF
## 1       GasA        Ex          Y      SBrkr       856       854            0
## 2       GasA        Ex          Y      SBrkr      1262         0            0
## 3       GasA        Ex          Y      SBrkr       920       866            0
## 4       GasA        Gd          Y      SBrkr       961       756            0
## 5       GasA        Ex          Y      SBrkr      1145      1053            0
## 6       GasA        Ex          Y      SBrkr       796       566            0
## 7       GasA        Ex          Y      SBrkr      1694         0            0
## 8       GasA        Ex          Y      SBrkr      1107       983            0
## 9       GasA        Gd          Y      FuseF      1022       752            0
## 10      GasA        Ex          Y      SBrkr      1077         0            0
## 11      GasA        Ex          Y      SBrkr      1040         0            0
## 12      GasA        Ex          Y      SBrkr      1182      1142            0
## 13      GasA        TA          Y      SBrkr       912         0            0
## 14      GasA        Ex          Y      SBrkr      1494         0            0
## 15      GasA        TA          Y      SBrkr      1253         0            0
## 16      GasA        Ex          Y      FuseA       854         0            0
## 17      GasA        Ex          Y      SBrkr      1004         0            0
## 18      GasA        TA          Y      SBrkr      1296         0            0
## 19      GasA        Ex          Y      SBrkr      1114         0            0
## 20      GasA        TA          Y      SBrkr      1339         0            0
## 21      GasA        Ex          Y      SBrkr      1158      1218            0
## 22      GasA        Ex          Y      FuseF      1108         0            0
## 23      GasA        Ex          Y      SBrkr      1795         0            0
## 24      GasA        TA          Y      SBrkr      1060         0            0
## 25      GasA        Ex          Y      SBrkr      1060         0            0
## 26      GasA        Ex          Y      SBrkr      1600         0            0
## 27      GasA        TA          Y      SBrkr       900         0            0
## 28      GasA        Ex          Y      SBrkr      1704         0            0
## 29      GasA        TA          Y      SBrkr      1600         0            0
## 30      GasA        Fa          N      SBrkr       520         0            0
## 31      GasA        TA          N      SBrkr       649       668            0
## 32      GasA        Gd          Y      SBrkr      1228         0            0
## 33      GasA        Ex          Y      SBrkr      1234         0            0
## 34      GasA        Gd          Y      SBrkr      1700         0            0
## 35      GasA        Ex          Y      SBrkr      1561         0            0
## 36      GasA        Ex          Y      SBrkr      1132      1320            0
## 37      GasA        Ex          Y      SBrkr      1097         0            0
## 38      GasA        Gd          Y      SBrkr      1297         0            0
## 39      GasA        TA          Y      SBrkr      1057         0            0
## 40      GasA        TA          N      FuseP      1152         0            0
## 41      GasA        Ex          Y      SBrkr      1324         0            0
## 42      GasA        Gd          Y      SBrkr      1328         0            0
## 43      GasA        Gd          Y      SBrkr       884         0            0
## 44      GasA        TA          Y      SBrkr       938         0            0
## 45      GasA        Ex          Y      FuseA      1150         0            0
## 46      GasA        Ex          Y      SBrkr      1752         0            0
## 47      GasA        Ex          Y      SBrkr      1518       631            0
## 48      GasA        Ex          Y      SBrkr      1656         0            0
## 49      GasA        Gd          Y      SBrkr       736       716            0
## 50      GasA        Ex          Y      SBrkr       955         0            0
## 51      GasA        Gd          Y      SBrkr       794       676            0
## 52      GasA        TA          Y      SBrkr       816         0          360
## 53      GasA        TA          N      SBrkr       816         0            0
## 54      GasA        Gd          Y      SBrkr      1842         0            0
## 55      GasA        TA          Y      SBrkr      1360         0            0
## 56      GasA        Gd          Y      SBrkr      1425         0            0
## 57      GasA        Ex          Y      SBrkr       983       756            0
## 58      GasA        Ex          Y      SBrkr       860       860            0
## 59      GasA        Ex          Y      SBrkr      1426      1519            0
## 60      GasA        Ex          Y      SBrkr       780         0            0
## 61      GasA        Ex          Y      SBrkr      1158         0            0
## 62      GasA        TA          N      SBrkr       581       530            0
## 63      GasA        Ex          Y      SBrkr      1370         0            0
## 64      GasA        Gd          Y      SBrkr       902       808            0
## 65      GasA        Ex          Y      SBrkr      1057       977            0
## 66      GasA        Ex          Y      SBrkr      1143      1330            0
## 67      GasA        TA          Y      SBrkr      2207         0            0
## 68      GasA        Ex          Y      SBrkr      1479         0            0
## 69      GasA        TA          Y      SBrkr       747         0            0
## 70      GasW        TA          Y      SBrkr      1304       983            0
## 71      GasA        Ex          Y      SBrkr      2223         0            0
## 72      GasA        TA          Y      SBrkr       845         0            0
## 73      GasA        Gd          Y      SBrkr       885       833            0
## 74      GasA        Gd          Y      SBrkr      1086         0            0
## 75      GasA        Gd          N      SBrkr       840       765            0
## 76      GasA        TA          Y      SBrkr       526       462            0
## 77      GasA        Ex          Y      FuseA       952         0            0
## 78      GasA        TA          Y      SBrkr      1072       213            0
## 79      GasA        TA          N      SBrkr      1768         0            0
## 80      GasA        Gd          Y      SBrkr       682       548            0
## 81      GasA        TA          Y      SBrkr      1182       960            0
## 82      GasA        Ex          Y      SBrkr      1337         0            0
## 83      GasA        Ex          Y      SBrkr      1563         0            0
## 84      GasA        Gd          Y      SBrkr      1065         0            0
## 85      GasA        Gd          Y      SBrkr       804       670            0
## 86      GasA        Ex          Y      SBrkr      1301      1116            0
## 87      GasA        Ex          Y      SBrkr       684       876            0
## 88      GasA        Ex          Y      SBrkr       612       612            0
## 89      GasA        TA          N      SBrkr      1013         0          513
## 90      GasA        Ex          Y      SBrkr       990         0            0
## 91      GasA        TA          Y      FuseA      1040         0            0
## 92      GasA        TA          Y      SBrkr      1235         0            0
## 93      GasA        Ex          Y      SBrkr       964         0            0
## 94      GasW        Ex          N      SBrkr      1260      1031            0
## 95      GasA        Ex          Y      SBrkr       905       881            0
## 96      GasA        Gd          Y      SBrkr       680       790            0
## 97      GasA        Ex          Y      SBrkr      1588         0            0
## 98      GasA        TA          Y      FuseF       960         0            0
## 99      GasA        Fa          N      SBrkr       835         0            0
## 100     GasA        Fa          Y      SBrkr      1225         0            0
## 101     GasA        Gd          Y      SBrkr      1610         0            0
## 102     GasA        TA          Y      SBrkr       977       755            0
## 103     GasA        TA          Y      SBrkr      1535         0            0
## 104     GasA        Ex          Y      SBrkr      1226         0            0
## 105     GasA        Ex          Y      FuseF      1226       592            0
## 106     GasA        Ex          Y      SBrkr      1053       939            0
## 107     GasA        Gd          Y      SBrkr      1047         0            0
## 108     GasA        Ex          Y      SBrkr       789         0            0
## 109     GasW        TA          N      FuseF       997       520            0
## 110     GasA        Ex          Y      SBrkr      1844         0            0
## 111     GasA        Gd          Y      SBrkr      1216       639            0
## 112     GasA        Ex          Y      SBrkr       774       656            0
## 113     GasA        Ex          Y      SBrkr      1282      1414            0
## 114     GasA        TA          Y      SBrkr      2259         0            0
## 115     GasA        Ex          Y      SBrkr      1436       884            0
## 116     GasA        Gd          Y      SBrkr       729       729            0
## 117     GasA        TA          Y      SBrkr      1092         0            0
## 118     GasA        Gd          Y      SBrkr      1125         0            0
## 119     GasA        Gd          Y      SBrkr      1699      1523            0
## 120     GasA        Ex          Y      SBrkr       728       728            0
## 121     GasA        Ex          Y      SBrkr       988         0            0
## 122     GasA        Gd          Y      SBrkr       772       351            0
## 123     GasA        Gd          Y      SBrkr      1080         0            0
## 124     GasA        Ex          Y      SBrkr      1199         0            0
## 125     GasA        TA          Y      SBrkr      1586         0            0
## 126     GasA        Gd          N      SBrkr       520         0          234
## 127     GasA        TA          Y      SBrkr       958         0            0
## 128     GasA        Ex          Y      SBrkr       840         0            0
## 129     GasA        TA          Y      SBrkr       660       688            0
## 130     GasA        TA          Y      FuseA      1053         0            0
## 131     GasA        Ex          Y      SBrkr      1216       941            0
## 132     GasA        Ex          Y      SBrkr      1022      1032            0
## 133     GasA        Gd          Y      SBrkr      1327         0            0
## 134     GasA        Ex          Y      SBrkr      1296         0            0
## 135     GasA        Gd          Y      SBrkr      1721         0            0
## 136     GasA        Gd          Y      SBrkr      1682         0            0
## 137     GasA        TA          Y      SBrkr      1214         0            0
## 138     GasA        Gd          Y      SBrkr      1959         0            0
## 139     GasA        Ex          Y      SBrkr      1004       848            0
## 140     GasA        Ex          Y      SBrkr       928       836            0
## 141     GasA        TA          Y      SBrkr       864         0            0
## 142     GasA        Ex          Y      SBrkr      1734         0            0
## 143     GasA        Fa          Y      SBrkr       910       475            0
## 144     GasA        Ex          Y      SBrkr      1501         0            0
## 145     GasA        TA          Y      SBrkr      1728         0            0
## 146     GasA        Ex          Y      SBrkr       970       739            0
## 147     GasA        TA          Y      FuseA       875         0            0
## 148     GasA        Ex          Y      SBrkr       884      1151            0
## 149     GasA        Ex          Y      SBrkr      1080         0            0
## 150     GasA        Gd          Y      FuseA       896       448            0
## 151     GasA        TA          Y      SBrkr       969         0            0
## 152     GasA        Ex          Y      SBrkr      1710         0            0
## 153     GasA        Gd          Y      SBrkr      1097       896            0
## 154     GasA        Gd          Y      SBrkr      1252         0            0
## 155     GasA        TA          Y      FuseA      1200         0            0
## 156     Grav        Fa          N      FuseF       572       524            0
## 157     GasA        TA          Y      FuseF      1040         0            0
## 158     GasA        Ex          Y      SBrkr       774      1194            0
## 159     GasA        Ex          Y      SBrkr       991       956            0
## 160     GasA        Ex          Y      SBrkr      1392      1070            0
## 161     GasA        TA          Y      SBrkr      1232         0            0
## 162     GasA        Ex          Y      SBrkr      1572      1096            0
## 163     GasA        Ex          Y      SBrkr      1541         0            0
## 164     GasA        Ex          Y      SBrkr       882         0            0
## 165     GasA        Gd          Y      FuseA      1149       467            0
## 166     GasA        Gd          Y      SBrkr       808       547            0
## 167     GasA        Ex          Y      FuseA      1867         0            0
## 168     GasA        Ex          Y      SBrkr      1610       551            0
## 169     GasA        Ex          Y      SBrkr       840       880            0
## 170     GasA        TA          Y      SBrkr      1707         0            0
## 171     GasA        TA          Y      SBrkr       854         0          528
## 172     GasA        Fa          Y      SBrkr      1656         0            0
## 173     GasA        Gd          Y      SBrkr      1064       703            0
## 174     GasA        TA          Y      SBrkr      1362         0            0
## 175     GasA        TA          Y      SBrkr      1651         0            0
## 176     GasA        TA          Y      SBrkr      2158         0            0
## 177     GasA        TA          Y      SBrkr      1164       896            0
## 178     GasA        Ex          Y      SBrkr      1252       668            0
## 179     GasA        Ex          Y      SBrkr      2234         0            0
## 180     GasA        TA          Y      SBrkr       968         0            0
## 181     GasA        Ex          Y      SBrkr       769       756            0
## 182     GasA        Gd          Y      SBrkr       901       901            0
## 183     GasA        Ex          Y      SBrkr      1340         0            0
## 184     GasA        Ex          Y      SBrkr      1362       720            0
## 185     GasA        Gd          Y      SBrkr       936       316            0
## 186     GasA        Ex          Y      SBrkr      1518      1518          572
## 187     GasA        Ex          Y      SBrkr      1217         0            0
## 188     GasA        Ex          Y      SBrkr       808       704          144
## 189     GasA        TA          Y      SBrkr      1224         0            0
## 190     GasA        Ex          Y      SBrkr      1593         0            0
## 191     GasA        TA          Y      SBrkr      1549      1178            0
## 192     GasA        Gd          Y      SBrkr       725       754            0
## 193     GasA        Ex          Y      SBrkr      1431         0            0
## 194     GasA        Ex          Y      SBrkr       970       739            0
## 195     GasA        TA          Y      SBrkr       864         0            0
## 196     GasA        TA          Y      SBrkr       855       601            0
## 197     GasA        Ex          Y      SBrkr      1726         0            0
## 198     GasA        Gd          Y      SBrkr      1360      1360          392
## 199     GasA        Ex          Y      SBrkr       929       929          371
## 200     GasA        Ex          Y      SBrkr      1713         0            0
## 201     GasA        Ex          Y      SBrkr      1121         0            0
## 202     GasA        TA          Y      SBrkr      1279         0            0
## 203     GasA        Gd          Y      SBrkr       865       445            0
## 204     GasA        Ex          Y      SBrkr       848         0            0
## 205     GasA        TA          Y      SBrkr       720       564            0
## 206     GasA        Ex          Y      SBrkr      1442         0            0
## 207     GasA        TA          Y      SBrkr      1696         0            0
## 208     GasA        TA          Y      SBrkr      1100         0            0
## 209     GasA        Ex          Y      SBrkr      1180       882            0
## 210     GasA        Ex          Y      SBrkr      1092         0            0
## 211     GasA        TA          N      FuseA       864         0            0
## 212     GasA        Ex          Y      SBrkr      1212         0            0
## 213     GasA        Ex          Y      SBrkr       932       920            0
## 214     GasA        Ex          Y      SBrkr       990         0            0
## 215     GasA        Ex          Y      SBrkr       689       703            0
## 216     GasA        TA          Y      SBrkr      1236         0            0
## 217     GasA        Ex          Y      SBrkr      1436         0            0
## 218     GasA        Fa          N      SBrkr       810       518            0
## 219     GasA        Ex          Y      SBrkr      1137       817            0
## 220     GasA        Ex          Y      SBrkr      1248         0            0
## 221     GasA        Ex          Y      SBrkr      1498         0            0
## 222     GasA        Ex          Y      SBrkr      1010      1257            0
## 223     GasA        TA          Y      SBrkr       811       741            0
## 224     GasA        Gd          Y      SBrkr       864         0            0
## 225     GasA        Ex          Y      SBrkr      2392         0            0
## 226     GasA        TA          Y      SBrkr       630       672            0
## 227     GasA        Ex          Y      SBrkr      1214      1306            0
## 228     GasA        TA          Y      SBrkr       483       504            0
## 229     GasA        TA          Y      SBrkr       912         0            0
## 230     GasA        Ex          Y      SBrkr      1555         0            0
## 231     GasA        TA          Y      SBrkr      1194         0            0
## 232     GasA        Ex          Y      SBrkr      1490      1304            0
## 233     GasA        TA          Y      SBrkr       483       504            0
## 234     GasA        TA          Y      SBrkr       894         0            0
## 235     GasA        Ex          Y      SBrkr       860      1100            0
## 236     GasA        TA          Y      SBrkr       483       504            0
## 237     GasA        Ex          Y      SBrkr      1414         0            0
## 238     GasA        Ex          Y      SBrkr      1014       730            0
## 239     GasA        Ex          Y      SBrkr      1694         0            0
## 240     GasA        TA          Y      FuseA       798       689            0
## 241     GasA        Ex          Y      SBrkr      1566         0            0
## 242     GasA        Gd          Y      SBrkr       866         0            0
## 243     GasA        Gd          N      FuseA       889       551            0
## 244     GasA        TA          Y      SBrkr       626       591            0
## 245     GasA        Ex          Y      SBrkr      1222       888            0
## 246     GasA        Gd          Y      SBrkr      1872         0            0
## 247     GasA        Gd          N      FuseP       908      1020            0
## 248     GasA        Ex          Y      SBrkr      1375         0            0
## 249     GasA        Ex          Y      SBrkr       840       828            0
## 250     GasA        Gd          Y      SBrkr      1444       700            0
## 251     GasA        Ex          Y      SBrkr      1306         0            0
## 252     GasA        Ex          Y      SBrkr      1625         0            0
## 253     GasA        Ex          Y      SBrkr       798       842            0
## 254     GasA        Ex          Y      SBrkr      1302         0            0
## 255     GasA        TA          Y      SBrkr      1314         0            0
## 256     GasA        Ex          Y      SBrkr      1005      1286            0
## 257     GasA        Ex          Y      SBrkr       864       864            0
## 258     GasA        Ex          Y      SBrkr      1604         0            0
## 259     GasA        Ex          Y      SBrkr       963       829            0
## 260     GasA        Gd          Y      FuseA       882         0            0
## 261     GasA        TA          Y      SBrkr      1382         0            0
## 262     GasA        Ex          Y      SBrkr      1482      1092            0
## 263     GasA        TA          Y      SBrkr      1212         0            0
## 264     GasA        TA          Y      SBrkr       926         0          390
## 265     GasA        Gd          N      FuseP       764         0            0
## 266     GasA        TA          Y      SBrkr      1422         0            0
## 267     GasA        Gd          Y      SBrkr       802       709            0
## 268     GasA        Ex          Y      SBrkr      1052       720          420
## 269     GasA        Ex          Y      SBrkr       778         0            0
## 270     GasA        TA          Y      SBrkr      1113         0            0
## 271     GasA        Gd          Y      SBrkr      1095       844            0
## 272     GasA        Ex          Y      SBrkr      1363         0            0
## 273     GasA        Ex          Y      SBrkr      1164      1106            0
## 274     GasA        Gd          Y      SBrkr      1632         0            0
## 275     GasA        TA          Y      SBrkr       816         0            0
## 276     GasW        Gd          N      SBrkr       952       596            0
## 277     GasA        Ex          Y      SBrkr      1560         0            0
## 278     GasA        Ex          Y      SBrkr       864         0            0
## 279     GasA        Ex          Y      SBrkr      2121         0            0
## 280     GasA        Ex          Y      SBrkr      1156       866            0
## 281     GasA        Gd          Y      SBrkr      1175       807            0
## 282     GasA        Gd          Y      SBrkr      1262         0            0
## 283     GasA        Ex          Y      SBrkr      1314         0            0
## 284     GasA        Ex          Y      SBrkr      1468         0            0
## 285     GasA        Gd          Y      SBrkr      1575         0            0
## 286     GasA        Ex          Y      SBrkr       625       625            0
## 287     GasA        TA          Y      SBrkr      1085       649            0
## 288     GasA        TA          Y      SBrkr       858         0            0
## 289     GasA        TA          Y      SBrkr       900         0            0
## 290     GasA        Ex          Y      FuseA       698       698            0
## 291     GasA        Ex          Y      SBrkr      1079       840            0
## 292     GasA        Ex          N      SBrkr       936       780            0
## 293     GasA        Gd          Y      SBrkr      1148       568            0
## 294     GasA        Fa          Y      SBrkr      1468       795            0
## 295     GasA        TA          Y      SBrkr      1644         0            0
## 296     GasA        TA          Y      SBrkr      1003         0            0
## 297     GasA        TA          Y      FuseA       910       648            0
## 298     GasA        Ex          Y      SBrkr       975       975            0
## 299     GasA        Gd          Y      SBrkr      1041       702            0
## 300     GasA        Ex          Y      SBrkr      1152         0            0
## 301     GasA        TA          Y      SBrkr      1336         0            0
## 302     GasA        Ex          Y      SBrkr      1210      1242            0
## 303     GasA        Ex          Y      SBrkr      1541         0            0
## 304     GasA        TA          Y      SBrkr       894         0            0
## 305     GasA        Ex          Y      SBrkr      1675      1818            0
## 306     GasA        Ex          Y      SBrkr      2000         0            0
## 307     GasA        Gd          Y      SBrkr      1122      1121            0
## 308     GasA        TA          Y      FuseA      1035       371            0
## 309     GasA        Ex          Y      SBrkr       861         0            0
## 310     GasA        Ex          Y      SBrkr      1944         0            0
## 311     GasA        Gd          Y      SBrkr       697       804            0
## 312     GasA        Ex          Y      SBrkr       972         0            0
## 313     GasA        TA          Y      SBrkr       793       325            0
## 314     GasW        TA          Y      SBrkr      2036         0            0
## 315     GasA        Ex          Y      SBrkr       832       809            0
## 316     GasA        Ex          Y      SBrkr       716       716            0
## 317     GasA        TA          Y      SBrkr      1153      1200            0
## 318     GasA        Ex          Y      SBrkr      1088       871            0
## 319     GasA        Ex          Y      SBrkr      1372      1274            0
## 320     GasA        TA          Y      SBrkr      1472         0            0
## 321     GasA        Ex          Y      SBrkr      1249      1347            0
## 322     GasA        Ex          Y      SBrkr      1136      1332            0
## 323     GasA        Ex          Y      SBrkr      1553      1177            0
## 324     GasA        Ex          Y      SBrkr      1163         0            0
## 325     GasA        Ex          Y      SBrkr      1898      1080            0
## 326     GasA        Po          N      FuseF       803         0            0
## 327     GasA        Ex          Y      SBrkr      1719         0            0
## 328     GasA        TA          Y      SBrkr      1383         0            0
## 329     GasA        Gd          N      FuseA      1445       689            0
## 330     GasA        TA          N      SBrkr       596       596            0
## 331     GasA        TA          Y      SBrkr      1728         0            0
## 332     GasA        Fa          Y      SBrkr      1056         0            0
## 333     GasA        Ex          Y      SBrkr      1629         0            0
## 334     GasA        Ex          Y      SBrkr      1358         0            0
## 335     GasA        Gd          Y      SBrkr       943       695            0
## 336     GasA        Ex          Y      SBrkr      1619       167            0
## 337     GasA        Ex          Y      SBrkr      1922         0            0
## 338     GasA        Ex          Y      SBrkr      1536         0            0
## 339     GasA        Ex          Y      SBrkr      1621         0            0
## 340     GasA        TA          Y      FuseA      1215         0            0
## 341     GasA        Ex          Y      SBrkr       993       915            0
## 342     GasA        Gd          Y      SBrkr       841         0            0
## 343     Wall        Fa          N      FuseA      1040         0            0
## 344     GasA        Ex          Y      SBrkr      1684         0            0
## 345     GasA        TA          Y      SBrkr       536       576            0
## 346     GasA        Gd          Y      SBrkr       972       605            0
## 347     GasA        TA          Y      SBrkr       958         0            0
## 348     GasA        Ex          Y      FuseA      1478         0            0
## 349     GasA        Ex          Y      SBrkr       764       862            0
## 350     GasA        Ex          Y      SBrkr      1848       880            0
## 351     GasA        Ex          Y      SBrkr      1869         0            0
## 352     GasA        Gd          Y      SBrkr      1453         0            0
## 353     GasA        TA          N      SBrkr       616       495            0
## 354     GasA        Gd          Y      SBrkr       720         0            0
## 355     GasA        Ex          Y      SBrkr      1192       403            0
## 356     GasA        Ex          Y      SBrkr      1200         0            0
## 357     GasA        Gd          Y      SBrkr      1167         0            0
## 358     GasA        TA          Y      SBrkr      1142         0            0
## 359     GasA        Ex          Y      FuseF      1352         0            0
## 360     GasA        Ex          Y      SBrkr      1086       838            0
## 361     GasA        Ex          Y      SBrkr       912         0            0
## 362     GasA        Gd          Y      SBrkr       988       517            0
## 363     GasA        Ex          Y      SBrkr       495      1427            0
## 364     GasA        Gd          Y      SBrkr       483       504            0
## 365     GasA        TA          Y      SBrkr       790       784            0
## 366     GasA        Gd          Y      FuseA       672       672            0
## 367     GasA        Gd          Y      SBrkr      1394         0            0
## 368     GasA        Gd          Y      SBrkr      1431         0            0
## 369     GasA        Gd          Y      SBrkr      1268         0            0
## 370     GasA        Ex          Y      SBrkr      1287         0            0
## 371     GasA        Ex          Y      SBrkr       953       711            0
## 372     GasA        TA          Y      SBrkr      1120       468            0
## 373     GasA        TA          Y      SBrkr       752         0            0
## 374     GasA        TA          Y      SBrkr      1319         0            0
## 375     GasA        Ex          Y      SBrkr       847      1081            0
## 376     GasA        Gd          N      FuseA       904         0            0
## 377     GasA        Ex          Y      SBrkr       914         0            0
## 378     GasA        Ex          Y      SBrkr      1580       886            0
## 379     GasA        Ex          Y      SBrkr      1856         0            0
## 380     GasA        Ex          Y      SBrkr      1007       793            0
## 381     GasA        TA          Y      SBrkr      1026       665            0
## 382     GasA        Ex          Y      SBrkr      1301         0            0
## 383     GasA        Ex          Y      SBrkr       939       858            0
## 384     GasA        TA          N      FuseA       784         0            0
## 385     GasA        Ex          Y      SBrkr      1079       874            0
## 386     GasA        Ex          Y      SBrkr      1269         0            0
## 387     GasA        TA          Y      SBrkr       658       526            0
## 388     GasA        Ex          Y      SBrkr      1125         0            0
## 389     GasA        Ex          Y      SBrkr      1479         0            0
## 390     GasA        Ex          Y      SBrkr      1742       590            0
## 391     GasA        Ex          Y      SBrkr       961       406            0
## 392     GasA        Ex          Y      SBrkr       804      1157            0
## 393     GasA        TA          Y      SBrkr       882         0            0
## 394     GasA        TA          Y      FuseA       788         0            0
## 395     GasA        Gd          Y      FuseA       735       299            0
## 396     GasA        TA          Y      SBrkr      1144         0            0
## 397     GasA        TA          Y      SBrkr       894         0            0
## 398     GasA        TA          Y      SBrkr       876       936            0
## 399     GasA        Gd          Y        Mix      1077         0            0
## 400     GasA        Ex          Y      SBrkr      1112       438            0
## 401     GasA        Ex          Y      SBrkr      1288         0            0
## 402     GasA        Ex          Y      SBrkr      1310         0            0
## 403     GasA        Ex          Y      SBrkr       672         0            0
## 404     GasA        Gd          Y      SBrkr      1165      1098            0
## 405     GasA        Gd          Y      SBrkr       806       766            0
## 406     GasA        Ex          Y      SBrkr      1620         0            0
## 407     GasA        Ex          Y      FuseA      1166         0          473
## 408     GasA        Ex          Y      SBrkr       840       840            0
## 409     GasA        Ex          Y      SBrkr      1071      1101            0
## 410     GasA        Ex          Y      SBrkr      1050      1028            0
## 411     GasA        TA          Y      FuseA      1276         0            0
## 412     GasA        TA          N      SBrkr      1056         0            0
## 413     GasA        Ex          Y      SBrkr      1478         0            0
## 414     GasA        Gd          Y      FuseA      1028         0            0
## 415     GasA        Ex          Y      SBrkr      1080      1017            0
## 416     GasA        Ex          Y      SBrkr      1340         0            0
## 417     GasA        TA          Y      SBrkr       672       728            0
## 418     GasW        TA          N      FuseA      1370      1254            0
## 419     GasA        Fa          N      FuseF       756       378            0
## 420     GasA        Ex          Y      SBrkr      1056         0            0
## 421     GasA        Ex          Y      SBrkr      1344         0            0
## 422     GasA        Gd          Y      SBrkr      1602         0            0
## 423     GasA        Ex          Y      FuseA       988         0            0
## 424     GasA        Gd          Y      SBrkr      1470      1160            0
## 425     GasA        Gd          Y      FuseA      1196         0            0
## 426     GasA        Gd          Y      SBrkr       707       682            0
## 427     GasA        Gd          Y      SBrkr      1644         0            0
## 428     GasA        Ex          Y      SBrkr       907         0            0
## 429     GasA        Ex          Y      SBrkr      1208         0            0
## 430     GasA        TA          Y      SBrkr      1412         0            0
## 431     GasA        TA          Y      SBrkr       483       504            0
## 432     GasA        Gd          Y      SBrkr      1088       110            0
## 433     GasA        Ex          Y      SBrkr       765       600            0
## 434     GasA        Ex          Y      SBrkr       926       678            0
## 435     GasA        Gd          Y      SBrkr       630         0            0
## 436     GasA        Ex          Y      SBrkr       827       834            0
## 437     GasA        TA          Y      FuseA       734       384            0
## 438     GasA        Gd          Y      SBrkr       904         0            0
## 439     GasA        TA          N      SBrkr       694         0            0
## 440     GasA        Gd          Y      SBrkr       684       512            0
## 441     GasA        Ex          Y      SBrkr      2402         0            0
## 442     GasA        TA          N      FuseF      1440         0            0
## 443     GasA        TA          Y      SBrkr      1128       445            0
## 444     GasA        Ex          Y      SBrkr      1258         0            0
## 445     GasA        Ex          Y      SBrkr       933       975            0
## 446     GasA        Fa          Y      SBrkr      1689         0            0
## 447     GasA        Ex          Y      SBrkr      1888         0            0
## 448     GasA        Gd          Y      SBrkr       956       930            0
## 449     GasA        TA          Y      SBrkr       780       596            0
## 450     GasA        Ex          Y      SBrkr       679       504            0
## 451     GasA        Ex          Y      FuseA       813         0            0
## 452     GasA        TA          Y      SBrkr      1533         0            0
## 453     GasA        Ex          Y      SBrkr       888       868            0
## 454     GasA        Ex          Y      SBrkr       786       804            0
## 455     GasA        TA          Y      SBrkr      1728         0            0
## 456     GasA        Fa          Y      SBrkr      1242         0            0
## 457     GasA        Fa          N      SBrkr       624       720            0
## 458     GasA        Ex          Y      SBrkr      1663         0            0
## 459     GasA        Fa          Y      SBrkr       833       833            0
## 460     GasA        TA          Y      SBrkr       979       224            0
## 461     GasA        Ex          Y      SBrkr       832      1103            0
## 462     GasA        Ex          Y      SBrkr       575       560            0
## 463     GasA        Gd          Y      SBrkr       864         0            0
## 464     GasA        Fa          Y      FuseA       849       811            0
## 465     GasA        TA          Y      SBrkr      1040         0            0
## 466     GasA        Ex          Y      SBrkr      1414         0            0
## 467     GasA        TA          Y      SBrkr      1277         0            0
## 468     GasA        Ex          Y      SBrkr       888       756            0
## 469     GasA        Ex          Y      SBrkr      1634         0            0
## 470     GasA        Ex          Y      SBrkr       832       878            0
## 471     GasA        TA          Y      SBrkr      1502         0            0
## 472     GasA        TA          Y      SBrkr      1161       808            0
## 473     GasA        Ex          Y      SBrkr      1072         0            0
## 474     GasA        Ex          Y      SBrkr      1976         0            0
## 475     GasA        Ex          Y      SBrkr      1652         0            0
## 476     GasA        TA          Y      SBrkr       970         0            0
## 477     GasA        Ex          Y      SBrkr      1493         0            0
## 478     GasA        Ex          Y      SBrkr      2069       574            0
## 479     GasA        Ex          Y      SBrkr      1718         0            0
## 480     GasA        TA          Y      SBrkr      1131         0            0
## 481     GasA        Ex          Y      SBrkr      1850         0            0
## 482     GasA        Ex          Y      SBrkr      1792         0            0
## 483     GasA        Ex          Y      SBrkr       916       910            0
## 484     GasA        Ex          Y      SBrkr      1216         0            0
## 485     GasA        Gd          Y      SBrkr       999         0            0
## 486     GasA        Gd          Y      SBrkr      1113         0            0
## 487     GasA        TA          Y      SBrkr      1073         0            0
## 488     GasA        Gd          Y      SBrkr      1484         0            0
## 489     GasA        TA          N      FuseA      1766       648            0
## 490     GasA        TA          Y      SBrkr       630         0            0
## 491     GasA        TA          Y      SBrkr       616       688            0
## 492     GasA        TA          Y      FuseA       958       620            0
## 493     GasA        Gd          Y      SBrkr       728       728            0
## 494     GasA        TA          Y      FuseA      1269         0            0
## 495     GasA        Gd          Y      FuseA       886         0            0
## 496     GasA        TA          N      FuseA       720         0            0
## 497     GasA        Ex          Y      SBrkr      3228         0            0
## 498     GasA        Ex          Y      SBrkr      1133       687            0
## 499     GasA        Ex          Y      SBrkr       899         0            0
## 500     GasA        Fa          Y      SBrkr       912         0            0
## 501     GasA        TA          Y      SBrkr       672       546            0
## 502     GasA        Gd          Y      SBrkr       866       902            0
## 503     GasA        Ex          Y      SBrkr      1214         0            0
## 504     GasA        TA          Y      SBrkr      1801         0            0
## 505     GasA        TA          Y      SBrkr       855       467            0
## 506     GasA        Gd          Y      SBrkr       960      1000            0
## 507     GasA        Ex          Y      SBrkr      1065       846            0
## 508     GasA        Ex          Y      SBrkr      1218         0            0
## 509     GasA        Ex          Y      SBrkr       689       689            0
## 510     GasA        Ex          Y      SBrkr      1041         0            0
## 511     GasA        Ex          Y      SBrkr      1363         0            0
## 512     GasA        Ex          Y      SBrkr      1368         0            0
## 513     GasA        TA          Y      SBrkr       864         0            0
## 514     GasA        TA          Y      SBrkr      1080         0            0
## 515     Grav        Fa          N      SBrkr       789         0            0
## 516     GasA        Ex          Y      SBrkr      2020         0            0
## 517     GasA        TA          Y      SBrkr      1378       741            0
## 518     GasA        Ex          Y      SBrkr      1277      1067            0
## 519     GasA        Ex          Y      SBrkr       882       914            0
## 520     GasA        Ex          Y      SBrkr      1276       804            0
## 521     GasA        TA          N      FuseA       694       600            0
## 522     GasA        Ex          Y      FuseA      1244         0            0
## 523     GasA        Ex          Y      SBrkr      1004       660            0
## 524     GasA        Ex          Y      SBrkr      3138      1538            0
## 525     GasA        Ex          Y      SBrkr      1383      1015            0
## 526     GasA        Ex          Y      SBrkr      1266         0            0
## 527     GasA        TA          Y      SBrkr       928         0            0
## 528     GasA        Ex          Y      SBrkr      1476      1237            0
## 529     GasA        Ex          Y      SBrkr       605         0            0
## 530     GasA        TA          Y      SBrkr      2515         0            0
## 531     GasA        Ex          Y      SBrkr      1509         0            0
## 532     GasA        Ex          Y      SBrkr       751       611            0
## 533     GasA        Ex          Y      SBrkr       827         0            0
## 534     GasA        Fa          N      FuseF       334         0            0
## 535     GasA        Ex          Y      SBrkr       707       707            0
## 536     GasA        TA          Y      SBrkr       820       527            0
## 537     GasA        Ex          Y      SBrkr       880       844            0
## 538     GasA        TA          Y      SBrkr       864         0            0
## 539     GasA        TA          Y      SBrkr      1159         0            0
## 540     GasA        Ex          Y      SBrkr      1601         0            0
## 541     GasA        Ex          Y      SBrkr      1838         0            0
## 542     GasA        Ex          Y      SBrkr       997      1288            0
## 543     GasA        Ex          Y      SBrkr      1680         0            0
## 544     GasA        Ex          Y      SBrkr       767         0            0
## 545     GasA        Ex          Y      SBrkr       664       832            0
## 546     GasA        Gd          Y      SBrkr      1377       806            0
## 547     GasA        Ex          Y      FuseA       915       720            0
## 548     GasA        Ex          Y      SBrkr       768         0            0
## 549     GasA        TA          Y      SBrkr       825         0            0
## 550     GasA        Ex          Y      SBrkr       912      1182            0
## 551     GasA        TA          Y      SBrkr      1069         0            0
## 552     GasA        Gd          Y      FuseA       928         0            0
## 553     GasA        Ex          Y      SBrkr      1717         0            0
## 554     GasA        Ex          Y      SBrkr      1126         0            0
## 555     GasA        Ex          Y      SBrkr      1006      1040            0
## 556     GasA        TA          Y      FuseA      1048         0            0
## 557     GasA        TA          Y      FuseA      1092         0            0
## 558     GasA        Gd          Y      SBrkr       897       439            0
## 559     GasA        Ex          Y      SBrkr       729       717            0
## 560     GasA        Ex          Y      SBrkr      1557         0            0
## 561     GasA        TA          Y      SBrkr      1392         0            0
## 562     GasA        Gd          Y      SBrkr      1389         0            0
## 563     GasA        Ex          Y      SBrkr       996         0            0
## 564     GasA        Ex          Y      SBrkr      1163       511            0
## 565     GasA        Ex          Y      SBrkr      1166      1129            0
## 566     GasA        TA          N      FuseF       841       806            0
## 567     GasA        Ex          Y      SBrkr      1134      1370            0
## 568     GasA        Ex          Y      SBrkr      1535         0            0
## 569     GasA        Ex          Y      SBrkr      1496       636            0
## 570     GasA        TA          Y      SBrkr       943         0            0
## 571     GasA        TA          Y      SBrkr      1728         0            0
## 572     GasA        Ex          Y      SBrkr       864         0            0
## 573     GasA        Gd          Y      SBrkr       846       846            0
## 574     GasA        Ex          Y      SBrkr       774       656            0
## 575     GasA        TA          Y      SBrkr       576       533            0
## 576     GasA        TA          Y      SBrkr       832       384            0
## 577     GasA        Gd          Y      SBrkr       877       600            0
## 578     GasA        Ex          Y      SBrkr      1320         0            0
## 579     GasA        Ex          Y      SBrkr       703       689            0
## 580     GasA        Ex          N      FuseF      1050       745            0
## 581     GasA        Ex          Y      SBrkr      1429         0            0
## 582     GasA        Ex          Y      SBrkr      2042         0            0
## 583     GasA        TA          Y      SBrkr       816         0            0
## 584     GasA        Gd          Y      SBrkr      1521      1254            0
## 585     GasA        Ex          Y      SBrkr       989       584            0
## 586     GasA        Ex          Y      SBrkr      2028         0            0
## 587     GasA        Ex          Y      SBrkr       838         0            0
## 588     GasA        TA          Y      SBrkr       860         0            0
## 589     GasA        Ex          Y      SBrkr      1473         0            0
## 590     GasA        TA          Y      FuseA       779         0          156
## 591     GasA        Ex          Y      SBrkr       770       812            0
## 592     GasA        Ex          Y      SBrkr      1728       568            0
## 593     GasA        Ex          Y      SBrkr       816         0            0
## 594     GasA        Ex          Y      SBrkr       848         0            0
## 595     GasA        TA          Y      SBrkr       924         0            0
## 596     GasA        Ex          Y      SBrkr      1826         0            0
## 597     GasA        Ex          N      FuseA       684       684            0
## 598     GasA        Ex          Y      SBrkr      1402         0            0
## 599     GasA        Ex          Y      SBrkr      1647         0            0
## 600     GasA        TA          Y      SBrkr       716       840            0
## 601     GasA        Ex          Y      SBrkr      1058       846            0
## 602     GasA        TA          Y      SBrkr       780       595            0
## 603     GasA        Ex          Y      SBrkr       927       988            0
## 604     GasA        Ex          Y      SBrkr       600       600            0
## 605     GasA        Ex          Y      SBrkr      1494         0            0
## 606     GasA        TA          Y      SBrkr      1186       800            0
## 607     GasA        Gd          Y      SBrkr      1040         0            0
## 608     GasA        Ex          Y      SBrkr      1112       896            0
## 609     GasA        TA          Y      SBrkr      1940      1254            0
## 610     GasA        Gd          Y      SBrkr      1029         0            0
## 611     GasA        Ex          Y      SBrkr      1476       677            0
## 612     GasA        TA          Y      SBrkr      1032         0            0
## 613     GasA        Ex          Y      SBrkr      1299       573            0
## 614     GasA        Ex          Y      SBrkr      1120         0            0
## 615     GasA        Ex          Y      SBrkr       630         0            0
## 616     GasA        Ex          Y      SBrkr      1054         0            0
## 617     GasA        Ex          Y      SBrkr       807       702            0
## 618     GasA        Gd          Y      SBrkr       832         0            0
## 619     GasA        Ex          Y      SBrkr      1828         0            0
## 620     GasA        Ex          Y      SBrkr      1482       780            0
## 621     GasA        TA          N      FuseF       864         0            0
## 622     GasA        TA          Y      SBrkr      1548      1066            0
## 623     GasA        TA          Y      SBrkr       980         0            0
## 624     GasA        Ex          Y      SBrkr       756       756            0
## 625     GasA        Gd          Y      SBrkr      1012       778            0
## 626     GasA        TA          Y      SBrkr      1116         0            0
## 627     GasA        TA          Y      SBrkr      1422         0            0
## 628     GasA        Ex          Y      SBrkr      1520         0            0
## 629     GasA        TA          Y      SBrkr      1040      1040            0
## 630     GasA        TA          Y      SBrkr      1350         0            0
## 631     GasA        TA          Y      FuseA      1089       661            0
## 632     GasA        Ex          Y      SBrkr      1554         0            0
## 633     GasA        TA          Y      SBrkr      1411         0            0
## 634     GasA        TA          Y      SBrkr      1056         0            0
## 635     GasA        Gd          Y      SBrkr      1056         0            0
## 636     GasA        Ex          Y      FuseA      1440      1440          515
## 637     Grav        Fa          N      FuseA       800         0            0
## 638     GasA        TA          Y      FuseA       811       576            0
## 639     GasA        Gd          Y      FuseA       796         0            0
## 640     GasA        Ex          Y      SBrkr      1567         0            0
## 641     GasA        Ex          Y      SBrkr      1518         0            0
## 642     GasA        Ex          Y      SBrkr      1057       872            0
## 643     GasA        Gd          Y      SBrkr      2000       704            0
## 644     GasA        Ex          Y      SBrkr       780       840            0
## 645     GasA        Ex          Y      SBrkr      1766         0            0
## 646     GasA        TA          Y      SBrkr       981         0            0
## 647     GasA        Gd          Y      SBrkr      1048         0            0
## 648     GasA        Ex          Y      SBrkr      1094         0            0
## 649     GasA        TA          Y      SBrkr      1051       788            0
## 650     GasA        Gd          Y      SBrkr       630         0            0
## 651     GasA        Ex          Y      SBrkr       822       843            0
## 652     GasA        TA          Y      SBrkr       755       755            0
## 653     GasA        Ex          Y      SBrkr       909       807            0
## 654     GasA        Ex          Y      SBrkr       756       713            0
## 655     GasA        Ex          Y      SBrkr      2113         0            0
## 656     GasA        TA          Y      SBrkr       525       567            0
## 657     GasA        Ex          Y      SBrkr      1053         0            0
## 658     GasA        TA          Y      SBrkr       851       651            0
## 659     GasA        TA          Y      SBrkr       912       546            0
## 660     GasA        Ex          Y      SBrkr      1486         0            0
## 661     GasA        TA          Y      SBrkr      1142       793            0
## 662     GasA        Ex          Y      SBrkr      1686       762            0
## 663     GasA        Gd          Y      SBrkr      1392         0            0
## 664     GasA        TA          Y      SBrkr      1181         0            0
## 665     GasA        Ex          Y      SBrkr      2097         0            0
## 666     GasA        Ex          Y      SBrkr      1454       482            0
## 667     GasA        TA          Y      SBrkr      1465       915            0
## 668     GasA        Ex          Y      SBrkr      1679         0            0
## 669     GasA        Gd          Y      SBrkr      1437         0            0
## 670     GasA        Ex          Y      SBrkr      1180         0            0
## 671     GasA        Ex          Y      SBrkr       738       738            0
## 672     GasA        TA          N      SBrkr       697       672            0
## 673     GasA        TA          Y      SBrkr      1208         0            0
## 674     GasA        Ex          Y      SBrkr      1839         0            0
## 675     GasA        TA          Y      SBrkr      1136         0            0
## 676     GasA        TA          Y      SBrkr       855       586            0
## 677     GasW        Fa          N      SBrkr      1095       679            0
## 678     GasA        Ex          Y      SBrkr       792         0            0
## 679     GasA        Ex          Y      SBrkr      2046         0            0
## 680     GasA        TA          Y      SBrkr       988         0            0
## 681     GasA        TA          Y      SBrkr       923         0            0
## 682     GasA        Ex          Y      SBrkr       848       672            0
## 683     GasA        Ex          Y      SBrkr      1291         0            0
## 684     GasA        Ex          Y      SBrkr      1668         0            0
## 685     GasA        Gd          Y      SBrkr      1195       644            0
## 686     GasA        Gd          Y      SBrkr      1190       900            0
## 687     GasA        Ex          Y      SBrkr       874       887            0
## 688     GasA        Ex          Y      SBrkr       551       551            0
## 689     GasA        Ex          Y      SBrkr      1419         0            0
## 690     GasA        Ex          Y      SBrkr      1362         0            0
## 691     GasA        Ex          Y      SBrkr       848         0            0
## 692     GasA        Ex          Y      SBrkr      2444      1872            0
## 693     GasA        Ex          Y      SBrkr      1238      1281            0
## 694     GasA        Ex          Y      SBrkr      1073         0            0
## 695     GasA        TA          Y      SBrkr      1067       472            0
## 696     GasA        Gd          Y      SBrkr      1137         0            0
## 697     GasA        Gd          Y      SBrkr       616         0            0
## 698     GasA        Fa          Y      FuseA      1148         0            0
## 699     GasA        Ex          Y      SBrkr       894         0            0
## 700     GasA        Ex          Y      SBrkr      1391         0            0
## 701     GasA        Ex          Y      SBrkr      1800         0            0
## 702     GasA        TA          Y      SBrkr      1164         0            0
## 703     GasA        Ex          Y      SBrkr      1264      1312            0
## 704     GasA        Gd          Y      SBrkr      1032       780            0
## 705     GasA        Ex          Y      SBrkr      1484         0            0
## 706     GasA        Fa          N      SBrkr       372       720            0
## 707     GasA        TA          Y      SBrkr      1824         0            0
## 708     GasA        Ex          Y      SBrkr      1324         0            0
## 709     GasA        Ex          Y      SBrkr       728       728            0
## 710     GasA        TA          Y      SBrkr       904         0            0
## 711     GasA        Gd          Y      SBrkr       729         0            0
## 712     GasA        Gd          Y      SBrkr       859       319            0
## 713     GasA        Gd          Y      SBrkr      1228         0            0
## 714     GasW        TA          N      SBrkr       960         0            0
## 715     GasA        Ex          Y      SBrkr       725       754            0
## 716     GasA        TA          Y      SBrkr      1350         0            0
## 717     GasA        Ex          Y      SBrkr      1576       978            0
## 718     GasA        Gd          Y      SBrkr      1178         0            0
## 719     GasA        Ex          Y      SBrkr      1325      1093            0
## 720     GasA        TA          Y      SBrkr       971         0            0
## 721     GasA        TA          Y      SBrkr      1742         0            0
## 722     GasA        Ex          Y      SBrkr       848         0            0
## 723     GasA        Ex          Y      SBrkr       864         0            0
## 724     GasA        Ex          Y      SBrkr       997       473            0
## 725     GasA        Ex          Y      SBrkr      1698         0            0
## 726     GasA        TA          Y      SBrkr       864         0            0
## 727     GasA        Ex          Y      SBrkr      1680         0            0
## 728     GasA        Ex          Y      SBrkr      1232         0            0
## 729     GasA        TA          Y      SBrkr      1776         0            0
## 730     GasA        TA          Y      FuseA       848         0          360
## 731     GasA        Ex          Y      SBrkr      1616         0            0
## 732     GasA        Ex          Y      SBrkr      1146         0            0
## 733     GasA        Ex          Y      SBrkr      1153       878            0
## 734     GasA        Ex          Y      SBrkr      1144         0            0
## 735     GasA        TA          Y      SBrkr       948         0            0
## 736     GasW        Fa          N      SBrkr       880       888            0
## 737     GasA        Gd          N      FuseF      1040         0            0
## 738     GasA        Ex          Y      SBrkr       901       900            0
## 739     GasA        TA          Y      SBrkr      1200         0            0
## 740     GasA        Ex          Y      SBrkr       864       864            0
## 741     GasA        Ex          Y      SBrkr       768       664            0
## 742     GasA        Gd          Y      SBrkr       912         0            0
## 743     GasA        Ex          Y      SBrkr      1349         0            0
## 744     GasA        Ex          Y      SBrkr      1464         0            0
## 745     GasA        Gd          Y      SBrkr      1337         0            0
## 746     GasA        Ex          Y      SBrkr      1175      1540            0
## 747     GasA        Ex          Y      SBrkr       980      1276            0
## 748     GasW        TA          N      SBrkr      1320      1320            0
## 749     GasA        Ex          Y      SBrkr      1720         0            0
## 750     Wall        TA          N      FuseF      1088       441            0
## 751     GasA        Gd          Y      SBrkr       792       348            0
## 752     GasA        Ex          Y      SBrkr       660       660            0
## 753     GasA        Ex          Y      SBrkr      1494         0            0
## 754     GasA        Gd          Y      SBrkr      1038      1060            0
## 755     GasA        Gd          Y      SBrkr      1026         0            0
## 756     GasA        Gd          Y      SBrkr       742       729            0
## 757     GasA        Ex          Y      SBrkr       866       902            0
## 758     GasA        TA          Y      SBrkr       672       714            0
## 759     GasA        Gd          Y      SBrkr       757       744            0
## 760     GasA        Ex          Y      SBrkr      1328      1203            0
## 761     GasA        Ex          Y      SBrkr       864         0            0
## 762     GasA        TA          Y      SBrkr      1301         0            0
## 763     GasA        Ex          Y      SBrkr       764       783            0
## 764     GasA        Ex          Y      SBrkr      1268      1097            0
## 765     GasA        Ex          Y      SBrkr      1494         0            0
## 766     GasA        Ex          Y      SBrkr      1506         0            0
## 767     GasA        TA          Y      SBrkr       980       734            0
## 768     GasA        Ex          Y      SBrkr       983       767            0
## 769     GasA        Ex          Y      SBrkr      1836         0            0
## 770     GasA        Ex          Y      SBrkr      1690      1589            0
## 771     GasA        TA          Y      SBrkr       858         0            0
## 772     GasA        TA          Y      FuseF      1220         0            0
## 773     GasA        TA          Y      SBrkr      1117         0            0
## 774     GasA        Ex          Y      FuseA       912         0            0
## 775     GasA        Gd          Y      SBrkr      1973         0            0
## 776     GasA        Ex          Y      SBrkr      1204         0            0
## 777     GasA        Ex          Y      SBrkr      1614         0            0
## 778     GasA        TA          Y      SBrkr       894         0            0
## 779     GasA        TA          Y      SBrkr      2020         0            0
## 780     GasA        TA          Y      SBrkr      1004         0            0
## 781     GasA        Gd          Y      SBrkr      1253         0            0
## 782     GasA        Ex          Y      SBrkr       810       793            0
## 783     GasA        Ex          Y      SBrkr      1430         0            0
## 784     GasA        Ex          Y      SBrkr      1110         0            0
## 785     GasA        Ex          Y      SBrkr       742       742            0
## 786     GasA        TA          Y      SBrkr      1342         0            0
## 787     GasA        TA          Y      SBrkr       966       686            0
## 788     GasA        Ex          Y      SBrkr       956      1128            0
## 789     GasA        Ex          Y      SBrkr       901         0            0
## 790     GasA        Gd          Y      SBrkr       976      1111            0
## 791     GasA        Ex          Y      SBrkr      1145         0            0
## 792     GasA        TA          Y      SBrkr      1062         0            0
## 793     GasA        Ex          Y      SBrkr      1127       886            0
## 794     GasA        Ex          Y      SBrkr      1496         0            0
## 795     GasA        Ex          Y      SBrkr      1086       809            0
## 796     GasA        TA          Y      SBrkr       888       676            0
## 797     GasA        Ex          Y      SBrkr      1285         0            0
## 798     GasA        Gd          Y      SBrkr       773         0            0
## 799     GasA        Ex          Y      SBrkr      1966      1174            0
## 800     GasA        Ex          Y      SBrkr       981       787            0
## 801     GasA        Gd          Y      SBrkr       616      1072            0
## 802     GasA        Ex          Y      FuseA      1196         0            0
## 803     GasA        Ex          Y      SBrkr       728       728            0
## 804     GasA        Ex          Y      SBrkr      1734      1088            0
## 805     GasA        TA          Y      SBrkr      1128         0            0
## 806     GasA        Ex          Y      SBrkr      1428         0            0
## 807     GasA        Gd          Y      SBrkr       980         0            0
## 808     GasA        Ex          Y      SBrkr      1072       504            0
## 809     GasA        TA          Y      SBrkr      1086         0            0
## 810     GasA        TA          N      FuseA      1075      1063            0
## 811     GasA        Fa          Y      SBrkr      1309         0            0
## 812     GasA        Ex          Y      SBrkr       848         0            0
## 813     GasA        TA          N      FuseA      1044         0            0
## 814     GasA        Gd          Y      SBrkr      1442         0            0
## 815     GasW        Gd          Y      SBrkr       686       564            0
## 816     GasA        Ex          Y      SBrkr      1661         0            0
## 817     GasA        Gd          Y      SBrkr      1008         0            0
## 818     GasA        Ex          Y      SBrkr      1689         0            0
## 819     GasA        Gd          Y      SBrkr      1052         0            0
## 820     GasA        Ex          Y      SBrkr      1358         0            0
## 821     GasA        Ex          Y      SBrkr       798       842            0
## 822     GasA        TA          N      SBrkr       936         0            0
## 823     GasA        Ex          Y      SBrkr       847       886            0
## 824     GasA        TA          Y      SBrkr       944       545            0
## 825     GasA        Ex          Y      SBrkr      1489         0            0
## 826     GasA        Ex          Y      SBrkr      2084         0            0
## 827     GasA        Gd          Y      SBrkr       784         0            0
## 828     GasA        Ex          Y      SBrkr      1434         0            0
## 829     GasA        TA          Y      SBrkr      1160       966            0
## 830     GasA        Ex          Y      SBrkr       520       623           80
## 831     GasA        TA          Y      FuseA      1392         0            0
## 832     GasA        Ex          Y      SBrkr       520       600           80
## 833     GasA        Ex          Y      SBrkr       941       888            0
## 834     GasA        TA          Y      SBrkr      1516         0            0
## 835     GasA        Gd          Y      SBrkr      1144         0            0
## 836     GasA        TA          Y      SBrkr      1067         0            0
## 837     GasA        Gd          Y      SBrkr      1559         0            0
## 838     GasA        TA          Y      SBrkr       483       504            0
## 839     GasA        Ex          Y      SBrkr      1099         0            0
## 840     GasA        Ex          Y      SBrkr       768       432            0
## 841     GasA        TA          N      SBrkr       810       672            0
## 842     GasA        Gd          Y      SBrkr       958       581            0
## 843     GasA        TA          Y      SBrkr      1165         0            0
## 844     GasA        Ex          N      SBrkr      1800         0            0
## 845     GasA        Gd          Y      SBrkr       876       540            0
## 846     GasA        TA          Y      SBrkr      1701         0            0
## 847     GasA        Ex          Y      SBrkr      1006       769            0
## 848     GasA        Ex          Y      SBrkr       864         0            0
## 849     GasA        TA          Y      SBrkr      1307      1051            0
## 850     GasA        Ex          Y      SBrkr      1094       761            0
## 851     GasA        Ex          Y      SBrkr       848         0            0
## 852     GasA        Ex          Y      SBrkr      1456         0            0
## 853     GasA        Gd          Y      SBrkr       918       728            0
## 854     GasA        TA          Y      SBrkr      1445         0            0
## 855     GasA        TA          Y      SBrkr      1779         0            0
## 856     GasA        Ex          Y      SBrkr      1040         0            0
## 857     GasA        TA          Y      SBrkr      1026         0            0
## 858     GasA        Gd          Y      SBrkr       702       779            0
## 859     GasA        TA          Y      SBrkr      1370         0            0
## 860     GasA        TA          Y      SBrkr      1512      1142            0
## 861     GasA        Gd          Y      SBrkr       912       514            0
## 862     GasA        Ex          Y      SBrkr      1039         0            0
## 863     GasA        TA          Y      SBrkr      1097         0            0
## 864     GasA        TA          Y      SBrkr      1148         0            0
## 865     GasA        Ex          Y      SBrkr      1372         0            0
## 866     GasA        TA          Y      SBrkr      1002         0            0
## 867     GasA        Ex          Y      SBrkr      1646         0            0
## 868     GasA        TA          Y      SBrkr      1120         0            0
## 869     GasA        Gd          Y      SBrkr      1547       720           53
## 870     GasA        Ex          Y      SBrkr      1062       887            0
## 871     GasA        Gd          N      SBrkr       894         0            0
## 872     GasA        Ex          Y      SBrkr       804       878            0
## 873     GasA        Gd          Y      SBrkr       910         0            0
## 874     GasA        Gd          Y      SBrkr      1036         0          232
## 875     GasA        Ex          Y      SBrkr       676       455            0
## 876     GasA        Ex          Y      SBrkr      1184      1426            0
## 877     GasA        Gd          Y      SBrkr      1040         0            0
## 878     GasA        Ex          Y      SBrkr      1462       762            0
## 879     GasA        TA          Y      SBrkr      1155         0            0
## 880     GasA        Ex          Y      SBrkr       864         0            0
## 881     GasA        Gd          Y      SBrkr      1090         0            0
## 882     GasA        Ex          Y      SBrkr      1187       530            0
## 883     GasA        Gd          Y      SBrkr       808       785            0
## 884     GasA        TA          N      SBrkr       954       795          481
## 885     GasA        TA          Y      SBrkr       892         0            0
## 886     GasA        Ex          Y      SBrkr      1709         0            0
## 887     GasA        Ex          Y      SBrkr      1712         0            0
## 888     GasA        TA          Y      SBrkr       872       521            0
## 889     GasA        Ex          Y      SBrkr      2217         0            0
## 890     GasA        Ex          Y      SBrkr      1505         0            0
## 891     GasA        Ex          Y      SBrkr       672       252            0
## 892     GasA        Gd          Y      SBrkr       918       765            0
## 893     GasA        TA          Y      SBrkr      1068         0            0
## 894     GasA        TA          Y      SBrkr      1383         0            0
## 895     GasA        TA          Y      SBrkr      1535         0            0
## 896     GasA        TA          Y      SBrkr       983       813            0
## 897     GasA        Ex          N      SBrkr       951         0            0
## 898     GasA        TA          Y      SBrkr      1120      1120            0
## 899     GasA        Ex          Y      SBrkr      2364         0            0
## 900     GasA        TA          Y      SBrkr      1236         0            0
## 901     GasA        TA          Y      SBrkr       858         0            0
## 902     GasA        TA          Y      SBrkr      1306         0            0
## 903     GasA        Ex          Y      SBrkr       807       702            0
## 904     GasA        Ex          Y      SBrkr      1670         0            0
## 905     GasA        TA          Y      SBrkr       902         0            0
## 906     GasA        TA          Y      SBrkr      1063         0            0
## 907     GasA        Ex          Y      SBrkr      1636         0            0
## 908     GasA        Gd          Y      SBrkr      1020      1037            0
## 909     GasA        TA          Y      SBrkr       902         0            0
## 910     GasA        Ex          Y      SBrkr       742       742            0
## 911     GasA        TA          Y      FuseA      1105      1169            0
## 912     GasA        TA          Y      SBrkr      1268         0            0
## 913     GasA        TA          N      SBrkr      1015         0            0
## 914     GasA        TA          N      FuseA      1001      1001            0
## 915     GasA        Ex          Y      SBrkr       612       612            0
## 916     GasA        Fa          Y      SBrkr       546       546            0
## 917     GasA        TA          N      FuseA       480         0            0
## 918     GasA        Ex          Y      FuseA      1229         0            0
## 919     GasA        Ex          Y      SBrkr       912      1215            0
## 920     GasA        Ex          Y      SBrkr      1414         0            0
## 921     GasA        Ex          Y      SBrkr       936       785            0
## 922     GasA        Gd          Y      SBrkr      1272       928            0
## 923     GasA        Ex          Y      SBrkr      1316         0            0
## 924     GasA        Ex          Y      SBrkr      1617         0            0
## 925     GasA        TA          Y      SBrkr      1686         0            0
## 926     GasA        TA          Y      SBrkr      1126         0            0
## 927     GasA        Ex          Y      SBrkr      1234      1140            0
## 928     GasA        Gd          Y      SBrkr      1098       880            0
## 929     GasA        Ex          Y      SBrkr      1788         0            0
## 930     GasA        Gd          Y      SBrkr       993      1243            0
## 931     GasA        Ex          Y      SBrkr      1466         0            0
## 932     GasA        Ex          Y      SBrkr       925         0            0
## 933     GasA        Ex          Y      SBrkr      1905         0            0
## 934     GasA        Ex          Y      SBrkr      1500         0            0
## 935     GasA        Ex          Y      SBrkr      2069         0            0
## 936     GasA        Gd          Y      SBrkr       747         0            0
## 937     GasA        Ex          Y      SBrkr      1200         0            0
## 938     GasA        Ex          Y      SBrkr      1113       858            0
## 939     GasA        Ex          Y      SBrkr      1391       571            0
## 940     GasA        Ex          Y      SBrkr      1207      1196            0
## 941     GasA        TA          Y      SBrkr      1728         0            0
## 942     GasA        Ex          Y      SBrkr      1022      1038            0
## 943     GasA        TA          Y      SBrkr      1440         0            0
## 944     GasA        TA          Y      SBrkr      1632         0            0
## 945     GasA        Gd          Y      FuseA      1344         0            0
## 946     GasA        TA          Y      SBrkr      1188       561          120
## 947     GasA        TA          Y      SBrkr      1144         0            0
## 948     GasA        Ex          Y      SBrkr      1629         0            0
## 949     GasA        Ex          Y      SBrkr       936       840            0
## 950     GasA        TA          Y      SBrkr      1381         0            0
## 951     GasA        Gd          Y      SBrkr       864         0            0
## 952     GasA        Gd          Y      SBrkr       965         0            0
## 953     GasA        Gd          Y      SBrkr       768         0            0
## 954     GasA        Ex          Y      SBrkr      1168       800            0
## 955     GasA        TA          Y      SBrkr       980         0            0
## 956     GasA        TA          N      FuseF       979       979            0
## 957     GasA        TA          Y      SBrkr       561       668            0
## 958     GasA        TA          Y      SBrkr      1057         0            0
## 959     GasA        Ex          Y      SBrkr      1337         0            0
## 960     GasA        Ex          Y      SBrkr       696       720            0
## 961     GasA        Gd          Y      SBrkr       858         0            0
## 962     GasA        TA          Y      SBrkr      1542      1330            0
## 963     GasA        TA          Y      SBrkr       804       744            0
## 964     GasA        Ex          Y      SBrkr      1800         0            0
## 965     GasA        Ex          Y      SBrkr       824      1070            0
## 966     GasA        Ex          Y      SBrkr       783       701            0
## 967     GasA        Ex          Y      SBrkr       976       332            0
## 968     GasA        TA          Y      SBrkr      1098         0            0
## 969     Grav        Fa          N      SBrkr       600       368            0
## 970     GasA        TA          Y      SBrkr      1095         0            0
## 971     GasA        TA          N      FuseA       720       472            0
## 972     GasA        Ex          Y      SBrkr       764       862            0
## 973     GasA        TA          Y      SBrkr       918         0            0
## 974     GasA        Ex          Y      SBrkr      1428         0            0
## 975     GasA        TA          N      SBrkr      1136       883            0
## 976     GasA        Ex          Y      SBrkr       673       709            0
## 977     GasA        TA          Y      FuseA       869         0            0
## 978     GasA        Ex          Y      SBrkr      1241         0            0
## 979     GasA        Ex          Y      SBrkr       894         0            0
## 980     GasA        TA          Y      SBrkr      1121         0            0
## 981     GasA        Gd          Y      SBrkr       999         0            0
## 982     GasA        Ex          Y      SBrkr      1276      1336            0
## 983     GasA        Ex          Y      SBrkr      1266         0            0
## 984     GasA        Ex          Y      SBrkr      1149      1141            0
## 985     GasA        TA          Y      SBrkr      1302       432            0
## 986     GasW        TA          N      SBrkr      1164         0            0
## 987     GasA        Gd          Y      SBrkr      1001       634            0
## 988     GasA        Ex          Y      SBrkr      1940         0            0
## 989     GasA        TA          Y      SBrkr      1118       912            0
## 990     GasA        Ex          Y      SBrkr       778       798            0
## 991     GasA        Ex          Y      SBrkr      1407       985            0
## 992     GasA        Gd          Y      SBrkr       916       826            0
## 993     GasA        Gd          Y      SBrkr      1020       831            0
## 994     GasA        Ex          Y      SBrkr       750       750            0
## 995     GasA        Ex          Y      SBrkr      1718         0            0
## 996     GasA        TA          Y      SBrkr       774       456            0
## 997     GasA        TA          Y      SBrkr      1050         0            0
## 998     GasA        TA          Y      SBrkr      1442         0            0
## 999     GasA        Fa          N      SBrkr      1077         0            0
## 1000    GasA        Ex          Y      SBrkr      1208         0            0
## 1001    GasW        Fa          N      FuseF       944         0            0
## 1002    GasA        Ex          Y      FuseA       691         0            0
## 1003    GasA        Ex          Y      SBrkr      1574         0            0
## 1004    GasA        Fa          Y      SBrkr      1680         0            0
## 1005    GasA        Ex          Y      SBrkr      1504         0            0
## 1006    GasA        TA          Y      SBrkr       985         0            0
## 1007    GasA        Gd          Y      SBrkr      1657         0            0
## 1008    GasA        TA          Y      SBrkr       546       546            0
## 1009    GasA        Ex          Y      SBrkr      1710         0            0
## 1010    GasA        Ex          Y      SBrkr      1008         0          514
## 1011    GasA        TA          Y      SBrkr       720       551            0
## 1012    GasA        TA          N      SBrkr      1664         0            0
## 1013    GasA        TA          Y      SBrkr       900       602            0
## 1014    GasW        TA          N      SBrkr      1022         0            0
## 1015    GasA        TA          Y      SBrkr      1082         0            0
## 1016    GasA        Ex          Y      SBrkr       810       855            0
## 1017    GasA        Ex          Y      SBrkr      1504         0            0
## 1018    GasA        Gd          Y      SBrkr      1360         0            0
## 1019    GasA        Gd          Y      SBrkr       802       670            0
## 1020    GasA        Ex          Y      SBrkr      1506         0            0
## 1021    GasA        Ex          Y      SBrkr      1132         0            0
## 1022    GasA        Ex          Y      SBrkr      1220         0            0
## 1023    GasA        Gd          Y      FuseA       912       336            0
## 1024    GasA        Ex          Y      SBrkr      1504         0            0
## 1025    GasA        TA          Y      SBrkr      2898         0            0
## 1026    GasA        TA          Y      SBrkr       882         0            0
## 1027    GasA        TA          Y      SBrkr      1264         0            0
## 1028    GasA        Ex          Y      SBrkr      1646         0            0
## 1029    GasA        TA          Y      SBrkr       968       408            0
## 1030    GasA        Gd          Y      SBrkr       672       546            0
## 1031    GasA        Gd          Y      SBrkr       948       980            0
## 1032    GasA        Ex          Y      SBrkr      1687       998          397
## 1033    GasA        Ex          Y      SBrkr      1352      1168            0
## 1034    GasA        Ex          Y      SBrkr      1654         0            0
## 1035    GasA        Ex          Y      SBrkr       954         0            0
## 1036    GasA        Ex          N      SBrkr       845         0            0
## 1037    GasA        Ex          Y      SBrkr      1620         0            0
## 1038    GasA        Ex          Y      SBrkr      1055      1208            0
## 1039    GasA        TA          Y      SBrkr       798       546            0
## 1040    GasA        TA          Y      SBrkr       630         0            0
## 1041    GasA        Ex          Y      SBrkr      1803         0            0
## 1042    GasA        Gd          Y      SBrkr       800       832            0
## 1043    GasA        Ex          Y      SBrkr      1306         0            0
## 1044    GasA        Ex          Y      SBrkr      1532       797            0
## 1045    GasA        TA          Y      SBrkr      2524         0            0
## 1046    GasA        Ex          Y      FuseA      1733         0            0
## 1047    GasA        Ex          Y      SBrkr      1992       876            0
## 1048    GasA        Ex          Y      SBrkr       990         0            0
## 1049    GasA        TA          Y      SBrkr      1771         0            0
## 1050    GasA        Ex          Y      SBrkr       930         0            0
## 1051    GasA        Ex          Y      SBrkr      1302         0            0
## 1052    GasA        Ex          Y      SBrkr      1316         0            0
## 1053    GasA        TA          Y      SBrkr      1127       850            0
## 1054    GasA        Ex          Y      FuseA      1526         0            0
## 1055    GasA        Ex          Y      SBrkr      1091       898            0
## 1056    GasA        TA          Y      SBrkr      1523         0            0
## 1057    GasA        Ex          Y      SBrkr      1364         0            0
## 1058    GasA        Ex          Y      SBrkr       979       871            0
## 1059    GasA        Ex          Y      SBrkr      1130      1054            0
## 1060    GasA        TA          Y      SBrkr      1096       895            0
## 1061    GasA        Ex          Y      SBrkr      1338         0            0
## 1062    GasA        TA          Y      SBrkr       894         0            0
## 1063    GasA        TA          N      SBrkr      1422       915            0
## 1064    GasA        Gd          Y      SBrkr      1103         0            0
## 1065    GasA        Ex          Y      SBrkr      1154         0            0
## 1066    GasA        Ex          Y      SBrkr      1306       954            0
## 1067    GasA        Gd          Y      SBrkr       799       772            0
## 1068    GasA        TA          Y      SBrkr       798       813            0
## 1069    GasA        Gd          Y      SBrkr      1291      1230            0
## 1070    GasA        TA          Y      SBrkr       893         0            0
## 1071    GasA        TA          Y      SBrkr      1048         0            0
## 1072    GasA        Ex          Y      SBrkr       829       727            0
## 1073    GasA        Fa          Y      FuseA      1002       454            0
## 1074    GasA        TA          Y      SBrkr       698       728            0
## 1075    GasA        Ex          Y      SBrkr      1240         0            0
## 1076    GasA        TA          Y      SBrkr       960       780            0
## 1077    GasA        Gd          Y      SBrkr      1096       370            0
## 1078    GasA        Ex          Y      SBrkr      1096         0            0
## 1079    GasA        Ex          Y      SBrkr       848         0            0
## 1080    GasA        Gd          Y      SBrkr       990         0            0
## 1081    GasA        Ex          Y      SBrkr      1258         0            0
## 1082    GasA        Fa          Y      SBrkr      1040         0            0
## 1083    GasA        Ex          Y      SBrkr      1459         0            0
## 1084    GasA        TA          Y      SBrkr      1251         0            0
## 1085    GasA        Gd          Y      SBrkr       691       807            0
## 1086    GasA        Ex          Y      SBrkr       996         0            0
## 1087    GasA        TA          Y      SBrkr       546       546            0
## 1088    GasA        Ex          Y      SBrkr      1082       871            0
## 1089    GasA        Ex          Y      SBrkr       970       739            0
## 1090    GasA        Ex          Y      SBrkr      1247         0            0
## 1091    Wall        Fa          N      FuseA      1040         0            0
## 1092    GasA        Ex          Y      SBrkr       624       628            0
## 1093    GasA        Fa          Y      SBrkr      1390       304            0
## 1094    GasA        Gd          Y      SBrkr      1200         0            0
## 1095    GasA        Ex          Y      SBrkr       936         0            0
## 1096    GasA        Gd          Y      SBrkr      1314         0            0
## 1097    GasA        TA          Y      SBrkr       773       582            0
## 1098    GasA        Ex          Y      SBrkr      1088         0            0
## 1099    GasA        TA          Y      SBrkr       757       567            0
## 1100    GasA        TA          Y      SBrkr      1601         0            0
## 1101    GasA        TA          N      FuseF       438         0            0
## 1102    GasA        TA          Y      SBrkr       950         0            0
## 1103    GasA        Ex          Y      SBrkr      1134         0            0
## 1104    GasA        Ex          Y      SBrkr      1194         0            0
## 1105    GasA        TA          Y      SBrkr       630       672            0
## 1106    GasA        Ex          Y      SBrkr      1500      1122            0
## 1107    GasA        Gd          Y      SBrkr      1442         0            0
## 1108    GasA        Ex          Y      SBrkr       887      1134            0
## 1109    GasA        Ex          Y      SBrkr       948       742            0
## 1110    GasA        Ex          Y      SBrkr      1836         0            0
## 1111    GasA        Gd          Y      SBrkr       773       885            0
## 1112    GasA        TA          Y      SBrkr      1098       866            0
## 1113    GasA        TA          Y      FuseA       816         0            0
## 1114    GasA        Gd          Y      SBrkr      1008         0            0
## 1115    GasA        Ex          Y      SBrkr       833         0            0
## 1116    GasA        Ex          Y      SBrkr      1734         0            0
## 1117    GasA        Ex          Y      SBrkr       779       640            0
## 1118    GasA        Ex          Y      SBrkr       894         0            0
## 1119    GasA        TA          Y      SBrkr      1021       580            0
## 1120    GasA        TA          Y      FuseA      1040         0            0
## 1121    GasA        TA          Y      FuseA      1012         0            0
## 1122    GasA        Ex          Y      SBrkr      1552         0            0
## 1123    GasA        Ex          Y      FuseA       960         0            0
## 1124    GasA        Ex          Y      SBrkr       698         0            0
## 1125    GasA        Gd          Y      SBrkr       812       670            0
## 1126    GasA        TA          Y      SBrkr      1005         0            0
## 1127    GasA        Ex          Y      SBrkr      1555         0            0
## 1128    GasA        Ex          Y      SBrkr      1530         0            0
## 1129    GasA        Ex          Y      SBrkr       847      1112            0
## 1130    GasA        TA          Y      SBrkr       936         0            0
## 1131    GasA        TA          Y      SBrkr      1328       653            0
## 1132    GasA        TA          Y      SBrkr       974         0            0
## 1133    GasW        TA          Y      SBrkr      1178      1032            0
## 1134    GasA        Ex          Y      SBrkr      1142       878            0
## 1135    GasA        Gd          Y      SBrkr       916       684            0
## 1136    GasA        TA          N      SBrkr       986         0            0
## 1137    GasA        TA          Y      FuseA      1032       220            0
## 1138    GasA        Gd          N      SBrkr       780       240            0
## 1139    GasA        TA          Y      SBrkr      1567         0            0
## 1140    GasA        TA          Y      SBrkr      1167         0            0
## 1141    GasA        TA          Y      SBrkr       952         0            0
## 1142    GasA        Ex          Y      SBrkr      1088       780            0
## 1143    GasA        Ex          Y      SBrkr      1466      1362            0
## 1144    GasA        TA          Y      SBrkr      1006         0            0
## 1145    Grav        Fa          N      FuseA       672       252            0
## 1146    GasA        Ex          Y      SBrkr      1042       534            0
## 1147    GasA        TA          Y      SBrkr      1298         0            0
## 1148    GasA        Ex          Y      SBrkr       860       704            0
## 1149    GasA        TA          Y      SBrkr       572       539            0
## 1150    GasA        Ex          Y      SBrkr       832       650            0
## 1151    GasA        Ex          Y      FuseA       932         0            0
## 1152    GasA        TA          Y      SBrkr      1466         0            0
## 1153    GasA        Ex          Y      SBrkr      1811         0            0
## 1154    GasA        Ex          Y      SBrkr       816         0            0
## 1155    GasA        TA          Y      SBrkr       902       918            0
## 1156    GasA        TA          Y      SBrkr      1437         0            0
## 1157    GasA        Gd          Y      SBrkr      1265         0            0
## 1158    GasA        Ex          Y      SBrkr      1314         0            0
## 1159    GasA        Ex          Y      SBrkr      1580         0            0
## 1160    GasA        TA          Y      SBrkr       943       933            0
## 1161    GasA        Fa          Y      SBrkr       855       601            0
## 1162    GasA        Ex          Y      SBrkr      1640         0            0
## 1163    GasA        Gd          Y      SBrkr       894         0            0
## 1164    GasA        TA          Y      SBrkr      1258         0            0
## 1165    GasA        Ex          Y      SBrkr      1432         0            0
## 1166    GasA        Ex          Y      SBrkr      1502         0            0
## 1167    GasA        Ex          Y      SBrkr      1694         0            0
## 1168    GasA        Ex          Y      SBrkr       959       712            0
## 1169    GasA        Ex          Y      SBrkr      1236       872            0
## 1170    GasA        Ex          Y      SBrkr      1831      1796            0
## 1171    GasA        TA          Y      SBrkr      1118         0            0
## 1172    GasA        Ex          Y      SBrkr      1261         0            0
## 1173    GasA        Ex          Y      SBrkr       625       625            0
## 1174    GasA        TA          Y      SBrkr      1636       971          479
## 1175    GasA        TA          Y      SBrkr      1170      1175            0
## 1176    GasA        Ex          Y      SBrkr      2129       743            0
## 1177    GasA        TA          Y      SBrkr       923         0            0
## 1178    GasA        TA          Y      SBrkr       818       406            0
## 1179    GasA        Ex          Y      SBrkr       820       523            0
## 1180    GasA        Gd          Y      SBrkr      1124         0            0
## 1181    GasA        Ex          Y      SBrkr      1298      1216            0
## 1182    GasA        Ex          Y      SBrkr      1652         0            0
## 1183    GasA        Ex          Y      SBrkr      2411      2065            0
## 1184    GasA        Ex          Y      SBrkr      1130         0            0
## 1185    GasA        Gd          Y      SBrkr      1572         0            0
## 1186    GasA        Gd          Y      SBrkr       949       272            0
## 1187    GasA        TA          Y      SBrkr      1014       685            0
## 1188    GasA        Ex          Y      SBrkr      1624         0            0
## 1189    GasA        Ex          Y      SBrkr       831       829            0
## 1190    GasA        Gd          Y      SBrkr      1028       776            0
## 1191    GasA        Ex          Y      SBrkr      1622         0            0
## 1192    GasA        Ex          Y      SBrkr       764       677            0
## 1193    GasA        Gd          Y      SBrkr       842       630            0
## 1194    GasA        Ex          Y      SBrkr      1224         0            0
## 1195    GasA        TA          Y      SBrkr       663       689            0
## 1196    GasA        Ex          Y      SBrkr       728       728            0
## 1197    GasA        Ex          Y      SBrkr       879       984            0
## 1198    GasA        Ex          Y      SBrkr       815       875            0
## 1199    GasA        Ex          Y      SBrkr      1212         0            0
## 1200    GasA        Gd          Y      SBrkr      1382         0            0
## 1201    GasA        Gd          Y      SBrkr       864         0            0
## 1202    GasA        Ex          Y      SBrkr       866       913            0
## 1203    GasA        Ex          Y      SBrkr       884       464            0
## 1204    GasA        Ex          Y      SBrkr      1630         0            0
## 1205    GasA        Ex          Y      SBrkr      1074         0            0
## 1206    GasA        Gd          Y      SBrkr      2196         0            0
## 1207    GasA        TA          Y      SBrkr      1056         0            0
## 1208    GasA        Ex          Y      SBrkr      1700         0            0
## 1209    GasA        TA          Y      SBrkr      1283         0            0
## 1210    GasA        Ex          Y      SBrkr      1660         0            0
## 1211    GasA        Ex          Y      SBrkr      1055       790            0
## 1212    GasA        Gd          Y      SBrkr      1080       672            0
## 1213    GasA        TA          Y      SBrkr       672         0            0
## 1214    GasA        Ex          Y      SBrkr       960         0            0
## 1215    GasA        TA          Y      SBrkr       999         0            0
## 1216    GasA        TA          Y      SBrkr       894         0            0
## 1217    GasA        TA          Y      SBrkr      1318       584            0
## 1218    GasA        Ex          Y      SBrkr      1314         0            0
## 1219    GasA        Gd          N      SBrkr       672       240            0
## 1220    GasA        TA          Y      SBrkr       672       546            0
## 1221    GasA        TA          Y      SBrkr       912         0            0
## 1222    GasA        Ex          Y      SBrkr      1211         0            0
## 1223    GasA        Ex          Y      SBrkr      1168       678            0
## 1224    GasA        TA          N      FuseA      2136         0            0
## 1225    GasA        Ex          Y      SBrkr       788       702            0
## 1226    GasA        Ex          Y      SBrkr      1138         0            0
## 1227    GasA        Ex          Y      SBrkr       894      1039            0
## 1228    GasA        Ex          Y      SBrkr       912         0            0
## 1229    GasA        Ex          Y      SBrkr      1702         0            0
## 1230    GasA        Gd          Y      SBrkr      1507         0            0
## 1231    GasA        Ex          Y      SBrkr      1361      1259            0
## 1232    GasA        TA          Y      SBrkr      1190         0            0
## 1233    GasA        TA          Y      SBrkr      1224         0            0
## 1234    GasA        Fa          Y      SBrkr      1188         0            0
##      GrLivArea BsmtFullBath BsmtHalfBath FullBath HalfBath BedroomAbvGr
## 1         1710            1            0        2        1            3
## 2         1262            0            1        2        0            3
## 3         1786            1            0        2        1            3
## 4         1717            1            0        1        0            3
## 5         2198            1            0        2        1            4
## 6         1362            1            0        1        1            1
## 7         1694            1            0        2        0            3
## 8         2090            1            0        2        1            3
## 9         1774            0            0        2        0            2
## 10        1077            1            0        1        0            2
## 11        1040            1            0        1        0            3
## 12        2324            1            0        3        0            4
## 13         912            1            0        1        0            2
## 14        1494            0            0        2        0            3
## 15        1253            1            0        1        1            2
## 16         854            0            0        1        0            2
## 17        1004            1            0        1        0            2
## 18        1296            0            0        2        0            2
## 19        1114            1            0        1        1            3
## 20        1339            0            0        1        0            3
## 21        2376            0            0        3        1            4
## 22        1108            0            0        1        0            3
## 23        1795            0            0        2        0            3
## 24        1060            1            0        1        0            3
## 25        1060            1            0        1        0            3
## 26        1600            0            0        2        0            3
## 27         900            0            1        1        0            3
## 28        1704            1            0        2        0            3
## 29        1600            1            0        1        0            2
## 30         520            0            0        1        0            1
## 31        1317            0            0        1        0            3
## 32        1228            0            0        1        1            3
## 33        1234            0            0        2        0            3
## 34        1700            0            1        1        1            4
## 35        1561            1            0        2        0            2
## 36        2452            0            0        3        1            4
## 37        1097            0            0        1        1            3
## 38        1297            0            1        1        0            3
## 39        1057            1            0        1        0            3
## 40        1152            0            0        2        0            2
## 41        1324            0            0        2        0            3
## 42        1328            0            1        1        1            2
## 43         884            1            0        1        0            2
## 44         938            1            0        1        0            3
## 45        1150            1            0        1        0            3
## 46        1752            1            0        2        0            2
## 47        2149            1            0        1        1            1
## 48        1656            0            0        2        0            3
## 49        1452            0            0        2        0            2
## 50         955            1            0        1        0            3
## 51        1470            0            1        2        0            3
## 52        1176            0            0        1        0            3
## 53         816            1            0        1        0            2
## 54        1842            2            0        0        1            0
## 55        1360            0            0        1        0            3
## 56        1425            0            0        2        0            3
## 57        1739            1            0        2        1            3
## 58        1720            0            0        2        1            3
## 59        2945            0            0        3        1            3
## 60         780            0            0        1        0            2
## 61        1158            1            0        1        1            3
## 62        1111            0            0        1        0            3
## 63        1370            0            0        2        0            2
## 64        1710            0            0        2        0            3
## 65        2034            1            0        2        1            3
## 66        2473            0            0        2        1            4
## 67        2207            1            0        2        0            3
## 68        1479            1            0        2        0            3
## 69         747            0            0        1        0            2
## 70        2287            0            0        2        0            3
## 71        2223            1            0        2        0            3
## 72         845            1            0        1        0            2
## 73        1718            0            0        2        1            3
## 74        1086            1            0        1        0            3
## 75        1605            0            0        2        0            3
## 76         988            1            0        1        0            2
## 77         952            0            0        1        0            2
## 78        1285            1            0        1        0            2
## 79        1768            0            0        2        0            4
## 80        1230            0            0        1        1            2
## 81        2142            0            0        2        1            4
## 82        1337            1            0        2        0            2
## 83        1563            0            0        2        0            3
## 84        1065            0            0        1        1            3
## 85        1474            0            0        2        1            3
## 86        2417            0            0        2        1            4
## 87        1560            0            0        2        1            3
## 88        1224            0            0        2        1            2
## 89        1526            0            0        1        0            2
## 90         990            1            0        1        0            3
## 91        1040            0            0        1        0            2
## 92        1235            0            0        1        0            2
## 93         964            1            0        1        0            2
## 94        2291            0            1        2        0            4
## 95        1786            1            0        2        1            3
## 96        1470            0            0        2        1            3
## 97        1588            0            0        2        0            3
## 98         960            1            0        1        0            3
## 99         835            0            0        1        0            2
## 100       1225            1            0        1        1            3
## 101       1610            1            0        2        0            3
## 102       1732            0            0        2        1            3
## 103       1535            0            0        2        0            4
## 104       1226            0            0        2        0            3
## 105       1818            0            0        1        1            4
## 106       1992            0            0        2        1            3
## 107       1047            0            0        1        0            2
## 108        789            0            0        1        0            2
## 109       1517            0            0        2        0            3
## 110       1844            0            0        2        0            3
## 111       1855            0            0        2        0            4
## 112       1430            0            0        2        1            3
## 113       2696            1            0        2        1            4
## 114       2259            1            0        2        0            3
## 115       2320            1            0        2        1            3
## 116       1458            0            0        2        1            2
## 117       1092            0            1        1        0            3
## 118       1125            0            0        1        1            2
## 119       3222            1            0        3        0            5
## 120       1456            0            0        2        1            3
## 121        988            1            0        1        0            1
## 122       1123            0            0        1        0            3
## 123       1080            0            0        1        0            3
## 124       1199            0            0        2        0            2
## 125       1586            0            0        2        0            3
## 126        754            1            0        1        0            2
## 127        958            0            0        2        0            2
## 128        840            0            0        1        0            3
## 129       1348            0            0        1        1            3
## 130       1053            0            1        1        1            3
## 131       2157            0            0        2        1            4
## 132       2054            1            0        2        1            3
## 133       1327            1            0        1        0            3
## 134       1296            1            0        2        0            2
## 135       1721            0            0        2        1            3
## 136       1682            0            0        2        0            3
## 137       1214            0            0        2        0            3
## 138       1959            0            0        3        0            5
## 139       1852            0            0        2        1            3
## 140       1764            1            0        2        1            3
## 141        864            0            0        1        0            3
## 142       1734            1            0        2        0            3
## 143       1385            0            0        2        0            4
## 144       1501            1            0        2        0            3
## 145       1728            1            0        2        0            6
## 146       1709            0            0        2        0            3
## 147        875            1            0        1        0            2
## 148       2035            0            0        2        1            3
## 149       1080            1            0        1        0            3
## 150       1344            0            0        1        0            3
## 151        969            0            0        1        1            3
## 152       1710            1            0        2        0            2
## 153       1993            0            0        2        1            4
## 154       1252            1            0        1        0            1
## 155       1200            0            0        1        0            4
## 156       1096            0            0        1        0            2
## 157       1040            0            0        1        0            2
## 158       1968            0            0        2        1            4
## 159       1947            0            0        2        1            3
## 160       2462            1            0        2        1            4
## 161       1232            0            0        2        0            3
## 162       2668            1            0        2        1            3
## 163       1541            0            0        2        0            3
## 164        882            0            0        1        0            1
## 165       1616            0            0        2        0            3
## 166       1355            1            0        2        0            4
## 167       1867            1            0        1        0            2
## 168       2161            1            0        1        1            3
## 169       1720            0            0        2        1            3
## 170       1707            0            0        2        1            2
## 171       1382            0            0        1        1            2
## 172       1656            1            0        1        0            3
## 173       1767            1            0        2        0            2
## 174       1362            1            0        1        1            3
## 175       1651            1            0        2        0            3
## 176       2158            1            0        2        0            4
## 177       2060            0            1        2        1            4
## 178       1920            1            0        2        0            4
## 179       2234            1            0        2        0            1
## 180        968            0            0        1        0            2
## 181       1525            0            0        2        1            3
## 182       1802            0            0        1        1            4
## 183       1340            0            0        1        0            3
## 184       2082            0            0        2        1            3
## 185       1252            0            0        1        0            3
## 186       3608            0            0        2        1            4
## 187       1217            1            0        2        0            3
## 188       1656            0            0        2        1            3
## 189       1224            2            0        0        2            2
## 190       1593            1            0        1        1            0
## 191       2727            0            0        2        1            3
## 192       1479            1            0        1        1            4
## 193       1431            1            0        2        0            3
## 194       1709            0            0        2        0            3
## 195        864            0            0        1        0            3
## 196       1456            0            0        2        1            3
## 197       1726            1            0        2        0            3
## 198       3112            1            1        2        0            4
## 199       2229            0            0        1        0            5
## 200       1713            1            0        2        0            3
## 201       1121            0            0        2        0            2
## 202       1279            0            1        2        0            3
## 203       1310            0            0        2        0            2
## 204        848            1            0        1        0            1
## 205       1284            0            0        1        1            2
## 206       1442            0            0        2        0            3
## 207       1696            0            0        1        1            3
## 208       1100            1            0        1        0            3
## 209       2062            1            0        2        1            3
## 210       1092            1            0        1        0            3
## 211        864            1            0        1        0            2
## 212       1212            0            0        2        0            3
## 213       1852            1            0        2        1            3
## 214        990            0            1        1        0            3
## 215       1392            0            0        1        1            3
## 216       1236            0            1        1        0            2
## 217       1436            1            0        2        0            3
## 218       1328            0            0        1        0            3
## 219       1954            0            1        1        1            3
## 220       1248            0            0        2        0            2
## 221       1498            0            0        2        0            2
## 222       2267            0            0        2        1            4
## 223       1552            1            0        2        1            3
## 224        864            0            0        1        0            2
## 225       2392            0            0        2        0            3
## 226       1302            0            0        2        1            3
## 227       2520            0            0        2        1            4
## 228        987            0            0        1        1            2
## 229        912            0            0        1        0            3
## 230       1555            0            0        2        0            2
## 231       1194            1            0        1        0            3
## 232       2794            1            0        2        1            4
## 233        987            0            0        1        1            2
## 234        894            1            0        1        0            3
## 235       1960            1            0        2        1            4
## 236        987            0            0        1        1            2
## 237       1414            0            0        2        0            3
## 238       1744            0            0        2        1            3
## 239       1694            0            0        2        0            3
## 240       1487            0            0        1        1            3
## 241       1566            1            0        2        0            3
## 242        866            0            0        1        0            2
## 243       1440            0            0        1        0            3
## 244       1217            0            0        1        1            3
## 245       2110            1            0        2        1            3
## 246       1872            0            1        2        0            3
## 247       1928            0            0        2        0            4
## 248       1375            0            0        1        0            2
## 249       1668            0            0        2        1            3
## 250       2144            0            1        2        0            4
## 251       1306            0            0        1        0            3
## 252       1625            1            1        2        0            2
## 253       1640            0            0        2        1            3
## 254       1302            0            1        2        0            3
## 255       1314            1            0        1        0            3
## 256       2291            0            0        2        1            4
## 257       1728            0            0        2        1            3
## 258       1604            1            0        2        1            3
## 259       1792            0            0        2        1            3
## 260        882            0            0        1        0            2
## 261       1382            1            0        1        0            3
## 262       2574            0            0        2        1            3
## 263       1212            1            0        1        0            3
## 264       1316            1            0        1        0            3
## 265        764            0            0        1        0            2
## 266       1422            0            0        2        0            3
## 267       1511            1            0        2        1            3
## 268       2192            0            0        2        1            4
## 269        778            0            0        1        0            2
## 270       1113            1            0        1        1            3
## 271       1939            0            0        2        1            3
## 272       1363            1            0        1        0            2
## 273       2270            0            0        2        1            4
## 274       1632            1            0        2        0            3
## 275        816            0            0        1        0            2
## 276       1548            0            0        2        1            3
## 277       1560            0            0        2        0            3
## 278        864            0            0        1        0            2
## 279       2121            0            0        2        1            3
## 280       2022            0            0        2        1            4
## 281       1982            0            0        2        1            3
## 282       1262            0            0        2        0            2
## 283       1314            1            0        2        0            2
## 284       1468            0            0        2        0            3
## 285       1575            1            0        2        0            2
## 286       1250            0            0        2        1            2
## 287       1734            0            0        1        1            3
## 288        858            0            0        1        0            3
## 289        900            0            0        1        0            3
## 290       1396            0            0        1        0            3
## 291       1919            0            0        2        1            3
## 292       1716            1            0        2        0            6
## 293       1716            0            0        1        1            3
## 294       2263            1            0        2        1            3
## 295       1644            1            0        1        0            3
## 296       1003            1            0        1        0            3
## 297       1558            0            0        1        1            4
## 298       1950            0            0        2        1            3
## 299       1743            0            1        1        2            3
## 300       1152            0            1        1        0            3
## 301       1336            1            0        1        0            2
## 302       2452            0            0        2        1            4
## 303       1541            0            0        2        0            3
## 304        894            1            0        1        0            3
## 305       3493            0            0        3        0            3
## 306       2000            1            0        2        0            3
## 307       2243            1            0        2        1            4
## 308       1406            0            0        1        0            3
## 309        861            0            0        1        0            1
## 310       1944            1            0        2        0            3
## 311       1501            0            0        2        1            3
## 312        972            1            0        1        0            2
## 313       1118            1            0        1        0            3
## 314       2036            2            0        2        0            3
## 315       1641            0            1        1        1            3
## 316       1432            1            0        2        1            3
## 317       2353            1            0        2        1            4
## 318       1959            0            0        2        1            3
## 319       2646            1            0        2        1            4
## 320       1472            1            0        2        0            3
## 321       2596            0            0        3        1            4
## 322       2468            1            0        2        1            4
## 323       2730            1            0        2        1            4
## 324       1163            1            0        1        0            3
## 325       2978            0            0        2        1            5
## 326        803            0            0        1        0            2
## 327       1719            2            0        1        1            1
## 328       1383            0            0        1        1            3
## 329       2134            0            0        2        0            5
## 330       1192            0            0        1        0            3
## 331       1728            0            1        2        0            6
## 332       1056            1            0        1        0            3
## 333       1629            1            0        2        0            3
## 334       1358            1            0        2        0            2
## 335       1638            1            0        2        1            3
## 336       1786            2            0        2        0            3
## 337       1922            1            0        2        0            3
## 338       1536            1            0        2        0            3
## 339       1621            1            0        2        0            3
## 340       1215            0            0        1        0            3
## 341       1908            0            0        2        1            4
## 342        841            0            0        1        0            2
## 343       1040            0            0        2        0            2
## 344       1684            0            0        2        0            2
## 345       1112            0            0        1        1            3
## 346       1577            0            0        1        0            3
## 347        958            0            0        1        0            2
## 348       1478            1            0        2        0            3
## 349       1626            1            0        2        1            2
## 350       2728            1            0        2        1            4
## 351       1869            0            0        2        0            2
## 352       1453            1            0        1        1            2
## 353       1111            0            1        1        0            3
## 354        720            0            0        1        0            2
## 355       1595            0            0        1        0            2
## 356       1200            1            0        2        0            3
## 357       1167            1            0        2        0            3
## 358       1142            1            0        1        1            3
## 359       1352            0            1        1        0            3
## 360       1924            1            0        2        1            3
## 361        912            1            0        1        0            2
## 362       1505            1            0        1        0            3
## 363       1922            0            0        3        0            4
## 364        987            0            0        1        1            2
## 365       1574            1            0        2        1            3
## 366       1344            0            0        1        0            3
## 367       1394            1            0        1        1            3
## 368       1431            0            1        1        0            3
## 369       1268            0            0        1        0            2
## 370       1287            1            0        1        0            3
## 371       1664            0            0        2        1            3
## 372       1588            0            0        2        0            4
## 373        752            1            0        1        0            2
## 374       1319            1            0        1        0            3
## 375       1928            0            0        2        1            4
## 376        904            1            0        0        1            1
## 377        914            0            0        1        0            2
## 378       2466            0            0        3        0            4
## 379       1856            1            0        1        1            1
## 380       1800            0            0        2        1            3
## 381       1691            0            0        2        0            3
## 382       1301            1            0        2        0            2
## 383       1797            0            0        2        1            3
## 384        784            0            0        1        0            2
## 385       1953            1            0        2        1            3
## 386       1269            0            0        2        0            2
## 387       1184            0            0        1        0            5
## 388       1125            1            0        1        0            3
## 389       1479            0            0        2        0            3
## 390       2332            1            0        2        1            3
## 391       1367            1            0        1        0            4
## 392       1961            1            0        2        1            3
## 393        882            0            0        1        0            3
## 394        788            0            0        1        0            2
## 395       1034            0            0        1        0            2
## 396       1144            1            0        1        0            3
## 397        894            0            0        1        0            2
## 398       1812            0            0        2        0            4
## 399       1077            0            0        1        0            2
## 400       1550            1            0        2        0            2
## 401       1288            1            0        1        1            1
## 402       1310            0            0        2        0            3
## 403        672            0            0        1        0            2
## 404       2263            0            0        2        1            4
## 405       1572            0            0        2        1            3
## 406       1620            1            0        2        0            3
## 407       1639            0            0        1        0            3
## 408       1680            0            0        2        0            4
## 409       2172            0            0        2        1            3
## 410       2078            1            0        2        1            3
## 411       1276            0            0        1        0            3
## 412       1056            1            0        1        0            3
## 413       1478            1            0        2        1            2
## 414       1028            0            0        1        0            2
## 415       2097            0            1        2        1            3
## 416       1340            0            0        2        0            3
## 417       1400            0            0        1        1            3
## 418       2624            1            0        2        1            4
## 419       1134            1            0        1        1            3
## 420       1056            1            0        1        0            3
## 421       1344            2            0        2        0            2
## 422       1602            0            1        2        0            3
## 423        988            0            0        1        0            2
## 424       2630            1            0        2        1            4
## 425       1196            1            0        1        0            2
## 426       1389            0            0        1        1            3
## 427       1644            1            1        2        0            2
## 428        907            0            0        1        0            3
## 429       1208            1            0        2        0            2
## 430       1412            1            0        2        0            3
## 431        987            0            0        1        1            2
## 432       1198            0            0        1        0            4
## 433       1365            1            0        1        1            2
## 434       1604            0            0        2        1            3
## 435        630            1            0        1        0            1
## 436       1661            1            0        2        1            3
## 437       1118            0            0        1        0            2
## 438        904            0            0        1        0            2
## 439        694            0            0        1        0            2
## 440       1196            0            0        1        0            3
## 441       2402            1            0        2        0            2
## 442       1440            0            0        2        0            4
## 443       1573            0            0        2        0            3
## 444       1258            0            0        2        0            2
## 445       1908            1            0        2        1            4
## 446       1689            0            0        1        0            3
## 447       1888            0            0        2        1            2
## 448       1886            0            0        2        1            4
## 449       1376            0            0        2        0            3
## 450       1183            0            0        1        1            2
## 451        813            0            0        1        0            2
## 452       1533            1            0        2        0            2
## 453       1756            1            0        2        1            3
## 454       1590            0            0        2        1            3
## 455       1728            2            0        2        0            4
## 456       1242            0            0        1        1            3
## 457       1344            0            0        1        0            4
## 458       1663            1            0        1        0            2
## 459       1666            0            0        1        0            3
## 460       1203            1            0        1        0            3
## 461       1935            1            0        2        1            3
## 462       1135            1            0        1        0            3
## 463        864            0            0        1        0            3
## 464       1660            0            0        1        1            3
## 465       1040            0            0        2        0            3
## 466       1414            0            0        2        0            2
## 467       1277            1            0        1        0            2
## 468       1644            0            0        1        1            3
## 469       1634            0            0        2        0            3
## 470       1710            0            0        2        1            3
## 471       1502            1            0        1        1            1
## 472       1969            0            0        2        1            3
## 473       1072            1            0        1        0            2
## 474       1976            1            0        2        0            2
## 475       1652            1            0        2        0            2
## 476        970            1            0        1        0            2
## 477       1493            1            0        2        0            3
## 478       2643            0            0        2        1            3
## 479       1718            1            0        2        0            3
## 480       1131            0            0        1        0            2
## 481       1850            1            0        2        0            3
## 482       1792            1            0        2        0            2
## 483       1826            1            0        1        1            4
## 484       1216            1            0        2        0            2
## 485        999            1            0        1        0            3
## 486       1113            0            0        1        0            3
## 487       1073            1            0        1        1            3
## 488       1484            0            0        2        0            3
## 489       2414            0            0        2        0            3
## 490        630            1            0        1        0            1
## 491       1304            0            0        1        1            3
## 492       1578            1            0        1        0            3
## 493       1456            0            0        2        1            3
## 494       1269            0            0        1        1            3
## 495        886            0            0        1        0            2
## 496        720            0            0        1        0            2
## 497       3228            1            0        3        0            4
## 498       1820            1            0        2        0            4
## 499        899            0            0        1        0            3
## 500        912            0            1        1        0            2
## 501       1218            0            0        1        1            3
## 502       1768            0            0        2        1            3
## 503       1214            1            0        1        0            2
## 504       1801            1            0        2        0            1
## 505       1322            0            1        2        1            3
## 506       1960            0            0        2        0            4
## 507       1911            0            0        2        1            3
## 508       1218            0            0        2        0            2
## 509       1378            0            0        2        0            3
## 510       1041            1            0        1        0            3
## 511       1363            1            0        1        0            2
## 512       1368            0            0        2        0            2
## 513        864            1            0        1        0            3
## 514       1080            0            0        1        1            3
## 515        789            0            0        1        0            2
## 516       2020            1            0        2        1            3
## 517       2119            0            0        2        1            3
## 518       2344            0            0        2        1            3
## 519       1796            1            0        2        1            3
## 520       2080            0            0        1        1            3
## 521       1294            0            0        2        0            3
## 522       1244            0            0        1        1            3
## 523       1664            0            0        2        0            3
## 524       4676            1            0        3        1            3
## 525       2398            1            0        2        1            3
## 526       1266            0            0        2        0            3
## 527        928            0            0        1        0            2
## 528       2713            1            0        2        1            3
## 529        605            1            0        1        0            2
## 530       2515            1            0        3        0            4
## 531       1509            1            0        2        0            3
## 532       1362            0            0        2        0            3
## 533        827            0            0        1        0            2
## 534        334            0            0        1        0            1
## 535       1414            0            0        2        1            3
## 536       1347            1            0        1        0            3
## 537       1724            0            0        2        1            3
## 538        864            0            0        1        0            3
## 539       1159            0            0        1        1            3
## 540       1601            1            0        2        0            3
## 541       1838            1            0        2        0            2
## 542       2285            0            0        2        1            4
## 543       1680            1            0        2        0            3
## 544        767            1            0        1        0            1
## 545       1496            1            0        2        1            3
## 546       2183            0            0        2        1            4
## 547       1635            0            0        1        1            3
## 548        768            1            0        1        0            2
## 549        825            1            0        1        0            2
## 550       2094            0            0        2        1            4
## 551       1069            0            0        2        0            2
## 552        928            0            0        1        0            3
## 553       1717            0            0        2        0            3
## 554       1126            0            0        2        0            2
## 555       2046            1            0        2        1            3
## 556       1048            0            0        1        0            2
## 557       1092            1            0        1        0            2
## 558       1336            0            0        1        1            3
## 559       1446            0            1        2        1            3
## 560       1557            0            0        2        0            2
## 561       1392            1            0        1        1            3
## 562       1389            1            0        1        0            2
## 563        996            1            0        1        0            3
## 564       1674            0            0        2        0            4
## 565       2295            1            0        2        1            4
## 566       1647            1            0        1        1            4
## 567       2504            0            0        2        1            4
## 568       1535            0            0        2        0            3
## 569       2132            1            0        1        1            1
## 570        943            1            0        1        0            2
## 571       1728            0            0        2        0            6
## 572        864            1            0        1        0            2
## 573       1692            0            0        2        1            3
## 574       1430            0            0        2        1            3
## 575       1109            0            1        1        0            3
## 576       1216            0            0        1        0            2
## 577       1477            0            1        2        0            3
## 578       1320            1            0        1        0            3
## 579       1392            0            0        2        0            2
## 580       1795            0            0        2        0            4
## 581       1429            0            1        1        0            3
## 582       2042            0            0        2        1            3
## 583        816            1            0        1        0            3
## 584       2775            0            0        3        1            3
## 585       1573            0            0        1        0            3
## 586       2028            1            0        2        0            2
## 587        838            1            0        1        0            2
## 588        860            1            0        1        0            2
## 589       1473            2            0        1        0            1
## 590        935            0            0        1        0            2
## 591       1582            0            0        2        1            3
## 592       2296            1            0        2        1            3
## 593        816            1            0        1        0            2
## 594        848            1            0        1        0            1
## 595        924            0            0        1        0            3
## 596       1826            1            0        2        0            3
## 597       1368            0            0        1        0            3
## 598       1402            0            2        0        2            2
## 599       1647            1            0        2        0            3
## 600       1556            1            0        2        1            3
## 601       1904            1            0        2        1            3
## 602       1375            0            0        1        1            3
## 603       1915            1            0        2        1            3
## 604       1200            0            0        2        1            2
## 605       1494            1            0        2        0            3
## 606       1986            0            0        2        1            3
## 607       1040            1            0        1        0            3
## 608       2008            1            0        3        0            3
## 609       3194            0            0        2        1            4
## 610       1029            1            0        1        0            3
## 611       2153            1            0        2        1            3
## 612       1032            0            1        2        0            3
## 613       1872            1            0        2        1            3
## 614       1120            0            0        1        0            3
## 615        630            1            0        1        0            1
## 616       1054            1            0        1        0            3
## 617       1509            1            0        2        1            3
## 618        832            0            0        1        0            2
## 619       1828            0            0        2        0            3
## 620       2262            1            0        2        1            4
## 621        864            1            0        1        0            2
## 622       2614            0            0        2        1            4
## 623        980            0            0        1        0            3
## 624       1512            0            0        2        1            2
## 625       1790            1            0        1        2            4
## 626       1116            0            0        1        1            3
## 627       1422            0            0        1        0            3
## 628       1520            1            0        1        0            3
## 629       2080            0            1        1        2            5
## 630       1350            1            0        1        1            3
## 631       1750            0            0        1        0            3
## 632       1554            0            0        2        0            2
## 633       1411            0            0        2        0            3
## 634       1056            0            1        1        0            3
## 635       1056            2            0        0        0            0
## 636       3395            0            0        2        0            8
## 637        800            0            0        1        0            1
## 638       1387            0            0        2        0            3
## 639        796            0            0        1        0            2
## 640       1567            1            0        2        0            1
## 641       1518            0            0        1        1            1
## 642       1929            1            0        2        1            3
## 643       2704            1            0        2        1            4
## 644       1620            0            0        2        1            4
## 645       1766            1            0        2        1            2
## 646        981            1            0        1        1            3
## 647       1048            0            0        1        0            3
## 648       1094            0            0        1        0            3
## 649       1839            0            0        1        1            4
## 650        630            1            0        1        0            1
## 651       1665            0            0        2        1            3
## 652       1510            1            0        1        0            4
## 653       1716            0            0        2        1            2
## 654       1469            0            0        1        0            3
## 655       2113            1            0        2        1            2
## 656       1092            0            0        1        1            3
## 657       1053            1            0        1        1            3
## 658       1502            0            0        1        1            3
## 659       1458            0            1        1        0            3
## 660       1486            1            0        1        0            3
## 661       1935            0            0        2        1            3
## 662       2448            1            0        2        1            4
## 663       1392            1            0        1        0            2
## 664       1181            1            0        2        0            3
## 665       2097            1            0        1        1            1
## 666       1936            0            0        2        1            3
## 667       2380            0            0        2        1            3
## 668       1679            1            0        2        0            3
## 669       1437            1            0        1        1            3
## 670       1180            0            0        1        0            2
## 671       1476            1            0        2        1            3
## 672       1369            1            0        2        0            3
## 673       1208            1            0        1        1            3
## 674       1839            1            0        2        0            3
## 675       1136            1            0        1        0            3
## 676       1441            0            0        2        1            3
## 677       1774            1            0        2        0            4
## 678        792            0            0        1        0            2
## 679       2046            0            0        2        1            3
## 680        988            1            0        1        0            3
## 681        923            0            0        2        0            2
## 682       1520            0            0        1        0            3
## 683       1291            1            0        1        0            2
## 684       1668            1            0        2        0            3
## 685       1839            0            0        2        1            4
## 686       2090            1            0        2        0            3
## 687       1761            0            0        3        0            3
## 688       1102            0            0        2        1            2
## 689       1419            1            0        2        0            2
## 690       1362            0            0        2        0            2
## 691        848            1            0        1        0            1
## 692       4316            0            1        3        1            4
## 693       2519            1            0        2        1            4
## 694       1073            0            0        1        0            2
## 695       1539            0            0        1        1            3
## 696       1137            1            0        2        0            2
## 697        616            0            0        1        0            2
## 698       1148            0            1        1        0            2
## 699        894            1            0        1        0            3
## 700       1391            0            0        2        0            2
## 701       1800            1            0        2        0            3
## 702       1164            0            0        1        1            3
## 703       2576            0            0        2        1            4
## 704       1812            0            0        2        0            4
## 705       1484            1            0        2        0            3
## 706       1092            0            0        2        0            3
## 707       1824            1            0        2        0            2
## 708       1324            1            0        2        0            2
## 709       1456            0            0        2        1            3
## 710        904            0            0        1        0            3
## 711        729            0            0        1        0            2
## 712       1178            0            0        1        0            2
## 713       1228            1            0        2        0            2
## 714        960            1            0        1        0            3
## 715       1479            0            0        2        1            3
## 716       1350            0            0        2        0            3
## 717       2554            0            0        1        1            3
## 718       1178            0            1        1        1            3
## 719       2418            1            0        2        1            3
## 720        971            0            0        1        1            3
## 721       1742            1            0        2        0            2
## 722        848            1            0        1        0            1
## 723        864            0            0        1        0            3
## 724       1470            0            0        2        0            4
## 725       1698            1            0        2        0            3
## 726        864            0            0        1        0            3
## 727       1680            1            0        2        0            3
## 728       1232            1            0        2        0            2
## 729       1776            1            0        2        0            4
## 730       1208            0            0        1        0            2
## 731       1616            1            0        2        0            2
## 732       1146            1            0        2        0            3
## 733       2031            0            0        2        1            3
## 734       1144            1            0        1        0            3
## 735        948            0            0        1        0            3
## 736       1768            0            0        1        1            2
## 737       1040            0            0        2        0            2
## 738       1801            0            0        2        1            3
## 739       1200            3            0        3        0            3
## 740       1728            0            0        2        1            3
## 741       1432            0            0        2        0            2
## 742        912            1            1        1        0            3
## 743       1349            0            0        2        0            3
## 744       1464            0            1        2        0            3
## 745       1337            1            0        2        0            2
## 746       2715            0            1        3        1            4
## 747       2256            0            0        2        1            4
## 748       2640            0            0        1        1            4
## 749       1720            1            0        2        0            3
## 750       1529            0            0        2        0            4
## 751       1140            0            0        1        0            3
## 752       1320            0            0        2        1            3
## 753       1494            1            0        2        0            3
## 754       2098            0            0        2        1            3
## 755       1026            1            0        1        0            3
## 756       1471            0            0        2        1            3
## 757       1768            0            0        2        1            3
## 758       1386            0            0        2        1            3
## 759       1501            0            0        2        1            3
## 760       2531            0            0        2        1            4
## 761        864            0            0        1        0            2
## 762       1301            0            0        1        0            2
## 763       1547            0            0        2        1            3
## 764       2365            1            0        2        1            3
## 765       1494            1            0        1        1            2
## 766       1506            0            0        2        0            2
## 767       1714            0            0        2        1            3
## 768       1750            1            0        2        0            4
## 769       1836            0            0        2        0            3
## 770       3279            1            0        3        1            4
## 771        858            1            0        1        0            2
## 772       1220            0            0        1        0            2
## 773       1117            1            0        1        0            3
## 774        912            0            0        1        0            2
## 775       1973            0            0        2        0            3
## 776       1204            1            0        2        0            2
## 777       1614            0            0        2        0            3
## 778        894            1            0        1        0            3
## 779       2020            0            0        2        0            4
## 780       1004            1            0        1        0            2
## 781       1253            0            0        2        0            3
## 782       1603            0            0        2        1            3
## 783       1430            0            0        2        0            3
## 784       1110            1            0        1        0            1
## 785       1484            0            0        2        0            3
## 786       1342            0            0        2        0            3
## 787       1652            1            0        2        0            4
## 788       2084            1            0        2        1            4
## 789        901            0            0        1        0            2
## 790       2087            0            0        2        1            5
## 791       1145            0            0        2        0            2
## 792       1062            1            0        1        0            3
## 793       2013            1            0        2        1            3
## 794       1496            0            0        2        0            3
## 795       1895            0            0        2        1            3
## 796       1564            0            0        2        1            3
## 797       1285            0            0        1        1            3
## 798        773            0            0        1        0            2
## 799       3140            0            0        3        1            4
## 800       1768            1            0        1        1            3
## 801       1688            1            0        2        1            4
## 802       1196            1            0        1        0            2
## 803       1456            1            0        2        1            3
## 804       2822            0            0        3        1            4
## 805       1128            0            0        1        0            2
## 806       1428            0            0        2        0            3
## 807        980            0            0        2        0            3
## 808       1576            2            0        1        1            3
## 809       1086            1            0        1        0            3
## 810       2138            0            0        2        0            2
## 811       1309            1            0        1        1            3
## 812        848            1            0        1        0            1
## 813       1044            0            0        1        0            2
## 814       1442            0            0        1        1            4
## 815       1250            0            1        1        1            3
## 816       1661            0            0        2        0            3
## 817       1008            0            0        1        0            2
## 818       1689            1            0        2        0            3
## 819       1052            1            0        1        0            3
## 820       1358            1            0        2        0            2
## 821       1640            0            0        2        1            3
## 822        936            0            0        1        0            2
## 823       1733            0            0        2        1            3
## 824       1489            0            0        2        0            3
## 825       1489            0            0        2        0            3
## 826       2084            1            0        2        0            2
## 827        784            1            0        1        0            2
## 828       1434            0            0        2        0            3
## 829       2126            0            1        2        1            3
## 830       1223            0            0        2        1            2
## 831       1392            1            0        1        1            3
## 832       1200            0            0        2        1            2
## 833       1829            1            0        2        1            3
## 834       1516            0            0        1        1            3
## 835       1144            1            0        1        0            3
## 836       1067            0            0        2        0            2
## 837       1559            1            0        1        0            2
## 838        987            1            0        1        1            2
## 839       1099            0            0        1        1            3
## 840       1200            0            0        1        0            3
## 841       1482            0            0        2        0            4
## 842       1539            0            0        2        0            3
## 843       1165            1            0        1        1            3
## 844       1800            0            0        2        0            6
## 845       1416            0            0        1        1            4
## 846       1701            1            0        2        0            3
## 847       1775            1            0        2        1            3
## 848        864            1            0        1        0            3
## 849       2358            0            0        3        0            5
## 850       1855            0            0        2        1            3
## 851        848            1            0        1        0            1
## 852       1456            0            0        2        0            2
## 853       1646            0            0        2        0            4
## 854       1445            0            0        1        1            3
## 855       1779            1            0        1        1            3
## 856       1040            1            0        1        1            3
## 857       1026            1            0        1        0            3
## 858       1481            0            0        2        1            3
## 859       1370            0            0        2        0            3
## 860       2654            1            0        2        1            4
## 861       1426            0            0        1        1            3
## 862       1039            1            0        1        1            3
## 863       1097            0            0        2        0            3
## 864       1148            1            0        1        0            3
## 865       1372            0            0        2        0            3
## 866       1002            1            0        1        0            3
## 867       1646            0            0        2        0            3
## 868       1120            1            0        1        1            3
## 869       2320            0            0        2        0            2
## 870       1949            1            0        2        1            3
## 871        894            0            0        1        0            2
## 872       1682            0            0        2        1            3
## 873        910            0            0        1        0            3
## 874       1268            0            0        1        0            3
## 875       1131            0            0        1        1            3
## 876       2610            0            0        2        1            4
## 877       1040            1            0        1        0            3
## 878       2224            1            0        2        1            4
## 879       1155            1            0        1        0            3
## 880        864            1            0        1        0            3
## 881       1090            1            0        1        1            2
## 882       1717            0            0        2        1            3
## 883       1593            0            0        2        1            3
## 884       2230            1            0        1        0            5
## 885        892            0            0        1        0            3
## 886       1709            1            0        2        0            2
## 887       1712            0            0        2        0            4
## 888       1393            0            0        1        1            3
## 889       2217            1            0        2        0            4
## 890       1505            1            0        1        0            2
## 891        924            0            0        1        0            3
## 892       1683            0            0        2        1            3
## 893       1068            0            1        1        0            3
## 894       1383            1            0        1        0            3
## 895       1535            0            0        2        0            4
## 896       1796            1            0        1        1            4
## 897        951            0            0        1        0            2
## 898       2240            0            0        2        0            6
## 899       2364            1            0        2        1            2
## 900       1236            0            0        1        0            3
## 901        858            0            0        1        0            2
## 902       1306            1            0        1        0            2
## 903       1509            0            0        2        1            3
## 904       1670            0            0        2        0            3
## 905        902            0            0        1        0            3
## 906       1063            1            0        1        0            3
## 907       1636            1            0        2        0            3
## 908       2057            0            0        1        1            3
## 909        902            1            0        1        0            2
## 910       1484            0            0        2        1            3
## 911       2274            0            0        2        0            5
## 912       1268            0            0        1        1            3
## 913       1015            0            0        1        0            3
## 914       2002            0            0        2        0            4
## 915       1224            0            0        2        1            2
## 916       1092            0            0        1        1            3
## 917        480            1            0        0        0            1
## 918       1229            0            0        1        0            3
## 919       2127            1            0        2        1            4
## 920       1414            1            0        1        0            3
## 921       1721            0            1        2        1            3
## 922       2200            2            0        2        2            4
## 923       1316            0            0        2        0            3
## 924       1617            1            0        2        0            2
## 925       1686            1            0        2        0            3
## 926       1126            0            1        2        0            3
## 927       2374            0            0        2        1            4
## 928       1978            0            0        2        1            4
## 929       1788            0            0        2        0            3
## 930       2236            0            0        2        1            4
## 931       1466            0            0        2        0            3
## 932        925            0            1        1        0            2
## 933       1905            0            0        2        0            3
## 934       1500            0            0        2        0            3
## 935       2069            1            0        2        0            4
## 936        747            0            0        1        0            1
## 937       1200            1            0        2        0            2
## 938       1971            0            0        2        1            3
## 939       1962            0            0        2        1            3
## 940       2403            0            0        2        0            4
## 941       1728            0            0        2        0            4
## 942       2060            1            0        2        1            3
## 943       1440            2            0        2        0            4
## 944       1632            0            0        2        0            4
## 945       1344            0            1        1        0            3
## 946       1869            0            0        1        0            2
## 947       1144            1            0        1        0            3
## 948       1629            1            0        2        0            3
## 949       1776            0            0        2        1            3
## 950       1381            1            0        1        1            3
## 951        864            1            0        1        0            3
## 952        965            1            0        1        0            3
## 953        768            0            1        1        0            2
## 954       1968            0            1        2        1            4
## 955        980            0            2        2        0            4
## 956       1958            0            0        2        0            4
## 957       1229            0            0        1        1            2
## 958       1057            0            0        1        0            3
## 959       1337            1            0        2        0            3
## 960       1416            1            0        2        1            3
## 961        858            1            0        1        0            2
## 962       2872            1            0        2        1            4
## 963       1548            1            0        2        1            3
## 964       1800            0            0        2        0            2
## 965       1894            1            0        2        1            4
## 966       1484            0            0        2        1            3
## 967       1308            1            0        1        1            2
## 968       1098            1            0        1        0            3
## 969        968            0            0        1        0            2
## 970       1095            1            0        1        0            2
## 971       1192            0            0        1        1            4
## 972       1626            0            0        2        0            2
## 973        918            0            0        2        0            2
## 974       1428            0            0        2        0            3
## 975       2019            0            0        1        0            3
## 976       1382            1            0        2        1            3
## 977        869            0            0        1        0            2
## 978       1241            1            0        1        1            1
## 979        894            0            0        1        0            3
## 980       1121            1            0        1        0            3
## 981        999            1            0        1        0            3
## 982       2612            1            0        2        1            4
## 983       1266            0            0        2        0            2
## 984       2290            0            0        2        1            4
## 985       1734            0            0        2        0            4
## 986       1164            1            0        1        0            3
## 987       1635            0            0        1        0            2
## 988       1940            1            0        2        1            3
## 989       2030            0            0        2        1            4
## 990       1576            0            0        2        1            3
## 991       2392            1            0        2        1            3
## 992       1742            0            0        1        1            4
## 993       1851            0            0        2        1            3
## 994       1500            0            0        2        1            3
## 995       1718            1            0        2        0            3
## 996       1230            1            0        1        1            3
## 997       1050            1            0        1        0            3
## 998       1442            0            0        2        0            2
## 999       1077            0            0        1        0            3
## 1000      1208            1            0        2        0            2
## 1001       944            0            0        1        0            2
## 1002       691            0            0        1        0            2
## 1003      1574            0            0        2        0            3
## 1004      1680            0            0        2        0            4
## 1005      1504            0            0        2        0            1
## 1006       985            0            0        2        0            3
## 1007      1657            0            1        2        0            3
## 1008      1092            0            0        1        1            3
## 1009      1710            0            0        2        0            3
## 1010      1522            0            0        2        0            4
## 1011      1271            0            0        2        0            4
## 1012      1664            0            0        2        0            4
## 1013      1502            0            0        1        1            3
## 1014      1022            1            0        1        0            2
## 1015      1082            0            0        1        0            2
## 1016      1665            1            0        2        1            3
## 1017      1504            1            0        2        0            3
## 1018      1360            1            0        1        0            1
## 1019      1472            0            0        2        1            3
## 1020      1506            0            0        2        0            2
## 1021      1132            1            0        1        1            2
## 1022      1220            1            0        2        0            2
## 1023      1248            0            0        1        0            2
## 1024      1504            0            0        2        0            2
## 1025      2898            1            0        2        0            2
## 1026       882            1            0        1        0            3
## 1027      1264            1            0        1        0            3
## 1028      1646            1            0        2        0            3
## 1029      1376            1            0        1        0            3
## 1030      1218            0            1        1        1            3
## 1031      1928            0            0        2        0            5
## 1032      3082            1            0        2        1            5
## 1033      2520            1            0        2        1            5
## 1034      1654            1            0        2        0            3
## 1035       954            0            0        1        0            2
## 1036       845            0            0        1        0            3
## 1037      1620            1            0        2        0            2
## 1038      2263            0            0        2        1            3
## 1039      1344            0            0        1        1            3
## 1040       630            1            0        1        0            1
## 1041      1803            1            0        2        0            3
## 1042      1632            0            1        1        1            4
## 1043      1306            1            0        2        0            1
## 1044      2329            1            0        2        1            4
## 1045      2524            1            0        2        1            4
## 1046      1733            0            0        2        0            4
## 1047      2868            0            0        3        1            4
## 1048       990            0            1        1        0            3
## 1049      1771            0            0        1        0            3
## 1050       930            0            0        1        0            2
## 1051      1302            0            0        2        0            3
## 1052      1316            0            0        2        0            3
## 1053      1977            0            1        1        1            4
## 1054      1526            0            0        1        0            4
## 1055      1989            1            0        2        1            3
## 1056      1523            0            1        2        0            3
## 1057      1364            1            0        2        0            2
## 1058      1850            0            0        2        1            3
## 1059      2184            1            0        2        1            3
## 1060      1991            0            0        1        1            3
## 1061      1338            1            0        2        0            2
## 1062       894            0            0        1        0            2
## 1063      2337            0            0        2        0            5
## 1064      1103            0            0        1        0            2
## 1065      1154            0            0        1        1            3
## 1066      2260            1            0        2        1            3
## 1067      1571            0            0        2        1            3
## 1068      1611            1            0        1        1            4
## 1069      2521            1            0        2        1            5
## 1070       893            0            1        1        0            2
## 1071      1048            1            0        1        0            3
## 1072      1556            0            0        1        1            4
## 1073      1456            1            1        1        0            4
## 1074      1426            0            0        1        1            3
## 1075      1240            0            0        2        0            2
## 1076      1740            0            0        1        1            3
## 1077      1466            0            1        2        0            3
## 1078      1096            1            0        1        0            3
## 1079       848            1            0        1        0            1
## 1080       990            0            0        1        0            3
## 1081      1258            0            1        2        0            3
## 1082      1040            1            0        1        1            3
## 1083      1459            0            0        2        0            3
## 1084      1251            1            0        1        0            3
## 1085      1498            0            0        2        1            3
## 1086       996            1            0        1        0            2
## 1087      1092            0            0        1        1            3
## 1088      1953            0            0        2        1            3
## 1089      1709            0            0        2        0            3
## 1090      1247            1            0        1        1            1
## 1091      1040            0            0        2        0            2
## 1092      1252            1            0        2        1            2
## 1093      1694            0            0        2        0            4
## 1094      1200            1            0        1        1            1
## 1095       936            1            0        1        0            2
## 1096      1314            0            0        2        0            3
## 1097      1355            0            0        1        1            3
## 1098      1088            0            0        1        1            2
## 1099      1324            0            0        1        0            3
## 1100      1601            0            0        2        0            3
## 1101       438            0            0        1        0            1
## 1102       950            0            0        1        0            3
## 1103      1134            0            0        1        0            2
## 1104      1194            0            1        1        0            3
## 1105      1302            0            0        2        1            3
## 1106      2622            1            0        2        1            3
## 1107      1442            1            0        2        0            3
## 1108      2021            0            0        2        1            3
## 1109      1690            0            0        2        1            3
## 1110      1836            1            0        2        0            3
## 1111      1658            1            0        2        1            3
## 1112      1964            0            0        2        1            4
## 1113       816            1            0        1        0            2
## 1114      1008            1            0        1        0            2
## 1115       833            0            0        1        0            2
## 1116      1734            1            0        2        0            3
## 1117      1419            1            0        2        1            3
## 1118       894            1            0        1        0            3
## 1119      1601            0            1        1        0            3
## 1120      1040            0            0        1        0            3
## 1121      1012            0            0        1        0            2
## 1122      1552            0            0        2        0            3
## 1123       960            0            0        1        0            3
## 1124       698            0            1        1        0            2
## 1125      1482            0            0        2        1            3
## 1126      1005            0            0        1        0            2
## 1127      1555            0            0        2        0            2
## 1128      1530            1            0        2        0            3
## 1129      1959            0            0        2        1            4
## 1130       936            1            0        1        0            2
## 1131      1981            1            0        2        0            4
## 1132       974            0            0        1        0            3
## 1133      2210            0            0        2        0            5
## 1134      2020            0            0        2        1            3
## 1135      1600            0            0        2        1            3
## 1136       986            0            0        1        0            2
## 1137      1252            0            0        1        0            3
## 1138      1020            0            0        1        0            2
## 1139      1567            1            0        2        0            2
## 1140      1167            0            0        1        0            3
## 1141       952            1            0        1        0            2
## 1142      1868            1            0        2        1            4
## 1143      2828            1            0        3        0            4
## 1144      1006            0            0        1        0            3
## 1145       924            1            0        1        0            2
## 1146      1576            0            0        1        0            3
## 1147      1298            1            0        2        0            3
## 1148      1564            0            0        1        1            3
## 1149      1111            0            0        1        0            2
## 1150      1482            0            1        1        0            3
## 1151       932            0            0        1        0            2
## 1152      1466            0            0        1        1            3
## 1153      1811            0            0        1        0            2
## 1154       816            0            0        1        0            2
## 1155      1820            0            0        1        2            4
## 1156      1437            1            0        2        0            3
## 1157      1265            0            1        2        0            3
## 1158      1314            1            0        2        0            2
## 1159      1580            0            0        2        0            3
## 1160      1876            0            0        2        1            4
## 1161      1456            0            0        2        1            3
## 1162      1640            1            0        1        0            3
## 1163       894            0            0        1        0            3
## 1164      1258            2            0        0        2            0
## 1165      1432            1            0        1        1            2
## 1166      1502            0            0        2        0            3
## 1167      1694            0            0        2        0            3
## 1168      1671            1            0        2        1            3
## 1169      2108            0            0        2        0            4
## 1170      3627            1            0        3        1            4
## 1171      1118            1            0        1        0            3
## 1172      1261            1            0        1        0            3
## 1173      1250            0            0        2        1            2
## 1174      3086            0            0        3        0            3
## 1175      2345            0            0        2        1            4
## 1176      2872            0            0        2        1            4
## 1177       923            1            0        1        0            3
## 1178      1224            0            0        1        0            3
## 1179      1343            0            0        1        1            3
## 1180      1124            0            0        1        0            3
## 1181      2514            0            0        2        1            4
## 1182      1652            1            1        2        0            2
## 1183      4476            1            0        3        1            4
## 1184      1130            1            0        1        0            2
## 1185      1572            1            0        1        1            3
## 1186      1221            1            0        1        0            4
## 1187      1699            1            0        2        0            3
## 1188      1624            1            0        2        0            2
## 1189      1660            0            0        2        1            3
## 1190      1804            0            0        2        1            3
## 1191      1622            1            0        1        0            3
## 1192      1441            0            0        2        1            2
## 1193      1472            0            0        1        0            3
## 1194      1224            1            0        2        0            2
## 1195      1352            0            0        1        1            4
## 1196      1456            0            0        2        1            3
## 1197      1863            0            0        2        1            4
## 1198      1690            0            0        1        0            3
## 1199      1212            0            0        2        0            3
## 1200      1382            0            0        1        1            3
## 1201       864            0            0        1        0            3
## 1202      1779            0            0        2        1            3
## 1203      1348            1            0        1        0            3
## 1204      1630            0            0        2        0            3
## 1205      1074            1            0        1        1            3
## 1206      2196            0            0        2        0            3
## 1207      1056            1            0        1        0            2
## 1208      1700            1            0        2        0            3
## 1209      1283            1            0        1        0            3
## 1210      1660            1            0        2        0            3
## 1211      1845            0            0        2        1            3
## 1212      1752            0            0        2        0            4
## 1213       672            1            0        1        0            2
## 1214       960            1            1        0        0            0
## 1215       999            1            0        1        0            3
## 1216       894            0            0        1        0            3
## 1217      1902            0            0        2        0            4
## 1218      1314            1            0        2        0            3
## 1219       912            0            0        1        0            2
## 1220      1218            0            0        1        1            3
## 1221       912            0            0        1        0            2
## 1222      1211            0            0        1        0            3
## 1223      1846            0            0        2        0            3
## 1224      2136            0            0        2        0            4
## 1225      1490            1            0        2        1            3
## 1226      1138            0            1        1        0            3
## 1227      1933            0            0        2        1            4
## 1228       912            1            0        1        0            2
## 1229      1702            1            0        1        1            1
## 1230      1507            0            0        2        0            4
## 1231      2620            0            0        2        2            4
## 1232      1190            1            0        1        0            3
## 1233      1224            0            0        2        0            2
## 1234      1188            1            0        1        0            3
##      KitchenAbvGr KitchenQual TotRmsAbvGrd Functional Fireplaces FireplaceQu
## 1               1          Gd            8        Typ          0        <NA>
## 2               1          TA            6        Typ          1          TA
## 3               1          Gd            6        Typ          1          TA
## 4               1          Gd            7        Typ          1          Gd
## 5               1          Gd            9        Typ          1          TA
## 6               1          TA            5        Typ          0        <NA>
## 7               1          Gd            7        Typ          1          Gd
## 8               1          TA            7        Typ          2          TA
## 9               2          TA            8       Min1          2          TA
## 10              2          TA            5        Typ          2          TA
## 11              1          TA            5        Typ          0        <NA>
## 12              1          Ex           11        Typ          2          Gd
## 13              1          TA            4        Typ          0        <NA>
## 14              1          Gd            7        Typ          1          Gd
## 15              1          TA            5        Typ          1          Fa
## 16              1          TA            5        Typ          0        <NA>
## 17              1          TA            5        Typ          1          TA
## 18              2          TA            6        Typ          0        <NA>
## 19              1          Gd            6        Typ          0        <NA>
## 20              1          TA            6       Min1          0        <NA>
## 21              1          Gd            9        Typ          1          Gd
## 22              1          Gd            6        Typ          1          Gd
## 23              1          Gd            7        Typ          1          Gd
## 24              1          TA            6        Typ          1          TA
## 25              1          Gd            6        Typ          1          TA
## 26              1          Gd            7        Typ          1          Gd
## 27              1          Gd            5        Typ          0        <NA>
## 28              1          Gd            7        Typ          1          Gd
## 29              1          TA            6        Typ          2          Gd
## 30              1          Fa            4        Typ          0        <NA>
## 31              1          TA            6        Typ          0        <NA>
## 32              1          Gd            6        Typ          0        <NA>
## 33              1          Gd            7        Typ          0        <NA>
## 34              1          Gd            6        Typ          1          Gd
## 35              1          Ex            6        Typ          1          Gd
## 36              1          Gd            9        Typ          1          Gd
## 37              1          TA            6        Typ          0        <NA>
## 38              1          TA            5        Typ          1          TA
## 39              1          Gd            5        Typ          0        <NA>
## 40              2          Fa            6        Typ          0        <NA>
## 41              1          TA            6        Typ          1          TA
## 42              1          TA            5        Typ          2          Gd
## 43              1          Gd            5        Typ          0        <NA>
## 44              1          TA            5        Typ          0        <NA>
## 45              1          TA            6        Typ          0        <NA>
## 46              1          Ex            6        Typ          1          Gd
## 47              1          Gd            6        Typ          1          Ex
## 48              1          Gd            7        Typ          0        <NA>
## 49              3          TA            8        Typ          0        <NA>
## 50              1          TA            6        Typ          0        <NA>
## 51              1          TA            6        Typ          0        <NA>
## 52              1          TA            6        Typ          1          Gd
## 53              1          TA            5        Typ          0        <NA>
## 54              1          Gd            5        Typ          1          Gd
## 55              1          TA            6       Min1          1          TA
## 56              1          TA            7        Typ          1          Gd
## 57              1          Gd            7        Typ          0        <NA>
## 58              1          Gd            7        Typ          0        <NA>
## 59              1          Gd           10        Typ          1          Gd
## 60              1          TA            4        Typ          0        <NA>
## 61              1          Gd            5        Typ          0        <NA>
## 62              1          Fa            6        Typ          0        <NA>
## 63              1          Gd            6        Typ          1          Gd
## 64              1          TA            9        Typ          0        <NA>
## 65              1          Gd            8        Typ          0        <NA>
## 66              1          Gd            9        Typ          1          Gd
## 67              1          TA            7       Min1          1          Gd
## 68              1          Gd            7        Typ          0        <NA>
## 69              1          TA            4        Typ          0        <NA>
## 70              1          TA            7        Typ          1          TA
## 71              1          TA            8        Typ          2          Gd
## 72              1          TA            4        Typ          0        <NA>
## 73              1          TA            7        Typ          1          TA
## 74              1          TA            6        Typ          0        <NA>
## 75              2          TA            8        Typ          0        <NA>
## 76              1          TA            5        Typ          0        <NA>
## 77              1          TA            4        Typ          0        <NA>
## 78              1          TA            6       Min1          0        <NA>
## 79              2          TA            8        Typ          0        <NA>
## 80              1          TA            5        Typ          0        <NA>
## 81              1          Gd            8        Typ          1          Gd
## 82              1          TA            5        Typ          0        <NA>
## 83              1          Gd            6        Typ          1          Gd
## 84              1          TA            6        Typ          0        <NA>
## 85              1          TA            7        Typ          1          TA
## 86              1          Gd            9        Typ          1          TA
## 87              1          Gd            6        Typ          1          Gd
## 88              1          Gd            4        Typ          0        <NA>
## 89              1          Fa            6        Typ          0        <NA>
## 90              1          TA            5        Typ          0        <NA>
## 91              1          TA            4        Typ          0        <NA>
## 92              1          TA            6        Typ          0        <NA>
## 93              1          TA            5        Typ          0        <NA>
## 94              2          TA            9        Typ          1          Gd
## 95              1          Gd            7        Typ          0        <NA>
## 96              1          TA            6        Typ          1          TA
## 97              1          Gd            6        Typ          0        <NA>
## 98              1          TA            6        Typ          0        <NA>
## 99              1          TA            5        Typ          0        <NA>
## 100             1          TA            6        Typ          0        <NA>
## 101             1          Gd            6        Typ          2          TA
## 102             1          Gd            7        Typ          1          TA
## 103             2          TA            8        Typ          0        <NA>
## 104             1          Gd            6        Typ          0        <NA>
## 105             1          TA            7        Typ          2          TA
## 106             1          Gd            9        Typ          1          Gd
## 107             1          TA            6        Typ          0        <NA>
## 108             1          TA            5        Typ          0        <NA>
## 109             1          Fa            7        Typ          0        <NA>
## 110             1          TA            7        Typ          1          TA
## 111             1          TA            7        Typ          0        <NA>
## 112             1          TA            7        Typ          1          TA
## 113             1          Ex           10        Typ          1          Gd
## 114             1          Gd            7        Typ          2          Gd
## 115             1          Gd            9        Typ          1          TA
## 116             1          TA            5        Typ          1          Fa
## 117             1          TA            6        Typ          1          Po
## 118             1          TA            5        Typ          0        <NA>
## 119             1          Gd           11        Typ          2          TA
## 120             1          Gd            8        Typ          1          Gd
## 121             1          TA            4        Typ          2          TA
## 122             1          TA            4        Typ          0        <NA>
## 123             1          TA            5        Typ          0        <NA>
## 124             1          Gd            5        Typ          0        <NA>
## 125             1          TA            7        Typ          1          TA
## 126             1          TA            5        Typ          0        <NA>
## 127             1          TA            5        Typ          1          TA
## 128             1          TA            5        Typ          1          TA
## 129             1          TA            6        Typ          1          Fa
## 130             1          Ex            6        Typ          0        <NA>
## 131             1          Gd            8        Typ          2          Gd
## 132             1          Gd            7        Typ          1          TA
## 133             1          Gd            7        Typ          0        <NA>
## 134             1          Gd            6        Typ          0        <NA>
## 135             1          TA            7       Min1          1          TA
## 136             1          TA            7        Typ          1          Gd
## 137             1          TA            5        Typ          1          Fa
## 138             2          TA            9        Typ          0        <NA>
## 139             1          Gd            7        Typ          2          TA
## 140             1          Gd            7        Typ          0        <NA>
## 141             1          TA            5        Typ          1          Po
## 142             1          Gd            7        Typ          0        <NA>
## 143             1          TA            6        Typ          0        <NA>
## 144             1          Gd            6        Typ          0        <NA>
## 145             2          TA           10        Typ          0        <NA>
## 146             1          Gd            7       Maj1          0        <NA>
## 147             1          TA            5        Typ          0        <NA>
## 148             1          Gd            8        Typ          1          Gd
## 149             1          Gd            6        Typ          0        <NA>
## 150             1          TA            7        Typ          0        <NA>
## 151             1          TA            5        Typ          0        <NA>
## 152             1          Gd            6        Typ          1          Gd
## 153             1          TA            8        Typ          1          Gd
## 154             1          TA            4        Typ          1          Gd
## 155             1          TA            7        Typ          0        <NA>
## 156             1          TA            5        Typ          0        <NA>
## 157             1          TA            5        Typ          0        <NA>
## 158             1          Ex            8        Typ          1          Gd
## 159             1          Gd            8        Typ          1          Gd
## 160             1          Gd            9        Typ          1          Gd
## 161             1          TA            6        Typ          0        <NA>
## 162             1          Ex           10        Typ          2          Gd
## 163             1          Gd            7        Typ          1          Gd
## 164             1          TA            4        Typ          0        <NA>
## 165             1          Gd            5        Typ          0        <NA>
## 166             2          TA            6        Typ          0        <NA>
## 167             1          TA            7        Typ          3          Gd
## 168             1          Ex            8        Typ          1          Gd
## 169             1          Gd            7        Typ          1          Gd
## 170             1          TA            6        Typ          1          TA
## 171             1          TA            7        Typ          0        <NA>
## 172             1          TA            7        Typ          2          Gd
## 173             1          Gd            5        Typ          1          TA
## 174             1          TA            6        Typ          1          TA
## 175             1          TA            7       Min2          1          TA
## 176             1          Gd            7        Typ          1          Gd
## 177             1          TA            8        Typ          1          TA
## 178             1          Gd            8        Typ          1          Gd
## 179             1          Ex            9        Typ          1          Gd
## 180             1          TA            5        Typ          0        <NA>
## 181             1          Gd            5        Typ          1          TA
## 182             1          TA            9        Typ          1          Gd
## 183             1          TA            7        Typ          1          Gd
## 184             1          Gd            6        Mod          0        <NA>
## 185             1          TA            5        Typ          0        <NA>
## 186             1          Ex           12        Typ          2          TA
## 187             1          Gd            6        Typ          0        <NA>
## 188             1          TA            8       Min2          0        <NA>
## 189             2          TA            6        Typ          2          TA
## 190             1          Ex            5        Typ          1          Gd
## 191             1          Gd           10       Maj1          2          TA
## 192             1          Gd            7        Typ          0        <NA>
## 193             1          Gd            6        Typ          0        <NA>
## 194             1          Gd            7       Maj1          0        <NA>
## 195             1          TA            5        Typ          0        <NA>
## 196             1          TA            7        Typ          1          TA
## 197             1          Ex            8        Typ          1          Gd
## 198             1          Gd            8        Typ          1          Ex
## 199             1          TA            8        Typ          0        <NA>
## 200             1          Ex            7        Typ          1          Gd
## 201             1          TA            5        Typ          0        <NA>
## 202             1          TA            6        Typ          2          Fa
## 203             1          TA            6       Min1          0        <NA>
## 204             1          Gd            3        Typ          1          Gd
## 205             1          TA            5        Typ          0        <NA>
## 206             1          TA            5        Typ          0        <NA>
## 207             1          TA            8       Min2          1          TA
## 208             1          TA            6        Typ          1          Po
## 209             1          TA            7        Typ          1          Gd
## 210             1          TA            6        Typ          0        <NA>
## 211             1          TA            5        Typ          0        <NA>
## 212             1          Gd            6        Typ          0        <NA>
## 213             1          Gd            7        Typ          1          TA
## 214             1          TA            5        Typ          0        <NA>
## 215             1          TA            6        Typ          0        <NA>
## 216             1          Gd            6       Min1          1          Fa
## 217             1          Gd            8        Typ          0        <NA>
## 218             1          TA            8        Typ          0        <NA>
## 219             1          Gd            8        Typ          2          TA
## 220             1          Gd            5        Typ          0        <NA>
## 221             1          Gd            5        Typ          0        <NA>
## 222             1          Gd            8        Typ          1          TA
## 223             1          TA            6        Typ          1          TA
## 224             1          TA            4        Typ          0        <NA>
## 225             1          Ex            8        Typ          1          Ex
## 226             1          TA            6        Typ          0        <NA>
## 227             1          Gd            9        Typ          1          TA
## 228             1          TA            5        Typ          0        <NA>
## 229             1          TA            5        Typ          1          Fa
## 230             1          Gd            7        Typ          1          TA
## 231             1          TA            6        Typ          0        <NA>
## 232             1          Ex            9        Typ          1          TA
## 233             1          TA            5        Typ          1          Po
## 234             1          TA            5        Typ          0        <NA>
## 235             1          Gd            8        Typ          2          TA
## 236             1          TA            5        Typ          0        <NA>
## 237             1          Gd            6        Typ          0        <NA>
## 238             1          Gd            7        Typ          0        <NA>
## 239             1          Gd            7        Typ          0        <NA>
## 240             1          TA            7        Typ          1          Gd
## 241             1          Gd            7        Typ          0        <NA>
## 242             1          Gd            4        Typ          0        <NA>
## 243             1          TA            6        Typ          0        <NA>
## 244             1          TA            6        Typ          1          TA
## 245             1          Gd            8        Typ          2          Fa
## 246             1          TA            6        Typ          1          TA
## 247             2          Fa            9        Typ          0        <NA>
## 248             1          TA            5        Typ          1          TA
## 249             1          Gd            8        Typ          0        <NA>
## 250             1          Gd            7        Typ          2          TA
## 251             1          Fa            6        Mod          0        <NA>
## 252             1          Gd            5        Typ          1          Gd
## 253             1          Gd            6        Typ          0        <NA>
## 254             1          Gd            7       Min1          0        <NA>
## 255             1          TA            5        Typ          0        <NA>
## 256             1          Gd            8        Typ          1          TA
## 257             1          Gd            7        Typ          0        <NA>
## 258             1          Gd            8        Typ          1          Gd
## 259             1          Gd            7        Typ          1          TA
## 260             1          TA            4        Typ          0        <NA>
## 261             1          TA            6        Typ          1          TA
## 262             1          Ex           10        Typ          1          Gd
## 263             1          TA            6        Typ          1          TA
## 264             1          TA            6        Typ          0        <NA>
## 265             1          TA            4        Typ          0        <NA>
## 266             1          Gd            7        Typ          1          TA
## 267             1          TA            8        Typ          1          TA
## 268             1          Gd            8        Typ          1          Gd
## 269             1          TA            4        Typ          1          Gd
## 270             1          TA            6        Typ          1          Fa
## 271             1          Gd            8        Typ          1          Gd
## 272             1          TA            5        Mod          2          TA
## 273             1          Gd            9        Typ          1          Gd
## 274             1          TA            6       Min1          1          Gd
## 275             1          TA            5        Typ          0        <NA>
## 276             1          Ex            5        Typ          0        <NA>
## 277             1          Gd            7        Typ          0        <NA>
## 278             1          TA            4        Typ          0        <NA>
## 279             1          Ex            8        Typ          1          Ex
## 280             1          TA            8        Typ          1          TA
## 281             1          Gd            7        Typ          1          TA
## 282             1          Gd            5        Typ          0        <NA>
## 283             1          Gd            6        Typ          1          Gd
## 284             1          Gd            6        Typ          1          Gd
## 285             1          Gd            5        Typ          0        <NA>
## 286             1          Gd            5        Typ          0        <NA>
## 287             1          Gd            7        Typ          1          Gd
## 288             1          TA            5        Typ          0        <NA>
## 289             1          TA            5        Typ          0        <NA>
## 290             1          TA            7        Typ          0        <NA>
## 291             1          Gd            8        Typ          1          Gd
## 292             1          Fa            9        Typ          0        <NA>
## 293             1          TA            8       Min2          1          Gd
## 294             1          Gd            9        Typ          1          TA
## 295             1          TA            7        Typ          2          Gd
## 296             1          TA            6        Typ          0        <NA>
## 297             1          TA            6        Typ          0        <NA>
## 298             1          Gd            7        Typ          1          TA
## 299             1          TA            7        Typ          1          Gd
## 300             1          Gd            6        Typ          1          Gd
## 301             1          TA            5        Typ          2          Gd
## 302             1          Gd            9        Typ          1          TA
## 303             1          Gd            6        Typ          1          TA
## 304             1          TA            5        Typ          0        <NA>
## 305             1          Gd           10        Typ          1          Ex
## 306             1          Gd            8        Typ          0        <NA>
## 307             1          Gd            8        Typ          1          TA
## 308             1          Fa            6        Typ          0        <NA>
## 309             1          TA            4        Typ          0        <NA>
## 310             1          Ex            8        Typ          3          Ex
## 311             1          Gd            6        Typ          1          TA
## 312             1          TA            5        Typ          1          Gd
## 313             1          TA            5        Typ          1          Gd
## 314             1          TA            8        Typ          2          Gd
## 315             1          Ex            6        Typ          1          Gd
## 316             1          Gd            6        Typ          1          Gd
## 317             1          Ex           10        Typ          1          TA
## 318             1          Gd            8        Typ          1          Gd
## 319             1          Gd            9        Typ          1          TA
## 320             1          TA            6        Typ          2          TA
## 321             1          Gd            9        Typ          0        <NA>
## 322             1          Gd           10        Typ          1          Gd
## 323             1          Gd            8        Typ          1          TA
## 324             1          TA            6        Typ          0        <NA>
## 325             1          Gd           11        Typ          1          Gd
## 326             1          TA            5        Typ          0        <NA>
## 327             1          Gd            6        Typ          2          Gd
## 328             1          TA            7        Typ          0        <NA>
## 329             1          Gd           10        Typ          0        <NA>
## 330             1          TA            6        Typ          0        <NA>
## 331             2          TA           10        Typ          0        <NA>
## 332             1          TA            6        Typ          0        <NA>
## 333             1          Gd            7        Typ          1          Gd
## 334             1          Gd            6        Typ          1          Gd
## 335             1          TA            7        Typ          2          TA
## 336             1          TA            7        Typ          2          Gd
## 337             1          Gd            8        Typ          1          Gd
## 338             1          Gd            7        Typ          0        <NA>
## 339             1          Gd            8        Typ          0        <NA>
## 340             1          TA            6        Typ          0        <NA>
## 341             1          Gd            9        Typ          0        <NA>
## 342             1          TA            4        Typ          0        <NA>
## 343             2          TA            6        Typ          0        <NA>
## 344             1          Ex            6        Typ          1          Ex
## 345             1          TA            4        Typ          0        <NA>
## 346             1          Fa            6        Typ          1          Gd
## 347             1          TA            5        Typ          0        <NA>
## 348             1          TA            6        Typ          2          Gd
## 349             1          Gd            6        Typ          0        <NA>
## 350             1          Ex           10        Typ          2          Ex
## 351             1          Ex            6        Typ          1          Gd
## 352             1          Gd            6        Typ          1          TA
## 353             1          TA            5        Typ          0        <NA>
## 354             1          TA            5        Typ          0        <NA>
## 355             1          TA            6        Typ          2          Gd
## 356             1          Gd            6        Typ          0        <NA>
## 357             1          Gd            6        Typ          0        <NA>
## 358             1          TA            6        Typ          1          Po
## 359             1          Gd            6       Min2          0        <NA>
## 360             1          Gd            7        Typ          1          TA
## 361             1          TA            5        Typ          1          TA
## 362             1          TA            8        Typ          0        <NA>
## 363             1          Gd            7        Typ          1          Ex
## 364             1          Gd            5        Typ          0        <NA>
## 365             1          TA            6        Typ          1          TA
## 366             1          TA            6        Typ          0        <NA>
## 367             1          TA            6        Typ          2          Gd
## 368             1          TA            6        Typ          1          Gd
## 369             1          TA            7        Typ          1          Gd
## 370             1          Gd            7        Typ          1          Gd
## 371             1          TA            7        Typ          1          TA
## 372             1          TA            7       Min2          1          Gd
## 373             1          TA            4        Typ          0        <NA>
## 374             1          TA            5       Min2          0        <NA>
## 375             1          Gd            8        Typ          1          Gd
## 376             1          Fa            4       Maj1          0        <NA>
## 377             1          TA            5        Typ          0        <NA>
## 378             1          Gd            8        Typ          1          Gd
## 379             1          Ex            8        Typ          1          Ex
## 380             1          TA            7        Typ          1          TA
## 381             1          Gd            6        Typ          1          Gd
## 382             1          Gd            5        Typ          1          Gd
## 383             1          Gd            8        Typ          0        <NA>
## 384             1          TA            5        Typ          0        <NA>
## 385             1          Gd            9        Typ          2          Fa
## 386             1          Gd            6        Typ          1          TA
## 387             1          TA            8        Typ          0        <NA>
## 388             1          TA            6        Typ          1          Fa
## 389             1          Gd            6        Typ          0        <NA>
## 390             1          Ex            9        Typ          1          Ex
## 391             1          TA            7        Typ          0        <NA>
## 392             1          Gd            7        Typ          1          TA
## 393             1          TA            5        Typ          0        <NA>
## 394             1          TA            4        Typ          2          TA
## 395             1          TA            5        Typ          0        <NA>
## 396             1          TA            6        Typ          0        <NA>
## 397             1          TA            6        Typ          0        <NA>
## 398             1          TA            8        Typ          1          TA
## 399             1          TA            6       Maj2          0        <NA>
## 400             1          Gd            7        Typ          0        <NA>
## 401             1          Ex            4        Typ          2          Gd
## 402             1          Gd            6        Typ          1          Gd
## 403             1          TA            4        Typ          0        <NA>
## 404             1          Gd           10        Typ          1          TA
## 405             1          TA            7        Typ          1          TA
## 406             1          TA            8       Min1          1          TA
## 407             1          TA            6       Maj2          0        <NA>
## 408             1          TA            8        Typ          0        <NA>
## 409             1          Gd            9        Typ          1          Gd
## 410             1          Ex            8        Typ          1          Gd
## 411             1          TA            5        Mod          0        <NA>
## 412             1          TA            5        Typ          0        <NA>
## 413             1          Gd            7        Typ          1          Gd
## 414             1          TA            5        Typ          1          Gd
## 415             1          Gd            9        Typ          1          TA
## 416             1          Gd            6        Typ          0        <NA>
## 417             1          TA            6        Typ          1          TA
## 418             1          TA           10        Typ          1          Gd
## 419             1          TA            7        Typ          0        <NA>
## 420             1          TA            6        Typ          1          Fa
## 421             2          TA            8        Typ          0        <NA>
## 422             1          Gd            8        Typ          1          TA
## 423             1          TA            4        Typ          0        <NA>
## 424             1          Gd            8        Typ          1          TA
## 425             1          TA            6        Typ          1          Gd
## 426             1          TA            6        Typ          2          Gd
## 427             1          Gd            5        Typ          1          TA
## 428             1          TA            5        Typ          0        <NA>
## 429             1          Gd            6        Typ          0        <NA>
## 430             1          Gd            6        Typ          1          TA
## 431             1          TA            4        Typ          0        <NA>
## 432             1          TA            7        Typ          0        <NA>
## 433             1          TA            6       Min1          0        <NA>
## 434             1          TA            7        Typ          1          TA
## 435             1          TA            3        Typ          0        <NA>
## 436             1          Gd            6        Typ          1          TA
## 437             1          TA            6        Typ          0        <NA>
## 438             1          TA            4        Typ          0        <NA>
## 439             1          Gd            4        Typ          1          Gd
## 440             1          Gd            7        Typ          0        <NA>
## 441             1          Ex           10        Typ          2          Gd
## 442             2          Fa            8        Typ          0        <NA>
## 443             1          TA            8        Typ          1          Gd
## 444             1          Gd            6        Typ          1          Gd
## 445             1          Gd            8        Typ          1          TA
## 446             1          TA            7        Typ          1          Gd
## 447             1          Gd            6        Mod          1          Gd
## 448             1          Gd           10        Typ          1          TA
## 449             1          TA            7        Typ          1          Gd
## 450             1          TA            6        Typ          0        <NA>
## 451             1          Gd            5        Typ          0        <NA>
## 452             1          Gd            5        Typ          2          TA
## 453             1          TA            7        Typ          0        <NA>
## 454             1          Gd            6        Typ          0        <NA>
## 455             2          TA            8        Typ          0        <NA>
## 456             1          TA            6        Typ          1          TA
## 457             1          TA            7        Typ          0        <NA>
## 458             1          Gd            6       Min1          2          Gd
## 459             1          Gd            7        Typ          1          Gd
## 460             1          Gd            5        Typ          1          TA
## 461             1          TA            8        Typ          0        <NA>
## 462             1          Gd            6        Typ          0        <NA>
## 463             1          TA            5        Typ          1          Po
## 464             1          TA            6        Typ          1          Gd
## 465             1          TA            5        Typ          0        <NA>
## 466             1          Gd            6        Typ          1          TA
## 467             1          TA            5        Typ          1          Po
## 468             1          Gd            7        Typ          2          Gd
## 469             1          Gd            7        Typ          1          Gd
## 470             1          Gd            7        Typ          0        <NA>
## 471             1          Gd            4        Typ          0        <NA>
## 472             1          TA            8        Typ          1          Gd
## 473             1          TA            5        Typ          0        <NA>
## 474             1          Gd            7        Typ          1          Ex
## 475             1          Ex            6        Typ          0        <NA>
## 476             1          TA            5        Typ          0        <NA>
## 477             1          Gd            7        Typ          1          TA
## 478             1          Ex            9        Typ          1          Gd
## 479             1          Gd            7        Typ          1          Gd
## 480             1          TA            7        Typ          0        <NA>
## 481             1          Gd            8        Typ          1          Gd
## 482             1          Ex            6        Typ          1          Gd
## 483             1          Ex            7       Min2          1          Gd
## 484             1          TA            5        Typ          0        <NA>
## 485             1          Gd            6        Typ          0        <NA>
## 486             1          Gd            5        Typ          1          Gd
## 487             1          TA            6        Typ          0        <NA>
## 488             1          TA            7        Typ          1          TA
## 489             2          TA           10        Mod          1          Gd
## 490             1          Gd            3        Typ          0        <NA>
## 491             1          TA            4        Typ          1          Gd
## 492             1          Fa            5        Typ          2          TA
## 493             1          TA            8        Typ          0        <NA>
## 494             1          TA            6        Typ          1          Fa
## 495             1          TA            4        Typ          0        <NA>
## 496             1          TA            4        Typ          0        <NA>
## 497             1          Gd           10        Typ          1          Gd
## 498             1          TA            8        Typ          0        <NA>
## 499             1          Gd            5        Typ          0        <NA>
## 500             1          TA            5        Typ          0        <NA>
## 501             1          TA            7        Typ          0        <NA>
## 502             1          Gd            7        Typ          0        <NA>
## 503             1          TA            6        Typ          0        <NA>
## 504             1          TA            6        Typ          2          TA
## 505             1          TA            6        Typ          1          Fa
## 506             2          TA           10        Typ          0        <NA>
## 507             1          Gd            8        Typ          1          TA
## 508             1          Gd            4        Typ          0        <NA>
## 509             1          Gd            7        Typ          1          Gd
## 510             1          TA            6        Typ          0        <NA>
## 511             1          TA            6       Min1          2          TA
## 512             1          Gd            6        Typ          1          Gd
## 513             1          TA            5        Typ          0        <NA>
## 514             1          TA            5        Typ          0        <NA>
## 515             1          TA            5        Typ          0        <NA>
## 516             1          Ex            9        Typ          1          Gd
## 517             1          TA            7        Typ          1          TA
## 518             1          Gd            7        Typ          1          TA
## 519             1          TA            7        Typ          0        <NA>
## 520             1          Gd            9        Typ          2          Gd
## 521             2          TA            7        Typ          0        <NA>
## 522             1          TA            6        Typ          2          Gd
## 523             1          TA            7        Typ          2          Gd
## 524             1          Ex           11        Typ          1          Gd
## 525             1          Gd            8        Typ          1          TA
## 526             1          Gd            6        Typ          1          TA
## 527             1          TA            4        Typ          0        <NA>
## 528             1          Ex           11        Typ          1          Gd
## 529             1          TA            5        Typ          0        <NA>
## 530             2          TA            9       Maj1          2          TA
## 531             1          Gd            5        Typ          1          Fa
## 532             1          TA            6        Typ          0        <NA>
## 533             1          TA            5        Mod          1          Po
## 534             1          Fa            2        Typ          0        <NA>
## 535             1          Gd            6        Typ          1          Gd
## 536             1          TA            5        Typ          0        <NA>
## 537             1          Gd            8        Typ          0        <NA>
## 538             1          TA            5        Typ          0        <NA>
## 539             1          TA            7        Typ          1          Fa
## 540             1          Gd            6        Typ          1          TA
## 541             1          Ex            8        Typ          1          Gd
## 542             1          Gd            8        Typ          1          TA
## 543             1          Gd            7       Maj1          1          TA
## 544             1          TA            4        Typ          0        <NA>
## 545             1          Gd            7        Typ          1          Gd
## 546             1          Gd            9        Typ          0        <NA>
## 547             1          TA            6        Typ          1          Gd
## 548             1          TA            5        Typ          0        <NA>
## 549             1          TA            4        Typ          0        <NA>
## 550             1          Gd            8        Typ          1          Gd
## 551             1          TA            4        Typ          0        <NA>
## 552             1          TA            5        Typ          0        <NA>
## 553             1          Gd            7        Typ          1          Gd
## 554             1          Gd            5        Typ          0        <NA>
## 555             1          Gd            8        Typ          1          Gd
## 556             1          TA            5        Typ          1          Gd
## 557             1          TA            6        Typ          1          TA
## 558             1          TA            7        Typ          0        <NA>
## 559             1          TA            6        Typ          1          TA
## 560             1          Gd            7        Typ          1          TA
## 561             1          TA            5        Mod          1          Gd
## 562             1          TA            6        Typ          1          TA
## 563             1          TA            6        Typ          1          Gd
## 564             1          TA            8        Typ          1          Gd
## 565             1          Gd            9        Typ          1          TA
## 566             1          Fa            6        Typ          0        <NA>
## 567             1          Ex           11        Typ          1          Gd
## 568             1          Gd            7        Typ          0        <NA>
## 569             1          Gd            5       Min2          1          Gd
## 570             1          TA            4        Typ          2          TA
## 571             2          TA           10        Typ          0        <NA>
## 572             1          Gd            4        Typ          0        <NA>
## 573             1          Gd            6        Typ          0        <NA>
## 574             1          TA            8        Typ          1          TA
## 575             1          TA            5        Typ          0        <NA>
## 576             1          TA            6        Typ          0        <NA>
## 577             1          TA            6        Typ          1          Gd
## 578             1          TA            6        Typ          2          Fa
## 579             1          Gd            5        Typ          0        <NA>
## 580             1          TA            7        Typ          0        <NA>
## 581             1          Gd            7        Typ          2          Gd
## 582             1          Ex            8        Typ          1          Gd
## 583             1          TA            5        Typ          0        <NA>
## 584             1          Gd            9        Typ          1          Gd
## 585             1          Gd            6        Typ          0        <NA>
## 586             1          Gd            7        Typ          2          Gd
## 587             1          Fa            5        Typ          0        <NA>
## 588             1          TA            4        Typ          0        <NA>
## 589             1          Ex            5        Typ          2          Gd
## 590             1          TA            4        Typ          0        <NA>
## 591             1          Gd            6        Typ          0        <NA>
## 592             1          Ex           10        Typ          1          Gd
## 593             1          TA            4        Typ          0        <NA>
## 594             1          Gd            4        Typ          0        <NA>
## 595             1          TA            5        Typ          0        <NA>
## 596             1          Gd            7        Typ          1          TA
## 597             1          TA            7        Typ          0        <NA>
## 598             1          Gd            7        Typ          1          Gd
## 599             1          Gd            7        Typ          1          TA
## 600             1          TA            6        Typ          1          TA
## 601             1          Ex            8        Typ          1          Gd
## 602             1          Gd            6        Typ          1          Gd
## 603             1          Gd            8        Typ          1          TA
## 604             1          Gd            4        Typ          0        <NA>
## 605             1          Gd            6        Typ          1          TA
## 606             1          TA            7        Typ          3          Fa
## 607             1          Gd            6        Typ          0        <NA>
## 608             1          Ex            8        Typ          0        <NA>
## 609             1          TA           10        Typ          2          Gd
## 610             1          TA            5        Typ          0        <NA>
## 611             1          Ex            8        Typ          2          Ex
## 612             1          TA            6        Typ          1          TA
## 613             1          Ex            7        Typ          1          TA
## 614             1          TA            6        Typ          0        <NA>
## 615             1          TA            3        Typ          0        <NA>
## 616             1          Gd            6        Typ          0        <NA>
## 617             1          Gd            7        Typ          1          Gd
## 618             1          Gd            4        Typ          0        <NA>
## 619             1          Gd            9        Typ          1          Gd
## 620             1          Gd           10        Typ          2          Gd
## 621             1          TA            5        Typ          0        <NA>
## 622             1          TA            9        Typ          1          TA
## 623             1          TA            6        Typ          0        <NA>
## 624             1          Gd            4        Typ          1          TA
## 625             1          TA            8       Min2          1          TA
## 626             1          TA            5        Typ          0        <NA>
## 627             1          TA            6       Min1          1          TA
## 628             1          TA            7        Typ          2          Gd
## 629             1          Fa            9        Typ          2          TA
## 630             1          TA            6        Typ          0        <NA>
## 631             1          Ex            8        Typ          0        <NA>
## 632             1          Gd            6        Typ          1          Gd
## 633             1          TA            6        Typ          1          TA
## 634             1          TA            6        Typ          0        <NA>
## 635             2          TA            4        Typ          0        <NA>
## 636             2          Fa           14        Typ          0        <NA>
## 637             1          Fa            4       Maj1          1          Po
## 638             2          Gd            7        Typ          0        <NA>
## 639             1          TA            4        Typ          0        <NA>
## 640             1          Ex            7        Typ          1          Gd
## 641             1          Ex            6        Typ          1          Gd
## 642             1          Gd            7        Typ          1          TA
## 643             1          Ex            9        Typ          3          TA
## 644             1          TA            7       Min1          0        <NA>
## 645             1          Ex            7        Typ          1          Gd
## 646             1          TA            5        Typ          0        <NA>
## 647             1          TA            7       Min1          0        <NA>
## 648             1          TA            5        Typ          2          Gd
## 649             1          TA            7        Typ          1          TA
## 650             1          TA            3        Typ          0        <NA>
## 651             1          Gd            7        Typ          0        <NA>
## 652             1          TA            7        Typ          1          Gd
## 653             1          Gd            7        Typ          1          TA
## 654             1          TA            7        Typ          0        <NA>
## 655             1          Gd            7        Typ          1          TA
## 656             1          TA            6        Typ          0        <NA>
## 657             1          Gd            5        Typ          0        <NA>
## 658             1          TA            6        Typ          1          Gd
## 659             1          TA            6        Typ          1          Gd
## 660             1          TA            7        Typ          0        <NA>
## 661             1          TA            7        Typ          1          TA
## 662             1          Gd            8        Typ          1          TA
## 663             1          TA            5       Maj2          2          TA
## 664             1          TA            6        Typ          0        <NA>
## 665             1          Ex            8        Typ          1          Ex
## 666             1          Gd            7        Typ          1          TA
## 667             1          TA            7        Sev          1          Po
## 668             1          Gd            7        Typ          1          Fa
## 669             1          TA            6       Min2          1          TA
## 670             1          Fa            5        Typ          1          Gd
## 671             1          Gd            7        Typ          0        <NA>
## 672             1          TA            6        Typ          0        <NA>
## 673             1          TA            6        Typ          1          TA
## 674             1          Gd            7        Typ          2          TA
## 675             1          TA            5        Typ          1          Gd
## 676             1          TA            7        Typ          1          TA
## 677             2          TA            8       Min2          0        <NA>
## 678             1          Gd            5        Typ          0        <NA>
## 679             1          Gd            7        Typ          1          Gd
## 680             1          TA            5        Typ          0        <NA>
## 681             1          TA            5        Typ          1          TA
## 682             1          TA            6        Typ          0        <NA>
## 683             1          Gd            6        Typ          1          Gd
## 684             1          Gd            7        Typ          1          TA
## 685             1          TA            7        Typ          0        <NA>
## 686             1          Gd            6       Min1          1          TA
## 687             1          Gd            7        Typ          0        <NA>
## 688             1          Gd            4        Typ          0        <NA>
## 689             1          Gd            7        Typ          1          Gd
## 690             1          Gd            6        Typ          1          Gd
## 691             1          Gd            3        Typ          1          TA
## 692             1          Ex           10        Typ          2          Ex
## 693             1          Gd            9        Typ          2          Gd
## 694             1          TA            4        Typ          0        <NA>
## 695             1          TA            5        Typ          0        <NA>
## 696             1          Gd            5        Typ          1          TA
## 697             1          TA            4        Typ          0        <NA>
## 698             1          TA            6        Typ          0        <NA>
## 699             1          TA            5        Typ          1          Gd
## 700             1          Gd            5        Typ          0        <NA>
## 701             1          Gd            7        Typ          1          Gd
## 702             1          TA            6        Typ          0        <NA>
## 703             1          Ex           10        Typ          1          Gd
## 704             2          Gd            8        Typ          1          Po
## 705             1          Gd            7        Typ          0        <NA>
## 706             2          Fa            7        Mod          0        <NA>
## 707             1          Gd            5        Typ          2          TA
## 708             1          Gd            6        Typ          1          Gd
## 709             1          Gd            8        Typ          1          Gd
## 710             1          TA            6        Typ          0        <NA>
## 711             1          TA            5       Maj2          0        <NA>
## 712             1          TA            7        Typ          0        <NA>
## 713             1          Gd            5        Typ          1          Gd
## 714             1          TA            6        Typ          0        <NA>
## 715             1          Gd            6        Typ          0        <NA>
## 716             1          TA            7        Typ          1          TA
## 717             1          TA            8        Typ          0        <NA>
## 718             1          Gd            5        Typ          1          Fa
## 719             1          Gd            9        Typ          1          TA
## 720             1          TA            5        Typ          1          Po
## 721             1          Gd            5        Typ          1          TA
## 722             1          Gd            3        Typ          0        <NA>
## 723             1          TA            5        Typ          0        <NA>
## 724             1          TA            7        Typ          0        <NA>
## 725             1          Ex            8        Typ          1          Gd
## 726             1          Gd            5        Typ          0        <NA>
## 727             1          Gd            5        Typ          1          Gd
## 728             1          Gd            6        Typ          0        <NA>
## 729             2          TA            9        Typ          0        <NA>
## 730             1          TA            5        Typ          0        <NA>
## 731             1          Gd            5        Typ          1          TA
## 732             1          Gd            6        Typ          1          Gd
## 733             1          Gd            8        Typ          1          TA
## 734             1          TA            6        Typ          1          TA
## 735             1          TA            6        Typ          0        <NA>
## 736             1          TA            6        Typ          2          TA
## 737             2          TA            6        Typ          0        <NA>
## 738             1          Gd            8        Typ          1          Gd
## 739             1          TA            5        Typ          0        <NA>
## 740             1          Gd            7        Typ          0        <NA>
## 741             1          TA            7        Typ          0        <NA>
## 742             1          Gd            5        Typ          0        <NA>
## 743             1          TA            6        Typ          0        <NA>
## 744             1          TA            6       Min2          1          TA
## 745             1          Gd            5        Typ          1          TA
## 746             1          Gd           11        Typ          2          TA
## 747             1          Gd            8        Typ          1          TA
## 748             1          Gd            8        Typ          1          Gd
## 749             1          Gd            7        Typ          1          TA
## 750             1          TA            9        Mod          0        <NA>
## 751             1          TA            7       Min2          0        <NA>
## 752             1          Gd            6        Typ          0        <NA>
## 753             1          Gd            6        Typ          0        <NA>
## 754             1          Ex            8        Typ          1          Gd
## 755             1          Gd            5        Typ          0        <NA>
## 756             1          TA            6        Typ          0        <NA>
## 757             1          Gd            7        Typ          0        <NA>
## 758             1          TA            6        Typ          1          TA
## 759             1          TA            6        Typ          0        <NA>
## 760             1          Gd            9        Typ          1          TA
## 761             1          TA            5        Typ          0        <NA>
## 762             1          Fa            5       Min1          0        <NA>
## 763             1          Gd            7        Typ          0        <NA>
## 764             1          Gd            8        Typ          1          Gd
## 765             1          Ex            6        Typ          1          Gd
## 766             1          Ex            6        Typ          1          Gd
## 767             1          TA            7        Typ          1          TA
## 768             1          TA            7        Mod          0        <NA>
## 769             1          Gd            8        Typ          1          Gd
## 770             1          Ex           12        Mod          1          Gd
## 771             1          TA            5        Typ          0        <NA>
## 772             1          TA            6        Typ          0        <NA>
## 773             1          TA            6        Typ          1          TA
## 774             1          TA            5        Typ          0        <NA>
## 775             1          Gd            9        Typ          1          Gd
## 776             1          TA            5        Typ          0        <NA>
## 777             1          Gd            7        Typ          0        <NA>
## 778             1          TA            5        Typ          1          Fa
## 779             2          TA           10        Typ          2          TA
## 780             1          TA            4        Typ          0        <NA>
## 781             1          TA            6        Typ          1          TA
## 782             1          Gd            7        Typ          0        <NA>
## 783             1          Gd            6        Typ          0        <NA>
## 784             1          Gd            4        Typ          1          TA
## 785             1          TA            9        Typ          1          Gd
## 786             1          TA            7        Typ          1          Gd
## 787             1          TA            7        Typ          0        <NA>
## 788             1          Gd            8        Typ          0        <NA>
## 789             1          TA            4        Typ          0        <NA>
## 790             1          Gd            9        Typ          0        <NA>
## 791             1          Gd            5        Typ          1          Gd
## 792             1          TA            5        Typ          2          TA
## 793             1          TA            8        Typ          1          TA
## 794             1          Gd            7        Typ          0        <NA>
## 795             1          Gd            7        Typ          1          TA
## 796             1          TA            7        Typ          1          TA
## 797             1          TA            7        Typ          1          TA
## 798             1          TA            4        Typ          0        <NA>
## 799             1          Ex           11        Typ          2          Gd
## 800             1          Gd            7        Typ          2          TA
## 801             1          Gd            8        Typ          0        <NA>
## 802             1          TA            5        Typ          0        <NA>
## 803             1          Gd            7        Typ          1          Gd
## 804             1          Ex           12        Typ          1          Gd
## 805             1          TA            5       Min1          0        <NA>
## 806             1          Ex            6        Typ          0        <NA>
## 807             1          TA            6        Typ          0        <NA>
## 808             1          Gd            6        Typ          1          TA
## 809             1          TA            6        Typ          1          Gd
## 810             3          TA           11        Typ          0        <NA>
## 811             1          Gd            5        Typ          1          Fa
## 812             1          Gd            4        Typ          1          Gd
## 813             1          Fa            4        Typ          0        <NA>
## 814             1          TA            7        Typ          0        <NA>
## 815             1          Fa            7        Typ          0        <NA>
## 816             1          Gd            6        Typ          0        <NA>
## 817             1          TA            4        Typ          1          Gd
## 818             1          Gd            7        Typ          2          Gd
## 819             1          TA            6        Typ          0        <NA>
## 820             1          Gd            6        Typ          1          Gd
## 821             1          Gd            6        Typ          0        <NA>
## 822             1          TA            4       Min2          0        <NA>
## 823             1          Gd            7        Typ          1          Gd
## 824             1          TA            7        Typ          1          Gd
## 825             1          Gd            7        Typ          1          Gd
## 826             1          Ex            7        Typ          1          Gd
## 827             1          Gd            5        Typ          0        <NA>
## 828             1          Gd            6        Typ          1          TA
## 829             1          TA            7       Min2          0        <NA>
## 830             1          Gd            4        Typ          0        <NA>
## 831             1          TA            6        Typ          2          Gd
## 832             1          Gd            4        Typ          0        <NA>
## 833             1          Gd            7        Typ          1          TA
## 834             1          TA            6        Typ          0        <NA>
## 835             1          TA            6        Typ          0        <NA>
## 836             1          Gd            4       Min2          0        <NA>
## 837             1          TA            5       Min2          0        <NA>
## 838             1          TA            5        Typ          0        <NA>
## 839             1          Gd            6        Typ          0        <NA>
## 840             1          TA            6        Typ          0        <NA>
## 841             1          Fa            7        Typ          0        <NA>
## 842             1          Gd            8        Typ          1          Po
## 843             1          TA            6        Typ          0        <NA>
## 844             2          TA           10        Typ          0        <NA>
## 845             1          TA            7        Typ          1          Gd
## 846             1          TA            6       Min2          2          TA
## 847             1          Gd            7        Typ          1          TA
## 848             1          TA            5        Typ          1          Fa
## 849             1          TA           10        Typ          1          Gd
## 850             1          TA            7        Typ          1          TA
## 851             1          Gd            3        Typ          0        <NA>
## 852             1          Gd            7        Typ          1          TA
## 853             1          TA            7        Typ          2          Gd
## 854             1          TA            7        Typ          1          Fa
## 855             1          TA            6        Typ          1          Gd
## 856             1          TA            6        Typ          0        <NA>
## 857             1          TA            5        Typ          0        <NA>
## 858             1          TA            6        Typ          1          TA
## 859             1          TA            6        Typ          1          TA
## 860             1          Gd            9        Typ          1          Gd
## 861             1          Gd            7        Typ          1          Gd
## 862             1          TA            6        Typ          0        <NA>
## 863             1          TA            6        Typ          0        <NA>
## 864             1          TA            6        Typ          0        <NA>
## 865             1          Gd            6        Typ          0        <NA>
## 866             1          TA            5        Typ          0        <NA>
## 867             1          Gd            6        Typ          1          Gd
## 868             1          Fa            5        Typ          0        <NA>
## 869             1          TA            7        Typ          1          TA
## 870             1          Gd            8        Typ          1          TA
## 871             1          TA            5        Typ          0        <NA>
## 872             1          Gd            7        Typ          0        <NA>
## 873             1          Gd            5        Typ          0        <NA>
## 874             1          TA            6        Typ          1          Gd
## 875             1          TA            5        Typ          0        <NA>
## 876             1          Ex           11        Typ          1          Gd
## 877             1          TA            5        Typ          0        <NA>
## 878             1          Ex           10        Typ          1          Gd
## 879             1          Gd            6       Min2          0        <NA>
## 880             1          TA            6        Typ          0        <NA>
## 881             1          TA            5        Typ          0        <NA>
## 882             1          Gd            7        Typ          1          TA
## 883             1          TA            7        Typ          1          TA
## 884             1          TA           10        Typ          0        <NA>
## 885             1          TA            5        Typ          0        <NA>
## 886             1          Gd            5        Typ          1          TA
## 887             2          TA            8        Typ          0        <NA>
## 888             1          TA            8        Typ          0        <NA>
## 889             1          Gd            8        Typ          1          TA
## 890             1          TA            6        Typ          1          TA
## 891             1          TA            6        Typ          1          Po
## 892             1          TA            7        Typ          1          TA
## 893             1          TA            6        Typ          0        <NA>
## 894             1          TA            6        Typ          1          Gd
## 895             2          TA            8        Typ          0        <NA>
## 896             1          TA            8        Typ          1          TA
## 897             1          TA            6        Typ          0        <NA>
## 898             2          TA           12        Typ          0        <NA>
## 899             1          Ex           11        Typ          2          Gd
## 900             1          TA            6        Typ          1          TA
## 901             1          TA            4        Typ          0        <NA>
## 902             1          TA            5        Typ          0        <NA>
## 903             1          Gd            8        Typ          1          Gd
## 904             1          Gd            7        Typ          1          Gd
## 905             1          TA            6        Typ          0        <NA>
## 906             1          TA            6        Typ          0        <NA>
## 907             1          Gd            8        Typ          1          Gd
## 908             1          Gd            6        Typ          1          Gd
## 909             1          TA            5        Typ          0        <NA>
## 910             1          Gd            8        Typ          1          Gd
## 911             2          TA           12        Typ          0        <NA>
## 912             1          Gd            5        Typ          0        <NA>
## 913             1          TA            6       Min1          0        <NA>
## 914             2          TA            8        Typ          0        <NA>
## 915             1          Gd            4        Typ          0        <NA>
## 916             1          TA            6        Typ          0        <NA>
## 917             1          TA            4        Typ          0        <NA>
## 918             1          TA            6        Typ          0        <NA>
## 919             1          Gd            8        Typ          1          TA
## 920             1          TA            6       Min1          1          TA
## 921             1          Gd            7        Typ          0        <NA>
## 922             2          TA            9        Typ          0        <NA>
## 923             1          Gd            6        Typ          1          Gd
## 924             1          Gd            5        Typ          1          Fa
## 925             1          TA            7        Typ          1          TA
## 926             1          Ex            6        Typ          0        <NA>
## 927             1          Ex           10        Typ          1          Gd
## 928             1          TA            9        Typ          1          Gd
## 929             1          Ex            7        Typ          1          TA
## 930             1          Gd            8        Typ          1          TA
## 931             1          Gd            7        Typ          0        <NA>
## 932             1          TA            5        Typ          0        <NA>
## 933             1          Ex            8        Typ          1          Gd
## 934             1          Gd            6        Typ          0        <NA>
## 935             1          Gd            9        Typ          1          Gd
## 936             1          TA            5        Typ          0        <NA>
## 937             1          Gd            5        Typ          0        <NA>
## 938             1          Gd            8        Typ          1          Gd
## 939             1          Gd            7        Typ          0        <NA>
## 940             1          TA           10        Typ          2          TA
## 941             2          TA            8        Typ          0        <NA>
## 942             1          Gd            8        Typ          1          TA
## 943             2          TA            8        Typ          0        <NA>
## 944             2          TA            8        Typ          0        <NA>
## 945             1          Gd            7        Typ          1          Gd
## 946             1          TA            7        Typ          0        <NA>
## 947             1          TA            6        Typ          1          TA
## 948             1          Gd            9        Typ          1          Gd
## 949             1          Gd            7        Typ          1          TA
## 950             1          Gd            5        Typ          1          TA
## 951             1          Gd            5        Typ          0        <NA>
## 952             1          TA            6        Typ          0        <NA>
## 953             1          TA            5        Typ          0        <NA>
## 954             1          TA            7       Min2          1          Po
## 955             0          TA            4        Typ          0        <NA>
## 956             2          TA            8        Typ          0        <NA>
## 957             1          TA            5        Typ          1          TA
## 958             1          TA            6        Typ          0        <NA>
## 959             1          Gd            6        Typ          0        <NA>
## 960             1          Gd            6        Typ          0        <NA>
## 961             1          TA            4        Typ          0        <NA>
## 962             1          TA           11        Typ          1          TA
## 963             1          Gd            7        Typ          1          TA
## 964             1          Ex            7        Typ          0        <NA>
## 965             1          Gd            8        Typ          1          Gd
## 966             1          Gd            8        Typ          1          Gd
## 967             1          TA            7       Min2          2          TA
## 968             1          TA            6        Typ          0        <NA>
## 969             1          TA            6        Typ          0        <NA>
## 970             1          TA            6        Typ          0        <NA>
## 971             1          TA            6        Typ          0        <NA>
## 972             1          Gd            6        Typ          0        <NA>
## 973             1          TA            5        Typ          1          TA
## 974             1          Gd            6        Typ          0        <NA>
## 975             1          Gd            8        Typ          0        <NA>
## 976             1          Gd            6        Typ          0        <NA>
## 977             1          Fa            4        Typ          0        <NA>
## 978             1          Gd            4        Typ          0        <NA>
## 979             1          TA            5        Typ          0        <NA>
## 980             1          TA            5        Typ          0        <NA>
## 981             1          Ex            6        Typ          0        <NA>
## 982             1          Gd            8        Typ          1          TA
## 983             1          Gd            6        Typ          1          Gd
## 984             1          Gd            9        Typ          1          Gd
## 985             2          Gd            8        Typ          0        <NA>
## 986             1          TA            5        Typ          0        <NA>
## 987             1          Gd            5        Typ          0        <NA>
## 988             1          Ex            8        Typ          1          Gd
## 989             1          Gd            8        Typ          1          TA
## 990             1          Gd            6        Typ          0        <NA>
## 991             1          Gd            7        Typ          1          TA
## 992             1          Gd            8        Typ          1          Gd
## 993             1          Gd            7        Typ          1          Fa
## 994             1          Gd            6        Typ          0        <NA>
## 995             1          Ex            7        Typ          1          Gd
## 996             1          TA            5        Typ          0        <NA>
## 997             1          TA            6        Typ          0        <NA>
## 998             1          TA            6        Typ          1          TA
## 999             1          TA            6        Typ          1          Gd
## 1000            1          Gd            6        Typ          0        <NA>
## 1001            1          Fa            4       Min1          0        <NA>
## 1002            1          Ex            4        Typ          0        <NA>
## 1003            1          Gd            7        Typ          1          Gd
## 1004            2          TA            8        Typ          0        <NA>
## 1005            1          Gd            7        Typ          1          Gd
## 1006            1          TA            6        Typ          0        <NA>
## 1007            1          TA            7        Typ          1          TA
## 1008            1          TA            6        Typ          0        <NA>
## 1009            1          Gd            7        Typ          1          Gd
## 1010            1          TA            7        Typ          0        <NA>
## 1011            1          TA            7        Typ          1          Gd
## 1012            2          TA            8        Typ          0        <NA>
## 1013            1          Gd            7        Typ          2          TA
## 1014            1          TA            4       Maj2          0        <NA>
## 1015            1          TA            5        Typ          1          Gd
## 1016            1          Gd            6        Typ          0        <NA>
## 1017            1          Gd            6        Typ          1          TA
## 1018            1          Gd            4        Typ          1          Ex
## 1019            1          Gd            7        Typ          1          TA
## 1020            1          Gd            6        Typ          1          Gd
## 1021            1          Gd            5        Typ          0        <NA>
## 1022            1          Gd            6        Typ          0        <NA>
## 1023            1          TA            6        Typ          0        <NA>
## 1024            1          Gd            7        Typ          1          Gd
## 1025            1          Gd           10        Typ          1          Gd
## 1026            1          TA            5        Typ          0        <NA>
## 1027            1          TA            6        Typ          2          Gd
## 1028            1          Gd            7        Typ          1          Gd
## 1029            1          TA            6        Typ          1          Gd
## 1030            1          TA            7        Typ          0        <NA>
## 1031            2          TA           10        Typ          0        <NA>
## 1032            1          TA           12        Typ          2          TA
## 1033            1          Gd           10        Typ          1          TA
## 1034            1          Gd            6        Typ          0        <NA>
## 1035            1          Fa            5        Typ          1          Gd
## 1036            1          TA            5        Typ          0        <NA>
## 1037            1          Ex            6        Typ          1          Ex
## 1038            1          Gd            7        Typ          1          TA
## 1039            1          TA            6        Typ          1          TA
## 1040            1          TA            3        Typ          0        <NA>
## 1041            1          TA            8       Maj1          1          TA
## 1042            1          Gd            7        Typ          0        <NA>
## 1043            1          Gd            5        Typ          1          Gd
## 1044            1          Gd           10        Typ          1          Ex
## 1045            1          Gd            9        Typ          1          Gd
## 1046            1          TA            8       Min2          1          Gd
## 1047            1          Ex           11        Typ          1          Gd
## 1048            1          TA            5        Typ          0        <NA>
## 1049            1          TA            9       Min1          1          TA
## 1050            1          Gd            6        Typ          0        <NA>
## 1051            1          Gd            6        Typ          0        <NA>
## 1052            1          Gd            6        Typ          1          Gd
## 1053            1          TA            9        Typ          1          TA
## 1054            1          TA            7       Min2          1          Gd
## 1055            1          Gd            7        Typ          1          Gd
## 1056            1          TA            7        Typ          1          TA
## 1057            1          Gd            6        Typ          1          Gd
## 1058            1          Gd            7        Typ          1          Gd
## 1059            1          Ex           10        Typ          1          Gd
## 1060            1          TA            7        Typ          1          Gd
## 1061            1          Gd            6        Typ          0        <NA>
## 1062            1          TA            6        Typ          0        <NA>
## 1063            2          TA           10       Min2          0        <NA>
## 1064            1          Gd            5        Typ          1          Gd
## 1065            1          TA            6        Typ          1          Po
## 1066            1          Gd            7        Typ          0        <NA>
## 1067            1          TA            7        Typ          1          TA
## 1068            1          TA            7        Typ          0        <NA>
## 1069            1          TA           10       Maj1          1          Gd
## 1070            1          Gd            4        Typ          0        <NA>
## 1071            1          TA            6        Typ          0        <NA>
## 1072            1          TA            8        Typ          0        <NA>
## 1073            1          TA            7        Typ          1          TA
## 1074            1          TA            6        Typ          0        <NA>
## 1075            1          Gd            5        Typ          0        <NA>
## 1076            1          TA            6        Typ          2          Gd
## 1077            1          Gd            7       Min1          1          TA
## 1078            1          TA            6        Typ          0        <NA>
## 1079            1          Gd            3        Typ          1          Gd
## 1080            1          TA            5        Typ          0        <NA>
## 1081            1          Gd            5        Typ          0        <NA>
## 1082            1          TA            5        Typ          0        <NA>
## 1083            1          Gd            6        Typ          1          Gd
## 1084            1          TA            6        Typ          2          Gd
## 1085            1          TA            6        Typ          1          TA
## 1086            1          Gd            5        Typ          0        <NA>
## 1087            1          TA            6        Typ          0        <NA>
## 1088            1          Gd            9        Typ          1          Gd
## 1089            1          Gd            7       Maj1          0        <NA>
## 1090            1          Gd            4        Typ          1          Gd
## 1091            2          TA            6        Typ          0        <NA>
## 1092            1          Gd            4        Typ          0        <NA>
## 1093            1          TA            7        Typ          1          Gd
## 1094            1          Gd            6        Typ          0        <NA>
## 1095            1          TA            4        Typ          0        <NA>
## 1096            1          Gd            6        Typ          1          Gd
## 1097            1          Gd            7        Typ          0        <NA>
## 1098            1          Gd            5        Typ          0        <NA>
## 1099            1          TA            6        Typ          0        <NA>
## 1100            1          TA            7        Typ          1          TA
## 1101            1          Fa            3        Typ          0        <NA>
## 1102            1          TA            5        Typ          0        <NA>
## 1103            1          TA            6        Typ          0        <NA>
## 1104            1          TA            6        Typ          1          Fa
## 1105            1          TA            6        Typ          0        <NA>
## 1106            1          Gd            9        Typ          2          TA
## 1107            1          Gd            6        Typ          1          TA
## 1108            1          Gd            9        Typ          1          Gd
## 1109            1          TA            7        Typ          1          TA
## 1110            1          Gd            7        Typ          1          Gd
## 1111            1          TA            8        Typ          1          TA
## 1112            1          TA            8        Typ          1          Gd
## 1113            1          TA            5        Typ          0        <NA>
## 1114            1          Gd            6        Typ          0        <NA>
## 1115            1          Gd            4        Typ          0        <NA>
## 1116            1          Ex            7        Typ          1          Gd
## 1117            1          Gd            7        Typ          1          TA
## 1118            1          Gd            5        Typ          0        <NA>
## 1119            1          TA            6       Min2          0        <NA>
## 1120            1          TA            6        Typ          0        <NA>
## 1121            1          TA            6        Typ          1          Gd
## 1122            1          Gd            7        Typ          0        <NA>
## 1123            1          TA            5        Typ          0        <NA>
## 1124            1          TA            4        Typ          0        <NA>
## 1125            1          Gd            7        Typ          1          TA
## 1126            1          Fa            5        Typ          1          TA
## 1127            1          Gd            7        Typ          1          TA
## 1128            1          Gd            7        Typ          1          Gd
## 1129            1          Gd            8        Typ          1          Gd
## 1130            1          TA            4        Typ          0        <NA>
## 1131            1          Gd            7       Min2          2          TA
## 1132            1          TA            5        Typ          0        <NA>
## 1133            1          Fa            8        Typ          0        <NA>
## 1134            1          Gd            8        Typ          1          TA
## 1135            1          TA            7        Typ          1          TA
## 1136            1          TA            5        Typ          1          Gd
## 1137            1          TA            6        Typ          0        <NA>
## 1138            1          TA            6        Typ          0        <NA>
## 1139            1          Gd            5        Typ          2          TA
## 1140            1          TA            6       Maj1          1          Gd
## 1141            1          TA            4        Typ          0        <NA>
## 1142            1          Gd            9        Typ          1          TA
## 1143            1          Gd           11        Typ          1          TA
## 1144            1          TA            5        Typ          0        <NA>
## 1145            1          Fa            5        Typ          0        <NA>
## 1146            1          TA            8        Typ          1          Gd
## 1147            1          Gd            5        Typ          1          TA
## 1148            1          Fa            7        Typ          1          Gd
## 1149            1          TA            5        Typ          1          Gd
## 1150            1          TA            7        Typ          0        <NA>
## 1151            1          Gd            4        Typ          1          Gd
## 1152            1          Fa            6        Typ          2          Gd
## 1153            1          Ex            6        Typ          1          Gd
## 1154            1          TA            5        Typ          0        <NA>
## 1155            1          Gd            8        Typ          2          Gd
## 1156            1          Gd            6        Typ          1          Fa
## 1157            1          Gd            6        Typ          1          Gd
## 1158            1          Gd            6        Typ          1          Gd
## 1159            1          Gd            7        Typ          0        <NA>
## 1160            1          Gd            8        Typ          1          TA
## 1161            1          TA            7        Typ          1          TA
## 1162            1          Gd            7        Typ          1          Gd
## 1163            1          TA            5        Typ          1          Po
## 1164            2          TA            6        Typ          0        <NA>
## 1165            1          Gd            5        Typ          1          TA
## 1166            1          Gd            7        Typ          0        <NA>
## 1167            1          Gd            7        Typ          0        <NA>
## 1168            1          TA            7        Typ          1          TA
## 1169            1          Gd            7        Typ          2          TA
## 1170            1          Gd           10        Typ          1          TA
## 1171            1          TA            6        Typ          1          Po
## 1172            1          TA            6        Typ          1          TA
## 1173            1          Gd            5        Typ          0        <NA>
## 1174            1          Ex           12       Maj1          1          Gd
## 1175            1          TA            9        Typ          1          Gd
## 1176            1          Gd            9        Typ          1          TA
## 1177            1          TA            5        Typ          0        <NA>
## 1178            1          TA            5        Typ          0        <NA>
## 1179            1          TA            7        Typ          1          Gd
## 1180            1          TA            5       Min2          1          Gd
## 1181            1          TA            8        Typ          0        <NA>
## 1182            1          Gd            5        Typ          1          Gd
## 1183            1          Ex           10        Typ          2          TA
## 1184            1          TA            5        Typ          1          Gd
## 1185            1          TA            5        Typ          2          TA
## 1186            1          TA            7        Typ          0        <NA>
## 1187            2          TA            7        Typ          0        <NA>
## 1188            1          Gd            5        Typ          1          Fa
## 1189            1          Gd            7        Typ          0        <NA>
## 1190            1          Gd            7        Typ          1          TA
## 1191            1          TA            7        Typ          1          TA
## 1192            1          Gd            5        Typ          0        <NA>
## 1193            1          Gd            6        Typ          0        <NA>
## 1194            1          TA            5        Typ          0        <NA>
## 1195            1          TA            7        Typ          0        <NA>
## 1196            1          Gd            8        Typ          0        <NA>
## 1197            1          Gd            9        Typ          1          Gd
## 1198            1          TA            7        Typ          1          Gd
## 1199            1          Gd            6        Typ          0        <NA>
## 1200            1          TA            6        Typ          1          Po
## 1201            1          TA            5        Typ          0        <NA>
## 1202            1          Gd            6        Typ          0        <NA>
## 1203            1          TA            5        Typ          1          Fa
## 1204            1          Gd            6        Typ          1          TA
## 1205            1          TA            6        Typ          0        <NA>
## 1206            1          Gd            7        Typ          1          TA
## 1207            1          TA            5        Typ          0        <NA>
## 1208            1          Gd            7        Typ          0        <NA>
## 1209            1          TA            6        Typ          0        <NA>
## 1210            1          Gd            8        Typ          1          Gd
## 1211            1          Gd            8        Typ          1          TA
## 1212            1          TA            8        Typ          0        <NA>
## 1213            1          TA            4        Typ          0        <NA>
## 1214            1          TA            3        Typ          0        <NA>
## 1215            1          TA            6        Typ          0        <NA>
## 1216            1          TA            5        Typ          0        <NA>
## 1217            2          TA            8        Typ          0        <NA>
## 1218            1          Gd            6        Typ          0        <NA>
## 1219            1          TA            3        Typ          0        <NA>
## 1220            1          TA            7        Typ          0        <NA>
## 1221            1          TA            5        Typ          0        <NA>
## 1222            1          TA            5        Typ          1          TA
## 1223            1          TA            7        Typ          1          Gd
## 1224            1          TA            7        Mod          0        <NA>
## 1225            1          Gd            8        Typ          1          Gd
## 1226            1          TA            6        Typ          0        <NA>
## 1227            1          Gd            9        Typ          1          Gd
## 1228            1          Gd            5        Typ          0        <NA>
## 1229            1          Ex            7        Typ          1          Gd
## 1230            1          TA            7       Maj1          0        <NA>
## 1231            2          TA           12        Typ          1          TA
## 1232            1          TA            6        Typ          0        <NA>
## 1233            2          TA            6        Typ          0        <NA>
## 1234            1          TA            6        Typ          0        <NA>
##      GarageType GarageYrBlt GarageFinish GarageCars GarageArea GarageQual
## 1        Attchd        2003          RFn          2        548         TA
## 2        Attchd        1976          RFn          2        460         TA
## 3        Attchd        2001          RFn          2        608         TA
## 4        Detchd        1998          Unf          3        642         TA
## 5        Attchd        2000          RFn          3        836         TA
## 6        Attchd        1993          Unf          2        480         TA
## 7        Attchd        2004          RFn          2        636         TA
## 8        Attchd        1973          RFn          2        484         TA
## 9        Detchd        1931          Unf          2        468         Fa
## 10       Attchd        1939          RFn          1        205         Gd
## 11       Detchd        1965          Unf          1        384         TA
## 12      BuiltIn        2005          Fin          3        736         TA
## 13       Detchd        1962          Unf          1        352         TA
## 14       Attchd        2006          RFn          3        840         TA
## 15       Attchd        1960          RFn          1        352         TA
## 16       Detchd        1991          Unf          2        576         TA
## 17       Attchd        1970          Fin          2        480         TA
## 18      CarPort        1967          Unf          2        516         TA
## 19       Detchd        2004          Unf          2        576         TA
## 20       Attchd        1958          Unf          1        294         TA
## 21      BuiltIn        2005          RFn          3        853         TA
## 22       Attchd        1930          Unf          1        280         TA
## 23       Attchd        2002          RFn          2        534         TA
## 24       Attchd        1976          Unf          2        572         TA
## 25       Attchd        1968          Unf          1        270         TA
## 26       Attchd        2007          RFn          3        890         TA
## 27       Detchd        2005          Unf          2        576         TA
## 28       Attchd        2008          RFn          3        772         TA
## 29       Attchd        1957          RFn          1        319         TA
## 30       Detchd        1920          Unf          1        240         Fa
## 31       Detchd        1920          Unf          1        250         TA
## 32       Attchd        1966          Unf          1        271         TA
## 33       Attchd        2007          RFn          2        484         TA
## 34       Attchd        1959          RFn          2        447         TA
## 35       Attchd        2005          Fin          2        556         TA
## 36      BuiltIn        2004          Fin          3        691         TA
## 37       Attchd        1995          Unf          2        672         TA
## 38       Attchd        1954          Fin          2        498         TA
## 39       Detchd        1953          Unf          1        246         TA
## 40         <NA>          NA         <NA>          0          0       <NA>
## 41       Attchd        1965          RFn          2        440         TA
## 42       Attchd        1959          RFn          1        308         TA
## 43       Attchd        1983          RFn          2        504         TA
## 44       Detchd        1977          Unf          1        308         TA
## 45       Attchd        1959          RFn          1        300         TA
## 46       Attchd        2005          RFn          2        576         TA
## 47       Attchd        2003          RFn          2        670         TA
## 48       Attchd        2006          RFn          3        826         TA
## 49         <NA>          NA         <NA>          0          0       <NA>
## 50       Attchd        1966          Unf          1        386         TA
## 51       Attchd        1997          Fin          2        388         TA
## 52       Detchd        1985          Unf          2        528         TA
## 53      CarPort        1963          Unf          2        516         TA
## 54       Attchd        1981          Fin          3        894         TA
## 55       Detchd        1962          Unf          2        572         TA
## 56       Attchd        1964          RFn          2        576         TA
## 57       Attchd        1999          Fin          2        480         TA
## 58       Attchd        2004          RFn          2        565         TA
## 59      BuiltIn        2006          Fin          3        641         TA
## 60       Detchd        1973          Unf          1        352         TA
## 61       Detchd        2006          Unf          2        576         TA
## 62       Detchd        1935          Unf          1        288         TA
## 63       Attchd        2006          RFn          2        484         TA
## 64       Detchd        1990          Unf          2        480         TA
## 65       Attchd        1998          RFn          2        645         TA
## 66      BuiltIn        2004          RFn          3        852         TA
## 67       Attchd        1970          RFn          2        576         TA
## 68       Attchd        2003          RFn          2        558         TA
## 69       Attchd        1945          Unf          1        220         TA
## 70       Attchd        1953          Fin          2        667         TA
## 71       Attchd        1973          Fin          2        516         TA
## 72       Detchd        1987          Unf          2        360         TA
## 73       Attchd        1998          Fin          2        427         TA
## 74       Attchd        1989          Unf          2        490         TA
## 75       Detchd        1915          Unf          1        379         TA
## 76      BuiltIn        1973          Unf          1        297         TA
## 77       Detchd        1956          Unf          1        283         TA
## 78       Detchd        1948          Unf          1        240         TA
## 79         <NA>          NA         <NA>          0          0       <NA>
## 80       Detchd        1966          Unf          2        440         TA
## 81       Attchd        1968          Fin          1        509         TA
## 82       Attchd        1998          Fin          2        405         TA
## 83       Attchd        2007          RFn          3        758         TA
## 84       Detchd        1974          Unf          2        461         TA
## 85      BuiltIn        1995          Fin          2        400         TA
## 86       Attchd        1991          Unf          2        462         TA
## 87      BuiltIn        2005          Fin          2        400         TA
## 88       Detchd        2009          RFn          2        528         TA
## 89         <NA>          NA         <NA>          0          0       <NA>
## 90         <NA>          NA         <NA>          0          0       <NA>
## 91       Detchd        1950          Unf          2        420         TA
## 92       Attchd        1961          Unf          2        480         TA
## 93       Detchd        1921          Unf          2        432         TA
## 94       Detchd        1900          Unf          2        506         TA
## 95       Attchd        1997          RFn          2        684         TA
## 96      BuiltIn        1993          Fin          2        420         TA
## 97       Attchd        1999          RFn          2        472         TA
## 98       Attchd        1965          Fin          1        432         TA
## 99      Basment        1920          Unf          1        366         Fa
## 100        <NA>          NA         <NA>          0          0       <NA>
## 101      Attchd        1977          RFn          2        480         TA
## 102      Attchd        1985          Fin          2        476         TA
## 103      Attchd        1979          Unf          2        410         TA
## 104      Attchd        2009          RFn          3        740         TA
## 105      Detchd        1951          Unf          1        240         TA
## 106      Attchd        2003          RFn          2        648         TA
## 107      Detchd        1954          Unf          1        273         Fa
## 108      Detchd        1948          Unf          1        250         TA
## 109        <NA>          NA         <NA>          0          0       <NA>
## 110      Attchd        1977          RFn          2        546         TA
## 111      Attchd        1954          Unf          1        325         TA
## 112     BuiltIn        2000          Fin          2        400         TA
## 113     BuiltIn        2007          Fin          3        792         TA
## 114     Basment        1953          Unf          2        450         TA
## 115      Detchd        1945          Unf          1        180         TA
## 116      Detchd        1999          Unf          2        440         TA
## 117      Attchd        1962          Unf          1        288         TA
## 118      Attchd        2007          Unf          2        430         TA
## 119      Attchd        1990          Unf          3        594         TA
## 120      Attchd        2005          Fin          2        390         TA
## 121      Attchd        1969          Unf          2        540         TA
## 122      Detchd        1979          Unf          1        264         TA
## 123      Attchd        1958          Unf          1        288         TA
## 124      Attchd        1993          RFn          2        530         TA
## 125      Attchd        1979          Unf          2        435         TA
## 126        <NA>          NA         <NA>          0          0       <NA>
## 127      Attchd        1977          RFn          2        440         TA
## 128        <NA>          NA         <NA>          0          0       <NA>
## 129      Attchd        1966          RFn          2        453         TA
## 130      2Types        1998          RFn          2        750         TA
## 131      Attchd        1966          Fin          2        487         TA
## 132     BuiltIn        2000          RFn          2        390         TA
## 133      Detchd        1974          Unf          2        624         TA
## 134      Attchd        2001          Fin          2        471         TA
## 135      Attchd        1968          RFn          2        440         TA
## 136      Attchd        1970          Unf          2        530         TA
## 137      Attchd        1967          RFn          1        318         TA
## 138      2Types        1989          Unf          3        766         TA
## 139      Attchd        1999          Fin          3        660         TA
## 140      Attchd        1997          RFn          2        470         TA
## 141        <NA>          NA         <NA>          0          0       <NA>
## 142      Attchd        2005          Fin          2        660         TA
## 143      Detchd        2000          Unf          2        720         TA
## 144      Attchd        1999          RFn          2        577         TA
## 145      Detchd        1963          Unf          2        504         TA
## 146      Detchd        2004          Unf          2        380         TA
## 147      Detchd        1931          Unf          1        180         Fa
## 148     BuiltIn        2001          Fin          2        434         TA
## 149        <NA>          NA         <NA>          0          0       <NA>
## 150      Detchd        1936          Unf          1        240         Fa
## 151      Attchd        1975          Unf          2        440         TA
## 152      Attchd        2007          RFn          3        866         TA
## 153      Attchd        1971          RFn          2        495         TA
## 154      Attchd        1960          RFn          2        564         TA
## 155      Detchd        1923          Unf          1        312         Fa
## 156        <NA>          NA         <NA>          0          0       <NA>
## 157      Detchd        1950          Unf          2        625         TA
## 158     BuiltIn        2009          Fin          3        680         TA
## 159      Attchd        2004          RFn          2        678         TA
## 160      Attchd        2006          RFn          2        576         TA
## 161      Attchd        1984          Unf          2        516         TA
## 162     BuiltIn        2003          Fin          3        726         TA
## 163      Attchd        2005          RFn          2        532         TA
## 164        <NA>          NA         <NA>          0          0       <NA>
## 165      Detchd        1926          Unf          1        216         TA
## 166        <NA>          NA         <NA>          0          0       <NA>
## 167      Attchd        1955          Fin          1        303         TA
## 168      Attchd        2007          Fin          3        789         TA
## 169      Attchd        2004          Fin          2        440         TA
## 170      Attchd        1981          RFn          2        511         TA
## 171      Detchd        1991          Unf          2        660         TA
## 172      Attchd        1960          Fin          2        528         TA
## 173      Attchd        1987          RFn          2        504         Gd
## 174      Attchd        1961          Unf          2        504         TA
## 175      Attchd        1986          Fin          2        616         TA
## 176      Attchd        1950          Unf          2        576         TA
## 177      Attchd        1988          Unf          2        521         TA
## 178      Attchd        1958          Unf          2        451         TA
## 179      Attchd        2009          Fin          3       1166         TA
## 180      Detchd        1935          Unf          2        480         Fa
## 181      Detchd        2000          Unf          2        440         TA
## 182      Detchd        1920          Unf          1        216         Fa
## 183      Attchd        1957          RFn          1        252         TA
## 184      Detchd        2003          Unf          2        484         TA
## 185      Attchd        1986          Unf          2        576         TA
## 186      Detchd        1993          Unf          3        840         Ex
## 187      Attchd        1990          Unf          2        497         TA
## 188      Detchd        1916          Unf          1        180         Fa
## 189      Detchd        1979          Unf          2        528         TA
## 190      Attchd        2001          Fin          2        682         TA
## 191      Detchd        1932          Unf          2        440         TA
## 192      Attchd        1972          Fin          2        484         TA
## 193      Attchd        1999          Fin          2        666         TA
## 194      Detchd        2004          Unf          2        380         TA
## 195      Detchd        1989          Unf          1        352         TA
## 196      Attchd        1976          Unf          2        440         TA
## 197      Attchd        2007          Fin          3        786         TA
## 198      Detchd        1918          Unf          2        795         TA
## 199        <NA>          NA         <NA>          0          0       <NA>
## 200      Attchd        2004          Fin          3        856         TA
## 201      Attchd        2003          RFn          2        440         TA
## 202      Detchd        1980          Unf          2        473         TA
## 203      Attchd        1924          Unf          1        398         TA
## 204      Attchd        2004          RFn          2        420         TA
## 205      Detchd        1948          Unf          1        240         TA
## 206      Attchd        1990          RFn          2        500         TA
## 207      Attchd        1962          RFn          1        349         TA
## 208      Attchd        1960          RFn          1        312         TA
## 209      Attchd        1988          Fin          2        454         TA
## 210      Attchd        1964          RFn          2        504         TA
## 211        <NA>          NA         <NA>          0          0       <NA>
## 212      Attchd        2009          RFn          2        460         TA
## 213      Attchd        2009          RFn          2        644         TA
## 214      Attchd        1996          Unf          2        576         TA
## 215      Attchd        1977          Fin          1        299         TA
## 216      Attchd        1957          Unf          1        447         TA
## 217      Attchd        2004          Unf          2        484         TA
## 218      Detchd        1940          Unf          1        210         TA
## 219      Attchd        1939          Unf          2        431         TA
## 220      Attchd        2005          Fin          2        438         TA
## 221      Attchd        2006          RFn          2        675         TA
## 222     BuiltIn        2002          RFn          2        390         TA
## 223      Attchd        1975          RFn          2        434         TA
## 224      Detchd        1989          Unf          2        576         TA
## 225      Attchd        2003          Fin          3        968         TA
## 226      Detchd        1991          Unf          1        280         TA
## 227      Attchd        1995          RFn          3        721         TA
## 228      Detchd        1987          Unf          1        280         TA
## 229      Detchd        1974          Unf          1        336         TA
## 230      Attchd        2005          Fin          2        430         TA
## 231      Attchd        1959          RFn          1        312         TA
## 232      Attchd        1995          Fin          3        810         TA
## 233      Attchd        1972          Unf          1        288         TA
## 234      Attchd        1976          Unf          1        308         TA
## 235     BuiltIn        2002          Fin          2        440         TA
## 236      Detchd        1971          Unf          1        264         TA
## 237      Attchd        2004          RFn          2        494         TA
## 238      Attchd        1993          RFn          2        457         TA
## 239      Attchd        2007          Fin          3        818         TA
## 240      Detchd        1949          Unf          1        220         TA
## 241      Attchd        2008          RFn          2        750         TA
## 242        <NA>          NA         <NA>          0          0       <NA>
## 243      Attchd        1940          Unf          1        352         Fa
## 244      Attchd        1980          RFn          1        288         TA
## 245      Attchd        1994          RFn          2        463         TA
## 246      Attchd        1988          Fin          2        604         TA
## 247      Detchd        1910          Unf          1        440         Po
## 248      Attchd        1954          Unf          2        451         TA
## 249      Attchd        2003          RFn          2        500         TA
## 250      Attchd        1958          Fin          2        389         TA
## 251        <NA>          NA         <NA>          0          0       <NA>
## 252      Attchd        2006          Fin          2        538         TA
## 253      Attchd        2004          RFn          2        520         TA
## 254      Attchd        1964          RFn          1        309         TA
## 255      Attchd        1957          RFn          1        294         TA
## 256     BuiltIn        1999          Fin          2        429         TA
## 257      Attchd        2003          RFn          2        673         TA
## 258      Attchd        2006          RFn          2        660         TA
## 259      Attchd        2001          RFn          2        564         TA
## 260      Detchd        1956          Unf          1        308         TA
## 261      Attchd        1991          Unf          2        884         TA
## 262     BuiltIn        2007          Fin          3        868         TA
## 263      Attchd        1978          Unf          2        492         TA
## 264      Detchd        1974          Unf          2        484         TA
## 265      Detchd        1965          Unf          2        504         TA
## 266      Attchd        1981          Fin          2        576         TA
## 267      Attchd        1997          Fin          2        413         TA
## 268      Detchd        1939          Unf          1        240         TA
## 269      Detchd        1966          Fin          1        924         Ex
## 270      Attchd        1987          RFn          1        504         TA
## 271      Attchd        2006          RFn          3       1053         TA
## 272      Attchd        1954          Unf          2        439         TA
## 273      Attchd        1999          Fin          3        671         TA
## 274      Attchd        1958          RFn          1        338         TA
## 275      Attchd        1982          Unf          1        264         TA
## 276      Detchd        1978          Unf          2        672         TA
## 277      Attchd        2003          Fin          2        573         TA
## 278      Detchd        1951          Unf          2        400         TA
## 279      Attchd        2007          Fin          3        732         TA
## 280      Attchd        1977          Fin          2        505         TA
## 281      Attchd        1989          Fin          2        575         TA
## 282      Attchd        2006          Fin          2        572         TA
## 283      Attchd        2008          RFn          2        626         TA
## 284      Attchd        2008          Fin          3        898         TA
## 285      Attchd        1992          RFn          2        529         TA
## 286      Detchd        2006          RFn          2        528         TA
## 287      Attchd        1962          RFn          2        440         TA
## 288        <NA>          NA         <NA>          0          0       <NA>
## 289      Detchd        1970          Unf          1        280         TA
## 290      Detchd        2003          Unf          1        384         TA
## 291      Attchd        2006          RFn          2        685         Gd
## 292        <NA>          NA         <NA>          0          0       <NA>
## 293      Attchd        1949          Unf          1        281         TA
## 294      Attchd        1977          Fin          2        539         TA
## 295      Attchd        1953          Fin          2        418         TA
## 296      Detchd        1984          Unf          2        588         TA
## 297      Attchd        1950          Unf          1        282         TA
## 298      Detchd        1997          RFn          2        576         TA
## 299      Attchd        1968          Unf          2        539         TA
## 300      Attchd        1950          Unf          1        300         TA
## 301      Attchd        1953          Unf          1        375         TA
## 302     BuiltIn        1998          Fin          2        683         TA
## 303      Attchd        2001          RFn          3        843         TA
## 304      Attchd        1975          Unf          2        552         TA
## 305      Attchd        2003          Unf          3        870         TA
## 306      Attchd        2004          Fin          3        888         TA
## 307      Attchd        1990          RFn          3        746         TA
## 308        <NA>          NA         <NA>          0          0       <NA>
## 309      Detchd        1961          Unf          2        539         TA
## 310      Attchd        2003          Fin          3        708         TA
## 311      Attchd        1993          Fin          2        420         TA
## 312      Detchd        1948          Unf          1        240         TA
## 313      Detchd        1939          Unf          2        410         TA
## 314      Attchd        1965          RFn          2        513         TA
## 315      Detchd        1925          Unf          2        546         Fa
## 316      Attchd        2004          Fin          2        432         TA
## 317      Attchd        1983          RFn          2        484         TA
## 318      Attchd        2006          RFn          3       1025         TA
## 319      Attchd        1993          RFn          3        656         TA
## 320      Attchd        1980          Unf          2        588         TA
## 321      Attchd        2006          RFn          3        840         TA
## 322     BuiltIn        2004          Fin          3        872         TA
## 323      Attchd        1987          Fin          2        576         TA
## 324      Attchd        1955          Unf          1        220         Fa
## 325     BuiltIn        1961          Fin          2        564         TA
## 326      Detchd        1941          Unf          2        360         TA
## 327      Attchd        1993          Fin          2        473         TA
## 328      Attchd        1960          RFn          1        292         TA
## 329      Detchd        1930          Unf          2        441         TA
## 330      Detchd        1920          Unf          1        189         Fa
## 331      Detchd        2002          Unf          1        352         TA
## 332      Attchd        1958          RFn          1        308         TA
## 333      Attchd        2003          RFn          3        880         TA
## 334      Attchd        2004          RFn          2        484         TA
## 335      Attchd        1998          Fin          2        472         TA
## 336      Attchd        1965          Fin          2        529         TA
## 337      Attchd        2005          Fin          3        676         TA
## 338      Attchd        2002          RFn          2        532         TA
## 339      Attchd        1984          RFn          2        440         TA
## 340      Attchd        1958          Unf          1        297         TA
## 341      Attchd        2002          Fin          2        431         TA
## 342     CarPort        1950          Unf          1        294         TA
## 343      Detchd        1949          Unf          2        400         TA
## 344      Attchd        2005          RFn          2        564         TA
## 345      Attchd        1976          Unf          1        336         TA
## 346      Detchd        1939          Unf          1        312         TA
## 347      Attchd        1960          RFn          1        301         TA
## 348      Attchd        1960          Unf          2        498         TA
## 349     BuiltIn        2003          RFn          2        474         TA
## 350      Attchd        2006          Fin          3        706         TA
## 351      Attchd        2007          RFn          2        617         TA
## 352      Attchd        1986          RFn          2        445         TA
## 353      Detchd        1941          Unf          1        200         TA
## 354      Detchd        2005          Unf          2        484         TA
## 355      Attchd        1940          Unf          1        240         TA
## 356      Attchd        1995          RFn          2        521         TA
## 357      Attchd        1992          RFn          2        400         TA
## 358      Attchd        1976          Fin          2        528         TA
## 359     BuiltIn        1958          Unf          1        288         TA
## 360      Attchd        1998          RFn          2        592         TA
## 361      Attchd        1978          RFn          2        470         TA
## 362      Detchd        1940          Unf          1        240         TA
## 363     BuiltIn        2003          RFn          2        672         TA
## 364      Detchd        1972          Unf          1        264         TA
## 365      Attchd        1976          Fin          2        566         TA
## 366      Detchd        1964          Unf          1        468         TA
## 367      Attchd        1963          RFn          2        514         TA
## 368     Basment        1962          RFn          1        296         TA
## 369      Attchd        1954          Fin          1        244         TA
## 370      Detchd        1997          Fin          2        576         TA
## 371      Attchd        2000          RFn          2        460         TA
## 372      Detchd        1991          Fin          2        680         TA
## 373      Attchd        1984          Unf          1        264         TA
## 374      Attchd        1953          Unf          1        270         TA
## 375     BuiltIn        2003          Fin          2        434         TA
## 376        <NA>          NA         <NA>          0          0       <NA>
## 377      Detchd        1998          Unf          2        576         TA
## 378      Attchd        2004          RFn          2        610         TA
## 379      Attchd        2010          Fin          3        834         TA
## 380      Attchd        2000          Fin          2        463         TA
## 381      Detchd        1924          Unf          1        308         TA
## 382      Attchd        2006          RFn          2        572         TA
## 383      Attchd        2006          RFn          2        639         TA
## 384      Detchd        1950          Unf          2        360         Fa
## 385      Attchd        1992          Fin          2        501         TA
## 386      Attchd        2004          Fin          2        430         TA
## 387        <NA>          NA         <NA>          0          0       <NA>
## 388      Detchd        1977          Unf          1        352         TA
## 389      Attchd        1999          RFn          2        577         TA
## 390     BuiltIn        2008          Fin          3        846         TA
## 391      Detchd        1978          Unf          1        384         TA
## 392     BuiltIn        2001          Fin          2        560         TA
## 393      Attchd        1959          RFn          1        294         TA
## 394        <NA>          NA         <NA>          0          0       <NA>
## 395      Detchd        1940          Unf          1        240         TA
## 396      Attchd        1956          Unf          1        596         TA
## 397      Detchd        1985          RFn          2        600         TA
## 398      Attchd        1962          RFn          1        264         TA
## 399      Detchd        1920          Unf          1        338         Po
## 400      Attchd        2007          Fin          2        438         TA
## 401      Attchd        1996          Fin          2        500         TA
## 402      Attchd        2005          Fin          2        400         TA
## 403      Detchd        1940          Unf          1        240         TA
## 404     BuiltIn        1998          Fin          2        420         TA
## 405     BuiltIn        1995          Fin          2        373         TA
## 406      Attchd        1993          Unf          2        490         TA
## 407      Detchd        1936          Unf          1        240         TA
## 408      Attchd        1960          Unf          1        308         TA
## 409      Attchd        2006          RFn          3        947         TA
## 410      Attchd        2008          Fin          3        836         TA
## 411      Attchd        1958          Unf          1        350         TA
## 412      Attchd        1955          Fin          2        572         TA
## 413      Attchd        2009          Fin          2        484         TA
## 414      Detchd        1927          Unf          2        360         TA
## 415      Attchd        1993          Unf          3        678         TA
## 416      Attchd        2007          Fin          2        396         TA
## 417      Attchd        1978          Fin          2        440         TA
## 418      Detchd        1918          Unf          3        864         TA
## 419      Detchd        1940          Unf          1        240         TA
## 420      Attchd        1968          Unf          1        304         TA
## 421      Attchd        1997          Fin          4        784         TA
## 422      Attchd        1977          Fin          2        529         TA
## 423      Attchd        1954          RFn          2        520         TA
## 424      Attchd        1998          Fin          3        696         TA
## 425      Attchd        1956          RFn          1        297         TA
## 426      Detchd        1947          Unf          1        240         TA
## 427      Attchd        1989          Fin          2        569         TA
## 428      Detchd        1964          Unf          1        352         TA
## 429      Attchd        2007          RFn          2        628         TA
## 430      Attchd        1988          Unf          2        576         TA
## 431      Detchd        1971          Unf          1        264         TA
## 432        <NA>          NA         <NA>          0          0       <NA>
## 433      Detchd        1971          Unf          2        440         TA
## 434      Attchd        1997          Fin          2        470         TA
## 435        <NA>          NA         <NA>          0          0       <NA>
## 436      Attchd        1996          RFn          2        550         TA
## 437      Detchd        1990          Unf          2        440         TA
## 438      Detchd        1926          Unf          1        180         TA
## 439      Detchd        1990          Unf          1        352         Gd
## 440      Detchd        2005          Unf          2        528         TA
## 441      Attchd        2008          Fin          3        672         TA
## 442        <NA>          NA         <NA>          0          0       <NA>
## 443      Detchd        1930          Unf          2        360         TA
## 444      Attchd        2007          Fin          3        648         TA
## 445      Attchd        1994          Unf          2        493         TA
## 446      Attchd        1956          Unf          2        480         TA
## 447      Attchd        1966          Fin          2        578         TA
## 448      Attchd        1998          Fin          2        431         TA
## 449      Detchd        1937          Unf          1        198         TA
## 450      Detchd        1981          Unf          1        308         TA
## 451      Detchd        1932          Unf          1        270         Fa
## 452      Attchd        1975          Unf          2        576         TA
## 453      Attchd        1996          Fin          2        422         TA
## 454      Attchd        2008          RFn          2        676         TA
## 455      Detchd        1976          Unf          2        560         TA
## 456      Attchd        1973          Unf          2        528         TA
## 457      Detchd        1916          Unf          3        513         Fa
## 458      Attchd        1954          Fin          2        529         TA
## 459      Detchd        1925          Unf          1        228         TA
## 460      Detchd        1950          Unf          1        352         TA
## 461     BuiltIn        2009          Fin          2        552         TA
## 462      Detchd        1971          RFn          2        576         TA
## 463      Detchd        1965          Unf          1        360         TA
## 464      Detchd        1939          Unf          1        240         TA
## 465        <NA>          NA         <NA>          0          0       <NA>
## 466      Attchd        2004          Fin          2        398         TA
## 467      Attchd        1970          Unf          2        526         TA
## 468      Attchd        1942          Unf          1        312         TA
## 469      Attchd        2006          RFn          3        866         TA
## 470      Attchd        1993          RFn          2        506         TA
## 471      Attchd        1985          RFn          2        528         TA
## 472      Attchd        1977          RFn          2        534         TA
## 473     Basment        2005          RFn          2        525         TA
## 474      Attchd        2006          RFn          3        908         TA
## 475      Attchd        2000          RFn          2        499         TA
## 476      Detchd        1996          Unf          2        624         TA
## 477      Attchd        1997          Fin          2        508         TA
## 478     BuiltIn        2006          Fin          3        694         TA
## 479      Attchd        2007          RFn          3        826         TA
## 480      Detchd        1995          Unf          2        672         TA
## 481      Attchd        2004          Fin          3        772         TA
## 482      Attchd        2003          Fin          3        874         TA
## 483      Attchd        1915          Unf          1        164         Fa
## 484      Attchd        1998          Unf          2        402         TA
## 485      Detchd        1963          Unf          1        264         TA
## 486      Attchd        1950          Unf          1        264         TA
## 487      Attchd        1965          RFn          2        515         TA
## 488      Attchd        1971          Unf          2        487         TA
## 489      Attchd        1970          Unf          2        520         TA
## 490      Attchd        1970          Unf          1        286         TA
## 491     BuiltIn        1976          Fin          1        336         TA
## 492      Attchd        1941          Unf          1        240         TA
## 493      Attchd        2006          RFn          2        429         TA
## 494      Detchd        1964          Unf          1        308         TA
## 495      Attchd        1938          Unf          1        273         TA
## 496        <NA>          NA         <NA>          0          0       <NA>
## 497      Attchd        1992          RFn          2        546         TA
## 498      Detchd        1925          Unf          1        240         TA
## 499      Attchd        1967          Fin          1        288         TA
## 500      Attchd        1958          Fin          1        297         TA
## 501      Detchd        1973          Unf          1        264         TA
## 502      Attchd        2005          RFn          2        603         TA
## 503      Detchd        1965          Unf          2        461         Fa
## 504      Attchd        1959          Fin          2        484         TA
## 505      Attchd        1974          Unf          2        440         TA
## 506      Detchd        1952          Unf          2        400         TA
## 507      Attchd        1993          RFn          2        471         TA
## 508      Attchd        2009          Fin          2        676         TA
## 509      Detchd        1928          Unf          2        360         TA
## 510      Attchd        1959          RFn          1        270         TA
## 511     CarPort        1951          Unf          1        288         TA
## 512      Attchd        2005          RFn          2        474         TA
## 513      Detchd        1964          Unf          2        624         TA
## 514      Attchd        1983          Unf          2        484         TA
## 515      Detchd        1926          Unf          1        200         Po
## 516      Attchd        2009          Fin          3        900         TA
## 517      Attchd        1972          RFn          2        583         TA
## 518      Attchd        1996          RFn          3        889         TA
## 519      Attchd        1998          RFn          2        546         TA
## 520      Detchd        1926          Unf          1        282         TA
## 521        <NA>          NA         <NA>          0          0       <NA>
## 522      Attchd        1957          Unf          1        336         TA
## 523      Detchd        1950          Unf          2        420         TA
## 524     BuiltIn        2007          Fin          3        884         TA
## 525      Attchd        1996          Fin          3        834         TA
## 526      Attchd        2005          Unf          2        453         TA
## 527      Attchd        1956          Unf          1        252         TA
## 528      Attchd        2008          Fin          3        858         TA
## 529        <NA>          NA         <NA>          0          0       <NA>
## 530      Attchd        1975          RFn          2        484         TA
## 531      Attchd        1988          RFn          2        600         TA
## 532      Detchd        1920          Fin          2        502         TA
## 533      Detchd        1967          Unf          1        392         TA
## 534        <NA>          NA         <NA>          0          0       <NA>
## 535      Attchd        2004          Fin          2        403         TA
## 536        <NA>          NA         <NA>          0          0       <NA>
## 537      Attchd        1998          Fin          2        527         TA
## 538      Detchd        1980          Unf          2        576         TA
## 539      Attchd        1968          Unf          1        336         TA
## 540      Attchd        2001          RFn          2        670         TA
## 541      Attchd        2006          Fin          3        765         TA
## 542     BuiltIn        2000          Fin          3        648         TA
## 543      Attchd        1998          Fin          2        583         TA
## 544      Attchd        1998          Fin          1        367         TA
## 545      Attchd        2006          RFn          2        426         TA
## 546      Attchd        1988          Unf          3        786         TA
## 547      Detchd        1950          Unf          2        440         TA
## 548      Detchd        1987          Unf          2        624         TA
## 549      Detchd        1963          RFn          2        720         TA
## 550     BuiltIn        2003          Fin          2        615         TA
## 551      Attchd        1977          RFn          2        440         TA
## 552      Attchd        1957          Fin          1        288         TA
## 553      Attchd        2006          RFn          3        908         TA
## 554      Detchd        2002          Fin          2        520         TA
## 555     BuiltIn        2003          RFn          3        871         TA
## 556      Detchd        1922          Unf          1        280         TA
## 557      Attchd        1957          Fin          1        299         TA
## 558     CarPort        1994          Unf          1        570         TA
## 559      Attchd        1996          Unf          2        406         TA
## 560      Attchd        2003          Fin          2        420         TA
## 561      Detchd        1957          Unf          2        528         TA
## 562      Attchd        1975          RFn          2        418         TA
## 563        <NA>          NA         <NA>          0          0       <NA>
## 564      Detchd        1955          Fin          2        396         TA
## 565      Attchd        1992          RFn          2        590         TA
## 566      Detchd        1920          Unf          1        216         TA
## 567     BuiltIn        2005          Fin          3        656         TA
## 568      Attchd        2004          RFn          2        532         TA
## 569     BuiltIn        1983          Fin          2        612         Gd
## 570      Detchd        1979          Unf          2        600         TA
## 571      Detchd        1987          Unf          2        576         TA
## 572      Attchd        1959          Unf          1        288         TA
## 573      Attchd        2009          RFn          2        650         TA
## 574     BuiltIn        2000          RFn          2        400         TA
## 575     BuiltIn        1971          Unf          1        288         TA
## 576      Detchd        1947          Unf          1        336         TA
## 577      Detchd        1928          Unf          1        216         TA
## 578      Attchd        1966          RFn          2        564         TA
## 579      Detchd        2007          Unf          2        540         TA
## 580      Attchd        1954          Unf          1        352         Fa
## 581      Attchd        1960          Unf          2        572         TA
## 582      Attchd        2009          RFn          3       1390         TA
## 583        <NA>          NA         <NA>          0          0       <NA>
## 584      Detchd        1988          Unf          2        880         Gd
## 585      Detchd        1935          Unf          1        240         TA
## 586      Attchd        2005          RFn          3        880         TA
## 587      Detchd        1961          Fin          1        275         TA
## 588      Detchd        1996          Unf          2        528         TA
## 589      Attchd        1968          Unf          1        452         TA
## 590      Detchd        1988          Unf          1        308         TA
## 591      Attchd        2004          RFn          2        520         TA
## 592     BuiltIn        2008          RFn          3        842         TA
## 593      Detchd        1985          Fin          2        816         TA
## 594      Attchd        2003          Fin          2        420         TA
## 595      Detchd        1981          Unf          1        280         TA
## 596      Attchd        2005          Fin          3        758         TA
## 597      Detchd        1930          Unf          1        216         TA
## 598      Attchd        2006          Fin          3        648         TA
## 599      Attchd        1977          Fin          2        621         TA
## 600      Attchd        1980          Fin          2        452         TA
## 601     BuiltIn        2003          Fin          2        736         TA
## 602      Detchd        1979          Unf          1        544         TA
## 603      Attchd        1992          Fin          2        506         TA
## 604      Detchd        2004          RFn          2        480         TA
## 605      Attchd        2002          RFn          2        530         TA
## 606      Attchd        1965          Unf          2        486         TA
## 607      Detchd        2000          Unf          2        576         TA
## 608      Attchd        1948          Unf          1        230         TA
## 609     Basment        1934          Unf          2        380         TA
## 610      Attchd        1961          Unf          1        261         TA
## 611      Attchd        2000          Fin          3        736         TA
## 612      Attchd        1978          Unf          2        564         TA
## 613     BuiltIn        2001          RFn          2        531         TA
## 614        <NA>          NA         <NA>          0          0       <NA>
## 615        <NA>          NA         <NA>          0          0       <NA>
## 616      Attchd        1963          RFn          2        480         TA
## 617      Attchd        2002          Fin          2        393         TA
## 618      Detchd        1962          Unf          2        528         TA
## 619      Attchd        2007          Unf          3        774         TA
## 620      Attchd        2003          Fin          3        749         TA
## 621        <NA>          NA         <NA>          0          0       <NA>
## 622      Attchd        1974          RFn          2        624         TA
## 623      Detchd        1986          Unf          2        484         TA
## 624      Detchd        2000          Unf          2        440         TA
## 625      Attchd        1972          RFn          2        484         TA
## 626      Attchd        1962          Unf          2        440         TA
## 627      Attchd        1960          RFn          1        286         TA
## 628     Basment        1955          RFn          1        364         TA
## 629      Attchd        1969          Unf          2        504         TA
## 630      Attchd        1964          RFn          2        520         TA
## 631      Detchd        1937          Unf          1        240         Fa
## 632      Attchd        2006          RFn          2        627         TA
## 633      Attchd        1977          Fin          2        544         TA
## 634      Attchd        1954          Unf          1        260         TA
## 635      Detchd        1980          Unf          2        576         TA
## 636        <NA>          NA         <NA>          0          0       <NA>
## 637        <NA>          NA         <NA>          0          0       <NA>
## 638     BuiltIn        1954          Unf          1        256         TA
## 639        <NA>          NA         <NA>          0          0       <NA>
## 640      Attchd        2006          Fin          3        648         TA
## 641      Attchd        2003          RFn          2        588         TA
## 642      Attchd        2001          Fin          2        650         TA
## 643      Attchd        1972          Fin          2        538         TA
## 644      Attchd        1969          Fin          2        462         TA
## 645      Attchd        2009          Fin          3        478         TA
## 646      Detchd        1979          Unf          2        576         TA
## 647      Detchd        1950          Unf          2        420         TA
## 648      Attchd        1953          RFn          2        495         TA
## 649      Attchd        1966          Unf          2        442         TA
## 650        <NA>          NA         <NA>          0          0       <NA>
## 651      Attchd        2007          RFn          2        562         TA
## 652      Detchd        1940          Unf          1        296         Fa
## 653      Attchd        1996          RFn          2        512         TA
## 654      Detchd        1906          Unf          1        216         TA
## 655      Attchd        1995          Fin          3        839         TA
## 656      Detchd        1971          Unf          1        264         TA
## 657      Attchd        1959          RFn          1        312         TA
## 658      Attchd        1931          RFn          1        270         TA
## 659      Attchd        1948          Unf          1        330         TA
## 660      Detchd        1968          Fin          2        480         TA
## 661      Attchd        1976          RFn          2        550         TA
## 662      Attchd        1994          RFn          3        711         TA
## 663      Attchd        1968          RFn          2        576         TA
## 664      Detchd        1974          RFn          2        588         TA
## 665      Attchd        2005          Fin          3       1134         TA
## 666      Attchd        2000          RFn          2        504         TA
## 667     CarPort        1965          Unf          2        596         TA
## 668      Attchd        1994          RFn          2        575         TA
## 669      Detchd        1999          Unf          2        576         TA
## 670      Detchd        1922          Unf          1        252         TA
## 671      Attchd        2005          Fin          2        540         TA
## 672      Detchd        1930          Unf          1        300         TA
## 673      Attchd        1977          RFn          2        546         TA
## 674      Attchd        1957          Fin          2        416         TA
## 675      Attchd        1965          RFn          1        384         TA
## 676      Attchd        1978          Unf          2        440         TA
## 677      2Types        1920          Unf          3        779         Fa
## 678      Detchd        1924          Unf          1        240         Fa
## 679      Attchd        2008          Fin          3        834         TA
## 680      Detchd        1963          Unf          2        572         TA
## 681      Attchd        1980          RFn          1        264         TA
## 682      Detchd        1968          Unf          1        281         TA
## 683      Attchd        1996          Unf          2        431         TA
## 684      Attchd        2002          Fin          3        702         TA
## 685      Attchd        1998          Fin          2        486         TA
## 686      Attchd        1984          Fin          2        577         TA
## 687      Attchd        2007          Fin          2        578         TA
## 688      Detchd        2004          Unf          2        480         TA
## 689      Attchd        2007          RFn          2        567         TA
## 690      Attchd        2005          RFn          2        460         TA
## 691      Attchd        2004          RFn          2        420         TA
## 692      Attchd        1994          Fin          3        832         TA
## 693      Attchd        1989          RFn          2        628         TA
## 694      Detchd        1968          Unf          1        326         TA
## 695      Detchd        1995          Unf          2        576         TA
## 696      Attchd        1987          Unf          2        551         TA
## 697      Detchd        1921          Unf          1        205         TA
## 698      Detchd        1952          Unf          1        308         TA
## 699      Detchd        1973          Unf          1        336         TA
## 700      Attchd        2004          RFn          2        530         TA
## 701      Attchd        2002          Fin          3        765         TA
## 702      Attchd        1969          Unf          2        528         TA
## 703     BuiltIn        2006          Fin          3        666         TA
## 704      Detchd        1999          Unf          2        672         TA
## 705      Attchd        2004          RFn          2        606         TA
## 706        <NA>          NA         <NA>          0          0       <NA>
## 707      Attchd        1971          Unf          2        739         TA
## 708      Attchd        2006          Fin          2        550         TA
## 709      Attchd        2007          Fin          2        400         TA
## 710      Attchd        1966          Unf          1        408         TA
## 711        <NA>          NA         <NA>          0          0       <NA>
## 712      Detchd        1964          RFn          1        384         TA
## 713      Attchd        1988          Fin          2        472         TA
## 714      Detchd        1970          Unf          2        576         TA
## 715      Attchd        1976          RFn          2        475         TA
## 716      Attchd        1974          RFn          2        478         TA
## 717      Detchd        1996          Unf          2        704         TA
## 718      Attchd        1973          Unf          2        439         TA
## 719      Attchd        1993          RFn          3        983         TA
## 720      Attchd        1969          Unf          1        300         TA
## 721      Attchd        1985          RFn          2        564         TA
## 722      Attchd        2004          RFn          2        420         TA
## 723      Detchd        1994          Unf          2        463         TA
## 724      Detchd        1958          Unf          1        548         TA
## 725      Attchd        2007          Fin          3        768         TA
## 726      Detchd        1989          Unf          2        660         TA
## 727      Attchd        1988          Fin          2        540         TA
## 728      Attchd        2007          RFn          2        632         TA
## 729      Detchd        1968          Unf          3        888         TA
## 730      Detchd        1962          Unf          2        539         TA
## 731      Attchd        1995          RFn          2        608         TA
## 732      Attchd        2003          Fin          2        438         TA
## 733      Attchd        1998          Fin          2        541         TA
## 734      Attchd        1961          RFn          1        264         TA
## 735      Attchd        1968          Unf          1        300         TA
## 736      Detchd        1914          Unf          2        320         TA
## 737      Detchd        1949          Unf          2        400         TA
## 738      Attchd        2005          Fin          3        800         TA
## 739        <NA>          NA         <NA>          0          0       <NA>
## 740      Attchd        2004          RFn          2        572         TA
## 741      Detchd        1910          Unf          2        360         TA
## 742      Detchd        1962          Unf          1        288         TA
## 743      Attchd        2000          Unf          2        539         TA
## 744      Attchd        1997          RFn          2        480         TA
## 745      Attchd        1993          RFn          2        462         TA
## 746     BuiltIn        1994          Fin          2        831         TA
## 747     BuiltIn        2000          Fin          2        554         TA
## 748      Detchd        1950          Unf          4        864         TA
## 749      Attchd        1996          Fin          2        527         TA
## 750      Detchd        1945          Unf          1        240         TA
## 751        <NA>          NA         <NA>          0          0       <NA>
## 752      Attchd        2003          Fin          2        400         TA
## 753      Attchd        1997          RFn          2        576         TA
## 754      Attchd        2005          RFn          3        878         TA
## 755      Detchd        1969          RFn          2        440         TA
## 756      Detchd        1999          Unf          2        440         TA
## 757      Attchd        2007          RFn          2        578         TA
## 758      Attchd        1978          Fin          2        440         TA
## 759      Detchd        1999          Unf          2        440         TA
## 760      Attchd        1995          RFn          3        752         TA
## 761      Detchd        2008          Unf          1        300         Ex
## 762      Detchd        1965          Unf          2        440         TA
## 763      Attchd        2009          Unf          2        614         TA
## 764      Attchd        1999          RFn          3        856         TA
## 765      Attchd        1995          Fin          2        481         TA
## 766      Attchd        2008          Fin          2        592         TA
## 767      Attchd        1988          Unf          2        496         TA
## 768      Attchd        1989          Unf          1        423         TA
## 769      Attchd        2004          Fin          2        484         TA
## 770     BuiltIn        2003          Fin          3        841         TA
## 771      Detchd        1983          Unf          2        576         TA
## 772      Detchd        1951          Unf          2        396         TA
## 773      Detchd        1976          Unf          2        672         TA
## 774      Attchd        1958          RFn          1        275         TA
## 775      Attchd        2006          Fin          3        895         TA
## 776      Attchd        1998          Fin          2        412         TA
## 777      Attchd        2005          RFn          3        865         TA
## 778      Attchd        1974          Unf          2        440         TA
## 779      Detchd        1977          Unf          2        630         TA
## 780      Attchd        1977          Unf          2        504         TA
## 781      Attchd        1995          Fin          2        402         TA
## 782      Attchd        1992          RFn          2        484         TA
## 783      Attchd        2001          RFn          2        605         TA
## 784      Attchd        1978          Fin          2        602         TA
## 785        <NA>          NA         <NA>          0          0       <NA>
## 786      Attchd        1967          Unf          2        457         TA
## 787      Detchd        1961          Unf          1        416         TA
## 788     BuiltIn        2004          RFn          2        618         TA
## 789      Detchd        1954          Unf          1        281         Fa
## 790      Attchd        1966          Fin          2        444         TA
## 791      Attchd        2005          Fin          2        397         TA
## 792      Attchd        1976          RFn          2        539         TA
## 793      Attchd        1997          Unf          2        455         TA
## 794      Attchd        2007          Fin          2        474         TA
## 795      Attchd        1994          Fin          2        409         TA
## 796      Attchd        1980          Unf          2        476         TA
## 797      Attchd        1977          RFn          2        528         TA
## 798      Attchd        1953          Unf          1        240         TA
## 799     BuiltIn        2009          Fin          3        820         TA
## 800      Detchd        1939          Unf          1        240         TA
## 801      Attchd        1997          RFn          2        603         TA
## 802      Detchd        1957          Unf          2        440         TA
## 803      Attchd        2005          Fin          2        410         TA
## 804     BuiltIn        2009          RFn          3       1020         TA
## 805      Attchd        1954          Unf          1        286         TA
## 806      Attchd        2008          RFn          2        554         TA
## 807      Attchd        1967          Fin          1        384         TA
## 808      Attchd        1923          RFn          2        528         TA
## 809      Attchd        1966          RFn          2        484         TA
## 810      Detchd        1910          Unf          2        360         Fa
## 811      Attchd        1974          RFn          2        484         TA
## 812      Attchd        2004          Fin          2        420         TA
## 813     Basment        1952          Unf          2        504         TA
## 814      Attchd        1958          RFn          1        301         TA
## 815      Detchd        1955          Unf          1        280         TA
## 816      Attchd        1998          RFn          2        598         TA
## 817      Attchd        1954          RFn          1        275         TA
## 818      Attchd        2002          RFn          3        857         TA
## 819      Attchd        1971          Unf          2        440         TA
## 820      Attchd        2010          RFn          2        484         TA
## 821      Attchd        2003          RFn          2        595         TA
## 822      Detchd        1974          Unf          2        576         TA
## 823     BuiltIn        2003          Fin          2        433         TA
## 824      Detchd        1940          Unf          1        240         TA
## 825      Attchd        2006          RFn          2        776         TA
## 826      Attchd        2007          Fin          3       1220         TA
## 827        <NA>          NA         <NA>          0          0       <NA>
## 828      Attchd        2001          RFn          2        527         TA
## 829      Attchd        1967          Fin          2        538         TA
## 830      Detchd        2005          RFn          2        480         TA
## 831      Attchd        1957          RFn          2        458         TA
## 832      Detchd        2005          RFn          2        480         TA
## 833      Attchd        2003          RFn          2        613         TA
## 834      Attchd        1964          RFn          2        472         TA
## 835      Attchd        1961          Unf          2        456         TA
## 836      Attchd        1996          Unf          2        436         TA
## 837      Detchd        1948          Unf          2        812         TA
## 838      Detchd        1973          Unf          1        264         TA
## 839      Attchd        1999          Unf          1        352         TA
## 840      Detchd        1946          Unf          1        240         TA
## 841      Detchd        1934          Unf          1        400         TA
## 842      Detchd        1983          Unf          2        686         Gd
## 843      Attchd        1966          RFn          2        490         Gd
## 844        <NA>          NA         <NA>          0          0       <NA>
## 845      Detchd        1949          Unf          3        720         TA
## 846     Basment        1975          Fin          2        611         TA
## 847      Attchd        1993          Unf          2        425         TA
## 848      Attchd        1972          Unf          1        338         TA
## 849      Detchd        1908          Unf          2        360         Fa
## 850      Attchd        1976          RFn          2        512         TA
## 851      Attchd        2003          Fin          2        420         TA
## 852      Attchd        2003          Fin          2        400         TA
## 853      Detchd        1941          Unf          1        240         TA
## 854      Attchd        1964          RFn          2        645         TA
## 855      Attchd        1955          Unf          2        454         TA
## 856      Detchd        1962          Unf          1        260         TA
## 857      Detchd        1981          Unf          2        576         TA
## 858      Attchd        1994          Fin          2        343         TA
## 859      Attchd        1976          RFn          2        479         TA
## 860      Attchd        1968          Unf          2        619         TA
## 861      Detchd        1925          Unf          1        216         TA
## 862      Attchd        1965          Unf          2        504         TA
## 863      Attchd        1986          Unf          2        480         TA
## 864      Attchd        1959          Unf          1        672         TA
## 865      Attchd        2008          Fin          2        529         TA
## 866      Detchd        1973          Unf          2        902         TA
## 867      Attchd        2007          RFn          3        870         TA
## 868      Attchd        1961          RFn          2        544         TA
## 869      Attchd        1979          Unf          2        672         TA
## 870      Attchd        1993          Fin          2        574         TA
## 871      Detchd        1962          Unf          1        308         TA
## 872      Attchd        1998          RFn          2        523         TA
## 873      Attchd        1953          Unf          2        414         TA
## 874      Attchd        1949          Unf          1        288         TA
## 875      Detchd        1941          Unf          1        200         TA
## 876     BuiltIn        2007          Fin          2        550         TA
## 877      Attchd        1963          Unf          2        648         TA
## 878      Attchd        2004          Fin          3        738         TA
## 879      Detchd        1987          Unf          2        576         TA
## 880      Attchd        1978          Unf          1        336         TA
## 881      Attchd        2005          Fin          2        450         TA
## 882      Attchd        1990          RFn          2        400         TA
## 883     BuiltIn        1993          RFn          2        389         TA
## 884      Detchd        1997          Unf          1        440         TA
## 885      Attchd        1967          RFn          1        288         TA
## 886      Attchd        1999          Fin          2        506         TA
## 887      Attchd        2005          Fin          2        588         TA
## 888      Attchd        1955          Unf          1        300         TA
## 889      Attchd        1970          Unf          2        621         TA
## 890      Attchd        1953          RFn          2        505         TA
## 891      Detchd        2003          Unf          2        576         TA
## 892      Attchd        1978          RFn          2        440         TA
## 893      Attchd        1963          RFn          1        264         TA
## 894      Attchd        1954          Unf          1        354         TA
## 895      Attchd        1979          Unf          2        400         TA
## 896      Attchd        1963          RFn          2        483         TA
## 897      Detchd        1936          Unf          1        327         TA
## 898      Detchd        1979          Unf          2        528         TA
## 899      Attchd        2009          Fin          3        820         TA
## 900      Attchd        1961          Unf          1        288         TA
## 901      Detchd        1979          Unf          1        684         TA
## 902      Detchd        1968          Unf          1        756         TA
## 903      Attchd        2003          Fin          2        393         TA
## 904      Attchd        2006          RFn          3        690         TA
## 905      Attchd        1967          Unf          1        288         TA
## 906      Attchd        1954          RFn          1        280         TA
## 907      Attchd        2006          RFn          3        865         TA
## 908      Attchd        1936          Fin          1        180         Fa
## 909      Attchd        1983          Unf          2        484         TA
## 910      Attchd        2005          Fin          2        390         TA
## 911      Detchd        1960          Unf          2        480         TA
## 912      Detchd        1978          Unf          1        252         TA
## 913      Detchd        1925          Unf          1        450         TA
## 914      2Types        1949          Unf          3        871         TA
## 915      Detchd        2009          RFn          2        528         TA
## 916      Attchd        1970          Unf          1        286         TA
## 917      Detchd        1958          Unf          1        308         TA
## 918      Attchd        1956          RFn          1        284         TA
## 919      Attchd        1991          RFn          3        833         TA
## 920      Attchd        1990          Unf          2        601         TA
## 921      Attchd        1994          RFn          2        471         TA
## 922        <NA>          NA         <NA>          0          0       <NA>
## 923      Attchd        2005          Fin          2        397         TA
## 924      Attchd        1993          RFn          2        533         TA
## 925      Attchd        1980          Unf          2        612         TA
## 926      Attchd        1977          RFn          2        540         TA
## 927     BuiltIn        2003          Fin          3        656         TA
## 928      Attchd        1968          RFn          2        486         TA
## 929      Attchd        2001          RFn          2        522         TA
## 930     BuiltIn        1997          Fin          2        642         TA
## 931      Attchd        2007          Fin          3        610         TA
## 932      Detchd        1965          Unf          1        429         TA
## 933      Attchd        2006          Fin          3        788         TA
## 934      Attchd        2004          RFn          2        570         TA
## 935      Attchd        1960          RFn          2        505         TA
## 936      Detchd        1953          Unf          2        528         TA
## 937      Attchd        2003          RFn          2        555         TA
## 938      Attchd        2005          RFn          2        689         TA
## 939      Attchd        2006          RFn          3        868         TA
## 940      Attchd        1940          Unf          1        349         TA
## 941      Attchd        1976          Unf          2        574         TA
## 942     BuiltIn        1999          RFn          2        390         TA
## 943        <NA>          NA         <NA>          0          0       <NA>
## 944      Attchd        1967          Unf          2        576         TA
## 945     Basment        1958          RFn          2        525         TA
## 946      Detchd        1963          Unf          2        456         TA
## 947      Attchd        1959          RFn          1        796         TA
## 948      Attchd        2002          Fin          3        808         TA
## 949      Attchd        2002          RFn          2        474         TA
## 950      Attchd        1972          RFn          2        676         TA
## 951      Detchd        1980          RFn          2        720         TA
## 952      Detchd        1979          Unf          1        300         TA
## 953      Detchd        1974          Fin          1        396         TA
## 954      Attchd        1969          RFn          2        530         TA
## 955        <NA>          NA         <NA>          0          0       <NA>
## 956      Attchd        1946          Unf          2        492         TA
## 957      Attchd        1980          Fin          2        462         TA
## 958      Detchd        1977          Fin          2        576         TA
## 959      Attchd        2003          RFn          2        531         TA
## 960      Detchd        1999          Unf          2        484         TA
## 961        <NA>          NA         <NA>          0          0       <NA>
## 962      Attchd        1977          Fin          2        619         TA
## 963      Detchd        1976          Unf          2        440         TA
## 964      Attchd        2007          Fin          2        702         TA
## 965     BuiltIn        2002          Fin          2        510         TA
## 966      Attchd        2005          Fin          2        393         TA
## 967      Detchd        1940          Unf          1        256         TA
## 968      Attchd        1955          Unf          1        260         TA
## 969        <NA>          NA         <NA>          0          0       <NA>
## 970      Attchd        1958          RFn          1        264         TA
## 971        <NA>          NA         <NA>          0          0       <NA>
## 972     BuiltIn        2003          RFn          2        474         TA
## 973      Attchd        1979          Unf          1        264         TA
## 974      Attchd        2007          Fin          2        480         TA
## 975      Detchd        1997          Unf          2        532         TA
## 976      Detchd        2000          Unf          2        490         TA
## 977        <NA>          NA         <NA>          0          0       <NA>
## 978      Attchd        2007          Fin          2        569         TA
## 979      Detchd        1999          Unf          2        400         TA
## 980      Detchd        1963          Unf          2        480         TA
## 981      Attchd        1961          RFn          2        588         TA
## 982      Attchd        1998          Fin          3        676         TA
## 983      Attchd        2007          Fin          2        388         TA
## 984      Attchd        2002          Unf          2        779         TA
## 985      Attchd        1977          Unf          2        539         TA
## 986      Detchd        1950          Unf          1        240         TA
## 987      Attchd        1950          Unf          1        255         Fa
## 988      Attchd        2010          Fin          3        606         TA
## 989      Attchd        1976          Fin          2        551         TA
## 990      Attchd        2006          RFn          2        614         TA
## 991      Attchd        1997          Fin          3        870         TA
## 992      Attchd        1925          Unf          2        424         TA
## 993      Attchd        1964          RFn          2        440         TA
## 994      Attchd        2005          RFn          2        564         TA
## 995      Attchd        2008          Fin          3        786         TA
## 996      Detchd        1946          Unf          1        305         TA
## 997      Attchd        1961          Unf          1        368         TA
## 998      Attchd        1970          RFn          2        615         TA
## 999      Detchd        1922          Unf          1        210         TA
## 1000     Attchd        2006          RFn          2        632         TA
## 1001     Detchd        1956          Unf          2        528         TA
## 1002     Detchd        1920          Unf          1        216         Fa
## 1003     Attchd        2006          RFn          3        824         TA
## 1004     Detchd        1976          Unf          2        528         TA
## 1005     Attchd        2005          Fin          2        457         TA
## 1006     Attchd        1977          Unf          1        328         TA
## 1007     Attchd        1970          Unf          2        484         TA
## 1008     Attchd        1970          RFn          1        286         TA
## 1009     Attchd        2004          Fin          2        550         TA
## 1010       <NA>          NA         <NA>          0          0       <NA>
## 1011     Attchd        1948          Unf          1        312         TA
## 1012       <NA>          NA         <NA>          0          0       <NA>
## 1013     Detchd        1923          Unf          1        180         TA
## 1014     Detchd        1956          Unf          1        280         TA
## 1015     Detchd        1948          Unf          1        240         TA
## 1016     Attchd        2001          Fin          2        528         TA
## 1017     Attchd        1996          Fin          2        478         TA
## 1018     Attchd        1984          RFn          2        565         TA
## 1019     Attchd        1991          RFn          2        402         TA
## 1020     Attchd        2005          Fin          2        440         TA
## 1021     Attchd        2005          Fin          2        451         TA
## 1022     Attchd        2006          RFn          2        632         TA
## 1023     Detchd        1957          Unf          1        160         Fa
## 1024     Attchd        2005          Fin          2        437         TA
## 1025     Attchd        1976          Fin          2        665         TA
## 1026     Detchd        1980          Unf          2        461         TA
## 1027     Attchd        1960          Unf          2        461         TA
## 1028     Attchd        2008          RFn          3        800         TA
## 1029     Attchd        1941          Unf          1        240         TA
## 1030     Detchd        1972          Unf          1        264         TA
## 1031       <NA>          NA         <NA>          0          0       <NA>
## 1032    Basment        1970          Fin          2        672         TA
## 1033     Attchd        1993          RFn          3        796         TA
## 1034     Attchd        2002          Unf          3        900         TA
## 1035    Basment        1938          Unf          1        240         Fa
## 1036     Detchd        1957          Unf          1        290         TA
## 1037     Attchd        2008          Fin          3        912         TA
## 1038    BuiltIn        2001          Fin          2        905         TA
## 1039       <NA>          NA         <NA>          0          0       <NA>
## 1040     Attchd        1970          Unf          1        286         TA
## 1041     Attchd        1957          RFn          2        484         TA
## 1042     Attchd        1966          Unf          2        484         TA
## 1043     Attchd        2005          RFn          2        624         TA
## 1044     Attchd        1990          Unf          2        514         TA
## 1045     Attchd        1981          Fin          2        542         TA
## 1046     Attchd        1955          Unf          2        452         TA
## 1047    BuiltIn        2005          Fin          3        716         TA
## 1048     Detchd        1996          Unf          2        672         TA
## 1049     Attchd        1960          Unf          2        336         TA
## 1050     Detchd        1946          Unf          1        308         TA
## 1051     Attchd        2007          Fin          2        436         TA
## 1052     Attchd        2007          Fin          2        440         TA
## 1053     Attchd        1964          RFn          2        540         TA
## 1054    Basment        1957          Unf          1        364         TA
## 1055     Attchd        2002          Fin          2        586         TA
## 1056     Attchd        1976          Fin          2        478         TA
## 1057     Attchd        2005          RFn          2        484         TA
## 1058    BuiltIn        1994          Fin          2        467         TA
## 1059     Attchd        2008          Fin          3        836         TA
## 1060     Detchd        1977          Unf          2        432         TA
## 1061     Attchd        2001          Fin          2        582         TA
## 1062     Detchd        1994          RFn          3       1248         TA
## 1063     Detchd        1945          Unf          2        560         TA
## 1064     Detchd        1976          Unf          2        440         TA
## 1065     Attchd        1966          RFn          2        480         TA
## 1066     Attchd        1996          RFn          2        533         TA
## 1067     Attchd        1993          RFn          2        380         TA
## 1068     Attchd        1964          RFn          2        442         TA
## 1069     Attchd        1973          Fin          2        576         TA
## 1070     Detchd        1985          Unf          2        576         TA
## 1071     Attchd        1956          Unf          1        286         TA
## 1072     Attchd        1968          Unf          2        441         TA
## 1073     Detchd        1954          Unf          1        280         TA
## 1074     Attchd        1977          Fin          2        440         TA
## 1075     Attchd        2006          RFn          3        826         TA
## 1076     Attchd        1940          Unf          1        240         TA
## 1077     Attchd        1950          Unf          2        566         TA
## 1078     Attchd        1969          Fin          1        299         TA
## 1079     Attchd        2004          RFn          2        420         TA
## 1080     Attchd        1996          Unf          1        299         TA
## 1081     Attchd        1971          RFn          2        528         TA
## 1082     Attchd        1963          Fin          1        308         TA
## 1083     Attchd        2002          RFn          2        527         TA
## 1084     Attchd        1964          RFn          1        461         TA
## 1085     Attchd        1995          Fin          2        409         TA
## 1086     Attchd        1992          Unf          2        564         TA
## 1087     Attchd        1973          RFn          1        286         TA
## 1088     Attchd        2005          RFn          3       1043         TA
## 1089     Detchd        2004          Unf          2        380         TA
## 1090     Attchd        2005          Fin          2        550         TA
## 1091     Detchd        1987          Unf          2        400         TA
## 1092     Detchd        1999          Unf          2        462         TA
## 1093     Detchd        1925          Unf          2        576         TA
## 1094     Detchd        1977          Unf          2        884         TA
## 1095     Attchd        1956          Fin          1        308         TA
## 1096     Attchd        2006          RFn          2        440         TA
## 1097       <NA>          NA         <NA>          0          0       <NA>
## 1098     Attchd        1987          RFn          2        461         TA
## 1099     Detchd        1936          Unf          1        240         TA
## 1100     Attchd        1978          RFn          2        478         TA
## 1101     Detchd        1930          Unf          1        246         TA
## 1102     Detchd        1981          Unf          1        280         TA
## 1103     Attchd        1960          RFn          1        254         TA
## 1104    BuiltIn        1954          Fin          2        539         TA
## 1105     Detchd        1970          Unf          2        440         TA
## 1106     Attchd        1994          RFn          2        712         TA
## 1107     Attchd        1990          Fin          2        719         TA
## 1108    BuiltIn        2006          RFn          2        422         TA
## 1109     Attchd        2000          RFn          2        463         TA
## 1110     Attchd        2004          Fin          3        862         TA
## 1111     Attchd        1995          Fin          2        431         TA
## 1112     Attchd        1976          RFn          2        483         TA
## 1113     Detchd        1957          Unf          1        308         TA
## 1114     Attchd        1953          Unf          1        240         TA
## 1115     Detchd        1955          Unf          1        326         TA
## 1116     Attchd        2007          RFn          3        928         TA
## 1117    BuiltIn        2002          Fin          2        527         TA
## 1118     Attchd        1967          RFn          2        450         TA
## 1119    BuiltIn        1958          RFn          1        300         TA
## 1120     Attchd        1959          RFn          1        286         TA
## 1121     Detchd        1920          Unf          1        308         TA
## 1122     Attchd        2005          RFn          3        782         TA
## 1123    Basment        1956          Unf          1        288         TA
## 1124       <NA>          NA         <NA>          0          0       <NA>
## 1125     Attchd        1992          Fin          2        392         TA
## 1126     Detchd        1977          Unf          2        672         Fa
## 1127     Attchd        2007          Fin          3        660         TA
## 1128     Attchd        2004          Fin          3        630         TA
## 1129    BuiltIn        2004          Fin          2        434         TA
## 1130     Detchd        1980          Unf          2        672         TA
## 1131     Detchd        1981          Unf          2        576         TA
## 1132       <NA>          NA         <NA>          0          0       <NA>
## 1133     Detchd        1930          Unf          1        205         Fa
## 1134     Attchd        1995          RFn          2        466         TA
## 1135     Attchd        1997          Fin          2        460         TA
## 1136     Detchd        1926          Unf          1        180         TA
## 1137     Attchd        1950          Unf          1        288         TA
## 1138       <NA>          NA         <NA>          0          0       <NA>
## 1139     Attchd        1977          RFn          2        714         TA
## 1140     Detchd        1972          Unf          2        495         TA
## 1141     Detchd        1988          Unf          2        840         TA
## 1142     Attchd        1976          Unf          2        484         TA
## 1143    BuiltIn        2006          RFn          3       1052         TA
## 1144       <NA>          NA         <NA>          0          0       <NA>
## 1145     Detchd        1941          Unf          1        280         TA
## 1146     Detchd        1928          Unf          1        225         TA
## 1147     Attchd        1985          Unf          2        403         TA
## 1148     Attchd        1941          Unf          1        234         TA
## 1149     Detchd        1982          Unf          1        288         TA
## 1150     Detchd        1930          Unf          2        324         TA
## 1151     Attchd        1950          Unf          1        306         TA
## 1152     Attchd        1959          Fin          2        528         TA
## 1153     Attchd        1956          Fin          2        470         TA
## 1154     Detchd        2002          Unf          1        432         TA
## 1155     Attchd        1965          Unf          2        492         TA
## 1156     Attchd        1976          RFn          2        528         TA
## 1157     Attchd        1965          RFn          2        502         TA
## 1158     Attchd        2008          RFn          2        626         TA
## 1159     Attchd        2008          RFn          3        830         TA
## 1160     Attchd        1974          RFn          2        540         Gd
## 1161     Attchd        1978          Unf          2        440         TA
## 1162     Detchd        1993          Unf          2        924         TA
## 1163     Attchd        1968          Fin          2        450         TA
## 1164    CarPort        1969          Unf          2        400         Fa
## 1165     Attchd        1978          Unf          2        588         TA
## 1166     Attchd        2009          RFn          2        644         TA
## 1167     Attchd        2008          RFn          3        776         TA
## 1168     Attchd        2000          Fin          2        472         TA
## 1169    Basment        1935          Unf          2        540         TA
## 1170     Attchd        1995          Fin          3        807         TA
## 1171     Attchd        1977          Fin          1        358         TA
## 1172     Attchd        1958          RFn          2        433         TA
## 1173     Detchd        2006          Fin          2        625         TA
## 1174       <NA>          NA         <NA>          0          0       <NA>
## 1175     Detchd        1932          Unf          2        360         TA
## 1176     Attchd        1992          Fin          2        541         TA
## 1177     Attchd        1984          Unf          1        264         TA
## 1178     Detchd        1926          Unf          1        210         TA
## 1179     Detchd        1921          Unf          1        186         Fa
## 1180       <NA>          NA         <NA>          0          0       <NA>
## 1181     Attchd        1990          Fin          2        693         TA
## 1182     Attchd        2008          Fin          2        482         TA
## 1183     Attchd        1996          Fin          3        813         TA
## 1184     Detchd        1970          Unf          2        720         TA
## 1185     2Types        1963          RFn          3        995         TA
## 1186     Attchd        1965          Unf          1        392         TA
## 1187    CarPort        1920          Unf          2        420         Fa
## 1188     Attchd        1994          RFn          3        757         TA
## 1189     Attchd        2002          RFn          2        493         TA
## 1190     Attchd        1999          Fin          2        442         TA
## 1191     2Types        1975          Fin          4       1356         TA
## 1192     Detchd        1999          Unf          2        492         TA
## 1193     Detchd        1925          Unf          1        250         TA
## 1194     Attchd        1999          Fin          2        402         TA
## 1195     Attchd        1969          Fin          1        299         TA
## 1196     Attchd        2005          Fin          2        400         TA
## 1197    BuiltIn        2006          Fin          3        660         TA
## 1198     Detchd        1916          Unf          1        225         TA
## 1199     Attchd        2001          RFn          2        573         TA
## 1200     Attchd        1974          Unf          2        459         TA
## 1201     Attchd        1972          Unf          1        280         TA
## 1202     Attchd        1998          RFn          2        546         TA
## 1203     Detchd        1960          Unf          1        216         TA
## 1204     Attchd        2000          Unf          2        451         TA
## 1205     Attchd        1975          RFn          2        495         TA
## 1206     Attchd        1990          RFn          3        701         TA
## 1207     Detchd        1966          Unf          1        384         TA
## 1208     Attchd        2003          RFn          2        544         TA
## 1209     Detchd        1980          Unf          2        506         TA
## 1210     Attchd        2006          RFn          2        500         TA
## 1211     Attchd        1992          RFn          2        462         TA
## 1212    Basment        1988          RFn          2        492         TA
## 1213     Attchd        1941          Unf          1        234         TA
## 1214     Attchd        1965          Unf          1        364         TA
## 1215     Attchd        1962          Unf          1        300         TA
## 1216     Detchd        1966          RFn          1        384         TA
## 1217     Attchd        1978          Unf          2        539         TA
## 1218     Attchd        2009          RFn          2        552         TA
## 1219       <NA>          NA         <NA>          0          0       <NA>
## 1220       <NA>          NA         <NA>          0          0       <NA>
## 1221     Attchd        1964          Unf          1        288         TA
## 1222     Attchd        1968          Unf          1        322         TA
## 1223     Attchd        1949          Unf          1        315         TA
## 1224     Detchd        1951          Unf          2        528         TA
## 1225     Attchd        2004          Fin          2        388         TA
## 1226     Attchd        1958          RFn          1        264         TA
## 1227    BuiltIn        2007          Fin          3        668         TA
## 1228     Detchd        1992          Unf          2        576         TA
## 1229     Attchd        2008          Fin          3       1052         TA
## 1230    Basment        1960          Unf          1        404         TA
## 1231    BuiltIn        1977          RFn          2        600         TA
## 1232     Attchd        1962          Unf          2        540         TA
## 1233    CarPort        1962          Unf          2        462         TA
## 1234     Attchd        1959          RFn          2        531         TA
##      GarageCond PavedDrive WoodDeckSF OpenPorchSF EnclosedPorch X3SsnPorch
## 1            TA          Y          0          61             0          0
## 2            TA          Y        298           0             0          0
## 3            TA          Y          0          42             0          0
## 4            TA          Y          0          35           272          0
## 5            TA          Y        192          84             0          0
## 6            TA          Y         40          30             0        320
## 7            TA          Y        255          57             0          0
## 8            TA          Y        235         204           228          0
## 9            TA          Y         90           0           205          0
## 10           TA          Y          0           4             0          0
## 11           TA          Y          0           0             0          0
## 12           TA          Y        147          21             0          0
## 13           TA          Y        140           0             0          0
## 14           TA          Y        160          33             0          0
## 15           TA          Y          0         213           176          0
## 16           TA          Y         48         112             0          0
## 17           TA          Y          0           0             0          0
## 18           TA          Y          0           0             0          0
## 19           TA          Y          0         102             0          0
## 20           TA          Y          0           0             0          0
## 21           TA          Y        240         154             0          0
## 22           TA          N          0           0           205          0
## 23           TA          Y        171         159             0          0
## 24           TA          Y        100         110             0          0
## 25           TA          Y        406          90             0          0
## 26           TA          Y          0          56             0          0
## 27           TA          Y        222          32             0          0
## 28           TA          Y          0          50             0          0
## 29           TA          Y        288         258             0          0
## 30           TA          Y         49           0            87          0
## 31           Fa          N          0          54           172          0
## 32           TA          Y          0          65             0          0
## 33           TA          Y          0          30             0          0
## 34           TA          Y          0          38             0          0
## 35           TA          Y        203          47             0          0
## 36           TA          Y        113          32             0          0
## 37           TA          Y        392          64             0          0
## 38           TA          Y          0           0             0          0
## 39           TA          Y          0          52             0          0
## 40         <NA>          N          0           0             0          0
## 41           TA          Y          0         138             0          0
## 42           TA          P          0         104             0          0
## 43           Gd          Y        240           0             0          0
## 44           TA          Y        145           0             0          0
## 45           TA          Y          0           0             0          0
## 46           TA          Y        196          82             0          0
## 47           TA          Y        168          43             0          0
## 48           TA          Y          0         146             0          0
## 49         <NA>          N          0           0           102          0
## 50           TA          Y          0           0             0          0
## 51           TA          Y          0          75             0          0
## 52           TA          Y        112           0             0          0
## 53           TA          Y        106           0             0          0
## 54           TA          Y        857          72             0          0
## 55           TA          Y          0          50             0          0
## 56           TA          Y          0           0             0        407
## 57           TA          Y        115           0             0          0
## 58           TA          Y          0          70             0          0
## 59           TA          Y        192           0            37          0
## 60           TA          Y        196           0             0          0
## 61           TA          Y          0          50             0          0
## 62           TA          N          0           0           144          0
## 63           TA          Y        120          49             0          0
## 64           TA          Y         12          11            64          0
## 65           TA          Y        576          36             0          0
## 66           TA          Y        192         151             0          0
## 67           TA          Y        301           0             0          0
## 68           TA          Y        144          29             0          0
## 69           TA          Y          0           0             0          0
## 70           TA          Y          0          21           114          0
## 71           TA          Y        300           0             0          0
## 72           TA          Y          0           0             0          0
## 73           TA          Y          0          94             0          0
## 74           TA          Y          0           0             0          0
## 75           TA          Y          0           0           202          0
## 76           TA          Y        120         101             0          0
## 77           TA          Y          0           0             0          0
## 78           TA          Y          0           0             0          0
## 79         <NA>          Y          0           0             0          0
## 80           TA          Y         74           0           128          0
## 81           TA          Y          0          72             0          0
## 82           TA          Y          0         199             0          0
## 83           TA          Y        144          99             0          0
## 84           TA          Y         74           0             0          0
## 85           TA          Y        120          72             0          0
## 86           TA          Y        127          82             0          0
## 87           TA          Y        100          38             0          0
## 88           TA          Y          0         234             0          0
## 89         <NA>          N          0           0           156          0
## 90         <NA>          Y          0           0             0          0
## 91           TA          Y          0          29             0          0
## 92           TA          Y          0           0             0          0
## 93           TA          Y          0           0            44          0
## 94           TA          Y          0           0             0          0
## 95           TA          Y          0         162             0          0
## 96           TA          Y        232          63             0          0
## 97           TA          Y        158          29             0          0
## 98           TA          P        120           0             0          0
## 99           TA          Y          0           0            77          0
## 100        <NA>          Y        352           0             0          0
## 101          TA          Y        168          68             0          0
## 102          TA          Y        192          46             0          0
## 103          TA          Y          0           0             0          0
## 104          TA          Y          0          36             0          0
## 105          TA          Y          0           0             0          0
## 106          TA          Y        140          45             0          0
## 107          Fa          N          0           0             0          0
## 108          TA          Y          0           0             0          0
## 109        <NA>          N          0           0           144          0
## 110          TA          Y          0         122             0          0
## 111          TA          Y        182           0             0          0
## 112          TA          Y        180           0             0          0
## 113          TA          Y        120         184             0          0
## 114          TA          Y        166         120           192          0
## 115          TA          Y        224           0             0          0
## 116          TA          Y          0          32             0          0
## 117          TA          Y          0          20           144          0
## 118          TA          Y         80          64             0          0
## 119          TA          Y        367           0             0          0
## 120          TA          Y          0          24             0          0
## 121          TA          Y          0         130             0        130
## 122          TA          P          0           0           140          0
## 123          TA          Y          0           0             0          0
## 124          TA          Y          0          63             0          0
## 125          TA          Y        192           0             0          0
## 126        <NA>          N         53           0             0          0
## 127          TA          Y          0         205             0          0
## 128        <NA>          N          0           0             0          0
## 129          TA          Y        188         108             0          0
## 130          TA          Y          0          80             0        180
## 131          TA          Y        105          66             0          0
## 132          TA          Y         24          48             0          0
## 133          TA          Y          0           0             0          0
## 134          TA          Y        192          25             0          0
## 135          TA          Y          0          96           180          0
## 136          TA          Y         98           0             0          0
## 137          TA          Y          0         111             0          0
## 138          TA          Y          0           0             0          0
## 139          TA          Y        224         106             0          0
## 140          TA          Y        276          99             0          0
## 141        <NA>          Y          0           0             0          0
## 142          TA          Y        160          24             0          0
## 143          TA          Y          0           0             0          0
## 144          TA          Y        144          29             0          0
## 145          TA          Y          0           0             0          0
## 146          TA          Y          0          40             0          0
## 147          TA          Y         48           0             0          0
## 148          TA          Y        144          48             0          0
## 149        <NA>          Y          0           0             0          0
## 150          TA          Y        200         114             0          0
## 151          TA          Y          0           0             0          0
## 152          TA          Y          0         102             0          0
## 153          TA          Y          0          66             0          0
## 154          TA          Y        409           0             0          0
## 155          Fa          Y          0           0           228          0
## 156        <NA>          N          0           8           128          0
## 157          TA          Y          0           0             0          0
## 158          TA          Y          0          75             0          0
## 159          TA          Y          0         136             0          0
## 160          TA          Y        239         132             0        168
## 161          TA          Y          0           0             0          0
## 162          TA          Y        400           0             0          0
## 163          TA          Y          0          70             0          0
## 164        <NA>          Y          0           0             0          0
## 165          TA          Y          0           0           183          0
## 166        <NA>          Y        140           0             0          0
## 167          TA          Y        476           0             0          0
## 168          TA          Y        178         120             0          0
## 169          TA          Y        100          48             0          0
## 170          TA          Y        574          64             0          0
## 171          TA          Y        237           0             0          0
## 172          TA          P        210          62             0          0
## 173          TA          Y        441          35             0          0
## 174          TA          Y          0          20             0          0
## 175          TA          Y        192           0             0          0
## 176          TA          Y          0          29            39          0
## 177          TA          Y          0         228             0          0
## 178          TA          Y          0           0             0          0
## 179          TA          Y          0          60             0          0
## 180          TA          N          0           0           184          0
## 181          TA          Y          0           0             0          0
## 182          TA          Y          0           0            40          0
## 183          TA          Y        116           0             0        180
## 184          TA          N        280         238             0          0
## 185          TA          Y        104           0             0          0
## 186          TA          Y          0         260             0          0
## 187          TA          Y        168          27             0          0
## 188          Fa          N          0           0             0        140
## 189          TA          Y        120           0             0          0
## 190          TA          Y          0         120             0          0
## 191          TA          Y          0          74             0          0
## 192          TA          Y          0          32             0          0
## 193          TA          Y          0          35             0          0
## 194          TA          Y          0          40             0          0
## 195          TA          Y          0           0             0          0
## 196          TA          Y         87           0             0          0
## 197          TA          Y        171         138             0          0
## 198          TA          Y          0          16           552          0
## 199        <NA>          Y          0         198            30          0
## 200          TA          Y          0          26             0          0
## 201          TA          Y        132          64             0          0
## 202          TA          Y        238          83             0          0
## 203          TA          Y          0           0           126          0
## 204          TA          Y        149           0             0          0
## 205          TA          Y          0          35             0          0
## 206          TA          Y          0          34             0        508
## 207          TA          Y          0          30             0          0
## 208          TA          Y        355           0             0          0
## 209          TA          Y         60          55             0          0
## 210          Gd          Y          0           0             0          0
## 211        <NA>          Y          0           0            96          0
## 212          TA          Y        100          22             0          0
## 213          TA          Y        168         108             0          0
## 214          TA          Y        224           0             0          0
## 215          TA          Y          0          36             0          0
## 216          TA          Y          0           0             0          0
## 217          TA          Y        139          98             0          0
## 218          TA          Y          0         172            60          0
## 219          TA          Y          0         119           150          0
## 220          TA          Y        108           0             0          0
## 221          TA          Y        351          33             0          0
## 222          TA          Y        120          46             0          0
## 223          TA          Y        209         208             0          0
## 224          TA          Y        216           0             0          0
## 225          TA          Y        248         105             0          0
## 226          TA          Y          0           0             0          0
## 227          TA          Y        224         114             0          0
## 228          TA          Y          0           0             0          0
## 229          TA          Y          0           0             0          0
## 230          TA          Y        143          20             0          0
## 231          TA          Y          0           0           120          0
## 232          TA          Y          0         146           202          0
## 233          TA          Y          0           0             0          0
## 234          TA          Y        365           0             0          0
## 235          TA          Y        288          48             0          0
## 236          TA          Y          0           0             0          0
## 237          TA          Y        132         105             0          0
## 238          TA          Y        370          70             0        238
## 239          TA          Y        168         228             0          0
## 240          TA          Y          0         140             0          0
## 241          TA          Y        144         168             0          0
## 242        <NA>          Y         58          42             0          0
## 243          TA          Y          0           0            77          0
## 244          TA          Y          0          28             0          0
## 245          TA          Y          0         130             0          0
## 246          TA          Y        197          39             0          0
## 247          Po          Y          0          60           112          0
## 248          TA          Y          0          30             0          0
## 249          TA          Y        144          68             0          0
## 250          TA          Y          0          98             0          0
## 251        <NA>          Y        263           0             0          0
## 252          TA          Y        123           0             0          0
## 253          TA          Y        138          45             0          0
## 254          TA          Y        333           0             0          0
## 255          TA          Y        250           0             0          0
## 256          TA          Y        192           0             0          0
## 257          TA          Y        216          56             0          0
## 258          TA          Y        123         110             0          0
## 259          TA          Y          0          96             0        245
## 260          TA          Y          0          45             0          0
## 261          TA          Y          0           0           252          0
## 262          TA          Y          0         148             0          0
## 263          TA          Y        292          12             0          0
## 264          TA          Y          0           0             0          0
## 265          TA          N          0           0             0          0
## 266          TA          Y        276           0             0          0
## 267          TA          Y         95          75             0          0
## 268          TA          Y        262          24             0          0
## 269          Ex          Y          0          25             0          0
## 270          Gd          Y        370          30             0          0
## 271          TA          Y        192          51             0          0
## 272          TA          Y         81           0             0          0
## 273          TA          Y        132          57             0          0
## 274          TA          Y        289           0             0          0
## 275          TA          Y        168           0             0          0
## 276          TA          Y         74           0             0          0
## 277          TA          Y        100         150             0          0
## 278          TA          Y          0           0             0          0
## 279          TA          Y        124          98             0          0
## 280          TA          Y        288         117             0          0
## 281          TA          Y          0          84             0        196
## 282          TA          Y          0         120             0          0
## 283          TA          Y        172          62             0          0
## 284          TA          Y        210         150             0          0
## 285          TA          Y          0           0            52          0
## 286          TA          Y          0          54             0          0
## 287          TA          Y          0           0             0          0
## 288        <NA>          Y          0           0             0          0
## 289          TA          Y          0           0             0          0
## 290          TA          Y          0           0             0          0
## 291          TA          Y          0          51             0          0
## 292        <NA>          N          0         184             0          0
## 293          TA          Y          0           0             0          0
## 294          TA          Y          0         250             0          0
## 295          TA          Y        110           0             0          0
## 296          TA          Y        120           0             0          0
## 297          TA          Y        289           0             0          0
## 298          TA          Y          0          10             0          0
## 299          TA          Y        224           0             0          0
## 300          TA          Y          0          36             0          0
## 301          TA          Y          0           0             0          0
## 302          TA          Y        208          50             0          0
## 303          TA          Y        468          81             0          0
## 304          TA          Y        256           0             0          0
## 305          TA          Y        302           0             0          0
## 306          TA          Y        168           0             0          0
## 307          TA          Y        127          44           224          0
## 308        <NA>          N          0         144             0          0
## 309          TA          Y        158           0             0          0
## 310          TA          Y        208         175             0          0
## 311          TA          Y        190          63             0          0
## 312          TA          Y          0           0             0          0
## 313          TA          Y          0           0             0          0
## 314          TA          Y          0           0             0          0
## 315          TA          Y          0           0           234          0
## 316          TA          Y        100          51             0          0
## 317          TA          Y        288         195             0          0
## 318          TA          Y        208          46             0          0
## 319          TA          Y        340          60           144          0
## 320          TA          Y        233          48             0          0
## 321          TA          Y        240         154             0          0
## 322          TA          Y        184         154             0          0
## 323          TA          Y        201          96             0          0
## 324          TA          Y        142          98             0          0
## 325          TA          Y        240           0             0          0
## 326          TA          Y          0           0           244          0
## 327          TA          Y        122          30             0          0
## 328          TA          Y          0          45             0          0
## 329          TA          Y          0          60           268          0
## 330          Fa          N          0           0           137          0
## 331          TA          Y        155           0             0          0
## 332          TA          Y          0           0             0          0
## 333          TA          Y          0           0             0          0
## 334          TA          Y        192          30             0          0
## 335          TA          Y        100          38             0          0
## 336          TA          Y        670           0             0          0
## 337          TA          Y        178          51             0          0
## 338          TA          Y        192          74             0          0
## 339          TA          Y        108          45             0          0
## 340          TA          Y          0           0             0          0
## 341          TA          Y        135           0             0          0
## 342          TA          N        250           0            24          0
## 343          TA          Y          0           0             0          0
## 344          TA          Y        495          72             0          0
## 345          TA          Y        182           0             0          0
## 346          TA          Y          0           0             0          0
## 347          TA          Y          0           0             0          0
## 348          TA          Y          0          40             0          0
## 349          TA          Y          0          27             0          0
## 350          TA          Y          0           0             0          0
## 351          TA          Y        210          54             0          0
## 352          TA          Y          0          80             0          0
## 353          Fa          Y         48           0             0          0
## 354          TA          Y        106           0             0          0
## 355          TA          Y          0           0           108          0
## 356          TA          Y          0          26             0          0
## 357          TA          Y        120          26             0          0
## 358          TA          Y        536          90             0          0
## 359          TA          Y        168           0           294          0
## 360          TA          Y        208          75             0          0
## 361          TA          Y          0           0             0          0
## 362          TA          N          0           0             0          0
## 363          TA          Y          0           0           177          0
## 364          TA          Y        250           0             0          0
## 365          TA          Y        306         111             0          0
## 366          Fa          Y          0         128           218          0
## 367          TA          Y          0          76             0          0
## 368          TA          Y         64         110             0          0
## 369          TA          Y          0          98             0          0
## 370          TA          Y        364          17             0          0
## 371          TA          Y        100          40             0          0
## 372          TA          N          0          59             0          0
## 373          TA          Y        353           0             0          0
## 374          TA          Y         66           0             0          0
## 375          TA          Y        100          48             0          0
## 376        <NA>          Y          0           0             0          0
## 377          TA          Y          0           0             0          0
## 378          TA          Y        159         214             0          0
## 379          TA          Y        113           0             0          0
## 380          TA          Y        100          63             0          0
## 381          TA          Y          0           0           242          0
## 382          TA          Y        216         121             0          0
## 383          TA          Y        144          53             0          0
## 384          Fa          N          0           0            91          0
## 385          TA          Y        216         231             0          0
## 386          TA          Y        146          20             0          0
## 387        <NA>          N          0         151             0          0
## 388          TA          Y        296           0             0          0
## 389          TA          Y        120          25             0          0
## 390          TA          Y        196         134             0          0
## 391          TA          Y          0         130           112          0
## 392          TA          Y        125         192             0          0
## 393          TA          Y          0           0             0          0
## 394        <NA>          Y          0           0             0          0
## 395          TA          Y          0          39             0          0
## 396          TA          Y         44           0             0          0
## 397          TA          Y        215           0             0          0
## 398          TA          Y          0         168             0          0
## 399          Po          N          0           0             0          0
## 400          TA          Y          0         168             0          0
## 401          TA          Y        120          30             0          0
## 402          TA          Y          0           0             0          0
## 403          TA          N        168           0             0          0
## 404          TA          Y        144         123             0          0
## 405          TA          Y          0          40             0          0
## 406          TA          Y        120          78             0          0
## 407          TA          Y          0           0             0          0
## 408          TA          Y          0           0           160          0
## 409          TA          Y        192          62             0          0
## 410          TA          Y          0         102             0          0
## 411          TA          Y          0           0             0          0
## 412          TA          Y        264           0             0          0
## 413          TA          Y          0         144             0          0
## 414          TA          Y          0           0           130          0
## 415          TA          Y        196         187             0          0
## 416          TA          Y        100          30             0          0
## 417          TA          Y          0           0             0          0
## 418          TA          N          0           0             0          0
## 419          TA          P          0           0             0          0
## 420          TA          Y          0          85           184          0
## 421          TA          Y          0           0             0          0
## 422          TA          Y        240           0             0          0
## 423          TA          N          0           0             0          0
## 424          TA          Y          0          66             0          0
## 425          TA          Y          0          44             0          0
## 426          TA          P          0           0           126          0
## 427          TA          Y         80           0             0          0
## 428          TA          Y          0           0             0          0
## 429          TA          Y        105          54             0          0
## 430          TA          Y          0           0           169          0
## 431          TA          Y          0           0             0          0
## 432        <NA>          N          0          98             0          0
## 433          TA          Y        240          36             0          0
## 434          TA          Y          0          36             0          0
## 435        <NA>          Y         88           0             0          0
## 436          TA          Y        158          61             0          0
## 437          TA          Y          0           0             0          0
## 438          TA          Y          0           0           105          0
## 439          TA          P          0           0            34          0
## 440          TA          Y          0          46             0          0
## 441          TA          Y          0          72             0          0
## 442        <NA>          Y          0           0             0          0
## 443          TA          P          0           0             0          0
## 444          TA          Y        144          16             0          0
## 445          TA          Y        144         133             0          0
## 446          TA          Y          0           0             0          0
## 447          TA          Y          0           0             0          0
## 448          TA          Y         89           0             0          0
## 449          TA          N          0           0             0          0
## 450          TA          Y          0         176             0          0
## 451          Fa          N          0         113             0          0
## 452          TA          Y        200          54             0          0
## 453          TA          Y        144         122             0          0
## 454          TA          Y          0          30             0          0
## 455          TA          Y          0           0             0          0
## 456          TA          Y          0           0             0          0
## 457          Fa          Y          0           0            96          0
## 458          TA          Y        224         137             0          0
## 459          TA          Y        192          63             0          0
## 460          TA          Y          0           0           248          0
## 461          TA          Y          0         150             0          0
## 462          TA          Y        256           0             0          0
## 463          TA          Y          0           0           236          0
## 464          TA          Y          0           0             0          0
## 465        <NA>          Y          0           0             0          0
## 466          TA          Y        144          20             0          0
## 467          TA          Y          0           0             0          0
## 468          TA          Y        168           0             0          0
## 469          TA          Y          0          44             0          0
## 470          TA          Y        144          70             0          0
## 471          TA          Y          0          54             0          0
## 472          TA          Y          0           0             0          0
## 473          TA          Y          0          28             0          0
## 474          TA          Y        250          63             0          0
## 475          TA          Y         96          48             0          0
## 476          TA          Y          0          24             0          0
## 477          TA          Y        140          39             0          0
## 478          TA          Y        414          84             0          0
## 479          TA          Y        208          44             0          0
## 480          TA          Y          0          72             0          0
## 481          TA          Y        519         112             0          0
## 482          TA          Y        206          49             0          0
## 483          Fa          Y          0           0             0          0
## 484          TA          Y          0         125             0          0
## 485          TA          Y          0         132             0          0
## 486          TA          Y          0          80           120          0
## 487          TA          Y          0           0             0          0
## 488          TA          Y        224           0             0          0
## 489          Fa          N        142           0             0          0
## 490          TA          Y          0           0             0          0
## 491          TA          Y        141          24             0          0
## 492          TA          Y          0           0            32          0
## 493          TA          Y          0           0             0          0
## 494          TA          Y          0           0             0          0
## 495          TA          Y        144          20            80          0
## 496        <NA>          N          0         523           115          0
## 497          TA          Y        264          75           291          0
## 498          TA          N          0         100             0          0
## 499          TA          Y         64           0             0          0
## 500          TA          Y         12         285             0          0
## 501          TA          Y        144          28             0          0
## 502          TA          Y          0         108             0          0
## 503          Fa          Y          0           0           184          0
## 504          TA          Y          0          54             0          0
## 505          TA          Y        260           0             0          0
## 506          TA          N          0           0             0          0
## 507          TA          Y        182          81             0          0
## 508          TA          Y          0         102             0          0
## 509          TA          N          0           0           116          0
## 510          TA          Y        224          88             0          0
## 511          TA          Y        324          42             0          0
## 512          TA          Y        132          35             0          0
## 513          TA          Y          0           0             0          0
## 514          TA          Y        120           0           158          0
## 515          Po          Y          0           0           112          0
## 516          TA          Y        156          54             0          0
## 517          TA          Y          0         104             0          0
## 518          TA          Y        220           0             0          0
## 519          TA          Y          0          36             0          0
## 520          TA          Y          0           0             0          0
## 521        <NA>          N        220         114           210          0
## 522          TA          Y          0          40             0          0
## 523          TA          Y          0          24            36          0
## 524          TA          Y        208         406             0          0
## 525          TA          Y        239          60             0          0
## 526          TA          Y         38         144             0          0
## 527          TA          Y        261           0           156          0
## 528          TA          Y        126          66             0          0
## 529        <NA>          N          0           0           144          0
## 530          TA          Y          0           0           200          0
## 531          TA          Y        224           0             0          0
## 532          Fa          Y          0           0            84          0
## 533          TA          Y          0           0             0          0
## 534        <NA>          N          0           0             0          0
## 535          TA          Y        100          35             0          0
## 536        <NA>          N         85           0           148          0
## 537          TA          Y        120         155             0          0
## 538          TA          Y        216           0             0          0
## 539          TA          Y        466           0             0          0
## 540          TA          Y        180           0             0          0
## 541          TA          Y        270          68             0          0
## 542          TA          Y          0          56             0          0
## 543          TA          Y         78          73             0          0
## 544          TA          Y        120          40             0          0
## 545          TA          Y        100          24             0          0
## 546          TA          Y          0           0             0          0
## 547          TA          Y          0          38             0        144
## 548          TA          Y        104           0             0          0
## 549          TA          Y        140          50             0          0
## 550          TA          Y        182         182             0          0
## 551          TA          Y          0          55             0          0
## 552          TA          Y          0           0             0          0
## 553          TA          Y        169          39             0          0
## 554          TA          N          0          96             0          0
## 555          TA          Y        320          62             0          0
## 556          TA          Y          0           0           116          0
## 557          TA          Y        268           0             0          0
## 558          TA          Y          0          47           120          0
## 559          TA          Y        264          22             0          0
## 560          TA          Y        143          20             0          0
## 561          TA          Y          0           0             0          0
## 562          TA          Y        240          38             0          0
## 563        <NA>          Y        144           0             0          0
## 564          TA          N         72          36             0          0
## 565          TA          Y          0          40             0          0
## 566          TA          Y          0          66           136          0
## 567          TA          Y        144          39             0          0
## 568          TA          Y          0           0             0          0
## 569          TA          Y        349          40             0          0
## 570          TA          Y         42           0             0          0
## 571          TA          Y          0           0             0          0
## 572          TA          Y        168           0             0          0
## 573          TA          Y        208         114             0          0
## 574          TA          Y        100           0             0          0
## 575          TA          Y         35           0             0          0
## 576          TA          Y        158           0           102          0
## 577          TA          Y          0          50             0          0
## 578          TA          Y        160          68           240          0
## 579          TA          Y          0         102             0          0
## 580          TA          Y          0           0             0          0
## 581          TA          Y        216         110             0          0
## 582          TA          Y          0          90             0          0
## 583        <NA>          Y          0          32             0          0
## 584          TA          Y        105         502             0          0
## 585          TA          Y          0           0            54          0
## 586          TA          Y        326          66             0          0
## 587          TA          N          0           0           112          0
## 588          TA          Y          0           0             0          0
## 589          TA          Y          0          48             0          0
## 590          TA          P          0           0             0          0
## 591          TA          Y          0          45             0          0
## 592          TA          Y        382         274             0          0
## 593          TA          Y          0           0             0          0
## 594          TA          Y        140           0             0          0
## 595          TA          Y          0           0             0          0
## 596          TA          Y        180          75             0          0
## 597          Fa          N          0         158             0          0
## 598          TA          Y        120          16             0          0
## 599          TA          Y          0           0             0          0
## 600          TA          Y        161           0             0          0
## 601          TA          Y        179          60             0          0
## 602          TA          P          0         162             0          0
## 603          TA          Y        120         150             0          0
## 604          TA          Y          0         172             0          0
## 605          TA          Y        192          36             0          0
## 606          TA          Y          0          42             0          0
## 607          TA          Y        168           0             0          0
## 608          TA          Y        103           0             0          0
## 609          TA          Y          0           0             0          0
## 610          TA          Y         64           0            39          0
## 611          TA          Y        253         142             0          0
## 612          TA          Y          0           0             0          0
## 613          TA          Y        160         122             0          0
## 614        <NA>          Y          0          30             0          0
## 615        <NA>          Y         96          24             0          0
## 616          TA          Y        120           0             0          0
## 617          TA          Y        100          75             0          0
## 618          TA          Y          0           0             0          0
## 619          TA          Y          0         108             0          0
## 620          TA          Y        168           0             0          0
## 621        <NA>          N          0           0           100          0
## 622          TA          Y         38         243             0          0
## 623          TA          Y        192           0             0          0
## 624          TA          Y          0          32             0          0
## 625          TA          Y        148           0             0          0
## 626          TA          Y          0           0             0          0
## 627          TA          Y          0           0            36          0
## 628          TA          Y          0           0           189          0
## 629          TA          Y        335           0             0          0
## 630          TA          Y        176           0             0          0
## 631          Po          N          0           0           293          0
## 632          TA          Y        156          73             0          0
## 633          TA          Y        192           0             0          0
## 634          TA          Y        390           0             0          0
## 635          TA          Y        264          56             0          0
## 636        <NA>          N          0         110             0          0
## 637        <NA>          N          0           0             0          0
## 638          TA          Y          0           0             0          0
## 639        <NA>          P        328           0           164          0
## 640          TA          Y        312           0             0          0
## 641          TA          Y        185         140             0          0
## 642          TA          Y          0         235             0          0
## 643          TA          Y        269         111             0          0
## 644          TA          Y        208           0             0          0
## 645          TA          Y        195         130             0          0
## 646          TA          Y          0         312            40          0
## 647          TA          Y          0          27             0          0
## 648          TA          Y          0           0             0          0
## 649          TA          Y          0         124           216          0
## 650        <NA>          Y          0           0             0          0
## 651          TA          Y          0           0             0          0
## 652          Po          P        120           0             0          0
## 653          TA          Y          0         120             0          0
## 654          TA          Y         57           0           239          0
## 655          TA          Y        236          46             0          0
## 656          TA          Y          0           0             0          0
## 657          TA          Y          0           0             0          0
## 658          TA          P          0           0           112          0
## 659          TA          Y        192           0             0          0
## 660          TA          Y          0           0             0          0
## 661          TA          Y          0         113           252          0
## 662          TA          Y        517          76             0          0
## 663          TA          Y          0           0           240          0
## 664          TA          Y          0           0           180          0
## 665          TA          Y        192         267             0          0
## 666          TA          Y        188         124             0          0
## 667          TA          Y          0         265             0          0
## 668          TA          Y        224          42             0          0
## 669          TA          Y        304           0             0          0
## 670          Fa          Y          0           0            67          0
## 671          TA          Y        100          35             0          0
## 672          TA          Y        147           0             0          0
## 673          TA          Y        198          42             0          0
## 674          TA          Y          0          87             0          0
## 675          TA          Y        426           0             0          0
## 676          TA          Y         28           0             0          0
## 677          Fa          N          0           0            90          0
## 678          Fa          N        316           0           120          0
## 679          TA          Y        322          82             0          0
## 680          TA          Y          0           0             0          0
## 681          TA          Y         80           0             0          0
## 682          TA          Y          0           0            56          0
## 683          TA          Y        307           0             0          0
## 684          TA          Y        257          45             0          0
## 685          TA          Y          0          81             0          0
## 686          TA          Y        219           0             0          0
## 687          TA          Y        144         105             0          0
## 688          TA          Y          0          60             0          0
## 689          TA          Y        140           0             0          0
## 690          TA          Y        192          28             0          0
## 691          TA          Y        149           0             0          0
## 692          TA          Y        382          50             0          0
## 693          TA          Y        320          27             0          0
## 694          TA          Y          0           0           112          0
## 695          TA          Y        112           0             0          0
## 696          TA          Y        125           0             0          0
## 697          TA          Y          0           0           129          0
## 698          TA          Y          0           0             0          0
## 699          TA          Y        416         144             0          0
## 700          TA          Y        156         158             0          0
## 701          TA          Y        270          78             0          0
## 702          TA          Y          0           0             0          0
## 703          TA          Y        324         100             0          0
## 704          TA          N        344           0            40          0
## 705          TA          Y          0          35             0        144
## 706        <NA>          N          0           0             0          0
## 707          TA          Y        380          48             0          0
## 708          TA          Y        192          38             0          0
## 709          TA          Y        100          24             0          0
## 710          TA          Y          0           0             0          0
## 711        <NA>          N          0           0             0          0
## 712          TA          N         68           0            98          0
## 713          TA          Y        168         120             0          0
## 714          TA          Y          0         288             0          0
## 715          TA          Y          0          44             0          0
## 716          TA          Y          0           0             0          0
## 717          TA          P          0          48           143          0
## 718          TA          Y        224           0             0          0
## 719          TA          Y        250         154           216          0
## 720          TA          Y          0           0             0          0
## 721          TA          Y        114          28           234          0
## 722          TA          Y        160           0             0          0
## 723          TA          Y          0           0             0          0
## 724          TA          Y          0           0             0          0
## 725          TA          Y        327          64             0          0
## 726          TA          Y         96           0             0          0
## 727          TA          Y        292          44             0        182
## 728          TA          Y        132           0             0          0
## 729          TA          Y          0          25             0          0
## 730          TA          Y          0          23           112          0
## 731          TA          Y        237         152             0          0
## 732          TA          Y        160          22             0          0
## 733          TA          Y        192          84             0          0
## 734          TA          Y        165           0             0          0
## 735          TA          Y        147           0             0          0
## 736          TA          N          0         341             0          0
## 737          TA          Y          0           0             0          0
## 738          TA          Y          0         116             0          0
## 739        <NA>          Y        120           0             0          0
## 740          TA          Y        187          56             0          0
## 741          Gd          Y        270           0           112          0
## 742          TA          Y        168           0             0          0
## 743          TA          Y        120          55             0          0
## 744          TA          Y        302           0             0          0
## 745          TA          Y         96           0            70        168
## 746          TA          Y          0         204             0          0
## 747          TA          Y        224          54             0          0
## 748          TA          N        181           0           386          0
## 749          TA          Y        240          56           154          0
## 750          TA          N         92           0           185          0
## 751        <NA>          N          0         160             0          0
## 752          TA          Y          0          48             0          0
## 753          TA          Y        168          27             0          0
## 754          TA          Y        192          52             0          0
## 755          TA          Y        171          48             0          0
## 756          TA          Y          0          24             0          0
## 757          TA          Y        144         105             0          0
## 758          TA          Y        335           0             0          0
## 759          TA          Y          0           0             0          0
## 760          TA          Y        222          98             0          0
## 761          Ex          Y          0           0             0          0
## 762          TA          Y          0           0             0          0
## 763          TA          Y        169          45             0          0
## 764          TA          Y          0         128             0          0
## 765          TA          Y          0          30             0          0
## 766          TA          Y          0         174             0          0
## 767          TA          Y        228          66           156          0
## 768          TA          Y        245           0           156          0
## 769          TA          Y        120          33             0          0
## 770          TA          Y        503          36             0          0
## 771          TA          Y        120           0             0          0
## 772          TA          Y          0           0             0          0
## 773          TA          Y        144           0             0          0
## 774          TA          Y          0           0             0          0
## 775          TA          Y        315          45             0          0
## 776          TA          Y          0         247             0          0
## 777          TA          Y        144          59             0          0
## 778          TA          Y        241           0             0          0
## 779          TA          Y          0           0             0          0
## 780          TA          Y          0           0             0          0
## 781          TA          Y        220          21             0          0
## 782          TA          Y          0         124             0          0
## 783          TA          Y          0          33             0          0
## 784          TA          Y        303          30             0          0
## 785        <NA>          Y          0         291           134          0
## 786          TA          Y          0           0             0          0
## 787          TA          Y          0           0           196          0
## 788          TA          Y          0          45             0          0
## 789          TA          Y          0           0             0          0
## 790          TA          Y        133         168             0          0
## 791          TA          Y        100          16             0          0
## 792          TA          Y        120           0             0          0
## 793          TA          Y        180         130             0          0
## 794          TA          Y        168         130             0          0
## 795          TA          Y        143          46             0          0
## 796          TA          Y          0          50             0          0
## 797          TA          Y        138           0             0          0
## 798          TA          Y          0           0             0          0
## 799          TA          Y        144          78             0          0
## 800          TA          Y          0           0           264          0
## 801          TA          Y        403         114           185          0
## 802          TA          Y          0           0             0          0
## 803          TA          Y         36          18             0          0
## 804          TA          Y         52         170             0          0
## 805          TA          Y          0           0             0          0
## 806          TA          Y          0          60             0          0
## 807          TA          Y         68           0             0          0
## 808          TA          Y          0         312             0          0
## 809          TA          Y          0           0             0          0
## 810          Po          N         40         156             0          0
## 811          TA          Y        265           0             0          0
## 812          TA          Y        140           0             0          0
## 813          TA          N          0           0             0          0
## 814          TA          Y          0           0           275          0
## 815          TA          P        207           0            96          0
## 816          TA          Y          0          34             0          0
## 817          TA          Y          0           0           120          0
## 818          TA          Y        150          59             0          0
## 819          TA          Y          0           0             0          0
## 820          TA          Y        192          35             0          0
## 821          TA          Y          0          45             0          0
## 822          TA          Y          0          32           112          0
## 823          TA          Y        100          48             0          0
## 824          TA          Y        335           0             0          0
## 825          TA          Y          0         140             0          0
## 826          TA          Y        188          45             0          0
## 827        <NA>          Y          0           0           116          0
## 828          TA          Y        290          39             0          0
## 829          TA          Y        486           0             0          0
## 830          TA          Y          0         166             0          0
## 831          TA          Y          0           0             0          0
## 832          TA          Y          0         166             0          0
## 833          TA          Y        192          39             0          0
## 834          TA          Y          0           0             0          0
## 835          TA          Y          0           0             0          0
## 836          TA          Y        290           0             0          0
## 837          TA          Y          0         116           230          0
## 838          TA          Y          0           0             0          0
## 839          TA          Y        278           0             0          0
## 840          TA          Y          0           0             0          0
## 841          TA          P          0           0           254          0
## 842          TA          P         70          78            68          0
## 843          Gd          Y          0         129             0          0
## 844        <NA>          Y          0           0             0          0
## 845          TA          Y        418           0           194          0
## 846          TA          Y          0           0             0          0
## 847          TA          Y        234          72           192          0
## 848          TA          Y          0           0             0          0
## 849          TA          Y        486          40             0          0
## 850          TA          Y        113         100             0          0
## 851          TA          Y        140           0             0          0
## 852          TA          Y        143          20             0          0
## 853          TA          Y          0           0             0          0
## 854          TA          Y        180           0             0          0
## 855          TA          Y          0         418             0          0
## 856          TA          Y          0         104             0          0
## 857          Fa          Y          0           0            34          0
## 858          TA          Y          0          36             0          0
## 859          TA          Y          0           0             0          0
## 860          TA          Y          0          65             0          0
## 861          TA          Y          0         240             0          0
## 862          TA          Y          0           0             0          0
## 863          TA          Y          0           0             0          0
## 864          TA          Y          0           0             0          0
## 865          TA          Y          0         140             0          0
## 866          TA          Y          0           0             0          0
## 867          TA          Y        192          80             0          0
## 868          TA          Y        168           0             0          0
## 869          TA          P        120         144             0          0
## 870          TA          Y        156          90             0          0
## 871          TA          Y          0           0             0          0
## 872          TA          Y          0          77             0          0
## 873          TA          Y        196           0           150          0
## 874          TA          Y          0          28             0          0
## 875          TA          Y         26           0             0          0
## 876          TA          Y        208         364             0          0
## 877          TA          Y          0           0             0          0
## 878          TA          Y        184           0             0          0
## 879          TA          Y        192           0             0          0
## 880          TA          Y          0           0             0          0
## 881          TA          Y          0          49             0          0
## 882          TA          Y        168          36             0          0
## 883          TA          Y        342          40             0          0
## 884          Gd          Y          0         188             0          0
## 885          TA          Y          0           0             0          0
## 886          TA          Y         97          65             0          0
## 887          TA          Y        272          54             0          0
## 888          TA          Y        121           0             0          0
## 889          TA          Y         81         207             0          0
## 890          TA          Y          0           0             0        162
## 891          TA          Y          0           0             0          0
## 892          TA          Y        243           0             0          0
## 893          TA          Y        192           0             0          0
## 894          TA          Y        511         116             0          0
## 895          TA          Y          0           0             0          0
## 896          TA          Y          0          50             0          0
## 897          TA          Y          0          28             0          0
## 898          TA          Y        154           0             0          0
## 899          TA          Y          0          67             0          0
## 900          TA          Y          0           0             0          0
## 901          TA          Y          0           0             0          0
## 902          TA          Y          0           0             0          0
## 903          TA          Y          0          75             0          0
## 904          TA          Y        144          60             0          0
## 905          TA          Y          0           0             0          0
## 906          TA          Y          0           0           164          0
## 907          TA          Y          0          60             0          0
## 908          TA          Y          0           0             0          0
## 909          TA          Y        164           0             0          0
## 910          TA          Y         36          24             0          0
## 911          TA          Y          0           0             0          0
## 912          TA          Y        173           0             0          0
## 913          TA          Y          0           0           112          0
## 914          TA          Y          0           0             0          0
## 915          TA          Y          0         234             0          0
## 916          TA          Y          0           0             0          0
## 917          TA          Y          0           0             0          0
## 918          TA          Y          0           0             0          0
## 919          TA          Y         72         192           224          0
## 920          TA          Y          0          51             0          0
## 921          TA          Y        300          87             0          0
## 922        <NA>          N          0          70             0          0
## 923          TA          Y        100           0             0         23
## 924          TA          Y          0          69             0          0
## 925          TA          Y        384         131             0          0
## 926          TA          Y        180           0             0          0
## 927          TA          Y        104         100             0          0
## 928          TA          Y          0          43             0          0
## 929          TA          Y        202         151             0          0
## 930          TA          Y          0           0             0          0
## 931          TA          Y        100          18             0          0
## 932          TA          Y          0           0             0          0
## 933          TA          Y          0         191             0          0
## 934          TA          Y        192          36             0          0
## 935          TA          Y          0           0             0          0
## 936          TA          Y          0           0            32          0
## 937          TA          Y          0          41             0          0
## 938          TA          Y          0          48             0          0
## 939          TA          Y          0          90             0          0
## 940          TA          Y         56           0           318          0
## 941          TA          Y         40           0             0          0
## 942          TA          Y          0           0             0        168
## 943        <NA>          N        321           0             0          0
## 944          TA          P          0           0             0          0
## 945          TA          Y          0         118             0          0
## 946          TA          Y         48           0           244          0
## 947          TA          Y         86           0             0          0
## 948          TA          Y          0         252             0          0
## 949          TA          Y        144          96             0          0
## 950          TA          Y          0           0             0          0
## 951          TA          Y        194           0             0          0
## 952          TA          Y        421           0             0          0
## 953          TA          Y        192           0             0          0
## 954          TA          Y        305         189             0          0
## 955        <NA>          Y          0           0             0          0
## 956          TA          Y          0           0             0          0
## 957          TA          Y        150           0             0          0
## 958          TA          Y          0           0             0          0
## 959          TA          Y          0          39             0          0
## 960          TA          Y          0          44             0          0
## 961        <NA>          Y        117           0             0          0
## 962          TA          Y        550         282             0          0
## 963          TA          Y         48           0             0          0
## 964          TA          Y        288         136             0          0
## 965          TA          Y          0          40             0          0
## 966          TA          Y          0          72             0          0
## 967          TA          Y          0          70             0          0
## 968          TA          Y          0           0             0          0
## 969        <NA>          Y          0           0             0          0
## 970          TA          Y          0           0             0          0
## 971        <NA>          Y          0           0             0          0
## 972          TA          Y          0          27             0          0
## 973          TA          Y         28           0             0          0
## 974          TA          Y          0         120             0          0
## 975          TA          Y        509         135             0          0
## 976          TA          Y        153          50             0          0
## 977        <NA>          Y          0           0             0          0
## 978          TA          Y          0         116             0          0
## 979          TA          Y          0           0             0          0
## 980          TA          Y          0          80             0          0
## 981          TA          Y        144          76             0          0
## 982          TA          Y        250           0             0          0
## 983          TA          Y        100          16             0          0
## 984          TA          Y          0           0             0          0
## 985          TA          Y          0           0             0          0
## 986          TA          Y          0          48             0          0
## 987          TA          Y        394           0             0          0
## 988          TA          Y        168          95             0          0
## 989          TA          Y          0         224             0          0
## 990          TA          Y          0          50             0          0
## 991          TA          Y          0          70             0          0
## 992          TA          P          0         169             0          0
## 993          TA          Y        239          42             0          0
## 994          TA          Y          0          35             0          0
## 995          TA          Y        216          48             0          0
## 996          TA          Y          0          57             0          0
## 997          TA          Y          0         319             0          0
## 998          TA          Y        371           0             0          0
## 999          Fa          P          0         100            48          0
## 1000         TA          Y        105          61             0          0
## 1001         Fa          Y          0           0             0          0
## 1002         TA          N          0          20            94          0
## 1003         TA          Y        144         104             0          0
## 1004         TA          Y          0           0             0          0
## 1005         TA          Y        156           0             0          0
## 1006         TA          Y        210           0             0          0
## 1007         TA          Y          0           0             0          0
## 1008         TA          Y        238           0             0          0
## 1009         TA          Y        100          48             0          0
## 1010       <NA>          P          0           0           138          0
## 1011         TA          Y          0           0           108          0
## 1012       <NA>          Y          0           0             0          0
## 1013         TA          Y         96           0           112          0
## 1014         TA          Y          0          30           226          0
## 1015         TA          Y          0         130             0          0
## 1016         TA          Y          0          45             0          0
## 1017         TA          Y        115          66             0          0
## 1018         TA          Y         63           0             0          0
## 1019         TA          Y        164           0             0          0
## 1020         TA          Y        142          20             0          0
## 1021         TA          Y        252          64             0          0
## 1022         TA          Y        105          54             0          0
## 1023         Fa          Y          0           0           192          0
## 1024         TA          Y        156          20             0          0
## 1025         TA          Y          0          72           174          0
## 1026         TA          Y         96           0             0          0
## 1027         TA          Y          0           0             0          0
## 1028         TA          Y        192          44             0          0
## 1029         TA          Y          0           0             0          0
## 1030         TA          Y          0          28             0          0
## 1031       <NA>          N          0           0           228          0
## 1032         TA          Y        136          63             0          0
## 1033         TA          Y        209          55             0          0
## 1034         TA          Y          0         136             0          0
## 1035         TA          Y          0           0             0          0
## 1036         TA          N        186           0             0          0
## 1037         TA          Y        228           0             0          0
## 1038         TA          Y          0          45             0          0
## 1039       <NA>          Y          0           0             0          0
## 1040         TA          Y          0           0             0          0
## 1041         TA          Y          0           0             0          0
## 1042         TA          Y          0          40             0          0
## 1043         TA          Y        170          63             0          0
## 1044         TA          Y        192         121             0          0
## 1045         TA          Y        474         120             0          0
## 1046         TA          Y          0           0             0          0
## 1047         TA          Y        214         108             0          0
## 1048         TA          Y          0           0             0          0
## 1049         TA          Y          0           0             0          0
## 1050         TA          Y          0           0             0          0
## 1051         TA          Y          0          22             0          0
## 1052         TA          Y          0          20             0          0
## 1053         TA          Y          0          52             0          0
## 1054         TA          Y        116          78             0          0
## 1055         TA          Y        199          60             0          0
## 1056         TA          Y          0           0             0          0
## 1057         TA          Y        192          36             0          0
## 1058         TA          Y        168          98             0          0
## 1059         TA          Y          0         102             0          0
## 1060         Fa          Y          0           0            19          0
## 1061         TA          Y          0           0           170          0
## 1062         TA          Y          0          20             0          0
## 1063         TA          Y          0          57             0          0
## 1064         TA          Y        166         120             0          0
## 1065         TA          Y          0          58             0          0
## 1066         TA          Y        296          44             0          0
## 1067         TA          Y          0          40             0          0
## 1068         TA          Y        328         128             0          0
## 1069         TA          Y        728          20             0          0
## 1070         TA          Y          0           0             0          0
## 1071         TA          Y          0          20             0          0
## 1072         TA          Y          0           0             0          0
## 1073         TA          P          0           0             0          0
## 1074         TA          Y        252           0             0          0
## 1075         TA          Y        140          93             0          0
## 1076         TA          Y          0           0             0          0
## 1077         TA          Y        436          21             0          0
## 1078         TA          Y        240          32             0          0
## 1079         TA          Y        140           0             0          0
## 1080         TA          Y          0          64             0          0
## 1081         TA          Y         55           0             0        216
## 1082         TA          Y          0           0           220          0
## 1083         TA          Y        192          39             0          0
## 1084         TA          Y          0         116             0          0
## 1085         TA          Y        315          44             0          0
## 1086         TA          Y        120           0             0          0
## 1087         TA          Y        120          96             0          0
## 1088         TA          Y        160          50             0          0
## 1089         TA          Y          0          40             0          0
## 1090         TA          Y          0          84             0          0
## 1091         TA          Y          0           0             0          0
## 1092         TA          Y          0          48             0          0
## 1093         TA          Y        342           0           128          0
## 1094         TA          Y          0          64             0          0
## 1095         TA          Y          0           0            80          0
## 1096         TA          Y          0          22             0          0
## 1097       <NA>          Y        136           0           115          0
## 1098         TA          Y          0          74           137          0
## 1099         TA          Y          0           0             0          0
## 1100         TA          Y          0           0             0          0
## 1101         TA          N          0           0             0          0
## 1102         TA          Y          0           0             0          0
## 1103         TA          Y          0          16             0          0
## 1104         TA          Y          0           0           192          0
## 1105         TA          Y          0           0             0          0
## 1106         TA          Y        186          32             0          0
## 1107         TA          Y          0         244             0          0
## 1108         TA          Y          0         100             0          0
## 1109         TA          Y        100          48             0          0
## 1110         TA          Y        125         185             0          0
## 1111         TA          Y        224          84             0          0
## 1112         TA          Y          0          69             0          0
## 1113         TA          Y          0           0             0          0
## 1114         TA          Y          0          18             0          0
## 1115         TA          Y          0           0             0          0
## 1116         TA          Y          0           0             0          0
## 1117         TA          Y        120           0             0          0
## 1118         TA          Y          0           0             0          0
## 1119         TA          Y        280          34             0          0
## 1120         TA          Y        140           0           252          0
## 1121         TA          Y          0          22           112          0
## 1122         TA          Y        144          20             0          0
## 1123         TA          Y         64           0             0          0
## 1124       <NA>          Y          0         200             0          0
## 1125         TA          Y        100          25             0          0
## 1126         Fa          Y          0           0             0          0
## 1127         TA          Y        143          20             0          0
## 1128         TA          Y        144          36             0          0
## 1129         TA          Y        100          48             0          0
## 1130         TA          Y         49           0             0          0
## 1131         TA          Y        431          44             0          0
## 1132       <NA>          Y          0          28             0          0
## 1133         TA          N          0          48             0          0
## 1134         TA          Y          0         155             0          0
## 1135         TA          Y        100          38             0          0
## 1136         TA          Y          0         128             0          0
## 1137         TA          Y          0           0            96          0
## 1138       <NA>          N          0           0           176          0
## 1139         TA          Y        264          32             0          0
## 1140         TA          Y          0           0           216          0
## 1141         TA          Y          0           0             0          0
## 1142         TA          Y        448          96             0          0
## 1143         TA          Y        125         144             0          0
## 1144       <NA>          Y          0          24             0          0
## 1145         TA          Y          0           0             0          0
## 1146         TA          Y          0           0             0          0
## 1147         TA          Y        165          26             0          0
## 1148         TA          Y          0           0             0          0
## 1149         TA          Y          0           0           176          0
## 1150         TA          Y          0           0             0          0
## 1151         TA          Y          0           0           214          0
## 1152         TA          Y          0         140             0          0
## 1153         TA          Y          0           0           280          0
## 1154         TA          Y          0           0            96          0
## 1155         TA          Y         60          84             0          0
## 1156         TA          Y          0          21             0          0
## 1157         TA          Y          0          92             0         96
## 1158         TA          Y        172          62             0          0
## 1159         TA          Y          0          24             0          0
## 1160         TA          Y          0          69             0          0
## 1161         TA          Y         26           0             0          0
## 1162         TA          Y        108           0             0        216
## 1163         TA          Y          0           0             0          0
## 1164         TA          Y        120           0             0          0
## 1165         TA          Y        168         180             0          0
## 1166         TA          Y          0         114             0          0
## 1167         TA          Y        160          33             0          0
## 1168         TA          Y          0          38             0          0
## 1169         TA          Y          0           0             0          0
## 1170         TA          Y        361          76             0          0
## 1171         TA          Y        203           0             0          0
## 1172         TA          Y          0           0             0          0
## 1173         TA          Y          0          54             0          0
## 1174       <NA>          Y        122           0             0          0
## 1175         TA          Y          0           0             0          0
## 1176         TA          Y          0          33             0          0
## 1177         TA          Y        362           0             0          0
## 1178         TA          N          0           0           116          0
## 1179         TA          Y        192           0           102          0
## 1180       <NA>          N          0          36           190          0
## 1181         TA          Y          0           0             0          0
## 1182         TA          Y        162          53             0        153
## 1183         TA          Y        171          78             0          0
## 1184         TA          Y        229           0             0          0
## 1185         TA          Y          0         263             0          0
## 1186         TA          Y          0           0           236          0
## 1187         Fa          Y          0          74             0          0
## 1188         TA          Y          0         114           192          0
## 1189         TA          Y        144          68             0          0
## 1190         TA          Y        140          60             0          0
## 1191         TA          Y        439           0             0          0
## 1192         TA          Y        206           0             0          0
## 1193         Fa          P          0           0            84          0
## 1194         TA          Y          0         304             0          0
## 1195         TA          Y        379          36             0          0
## 1196         TA          Y        100          24             0          0
## 1197         TA          Y        100          17             0          0
## 1198         TA          Y          0           0           330          0
## 1199         TA          Y        356           0             0          0
## 1200         TA          Y          0          82             0          0
## 1201         TA          Y          0           0             0          0
## 1202         TA          Y        198          36             0          0
## 1203         TA          N          0           0           208          0
## 1204         TA          Y         74         234             0          0
## 1205         TA          Y          0          88             0          0
## 1206         TA          Y         84          70             0          0
## 1207         TA          Y          0          42             0          0
## 1208         TA          Y        192          23             0          0
## 1209         TA          Y          0           0             0          0
## 1210         TA          Y        322          50             0          0
## 1211         TA          Y        635         104             0          0
## 1212         TA          Y        325          12             0          0
## 1213         TA          N          0         113             0          0
## 1214         TA          Y         88           0             0          0
## 1215         TA          Y        150          72             0          0
## 1216         TA          Y          0           0             0          0
## 1217         TA          Y          0           0             0          0
## 1218         TA          Y        135         112             0          0
## 1219       <NA>          N          0           0             0          0
## 1220       <NA>          N        201           0             0          0
## 1221         TA          Y          0           0             0          0
## 1222         TA          Y          0          63             0          0
## 1223         TA          Y          0           0             0          0
## 1224         TA          Y          0          30             0          0
## 1225         TA          Y        100          75             0          0
## 1226         TA          Y        224           0             0          0
## 1227         TA          Y        100          18             0          0
## 1228         TA          Y          0         240             0          0
## 1229         TA          Y          0          72             0          0
## 1230         TA          Y          0           0             0          0
## 1231         TA          N        155          24           145          0
## 1232         TA          Y          0          18             0          0
## 1233         TA          Y          0           0             0          0
## 1234         TA          Y          0           0             0          0
##      ScreenPorch PoolArea PoolQC Fence MiscFeature MiscVal MoSold YrSold
## 1              0        0   <NA>  <NA>        <NA>       0      2   2008
## 2              0        0   <NA>  <NA>        <NA>       0      5   2007
## 3              0        0   <NA>  <NA>        <NA>       0      9   2008
## 4              0        0   <NA>  <NA>        <NA>       0      2   2006
## 5              0        0   <NA>  <NA>        <NA>       0     12   2008
## 6              0        0   <NA> MnPrv        Shed     700     10   2009
## 7              0        0   <NA>  <NA>        <NA>       0      8   2007
## 8              0        0   <NA>  <NA>        Shed     350     11   2009
## 9              0        0   <NA>  <NA>        <NA>       0      4   2008
## 10             0        0   <NA>  <NA>        <NA>       0      1   2008
## 11             0        0   <NA>  <NA>        <NA>       0      2   2008
## 12             0        0   <NA>  <NA>        <NA>       0      7   2006
## 13           176        0   <NA>  <NA>        <NA>       0      9   2008
## 14             0        0   <NA>  <NA>        <NA>       0      8   2007
## 15             0        0   <NA>  GdWo        <NA>       0      5   2008
## 16             0        0   <NA> GdPrv        <NA>       0      7   2007
## 17             0        0   <NA>  <NA>        Shed     700      3   2010
## 18             0        0   <NA>  <NA>        Shed     500     10   2006
## 19             0        0   <NA>  <NA>        <NA>       0      6   2008
## 20             0        0   <NA> MnPrv        <NA>       0      5   2009
## 21             0        0   <NA>  <NA>        <NA>       0     11   2006
## 22             0        0   <NA> GdPrv        <NA>       0      6   2007
## 23             0        0   <NA>  <NA>        <NA>       0      9   2008
## 24             0        0   <NA>  <NA>        <NA>       0      6   2007
## 25             0        0   <NA> MnPrv        <NA>       0      5   2010
## 26             0        0   <NA>  <NA>        <NA>       0      7   2009
## 27             0        0   <NA>  <NA>        <NA>       0      5   2010
## 28             0        0   <NA>  <NA>        <NA>       0      5   2010
## 29             0        0   <NA>  <NA>        <NA>       0     12   2006
## 30             0        0   <NA>  <NA>        <NA>       0      5   2008
## 31             0        0   <NA> MnPrv        <NA>       0      7   2008
## 32             0        0   <NA> MnPrv        <NA>       0      6   2008
## 33             0        0   <NA>  <NA>        <NA>       0      1   2008
## 34             0        0   <NA>  <NA>        <NA>       0      4   2010
## 35             0        0   <NA>  <NA>        <NA>       0      8   2007
## 36             0        0   <NA>  <NA>        <NA>       0      9   2006
## 37             0        0   <NA>  <NA>        <NA>       0      6   2009
## 38             0        0   <NA>  <NA>        <NA>       0     10   2009
## 39             0        0   <NA>  <NA>        <NA>       0      1   2010
## 40             0        0   <NA>  <NA>        <NA>       0      6   2008
## 41             0        0   <NA>  GdWo        <NA>       0     12   2006
## 42             0        0   <NA>  <NA>        <NA>       0      7   2007
## 43             0        0   <NA> MnPrv        <NA>       0     12   2007
## 44             0        0   <NA> MnPrv        <NA>       0      7   2008
## 45             0        0   <NA>  <NA>        <NA>       0      5   2006
## 46             0        0   <NA>  <NA>        <NA>       0      2   2010
## 47           198        0   <NA>  <NA>        <NA>       0      8   2009
## 48             0        0   <NA>  <NA>        <NA>       0      7   2007
## 49             0        0   <NA>  <NA>        <NA>       0      6   2009
## 50             0        0   <NA> MnPrv        <NA>       0      1   2007
## 51             0        0   <NA>  <NA>        <NA>       0      7   2007
## 52             0        0   <NA> MnPrv        Shed     400      9   2006
## 53             0        0   <NA>  <NA>        <NA>       0      5   2010
## 54             0        0   <NA>  <NA>        <NA>       0     11   2006
## 55             0        0   <NA> MnPrv        <NA>       0      2   2007
## 56             0        0   <NA>  <NA>        <NA>       0      7   2008
## 57             0        0   <NA>  <NA>        <NA>       0      8   2009
## 58             0        0   <NA>  <NA>        <NA>       0      8   2006
## 59             0        0   <NA>  <NA>        <NA>       0     10   2006
## 60             0        0   <NA> MnPrv        <NA>       0      1   2008
## 61             0        0   <NA>  <NA>        <NA>       0      5   2006
## 62             0        0   <NA>  <NA>        <NA>       0      3   2007
## 63             0        0   <NA>  <NA>        <NA>       0     10   2007
## 64             0        0   <NA> GdPrv        <NA>       0      4   2010
## 65             0        0   <NA> GdPrv        <NA>       0      2   2009
## 66             0        0   <NA>  <NA>        <NA>       0     10   2007
## 67             0        0   <NA>  <NA>        <NA>       0      7   2010
## 68             0        0   <NA>  <NA>        <NA>       0      6   2007
## 69             0        0   <NA>  <NA>        <NA>       0      6   2010
## 70             0        0   <NA>  <NA>        <NA>       0      7   2006
## 71             0        0   <NA>  <NA>        <NA>       0      2   2007
## 72             0        0   <NA>  <NA>        <NA>       0      6   2007
## 73           291        0   <NA>  <NA>        <NA>       0     12   2009
## 74             0        0   <NA>  GdWo        <NA>       0      5   2010
## 75             0        0   <NA>  <NA>        <NA>       0      5   2010
## 76             0        0   <NA>  GdWo        <NA>       0     11   2009
## 77             0        0   <NA>  <NA>        <NA>       0      4   2008
## 78             0        0   <NA> MnPrv        <NA>       0      1   2008
## 79             0        0   <NA>  <NA>        <NA>       0      4   2010
## 80             0        0   <NA> MnPrv        <NA>       0      5   2009
## 81           252        0   <NA>  <NA>        <NA>       0      6   2009
## 82             0        0   <NA>  <NA>        <NA>       0      3   2006
## 83             0        0   <NA>  <NA>        <NA>       0     10   2008
## 84             0        0   <NA>  <NA>        <NA>       0      7   2007
## 85             0        0   <NA>  <NA>        Shed     700      5   2009
## 86             0        0   <NA>  <NA>        <NA>       0      4   2006
## 87             0        0   <NA>  <NA>        <NA>       0      3   2009
## 88             0        0   <NA>  <NA>        <NA>       0      6   2009
## 89             0        0   <NA> MnPrv        <NA>       0     10   2009
## 90             0        0   <NA>  <NA>        <NA>       0      8   2007
## 91             0        0   <NA>  <NA>        <NA>       0      7   2006
## 92             0        0   <NA>  GdWo        <NA>       0     12   2006
## 93             0        0   <NA>  <NA>        <NA>       0      8   2009
## 94            99        0   <NA>  <NA>        <NA>       0     11   2007
## 95             0        0   <NA>  <NA>        <NA>       0      5   2007
## 96             0        0   <NA>  <NA>        Shed     480      4   2009
## 97             0        0   <NA>  <NA>        <NA>       0      8   2006
## 98             0        0   <NA>  <NA>        <NA>       0      5   2007
## 99             0        0   <NA>  <NA>        Shed     400      5   2010
## 100            0        0   <NA>  <NA>        Shed     400      1   2010
## 101            0        0   <NA>  <NA>        <NA>       0      2   2010
## 102            0        0   <NA>  <NA>        <NA>       0      6   2010
## 103            0        0   <NA>  <NA>        <NA>       0      6   2009
## 104            0        0   <NA>  <NA>        <NA>       0      5   2010
## 105          184        0   <NA>  <NA>        <NA>       0      6   2007
## 106            0        0   <NA>  <NA>        <NA>       0      8   2008
## 107            0        0   <NA>  <NA>        Shed     450      8   2007
## 108            0        0   <NA>  <NA>        <NA>       0      4   2008
## 109            0        0   <NA>  <NA>        <NA>       0      8   2007
## 110            0        0   <NA> MnPrv        <NA>       0      1   2010
## 111            0        0   <NA>  <NA>        <NA>       0     10   2006
## 112            0        0   <NA>  <NA>        <NA>       0      4   2010
## 113          168        0   <NA>  <NA>        <NA>       0     10   2007
## 114            0        0   <NA> MnPrv        <NA>       0     10   2007
## 115            0        0   <NA> MnPrv        <NA>       0      7   2007
## 116            0        0   <NA>  <NA>        <NA>       0      6   2007
## 117            0        0   <NA>  <NA>        <NA>       0      9   2009
## 118            0        0   <NA>  <NA>        <NA>       0      4   2007
## 119            0        0   <NA>  <NA>        <NA>       0      5   2010
## 120            0        0   <NA>  <NA>        <NA>       0      7   2006
## 121            0        0   <NA>  <NA>        <NA>       0     10   2006
## 122            0        0   <NA> MnPrv        <NA>       0      6   2007
## 123          130        0   <NA>  <NA>        <NA>       0      6   2008
## 124            0        0   <NA>  <NA>        <NA>       0      3   2008
## 125            0        0   <NA>  <NA>        <NA>       0      1   2009
## 126            0        0   <NA>  <NA>        <NA>       0      6   2006
## 127            0        0   <NA>  <NA>        <NA>       0      2   2007
## 128            0        0   <NA>  <NA>        <NA>       0      6   2007
## 129            0        0   <NA>  <NA>        <NA>       0      7   2006
## 130            0        0   <NA>  MnWw        <NA>       0      7   2006
## 131            0        0   <NA> GdPrv        <NA>       0      5   2006
## 132            0        0   <NA>  <NA>        <NA>       0      7   2009
## 133            0        0   <NA>  <NA>        <NA>       0      7   2007
## 134            0        0   <NA>  <NA>        <NA>       0      6   2009
## 135            0        0   <NA> MnPrv        <NA>       0      7   2006
## 136            0        0   <NA> MnPrv        <NA>       0      5   2008
## 137            0        0   <NA>  <NA>        <NA>       0      7   2007
## 138            0        0   <NA>  <NA>        <NA>       0      7   2006
## 139            0        0   <NA> GdPrv        <NA>       0     12   2008
## 140            0        0   <NA> MnPrv        <NA>       0      8   2009
## 141            0        0   <NA>  <NA>        <NA>       0      4   2010
## 142            0        0   <NA>  <NA>        <NA>       0      1   2006
## 143            0        0   <NA> MnPrv        <NA>       0      6   2010
## 144            0        0   <NA>  <NA>        <NA>       0      6   2009
## 145            0        0   <NA>  <NA>        <NA>       0     11   2006
## 146            0        0   <NA>  <NA>        <NA>       0      4   2006
## 147            0        0   <NA>  <NA>        <NA>       0     11   2009
## 148            0        0   <NA>  <NA>        <NA>       0      5   2010
## 149            0        0   <NA>  <NA>        <NA>       0      4   2008
## 150            0        0   <NA>  <NA>        <NA>       0      4   2006
## 151            0        0   <NA> MnPrv        <NA>       0      1   2007
## 152            0        0   <NA>  <NA>        <NA>       0      1   2008
## 153            0        0   <NA>  GdWo        <NA>       0      6   2006
## 154            0        0   <NA>  <NA>        <NA>       0      3   2008
## 155            0        0   <NA>  <NA>        <NA>       0      3   2006
## 156            0        0   <NA>  <NA>        <NA>       0      4   2008
## 157            0        0   <NA>  <NA>        <NA>       0      6   2006
## 158            0        0   <NA>  <NA>        <NA>       0      5   2010
## 159            0        0   <NA>  GdWo        <NA>       0      5   2010
## 160            0        0   <NA>  <NA>        <NA>       0      3   2006
## 161            0        0   <NA>  <NA>        <NA>       0      6   2008
## 162            0        0   <NA>  <NA>        <NA>       0      3   2008
## 163            0        0   <NA>  <NA>        <NA>       0      5   2010
## 164            0        0   <NA> MnPrv        <NA>       0      4   2007
## 165            0        0   <NA>  <NA>        <NA>       0     10   2007
## 166            0        0   <NA>  <NA>        <NA>       0      9   2008
## 167          142        0   <NA>  GdWo        <NA>       0     11   2009
## 168            0        0   <NA>  <NA>        <NA>       0     11   2007
## 169            0        0   <NA>  <NA>        <NA>       0      5   2007
## 170            0        0   <NA>  <NA>        <NA>       0      1   2006
## 171            0        0   <NA>  <NA>        <NA>       0      5   2007
## 172            0        0   <NA>  <NA>        <NA>       0      5   2010
## 173            0        0   <NA>  <NA>        <NA>       0      6   2006
## 174            0        0   <NA>  <NA>        <NA>       0      6   2008
## 175            0        0   <NA>  <NA>        <NA>       0     11   2008
## 176            0        0   <NA> MnPrv        <NA>       0      6   2007
## 177          192        0   <NA>  <NA>        <NA>       0      9   2007
## 178            0        0   <NA>  <NA>        <NA>       0      7   2006
## 179            0        0   <NA>  <NA>        <NA>       0      7   2009
## 180            0        0   <NA>  <NA>        <NA>       0      7   2007
## 181            0        0   <NA>  <NA>        <NA>       0      6   2007
## 182            0        0   <NA>  <NA>        <NA>       0      7   2006
## 183            0        0   <NA> MnPrv        <NA>       0      6   2007
## 184            0        0   <NA>  <NA>        <NA>       0      6   2008
## 185            0        0   <NA> MnPrv        <NA>       0      6   2006
## 186          410        0   <NA> GdPrv        <NA>       0      6   2006
## 187            0        0   <NA> GdPrv        <NA>       0      6   2009
## 188            0        0   <NA> MnPrv        <NA>       0      8   2009
## 189            0        0   <NA>  <NA>        <NA>       0      6   2009
## 190          224        0   <NA>  <NA>        <NA>       0      8   2008
## 191            0        0   <NA>  <NA>        <NA>       0     12   2007
## 192            0        0   <NA>  <NA>        <NA>       0      6   2007
## 193            0        0   <NA>  <NA>        <NA>       0      9   2009
## 194            0        0   <NA>  <NA>        <NA>       0      5   2006
## 195            0        0   <NA>  <NA>        <NA>       0      5   2008
## 196            0        0   <NA>  <NA>        <NA>       0      7   2009
## 197          266        0   <NA>  <NA>        <NA>       0      9   2007
## 198            0      512     Ex GdPrv        <NA>       0      3   2006
## 199            0        0   <NA> MnPrv        <NA>       0      7   2009
## 200          170        0   <NA>  <NA>        <NA>       0      1   2009
## 201            0        0   <NA>  <NA>        <NA>       0      3   2010
## 202            0        0   <NA> MnPrv        <NA>       0      2   2008
## 203            0        0   <NA>  <NA>        <NA>       0      5   2006
## 204            0        0   <NA>  <NA>        <NA>       0      1   2008
## 205            0        0   <NA>  MnWw        <NA>       0      4   2009
## 206            0        0   <NA>  <NA>        <NA>       0      5   2009
## 207            0        0   <NA>  <NA>        <NA>       0      3   2007
## 208            0        0   <NA>  GdWo        <NA>       0      4   2008
## 209          154        0   <NA>  <NA>        <NA>       0      4   2007
## 210            0        0   <NA> MnPrv        <NA>       0      7   2008
## 211            0        0   <NA>  <NA>        <NA>       0      4   2008
## 212            0        0   <NA>  <NA>        <NA>       0      3   2010
## 213            0        0   <NA>  <NA>        <NA>       0      7   2009
## 214            0        0   <NA>  <NA>        <NA>       0      7   2006
## 215            0        0   <NA> MnPrv        Shed     450      3   2010
## 216            0        0   <NA> MnPrv        <NA>       0      5   2006
## 217            0        0   <NA>  <NA>        <NA>       0      4   2008
## 218            0        0   <NA>  <NA>        <NA>       0      9   2006
## 219            0        0   <NA>  <NA>        <NA>       0      5   2008
## 220            0        0   <NA>  <NA>        <NA>       0      3   2006
## 221            0        0   <NA>  <NA>        <NA>       0      4   2006
## 222            0        0   <NA>  <NA>        <NA>       0     12   2009
## 223            0        0   <NA> MnPrv        <NA>       0      2   2006
## 224            0        0   <NA>  <NA>        <NA>       0      3   2009
## 225            0        0   <NA>  <NA>        <NA>       0      6   2009
## 226            0        0   <NA>  <NA>        <NA>       0      5   2009
## 227            0        0   <NA>  <NA>        <NA>       0      6   2007
## 228            0        0   <NA>  <NA>        <NA>       0      9   2008
## 229            0        0   <NA> MnPrv        <NA>       0      5   2010
## 230            0        0   <NA>  <NA>        <NA>       0      5   2009
## 231            0        0   <NA>  <NA>        <NA>       0      4   2010
## 232            0        0   <NA>  <NA>        <NA>       0      7   2009
## 233            0        0   <NA>  <NA>        <NA>       0      6   2006
## 234            0        0   <NA> MnPrv        <NA>       0      2   2010
## 235            0        0   <NA>  <NA>        <NA>       0      5   2010
## 236            0        0   <NA>  <NA>        <NA>       0      8   2008
## 237            0        0   <NA>  <NA>        <NA>       0      5   2010
## 238            0        0   <NA>  <NA>        <NA>       0      2   2010
## 239            0        0   <NA>  <NA>        <NA>       0     12   2007
## 240            0        0   <NA> MnPrv        <NA>       0      4   2010
## 241            0        0   <NA>  <NA>        <NA>       0      4   2010
## 242            0        0   <NA>  <NA>        <NA>       0      8   2007
## 243            0        0   <NA>  <NA>        <NA>       0      4   2006
## 244            0        0   <NA>  <NA>        <NA>       0      4   2009
## 245            0        0   <NA>  <NA>        <NA>       0      5   2010
## 246            0        0   <NA>  <NA>        <NA>       0      6   2006
## 247            0        0   <NA>  <NA>        <NA>       0      4   2006
## 248            0        0   <NA>  <NA>        <NA>       0      6   2006
## 249            0        0   <NA>  <NA>        <NA>       0      9   2007
## 250            0        0   <NA>  <NA>        Shed     500      6   2007
## 251            0        0   <NA>  GdWo        Shed     450      5   2010
## 252          153        0   <NA>  <NA>        <NA>       0     12   2007
## 253            0        0   <NA>  <NA>        <NA>       0     12   2008
## 254            0        0   <NA> MnPrv        <NA>       0     10   2007
## 255            0        0   <NA>  <NA>        <NA>       0      6   2010
## 256            0        0   <NA>  <NA>        <NA>       0      2   2006
## 257            0        0   <NA>  <NA>        <NA>       0      5   2008
## 258            0        0   <NA>  <NA>        <NA>       0      3   2009
## 259            0        0   <NA>  <NA>        <NA>       0      5   2008
## 260            0        0   <NA>  <NA>        <NA>       0     12   2008
## 261            0        0   <NA>  GdWo        <NA>       0      5   2009
## 262            0        0   <NA>  <NA>        <NA>       0     11   2007
## 263            0        0   <NA>  GdWo        <NA>       0      7   2006
## 264            0        0   <NA>  <NA>        <NA>       0      4   2010
## 265            0        0   <NA>  <NA>        <NA>       0      6   2008
## 266            0        0   <NA> GdPrv        <NA>       0      6   2008
## 267            0        0   <NA>  <NA>        <NA>       0      6   2006
## 268            0        0   <NA>  <NA>        <NA>       0      7   2008
## 269            0        0   <NA>  <NA>        <NA>       0      2   2008
## 270            0        0   <NA> GdPrv        <NA>       0      5   2007
## 271            0        0   <NA>  <NA>        <NA>       0      8   2006
## 272            0        0   <NA>  <NA>        <NA>       0      4   2008
## 273            0        0   <NA>  <NA>        <NA>       0      4   2010
## 274            0        0   <NA> MnPrv        <NA>       0      4   2009
## 275            0        0   <NA>  <NA>        <NA>       0      6   2007
## 276          144        0   <NA>  <NA>        <NA>       0     10   2009
## 277            0        0   <NA>  <NA>        <NA>       0      4   2010
## 278            0        0   <NA>  <NA>        <NA>       0      6   2010
## 279          142        0   <NA>  <NA>        <NA>       0      5   2007
## 280            0        0   <NA>  <NA>        <NA>       0      3   2008
## 281            0        0   <NA>  <NA>        <NA>       0      1   2007
## 282            0        0   <NA>  <NA>        <NA>       0      5   2006
## 283            0        0   <NA>  <NA>        <NA>       0      4   2009
## 284            0        0   <NA>  <NA>        <NA>       0     12   2009
## 285            0        0   <NA>  <NA>        <NA>       0      7   2007
## 286            0        0   <NA>  <NA>        <NA>       0      6   2007
## 287          128        0   <NA> GdPrv        <NA>       0      6   2006
## 288            0        0   <NA>  <NA>        <NA>       0      6   2006
## 289            0        0   <NA> MnPrv        <NA>       0      2   2010
## 290          259        0   <NA>  <NA>        <NA>       0      7   2007
## 291            0        0   <NA>  <NA>        <NA>       0      7   2006
## 292            0        0   <NA>  <NA>        <NA>       0      3   2008
## 293          160        0   <NA>  <NA>        <NA>       0      1   2009
## 294            0        0   <NA>  <NA>        <NA>       0      3   2006
## 295            0        0   <NA>  <NA>        <NA>       0     10   2009
## 296            0        0   <NA> GdPrv        <NA>       0      3   2006
## 297            0        0   <NA> MnPrv        <NA>       0      6   2007
## 298          198        0   <NA>  <NA>        <NA>       0      6   2007
## 299            0        0   <NA>  <NA>        <NA>       0      6   2007
## 300            0        0   <NA> GdPrv        <NA>       0      8   2009
## 301            0        0   <NA>  <NA>        <NA>       0      6   2006
## 302            0        0   <NA>  <NA>        <NA>       0      5   2007
## 303            0        0   <NA>  <NA>        <NA>       0      1   2006
## 304            0        0   <NA>  GdWo        <NA>       0      7   2006
## 305            0        0   <NA>  <NA>        <NA>       0      5   2008
## 306            0        0   <NA>  <NA>        <NA>       0      7   2007
## 307            0        0   <NA>  <NA>        <NA>       0      6   2007
## 308            0        0   <NA> MnPrv        <NA>       0      3   2008
## 309            0        0   <NA>  <NA>        <NA>       0      3   2009
## 310            0        0   <NA>  <NA>        <NA>       0     11   2006
## 311            0        0   <NA>  <NA>        <NA>       0      5   2006
## 312            0        0   <NA>  <NA>        <NA>       0      5   2009
## 313          271        0   <NA> MnPrv        <NA>       0      5   2006
## 314            0        0   <NA>  <NA>        <NA>       0      6   2009
## 315            0        0   <NA>  <NA>        <NA>       0      8   2006
## 316            0        0   <NA>  <NA>        <NA>       0      7   2009
## 317            0        0   <NA> GdPrv        <NA>       0      8   2009
## 318            0        0   <NA>  <NA>        <NA>       0     12   2007
## 319            0        0   <NA>  <NA>        <NA>       0      4   2009
## 320            0        0   <NA>  <NA>        <NA>       0      6   2009
## 321            0        0   <NA>  <NA>        <NA>       0      9   2006
## 322            0        0   <NA>  <NA>        <NA>       0      6   2007
## 323            0        0   <NA> MnPrv        <NA>       0      8   2007
## 324            0        0   <NA>  <NA>        <NA>       0      7   2006
## 325            0        0   <NA>  <NA>        <NA>       0      6   2010
## 326            0        0   <NA>  <NA>        <NA>       0     12   2007
## 327            0        0   <NA>  <NA>        <NA>       0      5   2008
## 328            0        0   <NA>  <NA>        <NA>       0      4   2006
## 329            0        0   <NA>  <NA>        <NA>       0      7   2009
## 330            0        0   <NA>  GdWo        <NA>       0      7   2009
## 331            0        0   <NA>  <NA>        <NA>       0     11   2007
## 332            0        0   <NA>  <NA>        <NA>       0      8   2007
## 333            0        0   <NA>  <NA>        <NA>       0     10   2009
## 334            0        0   <NA>  <NA>        <NA>       0      7   2008
## 335            0        0   <NA>  <NA>        <NA>       0      7   2008
## 336            0        0   <NA>  <NA>        Shed     700      8   2008
## 337            0        0   <NA>  <NA>        <NA>       0      7   2007
## 338            0        0   <NA>  <NA>        <NA>       0     12   2008
## 339            0        0   <NA>  <NA>        Shed     400      5   2006
## 340          234        0   <NA>  <NA>        <NA>       0      6   2009
## 341            0        0   <NA>  <NA>        <NA>       0      4   2010
## 342            0        0   <NA>  <NA>        <NA>       0      9   2009
## 343            0        0   <NA>  <NA>        <NA>       0      5   2006
## 344            0        0   <NA>  <NA>        <NA>       0      7   2008
## 345            0        0   <NA>  <NA>        <NA>       0      4   2010
## 346            0        0   <NA>  <NA>        <NA>       0     10   2006
## 347            0        0   <NA>  <NA>        Gar2   15500      4   2007
## 348            0        0   <NA>  <NA>        <NA>       0     12   2009
## 349            0        0   <NA>  <NA>        <NA>       0     10   2008
## 350            0        0   <NA>  <NA>        <NA>       0      4   2006
## 351            0        0   <NA>  <NA>        <NA>       0     12   2007
## 352          184        0   <NA>  <NA>        <NA>       0     12   2006
## 353            0        0   <NA>  <NA>        <NA>       0      3   2008
## 354            0        0   <NA>  <NA>        <NA>       0      5   2010
## 355            0        0   <NA>  <NA>        <NA>       0      6   2006
## 356            0        0   <NA>  <NA>        <NA>       0      8   2007
## 357            0        0   <NA>  <NA>        <NA>       0      7   2009
## 358            0        0   <NA> MnPrv        <NA>       0      8   2007
## 359            0        0   <NA>  <NA>        <NA>       0      7   2006
## 360          374        0   <NA>  <NA>        <NA>       0      6   2006
## 361          192        0   <NA> MnPrv        <NA>       0      6   2007
## 362            0        0   <NA>  <NA>        <NA>       0      7   2008
## 363            0        0   <NA>  <NA>        <NA>       0      7   2009
## 364            0        0   <NA>  <NA>        <NA>       0      5   2009
## 365            0        0   <NA>  <NA>        <NA>       0      7   2006
## 366            0        0   <NA>  <NA>        <NA>       0      7   2009
## 367          185        0   <NA>  <NA>        <NA>       0      7   2009
## 368            0        0   <NA>  <NA>        <NA>       0     12   2008
## 369            0        0   <NA>  <NA>        <NA>       0      3   2010
## 370          182        0   <NA>  <NA>        <NA>       0      3   2010
## 371            0        0   <NA>  <NA>        <NA>       0      1   2006
## 372            0        0   <NA>  <NA>        <NA>       0      7   2008
## 373           90        0   <NA> MnPrv        <NA>       0      2   2010
## 374            0        0   <NA>  GdWo        <NA>       0     11   2009
## 375            0        0   <NA>  <NA>        <NA>       0      7   2007
## 376            0        0   <NA>  <NA>        <NA>       0      3   2009
## 377            0        0   <NA>  <NA>        <NA>       0      7   2006
## 378            0        0   <NA>  <NA>        <NA>       0     12   2007
## 379            0        0   <NA>  <NA>        <NA>       0      6   2010
## 380            0        0   <NA>  <NA>        <NA>       0      6   2009
## 381            0        0   <NA>  <NA>        <NA>       0      5   2010
## 382            0        0   <NA>  <NA>        <NA>       0      8   2006
## 383            0        0   <NA>  <NA>        <NA>       0      4   2007
## 384            0        0   <NA>  <NA>        <NA>       0     10   2009
## 385            0        0   <NA>  <NA>        <NA>       0      6   2007
## 386          144        0   <NA>  <NA>        <NA>       0      4   2010
## 387            0        0   <NA>  <NA>        <NA>       0      5   2006
## 388            0        0   <NA>  GdWo        <NA>       0     10   2009
## 389            0        0   <NA>  <NA>        <NA>       0      7   2008
## 390            0        0   <NA>  <NA>        <NA>       0      8   2008
## 391            0        0   <NA> MnPrv        <NA>       0      4   2008
## 392            0        0   <NA>  <NA>        <NA>       0      6   2009
## 393            0        0   <NA> MnPrv        Shed    1200      7   2007
## 394            0        0   <NA>  GdWo        <NA>       0      4   2006
## 395            0        0   <NA>  <NA>        <NA>       0      7   2007
## 396            0        0   <NA>  <NA>        <NA>       0      6   2010
## 397            0        0   <NA>  <NA>        <NA>       0      9   2009
## 398            0        0   <NA>  <NA>        <NA>       0      7   2007
## 399            0        0   <NA>  <NA>        <NA>       0     11   2007
## 400            0        0   <NA>  <NA>        <NA>       0     10   2009
## 401          224        0   <NA>  <NA>        <NA>       0     12   2008
## 402            0        0   <NA>  <NA>        <NA>       0      7   2006
## 403            0        0   <NA> GdPrv        <NA>       0      8   2008
## 404            0        0   <NA>  <NA>        <NA>       0      7   2006
## 405            0        0   <NA>  <NA>        <NA>       0      5   2007
## 406            0        0   <NA>  GdWo        <NA>       0      6   2009
## 407            0        0   <NA>  <NA>        <NA>       0      3   2008
## 408            0        0   <NA>  <NA>        <NA>       0      3   2008
## 409            0        0   <NA>  <NA>        <NA>       0      8   2007
## 410            0        0   <NA>  <NA>        <NA>       0      4   2008
## 411            0        0   <NA>  <NA>        <NA>       0      6   2009
## 412            0        0   <NA>  <NA>        <NA>       0      1   2006
## 413            0        0   <NA>  <NA>        <NA>       0      6   2010
## 414            0        0   <NA>  <NA>        <NA>       0      3   2010
## 415            0        0   <NA>  <NA>        <NA>       0     12   2008
## 416            0        0   <NA>  <NA>        <NA>       0      8   2007
## 417            0        0   <NA>  <NA>        <NA>       0      3   2006
## 418            0        0   <NA>  <NA>        <NA>       0     11   2007
## 419            0        0   <NA>  <NA>        <NA>       0      4   2007
## 420            0        0   <NA>  <NA>        <NA>       0      7   2010
## 421            0        0   <NA>  <NA>        <NA>       0     11   2008
## 422            0        0   <NA>  <NA>        <NA>       0      6   2009
## 423            0        0   <NA>  <NA>        <NA>       0      2   2008
## 424            0        0   <NA>  <NA>        <NA>       0      6   2008
## 425            0        0   <NA>  <NA>        <NA>       0      5   2008
## 426            0        0   <NA>  <NA>        <NA>       0      9   2009
## 427          396        0   <NA>  <NA>        <NA>       0      8   2009
## 428            0        0   <NA>  <NA>        <NA>       0      7   2008
## 429            0        0   <NA>  <NA>        <NA>       0      9   2007
## 430            0        0   <NA>  <NA>        <NA>       0      3   2009
## 431            0        0   <NA>  <NA>        <NA>       0      7   2008
## 432            0        0   <NA> MnPrv        <NA>       0      9   2008
## 433            0        0   <NA>  <NA>        <NA>       0      8   2007
## 434            0        0   <NA>  <NA>        <NA>       0      7   2008
## 435            0        0   <NA>  <NA>        <NA>       0      6   2008
## 436            0        0   <NA>  <NA>        <NA>       0      4   2009
## 437            0        0   <NA>  <NA>        <NA>       0     10   2006
## 438            0        0   <NA>  <NA>        <NA>       0      1   2009
## 439            0        0   <NA> MnPrv        <NA>       0      3   2007
## 440            0        0   <NA> GdPrv        Shed     800      8   2009
## 441          170        0   <NA>  <NA>        <NA>       0      4   2009
## 442            0        0   <NA>  <NA>        <NA>       0      9   2008
## 443            0        0   <NA>  <NA>        <NA>       0      6   2008
## 444            0        0   <NA>  <NA>        <NA>       0      6   2007
## 445            0        0   <NA>  <NA>        <NA>       0      7   2008
## 446            0        0   <NA> MnPrv        <NA>       0     11   2009
## 447            0        0   <NA>  <NA>        <NA>       0      6   2010
## 448            0        0   <NA>  <NA>        <NA>       0      7   2006
## 449            0        0   <NA>  <NA>        <NA>       0      6   2006
## 450            0        0   <NA>  <NA>        <NA>       0      6   2007
## 451            0        0   <NA>  <NA>        <NA>       0      6   2006
## 452            0        0   <NA>  <NA>        <NA>       0     12   2006
## 453            0        0   <NA>  <NA>        <NA>       0      7   2007
## 454            0        0   <NA>  <NA>        <NA>       0      6   2009
## 455            0        0   <NA>  <NA>        <NA>       0      7   2006
## 456            0        0   <NA>  <NA>        <NA>       0      9   2007
## 457            0        0   <NA>  <NA>        <NA>       0      5   2008
## 458            0        0   <NA>  <NA>        <NA>       0      3   2008
## 459            0        0   <NA> MnPrv        <NA>       0      6   2008
## 460            0        0   <NA>  <NA>        <NA>       0      7   2009
## 461            0        0   <NA>  <NA>        <NA>       0     12   2009
## 462            0        0   <NA> MnPrv        <NA>       0      4   2009
## 463            0        0   <NA>  GdWo        <NA>       0     12   2009
## 464            0        0   <NA>  <NA>        <NA>       0      8   2008
## 465            0        0   <NA>  <NA>        <NA>       0      8   2009
## 466            0        0   <NA>  <NA>        <NA>       0      5   2006
## 467          176        0   <NA>  GdWo        <NA>       0      4   2007
## 468            0        0   <NA>  <NA>        <NA>       0      6   2007
## 469            0        0   <NA>  <NA>        <NA>       0      5   2007
## 470            0        0   <NA>  <NA>        <NA>       0      6   2008
## 471          140        0   <NA>  <NA>        <NA>       0      6   2010
## 472          276        0   <NA>  <NA>        <NA>       0     11   2007
## 473            0        0   <NA>  <NA>        <NA>       0      6   2008
## 474            0        0   <NA>  <NA>        <NA>       0      7   2007
## 475            0        0   <NA>  <NA>        <NA>       0      8   2007
## 476          192        0   <NA>  <NA>        <NA>       0      7   2007
## 477            0        0   <NA>  <NA>        <NA>       0      4   2008
## 478            0        0   <NA>  <NA>        <NA>       0      3   2007
## 479            0        0   <NA>  <NA>        <NA>       0      9   2009
## 480            0        0   <NA> MnPrv        <NA>       0      3   2007
## 481            0        0   <NA>  <NA>        <NA>       0      3   2006
## 482            0        0   <NA>  <NA>        <NA>       0      8   2006
## 483            0        0   <NA>  <NA>        <NA>       0      6   2009
## 484            0        0   <NA>  <NA>        <NA>       0      5   2006
## 485            0        0   <NA>  <NA>        <NA>       0      3   2007
## 486            0        0   <NA>  <NA>        <NA>       0      7   2009
## 487            0        0   <NA>  <NA>        <NA>       0      6   2007
## 488          180        0   <NA>  <NA>        <NA>       0      2   2007
## 489            0        0   <NA>  <NA>        <NA>       0      5   2006
## 490            0        0   <NA>  <NA>        <NA>       0      5   2009
## 491            0        0   <NA>  <NA>        <NA>       0      6   2008
## 492            0        0   <NA> MnPrv        <NA>       0      8   2006
## 493            0        0   <NA>  <NA>        <NA>       0      5   2006
## 494            0        0   <NA>  <NA>        <NA>       0      6   2008
## 495            0        0   <NA>  <NA>        <NA>       0     12   2009
## 496            0        0   <NA>  GdWo        <NA>       0     11   2009
## 497            0        0   <NA>  <NA>        <NA>       0      5   2007
## 498            0        0   <NA> GdPrv        <NA>       0      6   2008
## 499            0        0   <NA> MnPrv        <NA>       0      6   2009
## 500            0        0   <NA>  MnWw        Shed     480      6   2007
## 501            0        0   <NA>  <NA>        <NA>       0      5   2007
## 502            0        0   <NA>  <NA>        <NA>       0      2   2008
## 503            0        0   <NA> GdPrv        Shed     400      4   2007
## 504          161        0   <NA>  GdWo        <NA>       0      3   2010
## 505            0        0   <NA>  <NA>        <NA>       0      6   2009
## 506            0        0   <NA>  <NA>        <NA>       0      7   2009
## 507            0        0   <NA>  <NA>        <NA>       0      9   2006
## 508            0        0   <NA>  <NA>        <NA>       0      9   2009
## 509            0        0   <NA>  <NA>        <NA>       0     10   2008
## 510            0        0   <NA> MnPrv        <NA>       0      7   2009
## 511          168        0   <NA>  <NA>        Shed    2000      6   2009
## 512            0        0   <NA>  <NA>        <NA>       0      3   2006
## 513            0        0   <NA>  <NA>        <NA>       0      7   2006
## 514            0        0   <NA>  <NA>        <NA>       0      6   2007
## 515            0        0   <NA> MnPrv        <NA>       0      6   2007
## 516            0        0   <NA>  <NA>        <NA>       0      9   2009
## 517            0        0   <NA> GdPrv        <NA>       0      8   2009
## 518            0        0   <NA>  <NA>        <NA>       0      7   2009
## 519            0        0   <NA> MnPrv        <NA>       0      5   2007
## 520          145        0   <NA> MnPrv        <NA>       0      6   2009
## 521            0        0   <NA>  <NA>        <NA>       0      8   2008
## 522            0        0   <NA>  <NA>        <NA>       0      5   2007
## 523            0        0   <NA>  <NA>        <NA>       0     10   2006
## 524            0        0   <NA>  <NA>        <NA>       0     10   2007
## 525            0        0   <NA>  <NA>        <NA>       0      8   2007
## 526            0        0   <NA>  <NA>        <NA>       0      4   2006
## 527            0        0   <NA>  <NA>        <NA>       0      6   2007
## 528            0        0   <NA>  <NA>        <NA>       0     11   2008
## 529            0        0   <NA>  <NA>        <NA>       0      7   2007
## 530            0        0   <NA>  <NA>        <NA>       0      3   2007
## 531            0        0   <NA>  <NA>        <NA>       0      8   2008
## 532            0        0   <NA>  <NA>        <NA>       0      6   2008
## 533            0        0   <NA>  <NA>        <NA>       0      4   2010
## 534            0        0   <NA>  <NA>        <NA>       0      1   2007
## 535            0        0   <NA>  <NA>        <NA>       0     10   2006
## 536            0        0   <NA>  <NA>        <NA>       0      1   2008
## 537            0        0   <NA>  <NA>        <NA>       0      7   2008
## 538            0        0   <NA>  MnWw        <NA>       0      4   2008
## 539            0        0   <NA>  <NA>        <NA>       0      7   2006
## 540            0        0   <NA> MnPrv        Shed    2000      5   2010
## 541            0        0   <NA>  <NA>        <NA>       0      3   2009
## 542            0        0   <NA>  <NA>        <NA>       0      6   2007
## 543            0        0   <NA>  <NA>        <NA>       0      6   2009
## 544            0        0   <NA>  <NA>        <NA>       0      6   2007
## 545            0        0   <NA>  <NA>        <NA>       0      9   2006
## 546            0        0   <NA>  <NA>        <NA>       0      2   2006
## 547            0        0   <NA>  <NA>        <NA>       0      5   2007
## 548            0        0   <NA>  <NA>        <NA>       0      4   2007
## 549            0        0   <NA> MnPrv        <NA>       0      6   2008
## 550            0        0   <NA>  <NA>        <NA>       0     11   2009
## 551          200        0   <NA>  <NA>        <NA>       0     10   2008
## 552            0        0   <NA>  <NA>        <NA>       0      6   2008
## 553            0        0   <NA>  <NA>        <NA>       0      7   2009
## 554            0        0   <NA> MnPrv        <NA>       0      5   2009
## 555            0        0   <NA>  <NA>        <NA>       0      8   2008
## 556            0        0   <NA>  <NA>        <NA>       0      8   2006
## 557          122        0   <NA>  MnWw        <NA>       0      5   2006
## 558            0        0   <NA>  <NA>        <NA>       0      9   2006
## 559            0        0   <NA>  <NA>        <NA>       0      8   2008
## 560            0        0   <NA>  <NA>        <NA>       0     10   2006
## 561           95        0   <NA>  <NA>        <NA>       0      5   2010
## 562            0        0   <NA>  <NA>        <NA>       0      4   2006
## 563            0        0   <NA>  <NA>        <NA>       0      7   2008
## 564          144        0   <NA>  <NA>        <NA>       0      7   2008
## 565            0        0   <NA>  <NA>        <NA>       0      7   2006
## 566            0        0   <NA>  <NA>        <NA>       0      5   2010
## 567            0        0   <NA>  <NA>        <NA>       0      6   2008
## 568            0        0   <NA>  <NA>        <NA>       0      3   2010
## 569            0        0   <NA>  <NA>        <NA>       0      9   2009
## 570            0        0   <NA>  <NA>        <NA>       0     12   2006
## 571            0        0   <NA>  <NA>        <NA>       0     11   2008
## 572            0        0   <NA>  <NA>        <NA>       0     10   2006
## 573            0        0   <NA>  <NA>        <NA>       0      7   2009
## 574            0        0   <NA>  <NA>        <NA>       0     12   2007
## 575            0        0   <NA>  GdWo        <NA>       0     12   2007
## 576            0        0   <NA>  <NA>        <NA>       0     10   2008
## 577            0        0   <NA>  <NA>        <NA>       0      8   2009
## 578            0        0   <NA>  <NA>        <NA>       0      5   2006
## 579            0        0   <NA>  <NA>        <NA>       0      2   2008
## 580            0        0   <NA>  <NA>        <NA>       0     11   2008
## 581            0        0   <NA>  <NA>        <NA>       0      6   2007
## 582            0        0   <NA>  <NA>        <NA>       0      8   2009
## 583            0        0   <NA>  <NA>        <NA>       0      5   2007
## 584            0        0   <NA>  <NA>        <NA>       0      7   2008
## 585          120        0   <NA>  <NA>        <NA>       0      7   2009
## 586            0        0   <NA>  <NA>        <NA>       0      3   2006
## 587            0        0   <NA>  MnWw        <NA>       0      5   2008
## 588            0        0   <NA>  <NA>        <NA>       0      7   2009
## 589           60        0   <NA>  <NA>        <NA>       0      6   2009
## 590            0        0   <NA>  <NA>        Shed     600      8   2008
## 591            0        0   <NA>  <NA>        <NA>       0      9   2008
## 592            0        0   <NA>  <NA>        <NA>       0      6   2009
## 593            0        0   <NA>  <NA>        <NA>       0      6   2008
## 594            0        0   <NA>  <NA>        <NA>       0      5   2009
## 595            0        0   <NA> MnPrv        <NA>       0      4   2008
## 596          120        0   <NA>  <NA>        <NA>       0      8   2006
## 597            0        0   <NA>  <NA>        <NA>       0     10   2006
## 598            0        0   <NA>  <NA>        <NA>       0      2   2007
## 599            0        0   <NA>  <NA>        <NA>       0      3   2006
## 600            0        0   <NA> GdPrv        <NA>       0      7   2008
## 601            0        0   <NA>  <NA>        <NA>       0      6   2006
## 602          126        0   <NA>  <NA>        <NA>       0     12   2007
## 603            0        0   <NA>  <NA>        <NA>       0      2   2006
## 604            0        0   <NA>  <NA>        <NA>       0      6   2010
## 605            0        0   <NA>  <NA>        <NA>       0      9   2008
## 606          189        0   <NA>  <NA>        <NA>       0     10   2009
## 607            0        0   <NA> GdPrv        <NA>       0     11   2009
## 608            0        0   <NA>  <NA>        <NA>       0      8   2006
## 609            0        0   <NA>  <NA>        <NA>       0      9   2007
## 610            0        0   <NA>  <NA>        <NA>       0      4   2007
## 611            0        0   <NA>  <NA>        <NA>       0      5   2009
## 612            0        0   <NA> MnPrv        Shed     500      7   2007
## 613            0        0   <NA>  <NA>        <NA>       0     11   2009
## 614            0        0   <NA>  <NA>        <NA>       0     12   2007
## 615            0        0   <NA>  <NA>        <NA>       0      5   2010
## 616            0        0   <NA> MnPrv        <NA>       0      5   2010
## 617            0        0   <NA>  <NA>        <NA>       0      6   2006
## 618            0        0   <NA>  <NA>        <NA>       0      6   2008
## 619          260        0   <NA>  <NA>        <NA>       0      7   2007
## 620            0        0   <NA>  <NA>        <NA>       0      8   2008
## 621            0        0   <NA>  <NA>        <NA>       0      9   2008
## 622            0        0   <NA>  <NA>        <NA>       0      6   2008
## 623            0        0   <NA>  <NA>        <NA>       0      7   2009
## 624            0        0   <NA>  <NA>        <NA>       0      6   2007
## 625          147        0   <NA>  <NA>        <NA>       0     11   2006
## 626          385        0   <NA>  <NA>        <NA>       0      2   2010
## 627            0        0   <NA>  GdWo        Shed     600      8   2007
## 628            0        0   <NA>  <NA>        <NA>       0      3   2010
## 629            0        0   <NA>  <NA>        <NA>       0      9   2007
## 630            0        0   <NA> GdPrv        <NA>       0      6   2008
## 631            0        0   <NA> MnPrv        <NA>       0      6   2006
## 632            0        0   <NA>  <NA>        <NA>       0      8   2007
## 633            0        0   <NA>  <NA>        <NA>       0      4   2009
## 634            0        0   <NA>  <NA>        <NA>       0      7   2007
## 635            0        0   <NA> GdPrv        Shed     600      6   2010
## 636            0        0   <NA>  <NA>        <NA>       0      3   2007
## 637            0        0   <NA>  <NA>        <NA>       0      1   2009
## 638            0        0   <NA>  <NA>        <NA>       0     11   2009
## 639            0        0   <NA> MnPrv        <NA>       0      5   2008
## 640            0        0   <NA>  <NA>        <NA>       0     10   2006
## 641            0        0   <NA>  <NA>        <NA>       0      4   2008
## 642            0        0   <NA>  <NA>        <NA>       0      5   2007
## 643            0        0   <NA> MnPrv        <NA>       0      7   2009
## 644            0        0   <NA>  GdWo        <NA>       0      4   2007
## 645            0        0   <NA>  <NA>        <NA>       0     10   2009
## 646            0        0   <NA>  <NA>        <NA>       0      3   2007
## 647            0        0   <NA>  <NA>        <NA>       0      7   2008
## 648          287        0   <NA>  <NA>        <NA>       0      6   2008
## 649            0        0   <NA>  <NA>        <NA>       0      6   2010
## 650            0        0   <NA> MnPrv        <NA>       0     12   2007
## 651            0        0   <NA>  <NA>        <NA>       0      5   2008
## 652            0        0   <NA> MnPrv        <NA>       0     10   2009
## 653            0        0   <NA>  <NA>        <NA>       0      7   2009
## 654            0        0   <NA> MnPrv        <NA>       0      6   2008
## 655            0        0   <NA>  <NA>        <NA>       0      8   2008
## 656            0        0   <NA>  <NA>        <NA>       0      3   2010
## 657            0        0   <NA> MnPrv        <NA>       0      8   2008
## 658            0        0   <NA> MnPrv        <NA>       0      2   2008
## 659            0        0   <NA>  <NA>        <NA>       0      1   2010
## 660            0        0   <NA> MnPrv        <NA>       0      3   2009
## 661            0        0   <NA>  <NA>        <NA>       0     11   2007
## 662            0        0   <NA>  <NA>        <NA>       0      7   2009
## 663            0        0   <NA>  <NA>        <NA>       0      7   2009
## 664            0        0   <NA> MnPrv        <NA>       0      4   2008
## 665            0        0   <NA>  <NA>        <NA>       0      1   2006
## 666            0        0   <NA>  <NA>        <NA>       0     11   2006
## 667            0        0   <NA>  <NA>        <NA>       0      8   2007
## 668            0        0   <NA>  <NA>        <NA>       0     10   2008
## 669            0        0   <NA>  <NA>        <NA>       0     11   2006
## 670            0        0   <NA>  <NA>        <NA>       0      7   2006
## 671            0        0   <NA>  <NA>        <NA>       0      2   2009
## 672            0        0   <NA>  <NA>        <NA>       0      7   2009
## 673            0        0   <NA>  <NA>        <NA>       0      6   2006
## 674          200        0   <NA>  <NA>        <NA>       0      6   2007
## 675            0        0   <NA>  <NA>        <NA>       0      7   2008
## 676            0        0   <NA>  <NA>        <NA>       0      4   2009
## 677            0        0   <NA>  <NA>        <NA>       0      5   2006
## 678            0        0   <NA>  <NA>        <NA>       0      5   2009
## 679            0        0   <NA>  <NA>        <NA>       0      7   2009
## 680            0        0   <NA>  <NA>        <NA>       0     10   2007
## 681            0        0   <NA>  <NA>        <NA>       0      5   2010
## 682            0        0   <NA>  <NA>        <NA>       0      7   2009
## 683            0        0   <NA>  <NA>        <NA>       0     11   2008
## 684            0        0   <NA>  <NA>        <NA>       0      7   2007
## 685            0        0   <NA>  <NA>        <NA>       0      6   2010
## 686            0        0   <NA>  <NA>        <NA>       0      9   2007
## 687            0        0   <NA>  <NA>        <NA>       0      8   2007
## 688            0        0   <NA>  <NA>        <NA>       0      3   2007
## 689            0        0   <NA>  <NA>        <NA>       0     10   2007
## 690            0        0   <NA>  <NA>        <NA>       0      6   2007
## 691            0        0   <NA>  <NA>        <NA>       0      5   2008
## 692            0        0   <NA>  <NA>        <NA>       0      1   2007
## 693            0        0   <NA>  <NA>        <NA>       0      4   2006
## 694            0        0   <NA>  <NA>        <NA>       0     12   2006
## 695            0        0   <NA> MnPrv        <NA>       0      4   2009
## 696            0        0   <NA>  <NA>        <NA>       0      7   2006
## 697            0        0   <NA>  <NA>        <NA>       0      6   2006
## 698            0        0   <NA>  <NA>        <NA>       0      9   2006
## 699            0        0   <NA> MnPrv        <NA>       0      4   2010
## 700            0        0   <NA>  <NA>        <NA>       0      7   2008
## 701            0        0   <NA>  <NA>        <NA>       0      5   2006
## 702            0        0   <NA>  <NA>        <NA>       0      7   2006
## 703            0        0   <NA>  <NA>        <NA>       0      7   2006
## 704            0        0   <NA> MnPrv        <NA>       0      5   2010
## 705            0        0   <NA>  <NA>        <NA>       0      5   2010
## 706            0        0   <NA>  <NA>        Othr    3500      7   2010
## 707            0        0   <NA>  <NA>        <NA>       0      6   2007
## 708            0        0   <NA>  <NA>        <NA>       0     12   2009
## 709            0        0   <NA>  <NA>        <NA>       0      7   2007
## 710            0        0   <NA> MnPrv        <NA>       0     12   2008
## 711            0        0   <NA>  <NA>        <NA>       0      7   2008
## 712            0        0   <NA>  <NA>        <NA>       0      1   2010
## 713            0        0   <NA>  <NA>        <NA>       0     10   2008
## 714            0        0   <NA>  <NA>        <NA>       0      5   2006
## 715            0        0   <NA>  <NA>        <NA>       0      3   2010
## 716            0        0   <NA> MnPrv        <NA>       0      8   2009
## 717            0        0   <NA>  <NA>        <NA>       0      7   2007
## 718            0        0   <NA> MnPrv        <NA>       0     11   2008
## 719            0        0   <NA>  <NA>        <NA>       0      8   2008
## 720            0        0   <NA>  <NA>        <NA>       0      5   2006
## 721            0        0   <NA>  <NA>        <NA>       0     12   2006
## 722            0        0   <NA>  <NA>        <NA>       0      5   2010
## 723            0        0   <NA>  <NA>        <NA>       0      7   2009
## 724          156        0   <NA>  <NA>        <NA>       0      5   2008
## 725            0        0   <NA>  <NA>        <NA>       0      2   2009
## 726            0        0   <NA>  <NA>        Shed     500     11   2009
## 727            0        0   <NA>  <NA>        <NA>       0     12   2009
## 728            0        0   <NA>  <NA>        <NA>       0      2   2009
## 729            0        0   <NA>  <NA>        <NA>       0      7   2009
## 730            0        0   <NA>  <NA>        <NA>       0      1   2009
## 731            0        0   <NA>  <NA>        <NA>       0      3   2010
## 732            0        0   <NA>  <NA>        <NA>       0      5   2007
## 733            0        0   <NA>  <NA>        <NA>       0      7   2008
## 734            0        0   <NA>  GdWo        Shed     400      3   2009
## 735            0        0   <NA>  <NA>        <NA>       0      5   2007
## 736            0        0   <NA>  <NA>        <NA>       0     10   2006
## 737            0        0   <NA>  <NA>        <NA>       0      7   2006
## 738            0        0   <NA>  <NA>        <NA>       0      6   2006
## 739            0        0   <NA>  <NA>        <NA>       0      3   2009
## 740            0        0   <NA>  <NA>        <NA>       0      4   2009
## 741            0        0   <NA> GdPrv        <NA>       0      5   2007
## 742            0        0   <NA> GdPrv        <NA>       0      5   2008
## 743            0        0   <NA> GdPrv        <NA>       0     12   2007
## 744          100        0   <NA>  <NA>        <NA>       0     10   2009
## 745            0        0   <NA>  <NA>        <NA>       0     10   2008
## 746            0        0   <NA>  <NA>        <NA>       0      7   2008
## 747            0        0   <NA>  <NA>        <NA>       0      4   2009
## 748            0        0   <NA>  <NA>        <NA>       0      5   2009
## 749            0        0   <NA>  <NA>        <NA>       0      3   2010
## 750            0        0   <NA>  <NA>        <NA>       0      4   2009
## 751            0        0   <NA>  <NA>        <NA>       0      6   2010
## 752            0        0   <NA>  <NA>        <NA>       0      8   2007
## 753            0        0   <NA>  <NA>        <NA>       0      7   2006
## 754            0        0   <NA>  <NA>        <NA>       0      3   2006
## 755            0        0   <NA>  <NA>        <NA>       0      7   2009
## 756            0        0   <NA>  <NA>        <NA>       0      3   2009
## 757            0        0   <NA>  <NA>        <NA>       0      4   2009
## 758            0        0   <NA> GdPrv        <NA>       0      4   2010
## 759            0        0   <NA>  <NA>        <NA>       0      8   2008
## 760            0        0   <NA>  <NA>        <NA>       0     11   2007
## 761            0        0   <NA>  <NA>        Shed     450     10   2009
## 762            0        0   <NA>  <NA>        <NA>       0     10   2009
## 763            0        0   <NA>  <NA>        <NA>       0      6   2010
## 764          180        0   <NA>  <NA>        <NA>       0      7   2009
## 765          216        0   <NA>  <NA>        <NA>       0      4   2006
## 766            0        0   <NA>  <NA>        <NA>       0      8   2008
## 767            0        0   <NA> MnPrv        Shed     500      3   2010
## 768            0        0   <NA>  <NA>        Shed    1300      7   2008
## 769            0        0   <NA>  <NA>        <NA>       0     10   2006
## 770          210        0   <NA>  <NA>        <NA>       0      6   2010
## 771            0        0   <NA>  <NA>        <NA>       0      4   2009
## 772            0        0   <NA>  <NA>        <NA>       0      4   2006
## 773            0        0   <NA> MnPrv        <NA>       0      3   2010
## 774            0        0   <NA>  <NA>        <NA>       0      7   2007
## 775            0        0   <NA>  <NA>        <NA>       0      7   2007
## 776            0        0   <NA>  <NA>        <NA>       0      6   2009
## 777            0        0   <NA>  <NA>        <NA>       0      7   2006
## 778            0        0   <NA> MnPrv        <NA>       0      6   2006
## 779            0        0   <NA>  <NA>        <NA>       0     10   2007
## 780            0        0   <NA>  <NA>        <NA>       0      5   2006
## 781            0        0   <NA>  <NA>        <NA>       0      6   2007
## 782            0        0   <NA>  <NA>        <NA>       0      7   2006
## 783            0        0   <NA>  <NA>        <NA>       0      6   2009
## 784            0        0   <NA>  <NA>        <NA>       0      7   2009
## 785            0        0   <NA>  <NA>        <NA>       0      6   2008
## 786          197        0   <NA>  <NA>        <NA>       0      9   2009
## 787            0        0   <NA>  <NA>        Shed    1200      6   2010
## 788            0        0   <NA>  <NA>        <NA>       0      1   2010
## 789            0        0   <NA>  <NA>        <NA>       0      8   2008
## 790            0        0   <NA>  <NA>        <NA>       0      7   2007
## 791            0        0   <NA>  <NA>        <NA>       0      9   2009
## 792            0        0   <NA>  <NA>        <NA>       0      5   2007
## 793            0        0   <NA>  <NA>        <NA>       0      6   2007
## 794            0        0   <NA>  <NA>        <NA>       0      6   2007
## 795            0        0   <NA>  <NA>        Shed     500     10   2008
## 796          204        0   <NA> MnPrv        <NA>       0      4   2010
## 797            0        0   <NA> MnPrv        <NA>       0      4   2007
## 798            0        0   <NA>  <NA>        <NA>       0      4   2008
## 799            0        0   <NA>  <NA>        <NA>       0      7   2009
## 800            0        0   <NA> MnPrv        <NA>       0      6   2007
## 801            0        0   <NA>  <NA>        Shed     400      5   2008
## 802            0        0   <NA>  <NA>        <NA>       0      7   2007
## 803            0        0   <NA>  <NA>        <NA>       0     10   2008
## 804          192        0   <NA>  <NA>        <NA>       0      1   2009
## 805            0        0   <NA>  GdWo        <NA>       0      6   2006
## 806            0        0   <NA>  <NA>        <NA>       0      7   2008
## 807            0        0   <NA>  <NA>        <NA>       0     10   2006
## 808            0        0   <NA>  <NA>        <NA>       0      5   2009
## 809            0        0   <NA>  GdWo        <NA>       0      6   2006
## 810            0        0   <NA> MnPrv        <NA>       0     11   2009
## 811            0      648     Fa GdPrv        <NA>       0      1   2006
## 812            0        0   <NA>  <NA>        <NA>       0      6   2008
## 813            0        0   <NA>  <NA>        Shed      54      6   2010
## 814            0        0   <NA>  <NA>        Shed     500      4   2007
## 815            0        0   <NA>  <NA>        <NA>       0      7   2006
## 816            0        0   <NA>  <NA>        <NA>       0      5   2010
## 817            0        0   <NA>  <NA>        <NA>       0      7   2006
## 818            0        0   <NA>  <NA>        <NA>       0      7   2008
## 819            0        0   <NA> MnPrv        <NA>       0      6   2010
## 820            0        0   <NA>  <NA>        <NA>       0      6   2010
## 821            0        0   <NA>  <NA>        <NA>       0      6   2008
## 822            0        0   <NA>  <NA>        <NA>       0      2   2009
## 823            0        0   <NA>  <NA>        <NA>       0     10   2007
## 824            0        0   <NA>  GdWo        <NA>       0      7   2009
## 825            0        0   <NA>  <NA>        <NA>       0      6   2006
## 826            0        0   <NA>  <NA>        <NA>       0      6   2008
## 827            0        0   <NA>  <NA>        <NA>       0      5   2008
## 828            0        0   <NA>  <NA>        <NA>       0      4   2009
## 829          225        0   <NA>  <NA>        <NA>       0      6   2009
## 830            0        0   <NA>  <NA>        <NA>       0      7   2006
## 831          192        0   <NA>  <NA>        <NA>       0      6   2008
## 832            0        0   <NA>  <NA>        <NA>       0      6   2006
## 833            0        0   <NA>  <NA>        <NA>       0      1   2010
## 834          152        0   <NA>  <NA>        <NA>       0      2   2009
## 835            0        0   <NA>  GdWo        <NA>       0      9   2008
## 836            0        0   <NA>  <NA>        <NA>       0      2   2010
## 837            0        0   <NA>  GdWo        <NA>       0      6   2007
## 838            0        0   <NA>  <NA>        <NA>       0     11   2008
## 839            0        0   <NA>  <NA>        <NA>       0      6   2008
## 840            0        0   <NA>  <NA>        <NA>       0      5   2008
## 841            0        0   <NA>  <NA>        <NA>       0      3   2008
## 842            0        0   <NA>  <NA>        <NA>       0      6   2008
## 843            0        0   <NA> GdPrv        <NA>       0      5   2008
## 844            0        0   <NA>  <NA>        <NA>       0      7   2007
## 845            0        0   <NA>  <NA>        <NA>       0      6   2008
## 846            0        0   <NA>  <NA>        <NA>       0      1   2007
## 847            0        0   <NA>  <NA>        <NA>       0      7   2009
## 848            0        0   <NA>  <NA>        <NA>       0      8   2009
## 849          175        0   <NA>  <NA>        <NA>       0      9   2008
## 850            0        0   <NA>  <NA>        <NA>       0      8   2007
## 851            0        0   <NA>  <NA>        <NA>       0     11   2007
## 852            0        0   <NA>  <NA>        <NA>       0      5   2006
## 853          126        0   <NA> MnPrv        <NA>       0      8   2007
## 854            0        0   <NA> MnPrv        <NA>       0      8   2009
## 855          312        0   <NA>  <NA>        <NA>       0      7   2006
## 856            0        0   <NA>  <NA>        <NA>       0      4   2010
## 857            0        0   <NA> MnPrv        <NA>       0     10   2008
## 858            0        0   <NA>  <NA>        <NA>       0      3   2009
## 859            0        0   <NA> MnPrv        <NA>       0      6   2009
## 860          222        0   <NA>  <NA>        <NA>       0      8   2006
## 861            0        0   <NA> GdPrv        <NA>       0      6   2007
## 862            0        0   <NA>  <NA>        <NA>       0      4   2010
## 863            0        0   <NA> GdPrv        <NA>       0      5   2010
## 864            0        0   <NA> GdPrv        <NA>       0      7   2009
## 865            0        0   <NA>  <NA>        <NA>       0      5   2008
## 866            0        0   <NA> MnPrv        <NA>       0      8   2009
## 867            0        0   <NA>  <NA>        <NA>       0     11   2007
## 868            0        0   <NA>  <NA>        Shed     400      5   2007
## 869            0        0   <NA>  <NA>        <NA>       0      5   2006
## 870            0        0   <NA> GdPrv        <NA>       0      6   2010
## 871            0        0   <NA>  <NA>        <NA>       0      8   2009
## 872            0        0   <NA>  <NA>        <NA>       0      6   2010
## 873            0        0   <NA>  GdWo        <NA>       0     10   2008
## 874            0        0   <NA>  <NA>        Othr       0      9   2009
## 875            0        0   <NA>  <NA>        <NA>       0      8   2009
## 876            0        0   <NA>  <NA>        <NA>       0      8   2007
## 877            0        0   <NA>  <NA>        <NA>       0      1   2007
## 878            0        0   <NA>  <NA>        <NA>       0      6   2009
## 879            0        0   <NA> MnPrv        Shed     400      6   2010
## 880            0        0   <NA>  GdWo        <NA>       0      7   2009
## 881            0        0   <NA>  <NA>        <NA>       0      6   2007
## 882            0        0   <NA>  <NA>        <NA>       0      4   2007
## 883            0        0   <NA> MnPrv        <NA>       0     12   2009
## 884            0        0   <NA>  <NA>        <NA>       0      3   2006
## 885            0        0   <NA>  GdWo        <NA>       0      7   2009
## 886            0        0   <NA>  <NA>        <NA>       0      1   2008
## 887            0        0   <NA>  <NA>        <NA>       0      6   2006
## 888          265        0   <NA>  <NA>        <NA>       0      4   2008
## 889          224        0   <NA>  <NA>        <NA>       0     10   2007
## 890            0        0   <NA>  <NA>        <NA>       0      2   2009
## 891            0        0   <NA> MnPrv        Shed    2000      7   2007
## 892            0        0   <NA>  <NA>        <NA>       0      7   2009
## 893            0        0   <NA> MnPrv        <NA>       0      2   2006
## 894            0        0   <NA> GdPrv        <NA>       0      6   2008
## 895            0        0   <NA>  <NA>        <NA>       0      6   2009
## 896            0        0   <NA>  <NA>        <NA>       0     10   2008
## 897            0        0   <NA>  <NA>        <NA>       0      4   2006
## 898            0        0   <NA>  <NA>        <NA>       0      6   2009
## 899            0        0   <NA>  <NA>        <NA>       0      3   2010
## 900            0        0   <NA>  <NA>        <NA>       0      6   2006
## 901            0        0   <NA>  <NA>        <NA>       0      6   2007
## 902            0        0   <NA>  <NA>        <NA>       0      5   2009
## 903            0        0   <NA>  <NA>        <NA>       0      7   2006
## 904            0        0   <NA>  <NA>        <NA>       0      8   2006
## 905            0        0   <NA> MnPrv        <NA>       0      8   2007
## 906            0        0   <NA> MnPrv        <NA>       0      2   2010
## 907            0        0   <NA>  <NA>        <NA>       0      6   2007
## 908          322        0   <NA>  <NA>        <NA>       0      6   2006
## 909            0        0   <NA> MnPrv        <NA>       0      6   2006
## 910            0        0   <NA>  <NA>        <NA>       0      6   2009
## 911            0        0   <NA>  <NA>        <NA>       0      1   2010
## 912            0        0   <NA>  <NA>        <NA>       0     10   2009
## 913          120        0   <NA> MnPrv        Shed     620      7   2006
## 914            0        0   <NA>  <NA>        <NA>       0      8   2007
## 915            0        0   <NA>  <NA>        <NA>       0      6   2009
## 916            0        0   <NA>  <NA>        <NA>       0      1   2007
## 917            0        0   <NA>  <NA>        <NA>       0     10   2006
## 918            0        0   <NA>  <NA>        <NA>       0      4   2009
## 919            0        0   <NA> GdPrv        <NA>       0     11   2007
## 920          190        0   <NA>  <NA>        <NA>       0      5   2008
## 921            0        0   <NA>  <NA>        <NA>       0      7   2007
## 922            0        0   <NA> GdPrv        <NA>       0      9   2008
## 923            0        0   <NA>  <NA>        <NA>       0     10   2006
## 924            0        0   <NA>  <NA>        <NA>       0      7   2008
## 925            0        0   <NA>  <NA>        <NA>       0      5   2006
## 926            0        0   <NA>  <NA>        <NA>       0      3   2008
## 927            0        0   <NA>  <NA>        <NA>       0      5   2007
## 928            0        0   <NA> GdPrv        <NA>       0      4   2008
## 929            0        0   <NA>  <NA>        <NA>       0      6   2009
## 930            0        0   <NA>  <NA>        <NA>       0     11   2006
## 931            0        0   <NA>  <NA>        <NA>       0      7   2009
## 932            0        0   <NA>  GdWo        <NA>       0      7   2009
## 933            0        0   <NA>  <NA>        <NA>       0      3   2007
## 934            0        0   <NA>  <NA>        <NA>       0      8   2009
## 935            0        0   <NA>  <NA>        <NA>       0     11   2008
## 936            0        0   <NA>  <NA>        <NA>       0      6   2006
## 937            0        0   <NA>  <NA>        <NA>       0      8   2009
## 938            0        0   <NA>  <NA>        <NA>       0      2   2009
## 939            0        0   <NA>  <NA>        <NA>       0      8   2006
## 940            0        0   <NA>  <NA>        <NA>       0      6   2010
## 941            0        0   <NA>  <NA>        <NA>       0      7   2006
## 942            0        0   <NA> GdPrv        <NA>       0      6   2009
## 943            0        0   <NA>  <NA>        <NA>       0      8   2007
## 944            0        0   <NA>  <NA>        <NA>       0      6   2007
## 945          233        0   <NA>  <NA>        <NA>       0      1   2009
## 946            0        0   <NA>  MnWw        <NA>       0      9   2009
## 947            0        0   <NA>  <NA>        <NA>       0      3   2006
## 948            0        0   <NA>  <NA>        <NA>       0     11   2007
## 949            0        0   <NA>  <NA>        <NA>       0      2   2006
## 950            0        0   <NA>  <NA>        <NA>       0      3   2010
## 951            0        0   <NA>  <NA>        <NA>       0      7   2007
## 952            0        0   <NA> MnPrv        <NA>       0      7   2006
## 953            0        0   <NA> MnPrv        <NA>       0      4   2009
## 954            0        0   <NA> MnPrv        Shed     400      9   2008
## 955            0        0   <NA>  <NA>        <NA>       0     10   2006
## 956            0        0   <NA>  <NA>        <NA>       0      8   2007
## 957            0        0   <NA> GdPrv        <NA>       0      5   2009
## 958            0        0   <NA>  <NA>        <NA>       0      4   2007
## 959            0        0   <NA>  <NA>        <NA>       0     10   2007
## 960            0        0   <NA>  <NA>        <NA>       0      5   2010
## 961            0        0   <NA>  <NA>        <NA>       0      2   2010
## 962            0        0   <NA>  <NA>        <NA>       0      7   2008
## 963            0        0   <NA>  <NA>        <NA>       0      7   2007
## 964            0        0   <NA>  <NA>        <NA>       0      5   2009
## 965            0        0   <NA>  <NA>        <NA>       0      2   2010
## 966            0        0   <NA>  <NA>        <NA>       0      7   2007
## 967            0        0   <NA>  <NA>        <NA>       0      6   2009
## 968            0        0   <NA>  <NA>        <NA>       0      7   2008
## 969            0        0   <NA>  GdWo        <NA>       0      5   2009
## 970            0        0   <NA>  <NA>        <NA>       0      3   2006
## 971            0        0   <NA>  <NA>        <NA>       0     12   2006
## 972            0        0   <NA>  <NA>        <NA>       0      7   2009
## 973            0        0   <NA>  <NA>        <NA>       0      4   2010
## 974            0        0   <NA>  <NA>        <NA>       0     12   2008
## 975            0        0   <NA> GdPrv        <NA>       0     10   2009
## 976            0        0   <NA>  <NA>        <NA>       0      4   2006
## 977            0        0   <NA>  <NA>        <NA>       0      8   2006
## 978            0        0   <NA>  <NA>        <NA>       0     11   2007
## 979            0        0   <NA>  <NA>        <NA>       0      5   2007
## 980            0        0   <NA> MnPrv        <NA>       0      6   2009
## 981            0        0   <NA>  <NA>        <NA>       0      7   2008
## 982            0        0   <NA>  <NA>        <NA>       0      7   2009
## 983            0        0   <NA>  <NA>        <NA>       0      3   2008
## 984            0        0   <NA>  <NA>        <NA>       0      5   2008
## 985            0        0   <NA>  <NA>        <NA>       0      8   2009
## 986            0        0   <NA>  <NA>        <NA>       0      8   2008
## 987            0        0   <NA>  <NA>        <NA>       0      6   2006
## 988            0        0   <NA>  <NA>        <NA>       0      4   2010
## 989            0        0   <NA>  <NA>        <NA>       0      6   2007
## 990            0        0   <NA>  <NA>        <NA>       0      8   2006
## 991            0        0   <NA>  <NA>        <NA>       0      6   2006
## 992            0        0   <NA>  <NA>        <NA>       0     11   2009
## 993            0        0   <NA>  MnWw        <NA>       0      7   2007
## 994            0        0   <NA>  <NA>        <NA>       0      8   2006
## 995            0        0   <NA>  <NA>        <NA>       0      7   2009
## 996           63        0   <NA> MnPrv        <NA>       0      8   2006
## 997            0        0   <NA>  <NA>        <NA>       0      1   2006
## 998            0        0   <NA>  <NA>        <NA>       0      2   2009
## 999            0        0   <NA>  <NA>        <NA>       0      5   2006
## 1000           0        0   <NA>  <NA>        <NA>       0      2   2010
## 1001           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1002           0        0   <NA>  <NA>        <NA>       0      1   2007
## 1003           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1004           0        0   <NA>  <NA>        <NA>       0      6   2007
## 1005           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1006           0        0   <NA>  <NA>        <NA>       0     11   2008
## 1007         147        0   <NA>  <NA>        <NA>       0      3   2007
## 1008           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1009         180        0   <NA>  <NA>        <NA>       0      4   2009
## 1010           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1011           0        0   <NA>  <NA>        <NA>       0      8   2008
## 1012           0        0   <NA>  <NA>        <NA>       0      5   2010
## 1013          53        0   <NA>  <NA>        <NA>       0      8   2007
## 1014           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1015           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1016           0        0   <NA>  <NA>        <NA>       0     11   2009
## 1017           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1018           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1019           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1020           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1021           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1022           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1023           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1024           0        0   <NA>  <NA>        <NA>       0      5   2008
## 1025           0        0   <NA>  <NA>        <NA>       0      5   2008
## 1026           0        0   <NA> MnPrv        <NA>       0      3   2007
## 1027         143        0   <NA>  <NA>        <NA>       0      4   2010
## 1028           0        0   <NA>  <NA>        <NA>       0      4   2008
## 1029           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1030           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1031           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1032           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1033           0        0   <NA>  <NA>        <NA>       0     11   2006
## 1034           0        0   <NA>  <NA>        <NA>       0      2   2006
## 1035           0        0   <NA> MnPrv        <NA>       0      6   2007
## 1036           0        0   <NA>  <NA>        <NA>       0      1   2009
## 1037           0        0   <NA>  <NA>        <NA>       0      9   2009
## 1038         189        0   <NA>  <NA>        <NA>       0      9   2008
## 1039           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1040           0        0   <NA>  <NA>        <NA>       0      4   2009
## 1041           0        0   <NA> GdPrv        <NA>       0      1   2006
## 1042           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1043           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1044           0        0   <NA>  <NA>        <NA>       0      5   2008
## 1045           0        0   <NA> MnPrv        <NA>       0      7   2009
## 1046           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1047           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1048           0        0   <NA>  <NA>        <NA>       0      2   2008
## 1049           0        0   <NA> GdPrv        <NA>       0     11   2009
## 1050           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1051           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1052           0        0   <NA>  <NA>        <NA>       0     10   2007
## 1053           0        0   <NA> GdPrv        <NA>       0      6   2007
## 1054           0        0   <NA>  <NA>        <NA>       0      5   2010
## 1055           0        0   <NA>  <NA>        <NA>       0     11   2006
## 1056         189        0   <NA> MnPrv        <NA>       0      5   2008
## 1057           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1058           0        0   <NA>  <NA>        <NA>       0      1   2009
## 1059           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1060           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1061           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1062           0        0   <NA>  <NA>        Shed     560      8   2008
## 1063           0        0   <NA>  <NA>        <NA>       0      9   2007
## 1064           0        0   <NA> MnPrv        <NA>       0      7   2006
## 1065           0        0   <NA> MnPrv        <NA>       0     11   2009
## 1066           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1067           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1068         189        0   <NA>  <NA>        <NA>       0      6   2008
## 1069           0        0   <NA> GdPrv        <NA>       0      6   2006
## 1070           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1071         192        0   <NA>  <NA>        <NA>       0      6   2007
## 1072           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1073           0        0   <NA>  <NA>        <NA>       0      8   2006
## 1074           0        0   <NA> MnPrv        <NA>       0      7   2009
## 1075           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1076           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1077           0        0   <NA>  <NA>        Shed     500      4   2006
## 1078           0        0   <NA>  <NA>        <NA>       0      3   2006
## 1079           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1080           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1081           0        0   <NA>  <NA>        <NA>       0     10   2008
## 1082           0        0   <NA> MnPrv        <NA>       0      6   2010
## 1083           0        0   <NA>  <NA>        <NA>       0      9   2007
## 1084           0        0   <NA> MnPrv        Shed     700      3   2006
## 1085           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1086           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1087           0        0   <NA>  <NA>        <NA>       0      5   2010
## 1088           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1089           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1090           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1091           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1092           0        0   <NA>  <NA>        <NA>       0      3   2008
## 1093           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1094           0        0   <NA> MnPrv        <NA>       0     10   2006
## 1095         160        0   <NA>  <NA>        <NA>       0      5   2010
## 1096           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1097           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1098           0        0   <NA>  <NA>        <NA>       0     10   2007
## 1099           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1100           0        0   <NA>  <NA>        <NA>       0      4   2009
## 1101           0        0   <NA>  <NA>        <NA>       0      1   2009
## 1102           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1103           0        0   <NA>  MnWw        <NA>       0      4   2007
## 1104           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1105           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1106           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1107           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1108           0        0   <NA>  <NA>        <NA>       0      9   2006
## 1109           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1110           0        0   <NA>  <NA>        <NA>       0      3   2009
## 1111           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1112           0        0   <NA>  <NA>        <NA>       0      9   2008
## 1113           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1114           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1115           0        0   <NA> MnPrv        <NA>       0      8   2006
## 1116           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1117           0        0   <NA>  <NA>        <NA>       0      3   2009
## 1118           0        0   <NA>  <NA>        <NA>       0      5   2008
## 1119           0        0   <NA>  <NA>        <NA>       0     12   2008
## 1120           0        0   <NA>  GdWo        <NA>       0      7   2006
## 1121           0        0   <NA> MnPrv        <NA>       0      5   2007
## 1122           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1123         160        0   <NA> MnPrv        <NA>       0     10   2009
## 1124           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1125           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1126           0        0   <NA>  <NA>        <NA>       0     11   2009
## 1127           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1128           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1129           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1130           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1131           0        0   <NA> MnPrv        <NA>       0     12   2009
## 1132           0        0   <NA> MnPrv        <NA>       0      9   2007
## 1133           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1134           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1135           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1136           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1137           0        0   <NA>  <NA>        <NA>       0      4   2008
## 1138           0        0   <NA>  <NA>        <NA>       0      5   2010
## 1139           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1140         126        0   <NA>  <NA>        <NA>       0      5   2007
## 1141           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1142           0        0   <NA>  <NA>        <NA>       0     10   2009
## 1143           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1144           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1145           0        0   <NA> MnPrv        <NA>       0      7   2010
## 1146           0        0   <NA>  <NA>        <NA>       0      8   2006
## 1147           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1148           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1149           0        0   <NA>  <NA>        <NA>       0      8   2008
## 1150           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1151           0        0   <NA> GdPrv        <NA>       0     11   2007
## 1152         100        0   <NA>  <NA>        <NA>       0     11   2006
## 1153           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1154           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1155         273        0   <NA> GdPrv        <NA>       0      5   2008
## 1156         180        0   <NA>  <NA>        <NA>       0      7   2007
## 1157           0        0   <NA> MnPrv        <NA>       0     10   2008
## 1158           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1159           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1160           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1161           0        0   <NA>  <NA>        <NA>       0      7   2010
## 1162           0        0   <NA>  <NA>        <NA>       0     11   2008
## 1163           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1164           0        0   <NA>  <NA>        <NA>       0      1   2008
## 1165           0        0   <NA>  <NA>        <NA>       0      6   2007
## 1166           0        0   <NA>  <NA>        <NA>       0      9   2009
## 1167           0        0   <NA>  <NA>        <NA>       0      2   2010
## 1168           0        0   <NA>  <NA>        <NA>       0      2   2006
## 1169          90        0   <NA>  <NA>        <NA>       0      7   2008
## 1170           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1171           0      576     Gd GdPrv        <NA>       0      7   2008
## 1172         288        0   <NA>  <NA>        Shed    1400     11   2008
## 1173           0        0   <NA>  <NA>        <NA>       0      3   2008
## 1174           0        0   <NA> MnPrv        <NA>       0      3   2007
## 1175           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1176           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1177           0        0   <NA> MnPrv        <NA>       0     10   2008
## 1178           0        0   <NA>  <NA>        <NA>       0     12   2009
## 1179           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1180           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1181           0        0   <NA> GdPrv        <NA>       0      4   2006
## 1182           0        0   <NA>  <NA>        <NA>       0     11   2008
## 1183           0      555     Ex MnPrv        <NA>       0      7   2007
## 1184           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1185         263        0   <NA>  <NA>        <NA>       0      5   2007
## 1186           0        0   <NA>  <NA>        <NA>       0      3   2006
## 1187           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1188           0        0   <NA> GdPrv        <NA>       0      7   2006
## 1189           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1190           0        0   <NA>  <NA>        <NA>       0      6   2010
## 1191           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1192           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1193           0        0   <NA>  GdWo        <NA>       0      7   2007
## 1194           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1195           0        0   <NA> MnPrv        <NA>       0      3   2010
## 1196           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1197           0        0   <NA>  <NA>        <NA>       0     11   2006
## 1198           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1199           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1200           0        0   <NA>  <NA>        <NA>       0     10   2006
## 1201           0        0   <NA>  <NA>        Shed       0      7   2006
## 1202           0        0   <NA>  <NA>        <NA>       0      3   2009
## 1203           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1204           0        0   <NA>  <NA>        <NA>       0     10   2009
## 1205           0        0   <NA> MnPrv        <NA>       0      7   2006
## 1206           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1207           0        0   <NA> MnPrv        <NA>       0     11   2006
## 1208           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1209           0        0   <NA>  <NA>        <NA>       0     10   2008
## 1210           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1211           0        0   <NA> GdPrv        Shed     400      5   2010
## 1212           0        0   <NA>  <NA>        <NA>       0      6   2010
## 1213           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1214           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1215           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1216           0        0   <NA> MnPrv        <NA>       0      5   2007
## 1217           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1218           0        0   <NA>  <NA>        <NA>       0      9   2009
## 1219           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1220           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1221           0        0   <NA>  <NA>        <NA>       0     11   2006
## 1222           0        0   <NA>  <NA>        <NA>       0      8   2008
## 1223           0        0   <NA>  GdWo        <NA>       0      1   2007
## 1224           0        0   <NA> MnPrv        <NA>       0     10   2006
## 1225           0        0   <NA>  <NA>        <NA>       0      2   2008
## 1226           0        0   <NA>  MnWw        <NA>       0      6   2007
## 1227           0        0   <NA>  <NA>        <NA>       0      1   2008
## 1228           0        0   <NA>  <NA>        <NA>       0     12   2008
## 1229         224        0   <NA>  <NA>        <NA>       0     10   2008
## 1230           0        0   <NA>  GdWo        <NA>       0      8   2008
## 1231           0        0   <NA>  <NA>        Gar2    8300      8   2007
## 1232           0        0   <NA>  GdWo        <NA>       0      5   2006
## 1233           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1234           0        0   <NA> MnPrv        <NA>       0      5   2010
##      SaleType SaleCondition SalePrice
## 1          WD        Normal    208500
## 2          WD        Normal    181500
## 3          WD        Normal    223500
## 4          WD       Abnorml    140000
## 5          WD        Normal    250000
## 6          WD        Normal    143000
## 7          WD        Normal    307000
## 8          WD        Normal    200000
## 9          WD       Abnorml    129900
## 10         WD        Normal    118000
## 11         WD        Normal    129500
## 12        New       Partial    345000
## 13         WD        Normal    144000
## 14        New       Partial    279500
## 15         WD        Normal    157000
## 16         WD        Normal    132000
## 17         WD        Normal    149000
## 18         WD        Normal     90000
## 19         WD        Normal    159000
## 20        COD       Abnorml    139000
## 21        New       Partial    325300
## 22         WD        Normal    139400
## 23         WD        Normal    230000
## 24         WD        Normal    129900
## 25         WD        Normal    154000
## 26         WD        Normal    256300
## 27         WD        Normal    134800
## 28         WD        Normal    306000
## 29         WD        Normal    207500
## 30         WD        Normal     68500
## 31         WD        Normal     40000
## 32         WD        Normal    149350
## 33         WD        Normal    179900
## 34         WD        Normal    165500
## 35         WD        Normal    277500
## 36         WD        Normal    309000
## 37         WD        Normal    145000
## 38         WD        Normal    153000
## 39         WD       Abnorml    109000
## 40         WD       AdjLand     82000
## 41         WD       Abnorml    160000
## 42         WD        Normal    170000
## 43         WD        Normal    144000
## 44         WD        Normal    130250
## 45         WD        Normal    141000
## 46         WD        Normal    319900
## 47         WD       Abnorml    239686
## 48         WD        Normal    249700
## 49        New       Partial    113000
## 50         WD        Normal    127000
## 51         WD        Normal    177000
## 52         WD        Normal    114500
## 53         WD        Normal    110000
## 54         WD        Normal    385000
## 55         WD        Normal    130000
## 56         WD        Normal    180500
## 57         WD       Abnorml    172500
## 58         WD        Normal    196500
## 59        New       Partial    438780
## 60         WD        Normal    124900
## 61        New       Partial    158000
## 62         WD        Normal    101000
## 63         WD        Normal    202500
## 64         WD        Normal    140000
## 65         WD        Normal    219500
## 66         WD        Normal    317000
## 67         WD        Normal    180000
## 68         WD        Normal    226000
## 69         WD        Normal     80000
## 70         WD        Normal    225000
## 71         WD        Normal    244000
## 72         WD        Normal    129500
## 73         WD        Normal    185000
## 74         WD        Normal    144900
## 75         WD        Normal    107400
## 76         WD        Normal     91000
## 77         WD        Normal    135750
## 78         WD        Normal    127000
## 79         WD        Normal    136500
## 80         WD        Normal    110000
## 81         WD        Normal    193500
## 82         WD        Normal    153500
## 83         WD        Normal    245000
## 84        COD        Normal    126500
## 85         WD        Normal    168500
## 86         WD        Normal    260000
## 87         WD        Normal    174000
## 88        New       Partial    164500
## 89      ConLD       Abnorml     85000
## 90         WD        Normal    123600
## 91         WD        Normal    109900
## 92         WD       Abnorml     98600
## 93         WD        Normal    163500
## 94         WD        Normal    133900
## 95         WD        Normal    204750
## 96         WD        Normal    185000
## 97         WD        Normal    214000
## 98         WD        Normal     94750
## 99        COD       Abnorml     83000
## 100        WD        Normal    128950
## 101        WD        Normal    205000
## 102        WD        Normal    178000
## 103        WD        Alloca    118964
## 104        WD        Normal    198900
## 105        WD        Normal    169500
## 106        WD        Normal    250000
## 107        WD        Normal    100000
## 108        WD       Partial    115000
## 109        WD        Normal    115000
## 110       COD        Normal    190000
## 111        WD        Normal    136900
## 112        WD        Normal    180000
## 113       New       Partial    383970
## 114       COD       Abnorml    217000
## 115        WD        Normal    259500
## 116        WD        Normal    176000
## 117        WD        Normal    139000
## 118       New       Partial    155000
## 119        WD        Normal    320000
## 120       New       Partial    163990
## 121        WD        Normal    180000
## 122        WD        Normal    100000
## 123        WD        Normal    136000
## 124        WD        Normal    153900
## 125        WD        Normal    181000
## 126        WD        Normal     84500
## 127        WD        Normal    128000
## 128        WD        Normal     87000
## 129        WD        Normal    155000
## 130        WD       Abnorml    150000
## 131        WD        Normal    226000
## 132        WD        Normal    244000
## 133        WD        Normal    150750
## 134        WD        Normal    220000
## 135        WD        Normal    180000
## 136        WD        Normal    174000
## 137        WD        Normal    143000
## 138        WD        Family    171000
## 139        WD        Normal    230000
## 140        WD        Normal    231500
## 141     ConLI        Normal    115000
## 142        WD        Normal    260000
## 143        WD        Normal    166000
## 144        WD        Normal    204000
## 145     ConLI       Abnorml    125000
## 146        WD        Normal    130000
## 147        WD        Normal    105000
## 148        WD        Normal    222500
## 149        WD        Normal    141000
## 150        WD        Normal    115000
## 151        WD        Normal    122000
## 152       New       Partial    372402
## 153        WD        Normal    190000
## 154        WD        Normal    235000
## 155        WD        Family    125000
## 156        WD        Normal     79000
## 157        WD        Normal    109500
## 158       New       Partial    269500
## 159        WD        Normal    254900
## 160       New       Partial    320000
## 161        WD        Normal    162500
## 162        WD        Normal    412500
## 163       New       Partial    220000
## 164        WD        Normal    103200
## 165        WD        Normal    152000
## 166        WD        Normal    127500
## 167       COD        Normal    190000
## 168       New       Partial    325624
## 169        WD        Normal    183500
## 170        WD        Normal    228000
## 171        WD        Normal    128500
## 172        WD        Normal    215000
## 173        WD        Normal    239000
## 174       COD        Normal    163000
## 175        WD        Normal    184000
## 176        WD        Normal    243000
## 177        WD        Normal    211000
## 178        WD        Normal    172500
## 179       New       Partial    501837
## 180        WD        Normal    100000
## 181        WD        Normal    177000
## 182        WD        Normal    200100
## 183        WD        Normal    120000
## 184        WD        Normal    200000
## 185        WD        Normal    127000
## 186        WD        Normal    475000
## 187        WD        Normal    173000
## 188        WD        Normal    135000
## 189        WD        Alloca    153337
## 190        WD        Normal    286000
## 191        WD        Normal    315000
## 192        WD        Normal    184000
## 193        WD        Normal    192000
## 194        WD        Normal    130000
## 195        WD        Normal    127000
## 196        WD        Normal    148500
## 197       New       Partial    311872
## 198        WD       Abnorml    235000
## 199        WD       Abnorml    104000
## 200        WD        Normal    274900
## 201        WD        Normal    140000
## 202        WD        Normal    171500
## 203       COD        Normal    112000
## 204        WD        Normal    149000
## 205        WD        Normal    110000
## 206        WD        Normal    180500
## 207        WD        Normal    143900
## 208        WD        Normal    141000
## 209        WD        Normal    277000
## 210        WD        Normal    145000
## 211        WD        Normal     98000
## 212        WD        Normal    186000
## 213       New       Partial    252678
## 214        WD        Normal    156000
## 215        WD        Normal    161750
## 216        WD        Normal    134450
## 217        WD        Normal    210000
## 218        WD        Family    107000
## 219        WD        Normal    311500
## 220       New       Partial    167240
## 221       New       Partial    204900
## 222     ConLI        Normal    200000
## 223        WD        Normal    179900
## 224        WD       Abnorml     97000
## 225        WD        Normal    386250
## 226       COD       Abnorml    112000
## 227        WD       Abnorml    290000
## 228        WD        Normal    106000
## 229        WD        Normal    125000
## 230        WD        Normal    192500
## 231        WD        Normal    148000
## 232        WD        Normal    403000
## 233        WD        Normal     94500
## 234        WD        Normal    128200
## 235        WD        Normal    216500
## 236        WD        Normal     89500
## 237        WD        Normal    185500
## 238        WD        Normal    194500
## 239       New       Partial    318000
## 240        WD        Normal    113000
## 241        WD        Normal    262500
## 242        WD        Normal    110500
## 243        WD        Normal     79000
## 244        WD        Normal    120000
## 245        WD        Normal    205000
## 246        WD        Normal    241500
## 247        WD        Normal    137000
## 248        WD        Normal    140000
## 249        WD        Normal    180000
## 250        WD        Normal    277000
## 251        WD        Normal     76500
## 252        WD        Family    235000
## 253        WD        Normal    173000
## 254       CWD        Normal    158000
## 255        WD        Normal    145000
## 256        WD        Normal    230000
## 257        WD        Normal    207500
## 258        WD       Abnorml    220000
## 259        WD        Normal    231500
## 260        WD        Normal     97000
## 261        WD        Normal    176000
## 262       New       Partial    276000
## 263        WD        Normal    151000
## 264        WD        Normal    130000
## 265        WD        Normal     73000
## 266        WD        Normal    175500
## 267        WD        Normal    185000
## 268        WD        Normal    179500
## 269        WD        Normal    120500
## 270        WD        Normal    148000
## 271       New       Partial    266000
## 272        WD        Normal    241500
## 273        WD        Normal    290000
## 274        WD        Normal    139000
## 275        WD        Normal    124500
## 276        WD        Normal    205000
## 277        WD        Normal    201000
## 278        WD        Normal    141000
## 279       New       Partial    415298
## 280        WD        Normal    192000
## 281        WD        Normal    228500
## 282       New       Partial    185000
## 283     ConLw        Normal    207500
## 284       New       Partial    244600
## 285        WD        Normal    179200
## 286       New       Partial    164700
## 287        WD        Normal    159000
## 288        WD        Normal     88000
## 289        WD        Normal    122000
## 290        WD        Normal    153575
## 291       New       Partial    233230
## 292        WD        Normal    135900
## 293        WD        Normal    131000
## 294        WD        Normal    235000
## 295        WD        Normal    167000
## 296        WD        Normal    142500
## 297        WD        Normal    152000
## 298        WD        Normal    239000
## 299        WD        Normal    175000
## 300        WD        Family    158500
## 301        WD        Normal    157000
## 302        WD        Normal    267000
## 303        WD        Normal    205000
## 304        WD       Abnorml    149900
## 305        WD        Normal    295000
## 306        WD        Normal    305900
## 307        WD        Normal    225000
## 308        WD        Normal     89500
## 309        WD        Normal     82500
## 310        WD        Normal    360000
## 311        WD        Normal    165600
## 312        WD        Normal    132000
## 313        WD        Normal    119900
## 314        WD        Normal    375000
## 315        WD        Normal    178000
## 316        WD        Normal    188500
## 317        WD        Normal    260000
## 318        WD        Normal    270000
## 319        WD        Normal    260000
## 320        WD        Normal    187500
## 321       New       Partial    342643
## 322        WD        Normal    354000
## 323        WD        Normal    301000
## 324        WD        Normal    126175
## 325        WD        Normal    242000
## 326        WD        Normal     87000
## 327       Con        Normal    324000
## 328        WD        Normal    145250
## 329        WD        Normal    214500
## 330        WD        Normal     78000
## 331        WD        Normal    119000
## 332        WD        Normal    139000
## 333        WD        Normal    284000
## 334        WD        Normal    207000
## 335        WD        Normal    192000
## 336        WD        Normal    228950
## 337        WD        Normal    377426
## 338        WD        Normal    214000
## 339        WD        Normal    202500
## 340        WD        Normal    155000
## 341        WD        Normal    202900
## 342        WD        Normal     82000
## 343        WD        Normal     87500
## 344        WD        Normal    266000
## 345        WD        Normal     85000
## 346        WD        Normal    140200
## 347        WD        Normal    151500
## 348        WD        Normal    157500
## 349        WD        Normal    154000
## 350       New       Partial    437154
## 351       New       Partial    318061
## 352        WD       Abnorml    190000
## 353     ConLw        Normal     95000
## 354        WD        Normal    105900
## 355        WD        Normal    140000
## 356        WD        Normal    177500
## 357        WD        Normal    173000
## 358        WD        Normal    134000
## 359        WD       Abnorml    130000
## 360        WD        Normal    280000
## 361        WD        Normal    156000
## 362        WD        Normal    145000
## 363     ConLD        Normal    198500
## 364        WD        Normal    118000
## 365        WD        Normal    190000
## 366        WD        Normal    147000
## 367        WD        Normal    159000
## 368        WD        Normal    165000
## 369        WD        Normal    132000
## 370        WD        Normal    162000
## 371        WD        Normal    172400
## 372        WD        Normal    134432
## 373        WD        Normal    125000
## 374        WD        Normal    123000
## 375        WD        Normal    219500
## 376        WD        Normal     61000
## 377        WD        Normal    148000
## 378        WD        Normal    340000
## 379       New       Partial    394432
## 380        WD        Normal    179000
## 381        WD        Normal    127000
## 382       New       Partial    187750
## 383        WD        Normal    213500
## 384        WD        Normal     76000
## 385        WD        Normal    240000
## 386        WD        Normal    192000
## 387        WD       AdjLand     81000
## 388        WD       Abnorml    125000
## 389        WD        Normal    191000
## 390       New       Partial    426000
## 391        WD        Normal    119000
## 392        WD        Normal    215000
## 393        WD        Normal    106500
## 394        WD       Abnorml    100000
## 395        WD        Normal    109000
## 396        WD        Normal    129000
## 397        WD        Normal    123000
## 398        WD        Normal    169500
## 399        WD       Abnorml     67000
## 400        WD        Normal    241000
## 401        WD        Normal    245500
## 402       New       Partial    164990
## 403        WD        Normal    108000
## 404        WD       Abnorml    258000
## 405        WD        Normal    168000
## 406        WD        Normal    150000
## 407        WD        Normal    115000
## 408        WD        Normal    177000
## 409       New       Partial    280000
## 410       New       Partial    339750
## 411       COD       Abnorml     60000
## 412        WD        Normal    145000
## 413       New       Partial    222000
## 414        WD        Normal    115000
## 415        WD        Normal    228000
## 416       New       Partial    181134
## 417        WD        Normal    149500
## 418        WD        Normal    239000
## 419        WD       AdjLand    126000
## 420        WD        Normal    142000
## 421        WD        Alloca    206300
## 422        WD        Normal    215000
## 423        WD        Normal    113000
## 424        WD        Normal    315000
## 425        WD        Normal    139000
## 426        WD        Normal    135000
## 427        WD        Normal    275000
## 428        WD        Normal    109008
## 429       New       Partial    195400
## 430        WD        Normal    175000
## 431       COD       Abnorml     85400
## 432     ConLD       Abnorml     79900
## 433        WD        Normal    122500
## 434        WD        Normal    181000
## 435        WD        Normal     81000
## 436     ConLw        Normal    212000
## 437        WD        Normal    116000
## 438        WD        Normal    119000
## 439        WD        Normal     90350
## 440     ConLI        Normal    110000
## 441        WD        Normal    555000
## 442        WD        Normal    118000
## 443        WD        Normal    162900
## 444       New       Partial    172500
## 445        WD        Normal    210000
## 446       COD        Normal    127500
## 447        WD        Normal    190000
## 448        WD        Normal    199900
## 449        WD        Normal    119500
## 450        WD        Normal    120000
## 451        WD        Normal    110000
## 452        WD        Normal    280000
## 453        WD        Normal    204000
## 454        WD        Normal    210000
## 455        WD        Family    188000
## 456        WD        Normal    175500
## 457       COD       Abnorml     98000
## 458        WD        Normal    256000
## 459        WD        Normal    161000
## 460        WD        Normal    110000
## 461       New       Partial    263435
## 462        WD        Normal    155000
## 463        WD        Normal     62383
## 464        WD        Normal    188700
## 465        WD        Normal    124000
## 466        WD        Normal    178740
## 467        WD        Normal    167000
## 468        WD        Normal    146500
## 469        WD        Normal    250000
## 470        WD        Normal    187000
## 471        WD        Normal    212000
## 472        WD        Normal    190000
## 473        WD        Normal    148000
## 474       New       Partial    440000
## 475        WD        Normal    251000
## 476        WD        Normal    132500
## 477        WD        Normal    208900
## 478        WD        Normal    380000
## 479        WD        Normal    297000
## 480        WD        Alloca     89471
## 481        WD        Normal    326000
## 482        WD        Normal    374000
## 483        WD        Normal    155000
## 484        WD        Normal    164000
## 485        WD        Normal    132500
## 486        WD        Normal    147000
## 487        WD        Normal    156000
## 488        WD        Normal    175000
## 489     ConLD        Normal    160000
## 490        WD        Normal     86000
## 491        WD        Normal    115000
## 492        WD        Normal    133000
## 493       New       Partial    172785
## 494        WD        Normal    155000
## 495        WD        Normal     91300
## 496        WD       Abnorml     34900
## 497        WD        Normal    430000
## 498        WD        Normal    184000
## 499        WD        Normal    130000
## 500        WD        Normal    120000
## 501        WD        Normal    113000
## 502        WD        Normal    226700
## 503        WD        Normal    140000
## 504        WD        Normal    289000
## 505        WD        Normal    147000
## 506       COD        Normal    124500
## 507        WD        Normal    215000
## 508       New       Partial    208300
## 509        WD        Normal    161000
## 510        WD        Normal    124500
## 511        WD        Normal    164900
## 512       New       Partial    202665
## 513        WD        Normal    129900
## 514        WD        Normal    134000
## 515        WD        Normal     96500
## 516       New       Partial    402861
## 517       COD       Abnorml    158000
## 518        WD        Normal    265000
## 519        WD        Normal    211000
## 520        WD        Normal    234000
## 521        WD        Normal    106250
## 522        WD        Normal    150000
## 523        WD        Normal    159000
## 524       New       Partial    184750
## 525        WD        Normal    315750
## 526        WD        Normal    176000
## 527        WD        Normal    132000
## 528       New       Partial    446261
## 529        WD        Normal     86000
## 530        WD        Alloca    200624
## 531        WD       Abnorml    175000
## 532        WD        Normal    128000
## 533        WD        Normal    107500
## 534        WD        Normal     39300
## 535        WD        Normal    178000
## 536        WD        Normal    107500
## 537        WD        Normal    188000
## 538       COD        Normal    111250
## 539        WD        Normal    158000
## 540        WD        Normal    272000
## 541        WD        Normal    315000
## 542        WD        Normal    248000
## 543        WD        Normal    213250
## 544        WD        Normal    133000
## 545       New       Partial    179665
## 546        WD        Normal    229000
## 547        WD        Normal    210000
## 548        WD        Normal    129500
## 549        WD        Normal    125000
## 550        WD        Normal    263000
## 551       COD       Abnorml    140000
## 552        WD        Normal    112500
## 553        WD        Normal    255500
## 554        WD        Normal    108000
## 555        WD        Normal    284000
## 556        WD        Normal    113000
## 557        WD        Normal    141000
## 558       COD        Normal    108000
## 559        WD        Normal    175000
## 560        WD        Normal    234000
## 561        WD        Normal    121500
## 562        WD        Normal    170000
## 563        WD        Normal    108000
## 564        WD        Normal    185000
## 565        WD        Normal    268000
## 566        WD        Normal    128000
## 567        WD        Normal    325000
## 568        WD        Normal    214000
## 569        WD        Normal    316600
## 570        WD        Normal    135960
## 571        WD        Normal    142600
## 572        WD       Abnorml    120000
## 573       New       Partial    224500
## 574        WD        Normal    170000
## 575        WD        Normal    139000
## 576       COD       Abnorml    118500
## 577        WD        Normal    145000
## 578        WD       Abnorml    164500
## 579        WD       Abnorml    146000
## 580        WD        Normal    131500
## 581        WD        Normal    181900
## 582       New       Partial    253293
## 583        WD        Normal    118500
## 584        WD        Normal    325000
## 585        WD        Normal    133000
## 586       New       Partial    369900
## 587        WD        Normal    130000
## 588        WD        Normal    137000
## 589        WD       Partial    143000
## 590        WD        Normal     79500
## 591        WD        Normal    185900
## 592     ConLI        Normal    451950
## 593        WD        Normal    138000
## 594        WD        Normal    140000
## 595        WD        Normal    110000
## 596       New       Partial    319000
## 597        WD        Normal    114504
## 598       New       Partial    194201
## 599        WD        Normal    217500
## 600       COD        Normal    151000
## 601        WD        Normal    275000
## 602        WD        Normal    141000
## 603        WD       Abnorml    220000
## 604        WD        Normal    151000
## 605        WD        Normal    221000
## 606        WD        Normal    205000
## 607        WD        Normal    152000
## 608        WD        Normal    225000
## 609        WD        Alloca    359100
## 610        WD        Normal    118500
## 611        WD        Normal    313000
## 612        WD        Normal    148000
## 613        WD        Normal    261500
## 614       New       Partial    147000
## 615        WD        Normal     75500
## 616        WD       Abnorml    137500
## 617        WD        Normal    183200
## 618        WD        Normal    105500
## 619       New       Partial    314813
## 620        WD        Normal    305000
## 621        WD        Normal     67000
## 622        WD        Normal    240000
## 623        WD        Normal    135000
## 624        WD        Normal    168500
## 625        WD        Normal    165150
## 626        WD        Normal    160000
## 627        WD        Normal    139900
## 628        WD        Normal    153000
## 629        WD        Family    135000
## 630        WD        Normal    168500
## 631        WD       Abnorml    124000
## 632        WD        Normal    209500
## 633        WD        Family     82500
## 634        WD        Normal    139400
## 635        WD        Normal    144000
## 636        WD       Abnorml    200000
## 637     ConLw        Normal     60000
## 638        WD        Normal     93000
## 639        WD        Normal     85000
## 640       New       Partial    264561
## 641        WD        Normal    274000
## 642        WD        Normal    226000
## 643        WD        Normal    345000
## 644        WD        Normal    152000
## 645       New       Partial    370878
## 646        WD        Normal    143250
## 647        WD        Normal     98300
## 648        WD        Normal    155000
## 649        WD        Normal    155000
## 650        WD        Normal     84500
## 651        WD        Normal    205950
## 652        WD        Normal    108000
## 653        WD        Normal    191000
## 654        WD        Normal    135000
## 655        WD        Normal    350000
## 656        WD        Family     88000
## 657        WD        Normal    145500
## 658        WD        Normal    149000
## 659        WD       Abnorml     97500
## 660        WD        Normal    167000
## 661        WD        Normal    197900
## 662        WD        Normal    402000
## 663        WD        Normal    110000
## 664        WD        Normal    137500
## 665       New       Partial    423000
## 666        WD        Normal    230500
## 667        WD       Abnorml    129000
## 668        WD        Normal    193500
## 669        WD        Normal    168000
## 670        WD        Normal    137500
## 671        WD        Normal    173500
## 672        WD        Normal    103600
## 673        WD        Normal    165000
## 674        WD        Normal    257500
## 675        WD        Normal    140000
## 676        WD        Normal    148500
## 677        WD        Normal     87000
## 678        WD        Normal    109500
## 679       New       Partial    372500
## 680        WD        Normal    128500
## 681        WD        Normal    143000
## 682        WD       Abnorml    159434
## 683        WD        Normal    173000
## 684        WD        Normal    285000
## 685        WD        Normal    221000
## 686        WD        Normal    207500
## 687       New       Partial    227875
## 688        WD        Normal    148800
## 689       New       Partial    392000
## 690        WD        Normal    194700
## 691        WD        Normal    141000
## 692        WD        Normal    755000
## 693        WD        Normal    335000
## 694        WD       Abnorml    108480
## 695        WD        Normal    141500
## 696        WD        Normal    176000
## 697        WD        Normal     89000
## 698        WD        Normal    123500
## 699        WD        Normal    138500
## 700        WD        Normal    196000
## 701        WD        Normal    312500
## 702       COD        Normal    140000
## 703       New       Partial    361919
## 704        WD        Normal    140000
## 705        WD        Normal    213000
## 706        WD        Normal     55000
## 707        WD        Normal    302000
## 708        WD        Normal    254000
## 709       New       Partial    179540
## 710        WD       Abnorml    109900
## 711        WD        Normal     52000
## 712        WD       Abnorml    102776
## 713        WD        Normal    189000
## 714        WD        Normal    129000
## 715        WD        Normal    130500
## 716        WD        Normal    165000
## 717        WD        Normal    159500
## 718        WD        Normal    157000
## 719        WD        Normal    341000
## 720        WD        Normal    128500
## 721        WD        Normal    275000
## 722        WD        Normal    143000
## 723        WD        Normal    124500
## 724        WD        Normal    135000
## 725        WD        Normal    320000
## 726        WD        Normal    120500
## 727        WD        Normal    222000
## 728        WD        Normal    194500
## 729       COD       Abnorml    110000
## 730        WD        Normal    103000
## 731        WD        Normal    236500
## 732        WD        Normal    187500
## 733        WD        Normal    222500
## 734        WD        Normal    131400
## 735        WD        Family    108000
## 736        WD        Normal    163000
## 737        WD        Normal     93500
## 738        WD        Normal    239900
## 739        WD        Alloca    179000
## 740        WD        Normal    190000
## 741        WD       Abnorml    132000
## 742        WD        Normal    142000
## 743        WD        Normal    179000
## 744        WD        Normal    175000
## 745        WD        Normal    180000
## 746        WD        Normal    299800
## 747        WD        Normal    236000
## 748        WD        Normal    265979
## 749        WD        Normal    260400
## 750        WD        Normal     98000
## 751        WD        Normal     96500
## 752        WD        Normal    162000
## 753        WD        Normal    217000
## 754        WD        Normal    275500
## 755        WD        Normal    156000
## 756        WD        Normal    172500
## 757        WD        Normal    212000
## 758        WD       Abnorml    158900
## 759        WD        Normal    179400
## 760        WD        Normal    290000
## 761        WD        Normal    127500
## 762        WD        Normal    100000
## 763       Con        Normal    215200
## 764        WD        Normal    337000
## 765        WD        Normal    270000
## 766       New       Partial    264132
## 767        WD        Normal    196500
## 768        WD        Normal    160000
## 769        WD        Normal    216837
## 770        WD        Normal    538000
## 771        WD        Normal    134900
## 772       COD        Normal    102000
## 773        WD       Abnorml    107000
## 774       COD        Normal    114500
## 775       New       Partial    395000
## 776        WD        Normal    162000
## 777       New       Partial    221500
## 778        WD        Normal    142500
## 779        WD        Normal    144000
## 780        WD        Normal    135000
## 781        WD        Normal    176000
## 782        WD        Normal    175900
## 783        WD        Normal    187100
## 784        WD        Normal    165500
## 785        WD        Normal    128000
## 786        WD        Normal    161500
## 787        WD        Normal    139000
## 788        WD        Normal    233000
## 789        WD        Normal    107900
## 790        WD        Normal    187500
## 791        WD        Normal    160200
## 792        WD        Normal    146800
## 793        WD        Normal    269790
## 794       New       Partial    225000
## 795        WD        Normal    194500
## 796        WD        Normal    171000
## 797        WD        Normal    143500
## 798        WD       Abnorml    110000
## 799       New       Partial    485000
## 800        WD        Normal    175000
## 801        WD        Normal    200000
## 802        WD        Normal    109900
## 803        WD        Normal    189000
## 804       New       Partial    582933
## 805        WD        Family    118000
## 806       New       Partial    227680
## 807        WD        Normal    135500
## 808        WD        Normal    223500
## 809        WD        Normal    159950
## 810        WD        Normal    106000
## 811        WD        Normal    181000
## 812     ConLD        Normal    144500
## 813        WD        Alloca     55993
## 814       COD        Normal    157900
## 815        WD        Normal    116000
## 816        WD        Normal    224900
## 817        WD        Normal    137000
## 818        WD        Normal    271000
## 819        WD        Normal    155000
## 820       New       Partial    224000
## 821        WD        Normal    183000
## 822        WD        Normal     93000
## 823        WD        Family    225000
## 824        WD        Normal    139500
## 825       New       Partial    232600
## 826       New       Partial    385000
## 827        WD        Normal    109500
## 828        WD        Normal    189000
## 829        WD       Abnorml    185000
## 830        WD        Normal    147400
## 831        WD        Normal    166000
## 832        WD        Normal    151000
## 833        WD        Normal    237000
## 834        WD        Normal    167000
## 835        WD        Normal    139950
## 836        WD        Normal    128000
## 837       COD        Normal    153500
## 838        WD        Normal    100000
## 839        WD        Normal    144000
## 840        WD        Normal    130500
## 841        WD        Normal    140000
## 842        WD        Normal    157500
## 843        WD        Normal    174900
## 844        WD        Normal    141000
## 845        WD        Normal    153900
## 846        WD        Normal    171000
## 847        WD        Normal    213000
## 848        WD        Normal    133500
## 849        WD        Normal    240000
## 850        WD        Normal    187000
## 851        WD        Normal    131500
## 852        WD        Normal    215000
## 853        WD        Normal    164000
## 854        WD        Normal    158000
## 855        WD       Abnorml    170000
## 856        WD        Normal    127000
## 857        WD        Normal    147000
## 858        WD        Normal    174000
## 859        WD        Family    152000
## 860        WD        Normal    250000
## 861        WD        Normal    189950
## 862        WD        Normal    131500
## 863        WD        Normal    152000
## 864        WD        Normal    132500
## 865       New       Partial    250580
## 866        WD        Normal    148500
## 867       New       Partial    248900
## 868        WD        Normal    129000
## 869        WD        Normal    169000
## 870        WD        Normal    236000
## 871        WD        Normal    109500
## 872        WD        Normal    200500
## 873        WD        Normal    116000
## 874        WD        Normal    133000
## 875        WD       Abnorml     66500
## 876       New       Partial    303477
## 877        WD        Normal    132250
## 878        WD        Normal    350000
## 879        WD        Normal    148000
## 880        WD        Normal    136500
## 881        WD        Normal    157000
## 882        WD        Normal    187500
## 883        WD        Normal    178000
## 884        WD        Normal    118500
## 885        WD        Normal    100000
## 886       CWD       Abnorml    328900
## 887        WD        Family    145000
## 888        WD        Normal    135500
## 889        WD        Normal    268000
## 890        WD        Normal    149500
## 891        WD        Normal    122900
## 892        WD        Normal    172500
## 893        WD        Normal    154500
## 894        WD        Normal    165000
## 895        WD        Alloca    118858
## 896        WD        Normal    140000
## 897        WD       Abnorml    106500
## 898        WD        Alloca    142953
## 899       New       Partial    611657
## 900        WD        Normal    135000
## 901        WD        Normal    110000
## 902        WD        Normal    153000
## 903        WD        Normal    180000
## 904       New       Partial    240000
## 905        WD        Normal    125500
## 906        WD        Normal    128000
## 907        WD        Normal    255000
## 908        WD        Normal    250000
## 909        WD        Normal    131000
## 910        WD        Normal    174000
## 911        WD        Normal    154300
## 912        WD        Normal    143500
## 913        WD       Abnorml     88000
## 914        WD        Normal    145000
## 915       New       Partial    173733
## 916        WD        Normal     75000
## 917        WD       Abnorml     35311
## 918        WD        Normal    135000
## 919        WD        Normal    238000
## 920        WD        Normal    176500
## 921        WD        Normal    201000
## 922        WD        Normal    145900
## 923       New       Partial    169990
## 924        WD        Normal    193000
## 925        WD        Normal    207500
## 926        WD       Abnorml    175000
## 927        WD        Normal    285000
## 928        WD        Normal    176000
## 929        WD        Normal    236500
## 930        WD        Normal    222000
## 931        WD        Normal    201000
## 932        WD        Normal    117500
## 933        WD        Normal    320000
## 934        WD        Normal    190000
## 935        WD        Normal    242000
## 936        WD        Normal     79900
## 937        WD        Normal    184900
## 938        WD        Normal    253000
## 939       New       Partial    239799
## 940       COD        Normal    244400
## 941        WD        Normal    150900
## 942        WD        Normal    214000
## 943       Oth       Abnorml    150000
## 944        WD        Normal    143000
## 945       COD       Abnorml    137500
## 946        WD        Normal    124900
## 947        WD        Normal    143000
## 948        WD        Normal    270000
## 949        WD        Normal    192500
## 950        WD        Normal    197500
## 951        WD        Normal    129000
## 952        WD       Abnorml    119900
## 953        WD        Normal    133900
## 954        WD        Normal    172000
## 955        WD       AdjLand    127500
## 956        WD        Normal    145000
## 957        WD        Normal    124000
## 958        WD        Normal    132000
## 959        WD        Normal    185000
## 960        WD        Normal    155000
## 961        WD        Normal    116500
## 962        WD        Normal    272000
## 963        WD        Normal    155000
## 964        WD        Normal    239000
## 965        WD        Normal    214900
## 966       New       Partial    178900
## 967        WD        Normal    160000
## 968        WD        Normal    135000
## 969        WD       Abnorml     37900
## 970     ConLD        Normal    140000
## 971        WD       Abnorml    135000
## 972        WD        Normal    173000
## 973        WD        Normal     99500
## 974       New       Partial    182000
## 975        WD        Normal    167500
## 976        WD        Normal    165000
## 977        WD        Normal     85500
## 978       New       Partial    199900
## 979        WD       Abnorml    110000
## 980        WD        Normal    139000
## 981        WD        Normal    178400
## 982        WD        Normal    336000
## 983        WD        Normal    159895
## 984        WD        Normal    255900
## 985       COD        Normal    126000
## 986     ConLD        Normal    125000
## 987        WD        Normal    117000
## 988       New       Partial    395192
## 989        WD        Normal    195000
## 990       New       Partial    197000
## 991        WD        Normal    348000
## 992        WD        Normal    168000
## 993        WD        Normal    187000
## 994       New       Partial    173900
## 995        WD        Normal    337500
## 996        WD       Abnorml    121600
## 997       COD        Normal    136500
## 998        WD        Normal    185000
## 999        WD        Normal     91000
## 1000       WD        Normal    206000
## 1001       WD        Normal     82000
## 1002       WD       Abnorml     86000
## 1003       WD        Normal    232000
## 1004       WD        Normal    136905
## 1005       WD        Normal    181000
## 1006       WD        Normal    149900
## 1007       WD        Normal    163500
## 1008       WD        Normal     88000
## 1009       WD        Normal    240000
## 1010       WD        Normal    102000
## 1011       WD        Normal    135000
## 1012       WD        Normal    100000
## 1013       WD        Normal    165000
## 1014       WD        Normal     85000
## 1015       WD        Normal    119200
## 1016       WD        Normal    227000
## 1017       WD        Normal    203000
## 1018      COD       Abnorml    187500
## 1019       WD        Normal    160000
## 1020       WD        Normal    213490
## 1021       WD        Normal    176000
## 1022      New       Partial    194000
## 1023       WD        Normal     87000
## 1024       WD        Normal    191000
## 1025      COD       Abnorml    287000
## 1026       WD        Normal    112500
## 1027       WD        Normal    167500
## 1028      New       Partial    293077
## 1029       WD        Normal    105000
## 1030       WD        Normal    118000
## 1031       WD        Normal    160000
## 1032       WD        Normal    197000
## 1033       WD       Abnorml    310000
## 1034       WD        Normal    230000
## 1035       WD        Normal    119750
## 1036       WD        Normal     84000
## 1037       WD        Normal    315500
## 1038       WD        Normal    287000
## 1039       WD        Normal     97000
## 1040       WD        Normal     80000
## 1041       WD        Normal    155000
## 1042       WD        Normal    173000
## 1043       WD        Normal    196000
## 1044       WD        Normal    262280
## 1045       WD        Normal    278000
## 1046       WD        Normal    139600
## 1047      New       Partial    556581
## 1048       WD        Normal    145000
## 1049       WD        Normal    115000
## 1050       WD       Abnorml     84900
## 1051      New       Partial    176485
## 1052      New       Partial    200141
## 1053       WD        Normal    165000
## 1054       WD        Normal    144500
## 1055       WD        Normal    255000
## 1056      COD       Abnorml    180000
## 1057       WD        Normal    185850
## 1058       WD        Normal    248000
## 1059       WD        Normal    335000
## 1060       WD        Normal    220000
## 1061       WD        Normal    213500
## 1062    ConLD        Normal     81000
## 1063       WD        Normal     90000
## 1064       WD        Normal    110500
## 1065       WD        Normal    154000
## 1066       WD        Normal    328000
## 1067       WD        Normal    178000
## 1068       WD        Normal    167900
## 1069       WD        Normal    151400
## 1070       WD        Normal    135000
## 1071       WD        Normal    135000
## 1072       WD        Normal    154000
## 1073       WD        Normal     91500
## 1074       WD        Normal    159500
## 1075       WD        Normal    194000
## 1076      CWD        Normal    219500
## 1077       WD        Normal    170000
## 1078       WD       Abnorml    138800
## 1079       WD        Normal    155900
## 1080       WD        Normal    126000
## 1081      COD       Abnorml    145000
## 1082       WD        Normal    133000
## 1083       WD        Normal    192000
## 1084       WD        Normal    160000
## 1085       WD        Normal    187500
## 1086       WD        Normal    147000
## 1087       WD        Normal     83500
## 1088       WD        Normal    252000
## 1089       WD        Normal    137500
## 1090       WD        Normal    197000
## 1091       WD        Normal     92900
## 1092       WD        Normal    160000
## 1093       WD        Normal    136500
## 1094       WD        Normal    146000
## 1095       WD        Normal    129000
## 1096       WD        Normal    176432
## 1097       WD        Normal    127000
## 1098       WD        Normal    170000
## 1099       WD        Normal    128000
## 1100      COD       Abnorml    157000
## 1101       WD        Normal     60000
## 1102       WD        Normal    119500
## 1103       WD        Family    135000
## 1104       WD        Normal    159500
## 1105       WD        Normal    106000
## 1106       WD        Normal    325000
## 1107       WD        Normal    179900
## 1108      New       Partial    274725
## 1109       WD       Abnorml    181000
## 1110       WD        Normal    280000
## 1111       WD        Normal    188000
## 1112       WD        Normal    205000
## 1113       WD        Normal    129900
## 1114       WD        Normal    134500
## 1115       WD        Normal    117000
## 1116      New       Partial    318000
## 1117       WD        Normal    184100
## 1118       WD        Normal    130000
## 1119       WD        Normal    140000
## 1120       WD        Normal    133700
## 1121       WD        Normal    118400
## 1122      New       Partial    212900
## 1123      COD       Abnorml    112000
## 1124       WD        Normal    118000
## 1125       WD        Normal    163900
## 1126       WD        Normal    115000
## 1127       WD        Normal    174000
## 1128       WD        Family    259000
## 1129       WD        Normal    215000
## 1130       WD        Normal    140000
## 1131       WD        Normal    135000
## 1132      Oth       Abnorml     93500
## 1133       WD        Normal    117500
## 1134       WD        Normal    239500
## 1135       WD        Normal    169000
## 1136       WD        Normal    102000
## 1137       WD       Abnorml    119000
## 1138       WD        Normal     94000
## 1139       WD        Normal    196000
## 1140       WD        Normal    144000
## 1141      COD       Abnorml    139000
## 1142       WD        Normal    197500
## 1143      New       Partial    424870
## 1144       WD        Normal     80000
## 1145       WD        Normal     80000
## 1146       WD        Family    149000
## 1147       WD        Normal    180000
## 1148       WD        Normal    174500
## 1149       WD        Normal    116900
## 1150       WD        Normal    143000
## 1151       WD        Normal    124000
## 1152       WD        Normal    149900
## 1153       WD       Abnorml    230000
## 1154       WD        Normal    120500
## 1155       WD        Normal    201800
## 1156       WD        Normal    218000
## 1157       WD        Normal    179900
## 1158       WD        Normal    230000
## 1159    ConLD       Partial    235128
## 1160       WD        Normal    185000
## 1161       WD        Normal    146000
## 1162       WD        Normal    224000
## 1163       WD        Normal    129000
## 1164       WD        Alloca    108959
## 1165       WD        Normal    194000
## 1166      New       Partial    233170
## 1167       WD        Normal    245350
## 1168       WD        Normal    173000
## 1169       WD        Normal    235000
## 1170       WD        Normal    625000
## 1171       WD        Normal    171000
## 1172       WD        Normal    163000
## 1173       WD        Normal    171900
## 1174       WD        Normal    200500
## 1175       WD        Normal    239000
## 1176       WD        Normal    285000
## 1177       WD        Normal    119500
## 1178       WD        Normal    115000
## 1179       WD        Normal    154900
## 1180       WD        Normal     93000
## 1181       WD        Normal    250000
## 1182      New       Partial    392500
## 1183       WD       Abnorml    745000
## 1184       WD        Normal    120000
## 1185       WD        Normal    186700
## 1186       WD        Normal    104900
## 1187       WD       Abnorml     95000
## 1188       WD        Normal    262000
## 1189       WD        Normal    195000
## 1190       WD        Normal    189000
## 1191       WD        Normal    168000
## 1192       WD        Normal    174000
## 1193       WD        Normal    125000
## 1194       WD        Normal    165000
## 1195       WD        Normal    158000
## 1196       WD        Normal    176000
## 1197      New       Partial    219210
## 1198    ConLw        Normal    144000
## 1199       WD        Normal    178000
## 1200       WD        Normal    148000
## 1201      Oth       Abnorml    116050
## 1202       WD        Normal    197900
## 1203       WD        Normal    117000
## 1204       WD        Normal    213000
## 1205       WD        Normal    153500
## 1206       WD        Normal    271900
## 1207       WD        Normal    107000
## 1208       WD        Normal    200000
## 1209       WD        Normal    140000
## 1210      New       Partial    290000
## 1211       WD        Normal    189000
## 1212       WD        Normal    164000
## 1213       WD        Normal    113000
## 1214       WD        Normal    145000
## 1215       WD        Normal    134500
## 1216       WD        Normal    125000
## 1217       WD        Normal    112000
## 1218      New       Partial    229456
## 1219       WD        Normal     80500
## 1220       WD       Abnorml     91500
## 1221       WD       Abnorml    115000
## 1222       WD        Normal    134000
## 1223       WD        Normal    143000
## 1224       WD        Normal    137900
## 1225       WD        Normal    184000
## 1226       WD        Normal    145000
## 1227       WD        Normal    214000
## 1228       WD        Normal    147000
## 1229      New       Partial    367294
## 1230       WD        Normal    127000
## 1231       WD        Normal    190000
## 1232       WD        Normal    132500
## 1233       WD        Normal    101800
## 1234      COD       Abnorml    142000
##  [ reached 'max' / getOption("max.print") -- omitted 226 rows ]

p$tich <- p$MSSubClass*p$LotArea #Tạo một cột mới có tên là tich và tính giá trị của cột này bằng cách nhân hai cột hiện có: MSSubClass và LotArea
print(p)

##        Id MSSubClass MSZoning LotFrontage LotArea Street Alley LotShape
## 1       1         60       RL          65    8450   Pave  <NA>      Reg
## 2       2         20       RL          80    9600   Pave  <NA>      Reg
## 3       3         60       RL          68   11250   Pave  <NA>      IR1
## 4       4         70       RL          60    9550   Pave  <NA>      IR1
## 5       5         60       RL          84   14260   Pave  <NA>      IR1
## 6       6         50       RL          85   14115   Pave  <NA>      IR1
## 7       7         20       RL          75   10084   Pave  <NA>      Reg
## 8       8         60       RL          NA   10382   Pave  <NA>      IR1
## 9       9         50       RM          51    6120   Pave  <NA>      Reg
## 10     10        190       RL          50    7420   Pave  <NA>      Reg
## 11     11         20       RL          70   11200   Pave  <NA>      Reg
## 12     12         60       RL          85   11924   Pave  <NA>      IR1
## 13     13         20       RL          NA   12968   Pave  <NA>      IR2
## 14     14         20       RL          91   10652   Pave  <NA>      IR1
## 15     15         20       RL          NA   10920   Pave  <NA>      IR1
## 16     16         45       RM          51    6120   Pave  <NA>      Reg
## 17     17         20       RL          NA   11241   Pave  <NA>      IR1
## 18     18         90       RL          72   10791   Pave  <NA>      Reg
## 19     19         20       RL          66   13695   Pave  <NA>      Reg
## 20     20         20       RL          70    7560   Pave  <NA>      Reg
## 21     21         60       RL         101   14215   Pave  <NA>      IR1
## 22     22         45       RM          57    7449   Pave  Grvl      Reg
## 23     23         20       RL          75    9742   Pave  <NA>      Reg
## 24     24        120       RM          44    4224   Pave  <NA>      Reg
## 25     25         20       RL          NA    8246   Pave  <NA>      IR1
## 26     26         20       RL         110   14230   Pave  <NA>      Reg
## 27     27         20       RL          60    7200   Pave  <NA>      Reg
## 28     28         20       RL          98   11478   Pave  <NA>      Reg
## 29     29         20       RL          47   16321   Pave  <NA>      IR1
## 30     30         30       RM          60    6324   Pave  <NA>      IR1
## 31     31         70  C (all)          50    8500   Pave  Pave      Reg
## 32     32         20       RL          NA    8544   Pave  <NA>      IR1
## 33     33         20       RL          85   11049   Pave  <NA>      Reg
## 34     34         20       RL          70   10552   Pave  <NA>      IR1
## 35     35        120       RL          60    7313   Pave  <NA>      Reg
## 36     36         60       RL         108   13418   Pave  <NA>      Reg
## 37     37         20       RL         112   10859   Pave  <NA>      Reg
## 38     38         20       RL          74    8532   Pave  <NA>      Reg
## 39     39         20       RL          68    7922   Pave  <NA>      Reg
## 40     40         90       RL          65    6040   Pave  <NA>      Reg
## 41     41         20       RL          84    8658   Pave  <NA>      Reg
## 42     42         20       RL         115   16905   Pave  <NA>      Reg
## 43     43         85       RL          NA    9180   Pave  <NA>      IR1
## 44     44         20       RL          NA    9200   Pave  <NA>      IR1
## 45     45         20       RL          70    7945   Pave  <NA>      Reg
## 46     46        120       RL          61    7658   Pave  <NA>      Reg
## 47     47         50       RL          48   12822   Pave  <NA>      IR1
## 48     48         20       FV          84   11096   Pave  <NA>      Reg
## 49     49        190       RM          33    4456   Pave  <NA>      Reg
## 50     50         20       RL          66    7742   Pave  <NA>      Reg
## 51     51         60       RL          NA   13869   Pave  <NA>      IR2
## 52     52         50       RM          52    6240   Pave  <NA>      Reg
## 53     53         90       RM         110    8472   Grvl  <NA>      IR2
## 54     54         20       RL          68   50271   Pave  <NA>      IR1
## 55     55         80       RL          60    7134   Pave  <NA>      Reg
## 56     56         20       RL         100   10175   Pave  <NA>      IR1
## 57     57        160       FV          24    2645   Pave  Pave      Reg
## 58     58         60       RL          89   11645   Pave  <NA>      IR1
## 59     59         60       RL          66   13682   Pave  <NA>      IR2
## 60     60         20       RL          60    7200   Pave  <NA>      Reg
## 61     61         20       RL          63   13072   Pave  <NA>      Reg
## 62     62         75       RM          60    7200   Pave  <NA>      Reg
## 63     63        120       RL          44    6442   Pave  <NA>      IR1
## 64     64         70       RM          50   10300   Pave  <NA>      IR1
## 65     65         60       RL          NA    9375   Pave  <NA>      Reg
## 66     66         60       RL          76    9591   Pave  <NA>      Reg
## 67     67         20       RL          NA   19900   Pave  <NA>      Reg
## 68     68         20       RL          72   10665   Pave  <NA>      IR1
## 69     69         30       RM          47    4608   Pave  <NA>      Reg
## 70     70         50       RL          81   15593   Pave  <NA>      Reg
## 71     71         20       RL          95   13651   Pave  <NA>      IR1
## 72     72         20       RL          69    7599   Pave  <NA>      Reg
## 73     73         60       RL          74   10141   Pave  <NA>      IR1
## 74     74         20       RL          85   10200   Pave  <NA>      Reg
## 75     75         50       RM          60    5790   Pave  <NA>      Reg
## 76     76        180       RM          21    1596   Pave  <NA>      Reg
## 77     77         20       RL          NA    8475   Pave  <NA>      IR1
## 78     78         50       RM          50    8635   Pave  <NA>      Reg
## 79     79         90       RL          72   10778   Pave  <NA>      Reg
## 80     80         50       RM          60   10440   Pave  Grvl      Reg
## 81     81         60       RL         100   13000   Pave  <NA>      Reg
## 82     82        120       RM          32    4500   Pave  <NA>      Reg
## 83     83         20       RL          78   10206   Pave  <NA>      Reg
## 84     84         20       RL          80    8892   Pave  <NA>      IR1
## 85     85         80       RL          NA    8530   Pave  <NA>      IR1
## 86     86         60       RL         121   16059   Pave  <NA>      Reg
## 87     87         60       RL         122   11911   Pave  <NA>      IR2
## 88     88        160       FV          40    3951   Pave  Pave      Reg
## 89     89         50  C (all)         105    8470   Pave  <NA>      IR1
## 90     90         20       RL          60    8070   Pave  <NA>      Reg
## 91     91         20       RL          60    7200   Pave  <NA>      Reg
## 92     92         20       RL          85    8500   Pave  <NA>      Reg
## 93     93         30       RL          80   13360   Pave  Grvl      IR1
## 94     94        190  C (all)          60    7200   Pave  <NA>      Reg
## 95     95         60       RL          69    9337   Pave  <NA>      IR1
## 96     96         60       RL          NA    9765   Pave  <NA>      IR2
## 97     97         20       RL          78   10264   Pave  <NA>      IR1
## 98     98         20       RL          73   10921   Pave  <NA>      Reg
## 99     99         30       RL          85   10625   Pave  <NA>      Reg
## 100   100         20       RL          77    9320   Pave  <NA>      IR1
## 101   101         20       RL          NA   10603   Pave  <NA>      IR1
## 102   102         60       RL          77    9206   Pave  <NA>      Reg
## 103   103         90       RL          64    7018   Pave  <NA>      Reg
## 104   104         20       RL          94   10402   Pave  <NA>      IR1
## 105   105         50       RM          NA    7758   Pave  <NA>      Reg
## 106   106         60       FV          75    9375   Pave  <NA>      Reg
## 107   107         30       RM          60   10800   Pave  Grvl      Reg
## 108   108         20       RM          50    6000   Pave  <NA>      Reg
## 109   109         50       RM          85    8500   Pave  <NA>      Reg
## 110   110         20       RL         105   11751   Pave  <NA>      IR1
## 111   111         50       RL          75    9525   Pave  <NA>      Reg
## 112   112         80       RL          NA    7750   Pave  <NA>      IR1
## 113   113         60       RL          77    9965   Pave  <NA>      Reg
## 114   114         20       RL          NA   21000   Pave  <NA>      Reg
## 115   115         70       RL          61    7259   Pave  <NA>      IR1
## 116   116        160       FV          34    3230   Pave  Pave      Reg
## 117   117         20       RL          NA   11616   Pave  <NA>      Reg
## 118   118         20       RL          74    8536   Pave  <NA>      Reg
## 119   119         60       RL          90   12376   Pave  <NA>      Reg
## 120   120         60       RL          65    8461   Pave  <NA>      Reg
## 121   121         80       RL          NA   21453   Pave  <NA>      IR1
## 122   122         50       RM          50    6060   Pave  <NA>      Reg
## 123   123         20       RL          75    9464   Pave  <NA>      Reg
## 124   124        120       RL          55    7892   Pave  <NA>      Reg
## 125   125         20       RL          48   17043   Pave  <NA>      IR1
## 126   126        190       RM          60    6780   Pave  <NA>      Reg
## 127   127        120       RL          NA    4928   Pave  <NA>      IR1
## 128   128         45       RM          55    4388   Pave  <NA>      IR1
## 129   129         60       RL          69    7590   Pave  <NA>      Reg
## 130   130         20       RL          69    8973   Pave  <NA>      Reg
## 131   131         60       RL          88   14200   Pave  <NA>      Reg
## 132   132         60       RL          NA   12224   Pave  <NA>      IR1
## 133   133         20       RL          75    7388   Pave  <NA>      Reg
## 134   134         20       RL          NA    6853   Pave  <NA>      IR1
## 135   135         20       RL          78   10335   Pave  <NA>      IR1
## 136   136         20       RL          80   10400   Pave  <NA>      Reg
## 137   137         20       RL          NA   10355   Pave  <NA>      IR1
## 138   138         90       RL          82   11070   Pave  <NA>      Reg
## 139   139         60       RL          73    9066   Pave  <NA>      IR1
## 140   140         60       RL          65   15426   Pave  <NA>      IR1
## 141   141         20       RL          70   10500   Pave  <NA>      Reg
## 142   142         20       RL          78   11645   Pave  <NA>      Reg
## 143   143         50       RL          71    8520   Pave  <NA>      Reg
## 144   144         20       RL          78   10335   Pave  <NA>      IR1
## 145   145         90       RM          70    9100   Pave  <NA>      Reg
## 146   146        160       RM          24    2522   Pave  <NA>      Reg
## 147   147         30       RM          51    6120   Pave  <NA>      Reg
## 148   148         60       RL          NA    9505   Pave  <NA>      IR1
## 149   149         20       RL          63    7500   Pave  <NA>      Reg
## 150   150         50       RM          NA    6240   Pave  <NA>      Reg
## 151   151         20       RL         120   10356   Pave  <NA>      Reg
## 152   152         20       RL         107   13891   Pave  <NA>      Reg
## 153   153         60       RL          NA   14803   Pave  <NA>      IR1
## 154   154         20       RL          NA   13500   Pave  <NA>      Reg
## 155   155         30       RM          84   11340   Pave  <NA>      Reg
## 156   156         50       RL          60    9600   Pave  <NA>      Reg
## 157   157         20       RL          60    7200   Pave  <NA>      Reg
## 158   158         60       RL          92   12003   Pave  <NA>      Reg
## 159   159         60       FV         100   12552   Pave  <NA>      Reg
## 160   160         60       RL         134   19378   Pave  <NA>      IR1
## 161   161         20       RL          NA   11120   Pave  <NA>      IR1
## 162   162         60       RL         110   13688   Pave  <NA>      IR1
## 163   163         20       RL          95   12182   Pave  <NA>      Reg
## 164   164         45       RL          55    5500   Pave  <NA>      Reg
## 165   165         40       RM          40    5400   Pave  Pave      Reg
## 166   166        190       RL          62   10106   Pave  <NA>      Reg
## 167   167         20       RL          NA   10708   Pave  <NA>      IR1
## 168   168         60       RL          86   10562   Pave  <NA>      Reg
## 169   169         60       RL          62    8244   Pave  <NA>      IR1
## 170   170         20       RL          NA   16669   Pave  <NA>      IR1
## 171   171         50       RM          NA   12358   Pave  <NA>      IR1
## 172   172         20       RL         141   31770   Pave  <NA>      IR1
## 173   173        160       RL          44    5306   Pave  <NA>      IR1
## 174   174         20       RL          80   10197   Pave  <NA>      IR1
## 175   175         20       RL          47   12416   Pave  <NA>      IR1
## 176   176         20       RL          84   12615   Pave  <NA>      Reg
## 177   177         60       RL          97   10029   Pave  <NA>      IR1
## 178   178         50       RL          NA   13650   Pave  <NA>      Reg
## 179   179         20       RL          63   17423   Pave  <NA>      IR1
## 180   180         30       RM          60    8520   Pave  <NA>      Reg
## 181   181        160       FV          NA    2117   Pave  <NA>      Reg
## 182   182         70       RL          54    7588   Pave  <NA>      Reg
## 183   183         20       RL          60    9060   Pave  <NA>      Reg
## 184   184         50       RM          63   11426   Pave  <NA>      Reg
## 185   185         50       RL          92    7438   Pave  <NA>      IR1
## 186   186         75       RM          90   22950   Pave  <NA>      IR2
## 187   187         80       RL          NA    9947   Pave  <NA>      IR1
## 188   188         50       RL          60   10410   Pave  <NA>      Reg
## 189   189         90       RL          64    7018   Pave  <NA>      Reg
## 190   190        120       RL          41    4923   Pave  <NA>      Reg
## 191   191         70       RL          70   10570   Pave  <NA>      Reg
## 192   192         60       RL          NA    7472   Pave  <NA>      IR1
## 193   193         20       RL          68    9017   Pave  <NA>      IR1
## 194   194        160       RM          24    2522   Pave  <NA>      Reg
## 195   195         20       RL          60    7180   Pave  <NA>      IR1
## 196   196        160       RL          24    2280   Pave  <NA>      Reg
## 197   197         20       RL          79    9416   Pave  <NA>      Reg
## 198   198         75       RL         174   25419   Pave  <NA>      Reg
## 199   199         75       RM          92    5520   Pave  <NA>      Reg
## 200   200         20       RL          76    9591   Pave  <NA>      Reg
## 201   201         20       RM          80    8546   Pave  <NA>      Reg
## 202   202         20       RL          75   10125   Pave  <NA>      Reg
## 203   203         50       RL          50    7000   Pave  <NA>      Reg
## 204   204        120       RM          NA    4438   Pave  <NA>      Reg
## 205   205         50       RM          50    3500   Pave  Grvl      Reg
## 206   206         20       RL          99   11851   Pave  <NA>      Reg
## 207   207         20       RL          40   13673   Pave  <NA>      IR1
## 208   208         20       RL          NA   12493   Pave  <NA>      IR1
## 209   209         60       RL          NA   14364   Pave  <NA>      IR1
## 210   210         20       RL          75    8250   Pave  <NA>      Reg
## 211   211         30       RL          67    5604   Pave  <NA>      Reg
## 212   212         20       RL          83   10420   Pave  <NA>      Reg
## 213   213         60       FV          72    8640   Pave  <NA>      Reg
## 214   214         20       RL          43   13568   Pave  <NA>      IR2
## 215   215         60       RL          NA   10900   Pave  <NA>      IR1
## 216   216         20       RL          72   10011   Pave  <NA>      IR1
## 217   217         20       RL          65    8450   Pave  <NA>      Reg
## 218   218         70       RM          57    9906   Pave  Grvl      Reg
## 219   219         50       RL          NA   15660   Pave  <NA>      IR1
## 220   220        120       RL          43    3010   Pave  <NA>      Reg
## 221   221         20       RL          73    8990   Pave  <NA>      IR1
## 222   222         60       RL          NA    8068   Pave  <NA>      IR1
## 223   223         60       RL          85   11475   Pave  <NA>      Reg
## 224   224         20       RL          70   10500   Pave  <NA>      Reg
## 225   225         20       RL         103   13472   Pave  <NA>      Reg
## 226   226        160       RM          21    1680   Pave  <NA>      Reg
## 227   227         60       RL          82    9950   Pave  <NA>      IR1
## 228   228        160       RM          21    1869   Pave  <NA>      Reg
## 229   229         20       RL          70    8521   Pave  <NA>      Reg
## 230   230        120       RL          43    3182   Pave  <NA>      Reg
## 231   231         20       RL          73    8760   Pave  <NA>      Reg
## 232   232         60       RL         174   15138   Pave  <NA>      IR1
## 233   233        160       RM          21    1680   Pave  <NA>      Reg
## 234   234         20       RL          75   10650   Pave  <NA>      Reg
## 235   235         60       RL          NA    7851   Pave  <NA>      Reg
## 236   236        160       RM          21    1680   Pave  <NA>      Reg
## 237   237         20       RL          65    8773   Pave  <NA>      Reg
## 238   238         60       RL          NA    9453   Pave  <NA>      IR1
## 239   239         20       RL          93   12030   Pave  <NA>      Reg
## 240   240         50       RL          52    8741   Pave  <NA>      Reg
## 241   241         20       FV          75    9000   Pave  <NA>      Reg
## 242   242         30       RM          40    3880   Pave  <NA>      Reg
## 243   243         50       RM          63    5000   Pave  <NA>      Reg
## 244   244        160       RL          75   10762   Pave  <NA>      Reg
## 245   245         60       RL          NA    8880   Pave  <NA>      IR1
## 246   246         20       RL          80   10400   Pave  <NA>      Reg
## 247   247        190       RM          69    9142   Pave  Grvl      Reg
## 248   248         20       RL          75   11310   Pave  <NA>      Reg
## 249   249         60       RL          72   11317   Pave  <NA>      Reg
## 250   250         50       RL          NA  159000   Pave  <NA>      IR2
## 251   251         30       RL          55    5350   Pave  <NA>      IR1
## 252   252        120       RM          44    4750   Pave  <NA>      IR1
## 253   253         60       RL          65    8366   Pave  <NA>      IR1
## 254   254         80       RL          85    9350   Pave  <NA>      Reg
## 255   255         20       RL          70    8400   Pave  <NA>      Reg
## 256   256         60       RL          66    8738   Pave  <NA>      IR1
## 257   257         60       FV          64    8791   Pave  <NA>      IR1
## 258   258         20       RL          68    8814   Pave  <NA>      Reg
## 259   259         60       RL          80   12435   Pave  <NA>      Reg
## 260   260         20       RM          70   12702   Pave  <NA>      Reg
## 261   261         80       RL         120   19296   Pave  <NA>      Reg
## 262   262         60       RL          69    9588   Pave  <NA>      IR1
## 263   263         80       RL          88    8471   Pave  <NA>      IR1
## 264   264         50       RM          50    5500   Pave  <NA>      Reg
## 265   265         30       RM          30    5232   Pave  Grvl      IR3
## 266   266         20       RL          78   12090   Pave  <NA>      IR1
## 267   267         60       RL          70   11207   Pave  <NA>      IR1
## 268   268         75       RL          60    8400   Pave  <NA>      Reg
## 269   269         30       RM          71    6900   Pave  <NA>      Reg
## 270   270         20       RL          NA    7917   Pave  <NA>      IR1
## 271   271         60       FV          84   10728   Pave  <NA>      Reg
## 272   272         20       RL          73   39104   Pave  <NA>      IR1
## 273   273         60       RL          92   11764   Pave  <NA>      IR1
## 274   274         20       RL          80    9600   Pave  <NA>      Reg
## 275   275         20       RL          76    8314   Pave  <NA>      Reg
## 276   276         50       RL          55    7264   Pave  <NA>      Reg
## 277   277         20       RL         129    9196   Pave  <NA>      IR1
## 278   278         20       RL         140   19138   Pave  <NA>      Reg
## 279   279         20       RL         107   14450   Pave  <NA>      Reg
## 280   280         60       RL          83   10005   Pave  <NA>      Reg
## 281   281         60       RL          82   11287   Pave  <NA>      Reg
## 282   282         20       FV          60    7200   Pave  Pave      Reg
## 283   283        120       RL          34    5063   Pave  <NA>      Reg
## 284   284         20       RL          74    9612   Pave  <NA>      Reg
## 285   285        120       RL          50    8012   Pave  <NA>      Reg
## 286   286        160       FV          35    4251   Pave  Pave      IR1
## 287   287         50       RL          77    9786   Pave  <NA>      IR1
## 288   288         20       RL          NA    8125   Pave  <NA>      IR1
## 289   289         20       RL          NA    9819   Pave  <NA>      IR1
## 290   290         70       RL          60    8730   Pave  <NA>      Reg
## 291   291         60       RL         120   15611   Pave  <NA>      Reg
## 292   292        190       RL          55    5687   Pave  Grvl      Reg
## 293   293         50       RL          60   11409   Pave  <NA>      Reg
## 294   294         60       RL          NA   16659   Pave  <NA>      IR1
## 295   295         20       RL          80    9600   Pave  <NA>      Reg
## 296   296         80       RL          37    7937   Pave  <NA>      IR1
## 297   297         50       RM          75   13710   Pave  <NA>      Reg
## 298   298         60       FV          66    7399   Pave  Pave      IR1
## 299   299         60       RL          90   11700   Pave  <NA>      Reg
## 300   300         20       RL          80   14000   Pave  <NA>      Reg
## 301   301        190       RL          90   15750   Pave  <NA>      Reg
## 302   302         60       RL          66   16226   Pave  <NA>      IR3
## 303   303         20       RL         118   13704   Pave  <NA>      IR1
## 304   304         20       RL          70    9800   Pave  <NA>      Reg
## 305   305         75       RM          87   18386   Pave  <NA>      Reg
## 306   306         20       RL          80   10386   Pave  <NA>      Reg
## 307   307         60       RL         116   13474   Pave  <NA>      Reg
## 308   308         50       RM          NA    7920   Pave  Grvl      IR1
## 309   309         30       RL          NA   12342   Pave  <NA>      IR1
## 310   310         20       RL          90   12378   Pave  <NA>      IR1
## 311   311         60       RL          NA    7685   Pave  <NA>      IR1
## 312   312         20       RL          50    8000   Pave  <NA>      Reg
## 313   313        190       RM          65    7800   Pave  <NA>      Reg
## 314   314         20       RL         150  215245   Pave  <NA>      IR3
## 315   315         70       RM          60    9600   Pave  Grvl      Reg
## 316   316         60       RL          71    7795   Pave  <NA>      IR1
## 317   317         60       RL          94   13005   Pave  <NA>      IR1
## 318   318         60       FV          75    9000   Pave  <NA>      Reg
## 319   319         60       RL          90    9900   Pave  <NA>      Reg
## 320   320         80       RL          NA   14115   Pave  <NA>      Reg
## 321   321         60       RL         111   16259   Pave  <NA>      Reg
## 322   322         60       RL          99   12099   Pave  <NA>      IR1
## 323   323         60       RL          86   10380   Pave  <NA>      IR1
## 324   324         20       RM          49    5820   Pave  <NA>      Reg
## 325   325         80       RL          96   11275   Pave  <NA>      Reg
## 326   326         45       RM          50    5000   Pave  <NA>      Reg
## 327   327        120       RL          32   10846   Pave  <NA>      IR1
## 328   328         20       RL          80   11600   Pave  <NA>      Reg
## 329   329         75       RL          NA   11888   Pave  Pave      IR1
## 330   330         70       RM          60    6402   Pave  <NA>      Reg
## 331   331         90       RL          NA   10624   Pave  <NA>      IR1
## 332   332         20       RL          70    8176   Pave  <NA>      Reg
## 333   333         20       RL          85   10655   Pave  <NA>      IR1
## 334   334        120       RM          59    8198   Pave  <NA>      Reg
## 335   335         60       RL          59    9042   Pave  <NA>      IR1
## 336   336        190       RL          NA  164660   Grvl  <NA>      IR1
## 337   337         20       RL          86   14157   Pave  <NA>      IR1
## 338   338         20       RL          70    9135   Pave  <NA>      Reg
## 339   339         20       RL          91   14145   Pave  <NA>      Reg
## 340   340         20       RL          66   12400   Pave  <NA>      IR1
## 341   341         60       RL          85   14191   Pave  <NA>      Reg
## 342   342         20       RH          60    8400   Pave  <NA>      Reg
## 343   343         90       RL          NA    8544   Pave  <NA>      Reg
## 344   344        120       RL          63    8849   Pave  <NA>      IR1
## 345   345        160       RM          36    2592   Pave  <NA>      Reg
## 346   346         50       RL          65    6435   Pave  <NA>      Reg
## 347   347         20       RL          NA   12772   Pave  <NA>      IR1
## 348   348         20       RL          NA   17600   Pave  <NA>      IR1
## 349   349        160       RL          36    2448   Pave  <NA>      Reg
## 350   350         60       RL          56   20431   Pave  <NA>      IR2
## 351   351        120       RL          68    7820   Pave  <NA>      IR1
## 352   352        120       RL          NA    5271   Pave  <NA>      IR1
## 353   353         50       RL          60    9084   Pave  <NA>      Reg
## 354   354         30       RM          60    8520   Pave  <NA>      Reg
## 355   355         50       RL          60    8400   Pave  <NA>      Reg
## 356   356         20       RL         105   11249   Pave  <NA>      IR2
## 357   357         20       RL          NA    9248   Pave  <NA>      IR1
## 358   358        120       RM          44    4224   Pave  <NA>      Reg
## 359   359         80       RL          92    6930   Pave  <NA>      IR1
## 360   360         60       RL          78   12011   Pave  <NA>      IR1
## 361   361         85       RL          NA    7540   Pave  <NA>      IR1
## 362   362         50       RL          NA    9144   Pave  Pave      Reg
## 363   363         85       RL          64    7301   Pave  <NA>      Reg
## 364   364        160       RM          21    1680   Pave  <NA>      Reg
## 365   365         60       RL          NA   18800   Pave  <NA>      IR1
## 366   366         70       RM          59   10690   Pave  <NA>      Reg
## 367   367         20       RL          NA    9500   Pave  <NA>      IR1
## 368   368         80       RL         101    9150   Pave  <NA>      IR1
## 369   369         20       RL          78    7800   Pave  <NA>      Reg
## 370   370         20       RL          NA    9830   Pave  <NA>      IR1
## 371   371         60       RL          NA    8121   Pave  <NA>      IR1
## 372   372         50       RL          80   17120   Pave  <NA>      Reg
## 373   373        120       RL          50    7175   Pave  <NA>      Reg
## 374   374         20       RL          79   10634   Pave  <NA>      Reg
## 375   375         60       RL          65    8200   Pave  <NA>      Reg
## 376   376         30       RL          NA   10020   Pave  <NA>      IR1
## 377   377         85       RL          57    8846   Pave  <NA>      IR1
## 378   378         60       FV         102   11143   Pave  <NA>      IR1
## 379   379         20       RL          88   11394   Pave  <NA>      Reg
## 380   380         60       RL          60    8123   Pave  <NA>      IR1
## 381   381         50       RL          50    5000   Pave  Pave      Reg
## 382   382         20       FV          60    7200   Pave  Pave      Reg
## 383   383         60       RL          79    9245   Pave  <NA>      IR1
## 384   384         45       RH          60    9000   Pave  <NA>      Reg
## 385   385         60       RL          NA   53107   Pave  <NA>      IR2
## 386   386        120       RL          43    3182   Pave  <NA>      Reg
## 387   387         50       RL          58    8410   Pave  <NA>      Reg
## 388   388         80       RL          72    7200   Pave  <NA>      Reg
## 389   389         20       RL          93    9382   Pave  <NA>      IR1
## 390   390         60       RL          96   12474   Pave  <NA>      Reg
## 391   391         50       RL          50    8405   Pave  Grvl      Reg
## 392   392         60       RL          71   12209   Pave  <NA>      IR1
## 393   393         20       RL          NA    8339   Pave  <NA>      IR1
## 394   394         30       RL          NA    7446   Pave  <NA>      Reg
## 395   395         50       RL          60   10134   Pave  <NA>      Reg
## 396   396         20       RL          68    9571   Pave  <NA>      Reg
## 397   397         20       RL          60    7200   Pave  <NA>      Reg
## 398   398         60       RL          69    7590   Pave  <NA>      Reg
## 399   399         30       RM          60    8967   Pave  <NA>      Reg
## 400   400         60       FV          65    8125   Pave  <NA>      Reg
## 401   401        120       RL          38   14963   Pave  <NA>      IR2
## 402   402         20       RL          65    8767   Pave  <NA>      IR1
## 403   403         30       RL          60   10200   Pave  <NA>      Reg
## 404   404         60       RL          93   12090   Pave  <NA>      Reg
## 405   405         60       RL          NA   10364   Pave  <NA>      IR1
## 406   406         20       RL          NA    9991   Pave  <NA>      IR1
## 407   407         50       RL          51   10480   Pave  <NA>      Reg
## 408   408         70       RL          63   15576   Pave  <NA>      Reg
## 409   409         60       RL         109   14154   Pave  <NA>      Reg
## 410   410         60       FV          85   10800   Pave  <NA>      Reg
## 411   411         20       RL          68    9571   Pave  <NA>      Reg
## 412   412        190       RL         100   34650   Pave  <NA>      Reg
## 413   413         20       FV          NA    4403   Pave  <NA>      IR2
## 414   414         30       RM          56    8960   Pave  Grvl      Reg
## 415   415         60       RL          59   11228   Pave  <NA>      IR2
## 416   416         20       RL          73    8899   Pave  <NA>      IR1
## 417   417         60       RL          74    7844   Pave  <NA>      Reg
## 418   418         70       RL          86   22420   Pave  <NA>      IR1
## 419   419         50       RL          60    8160   Pave  <NA>      Reg
## 420   420         20       RL          65    8450   Pave  <NA>      Reg
## 421   421         90       RM          78    7060   Pave  <NA>      Reg
## 422   422         20       RL          NA   16635   Pave  <NA>      IR1
## 423   423         20       RL         100   21750   Pave  <NA>      Reg
## 424   424         60       RL          80    9200   Pave  <NA>      Reg
## 425   425         20       RL          72    9000   Pave  <NA>      Reg
## 426   426         60       RM          60    3378   Pave  Grvl      Reg
## 427   427         80       RL          NA   12800   Pave  <NA>      Reg
## 428   428         20       RL          77    8593   Pave  <NA>      IR1
## 429   429         20       RL          64    6762   Pave  <NA>      Reg
## 430   430         20       RL         130   11457   Pave  <NA>      IR1
## 431   431        160       RM          21    1680   Pave  <NA>      Reg
## 432   432         50       RM          60    5586   Pave  <NA>      IR1
## 433   433        160       RM          24    1920   Pave  <NA>      Reg
## 434   434         60       RL         100   10839   Pave  <NA>      IR1
## 435   435        180       RM          21    1890   Pave  <NA>      Reg
## 436   436         60       RL          43   10667   Pave  <NA>      IR2
## 437   437         50       RM          40    4400   Pave  <NA>      Reg
## 438   438         45       RM          50    6000   Pave  <NA>      Reg
## 439   439         30       RL          40    4280   Pave  <NA>      Reg
## 440   440         50       RL          67   12354   Pave  Grvl      Reg
## 441   441         20       RL         105   15431   Pave  <NA>      Reg
## 442   442         90       RL          92   12108   Pave  <NA>      Reg
## 443   443         50       RM          52    6240   Pave  <NA>      Reg
## 444   444        120       RL          53    3922   Pave  <NA>      Reg
## 445   445         60       RL          70    8750   Pave  <NA>      Reg
## 446   446         20       RL          73    9855   Pave  <NA>      Reg
## 447   447         20       RL         137   16492   Pave  <NA>      IR1
## 448   448         60       RL          NA   11214   Pave  <NA>      IR1
## 449   449         50       RM          50    8600   Pave  <NA>      Reg
## 450   450         50       RM          50    6000   Pave  <NA>      Reg
## 451   451         30       RM          70    5684   Pave  <NA>      Reg
## 452   452         20       RL          62   70761   Pave  <NA>      IR1
## 453   453         60       RL          NA    9303   Pave  <NA>      IR1
## 454   454         60       FV          75    9000   Pave  <NA>      Reg
## 455   455         90       RL          63    9297   Pave  <NA>      Reg
## 456   456         20       RL          80    9600   Pave  <NA>      Reg
## 457   457         70       RM          34    4571   Pave  Grvl      Reg
## 458   458         20       RL          NA   53227   Pave  <NA>      IR1
## 459   459         70       RM          NA    5100   Pave  Grvl      Reg
## 460   460         50       RL          NA    7015   Pave  <NA>      IR1
## 461   461         60       FV          75    8004   Pave  <NA>      IR1
## 462   462         70       RL          60    7200   Pave  <NA>      Reg
## 463   463         20       RL          60    8281   Pave  <NA>      IR1
## 464   464         70       RL          74   11988   Pave  <NA>      IR1
## 465   465         20       RL          60    8430   Pave  <NA>      Reg
## 466   466        120       RM          NA    3072   Pave  <NA>      Reg
## 467   467         20       RL          85   10628   Pave  <NA>      Reg
## 468   468         70       RL          79    9480   Pave  <NA>      Reg
## 469   469         20       RL          98   11428   Pave  <NA>      IR1
## 470   470         60       RL          76    9291   Pave  <NA>      IR1
## 471   471        120       RL          NA    6820   Pave  <NA>      IR1
## 472   472         60       RL          92   11952   Pave  <NA>      Reg
## 473   473        180       RM          35    3675   Pave  <NA>      Reg
## 474   474         20       RL         110   14977   Pave  <NA>      IR1
## 475   475        120       RL          41    5330   Pave  <NA>      Reg
## 476   476         20       RL          80    8480   Pave  <NA>      Reg
## 477   477         20       RL          75   13125   Pave  <NA>      Reg
## 478   478         60       RL         105   13693   Pave  <NA>      Reg
## 479   479         20       RL          79   10637   Pave  <NA>      Reg
## 480   480         30       RM          50    5925   Pave  <NA>      Reg
## 481   481         20       RL          98   16033   Pave  <NA>      IR1
## 482   482         20       RL          72   11846   Pave  <NA>      IR1
## 483   483         70       RM          50    2500   Pave  Pave      Reg
## 484   484        120       RM          32    4500   Pave  <NA>      Reg
## 485   485         20       RL          NA    7758   Pave  <NA>      IR1
## 486   486         20       RL          80    9600   Pave  <NA>      Reg
## 487   487         20       RL          79   10289   Pave  <NA>      Reg
## 488   488         20       RL          70   12243   Pave  <NA>      IR1
## 489   489        190       RL          60   10800   Pave  <NA>      Reg
## 490   490        180       RM          21    1526   Pave  <NA>      Reg
## 491   491        160       RM          NA    2665   Pave  <NA>      Reg
## 492   492         50       RL          79    9490   Pave  <NA>      Reg
## 493   493         60       RL         105   15578   Pave  <NA>      IR1
## 494   494         20       RL          70    7931   Pave  <NA>      Reg
## 495   495         30       RM          50    5784   Pave  <NA>      Reg
## 496   496         30  C (all)          60    7879   Pave  <NA>      Reg
## 497   497         20       RL          NA   12692   Pave  <NA>      IR1
## 498   498         50       RL          60    9120   Pave  Pave      Reg
## 499   499         20       RL          65    7800   Pave  <NA>      Reg
## 500   500         20       RL          70    7535   Pave  <NA>      IR1
## 501   501        160       RM          21    1890   Pave  <NA>      Reg
## 502   502         60       FV          75    9803   Pave  <NA>      Reg
## 503   503         20       RL          70    9170   Pave  <NA>      Reg
## 504   504         20       RL         100   15602   Pave  <NA>      IR1
## 505   505        160       RL          24    2308   Pave  <NA>      Reg
## 506   506         90       RM          60    7596   Pave  Grvl      Reg
## 507   507         60       RL          80    9554   Pave  <NA>      IR1
## 508   508         20       FV          75    7862   Pave  <NA>      IR1
## 509   509         70       RM          60    9600   Pave  <NA>      Reg
## 510   510         20       RL          80    9600   Pave  <NA>      Reg
## 511   511         20       RL          75   14559   Pave  <NA>      Reg
## 512   512        120       RL          40    6792   Pave  <NA>      IR1
## 513   513         20       RL          70    9100   Pave  <NA>      Reg
## 514   514         20       RL          71    9187   Pave  <NA>      Reg
## 515   515         45       RL          55   10594   Pave  <NA>      Reg
## 516   516         20       RL          94   12220   Pave  <NA>      Reg
## 517   517         80       RL          NA   10448   Pave  <NA>      IR1
## 518   518         60       RL          79   10208   Pave  <NA>      IR1
## 519   519         60       RL          NA    9531   Pave  <NA>      IR1
## 520   520         70       RL          53   10918   Pave  <NA>      Reg
## 521   521        190       RL          60   10800   Pave  Grvl      Reg
## 522   522         20       RL          90   11988   Pave  <NA>      IR1
## 523   523         50       RM          50    5000   Pave  <NA>      Reg
## 524   524         60       RL         130   40094   Pave  <NA>      IR1
## 525   525         60       RL          95   11787   Pave  <NA>      IR1
## 526   526         20       FV          62    7500   Pave  Pave      Reg
## 527   527         20       RL          70   13300   Pave  <NA>      Reg
## 528   528         60       RL          67   14948   Pave  <NA>      IR1
## 529   529         30       RL          58    9098   Pave  <NA>      IR1
## 530   530         20       RL          NA   32668   Pave  <NA>      IR1
## 531   531         80       RL          85   10200   Pave  <NA>      Reg
## 532   532         70       RM          60    6155   Pave  <NA>      IR1
## 533   533         20       RL          60    7200   Pave  <NA>      Reg
## 534   534         20       RL          50    5000   Pave  <NA>      Reg
## 535   535         60       RL          74    9056   Pave  <NA>      IR1
## 536   536        190       RL          70    7000   Pave  <NA>      Reg
## 537   537         60       RL          57    8924   Pave  <NA>      IR1
## 538   538         20       RL          NA   12735   Pave  <NA>      IR1
## 539   539         20       RL          NA   11553   Pave  <NA>      IR1
## 540   540         20       RL          NA   11423   Pave  <NA>      Reg
## 541   541         20       RL          85   14601   Pave  <NA>      Reg
## 542   542         60       RL          NA   11000   Pave  <NA>      Reg
## 543   543         20       RL          78   10140   Pave  <NA>      Reg
## 544   544        120       RH          34    4058   Pave  <NA>      Reg
## 545   545         60       RL          58   17104   Pave  <NA>      IR1
## 546   546         50       RL          NA   13837   Pave  <NA>      IR1
## 547   547         50       RL          70    8737   Pave  <NA>      IR1
## 548   548         85       RL          54    7244   Pave  <NA>      Reg
## 549   549         20       RM          49    8235   Pave  <NA>      IR1
## 550   550         60       FV          75    9375   Pave  <NA>      Reg
## 551   551        120       RL          53    4043   Pave  <NA>      Reg
## 552   552         20       RM          50    6000   Pave  <NA>      Reg
## 553   553         20       RL          87   11146   Pave  <NA>      IR1
## 554   554         20       RL          67    8777   Pave  <NA>      Reg
## 555   555         60       RL          85   10625   Pave  <NA>      Reg
## 556   556         45       RM          58    6380   Pave  <NA>      Reg
## 557   557         20       RL          69   14850   Pave  <NA>      IR1
## 558   558         50  C (all)          60   11040   Pave  <NA>      Reg
## 559   559         60       RL          57   21872   Pave  <NA>      IR2
## 560   560        120       RL          NA    3196   Pave  <NA>      Reg
## 561   561         20       RL          NA   11341   Pave  <NA>      IR1
## 562   562         20       RL          77   10010   Pave  <NA>      Reg
## 563   563         30       RL          63   13907   Pave  <NA>      Reg
## 564   564         50       RL          66   21780   Pave  <NA>      Reg
## 565   565         60       RL          NA   13346   Pave  <NA>      IR1
## 566   566         70       RL          66    6858   Pave  <NA>      Reg
## 567   567         60       RL          77   11198   Pave  <NA>      IR1
## 568   568         20       RL          70   10171   Pave  <NA>      IR1
## 569   569         50       RL          79   12327   Pave  <NA>      IR1
## 570   570         90       RL          NA    7032   Pave  <NA>      IR1
## 571   571         90       RL          74   13101   Pave  <NA>      IR1
## 572   572         20       RL          60    7332   Pave  <NA>      Reg
## 573   573         60       RL          83   13159   Pave  <NA>      IR1
## 574   574         80       RL          76    9967   Pave  <NA>      IR1
## 575   575         80       RL          70   10500   Pave  <NA>      Reg
## 576   576         50       RL          80    8480   Pave  <NA>      Reg
## 577   577         50       RL          52    6292   Pave  <NA>      Reg
## 578   578         80       RL          96   11777   Pave  <NA>      IR1
## 579   579        160       FV          34    3604   Pave  Pave      Reg
## 580   580         50       RM          81   12150   Pave  Grvl      Reg
## 581   581         20       RL          NA   14585   Pave  <NA>      IR1
## 582   582         20       RL          98   12704   Pave  <NA>      Reg
## 583   583         90       RL          81   11841   Grvl  <NA>      Reg
## 584   584         75       RM          75   13500   Pave  <NA>      Reg
## 585   585         50       RM          51    6120   Pave  <NA>      Reg
## 586   586         20       RL          88   11443   Pave  <NA>      Reg
## 587   587         30       RL          55   10267   Pave  <NA>      Reg
## 588   588         85       RL          74    8740   Pave  <NA>      IR1
## 589   589         20       RL          65   25095   Pave  <NA>      IR1
## 590   590         40       RM          50    9100   Pave  <NA>      Reg
## 591   591         60       RL          64    8320   Pave  <NA>      Reg
## 592   592         60       RL          97   13478   Pave  <NA>      IR1
## 593   593         20       RL          60    6600   Pave  <NA>      Reg
## 594   594        120       RM          NA    4435   Pave  <NA>      Reg
## 595   595         20       RL          88    7990   Pave  <NA>      IR1
## 596   596         20       RL          69   11302   Pave  <NA>      IR1
## 597   597         70       RM          60    3600   Pave  Grvl      Reg
## 598   598        120       RL          53    3922   Pave  <NA>      Reg
## 599   599         20       RL          80   12984   Pave  <NA>      Reg
## 600   600        160       RM          24    1950   Pave  <NA>      Reg
## 601   601         60       RL          74   10927   Pave  <NA>      Reg
## 602   602         50       RM          50    9000   Pave  <NA>      Reg
## 603   603         60       RL          80   10041   Pave  <NA>      IR1
## 604   604        160       FV          30    3182   Pave  Pave      Reg
## 605   605         20       RL          88   12803   Pave  <NA>      IR1
## 606   606         60       RL          85   13600   Pave  <NA>      Reg
## 607   607         20       RL          82   12464   Pave  <NA>      IR2
## 608   608         20       RL          78    7800   Pave  <NA>      Reg
## 609   609         70       RL          78   12168   Pave  <NA>      Reg
## 610   610         20       RL          61    7943   Pave  <NA>      Reg
## 611   611         60       RL          NA   11050   Pave  <NA>      Reg
## 612   612         80       RL          NA   10395   Pave  <NA>      IR1
## 613   613         60       RL          NA   11885   Pave  <NA>      Reg
## 614   614         20       RL          70    8402   Pave  <NA>      Reg
## 615   615        180       RM          21    1491   Pave  <NA>      Reg
## 616   616         85       RL          80    8800   Pave  <NA>      Reg
## 617   617         60       RL          NA    7861   Pave  <NA>      IR1
## 618   618         45       RL          59    7227   Pave  <NA>      Reg
## 619   619         20       RL          90   11694   Pave  <NA>      Reg
## 620   620         60       RL          85   12244   Pave  <NA>      Reg
## 621   621         30       RL          45    8248   Pave  Grvl      Reg
## 622   622         60       RL          90   10800   Pave  <NA>      Reg
## 623   623         20       RL          71    7064   Pave  <NA>      Reg
## 624   624        160       FV          NA    2117   Pave  <NA>      Reg
## 625   625         60       RL          80   10400   Pave  <NA>      Reg
## 626   626         20       RL          87   10000   Pave  <NA>      IR1
## 627   627         20       RL          NA   12342   Pave  <NA>      IR1
## 628   628         80       RL          80    9600   Pave  <NA>      Reg
## 629   629         60       RL          70   11606   Pave  <NA>      IR1
## 630   630         80       RL          82    9020   Pave  <NA>      Reg
## 631   631         70       RM          50    9000   Pave  Grvl      Reg
## 632   632        120       RL          34    4590   Pave  <NA>      Reg
## 633   633         20       RL          85   11900   Pave  <NA>      Reg
## 634   634         20       RL          80    9250   Pave  <NA>      Reg
## 635   635         90       RL          64    6979   Pave  <NA>      Reg
## 636   636        190       RH          60   10896   Pave  Pave      Reg
## 637   637         30       RM          51    6120   Pave  <NA>      Reg
## 638   638        190       RM          50    6000   Pave  <NA>      Reg
## 639   639         30       RL          67    8777   Pave  <NA>      Reg
## 640   640        120       RL          53    3982   Pave  <NA>      Reg
## 641   641        120       RL          62   12677   Pave  <NA>      IR1
## 642   642         60       FV          NA    7050   Pave  <NA>      Reg
## 643   643         80       RL          75   13860   Pave  <NA>      Reg
## 644   644         60       RL          80   10793   Pave  <NA>      Reg
## 645   645         20       FV          85    9187   Pave  <NA>      Reg
## 646   646         20       RL          NA   10530   Pave  <NA>      IR1
## 647   647         20       RL          60    7200   Pave  <NA>      Reg
## 648   648         20       RL          85   10452   Pave  <NA>      IR1
## 649   649         60       RL          70    7700   Pave  <NA>      Reg
## 650   650        180       RM          21    1936   Pave  <NA>      Reg
## 651   651         60       FV          65    8125   Pave  <NA>      Reg
## 652   652         70       RL          60    9084   Pave  <NA>      Reg
## 653   653         60       RL          70    8750   Pave  <NA>      Reg
## 654   654         50       RM          60   10320   Pave  Grvl      Reg
## 655   655         20       RL          91   10437   Pave  <NA>      IR1
## 656   656        160       RM          21    1680   Pave  <NA>      Reg
## 657   657         20       RL          72   10007   Pave  <NA>      IR1
## 658   658         70       RL          60    7200   Pave  <NA>      Reg
## 659   659         50       RL          78   17503   Pave  <NA>      Reg
## 660   660         20       RL          75    9937   Pave  <NA>      Reg
## 661   661         60       RL          NA   12384   Pave  <NA>      Reg
## 662   662         60       RL          52   46589   Pave  <NA>      IR2
## 663   663         20       RL         120   13560   Pave  <NA>      Reg
## 664   664         85       RL          90   10012   Pave  <NA>      Reg
## 665   665         20       RL          49   20896   Pave  <NA>      IR2
## 666   666         60       RL         106   11194   Pave  <NA>      IR1
## 667   667         60       RL          NA   18450   Pave  <NA>      IR1
## 668   668         20       RL          65    8125   Pave  <NA>      Reg
## 669   669         20       RL          NA   14175   Pave  <NA>      Reg
## 670   670         30       RL          80   11600   Pave  <NA>      Reg
## 671   671         60       RL          64    8633   Pave  <NA>      Reg
## 672   672         70       RH          54    6629   Pave  <NA>      Reg
## 673   673         20       RL          NA   11250   Pave  <NA>      IR1
## 674   674         20       RL         110   14442   Pave  <NA>      Reg
## 675   675         20       RL          80    9200   Pave  <NA>      Reg
## 676   676        160       RL          24    2289   Pave  <NA>      Reg
## 677   677         70       RM          60    9600   Pave  Grvl      Reg
## 678   678         30       RL          52    9022   Pave  <NA>      Reg
## 679   679         20       RL          80   11844   Pave  <NA>      IR1
## 680   680         20       RL          NA    9945   Pave  <NA>      IR1
## 681   681        120       RL          50    8012   Pave  <NA>      Reg
## 682   682         50       RH          55    4500   Pave  Pave      IR2
## 683   683        120       RL          NA    2887   Pave  <NA>      Reg
## 684   684         20       RL          90   11248   Pave  <NA>      IR1
## 685   685         60       RL          58   16770   Pave  <NA>      IR2
## 686   686        160       RL          NA    5062   Pave  <NA>      IR1
## 687   687         60       FV          84   10207   Pave  <NA>      Reg
## 688   688        160       FV          NA    5105   Pave  <NA>      IR2
## 689   689         20       RL          60    8089   Pave  <NA>      Reg
## 690   690        120       RL          61    7577   Pave  <NA>      IR1
## 691   691        120       RM          NA    4426   Pave  <NA>      Reg
## 692   692         60       RL         104   21535   Pave  <NA>      IR1
## 693   693         60       RL          42   26178   Pave  <NA>      IR1
## 694   694         30       RL          60    5400   Pave  <NA>      Reg
## 695   695         50       RM          51    6120   Pave  <NA>      Reg
## 696   696         20       RL          54   13811   Pave  <NA>      IR1
## 697   697         30       RM          50    6000   Pave  <NA>      Reg
## 698   698         20       RL          57    6420   Pave  <NA>      IR1
## 699   699         20       RL          65    8450   Pave  <NA>      Reg
## 700   700        120       FV          59    4282   Pave  Pave      IR2
## 701   701         20       RL          85   14331   Pave  <NA>      Reg
## 702   702         20       RL          80    9600   Pave  <NA>      Reg
## 703   703         60       RL          82   12438   Pave  <NA>      IR1
## 704   704        190       RM          76    7630   Pave  <NA>      Reg
## 705   705         20       RL          70    8400   Pave  <NA>      Reg
## 706   706        190       RM          70    5600   Pave  <NA>      Reg
## 707   707         20       RL          NA  115149   Pave  <NA>      IR2
## 708   708        120       RL          48    6240   Pave  <NA>      Reg
## 709   709         60       RL          65    9018   Pave  <NA>      IR1
## 710   710         20       RL          NA    7162   Pave  <NA>      IR1
## 711   711         30       RL          56    4130   Pave  <NA>      IR1
## 712   712         50  C (all)          66    8712   Pave  Pave      Reg
## 713   713        120       RL          40    4671   Pave  <NA>      IR1
## 714   714        190       RL          60    9873   Pave  <NA>      Reg
## 715   715         60       RL          NA   13517   Pave  <NA>      IR1
## 716   716         20       RL          78   10140   Pave  <NA>      Reg
## 717   717         70       RM          60   10800   Pave  Grvl      Reg
## 718   718         20       RL          80   10000   Pave  <NA>      Reg
## 719   719         60       RL          96   10542   Pave  <NA>      Reg
## 720   720         20       RL          69    9920   Pave  <NA>      IR1
## 721   721        120       RL          NA    6563   Pave  <NA>      IR1
## 722   722        120       RM          NA    4426   Pave  <NA>      Reg
## 723   723         20       RL          70    8120   Pave  <NA>      Reg
## 724   724         50       RL          60    8172   Pave  <NA>      Reg
## 725   725         20       RL          86   13286   Pave  <NA>      IR1
## 726   726         20       RL          60    6960   Pave  <NA>      Reg
## 727   727         20       RL          NA   21695   Pave  <NA>      IR1
## 728   728         20       RL          64    7314   Pave  <NA>      Reg
## 729   729         90       RL          85   11475   Pave  <NA>      Reg
## 730   730         30       RM          52    6240   Pave  Grvl      Reg
## 731   731        120       RL          39    5389   Pave  <NA>      IR1
## 732   732         80       RL          73    9590   Pave  <NA>      IR1
## 733   733         60       RL          75   11404   Pave  <NA>      IR1
## 734   734         20       RL          80   10000   Pave  <NA>      Reg
## 735   735         20       RL          NA    8978   Pave  <NA>      IR1
## 736   736         75       RM          60   10800   Pave  <NA>      Reg
## 737   737         90       RL          60    8544   Pave  <NA>      Reg
## 738   738         60       RL          72   10463   Pave  <NA>      IR1
## 739   739         90       RL          60   10800   Pave  <NA>      Reg
## 740   740         60       RL          65    9313   Pave  <NA>      IR1
## 741   741         70       RM          60    9600   Pave  Grvl      Reg
## 742   742         20       RL          65    6768   Pave  <NA>      IR1
## 743   743         20       RL          65    8450   Pave  <NA>      Reg
## 744   744         80       RL          70   12886   Pave  <NA>      IR1
## 745   745        120       RL          41    5395   Pave  <NA>      IR1
## 746   746         60       RL          NA    8963   Pave  <NA>      IR1
## 747   747         60       RL          NA    8795   Pave  <NA>      IR1
## 748   748         70       RM          65   11700   Pave  Pave      IR1
## 749   749         20       RL          59   10593   Pave  <NA>      IR1
## 750   750         50       RL          50    8405   Pave  <NA>      Reg
## 751   751         50       RM          55    8800   Pave  Grvl      Reg
## 752   752         60       RL          NA    7750   Pave  <NA>      Reg
## 753   753         20       RL          79    9236   Pave  <NA>      IR1
## 754   754         60       RL          80   10240   Pave  <NA>      Reg
## 755   755         20       RL          61    7930   Pave  <NA>      Reg
## 756   756        160       FV          34    3230   Pave  Pave      Reg
## 757   757         60       RL          68   10769   Pave  <NA>      IR1
## 758   758         60       RL          NA   11616   Pave  <NA>      IR1
## 759   759        160       FV          24    2280   Pave  Pave      Reg
## 760   760         60       RL          65   12257   Pave  <NA>      IR1
## 761   761         20       RL          70    9100   Pave  <NA>      Reg
## 762   762         30       RM          60    6911   Pave  <NA>      Reg
## 763   763         60       FV          72    8640   Pave  <NA>      Reg
## 764   764         60       RL          82    9430   Pave  <NA>      Reg
## 765   765        120       RL          30    9549   Pave  <NA>      IR1
## 766   766         20       RL          75   14587   Pave  <NA>      IR1
## 767   767         60       RL          80   10421   Pave  <NA>      Reg
## 768   768         50       RL          75   12508   Pave  <NA>      IR1
## 769   769         20       RL          70    9100   Pave  <NA>      Reg
## 770   770         60       RL          47   53504   Pave  <NA>      IR2
## 771   771         85       RL          NA    7252   Pave  <NA>      IR1
## 772   772         20       RL          67    8877   Pave  <NA>      Reg
## 773   773         80       RL          94    7819   Pave  <NA>      Reg
## 774   774         20       RL          70   10150   Pave  <NA>      Reg
## 775   775         20       RL         110   14226   Pave  <NA>      Reg
## 776   776        120       RM          32    4500   Pave  <NA>      Reg
## 777   777         20       RL          86   11210   Pave  <NA>      IR1
## 778   778         20       RL         100   13350   Pave  <NA>      IR1
## 779   779         90       RH          60    8400   Pave  <NA>      Reg
## 780   780         90       RL          78   10530   Pave  <NA>      Reg
## 781   781         20       RL          63    7875   Pave  <NA>      Reg
## 782   782         60       RL          65    7153   Pave  <NA>      Reg
## 783   783         20       RL          67   16285   Pave  <NA>      IR2
## 784   784         85       RL          NA    9101   Pave  <NA>      IR1
## 785   785         75       RM          35    6300   Pave  Grvl      Reg
## 786   786         20       RL          NA    9790   Pave  <NA>      Reg
## 787   787         50       RM          60   10800   Pave  <NA>      Reg
## 788   788         60       RL          76   10142   Pave  <NA>      IR1
## 789   789         20       RM          50    6000   Pave  <NA>      Reg
## 790   790         60       RL          NA   12205   Pave  <NA>      IR1
## 791   791        120       RL          43    3182   Pave  <NA>      Reg
## 792   792         80       RL          NA   11333   Pave  <NA>      IR1
## 793   793         60       RL          92    9920   Pave  <NA>      IR1
## 794   794         20       RL          76    9158   Pave  <NA>      Reg
## 795   795         60       RL          NA   10832   Pave  <NA>      IR1
## 796   796         60       RL          70    8400   Pave  <NA>      Reg
## 797   797         20       RL          71    8197   Pave  <NA>      Reg
## 798   798         20       RL          57    7677   Pave  <NA>      Reg
## 799   799         60       RL         104   13518   Pave  <NA>      Reg
## 800   800         50       RL          60    7200   Pave  <NA>      Reg
## 801   801         60       RL          79   12798   Pave  <NA>      IR1
## 802   802         30       RM          40    4800   Pave  <NA>      Reg
## 803   803         60       RL          63    8199   Pave  <NA>      Reg
## 804   804         60       RL         107   13891   Pave  <NA>      Reg
## 805   805         20       RL          75    9000   Pave  <NA>      Reg
## 806   806         20       RL          91   12274   Pave  <NA>      IR1
## 807   807         80       RL          75    9750   Pave  <NA>      Reg
## 808   808         70       RL         144   21384   Pave  <NA>      Reg
## 809   809         80       RL          85   13400   Pave  <NA>      Reg
## 810   810         75       RM          90    8100   Pave  <NA>      Reg
## 811   811         20       RL          78   10140   Pave  <NA>      Reg
## 812   812        120       RM          NA    4438   Pave  <NA>      Reg
## 813   813         20  C (all)          66    8712   Grvl  <NA>      Reg
## 814   814         20       RL          75    9750   Pave  <NA>      Reg
## 815   815         50       RL          45    8248   Pave  Grvl      Reg
## 816   816         20       RL          48   12137   Pave  <NA>      IR2
## 817   817         20       RL          NA   11425   Pave  <NA>      IR1
## 818   818         20       RL          NA   13265   Pave  <NA>      IR1
## 819   819         80       RL          80    8816   Pave  <NA>      Reg
## 820   820        120       RL          44    6371   Pave  <NA>      IR1
## 821   821         60       RL          72    7226   Pave  <NA>      IR1
## 822   822         20       RM          60    6000   Pave  Pave      Reg
## 823   823         60       RL          NA   12394   Pave  <NA>      IR1
## 824   824         50       RL          60    9900   Pave  <NA>      Reg
## 825   825         20       FV          81   11216   Pave  <NA>      Reg
## 826   826         20       RL         114   14803   Pave  <NA>      Reg
## 827   827         45       RM          50    6130   Pave  <NA>      Reg
## 828   828         20       RL          65    8529   Pave  <NA>      IR1
## 829   829         60       RL          NA   28698   Pave  <NA>      IR2
## 830   830        160       FV          24    2544   Pave  Pave      Reg
## 831   831         20       RL          80   11900   Pave  <NA>      IR1
## 832   832        160       FV          30    3180   Pave  Pave      Reg
## 833   833         60       RL          44    9548   Pave  <NA>      IR1
## 834   834         20       RL         100   10004   Pave  <NA>      Reg
## 835   835         20       RL          75    7875   Pave  <NA>      Reg
## 836   836         20       RL          60    9600   Pave  <NA>      Reg
## 837   837         30       RM          90    8100   Pave  Pave      Reg
## 838   838        160       RM          21    1680   Pave  <NA>      Reg
## 839   839         20       RL          75    9525   Pave  <NA>      Reg
## 840   840         50       RL          70   11767   Pave  <NA>      Reg
## 841   841         70       RH          NA   12155   Pave  <NA>      IR1
## 842   842         70       RM          60   10440   Pave  Grvl      Reg
## 843   843         80       RL          82    9020   Pave  <NA>      Reg
## 844   844         90       RL          80    8000   Pave  <NA>      Reg
## 845   845         50       RM         100   12665   Pave  Grvl      IR1
## 846   846         85       RL          NA   16647   Pave  <NA>      IR1
## 847   847         60       RL          75    9317   Pave  <NA>      Reg
## 848   848         20       RL          36   15523   Pave  <NA>      IR1
## 849   849         50       RL          75   45600   Pave  <NA>      IR2
## 850   850         80       RL          80    9600   Pave  <NA>      Reg
## 851   851        120       RM          36    4435   Pave  <NA>      Reg
## 852   852        120       RL          NA    3196   Pave  <NA>      Reg
## 853   853         75       RL          53    7128   Pave  <NA>      Reg
## 854   854         80       RL          NA   12095   Pave  <NA>      IR1
## 855   855         20       RL         102   17920   Pave  <NA>      Reg
## 856   856         20       RL          NA    6897   Pave  <NA>      IR1
## 857   857         80       RL          NA   10970   Pave  <NA>      IR1
## 858   858         60       RL          65    8125   Pave  <NA>      Reg
## 859   859         20       RL          80   10400   Pave  <NA>      Reg
## 860   860         60       RL          NA   11029   Pave  <NA>      IR1
## 861   861         50       RL          55    7642   Pave  <NA>      Reg
## 862   862        190       RL          75   11625   Pave  <NA>      Reg
## 863   863         20       RL          81    9672   Pave  <NA>      Reg
## 864   864         20       RL          70    7931   Pave  <NA>      Reg
## 865   865         20       FV          72    8640   Pave  <NA>      Reg
## 866   866         20       RL          NA    8750   Pave  <NA>      IR1
## 867   867         20       RL          67   10656   Pave  <NA>      IR1
## 868   868         20       RL          85    6970   Pave  <NA>      Reg
## 869   869         60       RL          NA   14762   Pave  <NA>      IR2
## 870   870         60       RL          80    9938   Pave  <NA>      Reg
## 871   871         20       RL          60    6600   Pave  <NA>      Reg
## 872   872         60       RL          70    8750   Pave  <NA>      Reg
## 873   873         20       RL          74    8892   Pave  <NA>      Reg
## 874   874         40       RL          60   12144   Pave  <NA>      Reg
## 875   875         50       RM          52    5720   Pave  <NA>      Reg
## 876   876         60       FV          75    9000   Pave  <NA>      Reg
## 877   877         20       RL          94   25286   Pave  <NA>      Reg
## 878   878         60       RL          74    8834   Pave  <NA>      Reg
## 879   879         85       RL          88   11782   Pave  <NA>      IR1
## 880   880         20       RL          NA    7000   Pave  <NA>      IR1
## 881   881         20       RL          60    7024   Pave  <NA>      Reg
## 882   882         50       RL          44   13758   Pave  <NA>      IR1
## 883   883         60       RL          NA    9636   Pave  <NA>      IR1
## 884   884         75       RL          60    6204   Pave  <NA>      Reg
## 885   885         20       RL          65    7150   Pave  <NA>      Reg
## 886   886        120       FV          50    5119   Pave  <NA>      IR1
## 887   887         90       RL          70    8393   Pave  <NA>      Reg
## 888   888         50       RL          59   16466   Pave  <NA>      IR1
## 889   889         20       RL          95   15865   Pave  <NA>      IR1
## 890   890         20       RL         128   12160   Pave  <NA>      Reg
## 891   891         50       RL          60    8064   Pave  <NA>      Reg
## 892   892         60       RL          70   11184   Pave  <NA>      Reg
## 893   893         20       RL          70    8414   Pave  <NA>      Reg
## 894   894         20       RL          NA   13284   Pave  <NA>      Reg
## 895   895         90       RL          64    7018   Pave  <NA>      Reg
## 896   896         60       RL          71    7056   Pave  <NA>      Reg
## 897   897         30       RM          50    8765   Pave  Grvl      Reg
## 898   898         90       RL          64    7018   Pave  <NA>      Reg
## 899   899         20       RL         100   12919   Pave  <NA>      IR1
## 900   900         20       RL          65    6993   Pave  <NA>      Reg
## 901   901         20       RL          NA    7340   Pave  <NA>      IR1
## 902   902         20       RL          64    8712   Pave  <NA>      IR1
## 903   903         60       RL          63    7875   Pave  <NA>      Reg
## 904   904         20       RL          50   14859   Pave  <NA>      IR1
## 905   905         20       RL          NA    6173   Pave  <NA>      IR1
## 906   906         20       RL          80    9920   Pave  <NA>      Reg
## 907   907         20       RL         116   13501   Pave  <NA>      IR1
## 908   908         50       RL          86   11500   Pave  <NA>      IR1
## 909   909         20       RL          NA    8885   Pave  <NA>      IR1
## 910   910         60       RL         149   12589   Pave  <NA>      IR2
## 911   911         90       RL          80   11600   Pave  <NA>      Reg
## 912   912         20       RL          NA    9286   Pave  <NA>      IR1
## 913   913         30       RM          51    6120   Pave  <NA>      Reg
## 914   914         90       RH          82    6270   Pave  <NA>      Reg
## 915   915        160       FV          30    3000   Pave  Pave      Reg
## 916   916        160       RM          21    2001   Pave  <NA>      Reg
## 917   917         20  C (all)          50    9000   Pave  <NA>      Reg
## 918   918         20       RL          NA   17140   Pave  <NA>      Reg
## 919   919         60       RL         103   13125   Pave  <NA>      IR1
## 920   920         20       RL          87   11029   Pave  <NA>      IR1
## 921   921         60       RL          70    8462   Pave  <NA>      IR1
## 922   922         90       RL          67    8777   Pave  <NA>      Reg
## 923   923         20       RL          65   10237   Pave  <NA>      Reg
## 924   924        120       RL          50    8012   Pave  <NA>      Reg
## 925   925         20       RL          79   10240   Pave  <NA>      Reg
## 926   926         20       RL          NA   15611   Pave  <NA>      IR1
## 927   927         60       RL          93   11999   Pave  <NA>      Reg
## 928   928         60       RL          NA    9900   Pave  <NA>      Reg
## 929   929         20       RL          NA   11838   Pave  <NA>      Reg
## 930   930         60       RL          NA   13006   Pave  <NA>      IR1
## 931   931         20       RL          73    8925   Pave  <NA>      IR1
## 932   932         20       RL          70    9100   Pave  <NA>      Reg
## 933   933         20       RL          84   11670   Pave  <NA>      IR1
## 934   934         20       RL          63    8487   Pave  <NA>      Reg
## 935   935         20       RL         313   27650   Pave  <NA>      IR2
## 936   936         30       RL          52    5825   Pave  <NA>      IR1
## 937   937         20       RL          67   10083   Pave  <NA>      Reg
## 938   938         60       RL          75    9675   Pave  <NA>      Reg
## 939   939         60       RL          73    8760   Pave  <NA>      Reg
## 940   940         70       RL          NA   24090   Pave  <NA>      Reg
## 941   941         90       RL          55   12640   Pave  <NA>      IR1
## 942   942         60       RL          NA    8755   Pave  <NA>      IR1
## 943   943         90       RL          42    7711   Pave  <NA>      IR1
## 944   944         90       RL         100   25000   Pave  <NA>      Reg
## 945   945         20       RL          NA   14375   Pave  <NA>      IR1
## 946   946         50       RM          98    8820   Pave  <NA>      Reg
## 947   947         80       RL          70    8163   Pave  <NA>      Reg
## 948   948         20       RL          85   14536   Pave  <NA>      Reg
## 949   949         60       RL          65   14006   Pave  <NA>      IR1
## 950   950         20       RL          78    9360   Pave  <NA>      Reg
## 951   951         20       RL          60    7200   Pave  <NA>      Reg
## 952   952         20       RH          60    7800   Pave  <NA>      Reg
## 953   953         85       RL          60    7200   Pave  <NA>      Reg
## 954   954         60       RL          NA   11075   Pave  <NA>      IR1
## 955   955         90       RL          35    9400   Pave  <NA>      IR1
## 956   956         90       RH          82    7136   Pave  <NA>      IR1
## 957   957        160       RM          24    1300   Pave  <NA>      Reg
## 958   958         20       RL          70    7420   Pave  <NA>      Reg
## 959   959         20       RL          65    8450   Pave  <NA>      Reg
## 960   960        160       FV          24    2572   Pave  <NA>      Reg
## 961   961         20       RL          50    7207   Pave  <NA>      IR1
## 962   962         60       RL          NA   12227   Pave  <NA>      IR1
## 963   963        160       RL          24    2308   Pave  <NA>      Reg
## 964   964         20       RL         122   11923   Pave  <NA>      IR1
## 965   965         60       RL          80   11316   Pave  <NA>      Reg
## 966   966         60       RL          65   10237   Pave  <NA>      Reg
## 967   967         50       RL         130    9600   Pave  <NA>      IR1
## 968   968         20       RL          NA    7390   Pave  <NA>      IR1
## 969   969         50       RM          50    5925   Pave  <NA>      Reg
## 970   970        190       RL          75   10382   Pave  <NA>      Reg
## 971   971         50       RL          60   10800   Pave  <NA>      Reg
## 972   972        160       RL          36    2268   Pave  <NA>      Reg
## 973   973        120       RL          55    7892   Pave  <NA>      Reg
## 974   974         20       FV          95   11639   Pave  <NA>      Reg
## 975   975         70       RL          60   11414   Pave  <NA>      IR1
## 976   976        160       FV          NA    2651   Pave  <NA>      Reg
## 977   977         30       RL          51    5900   Pave  <NA>      IR1
## 978   978        120       FV          35    4274   Pave  Pave      IR1
## 979   979         20       RL          68    9450   Pave  <NA>      Reg
## 980   980         20       RL          80    8816   Pave  <NA>      Reg
## 981   981         85       RL          NA   12122   Pave  <NA>      IR1
## 982   982         60       RL          98   12203   Pave  <NA>      IR1
## 983   983         20       RL          43    3182   Pave  <NA>      Reg
## 984   984         60       RL          NA   11250   Pave  <NA>      Reg
## 985   985         90       RL          75   10125   Pave  <NA>      Reg
## 986   986        190       RL          68   10880   Pave  <NA>      Reg
## 987   987         50       RM          59    5310   Pave  <NA>      Reg
## 988   988         20       RL          83   10159   Pave  <NA>      IR1
## 989   989         60       RL          NA   12046   Pave  <NA>      IR1
## 990   990         60       FV          65    8125   Pave  <NA>      Reg
## 991   991         60       RL          82    9452   Pave  <NA>      Reg
## 992   992         70       RM         121   17671   Pave  Grvl      Reg
## 993   993         60       RL          80    9760   Pave  <NA>      Reg
## 994   994         60       RL          68    8846   Pave  <NA>      Reg
## 995   995         20       RL          96   12456   Pave  <NA>      Reg
## 996   996         50       RL          51    4712   Pave  <NA>      IR1
## 997   997         20       RL          NA   10659   Pave  <NA>      IR1
## 998   998         20       RL          NA   11717   Pave  <NA>      IR1
## 999   999         30       RM          60    9786   Pave  <NA>      Reg
## 1000 1000         20       RL          64    6762   Pave  <NA>      Reg
## 1001 1001         20       RL          74   10206   Pave  <NA>      Reg
## 1002 1002         30       RL          60    5400   Pave  <NA>      Reg
## 1003 1003         20       RL          75   11957   Pave  <NA>      IR1
## 1004 1004         90       RL          NA   11500   Pave  <NA>      IR1
## 1005 1005        120       RL          43    3182   Pave  <NA>      Reg
## 1006 1006         80       RL          65    8385   Pave  <NA>      Reg
## 1007 1007         20       RL          NA   12155   Pave  <NA>      IR3
## 1008 1008        160       RM          21    2217   Pave  <NA>      Reg
## 1009 1009         20       RL          43   12118   Pave  <NA>      IR1
## 1010 1010         50       RL          60    6000   Pave  <NA>      Reg
## 1011 1011         50       RL         115   21286   Pave  <NA>      Reg
## 1012 1012         90       RL          75    9825   Pave  <NA>      Reg
## 1013 1013         70       RL          55   10592   Pave  <NA>      Reg
## 1014 1014         30       RM          60    7200   Pave  <NA>      Reg
## 1015 1015         20       RL          60   11664   Pave  <NA>      Reg
## 1016 1016         60       RL          70    8400   Pave  <NA>      Reg
## 1017 1017         20       RL          73   11883   Pave  <NA>      Reg
## 1018 1018        120       RL          NA    5814   Pave  <NA>      IR1
## 1019 1019         80       RL          NA   10784   Pave  <NA>      IR1
## 1020 1020        120       RL          43    3013   Pave  <NA>      Reg
## 1021 1021         20       RL          60    7024   Pave  <NA>      Reg
## 1022 1022         20       RL          64    7406   Pave  <NA>      Reg
## 1023 1023         50       RM          52    9439   Pave  <NA>      Reg
## 1024 1024        120       RL          43    3182   Pave  <NA>      Reg
## 1025 1025         20       RL          NA   15498   Pave  <NA>      IR1
## 1026 1026         20       RL          70    7700   Pave  <NA>      Reg
## 1027 1027         20       RL          73    9300   Pave  <NA>      Reg
## 1028 1028         20       RL          71    9520   Pave  <NA>      IR1
## 1029 1029         50       RL          79    9492   Pave  <NA>      Reg
## 1030 1030        160       RM          21    1680   Pave  <NA>      Reg
## 1031 1031        190       RH          NA    7082   Pave  <NA>      Reg
## 1032 1032         75       RL         102   15863   Pave  <NA>      Reg
## 1033 1033         60       RL          NA   14541   Pave  <NA>      IR1
## 1034 1034         20       RL          NA    8125   Pave  <NA>      Reg
## 1035 1035         30       RL          50    6305   Pave  <NA>      Reg
## 1036 1036         20       RL          NA   11500   Pave  <NA>      IR1
## 1037 1037         20       RL          89   12898   Pave  <NA>      IR1
## 1038 1038         60       RL          NA    9240   Pave  <NA>      Reg
## 1039 1039        160       RM          21    1533   Pave  <NA>      Reg
## 1040 1040        180       RM          21    1477   Pave  <NA>      Reg
## 1041 1041         20       RL          88   13125   Pave  <NA>      Reg
## 1042 1042         60       RL          NA    9130   Pave  <NA>      Reg
## 1043 1043        120       RL          34    5381   Pave  <NA>      IR1
## 1044 1044         60       RL          86   11839   Pave  <NA>      Reg
## 1045 1045         20       RL          80    9600   Pave  <NA>      Reg
## 1046 1046         20       RL          NA   13680   Pave  <NA>      IR1
## 1047 1047         60       RL          85   16056   Pave  <NA>      IR1
## 1048 1048         20       RL          57    9245   Pave  <NA>      IR2
## 1049 1049         20       RL         100   21750   Pave  <NA>      Reg
## 1050 1050         20       RL          60   11100   Pave  <NA>      Reg
## 1051 1051         20       RL          73    8993   Pave  <NA>      IR1
## 1052 1052         20       RL         103   11175   Pave  <NA>      IR1
## 1053 1053         60       RL         100    9500   Pave  <NA>      Reg
## 1054 1054         20       RL          68    8562   Pave  <NA>      Reg
## 1055 1055         60       RL          90   11367   Pave  <NA>      Reg
## 1056 1056         20       RL         104   11361   Pave  <NA>      Reg
## 1057 1057        120       RL          43    7052   Pave  <NA>      IR1
## 1058 1058         60       RL          NA   29959   Pave  <NA>      IR2
## 1059 1059         60       RL          96   11308   Pave  <NA>      IR1
## 1060 1060         50       RL          NA   11275   Pave  <NA>      IR1
## 1061 1061        120       RL          41    4920   Pave  <NA>      Reg
## 1062 1062         30  C (all)         120   18000   Grvl  <NA>      Reg
## 1063 1063        190       RM          85   13600   Pave  Grvl      Reg
## 1064 1064         30       RM          50    6000   Pave  <NA>      Reg
## 1065 1065         20       RL          NA   11000   Pave  <NA>      IR1
## 1066 1066         60       RL          80   14000   Pave  <NA>      Reg
## 1067 1067         60       RL          59    7837   Pave  <NA>      IR1
## 1068 1068         60       RL          80    9760   Pave  <NA>      Reg
## 1069 1069        160       RM          42    3964   Pave  <NA>      Reg
## 1070 1070         45       RL          60    9600   Pave  <NA>      Reg
## 1071 1071         20       RL          72   10152   Pave  <NA>      Reg
## 1072 1072         60       RL          78   11700   Pave  <NA>      Reg
## 1073 1073         50       RL          50    7585   Pave  <NA>      Reg
## 1074 1074         60       RL          75    7950   Pave  <NA>      IR1
## 1075 1075         20       RL          74    8556   Pave  <NA>      Reg
## 1076 1076         70       RL          75   13125   Pave  <NA>      Reg
## 1077 1077         50       RL          60   10800   Pave  Grvl      Reg
## 1078 1078         20       RL          NA   15870   Pave  <NA>      IR1
## 1079 1079        120       RM          37    4435   Pave  <NA>      Reg
## 1080 1080         20       RL          65    8775   Pave  <NA>      Reg
## 1081 1081         20       RL          80   11040   Pave  <NA>      Reg
## 1082 1082         20       RL          75    7500   Pave  <NA>      Reg
## 1083 1083         20       RL          70    8749   Pave  <NA>      Reg
## 1084 1084         20       RL          80    8800   Pave  <NA>      Reg
## 1085 1085         60       RL          NA   13031   Pave  <NA>      IR2
## 1086 1086         85       RL          73    9069   Pave  <NA>      Reg
## 1087 1087        160       RM          NA    1974   Pave  <NA>      Reg
## 1088 1088         60       FV          85   10574   Pave  <NA>      Reg
## 1089 1089        160       RM          24    2522   Pave  <NA>      Reg
## 1090 1090        120       FV          37    3316   Pave  Pave      IR1
## 1091 1091         90       RL          60    8544   Pave  <NA>      Reg
## 1092 1092        160       FV          24    2160   Pave  Pave      Reg
## 1093 1093         50       RL          60    8400   Pave  <NA>      Reg
## 1094 1094         20       RL          71    9230   Pave  <NA>      Reg
## 1095 1095         20       RL          74    5868   Pave  <NA>      Reg
## 1096 1096         20       RL          78    9317   Pave  <NA>      IR1
## 1097 1097         70       RM          60    6882   Pave  <NA>      Reg
## 1098 1098        120       RL          NA    3696   Pave  <NA>      Reg
## 1099 1099         50       RM          50    6000   Pave  <NA>      Reg
## 1100 1100         20       RL          82   11880   Pave  <NA>      IR1
## 1101 1101         30       RL          60    8400   Pave  <NA>      Reg
## 1102 1102         20       RL          61    9758   Pave  <NA>      IR1
## 1103 1103         20       RL          70    7000   Pave  <NA>      Reg
## 1104 1104         20       RL          79    8910   Pave  <NA>      Reg
## 1105 1105        160       RM          24    2016   Pave  <NA>      Reg
## 1106 1106         60       RL          98   12256   Pave  <NA>      IR1
## 1107 1107         20       RL         114   10357   Pave  <NA>      IR1
## 1108 1108         60       RL         168   23257   Pave  <NA>      IR3
## 1109 1109         60       RL          NA    8063   Pave  <NA>      Reg
## 1110 1110         20       RL         107   11362   Pave  <NA>      IR1
## 1111 1111         60       RL          NA    8000   Pave  <NA>      Reg
## 1112 1112         60       RL          80   10480   Pave  <NA>      Reg
## 1113 1113         20       RL          73    7100   Pave  <NA>      IR1
## 1114 1114         20       RL          66    8923   Pave  <NA>      Reg
## 1115 1115         20       RL          90    5400   Pave  <NA>      Reg
## 1116 1116         20       RL          93   12085   Pave  <NA>      Reg
## 1117 1117         80       RL          NA    7750   Pave  <NA>      Reg
## 1118 1118         20       RL          57    9764   Pave  <NA>      IR1
## 1119 1119         80       RL          85   13825   Pave  <NA>      Reg
## 1120 1120         20       RL          70    7560   Pave  <NA>      Reg
## 1121 1121         30       RM          59    8263   Pave  <NA>      Reg
## 1122 1122         20       RL          84   10084   Pave  <NA>      Reg
## 1123 1123         20       RL          NA    8926   Pave  <NA>      IR1
## 1124 1124         20       RL          50    9405   Pave  <NA>      Reg
## 1125 1125         80       RL          NA    9125   Pave  <NA>      IR1
## 1126 1126         20       RL          60   10434   Pave  <NA>      Reg
## 1127 1127        120       RL          53    3684   Pave  <NA>      Reg
## 1128 1128         20       RL         182   14572   Pave  <NA>      IR3
## 1129 1129         60       RL          59   11796   Pave  <NA>      IR1
## 1130 1130         90       RM          60    7200   Pave  Grvl      Reg
## 1131 1131         50       RL          65    7804   Pave  <NA>      Reg
## 1132 1132         20       RL          63   10712   Pave  <NA>      Reg
## 1133 1133         70       RM          90    9900   Pave  <NA>      Reg
## 1134 1134         60       RL          80    9828   Pave  <NA>      IR1
## 1135 1135         60       RL          57    8773   Pave  <NA>      IR1
## 1136 1136         30       RM          60    6180   Pave  <NA>      Reg
## 1137 1137         50       RL          80    9600   Pave  <NA>      Reg
## 1138 1138         50       RL          54    6342   Pave  <NA>      Reg
## 1139 1139         20       RL          NA    9819   Pave  <NA>      IR1
## 1140 1140         30       RL          98    8731   Pave  <NA>      IR1
## 1141 1141         20       RL          60    7350   Pave  <NA>      Reg
## 1142 1142         60       RL          NA   10304   Pave  <NA>      IR1
## 1143 1143         60       RL          77    9965   Pave  <NA>      Reg
## 1144 1144         20       RL          NA    9000   Pave  <NA>      Reg
## 1145 1145        190       RL          60   12180   Pave  <NA>      Reg
## 1146 1146         50       RM          52    6240   Pave  <NA>      Reg
## 1147 1147         20       RL          NA   11200   Pave  <NA>      Reg
## 1148 1148         70       RL          75   12000   Pave  <NA>      Reg
## 1149 1149         50       RM          NA    5700   Pave  <NA>      Reg
## 1150 1150         70       RM          50    9000   Pave  <NA>      Reg
## 1151 1151         20       RL          57    8280   Pave  <NA>      IR1
## 1152 1152         20       RL         134   17755   Pave  <NA>      Reg
## 1153 1153         20       RL          90   14115   Pave  <NA>      IR1
## 1154 1154         30       RM          NA    5890   Pave  <NA>      Reg
## 1155 1155         60       RL          NA   13700   Pave  <NA>      IR1
## 1156 1156         20       RL          90   10768   Pave  <NA>      IR1
## 1157 1157         80       RL          85    9350   Pave  <NA>      Reg
## 1158 1158        120       RL          34    5001   Pave  <NA>      IR1
## 1159 1159         20       RL          92   11932   Pave  <NA>      Reg
## 1160 1160         60       RL          76    9120   Pave  <NA>      Reg
## 1161 1161        160       RL          24    2280   Pave  <NA>      Reg
## 1162 1162         20       RL          NA   14778   Pave  <NA>      IR1
## 1163 1163         20       RL         109    8724   Pave  <NA>      Reg
## 1164 1164         90       RL          60   12900   Pave  <NA>      Reg
## 1165 1165         80       RL          NA   16157   Pave  <NA>      IR1
## 1166 1166         20       RL          79    9541   Pave  <NA>      IR1
## 1167 1167         20       RL          64   10475   Pave  <NA>      IR1
## 1168 1168         60       RL          58   10852   Pave  <NA>      IR1
## 1169 1169         70       RL         120   13728   Pave  <NA>      Reg
## 1170 1170         60       RL         118   35760   Pave  <NA>      IR1
## 1171 1171         80       RL          76    9880   Pave  <NA>      Reg
## 1172 1172         20       RL          76    9120   Pave  <NA>      Reg
## 1173 1173        160       FV          35    4017   Pave  Pave      IR1
## 1174 1174         50       RL         138   18030   Pave  <NA>      IR1
## 1175 1175         70       RL          80   16560   Pave  <NA>      IR1
## 1176 1176         50       RL          85   10678   Pave  <NA>      Reg
## 1177 1177         20       RL          37    6951   Pave  <NA>      IR1
## 1178 1178         50       RM          NA    3950   Pave  Grvl      Reg
## 1179 1179         50       RL          54    7681   Pave  <NA>      IR1
## 1180 1180         20       RL          77    8335   Pave  <NA>      Reg
## 1181 1181         60       RL          NA   11170   Pave  <NA>      IR2
## 1182 1182        120       RM          64    5587   Pave  <NA>      IR1
## 1183 1183         60       RL         160   15623   Pave  <NA>      IR1
## 1184 1184         30       RL          60   10800   Pave  Grvl      Reg
## 1185 1185         20       RL          50   35133   Grvl  <NA>      Reg
## 1186 1186         50       RL          60    9738   Pave  <NA>      Reg
## 1187 1187        190       RL         107   10615   Pave  <NA>      IR1
## 1188 1188         20       RL          89   12461   Pave  <NA>      Reg
## 1189 1189         60       RL          68    8935   Pave  <NA>      IR1
## 1190 1190         60       RL          60    7500   Pave  <NA>      Reg
## 1191 1191        190       RL          NA   32463   Pave  <NA>      Reg
## 1192 1192        160       FV          24    2645   Pave  Pave      Reg
## 1193 1193         50       RM          60    9600   Pave  Grvl      Reg
## 1194 1194        120       RM          NA    4500   Pave  <NA>      Reg
## 1195 1195         60       RL          80    9364   Pave  <NA>      Reg
## 1196 1196         60       RL          51    8029   Pave  <NA>      IR1
## 1197 1197         60       RL          58   14054   Pave  <NA>      IR1
## 1198 1198         75       RM          65    8850   Pave  <NA>      IR1
## 1199 1199         20       RL          70    9100   Pave  <NA>      Reg
## 1200 1200         20       RL          75   11235   Pave  <NA>      Reg
## 1201 1201         20       RL          71    9353   Pave  <NA>      Reg
## 1202 1202         60       RL          80   10400   Pave  <NA>      Reg
## 1203 1203         50       RM          50    6000   Pave  <NA>      Reg
## 1204 1204         20       RL          75    9750   Pave  <NA>      Reg
## 1205 1205         20       RL          78   10140   Pave  <NA>      Reg
## 1206 1206         20       RL          90   14684   Pave  <NA>      IR1
## 1207 1207         20       RH          NA    8900   Pave  <NA>      Reg
## 1208 1208         20       RL          70    9135   Pave  <NA>      Reg
## 1209 1209         20       RL          70    7763   Pave  <NA>      Reg
## 1210 1210         20       RL          85   10182   Pave  <NA>      IR1
## 1211 1211         60       RL          70   11218   Pave  <NA>      Reg
## 1212 1212         50       RL         152   12134   Pave  <NA>      IR1
## 1213 1213         30       RL          50    9340   Pave  <NA>      Reg
## 1214 1214         80       RL          NA   10246   Pave  <NA>      IR1
## 1215 1215         85       RL          69   10205   Pave  <NA>      IR1
## 1216 1216         20       RL          99    7094   Pave  <NA>      IR1
## 1217 1217         90       RM          68    8930   Pave  <NA>      Reg
## 1218 1218         20       FV          72    8640   Pave  <NA>      Reg
## 1219 1219         50       RM          52    6240   Pave  <NA>      Reg
##      LandContour Utilities LotConfig LandSlope Neighborhood Condition1
## 1            Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 2            Lvl    AllPub       FR2       Gtl      Veenker      Feedr
## 3            Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 4            Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 5            Lvl    AllPub       FR2       Gtl      NoRidge       Norm
## 6            Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 7            Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 8            Lvl    AllPub    Corner       Gtl       NWAmes       PosN
## 9            Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 10           Lvl    AllPub    Corner       Gtl      BrkSide     Artery
## 11           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 12           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 13           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 14           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 15           Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 16           Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 17           Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 18           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 19           Lvl    AllPub    Inside       Gtl      SawyerW       RRAe
## 20           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 21           Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 22           Bnk    AllPub    Inside       Gtl       IDOTRR       Norm
## 23           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 24           Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 25           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 26           Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 27           Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 28           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 29           Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 30           Lvl    AllPub    Inside       Gtl      BrkSide      Feedr
## 31           Lvl    AllPub    Inside       Gtl       IDOTRR      Feedr
## 32           Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm
## 33           Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 34           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 35           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 36           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 37           Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 38           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 39           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 40           Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 41           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 42           Lvl    AllPub    Inside       Gtl       Timber       Norm
## 43           Lvl    AllPub   CulDSac       Gtl      SawyerW       Norm
## 44           Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 45           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 46           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 47           Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 48           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 49           Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 50           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 51           Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 52           Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 53           Bnk    AllPub    Corner       Mod       IDOTRR       RRNn
## 54           Low    AllPub    Inside       Gtl      Veenker       Norm
## 55           Bnk    AllPub    Inside       Mod        NAmes       Norm
## 56           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 57           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 58           Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 59           HLS    AllPub   CulDSac       Gtl      StoneBr       Norm
## 60           Bnk    AllPub    Inside       Gtl      CollgCr       Norm
## 61           Lvl    AllPub    Inside       Gtl      SawyerW       RRAe
## 62           Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 63           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 64           Bnk    AllPub    Inside       Gtl      OldTown       RRAn
## 65           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 66           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 67           Lvl    AllPub    Inside       Gtl        NAmes       PosA
## 68           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 69           Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 70           Lvl    AllPub    Corner       Gtl      ClearCr       Norm
## 71           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 72           Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 73           Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 74           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 75           Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 76           Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 77           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 78           Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 79           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 80           Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 81           Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 82           Lvl    AllPub       FR2       Gtl      Mitchel       Norm
## 83           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 84           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 85           Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 86           Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 87           Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 88           Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 89           Lvl    AllPub    Corner       Gtl       IDOTRR      Feedr
## 90           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 91           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 92           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 93           HLS    AllPub    Inside       Gtl      Crawfor       Norm
## 94           Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 95           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 96           Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 97           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 98           HLS    AllPub    Inside       Gtl      Edwards       Norm
## 99           Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 100          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 101          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 102          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 103          Bnk    AllPub    Inside       Gtl      SawyerW       Norm
## 104          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 105          Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 106          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 107          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 108          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 109          Lvl    AllPub    Corner       Gtl       IDOTRR     Artery
## 110          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 111          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 112          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 113          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 114          Bnk    AllPub    Corner       Gtl      Crawfor       Norm
## 115          Lvl    AllPub    Inside       Mod      Crawfor       Norm
## 116          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 117          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 118          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 119          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 120          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 121          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 122          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 123          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 124          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 125          Lvl    AllPub   CulDSac       Gtl       NWAmes       Norm
## 126          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 127          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 128          Bnk    AllPub    Inside       Gtl      OldTown      Feedr
## 129          Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 130          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 131          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 132          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 133          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 134          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 135          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 136          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 137          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 138          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 139          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 140          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 141          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 142          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 143          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 144          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 145          Lvl    AllPub    Inside       Gtl       Sawyer       RRAe
## 146          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 147          Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 148          Lvl    AllPub   CulDSac       Gtl      Gilbert       Norm
## 149          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 150          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 151          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 152          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 153          Lvl    AllPub   CulDSac       Gtl       NWAmes       Norm
## 154          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 155          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 156          Lvl    AllPub    Corner       Gtl      Edwards     Artery
## 157          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 158          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 159          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 160          HLS    AllPub    Corner       Gtl      Gilbert       Norm
## 161          Lvl    AllPub   CulDSac       Gtl      Veenker       Norm
## 162          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 163          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 164          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 165          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 166          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 167          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 168          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 169          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 170          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 171          Lvl    AllPub    Inside       Gtl      OldTown      Feedr
## 172          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 173          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 174          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 175          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 176          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 177          Lvl    AllPub    Corner       Gtl      ClearCr       Norm
## 178          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 179          Lvl    AllPub   CulDSac       Gtl      StoneBr       Norm
## 180          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 181          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 182          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 183          Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 184          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 185          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 186          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 187          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 188          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 189          Bnk    AllPub    Inside       Gtl      SawyerW      Feedr
## 190          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 191          Bnk    AllPub    Inside       Mod      Crawfor       Norm
## 192          Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 193          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 194          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 195          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 196          Lvl    AllPub       FR2       Gtl      NPkVill       Norm
## 197          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 198          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 199          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 200          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 201          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 202          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 203          Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 204          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 205          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 206          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 207          Lvl    AllPub   CulDSac       Gtl       Sawyer       RRAe
## 208          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 209          Low    AllPub    Inside       Mod      SawyerW       Norm
## 210          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 211          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 212          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 213          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 214          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 215          Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 216          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 217          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 218          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 219          Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 220          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 221          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 222          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 223          Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 224          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 225          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 226          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 227          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 228          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 229          Lvl    AllPub       FR2       Gtl       Sawyer      Feedr
## 230          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 231          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 232          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 233          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 234          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 235          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 236          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 237          Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 238          Lvl    AllPub   CulDSac       Gtl      SawyerW       RRNe
## 239          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 240          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 241          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 242          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 243          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 244          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 245          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 246          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 247          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 248          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 249          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 250          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 251          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 252          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 253          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 254          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 255          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 256          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 257          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 258          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 259          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 260          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 261          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 262          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 263          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 264          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 265          Bnk    AllPub    Inside       Gtl      OldTown     Artery
## 266          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 267          HLS    AllPub       FR2       Gtl      Gilbert       Norm
## 268          Bnk    AllPub    Inside       Mod        SWISU       Norm
## 269          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 270          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 271          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 272          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 273          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 274          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 275          Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 276          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 277          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 278          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 279          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 280          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 281          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 282          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 283          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 284          Lvl    AllPub    Inside       Gtl      Somerst      Feedr
## 285          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 286          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 287          Bnk    AllPub    Inside       Gtl        NAmes       Norm
## 288          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 289          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 290          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 291          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 292          Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 293          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 294          Lvl    AllPub    Corner       Gtl       NWAmes       PosA
## 295          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 296          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 297          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 298          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 299          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 300          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 301          Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 302          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 303          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 304          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 305          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 306          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 307          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 308          Lvl    AllPub    Inside       Gtl       IDOTRR     Artery
## 309          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 310          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 311          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 312          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 313          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 314          Low    AllPub    Inside       Sev       Timber       Norm
## 315          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 316          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 317          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 318          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 319          Low    AllPub    Inside       Mod      NoRidge       Norm
## 320          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 321          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 322          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 323          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 324          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 325          Lvl    AllPub    Corner       Gtl        NAmes       PosN
## 326          Lvl    AllPub    Inside       Gtl       IDOTRR       RRAe
## 327          Lvl    AllPub   CulDSac       Gtl      Veenker       Norm
## 328          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 329          Bnk    AllPub    Inside       Gtl      BrkSide       PosN
## 330          Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 331          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 332          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 333          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 334          Lvl    AllPub       FR3       Gtl      NridgHt       Norm
## 335          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 336          HLS    AllPub    Corner       Sev       Timber       Norm
## 337          HLS    AllPub    Corner       Gtl      StoneBr       Norm
## 338          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 339          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 340          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 341          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 342          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 343          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 344          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 345          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 346          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 347          Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 348          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 349          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 350          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 351          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 352          Low    AllPub    Inside       Mod      ClearCr       Norm
## 353          Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 354          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 355          Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 356          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 357          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 358          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 359          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 360          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 361          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 362          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 363          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 364          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 365          Lvl    AllPub       FR2       Gtl       NWAmes       Norm
## 366          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 367          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 368          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 369          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 370          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 371          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 372          Lvl    AllPub    Inside       Gtl      ClearCr      Feedr
## 373          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 374          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 375          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 376          Low    AllPub    Inside       Sev      Edwards       Norm
## 377          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 378          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 379          Lvl    AllPub    Corner       Gtl      StoneBr       Norm
## 380          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 381          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 382          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 383          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 384          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 385          Low    AllPub    Corner       Mod      ClearCr      Feedr
## 386          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 387          Lvl    AllPub       FR2       Gtl      Edwards      Feedr
## 388          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 389          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 390          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 391          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 392          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 393          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 394          Lvl    AllPub    Corner       Gtl      BrkSide      Feedr
## 395          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 396          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 397          Low    AllPub    Inside       Gtl      CollgCr       Norm
## 398          Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 399          Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 400          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 401          Lvl    AllPub    Inside       Gtl      Veenker       Norm
## 402          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 403          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 404          Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 405          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 406          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 407          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 408          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 409          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 410          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 411          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 412          Bnk    AllPub    Inside       Gtl      Gilbert       Norm
## 413          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 414          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 415          Lvl    AllPub   CulDSac       Gtl      SawyerW       Norm
## 416          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 417          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 418          Lvl    AllPub    Inside       Gtl      Crawfor      Feedr
## 419          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 420          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 421          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 422          Lvl    AllPub       FR2       Gtl       NWAmes       Norm
## 423          HLS    AllPub    Inside       Mod      Mitchel     Artery
## 424          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 425          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 426          HLS    AllPub    Inside       Gtl      OldTown       Norm
## 427          Low    AllPub    Inside       Mod      SawyerW       Norm
## 428          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 429          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 430          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 431          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 432          Bnk    AllPub    Inside       Gtl      OldTown      Feedr
## 433          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 434          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 435          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 436          Lvl    AllPub   CulDSac       Gtl      CollgCr       PosN
## 437          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 438          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 439          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 440          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 441          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 442          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 443          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 444          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 445          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 446          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 447          Lvl    AllPub    Corner       Gtl        NAmes       PosA
## 448          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 449          Bnk    AllPub    Inside       Gtl       IDOTRR       Norm
## 450          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 451          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 452          Low    AllPub    Inside       Mod      ClearCr       Norm
## 453          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 454          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 455          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 456          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 457          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 458          Low    AllPub   CulDSac       Mod      ClearCr       Norm
## 459          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 460          Bnk    AllPub    Corner       Gtl      BrkSide       Norm
## 461          Lvl    AllPub    Inside       Gtl      Somerst       RRAn
## 462          Lvl    AllPub    Inside       Gtl        SWISU      Feedr
## 463          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 464          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 465          HLS    AllPub    Inside       Mod      CollgCr       Norm
## 466          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 467          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 468          Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 469          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 470          Lvl    AllPub    Corner       Gtl      SawyerW       RRNe
## 471          Lvl    AllPub    Corner       Gtl      StoneBr       Norm
## 472          Lvl    AllPub    Inside       Gtl       NWAmes       PosA
## 473          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 474          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 475          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 476          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 477          Lvl    AllPub    Inside       Mod      CollgCr       Norm
## 478          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 479          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 480          Bnk    AllPub    Inside       Gtl      OldTown       Norm
## 481          Lvl    AllPub       FR2       Gtl      NridgHt       Norm
## 482          HLS    AllPub    Inside       Gtl      NridgHt       Norm
## 483          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 484          Lvl    AllPub       FR2       Gtl      Mitchel       Norm
## 485          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 486          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 487          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 488          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 489          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 490          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 491          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 492          Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 493          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 494          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 495          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 496          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 497          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 498          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 499          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 500          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 501          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 502          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 503          Lvl    AllPub    Corner       Gtl      Edwards      Feedr
## 504          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 505          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 506          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 507          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 508          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 509          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 510          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 511          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 512          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 513          Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 514          Bnk    AllPub    Corner       Gtl      Mitchel       Norm
## 515          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 516          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 517          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 518          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 519          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 520          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 521          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 522          Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 523          Lvl    AllPub    Corner       Gtl      BrkSide      Feedr
## 524          Bnk    AllPub    Inside       Gtl      Edwards       PosN
## 525          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 526          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 527          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 528          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 529          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 530          Lvl    AllPub   CulDSac       Gtl      Crawfor       Norm
## 531          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 532          Lvl    AllPub       FR3       Gtl      BrkSide       RRNn
## 533          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 534          Low    AllPub    Inside       Mod      BrkSide       Norm
## 535          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 536          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 537          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 538          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 539          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 540          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 541          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 542          Lvl    AllPub       FR2       Gtl      NoRidge       Norm
## 543          Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 544          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 545          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 546          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 547          Bnk    AllPub    Inside       Gtl      BrkSide       Norm
## 548          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 549          HLS    AllPub    Inside       Gtl      OldTown      Feedr
## 550          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 551          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 552          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 553          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 554          Lvl    AllPub    Inside       Gtl      Edwards      Feedr
## 555          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 556          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 557          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 558          Low    AllPub    Inside       Mod       IDOTRR       Norm
## 559          HLS    AllPub       FR2       Gtl      Gilbert       Norm
## 560          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 561          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 562          Lvl    AllPub    Inside       Mod      Mitchel       Norm
## 563          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 564          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 565          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 566          Bnk    AllPub    Corner       Gtl        SWISU       Norm
## 567          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 568          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 569          Low    AllPub    Inside       Mod      SawyerW       Norm
## 570          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 571          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 572          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 573          HLS    AllPub    Corner       Gtl       Timber       Norm
## 574          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 575          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 576          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 577          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 578          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 579          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 580          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 581          Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 582          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 583          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 584          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 585          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 586          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 587          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 588          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 589          Low    AllPub    Inside       Sev      ClearCr       Norm
## 590          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 591          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 592          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 593          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 594          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 595          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 596          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 597          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 598          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 599          Bnk    AllPub    Inside       Gtl      Crawfor       Norm
## 600          Lvl    AllPub    Inside       Gtl      Blueste       Norm
## 601          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 602          Bnk    AllPub    Inside       Gtl       IDOTRR       Norm
## 603          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 604          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 605          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 606          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 607          Low    AllPub    Corner       Mod      CollgCr       Norm
## 608          Bnk    AllPub    Inside       Mod      Edwards       Norm
## 609          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 610          Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 611          Lvl    AllPub    Inside       Gtl      CollgCr       PosN
## 612          Lvl    AllPub       FR2       Gtl       NWAmes       Norm
## 613          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 614          Lvl    AllPub    Inside       Gtl      Mitchel      Feedr
## 615          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 616          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 617          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 618          HLS    AllPub    Corner       Mod        NAmes     Artery
## 619          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 620          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 621          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 622          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 623          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 624          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 625          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 626          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 627          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 628          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 629          HLS    AllPub    Inside       Sev        NAmes       Norm
## 630          Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 631          Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 632          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 633          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 634          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 635          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 636          Bnk    AllPub    Inside       Gtl        SWISU      Feedr
## 637          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 638          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 639          Lvl    AllPub    Inside       Gtl      Edwards      Feedr
## 640          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 641          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 642          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 643          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 644          Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 645          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 646          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 647          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 648          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 649          Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 650          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 651          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 652          Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 653          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 654          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 655          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 656          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 657          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 658          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 659          Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 660          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 661          Lvl    AllPub   CulDSac       Gtl       NWAmes       Norm
## 662          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 663          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 664          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 665          Lvl    AllPub   CulDSac       Gtl      Somerst       RRAn
## 666          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 667          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 668          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 669          Bnk    AllPub    Corner       Mod       Sawyer       Norm
## 670          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 671          Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 672          Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 673          Lvl    AllPub    Inside       Gtl      Veenker       Norm
## 674          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 675          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 676          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 677          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 678          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 679          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 680          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 681          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 682          Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 683          HLS    AllPub    Inside       Gtl      ClearCr       Norm
## 684          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 685          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 686          Lvl    AllPub   CulDSac       Gtl      StoneBr       Norm
## 687          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 688          Lvl    AllPub       FR2       Gtl      Somerst       Norm
## 689          HLS    AllPub    Inside       Gtl      StoneBr       Norm
## 690          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 691          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 692          Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 693          Lvl    AllPub    Inside       Mod       Timber       Norm
## 694          Lvl    AllPub    Corner       Sev      OldTown       Norm
## 695          Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 696          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 697          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 698          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 699          Lvl    AllPub    Inside       Gtl       Sawyer       RRAe
## 700          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 701          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 702          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 703          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 704          Lvl    AllPub    Inside       Gtl      OldTown      Feedr
## 705          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 706          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 707          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 708          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 709          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 710          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 711          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 712          HLS    AllPub    Inside       Mod       IDOTRR       Norm
## 713          HLS    AllPub    Inside       Gtl      StoneBr       Norm
## 714          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 715          Lvl    AllPub   CulDSac       Gtl       Sawyer       RRAe
## 716          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 717          Bnk    AllPub    Inside       Gtl      OldTown       Norm
## 718          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 719          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 720          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 721          Low    AllPub   CulDSac       Mod      StoneBr       Norm
## 722          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 723          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 724          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 725          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 726          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 727          Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 728          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 729          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 730          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 731          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 732          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 733          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 734          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 735          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 736          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 737          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 738          HLS    AllPub   CulDSac       Gtl      Gilbert       Norm
## 739          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 740          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 741          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 742          Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 743          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 744          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 745          HLS    AllPub    Inside       Gtl      StoneBr       Norm
## 746          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 747          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 748          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 749          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 750          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 751          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 752          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 753          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 754          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 755          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 756          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 757          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 758          Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm
## 759          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 760          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 761          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 762          Lvl    AllPub       FR2       Gtl      BrkSide      Feedr
## 763          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 764          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 765          Lvl    AllPub   CulDSac       Gtl      Veenker       Norm
## 766          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 767          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 768          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 769          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 770          HLS    AllPub   CulDSac       Mod      StoneBr       Norm
## 771          Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm
## 772          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 773          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 774          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 775          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 776          Lvl    AllPub       FR2       Gtl      Mitchel       Norm
## 777          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 778          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 779          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 780          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 781          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 782          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 783          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 784          Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 785          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 786          Lvl    AllPub    Inside       Gtl       NWAmes      Feedr
## 787          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 788          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 789          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 790          Low    AllPub    Inside       Gtl      ClearCr       Norm
## 791          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 792          Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 793          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 794          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 795          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 796          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 797          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 798          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 799          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 800          Lvl    AllPub    Corner       Gtl        SWISU      Feedr
## 801          HLS    AllPub    Inside       Mod      ClearCr      Feedr
## 802          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 803          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 804          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 805          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 806          Lvl    AllPub       FR2       Gtl      Somerst       Norm
## 807          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 808          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 809          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 810          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 811          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 812          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 813          Bnk    AllPub    Inside       Mod       IDOTRR       Norm
## 814          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 815          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 816          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 817          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 818          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 819          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 820          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 821          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 822          Bnk    AllPub    Inside       Mod      OldTown       Norm
## 823          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 824          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 825          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 826          Lvl    AllPub    Inside       Gtl      NridgHt       PosN
## 827          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 828          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 829          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 830          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 831          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 832          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 833          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 834          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 835          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 836          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 837          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 838          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 839          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 840          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 841          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 842          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 843          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 844          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 845          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 846          Lvl    AllPub   CulDSac       Gtl       Sawyer       RRAe
## 847          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 848          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 849          Bnk    AllPub    Inside       Gtl      ClearCr       Norm
## 850          Lvl    AllPub       FR2       Gtl      Veenker      Feedr
## 851          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 852          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 853          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 854          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 855          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 856          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 857          Low    AllPub    Inside       Mod      CollgCr       Norm
## 858          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 859          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 860          Lvl    AllPub    Corner       Gtl       NWAmes       PosA
## 861          Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 862          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 863          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 864          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 865          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 866          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 867          HLS    AllPub    Inside       Gtl       Timber       Norm
## 868          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 869          Lvl    AllPub    Corner       Gtl      Gilbert      Feedr
## 870          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 871          Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 872          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 873          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 874          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 875          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 876          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 877          HLS    AllPub    Inside       Mod      Mitchel       Norm
## 878          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 879          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 880          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 881          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 882          Lvl    AllPub   CulDSac       Gtl       Timber       Norm
## 883          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 884          Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 885          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 886          Lvl    AllPub   CulDSac       Gtl      Somerst       Norm
## 887          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 888          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 889          Lvl    AllPub    Inside       Mod        NAmes       Norm
## 890          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 891          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 892          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 893          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 894          Lvl    AllPub    Inside       Gtl       Sawyer       PosN
## 895          Bnk    AllPub    Inside       Gtl      SawyerW       Norm
## 896          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 897          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 898          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 899          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 900          Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 901          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 902          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 903          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 904          HLS    AllPub   CulDSac       Gtl      Gilbert       Norm
## 905          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 906          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 907          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 908          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 909          Low    AllPub    Inside       Mod      Mitchel       Norm
## 910          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 911          Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 912          Lvl    AllPub   CulDSac       Mod      CollgCr       Norm
## 913          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 914          HLS    AllPub    Inside       Gtl      Crawfor       Norm
## 915          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 916          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 917          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 918          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 919          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 920          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 921          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 922          Lvl    AllPub    Inside       Gtl      Edwards      Feedr
## 923          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 924          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 925          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 926          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 927          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 928          Lvl    AllPub    Inside       Gtl       NWAmes      Feedr
## 929          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 930          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 931          HLS    AllPub    Inside       Gtl       Timber       Norm
## 932          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 933          Lvl    AllPub    Corner       Gtl      Somerst       RRNn
## 934          Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 935          HLS    AllPub    Inside       Mod        NAmes       PosA
## 936          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 937          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 938          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 939          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 940          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 941          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 942          Lvl    AllPub       FR2       Gtl      Gilbert       RRNn
## 943          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 944          Low    AllPub    Inside       Gtl      Mitchel       Norm
## 945          Lvl    NoSeWa   CulDSac       Gtl       Timber       Norm
## 946          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 947          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 948          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 949          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 950          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 951          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 952          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 953          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 954          Lvl    AllPub    Inside       Mod      Mitchel       Norm
## 955          Lvl    AllPub   CulDSac       Gtl      Edwards       Norm
## 956          HLS    AllPub    Inside       Gtl      Crawfor       Norm
## 957          Lvl    AllPub    Inside       Gtl      Blueste       Norm
## 958          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 959          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 960          Lvl    AllPub       FR2       Gtl      Somerst       Norm
## 961          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 962          Lvl    AllPub    Corner       Gtl       NWAmes       PosN
## 963          Lvl    AllPub    Corner       Gtl      NPkVill       Norm
## 964          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 965          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 966          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 967          HLS    AllPub    Inside       Gtl      Crawfor       Norm
## 968          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 969          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 970          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 971          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 972          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 973          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 974          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 975          Lvl    AllPub    Corner       Gtl      BrkSide       RRAn
## 976          Lvl    AllPub       FR2       Gtl      Somerst       Norm
## 977          Bnk    AllPub    Inside       Gtl      BrkSide       Norm
## 978          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 979          Bnk    AllPub    Inside       Mod      Edwards       Norm
## 980          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 981          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 982          Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 983          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 984          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 985          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 986          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 987          Lvl    AllPub    Corner       Gtl      OldTown      Feedr
## 988          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 989          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 990          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 991          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 992          Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 993          Lvl    AllPub    Inside       Mod        NAmes       Norm
## 994          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 995          Lvl    AllPub       FR2       Gtl      NridgHt       Norm
## 996          Lvl    AllPub    Inside       Mod      BrkSide      Feedr
## 997          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 998          Lvl    AllPub    Inside       Gtl       NWAmes       PosA
## 999          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 1000         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1001         Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1002         Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 1003         Lvl    AllPub    Inside       Gtl      Somerst       RRAn
## 1004         Lvl    AllPub    Corner       Gtl       NWAmes      Feedr
## 1005         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 1006         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1007         Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 1008         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1009         Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 1010         Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 1011         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1012         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1013         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1014         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1015         Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 1016         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1017         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1018         Lvl    AllPub   CulDSac       Gtl      StoneBr       Norm
## 1019         Lvl    AllPub       FR2       Gtl      Gilbert       Norm
## 1020         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 1021         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1022         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1023         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1024         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 1025         Lvl    AllPub    Corner       Gtl       Timber       Norm
## 1026         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1027         Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 1028         HLS    AllPub    Inside       Gtl       Timber       Norm
## 1029         Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 1030         Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 1031         Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 1032         Lvl    AllPub    Corner       Gtl        SWISU       Norm
## 1033         Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 1034         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1035         Bnk    AllPub    Inside       Gtl      Crawfor       Norm
## 1036         Lvl    AllPub   CulDSac       Gtl      Edwards       Norm
## 1037         HLS    AllPub    Inside       Gtl       Timber       Norm
## 1038         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1039         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1040         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1041         Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 1042         Lvl    AllPub    Inside       Gtl       NWAmes      Feedr
## 1043         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1044         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1045         Lvl    AllPub    Inside       Gtl       NWAmes       PosN
## 1046         Lvl    AllPub   CulDSac       Gtl      Edwards       Norm
## 1047         Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 1048         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1049         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1050         Low    AllPub    Inside       Gtl      Edwards       Norm
## 1051         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1052         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1053         Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 1054         Lvl    AllPub    Inside       Mod      Edwards       Norm
## 1055         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1056         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1057         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1058         Lvl    AllPub       FR2       Gtl      NoRidge       Norm
## 1059         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1060         HLS    AllPub    Corner       Mod      Crawfor       Norm
## 1061         Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 1062         Low    AllPub    Inside       Gtl       IDOTRR       Norm
## 1063         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1064         Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 1065         Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 1066         Lvl    AllPub    Inside       Mod      ClearCr       Norm
## 1067         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1068         Lvl    AllPub    Inside       Mod        NAmes       Norm
## 1069         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1070         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1071         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1072         Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 1073         Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 1074         Bnk    AllPub    Corner       Gtl      Edwards       Norm
## 1075         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1076         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1077         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1078         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1079         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1080         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1081         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1082         Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 1083         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1084         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1085         Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 1086         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1087         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1088         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1089         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1090         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1091         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1092         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1093         Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 1094         Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 1095         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1096         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1097         Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 1098         Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 1099         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1100         Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 1101         Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 1102         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1103         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1104         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1105         Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 1106         Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 1107         Lvl    AllPub    Corner       Gtl      SawyerW      Feedr
## 1108         HLS    AllPub   CulDSac       Gtl      Gilbert       Norm
## 1109         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1110         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1111         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1112         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1113         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1114         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1115         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1116         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1117         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1118         Lvl    AllPub       FR2       Gtl       Sawyer      Feedr
## 1119         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1120         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1121         Bnk    AllPub    Inside       Mod       IDOTRR       Norm
## 1122         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1123         Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1124         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1125         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1126         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1127         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 1128         Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 1129         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1130         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1131         Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 1132         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1133         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1134         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1135         HLS    AllPub    Inside       Gtl      Gilbert       Norm
## 1136         Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 1137         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1138         Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 1139         Lvl    AllPub    Inside       Mod      Mitchel       Norm
## 1140         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1141         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1142         Lvl    AllPub   CulDSac       Gtl       NWAmes       PosN
## 1143         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1144         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1145         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1146         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1147         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1148         Bnk    AllPub    Inside       Gtl      Crawfor       Norm
## 1149         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1150         Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 1151         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1152         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1153         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1154         Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 1155         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1156         Lvl    AllPub    Corner       Gtl      Veenker       Norm
## 1157         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1158         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1159         Lvl    AllPub       FR2       Gtl      Somerst      Feedr
## 1160         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1161         Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 1162         Low    AllPub   CulDSac       Gtl      Crawfor       PosN
## 1163         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1164         Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 1165         Lvl    AllPub       FR2       Gtl      Veenker      Feedr
## 1166         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1167         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1168         Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 1169         Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1170         Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 1171         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1172         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1173         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1174         Bnk    AllPub    Inside       Gtl      ClearCr       Norm
## 1175         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1176         Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 1177         Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 1178         Bnk    AllPub    Inside       Gtl      OldTown     Artery
## 1179         Lvl    AllPub       FR2       Gtl      Crawfor       Norm
## 1180         Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1181         Lvl    AllPub    Corner       Gtl       Timber       Norm
## 1182         HLS    AllPub    Inside       Mod      Crawfor       Norm
## 1183         Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 1184         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1185         Lvl    AllPub    Inside       Mod       Timber       Norm
## 1186         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1187         Bnk    AllPub    Corner       Mod      OldTown     Artery
## 1188         Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 1189         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1190         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1191         Low    AllPub    Inside       Mod      Mitchel       Norm
## 1192         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1193         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1194         Lvl    AllPub       FR2       Gtl      Mitchel       Norm
## 1195         Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 1196         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1197         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1198         Bnk    AllPub    Corner       Gtl      OldTown       Norm
## 1199         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1200         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1201         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1202         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1203         Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 1204         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1205         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1206         Lvl    AllPub   CulDSac       Gtl      SawyerW       Norm
## 1207         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1208         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1209         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1210         Lvl    AllPub   CulDSac       Gtl      Somerst       RRNn
## 1211         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1212         Bnk    AllPub    Inside       Mod      Gilbert       Norm
## 1213         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1214         Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm
## 1215         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1216         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1217         Lvl    AllPub    Inside       Gtl       Sawyer       RRAe
## 1218         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1219         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
##      Condition2 BldgType HouseStyle OverallQual OverallCond YearBuilt
## 1          Norm     1Fam     2Story           7           5      2003
## 2          Norm     1Fam     1Story           6           8      1976
## 3          Norm     1Fam     2Story           7           5      2001
## 4          Norm     1Fam     2Story           7           5      1915
## 5          Norm     1Fam     2Story           8           5      2000
## 6          Norm     1Fam     1.5Fin           5           5      1993
## 7          Norm     1Fam     1Story           8           5      2004
## 8          Norm     1Fam     2Story           7           6      1973
## 9          Norm     1Fam     1.5Fin           7           5      1931
## 10       Artery   2fmCon     1.5Unf           5           6      1939
## 11         Norm     1Fam     1Story           5           5      1965
## 12         Norm     1Fam     2Story           9           5      2005
## 13         Norm     1Fam     1Story           5           6      1962
## 14         Norm     1Fam     1Story           7           5      2006
## 15         Norm     1Fam     1Story           6           5      1960
## 16         Norm     1Fam     1.5Unf           7           8      1929
## 17         Norm     1Fam     1Story           6           7      1970
## 18         Norm   Duplex     1Story           4           5      1967
## 19         Norm     1Fam     1Story           5           5      2004
## 20         Norm     1Fam     1Story           5           6      1958
## 21         Norm     1Fam     2Story           8           5      2005
## 22         Norm     1Fam     1.5Unf           7           7      1930
## 23         Norm     1Fam     1Story           8           5      2002
## 24         Norm   TwnhsE     1Story           5           7      1976
## 25         Norm     1Fam     1Story           5           8      1968
## 26         Norm     1Fam     1Story           8           5      2007
## 27         Norm     1Fam     1Story           5           7      1951
## 28         Norm     1Fam     1Story           8           5      2007
## 29         Norm     1Fam     1Story           5           6      1957
## 30         RRNn     1Fam     1Story           4           6      1927
## 31         Norm     1Fam     2Story           4           4      1920
## 32         Norm     1Fam     1Story           5           6      1966
## 33         Norm     1Fam     1Story           8           5      2007
## 34         Norm     1Fam     1Story           5           5      1959
## 35         Norm   TwnhsE     1Story           9           5      2005
## 36         Norm     1Fam     2Story           8           5      2004
## 37         Norm     1Fam     1Story           5           5      1994
## 38         Norm     1Fam     1Story           5           6      1954
## 39         Norm     1Fam     1Story           5           7      1953
## 40         Norm   Duplex     1Story           4           5      1955
## 41         Norm     1Fam     1Story           6           5      1965
## 42         Norm     1Fam     1Story           5           6      1959
## 43         Norm     1Fam     SFoyer           5           7      1983
## 44         Norm     1Fam     1Story           5           6      1975
## 45         Norm     1Fam     1Story           5           6      1959
## 46         Norm   TwnhsE     1Story           9           5      2005
## 47         Norm     1Fam     1.5Fin           7           5      2003
## 48         Norm     1Fam     1Story           8           5      2006
## 49         Norm   2fmCon     2Story           4           5      1920
## 50         Norm     1Fam     1Story           5           7      1966
## 51         Norm     1Fam     2Story           6           6      1997
## 52         Norm     1Fam     1.5Fin           6           6      1934
## 53         Norm   Duplex     1Story           5           5      1963
## 54         Norm     1Fam     1Story           9           5      1981
## 55         Norm     1Fam       SLvl           5           5      1955
## 56         Norm     1Fam     1Story           6           5      1964
## 57         Norm    Twnhs     2Story           8           5      1999
## 58         Norm     1Fam     2Story           7           5      2004
## 59         Norm     1Fam     2Story          10           5      2006
## 60         Norm     1Fam     1Story           5           7      1972
## 61         Norm     1Fam     1Story           6           5      2004
## 62         Norm     1Fam     2.5Unf           5           7      1920
## 63         Norm   TwnhsE     1Story           8           5      2006
## 64        Feedr     1Fam     2Story           7           6      1921
## 65         Norm     1Fam     2Story           7           5      1997
## 66         Norm     1Fam     2Story           8           5      2004
## 67         Norm     1Fam     1Story           7           5      1970
## 68         Norm     1Fam     1Story           7           5      2003
## 69         Norm     1Fam     1Story           4           6      1945
## 70         Norm     1Fam     1.5Fin           7           4      1953
## 71         Norm     1Fam     1Story           7           6      1973
## 72         Norm     1Fam     1Story           4           6      1982
## 73         Norm     1Fam     2Story           7           5      1998
## 74         Norm     1Fam     1Story           5           7      1954
## 75         Norm     1Fam     2Story           3           6      1915
## 76         Norm    Twnhs       SLvl           4           5      1973
## 77         Norm     1Fam     1Story           4           7      1956
## 78         Norm     1Fam     1.5Fin           5           5      1948
## 79         Norm   Duplex     1Story           4           5      1968
## 80         Norm     1Fam     2Story           5           6      1910
## 81         Norm     1Fam     2Story           6           6      1968
## 82         Norm   TwnhsE     1Story           6           5      1998
## 83         Norm     1Fam     1Story           8           5      2007
## 84         Norm     1Fam     1Story           5           5      1960
## 85         Norm     1Fam       SLvl           7           5      1995
## 86         Norm     1Fam     2Story           8           5      1991
## 87         Norm     1Fam     2Story           6           5      2005
## 88         Norm   TwnhsE     2Story           6           5      2009
## 89        Feedr     1Fam     1.5Fin           3           2      1915
## 90         Norm     1Fam     1Story           4           5      1994
## 91         Norm     1Fam     1Story           4           5      1950
## 92         Norm     1Fam     1Story           5           3      1961
## 93         Norm     1Fam     1Story           5           7      1921
## 94         Norm   2fmCon     2.5Unf           6           6      1910
## 95         Norm     1Fam     2Story           6           5      1997
## 96         Norm     1Fam     2Story           6           8      1993
## 97         Norm     1Fam     1Story           7           5      1999
## 98         Norm     1Fam     1Story           4           5      1965
## 99         Norm     1Fam     1Story           5           5      1920
## 100        Norm     1Fam     1Story           4           5      1959
## 101        Norm     1Fam     1Story           6           7      1977
## 102        Norm     1Fam     2Story           6           5      1985
## 103        Norm   Duplex     1Story           5           5      1979
## 104        Norm     1Fam     1Story           7           5      2009
## 105        Norm     1Fam     1.5Fin           7           4      1931
## 106        Norm     1Fam     2Story           8           5      2003
## 107        Norm     1Fam     1Story           4           7      1885
## 108        Norm     1Fam     1Story           5           5      1948
## 109        Norm     1Fam     1.5Fin           5           7      1919
## 110        Norm     1Fam     1Story           6           6      1977
## 111        Norm     1Fam     1.5Fin           6           4      1954
## 112        Norm     1Fam       SLvl           7           5      2000
## 113        Norm     1Fam     2Story           7           5      2007
## 114        Norm     1Fam     1Story           6           5      1953
## 115        Norm     1Fam     2Story           6           8      1945
## 116        Norm   TwnhsE     2Story           6           5      1999
## 117        Norm     1Fam     1Story           5           5      1962
## 118        Norm     1Fam     1Story           5           5      2006
## 119        Norm     1Fam     2Story           7           5      1990
## 120        Norm     1Fam     2Story           6           5      2005
## 121        Norm     1Fam       SLvl           6           5      1969
## 122        Norm     1Fam     1.5Fin           4           5      1939
## 123        Norm     1Fam     1Story           6           7      1958
## 124        Norm   TwnhsE     1Story           6           5      1993
## 125        Norm     1Fam     1Story           6           5      1979
## 126        Norm   2fmCon     1.5Fin           6           8      1935
## 127        Norm   TwnhsE     1Story           6           5      1976
## 128        Norm     1Fam     1.5Unf           5           7      1930
## 129        Norm     1Fam     2Story           6           5      1966
## 130        Norm     1Fam     1Story           5           7      1958
## 131        Norm     1Fam     2Story           7           6      1966
## 132        Norm     1Fam     2Story           6           5      2000
## 133        Norm     1Fam     1Story           5           6      1959
## 134        Norm     1Fam     1Story           8           5      2001
## 135        Norm     1Fam     1Story           5           6      1968
## 136        Norm     1Fam     1Story           7           6      1970
## 137        Norm     1Fam     1Story           5           5      1967
## 138        Norm   Duplex     1Story           7           5      1988
## 139        Norm     1Fam     2Story           8           5      1999
## 140        Norm     1Fam     2Story           6           5      1997
## 141        Norm     1Fam     1Story           4           5      1971
## 142        Norm     1Fam     1Story           7           5      2005
## 143        Norm     1Fam     1.5Fin           5           4      1952
## 144        Norm     1Fam     1Story           7           5      1999
## 145        Norm   Duplex     1Story           5           5      1963
## 146        Norm    Twnhs     2Story           6           5      2004
## 147        Norm     1Fam     1Story           5           7      1931
## 148        Norm     1Fam     2Story           7           5      2001
## 149        Norm     1Fam     1Story           7           5      2004
## 150        Norm     1Fam     1.5Fin           5           4      1936
## 151        Norm     1Fam     1Story           5           6      1975
## 152        Norm     1Fam     1Story           8           5      2007
## 153        Norm     1Fam     2Story           6           5      1971
## 154        Norm     1Fam     1Story           6           7      1960
## 155        Norm     1Fam     1Story           6           5      1923
## 156        Norm     1Fam     1.5Fin           6           5      1924
## 157        Norm     1Fam     1Story           5           7      1950
## 158        Norm     1Fam     2Story           8           5      2009
## 159        Norm     1Fam     2Story           7           5      2004
## 160        Norm     1Fam     2Story           7           5      2005
## 161        Norm     1Fam     1Story           6           6      1984
## 162        Norm     1Fam     2Story           9           5      2003
## 163        Norm     1Fam     1Story           7           5      2005
## 164        Norm     1Fam     1.5Unf           4           6      1956
## 165        Norm     1Fam     1Story           6           7      1926
## 166        Norm   2fmCon     1.5Fin           5           7      1940
## 167        Norm     1Fam     1Story           5           5      1955
## 168        Norm     1Fam     2Story           8           5      2007
## 169        Norm     1Fam     2Story           7           5      2004
## 170        Norm     1Fam     1Story           8           6      1981
## 171        Norm     1Fam     1.5Fin           5           6      1941
## 172        Norm     1Fam     1Story           6           5      1960
## 173        Norm   TwnhsE     2Story           7           7      1987
## 174        Norm     1Fam     1Story           6           5      1961
## 175        Norm     1Fam     1Story           6           5      1986
## 176        Norm     1Fam     1Story           6           7      1950
## 177        Norm     1Fam     2Story           6           5      1988
## 178        Norm     1Fam     1.5Fin           5           5      1958
## 179        Norm     1Fam     1Story           9           5      2008
## 180        Norm     1Fam     1Story           5           6      1923
## 181        Norm    Twnhs     2Story           6           5      2000
## 182        Norm     1Fam     2Story           7           6      1920
## 183        Norm     1Fam     1Story           5           6      1957
## 184        Norm     1Fam     1.5Fin           7           5      2003
## 185       Feedr     1Fam     1.5Fin           5           8      1908
## 186        Norm     1Fam     2.5Fin          10           9      1892
## 187        Norm     1Fam       SLvl           7           5      1990
## 188        Norm     1Fam     1.5Fin           5           7      1916
## 189        Norm   Duplex     SFoyer           5           5      1979
## 190        Norm   TwnhsE     1Story           8           5      2001
## 191        Norm     1Fam     2Story           8           8      1932
## 192        Norm     1Fam     2Story           7           9      1972
## 193        Norm     1Fam     1Story           7           5      1999
## 194        Norm    Twnhs     2Story           7           5      2004
## 195        Norm     1Fam     1Story           5           7      1972
## 196        Norm    Twnhs     2Story           6           6      1976
## 197        Norm     1Fam     1Story           7           5      2007
## 198        Norm     1Fam     2Story           8           4      1918
## 199        Norm     1Fam     2.5Fin           6           6      1912
## 200        Norm     1Fam     1Story           8           5      2004
## 201        Norm     1Fam     1Story           4           5      2003
## 202        Norm     1Fam     1Story           6           6      1977
## 203        Norm     1Fam     1.5Fin           6           6      1924
## 204        Norm   TwnhsE     1Story           6           5      2004
## 205        Norm     1Fam     1.5Fin           5           7      1947
## 206        Norm     1Fam     1Story           7           5      1990
## 207        Norm     1Fam     1Story           5           5      1962
## 208        Norm     1Fam     1Story           4           5      1960
## 209        Norm     1Fam     2Story           7           5      1988
## 210        Norm     1Fam     1Story           6           7      1964
## 211        Norm     1Fam     1Story           5           6      1925
## 212        Norm     1Fam     1Story           6           5      2009
## 213        Norm     1Fam     2Story           7           5      2009
## 214        Norm     1Fam     1Story           5           5      1995
## 215        Norm     1Fam     2Story           6           7      1977
## 216        Norm     1Fam     1Story           5           6      1957
## 217        Norm     1Fam     1Story           7           5      2004
## 218        Norm     1Fam     2Story           4           4      1925
## 219        Norm     1Fam     1.5Fin           7           9      1939
## 220        Norm   TwnhsE     1Story           7           5      2005
## 221        Norm     1Fam     1Story           7           5      2006
## 222        Norm     1Fam     2Story           6           5      2002
## 223        Norm     1Fam     2Story           6           6      1975
## 224        Norm     1Fam     1Story           4           6      1971
## 225        Norm     1Fam     1Story          10           5      2003
## 226        Norm    Twnhs     2Story           5           5      1971
## 227        Norm     1Fam     2Story           7           5      1995
## 228        Norm    Twnhs     2Story           6           6      1970
## 229        Norm     1Fam     1Story           5           5      1967
## 230        Norm   TwnhsE     1Story           7           5      2005
## 231        Norm     1Fam     1Story           6           6      1959
## 232        Norm     1Fam     2Story           8           5      1995
## 233        Norm    Twnhs     2Story           6           5      1972
## 234        Norm     1Fam     1Story           5           6      1976
## 235        Norm     1Fam     2Story           6           5      2002
## 236        Norm   TwnhsE     2Story           6           3      1971
## 237        Norm     1Fam     1Story           7           5      2004
## 238        Norm     1Fam     2Story           7           7      1993
## 239        Norm     1Fam     1Story           8           5      2007
## 240        Norm     1Fam     1.5Fin           6           4      1945
## 241        Norm     1Fam     1Story           8           5      2008
## 242        Norm     1Fam     1Story           5           9      1945
## 243        Norm     1Fam     1.5Fin           5           4      1900
## 244        Norm   TwnhsE     2Story           6           6      1980
## 245        Norm     1Fam     2Story           7           5      1994
## 246        Norm     1Fam     1Story           7           5      1988
## 247        Norm   2fmCon     2Story           6           8      1910
## 248        Norm     1Fam     1Story           6           5      1954
## 249        Norm     1Fam     2Story           7           5      2003
## 250        Norm     1Fam     1.5Fin           6           7      1958
## 251        Norm     1Fam     1Story           3           2      1940
## 252        Norm   TwnhsE     1Story           8           5      2006
## 253        Norm     1Fam     2Story           6           5      2004
## 254        Norm     1Fam       SLvl           6           7      1964
## 255        Norm     1Fam     1Story           5           6      1957
## 256        Norm     1Fam     2Story           7           5      1999
## 257        Norm     1Fam     2Story           6           5      2003
## 258        Norm     1Fam     1Story           7           5      2006
## 259        Norm     1Fam     2Story           7           5      2001
## 260        Norm     1Fam     1Story           5           5      1956
## 261        Norm     1Fam       SLvl           6           5      1962
## 262        Norm     1Fam     2Story           8           5      2007
## 263        Norm     1Fam       SLvl           6           7      1977
## 264        Norm     1Fam     1.5Fin           5           7      1929
## 265        Norm     1Fam     1Story           5           5      1925
## 266        Norm     1Fam     1Story           6           6      1981
## 267        Norm     1Fam     2Story           6           5      1997
## 268        Norm     1Fam     2.5Fin           5           8      1939
## 269        Norm     1Fam     1Story           5           6      1940
## 270        Norm     1Fam     1Story           6           7      1976
## 271        Norm     1Fam     2Story           8           5      2006
## 272        Norm     1Fam     1Story           7           7      1954
## 273        Norm     1Fam     2Story           8           7      1999
## 274        Norm     1Fam     1Story           6           6      1958
## 275        Norm     1Fam     1Story           5           7      1982
## 276        Norm     1Fam     1.5Fin           7           7      1925
## 277        Norm     1Fam     1Story           7           5      2003
## 278        Norm     1Fam     1Story           4           5      1951
## 279        Norm     1Fam     1Story           9           5      2006
## 280        Norm     1Fam     2Story           7           5      1977
## 281        Norm     1Fam     2Story           7           6      1989
## 282        Norm     1Fam     1Story           6           5      2006
## 283        Norm    Twnhs     1Story           7           5      2007
## 284        Norm     1Fam     1Story           8           5      2008
## 285        Norm   TwnhsE     1Story           6           5      1992
## 286        Norm   TwnhsE     2Story           7           5      2006
## 287        Norm     1Fam     1.5Fin           6           7      1962
## 288        Norm     1Fam     1Story           4           4      1971
## 289        Norm     1Fam     1Story           5           5      1967
## 290        Norm     1Fam     2Story           6           7      1915
## 291        Norm     1Fam     2Story           8           5      2006
## 292        Norm   2fmCon     2Story           5           6      1912
## 293        Norm     1Fam     1.5Fin           5           4      1949
## 294        Norm     1Fam     2Story           7           7      1977
## 295        Norm     1Fam     1Story           6           5      1953
## 296        Norm     1Fam       SLvl           6           6      1984
## 297        Norm     1Fam     1.5Fin           5           5      1950
## 298        Norm     1Fam     2Story           7           5      1997
## 299        Norm     1Fam     2Story           6           6      1968
## 300        Norm     1Fam     1Story           6           8      1950
## 301        Norm   2fmCon     1Story           5           5      1953
## 302        Norm     1Fam     2Story           8           5      1998
## 303        Norm     1Fam     1Story           7           5      2001
## 304        Norm     1Fam     1Story           5           7      1972
## 305        Norm     1Fam     2.5Fin           7           9      1880
## 306        Norm     1Fam     1Story           8           5      2004
## 307        Norm     1Fam     2Story           7           5      1990
## 308        Norm     1Fam     1.5Fin           6           7      1920
## 309        Norm     1Fam     1Story           4           5      1940
## 310        Norm     1Fam     1Story           9           5      2003
## 311        Norm     1Fam     2Story           6           5      1993
## 312        Norm     1Fam     1Story           6           6      1948
## 313        Norm   2fmCon     1.5Fin           5           7      1939
## 314        Norm     1Fam     1Story           7           5      1965
## 315        Norm     1Fam     2Story           7           7      1925
## 316        Norm     1Fam     2Story           7           5      2004
## 317        Norm     1Fam     2Story           7           7      1980
## 318        Norm     1Fam     2Story           8           5      2006
## 319        Norm     1Fam     2Story           7           5      1993
## 320        Norm     1Fam       SLvl           7           5      1980
## 321        Norm     1Fam     2Story           9           5      2006
## 322        Norm     1Fam     2Story           8           5      2004
## 323        Norm     1Fam     2Story           7           5      1986
## 324        Norm     1Fam     1Story           3           8      1955
## 325        Norm     1Fam       SLvl           7           7      1967
## 326        Norm     1Fam     1.5Unf           5           6      1941
## 327        Norm   TwnhsE     1Story           8           5      1993
## 328        Norm     1Fam     1Story           6           5      1960
## 329        Norm     1Fam     2.5Unf           6           6      1916
## 330        Norm     1Fam     2Story           5           5      1920
## 331        Norm   Duplex     1Story           5           4      1964
## 332        Norm     1Fam     1Story           5           6      1958
## 333        Norm     1Fam     1Story           8           5      2003
## 334        Norm   TwnhsE     1Story           7           5      2004
## 335        Norm     1Fam     2Story           6           5      1998
## 336        Norm   2fmCon     1.5Fin           5           6      1965
## 337        Norm     1Fam     1Story           9           5      2005
## 338        Norm     1Fam     1Story           7           5      2002
## 339        Norm     1Fam     1Story           7           7      1984
## 340        Norm     1Fam     1Story           6           7      1958
## 341        Norm     1Fam     2Story           8           5      2002
## 342        Norm     1Fam     1Story           4           4      1950
## 343        Norm   Duplex     1Story           3           4      1949
## 344        Norm   TwnhsE     1Story           9           5      2005
## 345        Norm   TwnhsE     2Story           5           3      1976
## 346        Norm     1Fam     1.5Fin           6           5      1939
## 347        Norm     1Fam     1Story           6           8      1960
## 348        Norm     1Fam     1Story           6           5      1960
## 349        Norm    Twnhs     2Story           7           5      2003
## 350        Norm     1Fam     2Story           9           5      2005
## 351        Norm   TwnhsE     1Story           9           5      2007
## 352        Norm     1Fam     1Story           7           5      1986
## 353        Norm     1Fam     1.5Fin           5           6      1941
## 354        Norm     1Fam     1Story           6           8      1928
## 355        Norm     1Fam     1.5Fin           6           5      1940
## 356        Norm     1Fam     1Story           6           5      1995
## 357        Norm     1Fam     1Story           6           6      1992
## 358        Norm   TwnhsE     1Story           5           5      1976
## 359        Norm     1Fam       SLvl           5           4      1958
## 360        Norm     1Fam     2Story           8           5      1998
## 361        Norm     1Fam     SFoyer           6           6      1978
## 362        Norm     1Fam     1.5Fin           5           5      1940
## 363        Norm     1Fam     SFoyer           7           5      2003
## 364        Norm    Twnhs     2Story           6           8      1972
## 365        Norm     1Fam     2Story           6           5      1976
## 366        Norm     1Fam     2Story           5           7      1920
## 367        Norm     1Fam     1Story           6           5      1963
## 368        Norm     1Fam       SLvl           6           5      1962
## 369        Norm     1Fam     1Story           5           6      1954
## 370        Norm     1Fam     1Story           5           7      1959
## 371        Norm     1Fam     2Story           6           5      2000
## 372        Norm     1Fam     1.5Fin           4           4      1959
## 373        Norm   TwnhsE     1Story           6           5      1984
## 374        Norm     1Fam     1Story           5           6      1953
## 375        Norm     1Fam     2Story           7           5      2003
## 376        Norm     1Fam     1Story           1           1      1922
## 377        Norm     1Fam     SFoyer           5           5      1996
## 378        Norm     1Fam     2Story           8           5      2004
## 379        Norm     1Fam     1Story           9           2      2010
## 380        Norm     1Fam     2Story           6           5      2000
## 381        Norm     1Fam     1.5Fin           5           6      1924
## 382        Norm     1Fam     1Story           7           5      2006
## 383        Norm     1Fam     2Story           7           5      2006
## 384        Norm     1Fam     1.5Unf           6           3      1928
## 385        Norm     1Fam     2Story           6           5      1992
## 386        Norm   TwnhsE     1Story           8           5      2004
## 387        Norm     1Fam     1.5Fin           5           3      1910
## 388        Norm     1Fam       SLvl           6           6      1976
## 389        Norm     1Fam     1Story           7           5      1999
## 390        Norm     1Fam     2Story          10           5      2007
## 391        Norm     1Fam     1.5Fin           5           8      1900
## 392        Norm     1Fam     2Story           6           5      2001
## 393        Norm     1Fam     1Story           5           7      1959
## 394        Norm     1Fam     1Story           4           5      1941
## 395        Norm     1Fam     1.5Fin           5           6      1940
## 396        Norm     1Fam     1Story           5           6      1956
## 397        Norm     1Fam     1Story           5           5      1972
## 398        Norm     1Fam     2Story           5           5      1962
## 399        Norm     1Fam     1Story           5           2      1920
## 400        Norm     1Fam     2Story           7           5      2006
## 401        Norm   TwnhsE     1Story           8           5      1996
## 402        Norm     1Fam     1Story           7           5      2005
## 403        Norm     1Fam     1Story           5           8      1940
## 404        Norm     1Fam     2Story           8           5      1998
## 405        Norm     1Fam     2Story           6           5      1995
## 406        Norm     1Fam     1Story           4           4      1976
## 407        Norm     1Fam     1.5Fin           6           5      1936
## 408        Norm     1Fam     2Story           6           7      1915
## 409        Norm     1Fam     2Story           7           5      2006
## 410        Norm     1Fam     2Story           8           5      2007
## 411        Norm     1Fam     1Story           5           3      1958
## 412        Norm   2fmCon     1Story           5           5      1955
## 413        Norm     1Fam     1Story           7           5      2009
## 414        Norm     1Fam     1Story           5           6      1927
## 415        Norm     1Fam     2Story           7           5      1993
## 416        Norm     1Fam     1Story           7           5      2007
## 417        Norm     1Fam     2Story           6           7      1978
## 418        Norm     1Fam     2Story           6           6      1918
## 419        Norm     1Fam     1.5Fin           5           6      1940
## 420        Norm     1Fam     1Story           5           6      1968
## 421        Norm   Duplex     SFoyer           7           5      1997
## 422        Norm     1Fam     1Story           6           7      1977
## 423        Norm     1Fam     1Story           5           5      1954
## 424        Norm     1Fam     2Story           8           5      1998
## 425        Norm     1Fam     1Story           6           5      1956
## 426        Norm     1Fam     2Story           7           8      1946
## 427        Norm     1Fam       SLvl           7           5      1989
## 428        Norm     1Fam     1Story           4           6      1957
## 429        Norm     1Fam     1Story           7           5      2007
## 430        Norm     1Fam     1Story           6           5      1988
## 431        Norm    Twnhs     2Story           6           5      1971
## 432        Norm     1Fam     1.5Fin           6           7      1920
## 433        Norm   TwnhsE     2Story           5           5      1971
## 434        Norm     1Fam     2Story           6           5      1997
## 435        Norm    Twnhs     SFoyer           4           7      1972
## 436        Norm     1Fam     2Story           7           6      1996
## 437        Norm     1Fam     1.5Fin           6           8      1920
## 438        Norm     1Fam     1.5Unf           6           7      1926
## 439        Norm     1Fam     1Story           5           6      1913
## 440        Norm     1Fam     1.5Fin           6           8      1920
## 441        Norm     1Fam     1Story          10           5      2008
## 442        Norm   Duplex     1Story           4           4      1955
## 443        Norm     1Fam     1.5Fin           5           7      1930
## 444        Norm   TwnhsE     1Story           7           5      2006
## 445        Norm     1Fam     2Story           7           5      1994
## 446        Norm     1Fam     1Story           6           5      1956
## 447        Norm     1Fam     1Story           6           6      1966
## 448        Norm     1Fam     2Story           7           5      1998
## 449        Norm     1Fam     1.5Fin           6           6      1937
## 450        Norm     1Fam     1.5Fin           3           7      1948
## 451        Norm     1Fam     1Story           6           8      1930
## 452        Norm     1Fam     1Story           7           5      1975
## 453        Norm     1Fam     2Story           6           5      1996
## 454        Norm     1Fam     2Story           8           5      2008
## 455        Norm   Duplex     1Story           5           5      1976
## 456        Norm     1Fam     1Story           7           6      1973
## 457        Norm     1Fam     2Story           5           5      1916
## 458        Norm     1Fam     1Story           4           6      1954
## 459        Norm     1Fam     2Story           8           7      1925
## 460        Norm     1Fam     1.5Fin           5           4      1950
## 461        Norm     1Fam     2Story           8           5      2009
## 462        Norm     1Fam     2Story           7           9      1936
## 463        Norm     1Fam     1Story           5           5      1965
## 464        Norm     1Fam     2Story           6           7      1934
## 465        Norm     1Fam     1Story           5           5      1978
## 466        Norm   TwnhsE     1Story           7           5      2004
## 467        Norm     1Fam     1Story           7           5      1970
## 468        Norm     1Fam     2Story           5           7      1942
## 469        Norm     1Fam     1Story           8           5      2006
## 470        Norm     1Fam     2Story           6           5      1993
## 471        Norm   TwnhsE     1Story           8           5      1985
## 472        Norm     1Fam     2Story           7           6      1977
## 473        Norm   TwnhsE       SLvl           6           5      2005
## 474        Norm     1Fam     1Story           8           5      2006
## 475        Norm   TwnhsE     1Story           8           5      2000
## 476        Norm     1Fam     1Story           5           6      1963
## 477        Norm     1Fam     1Story           6           5      1997
## 478        Norm     1Fam     2Story           9           5      2006
## 479        Norm     1Fam     1Story           8           5      2007
## 480        Norm     1Fam     1Story           4           7      1937
## 481        Norm     1Fam     1Story           9           5      2004
## 482        Norm     1Fam     1Story           9           5      2003
## 483        Norm     1Fam     2Story           7           8      1915
## 484        Norm    Twnhs     1Story           6           5      1998
## 485        Norm     1Fam     1Story           5           7      1962
## 486        Norm     1Fam     1Story           5           7      1950
## 487        Norm     1Fam     1Story           5           7      1965
## 488        Norm     1Fam     1Story           5           6      1971
## 489        Norm   2fmCon     1.5Fin           5           4      1900
## 490        Norm    Twnhs     SFoyer           4           8      1970
## 491        Norm   TwnhsE     2Story           5           6      1976
## 492        Norm     1Fam     1.5Fin           6           7      1941
## 493        Norm     1Fam     2Story           6           5      2006
## 494        Norm     1Fam     1Story           5           6      1960
## 495        Norm     1Fam     1Story           5           8      1938
## 496        Norm     1Fam     1Story           4           5      1920
## 497        Norm     1Fam     1Story           8           5      1992
## 498        Norm     1Fam     1.5Fin           7           6      1925
## 499        Norm     1Fam     1Story           5           7      1967
## 500        Norm     1Fam     1Story           5           7      1958
## 501        Norm    Twnhs     2Story           6           5      1973
## 502        Norm     1Fam     2Story           7           5      2005
## 503        Norm     1Fam     1Story           5           7      1965
## 504        Norm     1Fam     1Story           7           8      1959
## 505        Norm   TwnhsE     2Story           6           5      1974
## 506        Norm   Duplex     2Story           5           5      1952
## 507        Norm     1Fam     2Story           8           5      1993
## 508        Norm     1Fam     1Story           6           5      2009
## 509        Norm     1Fam     2Story           7           9      1928
## 510        Norm     1Fam     1Story           5           6      1959
## 511        Norm     1Fam     1Story           5           7      1951
## 512        Norm   TwnhsE     1Story           7           5      2005
## 513        Norm     1Fam     1Story           5           5      1958
## 514        Norm     1Fam     1Story           6           5      1983
## 515        Norm     1Fam     1.5Unf           5           5      1926
## 516        Norm     1Fam     1Story          10           5      2009
## 517        Norm     1Fam       SLvl           6           6      1972
## 518        Norm     1Fam     2Story           7           5      1996
## 519        Norm     1Fam     2Story           6           5      1998
## 520        Norm     1Fam     2Story           7           9      1926
## 521        Norm   2fmCon     2Story           4           7      1900
## 522        Norm     1Fam     1Story           6           6      1957
## 523        Norm     1Fam     1.5Fin           6           7      1947
## 524        PosN     1Fam     2Story          10           5      2007
## 525        Norm     1Fam     2Story           7           5      1996
## 526        Norm     1Fam     1Story           7           5      2005
## 527        Norm     1Fam     1Story           5           7      1956
## 528        Norm     1Fam     2Story           9           5      2008
## 529        Norm     1Fam     1Story           4           7      1920
## 530        Norm     1Fam     1Story           6           3      1957
## 531        Norm     1Fam       SLvl           6           5      1988
## 532       Feedr     1Fam     2Story           6           8      1920
## 533        Norm     1Fam     1Story           5           7      1955
## 534        Norm     1Fam     1Story           1           3      1946
## 535        Norm     1Fam     2Story           8           5      2004
## 536        Norm   2fmCon     2Story           5           7      1910
## 537        Norm     1Fam     2Story           7           5      1998
## 538        Norm     1Fam     1Story           4           5      1972
## 539        Norm     1Fam     1Story           5           5      1968
## 540        Norm     1Fam     1Story           8           5      2001
## 541        Norm     1Fam     1Story           9           5      2006
## 542        Norm     1Fam     2Story           8           5      2000
## 543        Norm     1Fam     1Story           7           5      1998
## 544        Norm   TwnhsE     SFoyer           7           5      1998
## 545        Norm     1Fam     2Story           7           5      2006
## 546        Norm     1Fam     1.5Fin           7           5      1988
## 547        Norm     1Fam     1.5Fin           6           7      1923
## 548        Norm     1Fam     SFoyer           5           7      1970
## 549        RRNn     1Fam     1Story           5           7      1955
## 550        Norm     1Fam     2Story           7           5      2003
## 551        Norm   TwnhsE     1Story           6           6      1977
## 552        Norm     1Fam     1Story           5           6      1957
## 553        Norm     1Fam     1Story           8           5      2006
## 554        Norm     1Fam     1Story           4           5      1949
## 555        Norm     1Fam     2Story           7           5      2003
## 556        Norm     1Fam     1.5Unf           5           6      1922
## 557        Norm     1Fam     1Story           5           5      1957
## 558        Norm     1Fam     1.5Fin           4           6      1920
## 559        Norm     1Fam     2Story           7           5      1996
## 560        Norm   TwnhsE     1Story           7           5      2003
## 561        Norm     1Fam     1Story           5           6      1957
## 562        Norm     1Fam     1Story           5           5      1974
## 563        Norm     1Fam     1Story           5           6      1940
## 564        Norm     1Fam     1.5Fin           6           7      1918
## 565        Norm     1Fam     2Story           7           5      1992
## 566        Norm     1Fam     2Story           6           4      1915
## 567        Norm     1Fam     2Story           9           5      2005
## 568        Norm     1Fam     1Story           7           5      2004
## 569        Norm     1Fam     1.5Fin           8           8      1983
## 570        Norm   Duplex     SFoyer           5           5      1979
## 571        Norm   Duplex     1Story           5           5      1965
## 572        Norm     1Fam     1Story           6           6      1959
## 573        Norm     1Fam     2Story           7           5      2009
## 574        Norm     1Fam       SLvl           7           5      2000
## 575        Norm     1Fam       SLvl           5           7      1971
## 576        Norm     1Fam     1.5Fin           5           5      1947
## 577        Norm     1Fam     1.5Fin           7           7      1928
## 578        Norm     1Fam       SLvl           5           6      1966
## 579        Norm   TwnhsE     2Story           7           5      2007
## 580        Norm     1Fam     1.5Fin           5           5      1954
## 581        Norm     1Fam     1Story           6           6      1960
## 582        Norm     1Fam     1Story           8           5      2008
## 583        Norm   Duplex     SFoyer           6           5      1990
## 584        PosA     1Fam     2.5Unf          10           9      1893
## 585        Norm     1Fam     1.5Fin           4           7      1935
## 586        Norm     1Fam     1Story           8           5      2005
## 587        Norm     1Fam     1Story           6           7      1918
## 588        Norm     1Fam     SFoyer           5           6      1982
## 589        Norm     1Fam     1Story           5           8      1968
## 590       Feedr     1Fam     1Story           5           6      1930
## 591        Norm     1Fam     2Story           7           5      2004
## 592        Norm     1Fam     2Story          10           5      2008
## 593        Norm     1Fam     1Story           5           8      1982
## 594        Norm   TwnhsE     1Story           6           5      2003
## 595        Norm     1Fam     1Story           5           6      1975
## 596        Norm     1Fam     1Story           8           5      2005
## 597        Norm     1Fam     2Story           6           7      1910
## 598        Norm   TwnhsE     1Story           7           5      2006
## 599        Norm     1Fam     1Story           5           6      1977
## 600        Norm    Twnhs     2Story           6           6      1980
## 601        Norm     1Fam     2Story           8           5      2005
## 602        Norm     1Fam     1.5Fin           6           6      1937
## 603        Norm     1Fam     2Story           8           5      1992
## 604        Norm   TwnhsE     2Story           7           5      2004
## 605        Norm     1Fam     1Story           7           5      2002
## 606        Norm     1Fam     2Story           7           6      1965
## 607        Norm     1Fam     1Story           5           5      1996
## 608        Norm     1Fam     2Story           5           8      1948
## 609        Norm     1Fam     2Story           8           6      1934
## 610        Norm     1Fam     1Story           4           5      1961
## 611        Norm     1Fam     2Story           9           5      2000
## 612        Norm     1Fam       SLvl           6           6      1978
## 613        Norm     1Fam     2Story           8           5      2001
## 614        Norm     1Fam     1Story           5           5      2007
## 615        Norm   TwnhsE     SFoyer           4           6      1972
## 616        Norm     1Fam     SFoyer           6           7      1963
## 617        Norm     1Fam     2Story           6           5      2002
## 618        Norm     1Fam     1.5Unf           6           6      1954
## 619        Norm     1Fam     1Story           9           5      2007
## 620        Norm     1Fam     2Story           8           5      2003
## 621        Norm     1Fam     1Story           3           3      1914
## 622        Norm     1Fam     2Story           6           7      1974
## 623        Norm     1Fam     1Story           5           6      1977
## 624        Norm   TwnhsE     2Story           6           5      2000
## 625        Norm     1Fam     2Story           6           5      1972
## 626        Norm     1Fam     1Story           6           6      1962
## 627        Norm     1Fam     1Story           5           5      1960
## 628        Norm     1Fam       SLvl           6           6      1955
## 629        Norm     1Fam     2Story           5           5      1969
## 630        Norm     1Fam       SLvl           6           5      1964
## 631        Norm     1Fam     2Story           5           6      1880
## 632        Norm    Twnhs     1Story           8           5      2006
## 633        Norm     1Fam     1Story           7           5      1977
## 634        Norm     1Fam     1Story           5           7      1954
## 635        Norm   Duplex     SFoyer           6           5      1980
## 636        Norm   2fmCon     2.5Fin           6           7      1914
## 637        Norm     1Fam     1Story           2           3      1936
## 638        Norm   2fmCon     1.5Fin           5           4      1954
## 639        Norm     1Fam     1Story           5           7      1910
## 640        Norm   TwnhsE     1Story           8           5      2006
## 641        Norm   TwnhsE     1Story           8           5      2003
## 642        Norm     1Fam     2Story           7           5      2001
## 643        Norm     1Fam       SLvl           8           7      1972
## 644        Norm     1Fam     2Story           5           5      1969
## 645        Norm     1Fam     1Story           9           5      2009
## 646        Norm     1Fam     1Story           6           5      1971
## 647        Norm     1Fam     1Story           5           5      1950
## 648        Norm     1Fam     1Story           6           5      1953
## 649        Norm     1Fam     2Story           6           5      1966
## 650        Norm    Twnhs     SFoyer           4           6      1970
## 651        Norm     1Fam     2Story           7           6      2007
## 652        Norm     1Fam     2Story           4           5      1940
## 653        Norm     1Fam     2Story           7           5      1996
## 654        Norm     1Fam     1.5Fin           6           7      1906
## 655        Norm     1Fam     1Story           8           6      1995
## 656        Norm    Twnhs     2Story           6           5      1971
## 657        Norm     1Fam     1Story           5           7      1959
## 658        Norm     1Fam     2Story           7           6      1931
## 659        Norm     1Fam     1.5Fin           6           5      1948
## 660        Norm     1Fam     1Story           5           7      1964
## 661        Norm     1Fam     2Story           7           7      1976
## 662        Norm     1Fam     2Story           8           7      1994
## 663        Norm     1Fam     1Story           6           3      1968
## 664        Norm     1Fam     SFoyer           4           5      1972
## 665        Norm     1Fam     1Story           8           5      2005
## 666        Norm     1Fam     2Story           8           5      2000
## 667        Norm     1Fam     2Story           6           5      1965
## 668        Norm     1Fam     1Story           6           5      1994
## 669        Norm     1Fam     1Story           5           6      1956
## 670        Norm     1Fam     1Story           4           5      1922
## 671        Norm     1Fam     2Story           6           5      2005
## 672        Norm     1Fam     2Story           6           6      1925
## 673        Norm     1Fam     1Story           6           6      1977
## 674        Norm     1Fam     1Story           6           7      1957
## 675        Norm     1Fam     1Story           6           6      1965
## 676        Norm    Twnhs     2Story           6           6      1978
## 677        Norm     1Fam     2Story           4           2      1900
## 678        Norm     1Fam     1Story           5           8      1924
## 679        Norm     1Fam     1Story           8           5      2008
## 680        Norm     1Fam     1Story           5           5      1961
## 681        Norm   TwnhsE     1Story           6           5      1980
## 682        Norm     1Fam     1.5Fin           5           5      1932
## 683        Norm     1Fam     1Story           6           5      1996
## 684        Norm     1Fam     1Story           9           5      2002
## 685        Norm     1Fam     2Story           7           5      1998
## 686        Norm   TwnhsE     2Story           7           5      1984
## 687        Norm     1Fam     2Story           7           6      2007
## 688        Norm   TwnhsE     2Story           7           5      2004
## 689        Norm     1Fam     1Story           8           6      2007
## 690        Norm   TwnhsE     1Story           6           5      2005
## 691        Norm   TwnhsE     1Story           6           5      2004
## 692        Norm     1Fam     2Story          10           6      1994
## 693        Norm     1Fam     2Story           7           5      1989
## 694        Norm     1Fam     1Story           5           6      1921
## 695        Norm     1Fam     1.5Fin           5           6      1936
## 696        Norm     1Fam     1Story           6           6      1987
## 697        Norm     1Fam     1Story           5           7      1921
## 698        Norm     1Fam     1Story           5           7      1952
## 699        Norm     1Fam     1Story           5           8      1965
## 700        Norm   TwnhsE     1Story           7           5      2004
## 701        Norm     1Fam     1Story           8           5      2002
## 702        Norm     1Fam     1Story           7           5      1969
## 703        Norm     1Fam     2Story           8           5      2006
## 704        Norm   2fmCon     2Story           5           9      1900
## 705        Norm     1Fam     1Story           7           5      2004
## 706        Norm   2fmCon     2Story           4           5      1930
## 707        Norm     1Fam     1Story           7           5      1971
## 708        Norm   TwnhsE     1Story           8           5      2006
## 709        Norm     1Fam     2Story           7           5      2007
## 710        Norm     1Fam     1Story           5           7      1966
## 711        Norm     1Fam     1Story           3           6      1935
## 712        Norm     1Fam     1.5Fin           4           7      1900
## 713        Norm   TwnhsE     1Story           8           5      1988
## 714        Norm   2fmCon     1Story           4           5      1970
## 715        Norm     1Fam     2Story           6           8      1976
## 716        Norm     1Fam     1Story           6           5      1974
## 717        Norm     1Fam     2Story           7           8      1890
## 718        Norm     1Fam     1Story           5           6      1973
## 719        Norm     1Fam     2Story           7           5      1993
## 720        Norm     1Fam     1Story           5           6      1969
## 721        Norm     1Fam     1Story           8           5      1985
## 722        Norm   TwnhsE     1Story           6           5      2004
## 723        Norm     1Fam     1Story           4           7      1970
## 724        Norm     1Fam     1.5Fin           4           6      1954
## 725        Norm     1Fam     1Story           9           5      2007
## 726        Norm     1Fam     1Story           4           6      1970
## 727        Norm     1Fam     1Story           6           9      1988
## 728        Norm     1Fam     1Story           7           5      2007
## 729        Norm   Duplex     1Story           5           5      1958
## 730        Norm     1Fam     1.5Fin           4           5      1925
## 731        Norm   TwnhsE     1Story           8           5      1995
## 732        Norm     1Fam       SLvl           7           5      2003
## 733        Norm     1Fam     2Story           7           5      1998
## 734        Norm     1Fam     1Story           5           6      1961
## 735        Norm     1Fam     1Story           5           5      1968
## 736        Norm     1Fam     2.5Unf           7           7      1914
## 737        Norm   Duplex     1Story           3           4      1950
## 738        Norm     1Fam     2Story           8           5      2005
## 739        Norm   Duplex     1Story           5           5      1987
## 740        Norm     1Fam     2Story           7           5      2004
## 741        Norm     1Fam     2Story           5           7      1910
## 742        Norm     1Fam     1Story           6           8      1961
## 743        Norm     1Fam     1Story           7           5      2000
## 744        Norm     1Fam       SLvl           5           6      1963
## 745        Norm   TwnhsE     1Story           8           5      1993
## 746        Norm     1Fam     2Story           8           9      1976
## 747        Norm     1Fam     2Story           7           5      2000
## 748        Norm     1Fam     2Story           7           7      1880
## 749        Norm     1Fam     1Story           7           5      1996
## 750        Norm     1Fam     1.5Fin           4           3      1945
## 751        Norm     1Fam     1.5Fin           4           7      1910
## 752        Norm     1Fam     2Story           7           5      2003
## 753        Norm     1Fam     1Story           6           5      1997
## 754        Norm     1Fam     2Story           8           5      2005
## 755        Norm     1Fam     1Story           6           8      1969
## 756        Norm   TwnhsE     2Story           6           5      1999
## 757        Norm     1Fam     2Story           8           5      2007
## 758        Norm     1Fam     2Story           6           5      1978
## 759        Norm    Twnhs     2Story           7           5      1999
## 760        Norm     1Fam     2Story           8           5      1995
## 761        Norm     1Fam     1Story           6           6      1959
## 762        Norm     1Fam     1Story           5           5      1924
## 763        Norm     1Fam     2Story           7           5      2009
## 764        Norm     1Fam     2Story           8           5      1999
## 765        Norm   TwnhsE     1Story           8           5      1995
## 766        Norm     1Fam     1Story           9           5      2008
## 767        Norm     1Fam     2Story           7           5      1988
## 768        Norm     1Fam     1.5Fin           6           7      1940
## 769        Norm     1Fam     1Story           7           5      2004
## 770        Norm     1Fam     2Story           8           5      2003
## 771        Norm     1Fam     SFoyer           5           5      1982
## 772        Norm     1Fam     1Story           4           5      1951
## 773        Norm     1Fam       SLvl           6           5      1976
## 774        Norm     1Fam     1Story           5           5      1958
## 775        Norm     1Fam     1Story           8           5      2006
## 776        Norm   TwnhsE     1Story           6           5      1998
## 777        Norm     1Fam     1Story           7           5      2005
## 778        Norm     1Fam     1Story           5           5      1974
## 779        Norm   Duplex     1Story           5           5      1977
## 780        Norm   Duplex     SFoyer           6           5      1977
## 781        Norm     1Fam     1Story           7           5      1995
## 782        Norm     1Fam     2Story           6           5      1992
## 783        Norm     1Fam     1Story           7           5      2001
## 784        Norm     1Fam     SFoyer           5           6      1978
## 785        Norm     1Fam     2.5Unf           6           6      1914
## 786        Norm     1Fam     1Story           6           5      1967
## 787        Norm     1Fam     1.5Fin           5           6      1915
## 788        Norm     1Fam     2Story           7           5      2004
## 789        Norm     1Fam     1Story           4           7      1954
## 790        Norm     1Fam     2Story           6           8      1966
## 791        Norm   TwnhsE     1Story           7           5      2005
## 792        Norm     1Fam       SLvl           6           5      1976
## 793        Norm     1Fam     2Story           7           5      1996
## 794        Norm     1Fam     1Story           8           5      2007
## 795        Norm     1Fam     2Story           7           5      1994
## 796        Norm     1Fam     2Story           6           6      1980
## 797        Norm     1Fam     1Story           6           5      1977
## 798        Norm     1Fam     1Story           5           5      1953
## 799        Norm     1Fam     2Story           9           5      2008
## 800        Norm     1Fam     1.5Fin           5           7      1937
## 801        Norm     1Fam     2Story           6           5      1997
## 802        Norm     1Fam     1Story           4           7      1916
## 803        Norm     1Fam     2Story           7           5      2005
## 804        Norm     1Fam     2Story           9           5      2008
## 805        Norm     1Fam     1Story           5           5      1954
## 806        Norm     1Fam     1Story           7           5      2008
## 807        Norm     1Fam       SLvl           5           5      1967
## 808        Norm     1Fam     2Story           5           6      1923
## 809        Norm     1Fam       SLvl           5           5      1966
## 810        Norm     1Fam     2.5Unf           5           5      1898
## 811        Norm     1Fam     1Story           6           6      1974
## 812        Norm   TwnhsE     1Story           6           5      2004
## 813        Norm     1Fam     1Story           5           5      1952
## 814        Norm     1Fam     1Story           6           6      1958
## 815        Norm     1Fam     1.5Fin           5           7      1918
## 816        Norm     1Fam     1Story           7           5      1998
## 817        Norm     1Fam     1Story           5           6      1954
## 818        Norm     1Fam     1Story           8           5      2002
## 819        Norm     1Fam       SLvl           6           7      1971
## 820        Norm   TwnhsE     1Story           7           5      2009
## 821        Norm     1Fam     2Story           7           5      2003
## 822        Norm   2fmCon     1Story           4           4      1953
## 823        Norm     1Fam     2Story           7           5      2003
## 824        Norm     1Fam     1.5Fin           6           7      1940
## 825        Norm     1Fam     1Story           8           5      2006
## 826        PosN     1Fam     1Story          10           5      2007
## 827        Norm     1Fam     1.5Unf           5           6      1924
## 828        Norm     1Fam     1Story           7           5      2001
## 829        Norm     1Fam     2Story           5           5      1967
## 830        Norm    Twnhs     2Story           7           5      2005
## 831        Norm     1Fam     1Story           6           5      1957
## 832        Norm   TwnhsE     2Story           7           5      2005
## 833        Norm     1Fam     2Story           7           6      2003
## 834        Norm     1Fam     1Story           6           6      1964
## 835        Norm     1Fam     1Story           5           6      1961
## 836        Norm     1Fam     1Story           4           7      1950
## 837        Norm     1Fam     1Story           5           6      1948
## 838        Norm    Twnhs     2Story           6           5      1973
## 839        Norm     1Fam     1Story           5           6      1995
## 840        Norm     1Fam     1.5Fin           5           6      1946
## 841        Norm     1Fam     2Story           6           8      1925
## 842        Norm     1Fam     2Story           5           8      1904
## 843        Norm     1Fam       SLvl           6           7      1966
## 844        Norm   Duplex     1Story           5           4      1961
## 845        Norm     1Fam     1.5Fin           5           8      1915
## 846        Norm     1Fam     SFoyer           5           5      1975
## 847        Norm     1Fam     2Story           7           5      1993
## 848        Norm     1Fam     1Story           5           6      1972
## 849        Norm     1Fam     1.5Fin           6           8      1908
## 850        Norm     1Fam       SLvl           6           7      1976
## 851        Norm   TwnhsE     1Story           6           5      2003
## 852        Norm   TwnhsE     1Story           8           5      2003
## 853        Norm     1Fam     2.5Unf           7           5      1941
## 854        Norm     1Fam       SLvl           6           6      1964
## 855        Norm     1Fam     1Story           5           4      1955
## 856        Norm     1Fam     1Story           5           8      1962
## 857        Norm     1Fam       SLvl           6           6      1978
## 858        Norm     1Fam     2Story           6           5      1994
## 859        Norm     1Fam     1Story           7           5      1976
## 860        Norm     1Fam     2Story           6           7      1968
## 861        Norm     1Fam     1.5Fin           7           8      1918
## 862        Norm   2fmCon     1Story           5           4      1965
## 863        Norm     1Fam     1Story           6           5      1984
## 864        Norm     1Fam     1Story           5           5      1959
## 865        Norm     1Fam     1Story           7           5      2007
## 866        Norm     1Fam     1Story           5           6      1970
## 867        Norm     1Fam     1Story           8           5      2006
## 868        Norm     1Fam     1Story           4           5      1961
## 869        Norm     1Fam     2Story           5           6      1948
## 870        Norm     1Fam     2Story           7           5      1993
## 871        Norm     1Fam     1Story           5           5      1962
## 872        Norm     1Fam     2Story           6           5      1998
## 873        Norm     1Fam     1Story           5           7      1953
## 874        Norm     1Fam     1Story           5           7      1949
## 875        Norm     1Fam     1.5Fin           5           6      1941
## 876        Norm     1Fam     2Story           8           5      2007
## 877        Norm     1Fam     1Story           4           5      1963
## 878        Norm     1Fam     2Story           9           5      2004
## 879        Norm     1Fam     SFoyer           5           7      1961
## 880        Norm     1Fam     1Story           5           8      1978
## 881        Norm     1Fam     1Story           5           5      2005
## 882        Norm     1Fam     1.5Fin           7           5      1990
## 883        Norm     1Fam     2Story           6           5      1992
## 884        Norm     1Fam     2.5Fin           4           5      1912
## 885        Norm     1Fam     1Story           5           5      1967
## 886        Norm   TwnhsE     1Story           9           5      1999
## 887        Norm   Duplex     1Story           5           5      1959
## 888        Norm     1Fam     1.5Fin           5           7      1955
## 889        Norm     1Fam     1Story           8           6      1970
## 890        Norm     1Fam     1Story           6           4      1953
## 891        Norm     1Fam     1.5Fin           5           7      1949
## 892        Norm     1Fam     2Story           6           5      1978
## 893        Norm     1Fam     1Story           6           8      1963
## 894        Norm     1Fam     1Story           5           5      1954
## 895        Norm   Duplex     1Story           5           5      1979
## 896        Norm     1Fam     2Story           6           5      1963
## 897        Norm     1Fam     1Story           4           6      1936
## 898        Norm   Duplex     2Story           5           5      1979
## 899        Norm     1Fam     1Story           9           5      2009
## 900        Norm     1Fam     1Story           5           7      1961
## 901        Norm     1Fam     1Story           4           6      1971
## 902        Norm     1Fam     1Story           5           7      1957
## 903        Norm     1Fam     2Story           7           5      2003
## 904        Norm     1Fam     1Story           7           5      2006
## 905        Norm     1Fam     1Story           5           6      1967
## 906        Norm     1Fam     1Story           5           5      1954
## 907        Norm     1Fam     1Story           8           5      2006
## 908        Norm     1Fam     1.5Fin           7           7      1936
## 909        Norm     1Fam     1Story           5           5      1983
## 910        Norm     1Fam     2Story           6           5      2005
## 911        Norm   Duplex     2Story           5           5      1960
## 912        Norm     1Fam     1Story           5           7      1977
## 913        Norm     1Fam     1Story           5           7      1925
## 914        Norm   Duplex     2Story           5           6      1949
## 915        Norm   TwnhsE     2Story           6           5      2009
## 916        Norm    Twnhs     2Story           4           5      1970
## 917        Norm     1Fam     1Story           2           3      1949
## 918        Norm     1Fam     1Story           4           6      1956
## 919        Norm     1Fam     2Story           7           5      1991
## 920        Norm     1Fam     1Story           6           8      1958
## 921        Norm     1Fam     2Story           6           5      1994
## 922        Norm   Duplex     1.5Fin           5           7      1900
## 923        Norm     1Fam     1Story           6           5      2005
## 924        Norm   TwnhsE     1Story           6           5      1993
## 925        Norm     1Fam     1Story           6           6      1980
## 926        Norm     1Fam     1Story           5           6      1977
## 927        Norm     1Fam     2Story           8           5      2003
## 928        Norm     1Fam     2Story           7           5      1968
## 929        Norm     1Fam     1Story           8           5      2001
## 930        Norm     1Fam     2Story           7           5      1997
## 931        Norm     1Fam     1Story           8           5      2007
## 932        Norm     1Fam     1Story           5           6      1965
## 933        Norm     1Fam     1Story           9           5      2006
## 934        Norm     1Fam     1Story           7           5      2004
## 935        Norm     1Fam     1Story           7           7      1960
## 936        Norm     1Fam     1Story           4           5      1926
## 937        Norm     1Fam     1Story           7           5      2003
## 938        Norm     1Fam     2Story           7           5      2005
## 939        Norm     1Fam     2Story           7           5      2006
## 940        Norm     1Fam     2Story           7           7      1940
## 941        Norm   Duplex     1Story           6           5      1976
## 942        Norm     1Fam     2Story           7           5      1999
## 943        Norm   Duplex     1Story           4           3      1977
## 944        Norm   Duplex     1Story           5           4      1967
## 945        Norm     1Fam       SLvl           6           6      1958
## 946        Norm     1Fam     1.5Fin           5           6      1890
## 947        Norm     1Fam       SLvl           5           6      1959
## 948        Norm     1Fam     1Story           8           5      2002
## 949        Norm     1Fam     2Story           7           5      2002
## 950        Norm     1Fam     1Story           6           7      1972
## 951        Norm     1Fam     1Story           5           8      1950
## 952        Norm     1Fam     1Story           5           5      1965
## 953        Norm     1Fam     SFoyer           5           8      1972
## 954        Norm     1Fam     2Story           5           4      1969
## 955        Norm   Duplex     SFoyer           6           5      1975
## 956        Norm   Duplex     2Story           6           6      1946
## 957        Norm   TwnhsE     2Story           6           6      1980
## 958        Norm     1Fam     1Story           5           5      1962
## 959        Norm     1Fam     1Story           7           5      2003
## 960        Norm    Twnhs     2Story           7           5      1999
## 961        Norm     1Fam     1Story           5           7      1958
## 962        Norm     1Fam     2Story           6           7      1977
## 963        Norm   TwnhsE     2Story           6           6      1976
## 964        Norm     1Fam     1Story           9           5      2007
## 965        Norm     1Fam     2Story           7           5      2002
## 966        Norm     1Fam     2Story           6           5      2005
## 967        Norm     1Fam     1.5Fin           5           7      1940
## 968        Norm     1Fam     1Story           5           7      1955
## 969        Norm     1Fam     1.5Fin           3           6      1910
## 970        Norm   2fmCon       SLvl           6           5      1958
## 971        Norm     1Fam     1.5Fin           4           4      1949
## 972        Norm    Twnhs     2Story           7           5      2003
## 973        Norm   TwnhsE     1Story           6           5      1979
## 974        Norm     1Fam     1Story           7           5      2007
## 975       Feedr     1Fam     2Story           7           8      1910
## 976        Norm    Twnhs     2Story           7           5      2000
## 977        Norm     1Fam     1Story           4           7      1923
## 978        Norm   TwnhsE     1Story           7           5      2006
## 979        Norm     1Fam     1Story           4           5      1954
## 980        Norm     1Fam     1Story           5           6      1963
## 981        Norm     1Fam     SFoyer           7           9      1961
## 982        Norm     1Fam     2Story           8           5      1998
## 983        Norm     1Fam     1Story           7           5      2007
## 984        Norm     1Fam     2Story           8           5      2002
## 985        Norm   Duplex     1.5Fin           5           5      1977
## 986        Norm   2fmCon     1Story           5           5      1950
## 987        Norm     1Fam     1.5Fin           6           8      1910
## 988        Norm     1Fam     1Story           9           5      2009
## 989        Norm     1Fam     2Story           6           6      1976
## 990        Norm     1Fam     2Story           7           5      2006
## 991        Norm     1Fam     2Story           8           5      1997
## 992        Norm     1Fam     2Story           8           9      1882
## 993        Norm     1Fam     2Story           6           8      1964
## 994        Norm     1Fam     2Story           6           5      2005
## 995        Norm     1Fam     1Story          10           5      2006
## 996        Norm     1Fam     1.5Fin           4           7      1946
## 997        Norm     1Fam     1Story           5           6      1961
## 998        Norm     1Fam     1Story           6           6      1970
## 999        Norm     1Fam     1Story           3           4      1922
## 1000       Norm     1Fam     1Story           7           5      2006
## 1001       Norm     1Fam     1Story           3           3      1952
## 1002       Norm     1Fam     1Story           5           6      1920
## 1003       Norm     1Fam     1Story           8           5      2006
## 1004       RRAn   Duplex     1Story           5           6      1976
## 1005       Norm   TwnhsE     1Story           7           5      2005
## 1006       Norm     1Fam       SLvl           5           8      1977
## 1007       Norm     1Fam     1Story           6           3      1970
## 1008       Norm   TwnhsE     2Story           4           4      1970
## 1009       Norm     1Fam     1Story           7           5      2004
## 1010       Norm     1Fam     1.5Fin           5           5      1926
## 1011       Norm     1Fam     1.5Fin           5           5      1948
## 1012       Norm   Duplex     1Story           5           5      1965
## 1013       Norm     1Fam     2Story           6           7      1923
## 1014       Norm     1Fam     1Story           5           4      1910
## 1015       Norm     1Fam     1Story           6           5      1948
## 1016       Norm     1Fam     2Story           8           6      2001
## 1017       Norm     1Fam     1Story           7           5      1996
## 1018       Norm   TwnhsE     1Story           8           5      1984
## 1019       Norm     1Fam       SLvl           7           5      1991
## 1020       Norm   TwnhsE     1Story           7           5      2005
## 1021       Norm     1Fam     1Story           4           5      2005
## 1022       Norm     1Fam     1Story           7           5      2006
## 1023       Norm     1Fam     1.5Fin           5           5      1930
## 1024       Norm   TwnhsE     1Story           7           5      2005
## 1025       Norm     1Fam     1Story           8           6      1976
## 1026       Norm     1Fam     1Story           5           5      1972
## 1027       Norm     1Fam     1Story           5           5      1960
## 1028       Norm     1Fam     1Story           8           5      2007
## 1029       Norm     1Fam     1.5Fin           5           5      1941
## 1030       Norm    Twnhs     2Story           6           7      1972
## 1031       Norm   2fmCon     2Story           5           8      1916
## 1032       Norm     1Fam     2.5Fin           7           3      1920
## 1033       Norm     1Fam     2Story           8           7      1993
## 1034       Norm     1Fam     1Story           7           5      2002
## 1035       Norm     1Fam     1Story           5           7      1938
## 1036       Norm     1Fam     1Story           4           3      1957
## 1037       Norm     1Fam     1Story           9           5      2007
## 1038       Norm     1Fam     2Story           8           5      2001
## 1039       Norm    Twnhs     2Story           4           6      1970
## 1040       Norm   TwnhsE     SFoyer           4           4      1970
## 1041       Norm     1Fam     1Story           5           4      1957
## 1042       Norm     1Fam     2Story           6           8      1966
## 1043       Norm    Twnhs     1Story           6           5      2005
## 1044       Norm     1Fam     2Story           7           5      1990
## 1045       Norm     1Fam     1Story           8           5      1981
## 1046       Norm     1Fam     1Story           3           5      1955
## 1047       Norm     1Fam     2Story           9           5      2005
## 1048       Norm     1Fam     1Story           5           5      1994
## 1049       Norm     1Fam     1Story           5           4      1960
## 1050       Norm     1Fam     1Story           4           7      1946
## 1051       Norm     1Fam     1Story           7           5      2007
## 1052       Norm     1Fam     1Story           7           5      2007
## 1053       Norm     1Fam     2Story           6           6      1964
## 1054       Norm     1Fam     1Story           5           6      1957
## 1055       Norm     1Fam     2Story           8           5      2002
## 1056       Norm     1Fam     1Story           6           5      1976
## 1057       Norm   TwnhsE     1Story           7           5      2005
## 1058       Norm     1Fam     2Story           7           6      1994
## 1059       Norm     1Fam     2Story           9           5      2008
## 1060       Norm     1Fam     1.5Fin           6           7      1932
## 1061       Norm   TwnhsE     1Story           8           5      2001
## 1062       Norm     1Fam     1Story           3           4      1935
## 1063       Norm   2fmCon     2Story           5           5      1900
## 1064       Norm     1Fam     1Story           6           6      1925
## 1065       Norm     1Fam     1Story           5           6      1966
## 1066       Norm     1Fam     2Story           7           5      1996
## 1067       Norm     1Fam     2Story           6           7      1993
## 1068       Norm     1Fam     2Story           6           6      1964
## 1069       Norm   TwnhsE     2Story           6           4      1973
## 1070       Norm     1Fam     1.5Unf           5           7      1949
## 1071       Norm     1Fam     1Story           5           5      1956
## 1072       Norm     1Fam     2Story           6           6      1968
## 1073       Norm     1Fam     1.5Fin           5           3      1948
## 1074       Norm     1Fam     2Story           6           6      1977
## 1075       Norm     1Fam     1Story           7           5      2006
## 1076       Norm     1Fam     2Story           7           6      1940
## 1077       Norm     1Fam     1.5Fin           5           8      1936
## 1078       Norm     1Fam     1Story           5           5      1969
## 1079       Norm   TwnhsE     1Story           6           5      2004
## 1080       Norm     1Fam     1Story           5           5      1994
## 1081       Norm     1Fam     1Story           6           7      1971
## 1082       Norm     1Fam     1Story           5           5      1963
## 1083       Norm     1Fam     1Story           7           5      2002
## 1084       Norm     1Fam     1Story           6           6      1964
## 1085       Norm     1Fam     2Story           6           5      1995
## 1086       Norm     1Fam     SFoyer           6           6      1992
## 1087       Norm   TwnhsE     2Story           4           5      1973
## 1088       Norm     1Fam     2Story           8           5      2005
## 1089       Norm    Twnhs     2Story           7           5      2004
## 1090       Norm   TwnhsE     1Story           8           5      2005
## 1091       Norm   Duplex     1Story           3           4      1950
## 1092       Norm    Twnhs     2Story           7           5      1999
## 1093       Norm     1Fam     1.5Fin           6           5      1925
## 1094       Norm     1Fam     1Story           5           8      1965
## 1095       Norm     1Fam     1Story           5           7      1956
## 1096       Norm     1Fam     1Story           6           5      2006
## 1097       Norm     1Fam     2Story           6           7      1914
## 1098       Norm   TwnhsE     1Story           8           5      1986
## 1099       Norm     1Fam     1.5Fin           4           6      1936
## 1100       Norm     1Fam     1Story           7           5      1978
## 1101       Norm     1Fam     1Story           2           5      1920
## 1102       Norm     1Fam     1Story           5           5      1971
## 1103       Norm     1Fam     1Story           5           7      1960
## 1104       Norm     1Fam     1Story           6           6      1959
## 1105       Norm   TwnhsE     2Story           5           5      1970
## 1106       Norm     1Fam     2Story           8           5      1994
## 1107       Norm     1Fam     1Story           7           5      1990
## 1108       Norm     1Fam     2Story           7           5      2006
## 1109       Norm     1Fam     2Story           6           5      2000
## 1110       Norm     1Fam     1Story           8           5      2004
## 1111       Norm     1Fam     2Story           6           5      1995
## 1112       Norm     1Fam     2Story           7           6      1976
## 1113       Norm     1Fam     1Story           5           7      1957
## 1114       Norm     1Fam     1Story           5           7      1953
## 1115       Norm     1Fam     1Story           5           7      1954
## 1116       Norm     1Fam     1Story           8           5      2007
## 1117       Norm     1Fam       SLvl           8           5      2002
## 1118       Norm     1Fam     1Story           5           7      1967
## 1119       Norm     1Fam       SLvl           5           6      1958
## 1120       Norm     1Fam     1Story           5           5      1959
## 1121       Norm     1Fam     1Story           6           5      1920
## 1122       Norm     1Fam     1Story           7           5      2005
## 1123       Norm     1Fam     1Story           4           3      1956
## 1124       Norm     1Fam     1Story           5           9      1947
## 1125       Norm     1Fam       SLvl           7           5      1992
## 1126       Norm     1Fam     1Story           4           5      1955
## 1127       Norm   TwnhsE     1Story           7           5      2007
## 1128       Norm     1Fam     1Story           7           5      2004
## 1129       Norm     1Fam     2Story           7           5      2004
## 1130       Norm   Duplex     SFoyer           5           5      1980
## 1131       Norm     1Fam     1.5Fin           4           3      1928
## 1132       Norm     1Fam     1Story           5           5      1991
## 1133       Norm     1Fam     2Story           6           4      1880
## 1134       Norm     1Fam     2Story           8           5      1995
## 1135       Norm     1Fam     2Story           6           5      1997
## 1136       Norm     1Fam     1Story           6           5      1926
## 1137       Norm     1Fam     1.5Fin           6           5      1950
## 1138       Norm     1Fam     1.5Fin           5           8      1875
## 1139       Norm     1Fam     1Story           6           5      1977
## 1140       Norm     1Fam     1Story           5           5      1920
## 1141       Norm     1Fam     1Story           5           7      1951
## 1142       Norm     1Fam     2Story           5           7      1976
## 1143       Norm     1Fam     2Story           8           5      2006
## 1144       Norm     1Fam     1Story           5           3      1959
## 1145       Norm   2fmCon     1.5Fin           4           4      1941
## 1146       Norm     1Fam     1.5Fin           5           6      1928
## 1147       Norm     1Fam     1Story           6           5      1985
## 1148       Norm     1Fam     2Story           7           7      1941
## 1149       Norm     1Fam     1.5Fin           7           7      1926
## 1150       Norm     1Fam     2Story           7           9      1920
## 1151       Norm     1Fam     1Story           6           5      1950
## 1152       Norm     1Fam     1Story           5           4      1959
## 1153       Norm     1Fam     1Story           6           7      1956
## 1154       Norm     1Fam     1Story           6           8      1930
## 1155       Norm     1Fam     2Story           7           6      1965
## 1156       Norm     1Fam     1Story           5           8      1976
## 1157       Norm     1Fam       SLvl           5           8      1965
## 1158       Norm    Twnhs     1Story           7           5      2007
## 1159       Norm     1Fam     1Story           8           5      2007
## 1160       Norm     1Fam     2Story           6           6      1974
## 1161       Norm    Twnhs     2Story           6           5      1978
## 1162       Norm     1Fam     1Story           6           7      1954
## 1163       Norm     1Fam     1Story           5           5      1968
## 1164       Norm   Duplex     SFoyer           4           4      1969
## 1165       Norm     1Fam       SLvl           5           7      1978
## 1166       Norm     1Fam     1Story           7           5      2009
## 1167       Norm     1Fam     1Story           8           5      2008
## 1168       Norm     1Fam     2Story           6           5      2000
## 1169       Norm     1Fam     2Story           6           7      1935
## 1170       Norm     1Fam     2Story          10           5      1995
## 1171       Norm     1Fam       SLvl           6           6      1977
## 1172       Norm     1Fam     1Story           6           6      1958
## 1173       Norm   TwnhsE     2Story           7           5      2006
## 1174       Norm     1Fam     1.5Fin           5           6      1946
## 1175       Norm     1Fam     2Story           6           8      1932
## 1176       Norm     1Fam     1.5Fin           8           5      1992
## 1177       Norm     1Fam     1Story           5           5      1984
## 1178       Norm     1Fam     1.5Fin           6           8      1926
## 1179       Norm     1Fam     1.5Fin           5           6      1921
## 1180       Norm     1Fam     1Story           5           5      1954
## 1181       Norm     1Fam     2Story           7           5      1990
## 1182       Norm   TwnhsE     1Story           8           5      2008
## 1183       Norm     1Fam     2Story          10           5      1996
## 1184       Norm     1Fam     1Story           5           6      1920
## 1185       Norm     1Fam     1Story           5           4      1963
## 1186       Norm     1Fam     1.5Fin           5           7      1924
## 1187     Artery   2fmCon     2Story           3           5      1900
## 1188       Norm     1Fam     1Story           8           5      1994
## 1189       Norm     1Fam     2Story           7           5      2002
## 1190       Norm     1Fam     2Story           7           5      1999
## 1191       Norm   2fmCon     1Story           4           4      1961
## 1192       Norm    Twnhs     2Story           8           5      1999
## 1193       Norm     1Fam     1.5Fin           5           8      1925
## 1194       Norm   TwnhsE     1Story           6           5      1999
## 1195       Norm     1Fam     2Story           6           7      1969
## 1196       Norm     1Fam     2Story           6           5      2005
## 1197       Norm     1Fam     2Story           7           5      2006
## 1198       Norm     1Fam     2.5Unf           7           6      1916
## 1199       Norm     1Fam     1Story           7           5      2001
## 1200       Norm     1Fam     1Story           4           5      1963
## 1201       Norm     1Fam     1Story           4           5      1970
## 1202       Norm     1Fam     2Story           7           5      1998
## 1203       Norm     1Fam     1.5Fin           5           8      1925
## 1204       Norm     1Fam     1Story           7           5      2000
## 1205       Norm     1Fam     1Story           5           6      1975
## 1206       Norm     1Fam     1Story           7           7      1990
## 1207       Norm     1Fam     1Story           4           4      1966
## 1208       Norm     1Fam     1Story           6           5      2003
## 1209       Norm     1Fam     1Story           5           7      1962
## 1210       Norm     1Fam     1Story           8           5      2006
## 1211       Norm     1Fam     2Story           6           5      1992
## 1212       Norm     1Fam     1.5Fin           8           7      1988
## 1213       Norm     1Fam     1Story           4           6      1941
## 1214       Norm     1Fam       SLvl           4           9      1965
## 1215       Norm     1Fam     SFoyer           5           5      1962
## 1216       Norm     1Fam     1Story           5           5      1966
## 1217       Norm   Duplex     1.5Fin           6           5      1978
## 1218       Norm     1Fam     1Story           8           5      2009
## 1219       Norm     1Fam     1.5Fin           4           5      1947
##      YearRemodAdd RoofStyle RoofMatl Exterior1st Exterior2nd MasVnrType
## 1            2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 2            1976     Gable  CompShg     MetalSd     MetalSd       None
## 3            2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 4            1970     Gable  CompShg     Wd Sdng     Wd Shng       None
## 5            2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 6            1995     Gable  CompShg     VinylSd     VinylSd       None
## 7            2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 8            1973     Gable  CompShg     HdBoard     HdBoard      Stone
## 9            1950     Gable  CompShg     BrkFace     Wd Shng       None
## 10           1950     Gable  CompShg     MetalSd     MetalSd       None
## 11           1965       Hip  CompShg     HdBoard     HdBoard       None
## 12           2006       Hip  CompShg     WdShing     Wd Shng      Stone
## 13           1962       Hip  CompShg     HdBoard     Plywood       None
## 14           2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 15           1960       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 16           2001     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 17           1970     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 18           1967     Gable  CompShg     MetalSd     MetalSd       None
## 19           2004     Gable  CompShg     VinylSd     VinylSd       None
## 20           1965       Hip  CompShg     BrkFace     Plywood       None
## 21           2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 22           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 23           2002       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 24           1976     Gable  CompShg     CemntBd     CmentBd       None
## 25           2001     Gable  CompShg     Plywood     Plywood       None
## 26           2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 27           2000     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 28           2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 29           1997     Gable  CompShg     MetalSd     MetalSd       None
## 30           1950     Gable  CompShg     MetalSd     MetalSd       None
## 31           1950   Gambrel  CompShg     BrkFace     BrkFace       None
## 32           2006     Gable  CompShg     HdBoard     HdBoard       None
## 33           2007     Gable  CompShg     VinylSd     VinylSd       None
## 34           1959       Hip  CompShg     BrkFace     BrkFace       None
## 35           2005       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 36           2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 37           1995     Gable  CompShg     VinylSd     VinylSd       None
## 38           1990       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 39           2007     Gable  CompShg     VinylSd     VinylSd       None
## 40           1955     Gable  CompShg     AsbShng     Plywood       None
## 41           1965     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 42           1959     Gable  CompShg     VinylSd     VinylSd       None
## 43           1983     Gable  CompShg     HdBoard     HdBoard       None
## 44           1980       Hip  CompShg     VinylSd     VinylSd       None
## 45           1959     Gable  CompShg     BrkFace     Wd Sdng       None
## 46           2005       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 47           2003     Gable  CompShg     VinylSd     VinylSd       None
## 48           2006     Gable  CompShg     VinylSd     VinylSd       None
## 49           2008     Gable  CompShg     MetalSd     MetalSd       None
## 50           1966     Gable  CompShg     HdBoard     HdBoard       None
## 51           1997     Gable  CompShg     VinylSd     VinylSd       None
## 52           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 53           1963     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 54           1987     Gable  WdShngl     WdShing     Wd Shng       None
## 55           1955     Gable  CompShg     MetalSd     MetalSd       None
## 56           1964     Gable  CompShg     HdBoard     Plywood    BrkFace
## 57           2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 58           2004     Gable  CompShg     VinylSd     VinylSd       None
## 59           2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 60           1972     Gable  CompShg     HdBoard     HdBoard       None
## 61           2004     Gable  CompShg     VinylSd     VinylSd       None
## 62           1996     Gable  CompShg     MetalSd     MetalSd       None
## 63           2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 64           1950     Gable  CompShg      Stucco      Stucco       None
## 65           1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 66           2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 67           1989     Gable  CompShg     Plywood     Plywood    BrkFace
## 68           2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 69           1950     Gable  CompShg     MetalSd     MetalSd       None
## 70           1953     Gable  CompShg     BrkFace     AsbShng       None
## 71           1973     Gable  CompShg     Plywood     Plywood    BrkFace
## 72           2006     Gable  CompShg     HdBoard     Plywood       None
## 73           1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 74           2003     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 75           1950   Gambrel  CompShg     VinylSd     VinylSd       None
## 76           1973     Gable  CompShg     CemntBd     CmentBd       None
## 77           1956     Gable  CompShg     VinylSd     VinylSd       None
## 78           2001     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 79           1968       Hip  CompShg     HdBoard     HdBoard       None
## 80           1981     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 81           1968     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 82           1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 83           2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 84           1960     Gable  CompShg     MetalSd     MetalSd     BrkCmn
## 85           1996     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 86           1992       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 87           2005     Gable  CompShg     VinylSd     VinylSd       None
## 88           2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 89           1982       Hip  CompShg     Plywood     Plywood       None
## 90           1995     Gable  CompShg     VinylSd     VinylSd       None
## 91           1950     Gable  CompShg     BrkFace     Wd Sdng       None
## 92           1961       Hip  CompShg     HdBoard     HdBoard     BrkCmn
## 93           2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 94           1998       Hip  CompShg     MetalSd     MetalSd       None
## 95           1997     Gable  CompShg     VinylSd     VinylSd       None
## 96           1993     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 97           1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 98           1965       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 99           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 100          1959     Gable  CompShg     Plywood     Plywood       None
## 101          2001     Gable  CompShg     Plywood     Plywood    BrkFace
## 102          1985     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 103          1979     Gable  CompShg     HdBoard     HdBoard       None
## 104          2009     Gable  CompShg     VinylSd     VinylSd       None
## 105          1950     Gable  CompShg      Stucco      Stucco    BrkFace
## 106          2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 107          1995   Mansard  CompShg     VinylSd     VinylSd       None
## 108          1950     Gable  CompShg     VinylSd     VinylSd       None
## 109          2005     Gable  CompShg     CemntBd     CmentBd       None
## 110          1977       Hip  CompShg     Plywood     Plywood    BrkFace
## 111          1972     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 112          2000     Gable  CompShg     VinylSd     VinylSd       None
## 113          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 114          1953       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 115          2002   Gambrel  CompShg     Wd Sdng     Wd Sdng       None
## 116          1999     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 117          1962     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 118          2007     Gable  CompShg     VinylSd     VinylSd       None
## 119          1990       Hip  CompShg     Plywood     Plywood       None
## 120          2006     Gable  CompShg     VinylSd     VinylSd       None
## 121          1969      Flat    Metal     Plywood     Plywood       None
## 122          1950     Gable  CompShg     AsbShng     AsbShng       None
## 123          1958       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 124          1993     Gable  CompShg     Plywood     Plywood       None
## 125          1998     Gable  CompShg     HdBoard     HdBoard       None
## 126          1982     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 127          1976     Gable  CompShg     Plywood     Plywood       None
## 128          1950     Gable  CompShg     WdShing     Wd Sdng       None
## 129          1966     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 130          1991     Gable  CompShg     Plywood     Plywood    BrkFace
## 131          1966     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 132          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 133          2002     Gable  CompShg     MetalSd     MetalSd       None
## 134          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 135          1993     Gable  CompShg     Plywood     Plywood       None
## 136          1970       Hip  CompShg     Plywood     Plywood    BrkFace
## 137          1967     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 138          1989     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 139          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 140          1997     Gable  CompShg     VinylSd     VinylSd       None
## 141          1971     Gable  CompShg     HdBoard     HdBoard       None
## 142          2005     Gable  CompShg     VinylSd     VinylSd       None
## 143          1952     Gable  CompShg     BrkFace     Wd Sdng       None
## 144          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 145          1963     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 146          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 147          1993     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 148          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 149          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 150          1950     Gable  CompShg     MetalSd     MetalSd       None
## 151          1975     Gable  CompShg     HdBoard     HdBoard       None
## 152          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 153          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 154          1975      Flat  CompShg     BrkFace     Plywood       None
## 155          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 156          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 157          1950       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 158          2010     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 159          2005     Gable  CompShg     VinylSd     VinylSd       None
## 160          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 161          1984     Gable  CompShg     Plywood     Plywood       None
## 162          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 163          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 164          1956     Gable  CompShg     MetalSd     MetalSd       None
## 165          2004     Gable  CompShg     MetalSd     MetalSd       None
## 166          1999     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 167          1993       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 168          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 169          2004     Gable  CompShg     VinylSd     VinylSd       None
## 170          1981       Hip  WdShake     Plywood     Plywood    BrkFace
## 171          1950     Gable  CompShg     MetalSd     MetalSd       None
## 172          1960       Hip  CompShg     BrkFace     Plywood      Stone
## 173          1987     Gable  CompShg     HdBoard     HdBoard       None
## 174          1961     Gable  CompShg     WdShing     Wd Shng     BrkCmn
## 175          1986     Gable  CompShg     VinylSd     Plywood      Stone
## 176          2001     Gable  CompShg     WdShing     Wd Shng       None
## 177          1989     Gable  CompShg     Plywood     Plywood    BrkFace
## 178          1958     Gable  CompShg     MetalSd     MetalSd       None
## 179          2009       Hip  CompShg     VinylSd     VinylSd      Stone
## 180          2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 181          2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 182          1950     Gable  CompShg      Stucco      Stucco       None
## 183          2006       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 184          2003     Gable  CompShg     VinylSd     VinylSd       None
## 185          1991     Gable  CompShg     AsbShng     Plywood       None
## 186          1993     Gable  WdShngl     Wd Sdng     Wd Sdng       None
## 187          1991     Gable  CompShg     HdBoard     HdBoard       None
## 188          1987     Gable  CompShg     HdBoard     HdBoard       None
## 189          1979     Gable  CompShg     Plywood     Plywood      Stone
## 190          2002     Gable  CompShg     CemntBd     CmentBd       None
## 191          1994       Hip  CompShg     BrkFace     BrkFace       None
## 192          2004     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 193          1999     Gable  CompShg     VinylSd     VinylSd       None
## 194          2004     Gable  CompShg     VinylSd     VinylSd      Stone
## 195          1972       Hip  CompShg     HdBoard     HdBoard       None
## 196          1976     Gable  CompShg     Plywood     Brk Cmn       None
## 197          2007       Hip  CompShg     CemntBd     CmentBd      Stone
## 198          1990     Gable  CompShg      Stucco      Stucco       None
## 199          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 200          2005       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 201          2004     Gable  CompShg     VinylSd     VinylSd       None
## 202          1977     Gable  CompShg     Plywood     Plywood       None
## 203          1950     Gable  CompShg     MetalSd     MetalSd       None
## 204          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 205          1950     Gable  CompShg     AsbShng     AsbShng       None
## 206          1990     Gable  CompShg     HdBoard     HdBoard       None
## 207          1962     Gable  CompShg     HdBoard     HdBoard       None
## 208          1960     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 209          1989     Gable  CompShg     Plywood     Plywood    BrkFace
## 210          1964       Hip  CompShg     HdBoard     HdBoard      Stone
## 211          1950     Gable  CompShg      Stucco      Stucco       None
## 212          2009     Gable  CompShg     VinylSd     VinylSd       None
## 213          2009     Gable  CompShg     VinylSd     VinylSd       None
## 214          1995     Gable  CompShg     VinylSd     VinylSd       None
## 215          1977     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 216          1996     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 217          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 218          1950     Gable  CompShg     MetalSd     MetalSd       None
## 219          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 220          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 221          2006     Gable  CompShg     VinylSd     VinylSd       None
## 222          2002     Gable  CompShg     VinylSd     VinylSd       None
## 223          1975     Gable  CompShg     VinylSd     VinylSd       None
## 224          1971     Gable  CompShg     HdBoard     HdBoard       None
## 225          2003       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 226          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 227          1995     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 228          1970     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 229          1967     Gable  CompShg     HdBoard     HdBoard       None
## 230          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 231          1959       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 232          1996     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 233          1972     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 234          1976     Gable  CompShg     HdBoard     HdBoard       None
## 235          2002     Gable  CompShg     VinylSd     VinylSd       <NA>
## 236          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 237          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 238          2003     Gable  CompShg     HdBoard     HdBoard       None
## 239          2007       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 240          1950     Gable  CompShg     VinylSd     VinylSd       None
## 241          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 242          1997     Gable  CompShg     VinylSd     VinylSd       None
## 243          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 244          1980     Gable  CompShg     Plywood     Plywood       None
## 245          2002     Gable  CompShg     VinylSd     VinylSd       None
## 246          1988     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 247          1950     Gable  CompShg     AsbShng     AsbShng       None
## 248          1954       Hip  CompShg     Wd Sdng     BrkFace       None
## 249          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 250          2006     Gable  CompShg     Wd Sdng     HdBoard     BrkCmn
## 251          1966     Gable  CompShg     Wd Sdng     Plywood       None
## 252          2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 253          2004     Gable  CompShg     VinylSd     VinylSd       None
## 254          1991       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 255          1957     Gable  CompShg     MetalSd     MetalSd       None
## 256          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 257          2003     Gable  CompShg     VinylSd     VinylSd       None
## 258          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 259          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 260          1956     Gable  CompShg     BrkFace     BrkFace       None
## 261          1962     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 262          2007     Gable  CompShg     CemntBd     CmentBd      Stone
## 263          1995     Gable  CompShg     HdBoard     Plywood    BrkFace
## 264          2001     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 265          2004     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 266          1981     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 267          1997     Gable  CompShg     VinylSd     VinylSd       None
## 268          1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 269          1955     Gable  CompShg     VinylSd     VinylSd       None
## 270          1976       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 271          2006     Gable  CompShg     VinylSd     VinylSd       None
## 272          2005      Flat  Membran     Plywood     Plywood       None
## 273          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 274          1988       Hip  CompShg     Wd Sdng     Wd Sdng     BrkCmn
## 275          1982     Gable  CompShg     HdBoard     ImStucc       None
## 276          2007     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 277          2003     Gable  CompShg     VinylSd     VinylSd       None
## 278          1951     Gable  CompShg     VinylSd     VinylSd       None
## 279          2007     Gable  CompShg     CemntBd     CmentBd    BrkFace
## 280          1977       Hip  CompShg     Plywood     Plywood    BrkFace
## 281          1989     Gable  CompShg     Plywood     Plywood    BrkFace
## 282          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 283          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 284          2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 285          1992     Gable  CompShg     Plywood     ImStucc       None
## 286          2007     Gable  CompShg     MetalSd     MetalSd       None
## 287          1981     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 288          1971     Gable  CompShg     HdBoard     HdBoard       None
## 289          1967     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 290          2003     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 291          2006     Gable  CompShg     VinylSd     VinylSd       None
## 292          2000     Gable  CompShg     VinylSd     VinylSd       None
## 293          2008     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 294          1994     Gable  CompShg     Plywood     Plywood    BrkFace
## 295          1953       Hip  CompShg     HdBoard     HdBoard      Stone
## 296          1984     Gable  CompShg     HdBoard     HdBoard       None
## 297          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 298          1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 299          1968   Mansard  CompShg     HdBoard     AsphShn    BrkFace
## 300          2004     Gable  CompShg     HdBoard     HdBoard       None
## 301          1953       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 302          1999     Gable  CompShg     VinylSd     VinylSd       None
## 303          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 304          1972     Gable  CompShg     VinylSd     VinylSd       None
## 305          2002     Gable  CompShg     CemntBd     CmentBd       None
## 306          2005     Gable  CompShg     CemntBd     CmentBd      Stone
## 307          1991     Gable  CompShg     HdBoard     Plywood    BrkFace
## 308          1950     Gable  CompShg     MetalSd     MetalSd       None
## 309          1950     Gable  CompShg     VinylSd     VinylSd       None
## 310          2004     Gable  CompShg     VinylSd     VinylSd       None
## 311          1994     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 312          2002     Gable  CompShg     VinylSd     VinylSd       None
## 313          1950     Gable  CompShg     MetalSd     MetalSd       None
## 314          1965       Hip  CompShg     BrkFace     BrkFace       None
## 315          1990     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 316          2005     Gable  CompShg     VinylSd     VinylSd       None
## 317          1980     Gable  CompShg     CemntBd     CmentBd    BrkFace
## 318          2006     Gable  CompShg     VinylSd     VinylSd       None
## 319          1993     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 320          1980     Gable  CompShg     Plywood     Plywood    BrkFace
## 321          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 322          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 323          1987     Gable  CompShg     Plywood     Plywood    BrkFace
## 324          2005     Gable  CompShg     VinylSd     VinylSd       None
## 325          2007   Mansard  WdShake     Wd Sdng     Wd Sdng    BrkFace
## 326          1950     Gable  CompShg     MetalSd     MetalSd       None
## 327          1993     Gable  CompShg     BrkFace     BrkFace       None
## 328          1960       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 329          1994     Gable  CompShg     Wd Sdng     Wd Shng       None
## 330          1950     Gable  CompShg     Wd Sdng     Wd Shng       None
## 331          1964     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 332          1992     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 333          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 334          2004     Gable  CompShg     VinylSd     VinylSd      Stone
## 335          1998     Gable  CompShg     VinylSd     VinylSd       None
## 336          1965     Gable  CompShg     Plywood     Plywood       None
## 337          2006       Hip  CompShg     VinylSd     VinylSd      Stone
## 338          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 339          1998     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 340          1998       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 341          2002     Gable  CompShg     VinylSd     VinylSd       None
## 342          1950     Gable  CompShg     Wd Sdng     AsbShng       None
## 343          1950     Gable  CompShg      Stucco      Stucco    BrkFace
## 344          2005       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 345          1976     Gable  CompShg     CemntBd     CmentBd       None
## 346          1950     Gable  CompShg     MetalSd     MetalSd       None
## 347          1998       Hip  CompShg     MetalSd     MetalSd       None
## 348          1960     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 349          2004     Gable  CompShg     VinylSd     Wd Shng      Stone
## 350          2006       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 351          2007       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 352          1986     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 353          1950     Gable  CompShg     VinylSd     VinylSd       None
## 354          2003     Gable  CompShg     VinylSd     VinylSd       None
## 355          2000     Gable  CompShg     Wd Sdng     MetalSd       None
## 356          1995     Gable  CompShg     VinylSd     VinylSd       None
## 357          1992     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 358          1976     Gable  CompShg     CemntBd     CmentBd       None
## 359          1958       Hip  CompShg     Wd Sdng     ImStucc    BrkFace
## 360          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 361          1978     Gable  CompShg     VinylSd     VinylSd       None
## 362          1982     Gable  CompShg     MetalSd     MetalSd       None
## 363          2003     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 364          2007     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 365          1976     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 366          1997       Hip  CompShg     VinylSd     VinylSd       None
## 367          1963     Gable  CompShg     Plywood     Plywood    BrkFace
## 368          1962     Gable  Tar&Grv     Plywood     Plywood    BrkFace
## 369          1954     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 370          2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 371          2000     Gable  CompShg     VinylSd     VinylSd       None
## 372          1959     Gable  CompShg     WdShing     Plywood       None
## 373          1984     Gable  CompShg     Plywood     Plywood       None
## 374          1953     Gable  CompShg     MetalSd     MetalSd       None
## 375          2004     Gable  CompShg     VinylSd     VinylSd       None
## 376          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 377          1996     Gable  CompShg     VinylSd     VinylSd       None
## 378          2005     Gable  CompShg     CemntBd     CmentBd       None
## 379          2010       Hip  CompShg     VinylSd     VinylSd      Stone
## 380          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 381          1950     Gable  CompShg     BrkFace     Wd Sdng       None
## 382          2006     Gable  CompShg     VinylSd     VinylSd       None
## 383          2006     Gable  CompShg     VinylSd     VinylSd       None
## 384          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 385          1992     Gable  CompShg     HdBoard     HdBoard       None
## 386          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 387          1996   Gambrel  CompShg     Wd Sdng     VinylSd       None
## 388          1976       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 389          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 390          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 391          1950     Gable  CompShg     MetalSd     MetalSd       None
## 392          2002     Gable  CompShg     VinylSd     VinylSd       None
## 393          1959     Gable  CompShg     MetalSd     MetalSd       None
## 394          1950     Gable  CompShg     WdShing     Wd Shng       None
## 395          1950     Gable  CompShg     MetalSd     MetalSd       None
## 396          1956     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 397          1972       Hip  CompShg     MetalSd     MetalSd       None
## 398          1962     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 399          1950     Gable  CompShg     MetalSd     MetalSd       None
## 400          2007     Gable  CompShg     CemntBd     CmentBd      Stone
## 401          1996     Gable  CompShg     BrkFace     BrkFace       None
## 402          2005     Gable  CompShg     VinylSd     VinylSd       None
## 403          1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 404          1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 405          1996     Gable  CompShg     MetalSd     MetalSd       None
## 406          1993     Gable  CompShg     Plywood     Plywood       None
## 407          1950     Gable  CompShg     MetalSd     MetalSd       None
## 408          1976     Gable  CompShg     Wd Sdng     Plywood       None
## 409          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 410          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 411          1958     Gable  CompShg     BrkComm     Brk Cmn       None
## 412          1955       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 413          2009     Gable  CompShg     MetalSd     MetalSd      Stone
## 414          1950     Gable  CompShg     WdShing     Wd Shng       None
## 415          1993     Gable  CompShg     VinylSd     VinylSd       None
## 416          2007     Gable  CompShg     VinylSd     VinylSd       None
## 417          1978       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 418          1950       Hip  CompShg     Wd Sdng      Stucco       None
## 419          1950     Gable  CompShg     MetalSd     MetalSd       None
## 420          1968     Gable  CompShg     VinylSd     VinylSd       None
## 421          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 422          2000     Gable  CompShg     CemntBd     CmentBd      Stone
## 423          1954       Hip  CompShg     HdBoard     HdBoard       None
## 424          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 425          1956     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 426          1992     Gable  CompShg     HdBoard     HdBoard       None
## 427          1989     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 428          1957       Hip  CompShg     MetalSd     MetalSd       None
## 429          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 430          1988     Gable  CompShg     HdBoard     HdBoard       None
## 431          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 432          1998     Gable  CompShg     MetalSd     MetalSd       None
## 433          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 434          1998     Gable  CompShg     VinylSd     VinylSd       None
## 435          1972     Gable  CompShg     CemntBd     CmentBd       None
## 436          1996     Gable  CompShg     VinylSd     VinylSd       None
## 437          1950     Gable  CompShg      Stucco      Stucco       None
## 438          2004     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 439          2002     Gable  CompShg     WdShing      Stucco       None
## 440          2000     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 441          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 442          1955     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 443          1992     Gable  CompShg     MetalSd     MetalSd       None
## 444          2007     Gable  CompShg     WdShing     Wd Shng    BrkFace
## 445          1995     Gable  CompShg     VinylSd     VinylSd       None
## 446          1956       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 447          2002     Gable  CompShg     BrkFace     Plywood       None
## 448          1999     Gable  CompShg     VinylSd     VinylSd       None
## 449          1950     Gable  CompShg     MetalSd     MetalSd       None
## 450          2002     Gable  CompShg     MetalSd     MetalSd       None
## 451          2005       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 452          1975     Gable  WdShngl     Plywood     Plywood       None
## 453          1997       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 454          2008     Gable  CompShg     VinylSd     VinylSd       None
## 455          1976     Gable  CompShg     Plywood     Plywood       None
## 456          1973       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 457          1950     Gable  CompShg     AsbShng     AsbShng       None
## 458          1994      Flat  Tar&Grv     Plywood     Plywood       None
## 459          1996       Hip  CompShg      Stucco     Wd Shng       None
## 460          1950     Gable  CompShg     MetalSd     MetalSd     BrkCmn
## 461          2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 462          2007     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 463          1965     Gable  CompShg     MetalSd     MetalSd       None
## 464          1995       Hip  CompShg      Stucco      Stucco       None
## 465          1978     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 466          2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 467          1970      Flat  Tar&Grv     Plywood     Plywood       None
## 468          1995     Gable  CompShg     MetalSd     MetalSd      Stone
## 469          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 470          1993     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 471          1985     Gable  CompShg     HdBoard     HdBoard       None
## 472          1977   Mansard  WdShake     WdShing     Plywood       None
## 473          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 474          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 475          2000     Gable  CompShg     CemntBd     CmentBd       None
## 476          1963       Hip  CompShg     HdBoard     HdBoard       None
## 477          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 478          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 479          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 480          2000       Hip  CompShg      Stucco      Stucco     BrkCmn
## 481          2005       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 482          2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 483          2005     Gable  CompShg      Stucco      Stucco       None
## 484          1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 485          2001     Gable  CompShg     HdBoard     Plywood       None
## 486          2007     Gable  CompShg     MetalSd     MetalSd       None
## 487          1965       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 488          1971     Gable  CompShg     Plywood     Plywood       None
## 489          1970     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 490          2002     Gable  CompShg     CemntBd     CmentBd       None
## 491          1976     Gable  CompShg     CemntBd     CmentBd       None
## 492          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 493          2006     Gable  CompShg     VinylSd     VinylSd       None
## 494          1960     Gable  CompShg     BrkFace     Wd Sdng       None
## 495          1996     Gable  CompShg     MetalSd     MetalSd       None
## 496          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 497          1993       Hip  CompShg     BrkFace     BrkFace       None
## 498          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 499          2004       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 500          1985     Gable  CompShg     MetalSd     MetalSd       None
## 501          1973     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 502          2005     Gable  CompShg     VinylSd     VinylSd       None
## 503          1965       Hip  CompShg     MetalSd     MetalSd       None
## 504          1997     Gable  CompShg     BrkFace     Wd Sdng       None
## 505          1974     Gable  CompShg     Plywood     Brk Cmn       None
## 506          1952       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 507          1994     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 508          2009     Gable  CompShg     VinylSd     VinylSd       None
## 509          2005   Gambrel  CompShg     MetalSd     MetalSd       None
## 510          1959     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 511          2000       Hip  CompShg     Wd Sdng     Wd Sdng     BrkCmn
## 512          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 513          1958     Gable  CompShg     VinylSd     VinylSd       None
## 514          1983     Gable  CompShg     VinylSd     VinylSd       None
## 515          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 516          2009       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 517          1972     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 518          1997     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 519          1998     Gable  CompShg     VinylSd     VinylSd       None
## 520          2004   Gambrel  CompShg     MetalSd     MetalSd       None
## 521          2000     Gable  CompShg     MetalSd     MetalSd       None
## 522          1957     Gable  CompShg     VinylSd     VinylSd       None
## 523          1950     Gable  CompShg     CemntBd     CmentBd       None
## 524          2008       Hip  CompShg     CemntBd     CmentBd      Stone
## 525          1997     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 526          2005     Gable  CompShg     VinylSd     VinylSd       None
## 527          2000       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 528          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 529          2002     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 530          1975       Hip  CompShg     Wd Sdng       Stone       <NA>
## 531          1989     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 532          1999     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 533          2007     Gable  CompShg     VinylSd     VinylSd       None
## 534          1950     Gable  CompShg     VinylSd     VinylSd       None
## 535          2004     Gable  CompShg     VinylSd     VinylSd       None
## 536          1991     Gable  CompShg     MetalSd     MetalSd       None
## 537          1999     Gable  CompShg     VinylSd     VinylSd       None
## 538          1972       Hip  CompShg     MetalSd     MetalSd       None
## 539          1968       Hip  CompShg     Plywood     Plywood    BrkFace
## 540          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 541          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 542          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 543          1999       Hip  CompShg     VinylSd     VinylSd       None
## 544          1998     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 545          2006     Gable  CompShg     VinylSd     VinylSd       None
## 546          1988     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 547          1950     Gable  CompShg     BrkFace     Wd Sdng       None
## 548          1970     Gable  CompShg     VinylSd     VinylSd       None
## 549          1995     Gable  CompShg     MetalSd     MetalSd       None
## 550          2004     Gable  CompShg     VinylSd     VinylSd       None
## 551          1977     Gable  CompShg     Plywood     Plywood       None
## 552          1957       Hip  CompShg     BrkFace     BrkFace       None
## 553          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 554          2003     Gable  CompShg     VinylSd     VinylSd       None
## 555          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 556          1950     Gable  CompShg     MetalSd     MetalSd       None
## 557          1957     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 558          1950     Gable  CompShg     MetalSd     MetalSd       None
## 559          1997     Gable  CompShg     HdBoard     HdBoard       None
## 560          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 561          1996       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 562          1975     Gable  CompShg     HdBoard     HdBoard       None
## 563          1969     Gable  CompShg     WdShing     Wd Shng       None
## 564          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 565          2000     Gable  CompShg     HdBoard     HdBoard       None
## 566          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 567          2007       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 568          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 569          2009     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 570          1979     Gable  CompShg     MetalSd     MetalSd       None
## 571          1965     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 572          1959     Gable  CompShg     WdShing     Wd Shng    BrkFace
## 573          2009     Gable  CompShg     VinylSd     VinylSd       None
## 574          2000     Gable  CompShg     VinylSd     VinylSd       None
## 575          2005   Gambrel  CompShg     MetalSd     AsphShn    BrkFace
## 576          1950     Gable  CompShg     MetalSd     MetalSd       None
## 577          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 578          1966     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 579          2007     Gable  CompShg     VinylSd     VinylSd       None
## 580          1954     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 581          1987     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 582          2009       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 583          1990     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 584          2000     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 585          1995     Gable  CompShg     AsbShng     AsbShng       None
## 586          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 587          2000     Gable  CompShg      Stucco     Wd Shng       None
## 588          1982       Hip  CompShg     HdBoard     HdBoard       None
## 589          2003      Flat  Tar&Grv     Wd Sdng     Wd Sdng       None
## 590          1960     Gable  CompShg     VinylSd     VinylSd       None
## 591          2004     Gable  CompShg     VinylSd     VinylSd       None
## 592          2008     Gable  CompShg     CemntBd     CmentBd      Stone
## 593          2003     Gable  CompShg     HdBoard     HdBoard       None
## 594          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 595          1975       Hip  CompShg     HdBoard     HdBoard       None
## 596          2006     Gable  CompShg     VinylSd       Other    BrkFace
## 597          1993     Gable  CompShg     VinylSd     VinylSd       None
## 598          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 599          1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 600          1980     Gable  CompShg     MetalSd     MetalSd       None
## 601          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 602          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 603          1992     Gable  CompShg     HdBoard     HdBoard       None
## 604          2005     Gable  CompShg     MetalSd     MetalSd       None
## 605          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 606          1990     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 607          1996     Gable  CompShg     VinylSd     VinylSd       None
## 608          2002     Gable  CompShg     MetalSd     MetalSd       None
## 609          1998     Gable  CompShg     BrkFace     Wd Sdng       None
## 610          1961     Gable  CompShg     VinylSd     VinylSd     BrkCmn
## 611          2000       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 612          1978     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 613          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 614          2007     Gable  CompShg     VinylSd     VinylSd       None
## 615          1972     Gable  CompShg     CemntBd     CmentBd       None
## 616          1963     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 617          2003     Gable  CompShg     VinylSd     VinylSd       None
## 618          1954     Gable  CompShg     MetalSd     MetalSd       None
## 619          2007       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 620          2003       Hip  CompShg     VinylSd     VinylSd      Stone
## 621          1950     Gable  CompShg      Stucco      Stucco       None
## 622          1997     Gable  CompShg     HdBoard     HdBoard       None
## 623          1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 624          2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 625          1972     Gable  CompShg     VinylSd     VinylSd       None
## 626          1962       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 627          1978       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 628          1972     Gable  CompShg     AsbShng     AsbShng    BrkFace
## 629          1969     Gable  CompShg     Plywood     Plywood    BrkFace
## 630          1964     Gable  WdShngl     Plywood     Wd Sdng    BrkFace
## 631          1991     Gable  CompShg     VinylSd     VinylSd       None
## 632          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 633          1977       Hip  CompShg     Plywood     Plywood    BrkFace
## 634          2005     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 635          1980     Gable  CompShg     Plywood     Plywood       None
## 636          1995       Hip  CompShg     VinylSd     VinylSd       None
## 637          1950     Gable  CompShg     AsbShng     AsbShng       None
## 638          1954     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 639          1950     Gable  CompShg     MetalSd     Wd Sdng       None
## 640          2006       Hip  CompShg     VinylSd     VinylSd       None
## 641          2004       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 642          2001     Gable  CompShg     VinylSd     VinylSd       None
## 643          1995     Gable  CompShg     Plywood     Wd Sdng       None
## 644          1969   Mansard  CompShg     WdShing     HdBoard    BrkFace
## 645          2009     Gable  CompShg     CemntBd     CmentBd      Stone
## 646          1971       Hip  CompShg     Plywood     Plywood       None
## 647          1950       Hip  CompShg     MetalSd     MetalSd       None
## 648          1953       Hip  CompShg     Wd Sdng     Wd Sdng      Stone
## 649          1966     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 650          1970     Gable  CompShg     CemntBd     CmentBd       None
## 651          2007     Gable  CompShg     CemntBd     CmentBd       <NA>
## 652          1950     Gable  CompShg     MetalSd     MetalSd       None
## 653          1996     Gable  CompShg     VinylSd     VinylSd       None
## 654          1995     Gable  CompShg     MetalSd     MetalSd       None
## 655          1995       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 656          1971     Gable  CompShg     HdBoard     ImStucc    BrkFace
## 657          2006     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 658          2000     Gable  CompShg      Stucco     Wd Shng       None
## 659          1950     Gable  CompShg     VinylSd     VinylSd       None
## 660          1999       Hip  CompShg     MetalSd     MetalSd       None
## 661          1976     Gable  CompShg     Plywood     Plywood    BrkFace
## 662          2005       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 663          1968       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 664          1972     Gable  CompShg     Plywood     Plywood       None
## 665          2006     Gable  CompShg     VinylSd     VinylSd       None
## 666          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 667          1979      Flat  Tar&Grv     Plywood     Plywood     BrkCmn
## 668          1998     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 669          1987     Gable  CompShg     CemntBd     Wd Sdng       None
## 670          1950     Gable  CompShg     MetalSd     MetalSd       None
## 671          2005     Gable  CompShg     VinylSd     VinylSd       None
## 672          1950   Gambrel  CompShg     Wd Sdng     Wd Sdng       None
## 673          1977     Gable  CompShg     Plywood     Plywood       None
## 674          2004       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 675          1965     Gable  CompShg     HdBoard     HdBoard       None
## 676          1978     Gable  CompShg     Plywood     Brk Cmn       None
## 677          1950     Gable  CompShg     AsbShng      Stucco       None
## 678          2006     Gable  CompShg     VinylSd     VinylSd       None
## 679          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 680          1961       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 681          1980     Gable  CompShg     Plywood     Plywood       None
## 682          2000     Gable  CompShg     VinylSd      Stucco       None
## 683          1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 684          2002       Hip  CompShg     VinylSd     VinylSd      Stone
## 685          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 686          1984     Gable  CompShg     HdBoard     HdBoard       None
## 687          2007     Gable  CompShg     VinylSd     VinylSd       None
## 688          2004     Gable  CompShg     MetalSd     MetalSd       None
## 689          2007     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 690          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 691          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 692          1995     Gable  WdShngl     HdBoard     HdBoard    BrkFace
## 693          1990       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 694          1968     Gable  CompShg     MetalSd     MetalSd       None
## 695          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 696          1987     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 697          1950     Gable  CompShg     Wd Sdng     Wd Shng       None
## 698          1952     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 699          2009     Gable  CompShg     MetalSd     MetalSd       None
## 700          2004     Gable  CompShg     MetalSd     MetalSd       None
## 701          2002       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 702          1969       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 703          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 704          1996     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 705          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 706          1950       Hip  CompShg     VinylSd     Wd Shng       None
## 707          2002     Gable  CompShg     Plywood     Plywood      Stone
## 708          2006       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 709          2007       Hip  CompShg     VinylSd     VinylSd       None
## 710          1966     Gable  CompShg     HdBoard     HdBoard     BrkCmn
## 711          2003     Gable  CompShg     VinylSd     VinylSd       None
## 712          1950     Gable  CompShg     MetalSd     MetalSd       None
## 713          1989     Gable  CompShg     HdBoard     HdBoard       None
## 714          1970     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 715          2005     Gable  CompShg     HdBoard     Plywood    BrkFace
## 716          1974       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 717          1998     Gable  CompShg     Wd Sdng     VinylSd       None
## 718          2000     Gable  CompShg     HdBoard     HdBoard       None
## 719          1994       Hip  CompShg     Wd Sdng     ImStucc    BrkFace
## 720          1969     Gable  CompShg     HdBoard     Plywood       None
## 721          1985     Gable  CompShg     HdBoard     HdBoard       None
## 722          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 723          1970     Gable  CompShg     MetalSd     MetalSd       None
## 724          1972     Gable  CompShg     MetalSd     MetalSd       None
## 725          2008       Hip  CompShg     CemntBd     CmentBd      Stone
## 726          1970     Gable  CompShg     HdBoard     Plywood       None
## 727          2007       Hip  CompShg     Wd Sdng     Plywood    BrkFace
## 728          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 729          1958     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 730          1950     Gable  CompShg     MetalSd     MetalSd       None
## 731          1996     Gable  CompShg     CemntBd     CmentBd       None
## 732          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 733          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 734          1983       Hip  CompShg     HdBoard     HdBoard       None
## 735          1968     Gable  CompShg     Plywood     Plywood       None
## 736          1970     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 737          1950     Gable  CompShg      Stucco       Stone       None
## 738          2005     Gable  CompShg     VinylSd     VinylSd       None
## 739          1988     Gable  CompShg     Plywood     Plywood       None
## 740          2004     Gable  CompShg     VinylSd     VinylSd       None
## 741          2002     Gable  CompShg     Wd Sdng     Wd Shng       None
## 742          1996       Hip  CompShg     HdBoard     HdBoard       None
## 743          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 744          1999     Gable  CompShg     HdBoard     HdBoard       None
## 745          1993     Gable  CompShg     HdBoard     HdBoard       None
## 746          1996       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 747          2000     Gable  CompShg     VinylSd     VinylSd       None
## 748          2003   Mansard  CompShg      Stucco      Stucco       None
## 749          1996       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 750          1950     Gable  CompShg     WdShing     Wd Shng       None
## 751          2004     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 752          2003     Gable  CompShg     VinylSd     VinylSd       None
## 753          1997     Gable  CompShg     VinylSd     VinylSd       None
## 754          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 755          2005     Gable  CompShg     Plywood     Plywood       None
## 756          1999     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 757          2007     Gable  CompShg     VinylSd     VinylSd       None
## 758          1978       Hip  CompShg     HdBoard     HdBoard     BrkCmn
## 759          1999     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 760          1995     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 761          1959       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 762          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 763          2009     Gable  CompShg     VinylSd     VinylSd       None
## 764          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 765          1996       Hip  CompShg     BrkFace     BrkFace       None
## 766          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 767          1988     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 768          1985     Gable  CompShg     VinylSd     VinylSd       None
## 769          2005       Hip  CompShg     VinylSd     VinylSd       None
## 770          2003       Hip  CompShg     CemntBd     Wd Shng    BrkFace
## 771          1982       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 772          1951     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 773          1976     Gable  CompShg     Plywood     Plywood       None
## 774          1958     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 775          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 776          1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 777          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 778          1974       Hip  CompShg     HdBoard     Plywood       None
## 779          1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 780          1977     Gable  CompShg     Plywood     ImStucc    BrkFace
## 781          1996     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 782          1992     Gable  CompShg     VinylSd     VinylSd       None
## 783          2002     Gable  CompShg     VinylSd     VinylSd       None
## 784          1978     Gable  CompShg     Plywood     Plywood    BrkFace
## 785          2001     Gable  CompShg     Wd Sdng     Wd Shng       None
## 786          1967     Gable  CompShg     BrkFace     Wd Sdng       None
## 787          1950     Gable  CompShg     MetalSd     MetalSd       None
## 788          2004     Gable  CompShg     VinylSd     VinylSd       None
## 789          2000     Gable  CompShg     MetalSd     MetalSd       None
## 790          2007     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 791          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 792          1976     Gable  CompShg     HdBoard     HdBoard       None
## 793          1997     Gable  CompShg     MetalSd     MetalSd       None
## 794          2007     Gable  CompShg     CemntBd     CmentBd      Stone
## 795          1996     Gable  CompShg     MetalSd     MetalSd       None
## 796          1981     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 797          1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 798          1953     Gable  CompShg     VinylSd     VinylSd       None
## 799          2009       Hip  CompShg     VinylSd     VinylSd      Stone
## 800          1950     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 801          1997     Gable  CompShg     VinylSd     VinylSd       None
## 802          1990     Gable  CompShg     MetalSd     MetalSd       None
## 803          2005     Gable  CompShg     WdShing     Wd Shng       None
## 804          2009       Hip  CompShg     VinylSd     VinylSd      Stone
## 805          1954     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 806          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 807          1967     Gable  CompShg     VinylSd     VinylSd       None
## 808          2004     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 809          1966     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 810          1965       Hip  CompShg     AsbShng     AsbShng       None
## 811          1999       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 812          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 813          1952       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 814          1958     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 815          1950     Gable  CompShg      Stucco      Stucco       None
## 816          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 817          1954     Gable  CompShg     BrkFace     BrkFace       None
## 818          2002       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 819          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 820          2010     Gable  CompShg     VinylSd     VinylSd      Stone
## 821          2003     Gable  CompShg     VinylSd     VinylSd       None
## 822          1953     Gable  CompShg     MetalSd     MetalSd       None
## 823          2003     Gable  CompShg     VinylSd     VinylSd       None
## 824          1950     Gable  CompShg     VinylSd     VinylSd       None
## 825          2006     Gable  CompShg     VinylSd     VinylSd       None
## 826          2008       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 827          1950     Gable  CompShg     MetalSd     MetalSd       None
## 828          2001     Gable  CompShg     VinylSd     VinylSd       None
## 829          1967      Flat  Tar&Grv     Plywood     Plywood       None
## 830          2005     Gable  CompShg     MetalSd     MetalSd       None
## 831          1957     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 832          2005     Gable  CompShg     MetalSd     MetalSd       None
## 833          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 834          1964     Gable  CompShg     HdBoard     Plywood    BrkFace
## 835          1961     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 836          1995     Gable  CompShg     VinylSd     HdBoard       None
## 837          1973     Gable  CompShg     VinylSd     VinylSd       None
## 838          1973     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 839          2006     Gable  CompShg     VinylSd     VinylSd       None
## 840          1995     Gable  CompShg     MetalSd     MetalSd       None
## 841          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 842          2002     Gable  CompShg     MetalSd     MetalSd       None
## 843          1966     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 844          1961     Gable  CompShg     BrkFace     BrkFace       None
## 845          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 846          1981     Gable  CompShg     HdBoard     HdBoard       None
## 847          1993     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 848          1972     Gable  CompShg     HdBoard     Plywood       None
## 849          1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 850          1994       Hip  CompShg     Plywood     Plywood    BrkFace
## 851          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 852          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 853          1950     Gable  CompShg     MetalSd     MetalSd       None
## 854          1964     Gable  CompShg     MetalSd     HdBoard    BrkFace
## 855          1974       Hip  CompShg     Wd Sdng     Plywood       None
## 856          2010     Gable  CompShg     HdBoard     HdBoard       None
## 857          1978     Gable  CompShg     Plywood     HdBoard       None
## 858          1995     Gable  CompShg     HdBoard     HdBoard       None
## 859          1976     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 860          1984     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 861          1998     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 862          1965       Hip  CompShg     Plywood     HdBoard       None
## 863          1985       Hip  CompShg     HdBoard     Plywood       None
## 864          1959       Hip  CompShg     BrkFace     Plywood       None
## 865          2008     Gable  CompShg     VinylSd     VinylSd       None
## 866          1970     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 867          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 868          1961     Gable  CompShg     VinylSd     VinylSd       None
## 869          1950     Gable  CompShg     Plywood     Plywood       None
## 870          1994     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 871          1962       Hip  CompShg     MetalSd     MetalSd       None
## 872          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 873          1996     Gable  CompShg     WdShing     Wd Shng       None
## 874          1950     Gable  CompShg     HdBoard     HdBoard       None
## 875          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 876          2007     Gable  CompShg     CemntBd     CmentBd       None
## 877          1963     Gable  CompShg     HdBoard     Plywood       None
## 878          2005       Hip  CompShg     VinylSd     VinylSd      Stone
## 879          1995     Gable  CompShg     HdBoard     HdBoard       None
## 880          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 881          2006     Gable  CompShg     VinylSd     VinylSd       None
## 882          1991     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 883          1993     Gable  CompShg     VinylSd     VinylSd       None
## 884          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 885          1967     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 886          2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 887          2005     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 888          1955     Gable  CompShg     MetalSd     MetalSd       None
## 889          1970      Flat  Tar&Grv     Wd Sdng     Wd Sdng       None
## 890          1953       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 891          2006     Gable  CompShg     MetalSd     MetalSd       None
## 892          1978       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 893          2003       Hip  CompShg     HdBoard     HdBoard       None
## 894          1954     Gable  CompShg     Wd Sdng     Plywood       None
## 895          1979     Gable  CompShg     Plywood     Plywood       None
## 896          1963       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 897          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 898          1979     Gable  CompShg     Plywood     Plywood       None
## 899          2010       Hip  CompShg     VinylSd     VinylSd      Stone
## 900          1994     Gable  CompShg     HdBoard     Plywood       None
## 901          1971     Gable  CompShg     HdBoard     HdBoard       None
## 902          2000       Hip  CompShg     MetalSd     MetalSd       None
## 903          2003     Gable  CompShg     VinylSd     VinylSd       None
## 904          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 905          1967     Gable  CompShg     HdBoard     Wd Sdng    BrkFace
## 906          1954     Gable  CompShg     HdBoard     HdBoard      Stone
## 907          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 908          1987     Gable  CompShg     BrkFace     BrkFace       None
## 909          1983     Gable  CompShg     HdBoard     HdBoard       None
## 910          2005     Gable  CompShg     VinylSd     VinylSd       None
## 911          1960     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 912          1989     Gable  CompShg     HdBoard     Plywood       None
## 913          1950     Gable  CompShg     MetalSd     MetalSd       None
## 914          1950     Gable  CompShg     MetalSd     MetalSd       None
## 915          2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 916          1970     Gable  CompShg     CemntBd     CmentBd    BrkFace
## 917          1950     Gable  CompShg     AsbShng     AsbShng       None
## 918          1956     Gable  CompShg     VinylSd     VinylSd       None
## 919          1991     Gable  CompShg     HdBoard     HdBoard       None
## 920          2002       Hip  CompShg     MetalSd     MetalSd       None
## 921          1994     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 922          2003     Gable  CompShg     MetalSd     MetalSd       None
## 923          2006     Gable  CompShg     VinylSd     VinylSd       None
## 924          1994     Gable  CompShg     Plywood     Plywood       None
## 925          1980     Gable  CompShg     Plywood     Plywood    BrkFace
## 926          1977     Gable  CompShg     VinylSd     VinylSd       None
## 927          2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 928          1968     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 929          2001       Hip  CompShg     VinylSd     VinylSd       None
## 930          1997     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 931          2007     Gable  CompShg     VinylSd     VinylSd       None
## 932          1965     Gable  CompShg     VinylSd     VinylSd       None
## 933          2006       Hip  CompShg     VinylSd     ImStucc      Stone
## 934          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 935          2007      Flat  Tar&Grv     Wd Sdng     Wd Sdng       None
## 936          1953     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 937          2003     Gable  CompShg     VinylSd     VinylSd       <NA>
## 938          2005     Gable  CompShg     VinylSd     VinylSd       None
## 939          2006     Gable  CompShg     VinylSd     VinylSd       None
## 940          1950     Gable  CompShg     MetalSd     MetalSd       None
## 941          1976     Gable  CompShg     Plywood     Plywood       None
## 942          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 943          1977     Gable  CompShg     MetalSd     MetalSd       None
## 944          1967     Gable  CompShg     HdBoard     Plywood       None
## 945          1958     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 946          1996       Hip  CompShg     VinylSd     VinylSd       None
## 947          1959     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 948          2003       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 949          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 950          2006       Hip  CompShg     Plywood     Plywood       None
## 951          2002     Gable  CompShg     VinylSd     VinylSd       None
## 952          1965     Gable  CompShg     VinylSd     VinylSd       None
## 953          2003     Gable  CompShg     WdShing     HdBoard       None
## 954          1969     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 955          1975      Flat  Tar&Grv     WdShing     Plywood    BrkFace
## 956          1950     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 957          1980     Gable  CompShg     MetalSd     MetalSd       None
## 958          1962       Hip  CompShg     MetalSd     MetalSd       None
## 959          2003     Gable  CompShg     VinylSd     VinylSd       None
## 960          1999       Hip  CompShg     MetalSd     MetalSd       None
## 961          2008     Gable  CompShg     Wd Sdng     Plywood       None
## 962          1995     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 963          1976     Gable  CompShg     Plywood     Brk Cmn       None
## 964          2007     Gable  CompShg     VinylSd     VinylSd       None
## 965          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 966          2007     Gable  CompShg     VinylSd     VinylSd       None
## 967          1950     Gable  CompShg     MetalSd     MetalSd       None
## 968          1955       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 969          1950     Gable  CompShg     VinylSd     VinylSd       None
## 970          1958       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 971          1950     Gable  CompShg     AsbShng     AsbShng       None
## 972          2004     Gable  CompShg     VinylSd     Wd Shng      Stone
## 973          1979     Gable  CompShg     Plywood     Plywood       None
## 974          2008     Gable  CompShg     CemntBd     CmentBd       <NA>
## 975          1993     Gable  CompShg     HdBoard     HdBoard       None
## 976          2000     Gable  CompShg     MetalSd     MetalSd       None
## 977          1958     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 978          2007     Gable  CompShg     VinylSd     VinylSd       <NA>
## 979          1954     Gable  CompShg     MetalSd     MetalSd       None
## 980          1963     Gable  CompShg     VinylSd     VinylSd       None
## 981          2007     Gable  CompShg     CemntBd     CmentBd      Stone
## 982          1999       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 983          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 984          2002     Gable  CompShg     CemntBd     CmentBd       None
## 985          1977     Gable  CompShg     Plywood     Plywood       None
## 986          1950     Gable  CompShg     MetalSd     MetalSd       None
## 987          2003       Hip  CompShg     VinylSd     VinylSd       None
## 988          2010       Hip  CompShg     VinylSd     VinylSd      Stone
## 989          1976     Gable  CompShg     Plywood     Plywood    BrkFace
## 990          2006     Gable  CompShg     VinylSd     VinylSd       None
## 991          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 992          1986     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 993          1993       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 994          2006     Gable  CompShg     VinylSd     VinylSd       None
## 995          2007       Hip  CompShg     CemntBd     CmentBd      Stone
## 996          1950     Gable  CompShg     MetalSd     MetalSd       None
## 997          1961       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 998          1970       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 999          1950       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 1000         2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 1001         1952      Flat  Tar&Grv     BrkComm     Brk Cmn       None
## 1002         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1003         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1004         1976     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1005         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1006         1977     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1007         1970     Gable  CompShg     Plywood     Plywood       None
## 1008         1970     Gable  CompShg     CemntBd     CmentBd       None
## 1009         2005       Hip  CompShg     VinylSd     VinylSd      Stone
## 1010         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1011         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1012         1965       Hip  CompShg     AsphShn     AsphShn       None
## 1013         1996       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 1014         2006       Hip  CompShg     MetalSd      Stucco       None
## 1015         1950     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1016         2001     Gable  CompShg     VinylSd     VinylSd       None
## 1017         1996       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1018         1984     Gable  CompShg     HdBoard     HdBoard       None
## 1019         1992     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1020         2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1021         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1022         2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 1023         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1024         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1025         1976       Hip  WdShake       Stone     HdBoard       None
## 1026         1972     Gable  CompShg     VinylSd     VinylSd       None
## 1027         1960     Gable  CompShg     MetalSd     HdBoard    BrkFace
## 1028         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1029         1950     Gable  CompShg     WdShing     Wd Shng       None
## 1030         1972     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1031         1995     Gable  CompShg     VinylSd     VinylSd       None
## 1032         1970     Gable  CompShg     Wd Sdng     Plywood       None
## 1033         1993     Gable  CompShg     MetalSd     MetalSd       None
## 1034         2002     Gable  CompShg     VinylSd     VinylSd      Stone
## 1035         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1036         1957     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1037         2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 1038         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1039         2008     Gable  CompShg     CemntBd     CmentBd       None
## 1040         1970     Gable  CompShg     CemntBd     CmentBd       None
## 1041         2000     Gable  CompShg     Wd Sdng     Wd Sdng     BrkCmn
## 1042         2000       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1043         2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 1044         1990       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1045         1981       Hip  WdShngl     BrkFace     BrkFace       None
## 1046         1955       Hip  CompShg     BrkFace     Wd Sdng       None
## 1047         2006       Hip  CompShg     CemntBd     CmentBd      Stone
## 1048         1995     Gable  CompShg     VinylSd     VinylSd       None
## 1049         2006       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1050         2006     Gable  CompShg     MetalSd     MetalSd       None
## 1051         2007     Gable  CompShg     VinylSd     VinylSd       None
## 1052         2007     Gable  CompShg     VinylSd     VinylSd       None
## 1053         1978     Gable  CompShg     VinylSd     VinylSd     BrkCmn
## 1054         2002       Hip  CompShg     HdBoard     HdBoard      Stone
## 1055         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1056         1976     Gable  CompShg     Plywood     Plywood    BrkFace
## 1057         2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 1058         1994     Gable  CompShg     HdBoard     HdBoard       None
## 1059         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1060         1950     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1061         2001     Gable  CompShg     CemntBd     CmentBd       None
## 1062         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1063         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1064         1980     Gable  CompShg     MetalSd     MetalSd       None
## 1065         1966     Gable  CompShg     Plywood     Plywood    BrkFace
## 1066         1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1067         1994     Gable  CompShg     VinylSd     VinylSd       None
## 1068         1964     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1069         1973     Gable  CompShg     CemntBd     CmentBd       None
## 1070         2003     Gable  CompShg     MetalSd     MetalSd       None
## 1071         1956       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1072         1968     Gable  CompShg     MetalSd     MetalSd       None
## 1073         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1074         1977       Hip  CompShg     HdBoard     Plywood    BrkFace
## 1075         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1076         1984     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1077         1989     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1078         1969     Gable  CompShg     VinylSd     Plywood       None
## 1079         2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1080         1994     Gable  CompShg     VinylSd     VinylSd       None
## 1081         2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1082         1963     Gable  CompShg     HdBoard     HdBoard       None
## 1083         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1084         1964       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1085         1996     Gable  CompShg     HdBoard     HdBoard       None
## 1086         1992     Gable  CompShg     HdBoard     HdBoard       None
## 1087         1973     Gable  CompShg     CemntBd     CmentBd       None
## 1088         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1089         2004     Gable  CompShg     VinylSd     VinylSd      Stone
## 1090         2005     Gable  CompShg     MetalSd     MetalSd       None
## 1091         1950     Gable  CompShg     BrkFace     BrkFace       None
## 1092         2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1093         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1094         1998       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1095         2000     Gable  CompShg     MetalSd     MetalSd       None
## 1096         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1097         2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1098         1986     Gable  CompShg     HdBoard     HdBoard       None
## 1099         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1100         1978     Gable  CompShg     Plywood     Plywood    BrkFace
## 1101         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1102         1971     Gable  CompShg     HdBoard     MetalSd       None
## 1103         2002     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 1104         1959       Hip  CompShg     BrkFace     BrkFace       None
## 1105         1970     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1106         1995     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1107         1991       Hip  CompShg     HdBoard     HdBoard       None
## 1108         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1109         2000     Gable  CompShg     VinylSd     VinylSd       None
## 1110         2005     Gable  CompShg     MetalSd     MetalSd      Stone
## 1111         1996     Gable  CompShg     HdBoard     HdBoard       None
## 1112         1976       Hip  CompShg     Plywood     Plywood    BrkFace
## 1113         1957     Gable  CompShg     WdShing     Wd Shng       None
## 1114         2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1115         2000     Gable  CompShg     MetalSd     MetalSd       None
## 1116         2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 1117         2002       Hip  CompShg     VinylSd     VinylSd       None
## 1118         2003     Gable  CompShg     VinylSd     VinylSd       None
## 1119         1987     Gable  CompShg     MetalSd     MetalSd       None
## 1120         1959     Gable  CompShg     BrkFace     Wd Sdng       None
## 1121         1950     Gable  CompShg     BrkFace     BrkFace       None
## 1122         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1123         1956     Gable  CompShg     AsbShng     AsbShng       None
## 1124         2008       Hip  CompShg     VinylSd     VinylSd       None
## 1125         1992     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1126         1955     Gable  CompShg     Plywood     Plywood       None
## 1127         2007       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1128         2004       Hip  CompShg     VinylSd     VinylSd       None
## 1129         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1130         1980     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1131         1950     Gable  CompShg     WdShing     Plywood       None
## 1132         1992     Gable  CompShg     HdBoard     HdBoard       None
## 1133         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1134         1995     Gable  CompShg     VinylSd     VinylSd       None
## 1135         1997     Gable  CompShg     VinylSd     VinylSd       None
## 1136         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1137         1950     Gable  CompShg     VinylSd     VinylSd       None
## 1138         1996     Gable  CompShg     VinylSd     VinylSd       None
## 1139         1977     Gable  CompShg     Plywood     ImStucc       None
## 1140         1950     Gable  CompShg      Stucco      Stucco       None
## 1141         1951     Gable  CompShg     HdBoard     HdBoard       None
## 1142         1976     Gable  CompShg     Plywood     Plywood    BrkFace
## 1143         2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 1144         1959     Gable  CompShg     Wd Sdng     Plywood       None
## 1145         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1146         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1147         1985     Gable  CompShg     Wd Sdng     Wd Shng    BrkFace
## 1148         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1149         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1150         1988       Hip  CompShg     VinylSd     VinylSd       None
## 1151         1950     Gable  CompShg     BrkFace     BrkFace       None
## 1152         1959     Gable  CompShg     HdBoard     Plywood    BrkFace
## 1153         2004     Gable  CompShg       Stone       Stone       None
## 1154         2007     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1155         1988     Gable  CompShg     VinylSd     VinylSd      Stone
## 1156         2004     Gable  CompShg     Plywood     Plywood       None
## 1157         1999     Gable  CompShg     BrkFace     BrkFace       None
## 1158         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1159         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1160         1974       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1161         1978     Gable  CompShg     Plywood     Brk Cmn       None
## 1162         2006       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1163         1968     Gable  CompShg     VinylSd     VinylSd       None
## 1164         1969     Gable  CompShg     Plywood     Plywood       None
## 1165         1978     Gable  CompShg     Plywood     Plywood       None
## 1166         2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 1167         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1168         2000     Gable  CompShg     VinylSd     VinylSd       None
## 1169         1986       Hip  CompShg      Stucco      Stucco       None
## 1170         1996       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1171         1977     Gable  CompShg     Plywood     Plywood       None
## 1172         1958       Hip  CompShg     MetalSd     MetalSd       None
## 1173         2007     Gable  CompShg     MetalSd     MetalSd       None
## 1174         1994     Gable  CompShg     MetalSd     MetalSd       None
## 1175         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1176         2000       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1177         1985     Gable  CompShg     HdBoard     Plywood       None
## 1178         2004     Gable  CompShg     MetalSd     MetalSd       None
## 1179         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1180         1954     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1181         1991     Gable  CompShg     MetalSd     MetalSd       None
## 1182         2008       Hip  CompShg     CemntBd     CmentBd      Stone
## 1183         1996       Hip  CompShg     Wd Sdng     ImStucc       None
## 1184         1950       Hip  CompShg      Stucco      Stucco       None
## 1185         1963       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1186         1950     Gable  CompShg     AsbShng     AsbShng       None
## 1187         1970     Gable  CompShg     HdBoard     HdBoard       None
## 1188         1995     Gable  CompShg     ImStucc     ImStucc       None
## 1189         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1190         1999     Gable  CompShg     VinylSd     VinylSd       None
## 1191         1975     Gable  CompShg     MetalSd     MetalSd      Stone
## 1192         2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1193         1994   Gambrel  CompShg     VinylSd     VinylSd       None
## 1194         1999       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1195         1969     Gable  CompShg     HdBoard     HdBoard      Stone
## 1196         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1197         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1198         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1199         2001     Gable  CompShg     VinylSd     VinylSd       None
## 1200         1979     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1201         1970     Gable  CompShg     MetalSd     MetalSd       None
## 1202         1998     Gable  CompShg     VinylSd     VinylSd       None
## 1203         1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1204         2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1205         1975     Gable  CompShg     HdBoard     HdBoard       None
## 1206         1991       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1207         1966     Gable  CompShg     HdBoard     HdBoard       None
## 1208         2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1209         1980     Gable  CompShg     MetalSd     MetalSd       None
## 1210         2006       Hip  CompShg     VinylSd     VinylSd      Stone
## 1211         1992     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1212         2005     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1213         1950       Hip  CompShg     MetalSd     MetalSd       None
## 1214         2001     Gable  CompShg     VinylSd     VinylSd       None
## 1215         1962     Gable  CompShg     MetalSd     MetalSd       None
## 1216         1966     Gable  CompShg     VinylSd     VinylSd       None
## 1217         1978     Gable  CompShg     VinylSd     VinylSd       None
## 1218         2009     Gable  CompShg     CemntBd     CmentBd      Stone
## 1219         1950     Gable  CompShg     AsbShng     AsbShng       None
##      MasVnrArea ExterQual ExterCond Foundation BsmtQual BsmtCond BsmtExposure
## 1           196        Gd        TA      PConc       Gd       TA           No
## 2             0        TA        TA     CBlock       Gd       TA           Gd
## 3           162        Gd        TA      PConc       Gd       TA           Mn
## 4             0        TA        TA     BrkTil       TA       Gd           No
## 5           350        Gd        TA      PConc       Gd       TA           Av
## 6             0        TA        TA       Wood       Gd       TA           No
## 7           186        Gd        TA      PConc       Ex       TA           Av
## 8           240        TA        TA     CBlock       Gd       TA           Mn
## 9             0        TA        TA     BrkTil       TA       TA           No
## 10            0        TA        TA     BrkTil       TA       TA           No
## 11            0        TA        TA     CBlock       TA       TA           No
## 12          286        Ex        TA      PConc       Ex       TA           No
## 13            0        TA        TA     CBlock       TA       TA           No
## 14          306        Gd        TA      PConc       Gd       TA           Av
## 15          212        TA        TA     CBlock       TA       TA           No
## 16            0        TA        TA     BrkTil       TA       TA           No
## 17          180        TA        TA     CBlock       TA       TA           No
## 18            0        TA        TA       Slab     <NA>     <NA>         <NA>
## 19            0        TA        TA      PConc       TA       TA           No
## 20            0        TA        TA     CBlock       TA       TA           No
## 21          380        Gd        TA      PConc       Ex       TA           Av
## 22            0        TA        TA      PConc       TA       TA           No
## 23          281        Gd        TA      PConc       Gd       TA           No
## 24            0        TA        TA      PConc       Gd       TA           No
## 25            0        TA        Gd     CBlock       TA       TA           Mn
## 26          640        Gd        TA      PConc       Gd       TA           No
## 27            0        TA        TA     CBlock       TA       TA           Mn
## 28          200        Gd        TA      PConc       Ex       TA           No
## 29            0        TA        TA     CBlock       TA       TA           Gd
## 30            0        TA        TA     BrkTil       TA       TA           No
## 31            0        TA        Fa     BrkTil       TA       TA           No
## 32            0        TA        TA     CBlock       TA       TA           No
## 33            0        Gd        TA      PConc       Ex       TA           Av
## 34            0        TA        TA     CBlock       TA       TA           No
## 35          246        Ex        TA      PConc       Ex       TA           No
## 36          132        Gd        TA      PConc       Ex       TA           Av
## 37            0        TA        TA      PConc       Gd       TA           No
## 38          650        TA        TA     CBlock       TA       TA           No
## 39            0        TA        Gd     CBlock       TA       TA           No
## 40            0        TA        TA      PConc     <NA>     <NA>         <NA>
## 41          101        TA        TA     CBlock       TA       TA           No
## 42            0        TA        Gd     CBlock       TA       TA           Gd
## 43            0        TA        TA     CBlock       Gd       TA           Av
## 44            0        TA        TA     CBlock       Gd       TA           Av
## 45            0        TA        TA     CBlock       TA       TA           No
## 46          412        Ex        TA      PConc       Ex       TA           No
## 47            0        Gd        TA      PConc       Ex       TA           No
## 48            0        Gd        TA      PConc       Gd       TA           Av
## 49            0        TA        TA     BrkTil       TA       TA           No
## 50            0        TA        TA     CBlock       TA       TA           No
## 51            0        TA        TA      PConc       Gd       TA           Av
## 52            0        TA        TA      PConc       TA       TA           No
## 53            0        Fa        TA     CBlock       Gd       TA           Gd
## 54            0        Gd        TA     CBlock       Ex       TA           Gd
## 55            0        TA        TA     CBlock       TA       TA           No
## 56          272        TA        TA     CBlock       TA       TA           No
## 57          456        Gd        TA      PConc       Gd       TA           No
## 58            0        Gd        TA      PConc       Gd       TA           No
## 59         1031        Ex        TA      PConc       Ex       TA           Gd
## 60            0        TA        TA     CBlock       TA       TA           Av
## 61            0        TA        TA      PConc       Gd       TA           No
## 62            0        TA        TA     BrkTil       TA       Fa           No
## 63          178        Gd        TA      PConc       Gd       Gd           Mn
## 64            0        TA        TA     BrkTil       TA       TA           No
## 65          573        TA        TA      PConc       Gd       TA           No
## 66          344        Gd        TA      PConc       Ex       TA           Av
## 67          287        TA        TA     CBlock       Gd       TA           Gd
## 68          167        Gd        TA      PConc       Gd       TA           Av
## 69            0        TA        Gd     CBlock       TA       TA           No
## 70            0        Gd        TA     CBlock       TA       TA           No
## 71         1115        TA        Gd     CBlock       Gd       TA           Gd
## 72            0        TA        TA     CBlock       TA       TA           No
## 73           40        TA        TA      PConc       Gd       TA           No
## 74          104        TA        TA     CBlock       TA       TA           No
## 75            0        Gd        Gd     CBlock       Fa       TA           No
## 76            0        TA        TA     CBlock       Gd       TA           Gd
## 77            0        TA        TA     CBlock       TA       TA           No
## 78            0        TA        TA     CBlock       TA       TA           No
## 79            0        TA        TA     CBlock       TA       TA           No
## 80            0        TA        TA      PConc       TA       TA           No
## 81          576        TA        Gd     CBlock       Gd       TA           No
## 82          443        TA        Gd      PConc       Ex       Gd           No
## 83          468        TA        TA      PConc       Gd       TA           No
## 84           66        TA        TA     CBlock       TA       TA           No
## 85           22        TA        TA      PConc       Gd       TA           No
## 86          284        Gd        TA     CBlock       Gd       TA           No
## 87            0        Gd        TA      PConc       Gd       TA           Av
## 88           76        Gd        TA      PConc       Gd       TA           Av
## 89            0        Fa        Fa     CBlock       TA       Fa           No
## 90            0        TA        TA      PConc       Gd       TA           No
## 91            0        TA        TA       Slab     <NA>     <NA>         <NA>
## 92          203        TA        TA     CBlock       TA       TA           No
## 93            0        TA        Gd     BrkTil       Gd       TA           No
## 94            0        TA        TA     BrkTil       TA       Fa           Mn
## 95            0        TA        Gd      PConc       Gd       TA           No
## 96           68        Ex        Gd      PConc       Gd       Gd           No
## 97          183        Gd        TA      PConc       Gd       TA           Av
## 98           48        TA        TA     CBlock       TA       TA           No
## 99            0        TA        TA     BrkTil       TA       TA           No
## 100           0        TA        TA     CBlock       TA       TA           No
## 101          28        TA        TA      PConc       TA       TA           Mn
## 102         336        Gd        TA     CBlock       Gd       TA           No
## 103           0        TA        Fa       Slab     <NA>     <NA>         <NA>
## 104           0        TA        TA      PConc       Gd       TA           No
## 105         600        TA        Fa      PConc       TA       TA           No
## 106         768        Gd        TA      PConc       Ex       TA           No
## 107           0        TA        TA     BrkTil       Fa       TA           No
## 108           0        TA        TA     CBlock       TA       TA           No
## 109           0        TA        TA     CBlock       TA       TA           No
## 110         480        TA        TA     CBlock       Gd       TA           No
## 111           0        TA        TA     CBlock       TA       Fa           No
## 112           0        TA        TA      PConc       Gd       TA           No
## 113         220        Gd        TA      PConc       Ex       TA           Av
## 114         184        TA        Gd     CBlock       Gd       TA           Mn
## 115           0        TA        TA     CBlock       TA       TA           No
## 116        1129        TA        TA      PConc       Gd       TA           No
## 117         116        TA        TA     CBlock       TA       TA           No
## 118           0        TA        TA      PConc       Gd       TA           No
## 119           0        TA        TA      PConc       Gd       TA           Mn
## 120           0        Gd        TA      PConc       Gd       TA           No
## 121           0        TA        TA     CBlock       TA       TA           Gd
## 122           0        TA        TA      PConc       TA       TA           No
## 123         135        TA        Gd     CBlock       TA       TA           No
## 124           0        Gd        TA      PConc       Gd       TA           No
## 125           0        TA        Gd     CBlock       Gd       Fa           No
## 126           0        TA        Fa     CBlock       TA       TA           Av
## 127           0        TA        TA     CBlock       Gd       TA           No
## 128           0        TA        Gd     BrkTil       TA       TA           No
## 129         266        TA        TA     CBlock       TA       TA           No
## 130          85        TA        TA     CBlock       TA       TA           No
## 131         309        TA        TA     CBlock       TA       TA           No
## 132          40        Gd        TA      PConc       Gd       TA           No
## 133           0        TA        TA     CBlock       TA       TA           No
## 134         136        Gd        TA      PConc       Ex       TA           No
## 135           0        TA        TA     CBlock       TA       TA           No
## 136         288        TA        TA      PConc       TA       TA           No
## 137         196        TA        TA     CBlock       TA       TA           No
## 138          70        TA        TA     CBlock       TA       TA           No
## 139         320        Gd        TA      PConc       Gd       TA           Mn
## 140           0        TA        TA      PConc       Gd       TA           No
## 141           0        TA        TA     CBlock       TA       TA           No
## 142           0        Gd        TA      PConc       Gd       TA           Av
## 143           0        TA        Fa     CBlock       TA       TA           No
## 144         183        Gd        TA      PConc       Gd       TA           Gd
## 145         336        TA        TA     CBlock       TA       TA           No
## 146          50        Gd        TA      PConc       Gd       TA           No
## 147           0        TA        TA     BrkTil       TA       TA           No
## 148         180        Gd        TA      PConc       Gd       TA           No
## 149         120        TA        TA      PConc       Gd       TA           No
## 150           0        TA        TA     BrkTil       Gd       TA           No
## 151           0        TA        TA     CBlock       TA       TA           Av
## 152         436        Gd        TA      PConc       Ex       TA           Gd
## 153         252        TA        TA     CBlock       TA       TA           No
## 154           0        TA        TA     CBlock       Gd       TA           Gd
## 155           0        TA        TA     BrkTil       TA       TA           No
## 156           0        TA        TA     BrkTil       TA       TA           No
## 157           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 158          84        Gd        TA      PConc       Ex       TA           No
## 159           0        Gd        TA      PConc       Gd       TA           No
## 160         456        Gd        TA      PConc       Gd       TA           Mn
## 161           0        TA        TA      PConc       Gd       TA           No
## 162         664        Gd        TA      PConc       Ex       TA           Av
## 163         226        Gd        TA      PConc       Gd       TA           Mn
## 164           0        TA        TA     CBlock       TA       TA           No
## 165           0        TA        Gd     BrkTil       TA       TA           Mn
## 166           0        TA        Gd     BrkTil       TA       TA           No
## 167           0        Gd        TA     CBlock       TA       TA           No
## 168         300        Gd        TA      PConc       Ex       TA           No
## 169           0        Gd        TA      PConc       Gd       TA           No
## 170         653        Gd        TA     CBlock       Gd       TA           No
## 171           0        TA        TA     CBlock       TA       TA           No
## 172         112        TA        TA     CBlock       TA       Gd           Gd
## 173           0        Gd        Gd      PConc       Gd       Gd           No
## 174         491        TA        TA     CBlock       TA       TA           No
## 175         132        TA        TA     CBlock       Gd       Fa           No
## 176           0        TA        TA     CBlock       TA       Gd           Av
## 177         268        Gd        TA      PConc       Gd       TA           No
## 178           0        Gd        Gd     CBlock       TA       TA           No
## 179         748        Ex        TA      PConc       Ex       TA           No
## 180           0        Gd        TA     CBlock       TA       TA           No
## 181         456        Gd        TA      PConc       Gd       TA           No
## 182           0        TA        TA     BrkTil       Fa       TA           No
## 183          98        TA        TA      PConc     <NA>     <NA>         <NA>
## 184           0        TA        TA      PConc       Gd       TA           No
## 185           0        TA        TA      PConc       Fa       TA           No
## 186           0        Gd        Gd     BrkTil       TA       TA           Mn
## 187           0        TA        TA      PConc       Gd       TA           Av
## 188           0        TA        TA     CBlock       Fa       TA           No
## 189         275        TA        TA     CBlock       Gd       TA           Av
## 190           0        Gd        TA      PConc       Ex       TA           Av
## 191           0        Gd        TA     CBlock       Gd       Gd           No
## 192         138        TA        TA     CBlock       TA       TA           No
## 193           0        Gd        TA      PConc       Gd       TA           Av
## 194          50        Gd        TA      PConc       Gd       TA           No
## 195           0        TA        TA     CBlock       TA       TA           Av
## 196           0        TA        TA     CBlock       Gd       TA           No
## 197         205        Ex        TA      PConc       Ex       TA           No
## 198           0        Gd        Gd      PConc       TA       TA           No
## 199           0        TA        TA     CBlock       TA       TA           No
## 200         262        Gd        TA      PConc       Ex       TA           Av
## 201           0        TA        TA      PConc       Gd       TA           No
## 202           0        TA        TA     CBlock       TA       TA           No
## 203           0        TA        Gd     BrkTil       Fa       TA           No
## 204         205        Gd        TA      PConc       Gd       TA           Av
## 205           0        TA        TA     CBlock       TA       TA           No
## 206           0        TA        TA      PConc       Gd       TA           No
## 207           0        TA        Gd     CBlock       TA       TA           No
## 208           0        TA        TA      PConc       TA       TA           No
## 209         128        Gd        TA     CBlock       Gd       TA           Gd
## 210         260        TA        TA     CBlock       Gd       TA           No
## 211           0        TA        TA     CBlock       TA       TA           No
## 212           0        TA        TA      PConc       Gd       TA           Mn
## 213           0        TA        TA      PConc       Gd       TA           No
## 214           0        TA        TA      PConc       Gd       TA           No
## 215         153        TA        TA     CBlock       Gd       TA           No
## 216          64        TA        TA     CBlock       TA       TA           No
## 217         266        Gd        TA      PConc       Gd       TA           Mn
## 218           0        TA        TA     CBlock       TA       TA           No
## 219         312        Gd        Gd     CBlock       TA       TA           No
## 220          16        Gd        TA      PConc       Gd       TA           Av
## 221           0        Gd        TA      PConc       Gd       TA           Mn
## 222           0        Gd        TA      PConc       Gd       TA           No
## 223           0        TA        TA     CBlock       Gd       TA           No
## 224           0        TA        TA     CBlock       TA       TA           No
## 225         922        Ex        TA      PConc       Ex       TA           Gd
## 226         142        TA        TA     CBlock       TA       TA           No
## 227         290        Gd        TA      PConc       Gd       TA           No
## 228         127        TA        TA     CBlock       TA       TA           No
## 229           0        TA        TA     CBlock       TA       TA           No
## 230          16        Gd        TA      PConc       Gd       TA           Av
## 231         220        TA        TA     CBlock       TA       TA           No
## 232         506        Gd        TA      PConc       Gd       TA           No
## 233         297        TA        TA     CBlock       TA       TA           No
## 234           0        TA        TA     CBlock       TA       Gd           Av
## 235          NA        Gd        TA      PConc       Gd       TA           No
## 236         604        TA        TA     CBlock       TA       TA           No
## 237          98        Gd        TA      PConc       Gd       TA           Av
## 238           0        Gd        TA      PConc       Gd       TA           No
## 239         254        Ex        TA      PConc       Ex       TA           No
## 240           0        TA        TA     CBlock       TA       Fa           No
## 241          36        Gd        TA      PConc       Gd       TA           Av
## 242           0        TA        Gd     CBlock       TA       TA           No
## 243           0        TA        TA     BrkTil       TA       TA           No
## 244           0        TA        TA     CBlock       Gd       TA           No
## 245           0        Gd        TA      PConc       Gd       TA           No
## 246         102        TA        TA     CBlock       Gd       TA           Av
## 247           0        TA        Fa      Stone       Fa       TA           No
## 248           0        TA        TA     CBlock       TA       TA           No
## 249         101        Gd        TA      PConc       Gd       TA           No
## 250         472        Gd        TA     CBlock       Gd       TA           Gd
## 251           0        TA        Po     CBlock       TA       TA           No
## 252         481        Gd        TA      PConc       Gd       TA           Gd
## 253           0        Gd        TA      PConc       Gd       TA           No
## 254         108        TA        TA     CBlock       Gd       TA           Gd
## 255           0        TA        Gd     CBlock       TA       TA           No
## 256         302        Gd        TA      PConc       Gd       TA           No
## 257           0        Gd        TA      PConc       Gd       TA           No
## 258         180        Gd        TA      PConc       Gd       TA           No
## 259         172        Gd        TA      PConc       Gd       TA           No
## 260           0        TA        TA      PConc     <NA>     <NA>         <NA>
## 261         399        TA        TA     CBlock       TA       TA           Gd
## 262         270        Gd        TA      PConc       Ex       TA           No
## 263          46        TA        TA     CBlock       Gd       Gd           Av
## 264           0        TA        TA     BrkTil       TA       TA           No
## 265           0        TA        TA     BrkTil       Fa       TA           No
## 266         210        TA        Gd     CBlock       Gd       TA           No
## 267           0        TA        TA      PConc       Gd       TA           Av
## 268           0        TA        TA      PConc       TA       TA           No
## 269           0        TA        TA     CBlock       TA       TA           No
## 270         174        TA        Gd     CBlock       TA       Gd           No
## 271           0        Gd        TA      PConc       Gd       TA           Mn
## 272           0        TA        TA     CBlock       Gd       TA           Gd
## 273         348        Gd        TA      PConc       Gd       TA           No
## 274         183        TA        TA     CBlock       TA       TA           No
## 275           0        TA        TA     CBlock       TA       TA           Gd
## 276           0        Gd        Gd     BrkTil       TA       TA           No
## 277           0        Gd        TA      PConc       Ex       TA           No
## 278           0        TA        TA     CBlock       TA       TA           No
## 279         315        Ex        TA      PConc       Ex       TA           Gd
## 280         299        TA        TA     CBlock       Gd       TA           No
## 281         340        Gd        TA     CBlock       Gd       TA           Av
## 282          68        Gd        TA      PConc       Gd       TA           No
## 283         166        Gd        TA      PConc       Gd       TA           No
## 284          72        Gd        TA      PConc       Gd       TA           No
## 285           0        Gd        TA      PConc       Gd       TA           No
## 286           0        Gd        TA      PConc       Gd       TA           No
## 287           0        TA        TA     CBlock       TA       TA           No
## 288           0        TA        TA     CBlock       TA       TA           No
## 289          31        TA        Gd     CBlock       TA       TA           No
## 290           0        TA        TA     BrkTil       TA       TA           No
## 291           0        Gd        TA      PConc       Gd       TA           Av
## 292           0        TA        Fa      PConc       TA       Fa           No
## 293           0        TA        TA     CBlock       TA       TA           No
## 294          34        TA        TA     CBlock       TA       TA           No
## 295         238        TA        TA     CBlock       TA       TA           No
## 296           0        TA        TA     CBlock       TA       TA           Av
## 297           0        TA        TA     CBlock       TA       TA           No
## 298        1600        Gd        TA      PConc       Gd       TA           No
## 299         365        Gd        TA     CBlock       TA       TA           No
## 300           0        TA        Gd     CBlock       TA       TA           No
## 301          56        TA        TA     CBlock       TA       TA           Mn
## 302           0        Gd        TA      PConc       Gd       TA           No
## 303         150        Gd        TA      PConc       Gd       TA           No
## 304           0        TA        TA      PConc       TA       TA           No
## 305           0        TA        TA     BrkTil       TA       TA           No
## 306         246        Gd        TA      PConc       Gd       TA           No
## 307         246        Gd        TA     CBlock       Gd       TA           No
## 308           0        TA        Fa     CBlock       TA       TA           No
## 309           0        TA        TA     CBlock       TA       TA           No
## 310           0        Gd        TA      PConc       Ex       TA           Gd
## 311         112        TA        TA      PConc       Gd       TA           No
## 312           0        TA        Gd     CBlock       TA       TA           No
## 313           0        TA        TA     CBlock       Gd       TA           Mn
## 314           0        TA        TA     CBlock       Gd       TA           Gd
## 315           0        TA        TA     BrkTil       TA       Gd           No
## 316           0        Gd        TA      PConc       Gd       TA           No
## 317         278        Gd        TA     CBlock       Gd       TA           No
## 318           0        Gd        TA      PConc       Gd       TA           Av
## 319         256        Gd        TA      PConc       Gd       TA           Gd
## 320         225        TA        TA     CBlock       Gd       TA           Av
## 321         370        TA        TA      PConc       Ex       Gd           Av
## 322         388        Gd        TA      PConc       Ex       TA           Av
## 323         172        Gd        TA     CBlock       TA       TA           Gd
## 324           0        TA        Gd     CBlock       TA       TA           No
## 325         300        Gd        Gd     CBlock       Gd       TA           No
## 326           0        TA        TA     CBlock       TA       TA           Av
## 327           0        Gd        TA      PConc       Gd       TA           Gd
## 328         175        TA        TA     CBlock       TA       TA           No
## 329           0        TA        TA     BrkTil       TA       TA           No
## 330           0        TA        TA      PConc       TA       TA           Mn
## 331          84        TA        TA     CBlock       TA       TA           No
## 332           0        TA        TA     CBlock       TA       TA           No
## 333         296        Gd        TA      PConc       Gd       TA           No
## 334         146        Gd        TA      PConc       Gd       TA           Av
## 335           0        TA        TA      PConc       Gd       TA           Gd
## 336           0        TA        TA     CBlock       TA       TA           Gd
## 337         200        Gd        TA      PConc       Ex       TA           Gd
## 338         113        Gd        TA      PConc       Gd       TA           Av
## 339           0        Gd        TA     CBlock       Gd       TA           Mn
## 340         176        TA        TA     CBlock       TA       Fa           No
## 341           0        Gd        TA      PConc       Gd       TA           No
## 342           0        Fa        Fa     CBlock       TA       Fa           No
## 343         340        TA        TA       Slab     <NA>     <NA>         <NA>
## 344         616        Ex        TA      PConc       Ex       TA           No
## 345           0        TA        TA     CBlock       Gd       TA           No
## 346           0        TA        TA     BrkTil       TA       TA           No
## 347           0        TA        Gd     CBlock       TA       TA           Mn
## 348          30        TA        TA     CBlock       TA       TA           No
## 349         106        Gd        TA      PConc       Gd       TA           No
## 350         870        Ex        TA      PConc       Ex       TA           No
## 351         362        Ex        TA      PConc       Ex       TA           No
## 352           0        TA        TA      PConc       Gd       TA           Gd
## 353           0        TA        TA     CBlock       TA       Fa           Mn
## 354           0        TA        Gd     BrkTil       TA       TA           No
## 355           0        TA        TA     CBlock       TA       TA           No
## 356           0        Gd        Gd      PConc       Gd       Gd           No
## 357         106        TA        TA      PConc       Gd       TA           No
## 358           0        TA        TA      PConc       Gd       TA           No
## 359         120        TA        TA     CBlock       TA       TA           Av
## 360         530        Gd        TA      PConc       Gd       TA           Av
## 361           0        TA        TA     CBlock       Gd       TA           Av
## 362           0        TA        TA     CBlock       TA       TA           No
## 363         500        Gd        TA       Slab     <NA>     <NA>         <NA>
## 364         510        TA        TA     CBlock       TA       TA           No
## 365         120        TA        TA      PConc       Gd       TA           Mn
## 366           0        TA        Gd     CBlock       TA       Fa           No
## 367         247        TA        TA     CBlock       Gd       TA           No
## 368         305        TA        TA     CBlock       Gd       TA           Gd
## 369         200        TA        TA      PConc       TA       TA           No
## 370           0        TA        Gd     CBlock       TA       TA           No
## 371           0        TA        TA      PConc       Gd       TA           No
## 372           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 373           0        TA        TA     CBlock       Gd       TA           No
## 374           0        TA        TA      PConc       TA       TA           No
## 375           0        Gd        TA      PConc       Gd       TA           No
## 376           0        Fa        Fa     BrkTil       Fa       Po           Gd
## 377           0        Gd        TA      PConc       Gd       TA           Av
## 378           0        Gd        TA      PConc       Gd       TA           No
## 379         350        Gd        TA      PConc       Ex       TA           Av
## 380          16        TA        TA      PConc       Gd       TA           No
## 381           0        TA        TA     BrkTil       TA       TA           No
## 382           0        Gd        TA      PConc       Gd       Gd           No
## 383           0        Gd        TA      PConc       Gd       TA           Av
## 384           0        TA        TA     BrkTil       Fa       Fa           No
## 385           0        Gd        TA      PConc       Gd       TA           Av
## 386          16        Gd        TA      PConc       Gd       TA           No
## 387           0        TA        Fa      PConc       TA       TA           No
## 388         255        TA        TA     CBlock       TA       TA           Av
## 389         125        Gd        TA      PConc       Gd       TA           No
## 390         272        Ex        TA      PConc       Ex       TA           Av
## 391           0        TA        TA     BrkTil       TA       Gd           No
## 392           0        TA        TA      PConc       Ex       TA           No
## 393           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 394           0        TA        TA     CBlock       TA       TA           No
## 395           0        TA        TA     CBlock       TA       TA           No
## 396           0        TA        TA     CBlock       TA       TA           Av
## 397           0        TA        TA     CBlock       TA       TA           Av
## 398         288        TA        TA     CBlock       TA       TA           No
## 399           0        TA        Fa     BrkTil       Fa       Po           No
## 400         100        Gd        TA      PConc       Gd       TA           No
## 401           0        Gd        TA      PConc       Gd       TA           No
## 402           0        Gd        TA      PConc       Gd       TA           Av
## 403           0        TA        TA      PConc       TA       TA           No
## 404         650        Gd        TA      PConc       Gd       TA           No
## 405           0        TA        TA      PConc       Gd       TA           No
## 406           0        TA        TA     CBlock       TA       TA           No
## 407           0        TA        TA     BrkTil       TA       TA           No
## 408           0        TA        TA     BrkTil       Gd       TA           No
## 409         350        Gd        TA      PConc       Ex       Gd           No
## 410         100        Gd        TA      PConc       Ex       TA           No
## 411           0        TA        Fa     CBlock       TA       Fa           No
## 412           0        TA        TA     CBlock       TA       TA           Mn
## 413         432        Ex        TA      PConc       Ex       TA           Av
## 414           0        TA        TA     CBlock       TA       TA           No
## 415           0        Gd        TA      PConc       Gd       TA           No
## 416           0        Gd        TA      PConc       Gd       TA           Av
## 417         203        TA        TA     CBlock       TA       TA           No
## 418           0        TA        TA     BrkTil       Gd       TA           No
## 419           0        TA        TA     BrkTil       TA       TA           No
## 420           0        TA        TA     CBlock       TA       TA           No
## 421         200        TA        Gd      PConc       Gd       Gd           Gd
## 422         126        Gd        TA     CBlock       Gd       TA           No
## 423           0        TA        TA     CBlock       TA       TA           No
## 424         473        Gd        TA      PConc       Gd       TA           No
## 425          74        TA        TA     CBlock       Gd       TA           No
## 426           0        TA        Gd     CBlock       TA       TA           No
## 427         145        Gd        TA      PConc       Gd       TA           Gd
## 428           0        TA        TA     CBlock       TA       TA           No
## 429         108        Gd        TA      PConc       Gd       TA           No
## 430           0        TA        TA     CBlock       Gd       TA           Mn
## 431         232        TA        TA     CBlock       TA       TA           No
## 432           0        TA        TA     BrkTil       TA       TA           No
## 433         376        TA        TA     CBlock       TA       TA           No
## 434           0        TA        TA      PConc       Gd       TA           No
## 435           0        TA        Gd     CBlock       Gd       TA           Av
## 436           0        Gd        TA      PConc       Gd       TA           Av
## 437           0        TA        TA     BrkTil       Fa       TA           No
## 438           0        Gd        TA      PConc       TA       TA           No
## 439           0        TA        TA      PConc       TA       TA           No
## 440           0        TA        TA     BrkTil       TA       Fa           Mn
## 441         200        Ex        TA      PConc       Ex       TA           Gd
## 442         270        TA        TA     CBlock       TA       TA           No
## 443           0        TA        TA      PConc       TA       TA           No
## 444          72        Gd        TA      PConc       Ex       TA           Av
## 445           0        Gd        Gd      PConc       Gd       TA           No
## 446           0        TA        TA     CBlock       TA       TA           No
## 447           0        Gd        TA     CBlock       TA       TA           No
## 448           0        Gd        TA      PConc       Gd       TA           No
## 449           0        TA        TA     BrkTil       TA       TA           No
## 450           0        TA        Gd     CBlock       TA       TA           No
## 451           0        TA        TA     BrkTil       TA       TA           No
## 452           0        TA        TA     CBlock       Gd       TA           Gd
## 453          42        Gd        TA      PConc       Ex       TA           No
## 454           0        Gd        TA      PConc       Gd       TA           No
## 455           0        TA        TA     CBlock       TA       TA           No
## 456         320        TA        TA     CBlock       TA       TA           No
## 457           0        TA        TA     BrkTil       TA       TA           No
## 458           0        TA        TA     CBlock       Gd       TA           Gd
## 459           0        TA        Gd      PConc       TA       TA           No
## 460         161        TA        TA     CBlock       TA       TA           No
## 461         110        Gd        TA      PConc       Gd       TA           No
## 462           0        Gd        Gd      PConc       Gd       Gd           No
## 463           0        TA        TA     CBlock       TA       TA           No
## 464           0        TA        TA     CBlock       TA       TA           No
## 465         136        TA        TA     CBlock       Gd       TA           No
## 466          18        Gd        TA      PConc       Gd       TA           No
## 467           0        TA        Gd     CBlock       TA       Gd           Gd
## 468         224        TA        TA     CBlock       TA       TA           No
## 469         248        Gd        TA      PConc       Gd       TA           No
## 470         120        Gd        TA      PConc       Gd       TA           No
## 471           0        Gd        TA      PConc       Gd       TA           Av
## 472           0        TA        TA     CBlock       Gd       TA           No
## 473          80        TA        TA      PConc       Gd       TA           Gd
## 474         304        Gd        TA      PConc       Ex       TA           Gd
## 475           0        Gd        TA      PConc       Gd       TA           Av
## 476           0        TA        TA     CBlock       TA       TA           No
## 477         215        TA        TA      PConc       Gd       TA           Gd
## 478         772        Ex        TA      PConc       Gd       TA           Av
## 479         336        Gd        TA      PConc       Ex       TA           Gd
## 480         435        TA        TA     BrkTil       Fa       TA           No
## 481         378        Gd        TA      PConc       Ex       TA           Gd
## 482         562        Gd        TA      PConc       Ex       TA           Gd
## 483           0        Gd        TA      PConc       TA       TA           No
## 484         116        TA        TA      PConc       Ex       TA           No
## 485           0        TA        Gd     CBlock       TA       TA           No
## 486           0        Gd        TA     CBlock       TA       TA           No
## 487         168        TA        TA     CBlock       TA       TA           No
## 488           0        TA        TA     CBlock       Gd       TA           Av
## 489           0        TA        Fa     CBlock       TA       Fa           No
## 490           0        TA        Gd     CBlock       Gd       TA           Av
## 491           0        TA        TA      PConc       Gd       TA           Mn
## 492           0        TA        TA     CBlock       TA       TA           No
## 493           0        Gd        TA      PConc       Gd       TA           No
## 494           0        TA        TA     CBlock       TA       TA           No
## 495           0        TA        TA     BrkTil       Fa       TA           No
## 496           0        TA        TA     CBlock       TA       TA           No
## 497           0        Gd        TA      PConc       Gd       TA           No
## 498           0        TA        Gd      PConc       TA       TA           No
## 499          89        TA        TA      PConc       TA       TA           No
## 500           0        TA        TA     CBlock       TA       TA           No
## 501         285        TA        TA     CBlock       TA       TA           No
## 502           0        Gd        TA      PConc       Gd       TA           No
## 503           0        TA        TA     CBlock       TA       TA           No
## 504           0        TA        TA     CBlock       TA       TA           No
## 505           0        TA        TA     CBlock       TA       TA           No
## 506         360        TA        TA     CBlock       TA       TA           No
## 507         125        Gd        TA      PConc       Gd       TA           No
## 508           0        Gd        TA      PConc       Gd       TA           No
## 509           0        TA        Ex     BrkTil       TA       TA           No
## 510         132        TA        TA     CBlock       TA       TA           No
## 511          70        Gd        TA     CBlock       TA       TA           No
## 512          94        Gd        TA      PConc       Gd       TA           No
## 513           0        TA        TA     CBlock       TA       TA           No
## 514           0        TA        Gd      PConc       TA       TA           No
## 515           0        TA        TA     BrkTil       TA       TA           No
## 516         305        Ex        TA     CBlock       Ex       TA           No
## 517         333        TA        TA     CBlock       TA       TA           No
## 518         921        Gd        TA      PConc       Gd       TA           No
## 519           0        TA        TA      PConc       Gd       TA           Mn
## 520           0        Gd        TA     BrkTil       Gd       TA           No
## 521           0        TA        TA     BrkTil     <NA>     <NA>         <NA>
## 522           0        TA        TA     CBlock       TA       TA           No
## 523           0        TA        Gd     CBlock       TA       TA           No
## 524         762        Ex        TA      PConc       Ex       TA           Gd
## 525         594        Gd        TA      PConc       Gd       TA           No
## 526           0        Gd        TA      PConc       Gd       TA           No
## 527           0        TA        TA     CBlock       Gd       TA           No
## 528         268        Ex        TA      PConc       Ex       TA           Av
## 529           0        TA        TA     BrkTil       TA       TA           Mn
## 530          NA        Gd        TA      PConc       TA       TA           No
## 531         219        Gd        TA     CBlock       Gd       TA           Av
## 532           0        TA        TA     BrkTil       Fa       Fa           Mn
## 533           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 534           0        Fa        Fa       Slab     <NA>     <NA>         <NA>
## 535           0        Gd        TA      PConc       Ex       Gd           Av
## 536           0        TA        TA     CBlock       Gd       TA           Gd
## 537           0        TA        TA      PConc       Gd       TA           Av
## 538           0        TA        TA     CBlock       TA       TA           No
## 539         188        TA        TA     CBlock       TA       TA           No
## 540         479        Gd        TA      PConc       Gd       TA           Av
## 541         584        Ex        TA      PConc       Ex       TA           Av
## 542          72        Gd        TA      PConc       Gd       TA           No
## 543           0        Gd        TA      PConc       Ex       TA           No
## 544         182        TA        TA      PConc       Gd       TA           Av
## 545           0        Gd        TA      PConc       Gd       Gd           Av
## 546         178        Gd        Gd      PConc       Gd       Gd           No
## 547           0        TA        TA     BrkTil       Gd       TA           No
## 548           0        TA        Gd     CBlock       Gd       TA           Av
## 549           0        TA        Gd     CBlock       TA       TA           No
## 550           0        Gd        TA      PConc       Gd       TA           No
## 551           0        TA        TA     CBlock       Gd       TA           No
## 552           0        TA        TA     CBlock       TA       TA           No
## 553         250        Gd        TA      PConc       Ex       TA           Av
## 554           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 555         292        Gd        TA      PConc       Gd       TA           No
## 556           0        TA        TA     BrkTil       TA       Fa           No
## 557           0        TA        TA     CBlock       TA       TA           No
## 558           0        TA        TA     CBlock       TA       TA           No
## 559           0        TA        TA      PConc       Gd       TA           Gd
## 560          18        Gd        TA      PConc       Gd       TA           Gd
## 561         180        TA        TA     CBlock       Gd       TA           No
## 562           0        TA        TA     CBlock       Gd       TA           Av
## 563           0        TA        TA     CBlock       TA       TA           No
## 564           0        TA        TA     BrkTil       Gd       TA           Mn
## 565           0        Gd        TA      PConc       Gd       TA           No
## 566           0        TA        TA      PConc       Gd       TA           No
## 567         245        Gd        TA      PConc       Gd       Gd           No
## 568         168        Gd        TA      PConc       Gd       TA           No
## 569           0        Gd        TA     CBlock       Gd       TA           Gd
## 570           0        TA        TA     CBlock       Gd       TA           Gd
## 571         108        TA        TA     CBlock       TA       TA           No
## 572         207        TA        TA     CBlock       TA       TA           No
## 573           0        TA        TA      PConc       Ex       TA           Av
## 574           0        TA        TA      PConc       Gd       TA           No
## 575          82        TA        TA     CBlock       TA       TA           Av
## 576           0        TA        TA     CBlock       TA       TA           No
## 577           0        TA        TA     BrkTil       TA       TA           No
## 578          97        TA        TA     CBlock       TA       TA           Av
## 579           0        Gd        TA      PConc       Gd       TA           No
## 580         335        TA        TA     BrkTil       TA       TA           No
## 581          85        TA        TA     CBlock       TA       TA           No
## 582         306        Ex        TA      PConc       Ex       TA           No
## 583         104        TA        Gd     CBlock       Gd       TA           Av
## 584           0        Ex        Ex     BrkTil       TA       TA           No
## 585           0        TA        TA     BrkTil       TA       TA           No
## 586         208        Gd        TA      PConc       Ex       TA           Gd
## 587           0        TA        Gd     BrkTil       TA       Gd           Mn
## 588           0        TA        TA     CBlock       TA       TA           Av
## 589           0        TA        TA     CBlock       TA       TA           Gd
## 590           0        TA        TA     BrkTil       TA       TA           No
## 591           0        Gd        TA      PConc       Gd       TA           No
## 592         420        Ex        TA      PConc       Ex       TA           Gd
## 593           0        TA        Gd      PConc       TA       Gd           No
## 594         170        Gd        TA      PConc       Gd       TA           Av
## 595           0        TA        TA     CBlock       Gd       TA           No
## 596         238        Gd        TA      PConc       Gd       TA           Gd
## 597           0        TA        TA     CBlock       TA       TA           No
## 598          72        Gd        TA      PConc       Ex       TA           Av
## 599         459        TA        TA     CBlock       Gd       TA           Mn
## 600           0        TA        Gd     CBlock       Gd       TA           No
## 601         280        Gd        TA      PConc       Gd       TA           Av
## 602           0        TA        Gd      PConc       TA       TA           No
## 603           0        Gd        TA      PConc       Gd       TA           Mn
## 604           0        Gd        TA      PConc       Gd       TA           No
## 605          99        Gd        TA      PConc       Gd       TA           Mn
## 606         176        TA        TA     CBlock       TA       TA           No
## 607           0        TA        Gd      PConc       Gd       TA           No
## 608           0        TA        Gd     CBlock       TA       Gd           No
## 609           0        TA        TA      PConc       Gd       TA           Mn
## 610         192        TA        Fa     CBlock       TA       TA           Mn
## 611         204        Gd        TA      PConc       Ex       TA           Mn
## 612         233        TA        TA     CBlock       Gd       TA           Av
## 613         108        Gd        TA      PConc       Gd       TA           Av
## 614           0        TA        TA      PConc       Gd       TA           No
## 615           0        TA        TA     CBlock       Gd       TA           Av
## 616         156        TA        Gd      PConc       TA       TA           Gd
## 617           0        Gd        TA      PConc       Gd       TA           No
## 618           0        TA        TA     CBlock       TA       TA           No
## 619         452        Ex        TA      PConc       Ex       TA           Av
## 620         226        Gd        TA      PConc       Gd       TA           Gd
## 621           0        TA        TA     BrkTil       TA       TA           No
## 622           0        TA        TA     CBlock       TA       TA           No
## 623         153        TA        TA     CBlock       TA       TA           No
## 624         513        Gd        TA      PConc       Gd       TA           No
## 625         288        TA        TA     CBlock       TA       TA           No
## 626         261        TA        TA     CBlock       TA       TA           No
## 627           0        TA        TA     CBlock       TA       TA           No
## 628         164        TA        TA     CBlock       TA       TA           Av
## 629         192        TA        TA      PConc       Gd       TA           Av
## 630         259        TA        TA     CBlock       TA       TA           Gd
## 631           0        TA        TA     BrkTil       Fa       Fa           No
## 632         108        Gd        TA      PConc       Gd       Gd           Mn
## 633         209        TA        Gd     CBlock       TA       TA           No
## 634           0        TA        TA     CBlock       TA       TA           No
## 635           0        TA        TA     CBlock       TA       TA           No
## 636           0        Fa        TA     CBlock       TA       Fa           No
## 637           0        Fa        Fa     BrkTil       TA       Fa           No
## 638           0        TA        TA     CBlock       TA       TA           No
## 639           0        TA        TA     CBlock       Fa       TA           No
## 640           0        Gd        TA      PConc       Gd       Gd           Av
## 641         472        Ex        TA      PConc       Ex       TA           Gd
## 642           0        Gd        TA      PConc       Gd       TA           No
## 643           0        Gd        TA     CBlock       Gd       TA           Gd
## 644         263        TA        TA     CBlock       TA       TA           No
## 645         162        Ex        TA      PConc       Ex       TA           Mn
## 646           0        TA        TA     CBlock       TA       TA           No
## 647           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 648         216        TA        TA     CBlock       TA       TA           Mn
## 649         351        TA        TA     CBlock       TA       TA           No
## 650           0        TA        TA     CBlock       Gd       TA           Av
## 651          NA        Gd        TA      PConc       Gd       TA           No
## 652           0        TA        TA     CBlock       TA       TA           Mn
## 653           0        Gd        TA      PConc       Gd       TA           No
## 654           0        TA        TA     CBlock       TA       TA           No
## 655         660        Gd        Gd      PConc       Gd       TA           Gd
## 656         381        TA        TA     CBlock       TA       TA           No
## 657          54        Gd        TA     CBlock       TA       TA           No
## 658           0        TA        Fa     BrkTil       Gd       TA           No
## 659           0        TA        TA     CBlock       TA       TA           No
## 660           0        TA        Gd      PConc       TA       TA           No
## 661         233        TA        TA     CBlock       Gd       TA           No
## 662         528        Gd        TA      PConc       Gd       Gd           No
## 663         216        TA        TA     CBlock       Fa       Fa           No
## 664           0        TA        TA     CBlock       Gd       TA           Av
## 665           0        Gd        TA      PConc       Ex       TA           Mn
## 666          40        Gd        TA      PConc       Gd       TA           No
## 667         113        TA        Gd     CBlock       Gd       TA           No
## 668         258        TA        TA      PConc       Gd       TA           No
## 669           0        TA        TA     CBlock       TA       TA           No
## 670           0        TA        TA     BrkTil       Fa       TA           No
## 671           0        Gd        TA      PConc       Gd       TA           No
## 672           0        TA        Gd     BrkTil       TA       TA           No
## 673           0        Gd        TA     CBlock       Gd       TA           No
## 674         106        TA        TA      PConc       TA       TA           No
## 675           0        TA        TA     CBlock       TA       TA           No
## 676           0        TA        TA     CBlock       TA       TA           No
## 677           0        TA        TA     BrkTil       TA       Fa           No
## 678           0        Gd        TA     BrkTil       TA       TA           No
## 679         464        Gd        TA      PConc       Ex       TA           Mn
## 680          57        TA        TA     CBlock       TA       TA           No
## 681           0        TA        TA     CBlock       Gd       TA           No
## 682           0        TA        TA     BrkTil       TA       TA           No
## 683           0        TA        TA      PConc       Gd       TA           Mn
## 684         215        Gd        TA      PConc       Gd       TA           Av
## 685          30        Gd        TA      PConc       Gd       TA           No
## 686           0        Gd        TA     CBlock       Gd       TA           Mn
## 687           0        Gd        TA      PConc       Gd       TA           No
## 688           0        Gd        TA      PConc       Gd       TA           No
## 689           0        Gd        TA      PConc       Gd       TA           Av
## 690         256        Gd        TA      PConc       Gd       TA           Av
## 691         147        Gd        TA      PConc       Gd       TA           Gd
## 692        1170        Ex        TA      PConc       Ex       TA           Gd
## 693         293        Gd        TA      PConc       Gd       TA           Gd
## 694           0        TA        TA     BrkTil       TA       TA           No
## 695           0        TA        Fa     BrkTil       TA       TA           No
## 696          72        TA        TA     CBlock       Gd       Gd           No
## 697           0        TA        TA     CBlock       TA       TA           No
## 698           0        TA        TA      PConc       Ex       Gd           Mn
## 699           0        TA        Gd     CBlock       TA       TA           No
## 700           0        Gd        TA      PConc       Gd       TA           Mn
## 701         630        Gd        TA      PConc       Ex       TA           Gd
## 702         168        TA        TA     CBlock       TA       TA           No
## 703         466        Ex        TA      PConc       Ex       Gd           No
## 704           0        TA        Gd     BrkTil       Gd       TA           No
## 705         109        Gd        TA      PConc       Gd       TA           Av
## 706           0        Fa        Fa       Slab     <NA>     <NA>         <NA>
## 707         351        TA        TA     CBlock       Gd       TA           Gd
## 708         176        Gd        TA      PConc       Gd       TA           No
## 709           0        Gd        TA      PConc       Gd       TA           Av
## 710          41        TA        TA      PConc       TA       TA           No
## 711           0        Gd        TA     CBlock       TA       TA           No
## 712           0        TA        TA      Stone       TA       TA           Mn
## 713           0        Gd        TA      PConc       Gd       TA           Mn
## 714         160        TA        TA     CBlock       TA       TA           Av
## 715         289        Gd        TA     CBlock       TA       TA           No
## 716         174        TA        TA     CBlock       Gd       TA           No
## 717           0        TA        Gd     BrkTil       TA       TA           No
## 718           0        TA        TA     CBlock       Gd       TA           No
## 719         651        Gd        TA      PConc       Gd       TA           Gd
## 720           0        TA        TA     CBlock       Gd       TA           Gd
## 721           0        Gd        TA      PConc       Gd       TA           Gd
## 722         169        Gd        TA      PConc       Gd       TA           Av
## 723           0        TA        Gd     CBlock       TA       TA           No
## 724           0        TA        TA      PConc       TA       TA           No
## 725         340        Ex        TA      PConc       Ex       TA           No
## 726           0        TA        TA     CBlock       TA       TA           No
## 727         260        Gd        Gd     CBlock       Gd       TA           No
## 728          82        Gd        TA      PConc       Gd       TA           Av
## 729          95        TA        TA     CBlock       TA       TA           No
## 730           0        TA        TA     CBlock       TA       TA           No
## 731           0        Gd        TA      PConc       Gd       TA           No
## 732         442        Gd        TA      PConc       Ex       TA           Av
## 733         202        Gd        TA      PConc       Gd       TA           Av
## 734           0        TA        TA     CBlock       TA       TA           No
## 735           0        TA        TA      PConc       TA       TA           No
## 736           0        TA        TA     BrkTil       Gd       TA           Mn
## 737           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 738           0        Gd        TA      PConc       Gd       TA           No
## 739           0        TA        TA     CBlock       Gd       Gd           Gd
## 740           0        Gd        TA      PConc       Gd       TA           No
## 741           0        TA        Gd     BrkTil       Fa       Fa           No
## 742           0        TA        Gd     CBlock       TA       TA           Mn
## 743         108        TA        TA      PConc       Gd       TA           No
## 744           0        TA        TA     CBlock       Gd       TA           Av
## 745           0        Gd        TA      PConc       Gd       TA           No
## 746         289        Ex        Gd     CBlock       TA       Gd           No
## 747           0        Gd        TA      PConc       Gd       TA           No
## 748           0        Gd        TA      Stone       TA       Fa           No
## 749         338        Gd        TA      PConc       Gd       TA           No
## 750           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 751           0        TA        TA     BrkTil       TA       Fa           No
## 752           0        Gd        TA      PConc       Gd       TA           No
## 753           0        TA        Gd      PConc       Gd       TA           Gd
## 754         178        Gd        TA      PConc       Gd       TA           Mn
## 755           0        TA        TA     CBlock       TA       TA           No
## 756         894        TA        TA      PConc       Gd       TA           No
## 757           0        Gd        TA      PConc       Gd       TA           Av
## 758         328        TA        TA     CBlock       TA       TA           Mn
## 759         360        TA        TA      PConc       Gd       TA           No
## 760         513        Gd        TA      PConc       Gd       TA           Av
## 761           0        TA        TA     CBlock       TA       TA           No
## 762           0        TA        TA      PConc       TA       TA           Mn
## 763           0        TA        TA      PConc       Gd       TA           Mn
## 764         673        Gd        TA      PConc       Gd       TA           Mn
## 765           0        Gd        Gd      PConc       Gd       Gd           Av
## 766         284        Gd        TA      PConc       Gd       TA           No
## 767          42        TA        TA     CBlock       Gd       TA           No
## 768           0        TA        TA     CBlock       Gd       TA           Mn
## 769           0        Gd        TA      PConc       Gd       TA           No
## 770         603        Ex        TA      PConc       Gd       TA           Gd
## 771           0        TA        TA     CBlock       Gd       TA           Av
## 772           0        TA        TA     CBlock       Fa       Fa           No
## 773           0        TA        TA     CBlock       TA       TA           Av
## 774           1        TA        TA     CBlock       TA       TA           No
## 775         375        Gd        TA      PConc       Gd       TA           Av
## 776         320        TA        TA      PConc       Ex       TA           No
## 777         240        Gd        TA      PConc       Gd       TA           Av
## 778           0        TA        TA     CBlock       TA       TA           No
## 779         320        TA        TA       Slab     <NA>     <NA>         <NA>
## 780          90        TA        TA     CBlock       Gd       TA           Gd
## 781          38        TA        TA      PConc       Gd       Gd           No
## 782           0        Gd        Gd      PConc       Gd       TA           No
## 783           0        Gd        TA      PConc       Gd       TA           No
## 784         104        TA        Gd      PConc       Gd       TA           Av
## 785           0        TA        TA     CBlock       TA       TA           No
## 786           0        TA        TA     CBlock       TA       TA           No
## 787           0        TA        Gd      PConc       Fa       TA           No
## 788           0        Gd        TA      PConc       Gd       TA           No
## 789           0        TA        TA     CBlock       TA       TA           No
## 790         157        TA        TA     CBlock       TA       Fa           Gd
## 791          11        Gd        TA      PConc       Gd       TA           No
## 792           0        TA        TA      PConc       Gd       TA           Av
## 793           0        Gd        TA      PConc       Gd       TA           Av
## 794         140        Gd        TA      PConc       Gd       TA           Av
## 795           0        Gd        TA      PConc       Gd       TA           No
## 796         130        TA        TA     CBlock       Gd       TA           No
## 797         148        TA        TA     CBlock       TA       TA           No
## 798           0        TA        TA     CBlock       TA       TA           No
## 799         860        Ex        TA      PConc       Ex       TA           No
## 800         252        TA        TA     BrkTil       Gd       TA           No
## 801           0        TA        TA      PConc       Gd       TA           Gd
## 802           0        TA        TA     CBlock       TA       TA           No
## 803           0        Gd        TA      PConc       Gd       TA           Av
## 804         424        Ex        TA      PConc       Ex       TA           Gd
## 805           0        TA        TA     CBlock       TA       TA           No
## 806         256        Gd        TA      PConc       Gd       TA           No
## 807           0        TA        TA      PConc       TA       TA           Av
## 808           0        TA        TA     CBlock       TA       TA           Gd
## 809        1047        TA        TA     CBlock       TA       TA           Av
## 810           0        TA        TA      PConc       TA       TA           No
## 811          99        TA        TA     CBlock       TA       TA           No
## 812         169        Gd        TA      PConc       Gd       TA           Gd
## 813           0        Fa        TA     CBlock       TA       TA           Av
## 814         243        TA        TA     CBlock       TA       TA           No
## 815           0        TA        TA     BrkTil       TA       TA           No
## 816         442        TA        TA      PConc       Gd       TA           No
## 817           0        TA        TA     CBlock       TA       TA           No
## 818         148        Gd        TA      PConc       Gd       TA           No
## 819          80        TA        TA     CBlock       TA       TA           Av
## 820         128        Gd        TA      PConc       Gd       TA           Mn
## 821           0        Gd        TA      PConc       Gd       TA           No
## 822           0        Fa        TA     CBlock       Fa       TA           No
## 823           0        Gd        TA      PConc       Gd       TA           Gd
## 824           0        TA        TA     BrkTil       TA       TA           No
## 825           0        Gd        TA      PConc       Gd       Gd           No
## 826         816        Ex        TA      PConc       Ex       TA           Av
## 827           0        TA        TA     BrkTil       TA       TA           No
## 828           0        Gd        TA      PConc       Gd       TA           No
## 829           0        TA        TA      PConc       TA       Gd           Gd
## 830           0        Gd        TA      PConc       Gd       TA           No
## 831         387        TA        TA     CBlock       TA       TA           No
## 832           0        TA        TA      PConc       Gd       TA           No
## 833         223        Gd        TA      PConc       Gd       TA           No
## 834         180        TA        TA     CBlock       TA       TA           No
## 835         136        TA        TA     CBlock       TA       TA           No
## 836           0        TA        TA     CBlock       Gd       TA           No
## 837           0        TA        TA     BrkTil       TA       TA           No
## 838         158        TA        TA     CBlock       TA       TA           No
## 839           0        TA        TA      PConc       Gd       TA           No
## 840           0        TA        TA     CBlock       TA       TA           No
## 841           0        TA        TA     BrkTil       TA       TA           No
## 842           0        TA        TA      PConc       TA       TA           No
## 843         183        TA        TA     CBlock       TA       TA           Gd
## 844           0        TA        TA     CBlock       TA       TA           No
## 845           0        TA        TA     BrkTil       TA       TA           Mn
## 846           0        TA        TA     CBlock       Gd       TA           Gd
## 847         137        Gd        TA      PConc       Gd       TA           No
## 848           0        TA        TA     CBlock       TA       TA           Av
## 849           0        TA        TA     BrkTil       TA       TA           No
## 850         360        Gd        Gd     CBlock       TA       TA           No
## 851         170        Gd        TA      PConc       Gd       TA           Av
## 852          40        Gd        TA      PConc       Gd       TA           Gd
## 853           0        TA        Gd     CBlock       TA       TA           No
## 854         115        TA        Gd     CBlock       TA       TA           Gd
## 855           0        TA        TA     CBlock       TA       TA           Mn
## 856           0        TA        Gd     CBlock       TA       TA           No
## 857           0        TA        TA     CBlock       Gd       Gd           Gd
## 858           0        TA        TA      PConc       Gd       TA           No
## 859         189        TA        TA     CBlock       Gd       TA           No
## 860         220        TA        TA     CBlock       TA       TA           Mn
## 861           0        Gd        TA     BrkTil       TA       TA           No
## 862           0        TA        TA      PConc       TA       TA           Mn
## 863           0        TA        TA      PConc       Gd       TA           No
## 864           0        TA        TA     CBlock       TA       TA           No
## 865           0        Gd        TA      PConc       Ex       TA           No
## 866          76        TA        TA     CBlock       TA       TA           No
## 867         274        Gd        TA      PConc       Gd       TA           Av
## 868           0        TA        TA     CBlock       TA       TA           No
## 869           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 870         246        Gd        TA      PConc       Gd       TA           No
## 871           0        TA        TA     CBlock       TA       TA           No
## 872         116        TA        TA      PConc       Gd       TA           No
## 873           0        Gd        TA      Stone       TA       TA           Av
## 874           0        Gd        TA     CBlock       TA       TA           No
## 875           0        TA        TA     CBlock       TA       TA           No
## 876           0        Gd        TA      PConc       Gd       TA           Av
## 877           0        TA        TA      PConc       TA       TA           Gd
## 878         216        Gd        TA      PConc       Ex       TA           No
## 879           0        TA        TA     CBlock       TA       TA           Av
## 880          90        Gd        Gd     CBlock       TA       TA           No
## 881           0        TA        TA      PConc       Ex       Gd           No
## 882         117        Gd        Gd     CBlock       Gd       TA           Mn
## 883           0        TA        TA      PConc       Gd       TA           No
## 884           0        Gd        TA      PConc       TA       Fa           No
## 885          60        TA        TA     CBlock       TA       TA           No
## 886          60        Gd        TA      PConc       Ex       TA           Av
## 887         122        TA        TA     CBlock       TA       TA           No
## 888           0        TA        Gd      PConc       TA       TA           No
## 889           0        Gd        Gd      PConc       TA       Gd           Gd
## 890          90        TA        TA     CBlock       TA       TA           No
## 891           0        TA        Gd     CBlock       TA       TA           Mn
## 892          92        TA        TA     CBlock       TA       TA           No
## 893           0        TA        TA     CBlock       TA       TA           No
## 894           0        TA        TA      PConc       Gd       TA           Mn
## 895           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 896         415        TA        TA     CBlock       TA       TA           No
## 897           0        TA        TA     BrkTil       TA       TA           No
## 898           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 899         760        Ex        TA      PConc       Ex       TA           Gd
## 900           0        TA        TA     CBlock       TA       TA           No
## 901           0        TA        TA     CBlock       TA       TA           No
## 902           0        TA        Gd     CBlock       TA       TA           Mn
## 903           0        Gd        TA      PConc       Gd       TA           No
## 904          27        Gd        TA      PConc       Gd       TA           No
## 905          75        TA        TA     CBlock       TA       TA           No
## 906         110        TA        TA     CBlock       TA       TA           No
## 907         208        Gd        TA      PConc       Gd       TA           No
## 908           0        Gd        TA     CBlock       Gd       TA           No
## 909           0        TA        TA     CBlock       Gd       TA           Av
## 910           0        Gd        TA      PConc       Gd       TA           No
## 911         361        TA        TA     CBlock       TA       TA           No
## 912           0        TA        TA     CBlock       Gd       Gd           Av
## 913           0        TA        TA     BrkTil       TA       TA           No
## 914           0        TA        TA     CBlock       TA       TA           No
## 915          76        Gd        TA      PConc       Gd       TA           Av
## 916          80        TA        TA     CBlock       TA       TA           No
## 917           0        TA        TA     CBlock       TA       TA           Av
## 918           0        TA        TA     CBlock       TA       TA           No
## 919           0        Gd        TA      PConc       Ex       TA           Mn
## 920           0        Ex        TA     CBlock       Gd       TA           No
## 921         105        Gd        Gd      PConc       Gd       Gd           No
## 922           0        TA        TA     CBlock       TA       TA           No
## 923           0        Gd        TA      PConc       Gd       TA           No
## 924           0        Gd        TA      PConc       Gd       TA           No
## 925         157        TA        Gd     CBlock       Gd       TA           No
## 926           0        TA        TA      PConc       Gd       TA           Av
## 927         340        Gd        TA      PConc       Gd       TA           No
## 928         342        TA        TA     CBlock       TA       TA           No
## 929           0        Gd        TA      PConc       Gd       TA           Av
## 930         285        TA        TA      PConc       Gd       TA           No
## 931           0        Gd        TA      PConc       Gd       TA           Av
## 932           0        TA        TA     CBlock       TA       TA           No
## 933         302        Ex        TA      PConc       Ex       Gd           No
## 934         210        Gd        TA      PConc       Gd       TA           Av
## 935           0        TA        TA     CBlock       Gd       TA           Gd
## 936         108        TA        Gd      PConc       Fa       TA           Mn
## 937          NA        Gd        TA      PConc       Gd       TA           No
## 938           0        Gd        TA      PConc       Gd       TA           Mn
## 939           0        Gd        TA      PConc       Gd       Gd           Mn
## 940           0        TA        Gd     CBlock       TA       TA           Mn
## 941           0        TA        TA     CBlock       TA       TA           Gd
## 942         298        Gd        TA      PConc       Gd       TA           No
## 943           0        TA        TA      PConc       Gd       TA           Gd
## 944           0        TA        TA     CBlock       TA       TA           Av
## 945         541        TA        TA     CBlock       TA       TA           No
## 946           0        TA        TA     BrkTil       TA       TA           No
## 947         128        TA        Gd     CBlock       TA       TA           Av
## 948         236        Gd        TA      PConc       Gd       TA           Av
## 949         144        Gd        TA      PConc       Gd       TA         <NA>
## 950           0        TA        TA     CBlock       TA       TA           No
## 951           0        TA        TA     CBlock       TA       TA           No
## 952           0        TA        TA     CBlock       TA       TA           No
## 953           0        TA        Gd     CBlock       Gd       TA           Av
## 954         232        TA        TA     CBlock       TA       TA           Av
## 955         250        TA        TA     CBlock       Gd       Gd           Gd
## 956         423        TA        TA     CBlock       Gd       TA           No
## 957           0        TA        TA     CBlock       Gd       TA           No
## 958           0        TA        TA     CBlock       TA       TA           No
## 959           0        Gd        TA      PConc       Gd       TA           Mn
## 960           0        Gd        TA      PConc       Gd       TA           No
## 961           0        TA        Gd     CBlock       TA       TA           Gd
## 962         424        TA        Gd     CBlock       Gd       Gd           No
## 963           0        TA        TA     CBlock       Gd       TA           No
## 964           0        Gd        TA      PConc       Ex       TA           No
## 965          44        Gd        TA      PConc       Gd       TA           No
## 966           0        Gd        TA      PConc       Gd       TA           No
## 967           0        Gd        Gd     BrkTil       TA       Fa           No
## 968         151        TA        TA     CBlock       TA       TA           No
## 969           0        TA        TA     BrkTil       TA       TA           No
## 970         105        TA        Fa     CBlock       TA       TA           Gd
## 971           0        TA        TA     CBlock       TA       TA           No
## 972         106        Gd        TA      PConc       Gd       TA           No
## 973           0        TA        TA     CBlock       Gd       TA           No
## 974          NA        Gd        TA      PConc       Gd       TA           No
## 975           0        TA        Gd     BrkTil       Gd       TA           No
## 976           0        Gd        TA      PConc       Gd       TA           No
## 977           0        TA        TA      PConc       Gd       TA           No
## 978          NA        Gd        TA      PConc       Gd       TA           No
## 979           0        TA        TA     CBlock       TA       TA           No
## 980           0        TA        TA      PConc       TA       TA           No
## 981         210        Ex        TA     CBlock       TA       TA           Av
## 982         975        Gd        TA      PConc       Gd       TA           No
## 983          16        Gd        TA      PConc       Gd       TA           Av
## 984           0        Gd        TA      PConc       Gd       TA           Mn
## 985           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 986           0        TA        TA     CBlock       TA       TA           No
## 987           0        TA        Gd     CBlock       TA       Fa           No
## 988         450        Ex        TA      PConc       Ex       TA           Av
## 989         298        TA        TA     CBlock       TA       TA           No
## 990           0        Gd        TA      PConc       Gd       Gd           No
## 991         423        Gd        TA      PConc       Gd       TA           No
## 992           0        Gd        Gd     BrkTil       TA       TA           No
## 993         340        TA        TA     CBlock       TA       TA           Gd
## 994           0        TA        TA      PConc       Gd       TA           No
## 995         230        Ex        TA      PConc       Ex       TA           Gd
## 996           0        TA        TA     CBlock       TA       TA           No
## 997           0        TA        TA     CBlock       TA       TA           No
## 998         571        TA        TA     CBlock       TA       TA           No
## 999           0        TA        TA     BrkTil       TA       Fa           No
## 1000         24        Gd        TA      PConc       Gd       TA           Av
## 1001          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1002          0        TA        TA     BrkTil       Fa       TA           No
## 1003         53        Gd        TA      PConc       Gd       TA           No
## 1004        164        TA        TA     CBlock       TA       TA           No
## 1005         16        Gd        TA      PConc       Gd       TA           No
## 1006        220        Gd        TA     CBlock       Gd       Gd           Av
## 1007          0        TA        TA     CBlock       Gd       TA           No
## 1008          0        TA        TA     CBlock       TA       TA           No
## 1009        108        Gd        TA      PConc       Ex       TA           Mn
## 1010          0        TA        Fa     BrkTil       TA       TA           No
## 1011          0        TA        TA     CBlock       TA       TA           No
## 1012          0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 1013          0        TA        Gd      PConc       TA       Fa           No
## 1014          0        TA        TA     BrkTil       TA       TA           No
## 1015        206        TA        TA     CBlock       TA       Fa           No
## 1016          0        Gd        TA      PConc       Gd       TA           No
## 1017        196        Gd        TA      PConc       Gd       TA           Gd
## 1018          0        Gd        TA     CBlock       Gd       TA           Av
## 1019         76        Gd        TA      PConc       Gd       TA           No
## 1020        145        Gd        TA      PConc       Gd       TA           Gd
## 1021          0        TA        TA      PConc       Gd       TA           No
## 1022         84        Gd        TA      PConc       Gd       TA           Av
## 1023          0        TA        TA     CBlock       TA       TA           No
## 1024         14        Gd        TA      PConc       Gd       Gd           No
## 1025          0        Gd        TA     CBlock       Gd       TA           Av
## 1026          0        TA        TA     CBlock       TA       TA           No
## 1027        324        TA        TA     CBlock       TA       TA           No
## 1028        338        Gd        TA      PConc       Gd       TA           Gd
## 1029          0        TA        TA     CBlock       TA       TA           No
## 1030        281        TA        TA     CBlock       TA       TA           No
## 1031          0        TA        TA      PConc       TA       TA           Mn
## 1032          0        TA        TA     BrkTil       TA       TA           No
## 1033          0        Gd        Gd      PConc       Gd       Gd           No
## 1034        295        Gd        TA      PConc       Gd       TA           No
## 1035          0        TA        Gd      PConc       Fa       Fa           No
## 1036          0        TA        Gd       Slab     <NA>     <NA>         <NA>
## 1037         70        Gd        TA      PConc       Ex       TA           Gd
## 1038        396        Gd        TA      PConc       Gd       TA           No
## 1039          0        TA        TA     CBlock       TA       TA           No
## 1040          0        TA        TA     CBlock       Gd       TA           Av
## 1041         67        TA        TA     CBlock       TA       TA           No
## 1042        252        TA        TA     CBlock       TA       TA           No
## 1043        135        Gd        TA      PConc       Gd       TA           Av
## 1044         99        TA        TA      PConc       Gd       TA           No
## 1045          0        Gd        TA      PConc       Gd       TA           No
## 1046          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1047        208        Gd        TA      PConc       Ex       TA           Av
## 1048          0        TA        TA      PConc       Gd       TA           No
## 1049         75        TA        Fa       Slab     <NA>     <NA>         <NA>
## 1050          0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 1051          0        Gd        TA      PConc       Gd       TA           Av
## 1052          0        Gd        TA      PConc       Gd       TA           Av
## 1053        272        TA        TA     CBlock       TA       TA           No
## 1054        145        TA        TA     CBlock       TA       TA           Av
## 1055        210        Gd        TA      PConc       Gd       TA           Mn
## 1056        160        TA        TA     CBlock       Gd       TA           No
## 1057        240        Gd        TA      PConc       Gd       TA           Av
## 1058          0        Gd        TA      PConc       Gd       TA           No
## 1059        154        Ex        TA      PConc       Ex       TA           Av
## 1060        480        TA        TA     CBlock       TA       TA           Mn
## 1061          0        Gd        TA      PConc       Gd       TA           Mn
## 1062          0        Fa        TA     CBlock       TA       TA           No
## 1063          0        TA        TA     BrkTil       TA       TA           No
## 1064          0        TA        Gd     BrkTil       TA       TA           No
## 1065        200        TA        TA     CBlock       TA       TA           Mn
## 1066          0        Gd        TA      PConc       Ex       TA           Gd
## 1067          0        Gd        TA      PConc       Gd       TA           No
## 1068        360        TA        TA     CBlock       TA       TA           Gd
## 1069          0        TA        TA     CBlock       Gd       TA           No
## 1070          0        TA        TA     CBlock       TA       TA           No
## 1071        120        TA        TA     CBlock       TA       TA           No
## 1072          0        TA        TA     CBlock       TA       TA           No
## 1073          0        TA        TA     CBlock       Fa       Fa           Mn
## 1074        140        TA        TA     CBlock       TA       TA           No
## 1075          0        Gd        TA      PConc       Gd       TA           Av
## 1076          0        TA        TA     CBlock       TA       TA           No
## 1077          0        TA        TA     CBlock       Fa       TA           No
## 1078          0        TA        TA     CBlock       TA       TA           Mn
## 1079        169        Gd        TA      PConc       Gd       TA           Mn
## 1080          0        TA        TA      PConc       Gd       TA           No
## 1081        144        Gd        Gd     CBlock       TA       TA           No
## 1082          0        TA        TA     CBlock       TA       TA           No
## 1083        100        Gd        TA      PConc       Gd       TA           No
## 1084        425        TA        TA     CBlock       TA       TA           No
## 1085          0        TA        TA      PConc       Gd       TA           No
## 1086          0        TA        TA      PConc       Gd       TA           Av
## 1087          0        TA        TA     CBlock       TA       TA           No
## 1088          0        Gd        TA      PConc       Gd       TA           Mn
## 1089         50        Gd        TA      PConc       Gd       TA           No
## 1090          0        Gd        TA      PConc       Gd       TA           No
## 1091          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1092        212        Gd        TA      PConc       Gd       TA           No
## 1093          0        TA        TA      PConc       TA       TA           No
## 1094        166        TA        TA     CBlock       TA       TA           Mn
## 1095          0        TA        TA     CBlock       TA       TA           No
## 1096          0        Gd        TA      PConc       Gd       TA           No
## 1097          0        TA        TA      PConc       TA       TA           No
## 1098          0        Gd        TA     CBlock       Gd       TA           No
## 1099          0        TA        TA     BrkTil       TA       TA           No
## 1100        206        TA        TA     CBlock       Gd       TA           No
## 1101          0        TA        TA     CBlock       TA       Fa           No
## 1102          0        TA        TA     CBlock       TA       TA           No
## 1103         45        TA        TA     CBlock       TA       TA           No
## 1104          0        TA        TA     CBlock       TA       TA           Mn
## 1105        304        TA        TA     CBlock       TA       TA           No
## 1106        362        Gd        TA      PConc       Ex       TA           Av
## 1107          0        Gd        TA      PConc       Gd       TA           Mn
## 1108          0        Gd        TA      PConc       Ex       Gd           No
## 1109          0        TA        TA      PConc       Gd       TA           No
## 1110         42        Gd        TA      PConc       Ex       TA           Mn
## 1111          0        TA        TA      PConc       Gd       TA           No
## 1112        660        TA        TA     CBlock       TA       TA           No
## 1113          0        TA        TA     CBlock       TA       TA           No
## 1114          0        TA        TA     CBlock       TA       TA           No
## 1115          0        TA        Gd     CBlock       TA       TA           No
## 1116        328        Gd        TA      PConc       Ex       TA           No
## 1117          0        Gd        TA      PConc       Gd       TA           No
## 1118          0        TA        TA     CBlock       TA       TA           No
## 1119          0        TA        Gd     CBlock       TA       TA           No
## 1120          0        TA        TA     CBlock       TA       TA           No
## 1121          0        TA        TA     BrkTil       TA       TA           No
## 1122        196        Gd        TA      PConc       Gd       TA           Av
## 1123          0        TA        TA     CBlock       TA       TA           No
## 1124          0        TA        Ex     CBlock       TA       TA           No
## 1125        170        TA        TA      PConc       Gd       TA           No
## 1126          0        TA        TA     CBlock       TA       TA           No
## 1127        130        Gd        TA      PConc       Gd       TA           No
## 1128          0        Gd        TA      PConc       Gd       TA           Av
## 1129          0        Gd        TA      PConc       Gd       TA           Av
## 1130        180        TA        TA     CBlock       Gd       TA           Gd
## 1131          0        TA        TA     BrkTil       TA       TA           No
## 1132          0        TA        TA      PConc       Gd       TA           Mn
## 1133          0        TA        TA     BrkTil       TA       TA           Mn
## 1134          0        Gd        TA      PConc       Gd       TA           No
## 1135          0        TA        TA      PConc       Gd       TA           Av
## 1136          0        TA        TA     BrkTil       TA       TA           No
## 1137          0        TA        TA     CBlock       TA       TA           No
## 1138          0        TA        Gd     CBlock       TA       TA           No
## 1139          0        TA        TA      PConc       TA       TA           Gd
## 1140          0        TA        Fa     BrkTil       TA       TA           No
## 1141          0        TA        TA     CBlock       TA       TA           Mn
## 1142         44        TA        Gd     CBlock       TA       TA           No
## 1143        340        Gd        TA      PConc       Ex       TA           Gd
## 1144          0        TA        TA     CBlock       TA       TA           No
## 1145          0        TA        Fa     BrkTil       Gd       TA           No
## 1146          0        TA        TA     BrkTil       TA       TA           No
## 1147         85        Gd        TA     CBlock       Gd       TA           No
## 1148          0        TA        TA     CBlock       TA       TA           No
## 1149          0        TA        TA      PConc       TA       TA           No
## 1150          0        TA        Gd      PConc       TA       TA           No
## 1151          0        TA        TA     CBlock       TA       TA           No
## 1152        132        TA        TA     CBlock       TA       TA           No
## 1153          0        TA        TA      PConc       TA       TA           No
## 1154          0        Gd        Gd     BrkTil       TA       TA           Av
## 1155        288        TA        TA     CBlock       TA       TA           Gd
## 1156          0        Gd        Gd     CBlock       Gd       TA           Gd
## 1157          0        TA        Gd      PConc       TA       TA           Gd
## 1158        166        Gd        TA      PConc       Gd       TA           No
## 1159        186        Gd        TA      PConc       Gd       TA           No
## 1160        270        Gd        TA     CBlock       TA       TA           No
## 1161          0        TA        TA     CBlock       Gd       TA           No
## 1162         72        Gd        TA     CBlock       TA       TA           No
## 1163          0        TA        TA     CBlock       Gd       TA           No
## 1164          0        TA        TA     CBlock       Gd       TA           Av
## 1165          0        TA        TA      PConc       Gd       TA           Gd
## 1166        268        Gd        TA      PConc       Gd       TA           No
## 1167         72        Gd        TA      PConc       Gd       TA           Av
## 1168          0        TA        TA      PConc       Gd       TA           No
## 1169          0        TA        TA     CBlock       TA       TA           No
## 1170       1378        Gd        Gd      PConc       Ex       TA           Gd
## 1171          0        TA        TA     CBlock       TA       TA           Av
## 1172          0        TA        TA     CBlock       TA       TA           No
## 1173          0        Gd        TA      PConc       Gd       TA           No
## 1174          0        TA        TA     CBlock       TA       TA           No
## 1175          0        TA        TA     BrkTil       Gd       TA           No
## 1176        337        Gd        TA      PConc       Gd       TA           No
## 1177          0        TA        TA     CBlock       TA       TA           No
## 1178          0        TA        TA     CBlock       TA       TA           No
## 1179          0        TA        TA     BrkTil       TA       TA           No
## 1180          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1181          0        TA        TA       Wood       Gd       TA           No
## 1182        186        Ex        TA      PConc       Ex       TA           Gd
## 1183          0        Gd        TA      PConc       Ex       TA           Av
## 1184          0        TA        TA     BrkTil       TA       TA           No
## 1185        226        TA        TA     CBlock       TA       TA           Gd
## 1186          0        TA        Gd     BrkTil       TA       TA           No
## 1187          0        TA        TA     CBlock       Fa       TA           Mn
## 1188          0        Gd        TA      PConc       Gd       TA           No
## 1189         95        Gd        TA      PConc       Gd       TA           No
## 1190          0        TA        TA      PConc       TA       TA           No
## 1191        149        TA        Gd     CBlock       TA       TA           Av
## 1192        456        Gd        TA      PConc       Gd       TA           No
## 1193          0        TA        TA      PConc       TA       TA           Mn
## 1194        425        TA        TA      PConc       Ex       TA           No
## 1195        143        TA        TA     CBlock       TA       TA           No
## 1196          0        TA        TA      PConc       Gd       TA           No
## 1197          0        Gd        TA      PConc       Gd       TA           Av
## 1198          0        TA        TA     BrkTil       TA       TA           No
## 1199          0        Gd        TA      PConc       Gd       TA           No
## 1200         51        TA        TA     CBlock       TA       TA           No
## 1201          0        TA        TA     CBlock       TA       TA           No
## 1202          0        TA        TA      PConc       Gd       TA           Av
## 1203          0        TA        TA     BrkTil       TA       TA           No
## 1204        171        Gd        TA      PConc       Gd       TA           No
## 1205          0        TA        TA     CBlock       Gd       TA           No
## 1206        234        Gd        TA     CBlock       Gd       TA           Mn
## 1207          0        TA        TA     CBlock       TA       TA           No
## 1208        120        Gd        TA      PConc       Gd       TA           Av
## 1209          0        TA        Gd     CBlock       TA       TA           No
## 1210        420        Gd        TA      PConc       Ex       TA           Mn
## 1211          0        Gd        TA      PConc       Gd       TA           No
## 1212          0        Gd        TA       Wood       Gd       TA           Av
## 1213          0        TA        TA     CBlock       TA       TA           No
## 1214          0        TA        Gd     CBlock       TA       Gd           Av
## 1215          0        TA        TA     CBlock       TA       TA           Av
## 1216          0        TA        TA     CBlock       TA       TA           No
## 1217          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1218         72        Gd        TA      PConc       Gd       TA           Mn
## 1219          0        TA        TA       Slab     <NA>     <NA>         <NA>
##      BsmtFinType1 BsmtFinSF1 BsmtFinType2 BsmtFinSF2 BsmtUnfSF TotalBsmtSF
## 1             GLQ        706          Unf          0       150         856
## 2             ALQ        978          Unf          0       284        1262
## 3             GLQ        486          Unf          0       434         920
## 4             ALQ        216          Unf          0       540         756
## 5             GLQ        655          Unf          0       490        1145
## 6             GLQ        732          Unf          0        64         796
## 7             GLQ       1369          Unf          0       317        1686
## 8             ALQ        859          BLQ         32       216        1107
## 9             Unf          0          Unf          0       952         952
## 10            GLQ        851          Unf          0       140         991
## 11            Rec        906          Unf          0       134        1040
## 12            GLQ        998          Unf          0       177        1175
## 13            ALQ        737          Unf          0       175         912
## 14            Unf          0          Unf          0      1494        1494
## 15            BLQ        733          Unf          0       520        1253
## 16            Unf          0          Unf          0       832         832
## 17            ALQ        578          Unf          0       426        1004
## 18           <NA>          0         <NA>          0         0           0
## 19            GLQ        646          Unf          0       468        1114
## 20            LwQ        504          Unf          0       525        1029
## 21            Unf          0          Unf          0      1158        1158
## 22            Unf          0          Unf          0       637         637
## 23            Unf          0          Unf          0      1777        1777
## 24            GLQ        840          Unf          0       200        1040
## 25            Rec        188          ALQ        668       204        1060
## 26            Unf          0          Unf          0      1566        1566
## 27            BLQ        234          Rec        486       180         900
## 28            GLQ       1218          Unf          0       486        1704
## 29            BLQ       1277          Unf          0       207        1484
## 30            Unf          0          Unf          0       520         520
## 31            Unf          0          Unf          0       649         649
## 32            Unf          0          Unf          0      1228        1228
## 33            Unf          0          Unf          0      1234        1234
## 34            Rec       1018          Unf          0       380        1398
## 35            GLQ       1153          Unf          0       408        1561
## 36            Unf          0          Unf          0      1117        1117
## 37            Unf          0          Unf          0      1097        1097
## 38            Rec       1213          Unf          0        84        1297
## 39            GLQ        731          Unf          0       326        1057
## 40           <NA>          0         <NA>          0         0           0
## 41            Rec        643          Unf          0       445        1088
## 42            BLQ        967          Unf          0       383        1350
## 43            ALQ        747          LwQ         93         0         840
## 44            LwQ        280          BLQ        491       167         938
## 45            ALQ        179          BLQ        506       465        1150
## 46            GLQ        456          Unf          0      1296        1752
## 47            GLQ       1351          Unf          0        83        1434
## 48            GLQ         24          Unf          0      1632        1656
## 49            Unf          0          Unf          0       736         736
## 50            BLQ        763          Unf          0       192         955
## 51            GLQ        182          Unf          0       612         794
## 52            Unf          0          Unf          0       816         816
## 53            LwQ        104          GLQ        712         0         816
## 54            GLQ       1810          Unf          0        32        1842
## 55            ALQ        384          Unf          0         0         384
## 56            BLQ        490          Unf          0       935        1425
## 57            GLQ        649          Unf          0       321         970
## 58            Unf          0          Unf          0       860         860
## 59            Unf          0          Unf          0      1410        1410
## 60            ALQ        632          Unf          0       148         780
## 61            ALQ        941          Unf          0       217        1158
## 62            Unf          0          Unf          0       530         530
## 63            GLQ         24          Unf          0      1346        1370
## 64            Unf          0          Unf          0       576         576
## 65            GLQ        739          Unf          0       318        1057
## 66            Unf          0          Unf          0      1143        1143
## 67            GLQ        912          Unf          0      1035        1947
## 68            GLQ       1013          Unf          0       440        1453
## 69            Unf          0          Unf          0       747         747
## 70            BLQ        603          Unf          0       701        1304
## 71            ALQ       1880          Unf          0       343        2223
## 72            ALQ        565          Unf          0       280         845
## 73            Unf          0          Unf          0       832         832
## 74            ALQ        320          BLQ        362       404        1086
## 75            Unf          0          Unf          0       840         840
## 76            GLQ        462          Unf          0         0         462
## 77            ALQ        228          Unf          0       724         952
## 78            BLQ        336          GLQ         41       295         672
## 79            Unf          0          Unf          0      1768        1768
## 80            Unf          0          Unf          0       440         440
## 81            Rec        448          Unf          0       448         896
## 82            GLQ       1201          Unf          0        36        1237
## 83            GLQ         33          Unf          0      1530        1563
## 84            Unf          0          Unf          0      1065        1065
## 85            Unf          0          Unf          0       384         384
## 86            Unf          0          Unf          0      1288        1288
## 87            Unf          0          Unf          0       684         684
## 88            Unf          0          Unf          0       612         612
## 89            Unf          0          Unf          0      1013        1013
## 90            GLQ        588          Unf          0       402         990
## 91           <NA>          0         <NA>          0         0           0
## 92            Rec        600          Unf          0       635        1235
## 93            ALQ        713          Unf          0       163         876
## 94            Rec       1046          Unf          0       168        1214
## 95            GLQ        648          Unf          0       176         824
## 96            ALQ        310          Unf          0       370         680
## 97            ALQ       1162          Unf          0       426        1588
## 98            Rec        520          Unf          0       440         960
## 99            ALQ        108          Unf          0       350         458
## 100           ALQ        569          Unf          0       381         950
## 101           ALQ       1200          Unf          0       410        1610
## 102           Unf          0          Unf          0       741         741
## 103          <NA>          0         <NA>          0         0           0
## 104           Unf          0          Unf          0      1226        1226
## 105           LwQ        224          Unf          0       816        1040
## 106           Unf          0          Unf          0      1053        1053
## 107           Unf          0          Unf          0       641         641
## 108           ALQ        104          BLQ        169       516         789
## 109           Unf          0          Unf          0       793         793
## 110           BLQ        705          Unf          0      1139        1844
## 111           Rec        444          Unf          0       550         994
## 112           GLQ        250          Unf          0       134         384
## 113           GLQ        984          Unf          0       280        1264
## 114           ALQ         35          Rec        869       905        1809
## 115           ALQ        774          LwQ        150       104        1028
## 116           GLQ        419          Unf          0       310         729
## 117           LwQ        170          BLQ        670       252        1092
## 118           Unf          0          Unf          0      1125        1125
## 119           GLQ       1470          Unf          0       203        1673
## 120           Unf          0          Unf          0       728         728
## 121           ALQ        938          Unf          0         0         938
## 122           Unf          0          Unf          0       732         732
## 123           BLQ        570          Unf          0       510        1080
## 124           GLQ        300          Unf          0       899        1199
## 125           Unf          0          Unf          0      1362        1362
## 126           GLQ        490          Unf          0        30         520
## 127           ALQ        120          Unf          0       958        1078
## 128           LwQ        116          Unf          0       556         672
## 129           BLQ        512          Unf          0       148         660
## 130           Rec        567          BLQ         28       413        1008
## 131           Rec        445          Unf          0       479         924
## 132           GLQ        695          Unf          0       297         992
## 133           Rec        405          Unf          0       658        1063
## 134           GLQ       1005          Unf          0       262        1267
## 135           Rec        570          Unf          0       891        1461
## 136           Unf          0          Unf          0      1304        1304
## 137           BLQ        695          Unf          0       519        1214
## 138           Unf          0          Unf          0      1907        1907
## 139           GLQ        668          Unf          0       336        1004
## 140           GLQ        821          Unf          0       107         928
## 141           ALQ        432          Unf          0       432         864
## 142           GLQ       1300          Unf          0       434        1734
## 143           Rec        507          Unf          0       403         910
## 144           GLQ        679          Unf          0       811        1490
## 145           Rec       1332          Unf          0       396        1728
## 146           Unf          0          Unf          0       970         970
## 147           BLQ        209          Unf          0       506         715
## 148           Unf          0          Unf          0       884         884
## 149           GLQ        680          Unf          0       400        1080
## 150           Unf          0          Unf          0       896         896
## 151           BLQ        716          Unf          0       253         969
## 152           GLQ       1400          Unf          0       310        1710
## 153           Rec        416          Unf          0       409         825
## 154           BLQ        429          ALQ       1080        93        1602
## 155           Unf          0          Unf          0      1200        1200
## 156           Unf          0          Unf          0       572         572
## 157          <NA>          0         <NA>          0         0           0
## 158           Unf          0          Unf          0       774         774
## 159           GLQ        222          Unf          0       769         991
## 160           GLQ         57          Unf          0      1335        1392
## 161           BLQ        660          Unf          0       572        1232
## 162           GLQ       1016          Unf          0       556        1572
## 163           BLQ       1201          Unf          0       340        1541
## 164           Unf          0          Unf          0       882         882
## 165           LwQ        370          Unf          0       779        1149
## 166           ALQ        351          Rec        181       112         644
## 167           LwQ        379          BLQ        768       470        1617
## 168           GLQ       1288          Unf          0       294        1582
## 169           Unf          0          Unf          0       840         840
## 170           Unf          0          Unf          0      1686        1686
## 171           Rec        360          Unf          0       360         720
## 172           BLQ        639          Unf          0       441        1080
## 173           GLQ        495          Rec        215       354        1064
## 174           ALQ        288          Rec        374       700        1362
## 175           ALQ       1398          LwQ        208         0        1606
## 176           ALQ        477          Unf          0       725        1202
## 177           GLQ        831          Unf          0       320        1151
## 178           ALQ         57          BLQ        441       554        1052
## 179           GLQ       1904          Unf          0       312        2216
## 180           Unf          0          Unf          0       968         968
## 181           GLQ        436          Unf          0       320         756
## 182           LwQ        352          Unf          0       441         793
## 183          <NA>          0         <NA>          0         0           0
## 184           Unf          0          Unf          0      1362        1362
## 185           Unf          0          Unf          0       504         504
## 186           Unf          0          Unf          0      1107        1107
## 187           GLQ        611          Unf          0       577        1188
## 188           Unf          0          Unf          0       660         660
## 189           GLQ       1086          Unf          0         0        1086
## 190           GLQ       1153          Unf          0       440        1593
## 191           Rec        297          Unf          0       556         853
## 192           ALQ        626          Unf          0        99         725
## 193           GLQ        560          Unf          0       871        1431
## 194           Unf          0          Unf          0       970         970
## 195           ALQ        390          Unf          0       474         864
## 196           ALQ        566          Unf          0       289         855
## 197           GLQ       1126          Unf          0       600        1726
## 198           GLQ       1036          LwQ        184       140        1360
## 199           Unf          0          Unf          0       755         755
## 200           GLQ       1088          Unf          0       625        1713
## 201           Unf          0          Unf          0      1121        1121
## 202           ALQ        641          LwQ        279       276        1196
## 203           LwQ        617          Unf          0         0         617
## 204           GLQ        662          Unf          0       186         848
## 205           LwQ        312          Unf          0       408         720
## 206           Unf          0          Unf          0      1424        1424
## 207           Unf          0          Unf          0      1140        1140
## 208           ALQ        419          Rec        306       375        1100
## 209           GLQ       1065          Unf          0        92        1157
## 210           Rec        787          Unf          0       305        1092
## 211           Rec        468          Unf          0       396         864
## 212           GLQ         36          Unf          0      1176        1212
## 213           GLQ        822          Unf          0        78         900
## 214           ALQ        716          Unf          0       274         990
## 215           GLQ        378          Unf          0       311         689
## 216           BLQ        360          Unf          0       710        1070
## 217           GLQ        946          Unf          0       490        1436
## 218           Unf          0          Unf          0       686         686
## 219           BLQ        341          Unf          0       457         798
## 220           GLQ         16          Unf          0      1232        1248
## 221           Unf          0          Unf          0      1498        1498
## 222           Unf          0          Unf          0      1010        1010
## 223           ALQ        550          Unf          0       163         713
## 224           ALQ        524          LwQ        180       160         864
## 225           GLQ         56          Unf          0      2336        2392
## 226           Unf          0          Unf          0       630         630
## 227           GLQ        565          Unf          0       638        1203
## 228           Rec        321          Unf          0       162         483
## 229           ALQ        842          Unf          0        70         912
## 230           GLQ         16          Unf          0      1357        1373
## 231           Unf          0          Unf          0      1194        1194
## 232           GLQ        689          Unf          0       773        1462
## 233           Unf          0          Unf          0       483         483
## 234           LwQ        182          ALQ        712         0         894
## 235           GLQ        625          Unf          0       235         860
## 236           ALQ        358          Unf          0       125         483
## 237           GLQ         24          Unf          0      1390        1414
## 238           BLQ        402          Unf          0       594         996
## 239           Unf          0          Unf          0      1694        1694
## 240           LwQ         94          Unf          0       641         735
## 241           GLQ       1078          Unf          0       488        1566
## 242           ALQ        329          Unf          0       357         686
## 243           Unf          0          Unf          0       540         540
## 244           Unf          0          Unf          0       626         626
## 245           GLQ        695          Unf          0       253         948
## 246           GLQ        929          Unf          0       916        1845
## 247           Unf          0          Unf          0      1020        1020
## 248           Unf          0          Unf          0      1367        1367
## 249           Unf          0          Unf          0       840         840
## 250           Rec        697          Unf          0       747        1444
## 251           Unf          0          Unf          0       728         728
## 252           GLQ       1573          Unf          0         0        1573
## 253           Unf          0          Unf          0       798         798
## 254           LwQ        270          ALQ        580       452        1302
## 255           Rec        922          Unf          0       392        1314
## 256           Unf          0          Unf          0       975         975
## 257           Rec        503          Unf          0       361         864
## 258           GLQ       1334          Unf          0       270        1604
## 259           GLQ        361          Unf          0       602         963
## 260          <NA>          0         <NA>          0         0           0
## 261           Rec        672          ALQ        690         0        1362
## 262           Unf          0          Unf          0      1482        1482
## 263           ALQ        506          Unf          0         0         506
## 264           LwQ        234          ALQ        692         0         926
## 265           Unf          0          Unf          0       680         680
## 266           GLQ        588          LwQ        228       606        1422
## 267           GLQ        714          Unf          0        88         802
## 268           LwQ        378          Unf          0       342         720
## 269           ALQ        403          Rec        125       212         740
## 270           BLQ        751          Unf          0       392        1143
## 271           Unf          0          Unf          0      1095        1095
## 272           LwQ        226          GLQ       1063        96        1385
## 273           GLQ        524          Unf          0       628        1152
## 274           Rec        620          LwQ        620         0        1240
## 275           ALQ        546          Unf          0       270         816
## 276           Unf          0          Unf          0       952         952
## 277           Unf          0          Unf          0      1560        1560
## 278           LwQ        120          Unf          0       744         864
## 279           Unf          0          Unf          0      2121        2121
## 280           BLQ        392          Unf          0       768        1160
## 281           GLQ        421          Unf          0       386         807
## 282           GLQ        905          Unf          0       357        1262
## 283           GLQ        904          Unf          0       410        1314
## 284           Unf          0          Unf          0      1468        1468
## 285           GLQ        430          Unf          0      1145        1575
## 286           Unf          0          Unf          0       625         625
## 287           Rec        600          Unf          0       312         912
## 288           BLQ        614          Unf          0       244         858
## 289           BLQ        450          Unf          0       432         882
## 290           Unf          0          Unf          0       698         698
## 291           Unf          0          Unf          0      1079        1079
## 292           Rec        210          Unf          0       570         780
## 293           LwQ        292          Unf          0       476         768
## 294           ALQ        795          Unf          0         0         795
## 295           GLQ       1285          Unf          0       131        1416
## 296           GLQ        819          Unf          0       184        1003
## 297           BLQ        420          Unf          0       490         910
## 298           BLQ        649          Unf          0       326         975
## 299           ALQ        384          Rec        175       143         702
## 300           Unf          0          Unf          0      1092        1092
## 301           BLQ        841          Unf          0       324        1165
## 302           GLQ        281          Unf          0       747        1028
## 303           Unf          0          Unf          0      1541        1541
## 304           ALQ        894          Unf          0         0         894
## 305           Unf          0          Unf          0      1470        1470
## 306           GLQ       1464          Unf          0       536        2000
## 307           ALQ        700          Unf          0         0         700
## 308           Unf          0          Unf          0       319         319
## 309           BLQ        262          Unf          0       599         861
## 310           GLQ       1274          Unf          0       622        1896
## 311           ALQ        518          Unf          0       179         697
## 312           ALQ        680          Unf          0       292         972
## 313           Rec        507          Unf          0       286         793
## 314           ALQ       1236          Rec        820        80        2136
## 315           LwQ         16          Unf          0       712         728
## 316           GLQ        425          Unf          0       291         716
## 317           GLQ        692          Unf          0       153         845
## 318           Unf          0          Unf          0      1088        1088
## 319           GLQ        987          Unf          0       360        1347
## 320           GLQ       1036          Unf          0       336        1372
## 321           Unf          0          Unf          0      1249        1249
## 322           GLQ        970          Unf          0       166        1136
## 323           LwQ         28          ALQ       1474         0        1502
## 324           ALQ        256          Unf          0       906        1162
## 325           Unf          0          Unf          0       710         710
## 326           BLQ        116          Unf          0       604         720
## 327           GLQ       1619          Unf          0       100        1719
## 328           Rec        565          Unf          0       818        1383
## 329           Unf          0          Unf          0       844         844
## 330           Unf          0          Unf          0       596         596
## 331           GLQ         40          Rec        264      1424        1728
## 332           Rec        846          Unf          0       210        1056
## 333           GLQ       1124         <NA>        479      1603        3206
## 334           GLQ        720          Unf          0       638        1358
## 335           GLQ        828          Unf          0       115         943
## 336           ALQ       1249          BLQ        147       103        1499
## 337           GLQ       1249          Unf          0       673        1922
## 338           GLQ        810          Unf          0       726        1536
## 339           ALQ        213          Unf          0       995        1208
## 340           Rec        585          Unf          0       630        1215
## 341           Unf          0          Unf          0       967         967
## 342           Unf          0          Unf          0       721         721
## 343          <NA>          0         <NA>          0         0           0
## 344           GLQ         28          Unf          0      1656        1684
## 345           Rec        129          BLQ        232       175         536
## 346           Unf          0          Unf          0       972         972
## 347           BLQ        498          Unf          0       460         958
## 348           BLQ       1270          Unf          0       208        1478
## 349           GLQ        573          Unf          0       191         764
## 350           GLQ       1410          Unf          0       438        1848
## 351           Unf          0          Unf          0      1869        1869
## 352           GLQ       1082          Unf          0       371        1453
## 353           LwQ        236          Rec        380         0         616
## 354           Unf          0          Unf          0       624         624
## 355           LwQ        388          Unf          0       552         940
## 356           ALQ        334          BLQ        544       322        1200
## 357           GLQ        560          Unf          0       598        1158
## 358           ALQ        874          Unf          0       268        1142
## 359           BLQ        300          Rec        294       468        1062
## 360           GLQ        956          Unf          0       130        1086
## 361           GLQ        773          Unf          0       115         888
## 362           Rec        399          Unf          0       484         883
## 363          <NA>          0         <NA>          0         0           0
## 364           ALQ        162          Unf          0       321         483
## 365           GLQ        712          Unf          0        84         796
## 366           Rec        456          Unf          0       216         672
## 367           BLQ        609          Unf          0       785        1394
## 368           GLQ        371          Unf          0       728        1099
## 369           LwQ        540          Unf          0       728        1268
## 370           ALQ         72          Rec        258       733        1063
## 371           Unf          0          Unf          0       953         953
## 372          <NA>          0         <NA>          0         0           0
## 373           ALQ        623          LwQ        121         0         744
## 374           BLQ        428          LwQ        180         0         608
## 375           Unf          0          Unf          0       847         847
## 376           BLQ        350          Unf          0       333         683
## 377           GLQ        298          Unf          0       572         870
## 378           Unf          0          Unf          0      1580        1580
## 379           GLQ       1445          Unf          0       411        1856
## 380           Unf          0          Unf          0       982         982
## 381           LwQ        218          Unf          0       808        1026
## 382           Unf          0          Unf          0      1293        1293
## 383           Unf          0          Unf          0       939         939
## 384           Unf          0          Unf          0       784         784
## 385           GLQ        985          Unf          0       595        1580
## 386           GLQ         24          Unf          0      1232        1256
## 387           Unf          0          Unf          0       658         658
## 388           ALQ        631          Unf          0       410        1041
## 389           Unf          0          Unf          0      1468        1468
## 390           GLQ       1280          Unf          0       402        1682
## 391           Rec        241          BLQ        391       229         861
## 392           ALQ        690          Unf          0       114         804
## 393          <NA>          0         <NA>          0         0           0
## 394           Rec        266          Unf          0       522         788
## 395           Unf          0          Unf          0       735         735
## 396           BLQ        739          Unf          0       405        1144
## 397           Rec        777          Unf          0       117         894
## 398           ALQ        540          Unf          0       324         864
## 399           Unf          0          Unf          0       961         961
## 400           GLQ        812          Unf          0       280        1092
## 401           GLQ        786          Unf          0       474        1260
## 402           GLQ         24          Unf          0      1286        1310
## 403           Unf          0          Unf          0       672         672
## 404           Unf          0          Unf          0      1141        1141
## 405           Unf          0          Unf          0       806         806
## 406           BLQ       1116          Unf          0       165        1281
## 407           Unf          0          Unf          0      1064        1064
## 408           Unf          0          Unf          0       840         840
## 409           Unf          0          Unf          0      1063        1063
## 410           GLQ        789          Unf          0       245        1034
## 411           Unf          0          Unf          0      1276        1276
## 412           Rec       1056          Unf          0         0        1056
## 413           GLQ        578          Unf          0       892        1470
## 414           Unf          0          Unf          0      1008        1008
## 415           BLQ         50          GLQ        531       499        1080
## 416           GLQ         24          Unf          0      1316        1340
## 417           ALQ        209          Unf          0       463         672
## 418           BLQ       1128          Unf          0       242        1370
## 419           ALQ        312          Unf          0       444         756
## 420           BLQ        775          Unf          0       281        1056
## 421           GLQ       1309          Unf          0        35        1344
## 422           ALQ       1246          Unf          0       356        1602
## 423           Unf          0          Unf          0       988         988
## 424           GLQ        986          Unf          0       484        1470
## 425           LwQ        616          Unf          0       580        1196
## 426           Unf          0          Unf          0       651         651
## 427           GLQ       1518          Unf          0         0        1518
## 428           Rec        288          Unf          0       619         907
## 429           GLQ        664          Unf          0       544        1208
## 430           GLQ       1005          Unf          0       387        1392
## 431           ALQ        387          Unf          0        96         483
## 432           Unf          0          Unf          0       901         901
## 433           ALQ        471          Unf          0       294         765
## 434           Unf          0          Unf          0       926         926
## 435           ALQ        495          Unf          0       135         630
## 436           GLQ        385          ALQ        344        70         799
## 437           Unf          0          Unf          0       648         648
## 438           Unf          0          Unf          0       884         884
## 439           LwQ        365          Unf          0        75         440
## 440           Unf          0          Unf          0       684         684
## 441           GLQ       1767          ALQ        539       788        3094
## 442           ALQ        133          Unf          0      1307        1440
## 443           Unf          0          Unf          0      1078        1078
## 444           Unf          0          Unf          0      1258        1258
## 445           GLQ        642          Unf          0       273         915
## 446           Unf          0          Unf          0      1436        1436
## 447           ALQ        247          Rec        713       557        1517
## 448           Unf          0          Unf          0       930         930
## 449           Unf          0          Unf          0       780         780
## 450           ALQ        331          Unf          0       318         649
## 451           Unf          0          Unf          0       813         813
## 452           ALQ        655          Unf          0       878        1533
## 453           ALQ        742          Unf          0       130         872
## 454           Unf          0          Unf          0       768         768
## 455           ALQ       1606          Unf          0       122        1728
## 456           ALQ        916          Unf          0       326        1242
## 457           Unf          0          Unf          0       624         624
## 458           BLQ       1116          Unf          0       248        1364
## 459           Unf          0          Unf          0       588         588
## 460           LwQ        185          Unf          0       524         709
## 461           GLQ        544          Unf          0       288         832
## 462           ALQ        350          BLQ        210         0         560
## 463           Rec        553          BLQ        311         0         864
## 464           LwQ        326          Unf          0       389         715
## 465           Rec        616          Unf          0       424        1040
## 466           Unf          0          Unf          0      1375        1375
## 467           GLQ        778          Unf          0       499        1277
## 468           LwQ        386          Unf          0       342         728
## 469           Unf          0          Unf          0      1626        1626
## 470           GLQ        426          Unf          0       406         832
## 471           GLQ        368          BLQ       1120         0        1488
## 472           Unf          0          Unf          0       808         808
## 473           GLQ        459          Unf          0        88         547
## 474           GLQ       1350          Unf          0       626        1976
## 475           GLQ       1196          Unf          0       298        1494
## 476           GLQ        630          Unf          0       340         970
## 477           GLQ        994          Unf          0       484        1478
## 478           Unf          0          Unf          0      2153        2153
## 479           GLQ       1288          Unf          0       417        1705
## 480           Rec        168          Unf          0       739         907
## 481           GLQ       1261          Unf          0       572        1833
## 482           GLQ       1567          Unf          0       225        1792
## 483           ALQ        299          Unf          0       611         910
## 484           GLQ        897          Unf          0       319        1216
## 485           ALQ        588          Unf          0       411         999
## 486           ALQ        607          Unf          0       506        1113
## 487           ALQ        836          Unf          0       237        1073
## 488           ALQ        998          Unf          0       486        1484
## 489           BLQ        664          Unf          0       290         954
## 490           GLQ        515          Unf          0       115         630
## 491           Unf          0          Unf          0       264         264
## 492           BLQ        403          Rec        165       238         806
## 493           Unf          0          Unf          0       728         728
## 494           BLQ        374          LwQ        532       363        1269
## 495           Unf          0          Unf          0       190         190
## 496           Rec        495          Unf          0       225         720
## 497           GLQ       1231          Unf          0      1969        3200
## 498           Rec        329          Unf          0       697        1026
## 499           ALQ        450          Unf          0       414         864
## 500           BLQ        111          LwQ        279       522         912
## 501           BLQ        356          Unf          0       316         672
## 502           GLQ        400          Unf          0       466         866
## 503           ALQ        698          GLQ         96       420        1214
## 504           ALQ       1247          Unf          0       254        1501
## 505           ALQ        257          Rec        495       103         855
## 506           Unf          0          Unf          0       960         960
## 507           GLQ        380          Unf          0       397         777
## 508           GLQ         27          Unf          0      1191        1218
## 509           Rec        141          Unf          0       548         689
## 510           ALQ        991          Unf          0        50        1041
## 511           BLQ        650          Rec        180       178        1008
## 512           Unf          0          Unf          0      1368        1368
## 513           BLQ        521          LwQ        174       169         864
## 514           ALQ        336          Unf          0       748        1084
## 515           Unf          0          Unf          0       768         768
## 516           GLQ       1436          Unf          0       570        2006
## 517           Unf          0          Unf          0       689         689
## 518           Unf          0          Unf          0      1264        1264
## 519           GLQ        706          Unf          0        88         794
## 520           Unf          0          Unf          0      1276        1276
## 521          <NA>          0         <NA>          0         0           0
## 522           Rec        777          Unf          0       467        1244
## 523           ALQ        399          Unf          0       605        1004
## 524           GLQ       2260          Unf          0       878        3138
## 525           GLQ        719          Unf          0       660        1379
## 526           Unf          0          Unf          0      1257        1257
## 527           Rec        377          Unf          0       551         928
## 528           GLQ       1330          Unf          0       122        1452
## 529           ALQ        348          Unf          0       180         528
## 530           Rec       1219          Unf          0       816        2035
## 531           GLQ        783          Unf          0       678        1461
## 532           Unf          0          Unf          0       611         611
## 533          <NA>          0         <NA>          0         0           0
## 534          <NA>          0         <NA>          0         0           0
## 535           Unf          0          Unf          0       707         707
## 536           GLQ        969          Unf          0       148        1117
## 537           Unf          0          Unf          0       880         880
## 538           BLQ        600          Unf          0       264         864
## 539           BLQ        673          Unf          0       378        1051
## 540           GLQ       1358          Unf          0       223        1581
## 541           GLQ       1260          Unf          0       578        1838
## 542           Unf          0          Unf          0       969         969
## 543           LwQ        144          GLQ       1127       379        1650
## 544           GLQ        584          LwQ        139         0         723
## 545           GLQ        554          Unf          0       100         654
## 546           GLQ       1002          LwQ        202         0        1204
## 547           Rec        300          Unf          0       765        1065
## 548           ALQ        619          Unf          0       149         768
## 549           LwQ        180          Rec        645         0         825
## 550           Unf          0          Unf          0       912         912
## 551           ALQ        559          Unf          0       510        1069
## 552           Rec        308          Unf          0       620         928
## 553           Unf          0          Unf          0      1709        1709
## 554          <NA>          0         <NA>          0         0           0
## 555           GLQ        866          Unf          0       132         998
## 556           Unf          0          Unf          0       993         993
## 557           Rec        895          Unf          0       197        1092
## 558           Rec        637          Unf          0         0         637
## 559           GLQ        604          Unf          0       125         729
## 560           Unf          0          Unf          0      1374        1374
## 561           ALQ       1302          Unf          0        90        1392
## 562           ALQ       1071          LwQ        123       195        1389
## 563           BLQ        290          Unf          0       706         996
## 564           Unf          0          Unf          0      1163        1163
## 565           GLQ        728          Unf          0       367        1095
## 566           Unf          0          Unf          0       806         806
## 567           Unf          0          Unf          0      1122        1122
## 568           GLQ          2          Unf          0      1515        1517
## 569           GLQ       1441          Unf          0        55        1496
## 570           GLQ        943          Unf          0         0         943
## 571           LwQ        231          Unf          0      1497        1728
## 572           BLQ        414          Unf          0       450         864
## 573           Unf          0          Unf          0       846         846
## 574           Unf          0          Unf          0       384         384
## 575           ALQ        349          Unf          0        23         372
## 576           Rec        442          Unf          0       390         832
## 577           Unf          0          Unf          0       861         861
## 578           LwQ        328          ALQ        551       285        1164
## 579           Unf          0          Unf          0       689         689
## 580           Unf          0          Unf          0      1050        1050
## 581           BLQ        594          Rec        219       331        1144
## 582           Unf          0          Unf          0      2042        2042
## 583           GLQ        816          Unf          0         0         816
## 584           Unf          0          Unf          0      1237        1237
## 585           Unf          0          Unf          0       884         884
## 586           GLQ       1460          Unf          0       408        1868
## 587           Rec        210          ALQ        606         0         816
## 588           ALQ        672          Unf          0       168         840
## 589           GLQ       1324          Unf          0       113        1437
## 590           Unf          0          Unf          0       742         742
## 591           GLQ        490          Unf          0       280         770
## 592           GLQ       1338          Unf          0       384        1722
## 593           GLQ        816          Unf          0         0         816
## 594           GLQ        685          Unf          0       163         848
## 595           Unf          0          Unf          0       924         924
## 596           GLQ       1422          Unf          0       392        1814
## 597           Unf          0          Unf          0       684         684
## 598           Unf          0          Unf          0      1258        1258
## 599           ALQ       1283          LwQ        147         0        1430
## 600           LwQ         81          GLQ        612        23         716
## 601           GLQ        546          Unf          0       512        1058
## 602           Unf          0          Unf          0       780         780
## 603           GLQ        789          Unf          0       119         908
## 604           Unf          0          Unf          0       600         600
## 605           GLQ        922          Unf          0       572        1494
## 606           BLQ        454          Unf          0       314         768
## 607           GLQ        732          Unf          0       308        1040
## 608           GLQ        603          Unf          0       293         896
## 609           BLQ        428          Unf          0       537         965
## 610           Rec        903          Unf          0       126        1029
## 611           GLQ        904          Unf          0       536        1440
## 612           ALQ        605          Unf          0       427        1032
## 613           GLQ        990          Unf          0       309        1299
## 614           ALQ        206          Unf          0       914        1120
## 615           LwQ        150          GLQ        480         0         630
## 616           GLQ        763          Unf          0       173         936
## 617           GLQ        457          Unf          0       326         783
## 618           Unf          0          Unf          0       832         832
## 619           GLQ         48          Unf          0      1774        1822
## 620           GLQ        871          Unf          0       611        1482
## 621           BLQ         41          Unf          0       823         864
## 622           ALQ        956          Rec        182       384        1522
## 623           BLQ        560          Unf          0       420         980
## 624           GLQ        420          Unf          0       336         756
## 625           Rec        247          Unf          0       485         732
## 626           Unf          0          Unf          0      1116        1116
## 627           Unf          0          Unf          0       978         978
## 628           BLQ        674          LwQ        132       350        1156
## 629           Rec        650          Unf          0       390        1040
## 630           GLQ        624          Rec        336       288        1248
## 631           Unf          0          Unf          0       636         636
## 632           GLQ         24          Unf          0      1530        1554
## 633           ALQ        822          Unf          0       564        1386
## 634           BLQ        480          LwQ        468       108        1056
## 635           GLQ       1056          Unf          0         0        1056
## 636           LwQ        256          Unf          0      1184        1440
## 637           Unf          0          Unf          0       264         264
## 638           Unf          0          Unf          0       811         811
## 639           Unf          0          Unf          0       796         796
## 640           GLQ       1154          Unf          0       366        1520
## 641           GLQ       1218          Unf          0       300        1518
## 642           GLQ        738          Unf          0       319        1057
## 643           GLQ       1410          Unf          0       542        1952
## 644           Rec        493          BLQ        287         0         780
## 645           GLQ       1121          Unf          0       645        1766
## 646           ALQ        282          LwQ         35       664         981
## 647          <NA>          0         <NA>          0         0           0
## 648           Rec        500          Unf          0       594        1094
## 649           Unf          0          Unf          0       756         756
## 650           BLQ        131          GLQ        499         0         630
## 651           Unf          0          Unf          0       813         813
## 652           Unf          0          Unf          0       755         755
## 653           Unf          0          Unf          0       880         880
## 654           Unf          0          Unf          0       756         756
## 655           GLQ       1696          Unf          0       413        2109
## 656           Unf          0          Unf          0       525         525
## 657           ALQ        806          Unf          0       247        1053
## 658           Unf          0          Unf          0       776         776
## 659           Unf          0          Unf          0       912         912
## 660           BLQ        637          Unf          0       849        1486
## 661           Unf          0          Unf          0       793         793
## 662           GLQ       1361          Rec        180        88        1629
## 663           Unf          0          Unf          0      1392        1392
## 664           BLQ        920          Rec        180        38        1138
## 665           GLQ       1721          Unf          0       356        2077
## 666           Unf          0          Unf          0      1406        1406
## 667           LwQ        187          Rec        723       111        1021
## 668           GLQ       1138          Unf          0       270        1408
## 669           Rec        988          Unf          0       200        1188
## 670           Unf          0          Unf          0       700         700
## 671           GLQ        193          Unf          0       545         738
## 672           BLQ        551          Unf          0       121         672
## 673           ALQ        767          Unf          0       441        1208
## 674           GLQ       1186          Unf          0       291        1477
## 675           Rec        892          Unf          0       244        1136
## 676           ALQ        311          Unf          0       544         855
## 677           Unf          0          Unf          0      1095        1095
## 678           Unf          0          Unf          0       768         768
## 679           Unf          0          Unf          0      2046        2046
## 680           Rec        827          Unf          0       161         988
## 681           BLQ        543          BLQ        119       261         923
## 682           Rec        182          Unf          0       611         793
## 683           GLQ       1003          Unf          0       288        1291
## 684           GLQ       1059          Unf          0       567        1626
## 685           Unf          0          Unf          0      1195        1195
## 686           GLQ        828          LwQ        182       180        1190
## 687           Unf          0          Unf          0       874         874
## 688           GLQ        239          Unf          0       312         551
## 689           GLQ        945          Unf          0       474        1419
## 690           ALQ         20          Unf          0      1342        1362
## 691           GLQ        697          Unf          0       151         848
## 692           GLQ       1455          Unf          0       989        2444
## 693           GLQ        965          Unf          0       245        1210
## 694           Unf          0          Unf          0      1073        1073
## 695           Unf          0          Unf          0       927         927
## 696           GLQ        980          LwQ         40        92        1112
## 697           LwQ        616          Unf          0         0         616
## 698           LwQ        210          ALQ        551       219         980
## 699           GLQ        553          BLQ        117       224         894
## 700           GLQ         16          Unf          0      1375        1391
## 701           GLQ       1274          Unf          0       526        1800
## 702           Unf          0          Unf          0      1164        1164
## 703           Unf          0          Unf          0      1234        1234
## 704           Unf          0          Unf          0       360         360
## 705           GLQ        712          Unf          0       761        1473
## 706          <NA>          0         <NA>          0         0           0
## 707           GLQ       1219          Unf          0       424        1643
## 708           GLQ        863          Unf          0       461        1324
## 709           Unf          0          Unf          0       728         728
## 710           Unf          0          Unf          0       876         876
## 711           Unf          0          Unf          0       270         270
## 712           Unf          0          Unf          0       859         859
## 713           GLQ        767          Unf          0       461        1228
## 714           ALQ        789          Unf          0       171         960
## 715           GLQ        533          Unf          0       192         725
## 716           Unf          0          Unf          0      1064        1064
## 717           Unf          0          Unf          0       718         718
## 718           BLQ       1084          Unf          0        92        1176
## 719           GLQ       1173          Unf          0       138        1311
## 720           ALQ        523          Unf          0       448         971
## 721           GLQ       1148          Unf          0       594        1742
## 722           GLQ        662          Unf          0       186         848
## 723           ALQ        191          Unf          0       673         864
## 724           Unf          0          Unf          0       941         941
## 725           GLQ       1234          Unf          0       464        1698
## 726           ALQ        375          BLQ        239       250         864
## 727           GLQ        808          Unf          0        72         880
## 728           GLQ        724          Unf          0       508        1232
## 729           Unf          0          Unf          0      1584        1584
## 730           BLQ        152          Unf          0       628         780
## 731           GLQ       1180          Unf          0       415        1595
## 732           GLQ        786          Unf          0        82         868
## 733           ALQ        252          Unf          0       901        1153
## 734           BLQ        594          Unf          0       270         864
## 735           Unf          0          Unf          0       948         948
## 736           Rec        390          Unf          0       490         880
## 737          <NA>          0         <NA>          0         0           0
## 738           Unf          0          Unf          0       893         893
## 739           GLQ       1200          Unf          0         0        1200
## 740           Unf          0          Unf          0       864         864
## 741           Unf          0          Unf          0       264         264
## 742           GLQ        832          Unf          0        80         912
## 743           Unf          0          Unf          0      1349        1349
## 744           ALQ        444          Unf          0        76         520
## 745           GLQ        733          Unf          0       604        1337
## 746           GLQ        575          ALQ         80       487        1142
## 747           GLQ        300          Unf          0       652         952
## 748           Unf          0          Unf          0      1240        1240
## 749           GLQ        919          Unf          0       801        1720
## 750          <NA>          0         <NA>          0         0           0
## 751           Unf          0          Unf          0       576         576
## 752           Unf          0          Unf          0       660         660
## 753           GLQ       1200          Unf          0       279        1479
## 754           Unf          0          Unf          0      1030        1030
## 755           GLQ        439          LwQ        472       115        1026
## 756           GLQ        381          Unf          0       348         729
## 757           GLQ         20          Unf          0       846         866
## 758           Rec        438          Unf          0       234         672
## 759           ALQ        549          Unf          0       195         744
## 760           LwQ         56          ALQ         64      1198        1318
## 761           Rec        612          Unf          0       252         864
## 762           LwQ        405          Unf          0       740        1145
## 763           GLQ         24          Unf          0       732         756
## 764           GLQ       1163          Unf          0        89        1252
## 765           LwQ        437          GLQ       1057         0        1494
## 766           Unf          0          Unf          0      1498        1498
## 767           GLQ        394          Unf          0       586         980
## 768           ALQ        660          Unf          0       323         983
## 769           GLQ         24          Unf          0      1836        1860
## 770           ALQ       1416          Unf          0       234        1650
## 771           GLQ        685          Unf          0       173         858
## 772           LwQ        836          Unf          0         0         836
## 773           ALQ        422          BLQ        127       480        1029
## 774           Rec        456          Unf          0       456         912
## 775           Unf          0          Unf          0      1935        1935
## 776           GLQ        866          Unf          0       338        1204
## 777           GLQ         20          Unf          0      1594        1614
## 778           ALQ        762          Unf          0       102         864
## 779          <NA>          0         <NA>          0         0           0
## 780           GLQ        975          Unf          0         0         975
## 781           Unf          0          Unf          0      1237        1237
## 782           ALQ        387          Unf          0       374         761
## 783           Unf          0          Unf          0      1413        1413
## 784           GLQ       1097          Unf          0         0        1097
## 785           Unf          0          Unf          0       742         742
## 786           Rec        251          LwQ        630       491        1372
## 787           LwQ        686          Unf          0         0         686
## 788           GLQ        656          Unf          0       300         956
## 789           Unf          0          Unf          0       901         901
## 790           LwQ        568          Unf          0       264         832
## 791           GLQ         16          Unf          0      1129        1145
## 792           ALQ        539          Unf          0       490        1029
## 793           GLQ        862          Unf          0       255        1117
## 794           Unf          0          Unf          0      1496        1496
## 795           Unf          0          Unf          0       712         712
## 796           Unf          0          Unf          0       650         650
## 797           Unf          0          Unf          0       660         660
## 798           BLQ        570          Unf          0       203         773
## 799           Unf          0          Unf          0      1926        1926
## 800           ALQ        569          Unf          0       162         731
## 801           GLQ        462          Unf          0       154         616
## 802           LwQ        197          Unf          0       999        1196
## 803           GLQ        648          Unf          0        80         728
## 804           Unf          0          Unf          0      1734        1734
## 805           LwQ        812          Unf          0       124         936
## 806           Unf          0          Unf          0      1417        1417
## 807           ALQ        400          Rec        480       100         980
## 808           GLQ       1309          Unf          0        15        1324
## 809           ALQ        516          BLQ        128       380        1024
## 810           Unf          0          Unf          0       849         849
## 811           ALQ        663          LwQ        377         0        1040
## 812           GLQ        662          Unf          0       186         848
## 813           Unf          0          Unf          0       540         540
## 814           Rec        608          Unf          0       834        1442
## 815           Unf          0          Unf          0       686         686
## 816           Unf          0          Unf          0      1649        1649
## 817           BLQ        486          Unf          0       522        1008
## 818           GLQ       1218          Unf          0       350        1568
## 819           GLQ        504          Unf          0       506        1010
## 820           GLQ        733          Unf          0       625        1358
## 821           Unf          0          Unf          0       798         798
## 822           Unf          0          Unf          0       936         936
## 823           Unf          0          Unf          0       847         847
## 824           Unf          0          Unf          0       778         778
## 825           Unf          0          Unf          0      1489        1489
## 826           GLQ       1636          Unf          0       442        2078
## 827           ALQ        784          Unf          0         0         784
## 828           GLQ         20          Unf          0      1434        1454
## 829           LwQ        249          ALQ        764         0        1013
## 830           Unf          0          Unf          0       600         600
## 831           Rec       1040          Unf          0       352        1392
## 832           Unf          0          Unf          0       600         600
## 833           GLQ        483          Unf          0       458         941
## 834           Rec        196          BLQ        345       975        1516
## 835           Rec        572          Unf          0       572        1144
## 836           BLQ        442          Unf          0       625        1067
## 837           Rec        338          Unf          0      1221        1559
## 838           BLQ        330          Unf          0       153         483
## 839           Unf          0          Unf          0      1099        1099
## 840           BLQ        352          Unf          0       416         768
## 841           BLQ        156          Unf          0       516         672
## 842           Unf          0          Unf          0       650         650
## 843           Rec        312          ALQ        539       276        1127
## 844           Unf          0          Unf          0      1800        1800
## 845           Unf          0          Unf          0       876         876
## 846           ALQ       1390          Unf          0         0        1390
## 847           ALQ        513          Unf          0       227         740
## 848           BLQ        460          Unf          0       404         864
## 849           Unf          0          Unf          0       907         907
## 850           Unf          0          Unf          0       528         528
## 851           GLQ        659          Unf          0       189         848
## 852           Unf          0          Unf          0      1273        1273
## 853           Rec        364          Unf          0       554         918
## 854           Rec        564          Unf          0       563        1127
## 855           ALQ        306          Rec       1085       372        1763
## 856           ALQ        659          Unf          0       381        1040
## 857           GLQ        505          LwQ        435         0         940
## 858           Unf          0          Unf          0       702         702
## 859           Unf          0          Unf          0      1090        1090
## 860           BLQ        619          Unf          0       435        1054
## 861           Unf          0          Unf          0       912         912
## 862           BLQ        841          Unf          0       198        1039
## 863           GLQ        338          Unf          0       702        1040
## 864           BLQ       1148          Unf          0         0        1148
## 865           Unf          0          Unf          0      1372        1372
## 866           BLQ        828          Unf          0       174        1002
## 867           Unf          0          Unf          0      1638        1638
## 868           ALQ        932          Unf          0       108        1040
## 869          <NA>          0         <NA>          0         0           0
## 870           GLQ        750          Unf          0       300        1050
## 871           Unf          0          Unf          0       894         894
## 872           GLQ        505          Unf          0       299         804
## 873           Unf          0          Unf          0       105         105
## 874           Rec        375          Unf          0       457         832
## 875           Unf          0          Unf          0       676         676
## 876           GLQ         64          Unf          0      1120        1184
## 877           ALQ        633          Unf          0       431        1064
## 878           GLQ       1170          Unf          0       292        1462
## 879           ALQ        899          Unf          0       210        1109
## 880           ALQ        646          Unf          0       218         864
## 881           ALQ        980          Unf          0       110        1090
## 882           LwQ        902          Unf          0       254        1156
## 883           Unf          0          Unf          0       808         808
## 884           Unf          0          Unf          0       795         795
## 885           BLQ        432          Unf          0       460         892
## 886           GLQ       1238          Unf          0       460        1698
## 887           LwQ        528          Unf          0      1098        1626
## 888           Unf          0          Unf          0       816         816
## 889           ALQ        351          Rec        823      1043        2217
## 890           BLQ       1024          Unf          0       481        1505
## 891           Unf          0          Unf          0       672         672
## 892           LwQ        226          Rec        500       192         918
## 893           GLQ        663          Unf          0       396        1059
## 894           BLQ       1064          Unf          0       319        1383
## 895          <NA>          0         <NA>          0         0           0
## 896           BLQ        400          Unf          0       380         780
## 897           ALQ        285          Unf          0       666         951
## 898          <NA>          0         <NA>          0         0           0
## 899           GLQ       2188          Unf          0       142        2330
## 900           BLQ        465          Unf          0       447         912
## 901           ALQ        322          Unf          0       536         858
## 902           BLQ        860          Unf          0       132         992
## 903           Unf          0          Unf          0       783         783
## 904           Unf          0          Unf          0      1670        1670
## 905           GLQ        599          Unf          0       277         876
## 906           Rec        354          LwQ        290       412        1056
## 907           GLQ         63          Unf          0      1560        1623
## 908           Rec        223          Unf          0       794        1017
## 909           BLQ        301          ALQ        324       239         864
## 910           Unf          0          Unf          0       742         742
## 911           Rec        443          Unf          0       662        1105
## 912           ALQ        196          Unf          0      1072        1268
## 913           Rec        489          Unf          0       279         768
## 914           BLQ        284          Unf          0       717        1001
## 915           GLQ        294          Unf          0       318         612
## 916           Unf          0          Unf          0       546         546
## 917           BLQ         50          Unf          0       430         480
## 918           ALQ       1059          Unf          0        75        1134
## 919           BLQ         48          GLQ        634       422        1104
## 920           ALQ        528          BLQ        411       245        1184
## 921           GLQ        814          Unf          0       114         928
## 922           ALQ       1084          Unf          0       188        1272
## 923           GLQ         28          Unf          0      1288        1316
## 924           LwQ        165          GLQ        841       598        1604
## 925           BLQ        625          LwQ       1061         0        1686
## 926           ALQ        767          LwQ         93       266        1126
## 927           Unf          0          Unf          0      1181        1181
## 928           BLQ        552          Unf          0       280         832
## 929           Unf          0          Unf          0      1753        1753
## 930           Unf          0          Unf          0       964         964
## 931           GLQ         16          Unf          0      1450        1466
## 932           BLQ        338          Rec        466       121         925
## 933           Unf          0          Unf          0      1905        1905
## 934           GLQ         20          Unf          0      1480        1500
## 935           GLQ        425          Unf          0       160         585
## 936           Unf          0          Unf          0       600         600
## 937           GLQ        833          Unf          0       343        1176
## 938           GLQ        341          Unf          0       772        1113
## 939           GLQ        464          Unf          0       927        1391
## 940           Unf          0          Unf          0      1032        1032
## 941           Rec        936          LwQ        396       396        1728
## 942           ALQ        772          Unf          0       220         992
## 943           GLQ       1440          Unf          0         0        1440
## 944           Unf          0          Unf          0      1632        1632
## 945           GLQ        111          Rec        354       354         819
## 946           LwQ       1088          Unf          0         0        1088
## 947           ALQ        748          BLQ        294       102        1144
## 948           GLQ       1300          Unf          0       316        1616
## 949           Unf          0          Unf          0       936         936
## 950           ALQ        982          Unf          0       179        1161
## 951           ALQ        398          BLQ        149       317         864
## 952           BLQ        641          Unf          0       187         828
## 953           GLQ        660          Unf          0       108         768
## 954           ALQ        562          LwQ        193        29         784
## 955           GLQ        945          Unf          0         0         945
## 956           Rec        484          Unf          0       495         979
## 957           ALQ        285          Unf          0       276         561
## 958           Rec        417          Unf          0       640        1057
## 959           GLQ        699          Unf          0       638        1337
## 960           ALQ        604          Unf          0        92         696
## 961           BLQ        696          Unf          0       162         858
## 962           ALQ        896          Unf          0       434        1330
## 963           ALQ        556          Unf          0       248         804
## 964           Unf          0          Unf          0      1800        1800
## 965           GLQ        624          Unf          0       193         817
## 966           Unf          0          Unf          0       783         783
## 967           Rec        428          Unf          0       300         728
## 968           ALQ        902          Unf          0       196        1098
## 969           Unf          0          Unf          0       600         600
## 970           ALQ        513          Unf          0        75         588
## 971           Unf          0          Unf          0       720         720
## 972           GLQ        567          Unf          0       197         764
## 973           Unf          0          Unf          0       918         918
## 974           Unf          0          Unf          0      1428        1428
## 975           Unf          0          Unf          0       728         728
## 976           GLQ        641          Unf          0        32         673
## 977           Unf          0          Unf          0       440         440
## 978           GLQ       1106          Unf          0       135        1241
## 979           LwQ        552          Unf          0       342         894
## 980           Rec        651          Unf          0       470        1121
## 981           ALQ        867          Unf          0        77         944
## 982           GLQ        854          Unf          0       371        1225
## 983           Unf          0          Unf          0      1266        1266
## 984           Unf          0          Unf          0      1128        1128
## 985          <NA>          0         <NA>          0         0           0
## 986           ALQ       1040          Unf          0       124        1164
## 987           Unf          0          Unf          0       485         485
## 988           GLQ       1646          Unf          0       284        1930
## 989           LwQ        156          Unf          0       692         848
## 990           Unf          0          Unf          0       770         770
## 991           GLQ       1074          Unf          0       322        1396
## 992           BLQ        216          Unf          0       700         916
## 993           BLQ        536          Rec        117       169         822
## 994           Unf          0          Unf          0       750         750
## 995           GLQ       1172          Unf          0       528        1700
## 996           ALQ        384          Unf          0       363         747
## 997           Rec        915          Unf          0       135        1050
## 998           Unf          0          Unf          0      1442        1442
## 999           Unf          0          Unf          0      1007        1007
## 1000          GLQ        686          Unf          0       501        1187
## 1001         <NA>          0         <NA>          0         0           0
## 1002          Unf          0          Unf          0       691         691
## 1003          GLQ         24          Unf          0      1550        1574
## 1004          Unf          0          Unf          0      1680        1680
## 1005          GLQ         16          Unf          0      1330        1346
## 1006          GLQ        595          Unf          0       390         985
## 1007          LwQ       1237          Unf          0       420        1657
## 1008          BLQ        273          LwQ        273         0         546
## 1009          Unf          0          Unf          0      1710        1710
## 1010          Unf          0          Unf          0      1008        1008
## 1011          Unf          0          Unf          0       720         720
## 1012         <NA>          0         <NA>          0         0           0
## 1013          Unf          0          Unf          0       602         602
## 1014          ALQ        247          Rec        465       310        1022
## 1015          BLQ        336          Unf          0       746        1082
## 1016          GLQ        643          Unf          0       167         810
## 1017          GLQ        690          Unf          0       814        1504
## 1018          GLQ       1036          Unf          0       184        1220
## 1019          Unf          0          Unf          0       384         384
## 1020          GLQ         16          Unf          0      1346        1362
## 1021          GLQ       1024          Unf          0       108        1132
## 1022          GLQ        684          Unf          0       515        1199
## 1023          LwQ        324          Unf          0       588         912
## 1024          GLQ         16          Unf          0      1330        1346
## 1025          ALQ       1165          LwQ        400         0        1565
## 1026          LwQ        138          Rec        468       276         882
## 1027          Rec        697          Unf          0       571        1268
## 1028          GLQ       1513          Unf          0       125        1638
## 1029          Rec        368          BLQ         41       359         768
## 1030          BLQ        317          Unf          0       355         672
## 1031          Unf          0          Unf          0       686         686
## 1032          GLQ        523          Unf          0       301         824
## 1033          GLQ       1012          Unf          0       326        1338
## 1034          GLQ        986          Unf          0       668        1654
## 1035          Unf          0          Unf          0       920         920
## 1036         <NA>          0         <NA>          0         0           0
## 1037          GLQ       1022          Unf          0       598        1620
## 1038          Unf          0          Unf          0      1055        1055
## 1039          Unf          0          Unf          0       546         546
## 1040          GLQ        509          Unf          0       121         630
## 1041          Rec        168          BLQ        682       284        1134
## 1042          GLQ        400          Rec         64       336         800
## 1043          ALQ        900          Unf          0       406        1306
## 1044          GLQ       1085          Unf          0       390        1475
## 1045          ALQ       1104          Unf          0      1420        2524
## 1046         <NA>          0         <NA>          0         0           0
## 1047          GLQ        240          Unf          0      1752        1992
## 1048          GLQ        686          Unf          0       304         990
## 1049         <NA>          0         <NA>          0         0           0
## 1050         <NA>          0         <NA>          0         0           0
## 1051          Unf          0          Unf          0      1302        1302
## 1052          Unf          0          Unf          0      1316        1316
## 1053          Rec        442          Unf          0       374         816
## 1054          Rec        383          Unf          0       833        1216
## 1055          GLQ        932          Unf          0       133        1065
## 1056          ALQ        644          Unf          0       549        1193
## 1057          GLQ        659          Unf          0       705        1364
## 1058          GLQ        595          Unf          0       378         973
## 1059          GLQ        936          Unf          0       168        1104
## 1060          Rec        297          LwQ        557         0         854
## 1061          GLQ        616          Unf          0       722        1338
## 1062          Unf          0          Unf          0       894         894
## 1063          Unf          0          Unf          0       662         662
## 1064          BLQ        397          Unf          0       706        1103
## 1065          BLQ        740          Rec        230       184        1154
## 1066          GLQ       1201          Unf          0       105        1306
## 1067          Unf          0          Unf          0       799         799
## 1068          GLQ        674          LwQ        106         0         780
## 1069          ALQ        837          Unf          0       105         942
## 1070          ALQ        220          Unf          0       625         845
## 1071          BLQ        586          Unf          0       462        1048
## 1072          Rec        298          Unf          0       429         727
## 1073          Unf          0          Unf          0       810         810
## 1074          BLQ        535          Unf          0       155         690
## 1075          Unf          0          Unf          0      1240        1240
## 1076          BLQ        410          Unf          0       390         800
## 1077          ALQ        626          Unf          0       170         796
## 1078          BLQ         75          Rec        791       230        1096
## 1079          GLQ        662          Unf          0       186         848
## 1080          GLQ        495          Unf          0       495         990
## 1081          ALQ        656          Unf          0       602        1258
## 1082          ALQ        824          Unf          0       216        1040
## 1083          Unf          0          Unf          0      1459        1459
## 1084          BLQ        553          Unf          0       698        1251
## 1085          ALQ        592          Unf          0        99         691
## 1086          GLQ        747          Unf          0       189         936
## 1087          BLQ        334          Unf          0       212         546
## 1088          Unf          0          Unf          0      1082        1082
## 1089          Unf          0          Unf          0       970         970
## 1090          GLQ       1039          Unf          0       208        1247
## 1091         <NA>          0         <NA>          0         0           0
## 1092          BLQ        510          Unf          0        90         600
## 1093          Rec        423          Unf          0       758        1181
## 1094          GLQ        661          Unf          0       203         864
## 1095          BLQ        248          Rec        240       448         936
## 1096          GLQ         24          Unf          0      1290        1314
## 1097          Unf          0          Unf          0       684         684
## 1098          Unf          0          Unf          0      1074        1074
## 1099          BLQ        672          Unf          0         0         672
## 1100          ALQ        704          Unf          0       567        1271
## 1101          Rec        290          Unf          0         0         290
## 1102          BLQ        412          LwQ        287       251         950
## 1103          Rec        588          Unf          0       422        1010
## 1104          ALQ        655          Unf          0         0         655
## 1105          Unf          0          Unf          0       630         630
## 1106          GLQ       1032          Unf          0       431        1463
## 1107          GLQ        738          Unf          0       172         910
## 1108          Unf          0          Unf          0       868         868
## 1109          Unf          0          Unf          0       924         924
## 1110          GLQ       1039          Unf          0       797        1836
## 1111          GLQ        219          Unf          0       554         773
## 1112          ALQ        403          Unf          0       400         803
## 1113          GLQ        708          Unf          0       108         816
## 1114          BLQ        643          Unf          0       365        1008
## 1115          Rec        415          Unf          0       418         833
## 1116          GLQ       1004          Unf          0       730        1734
## 1117          GLQ        353          Unf          0        55         408
## 1118          BLQ        702          Unf          0       192         894
## 1119          Unf          0          Unf          0       533         533
## 1120          LwQ        369          Unf          0       671        1040
## 1121          Unf          0          Unf          0      1012        1012
## 1122          GLQ         24          Unf          0      1528        1552
## 1123          Unf          0          Unf          0       672         672
## 1124          Unf          0          Unf          0       698         698
## 1125          Unf          0          Unf          0       384         384
## 1126          Unf          0          Unf          0      1005        1005
## 1127          Unf          0          Unf          0      1373        1373
## 1128          GLQ       1300          Unf          0       230        1530
## 1129          Unf          0          Unf          0       847         847
## 1130          GLQ        936          Unf          0         0         936
## 1131          BLQ        622          Unf          0       500        1122
## 1132          BLQ        212          Unf          0       762         974
## 1133          Unf          0          Unf          0      1008        1008
## 1134          GLQ        584          Unf          0       544        1128
## 1135          Unf          0          Unf          0       916         916
## 1136          Unf          0          Unf          0       960         960
## 1137          BLQ        280          Unf          0       752        1032
## 1138          Unf          0          Unf          0       780         780
## 1139          ALQ       1567          Unf          0         0        1567
## 1140          BLQ        645          Unf          0       270         915
## 1141          ALQ        852          Unf          0       100         952
## 1142          ALQ        381          Unf          0       399         780
## 1143          GLQ       1150          Unf          0       316        1466
## 1144          GLQ        288          Unf          0       718        1006
## 1145          BLQ        348          Unf          0       324         672
## 1146          Unf          0          Unf          0      1042        1042
## 1147          GLQ       1258          Unf          0        40        1298
## 1148          Rec        275          Unf          0       429         704
## 1149          Unf          0          Unf          0       572         572
## 1150          ALQ        624          Unf          0        26         650
## 1151          Unf          0          Unf          0       932         932
## 1152          BLQ        176          Unf          0      1290        1466
## 1153          ALQ        296          GLQ        547       230        1073
## 1154          ALQ        538          Unf          0       278         816
## 1155          ALQ        454          Unf          0       410         864
## 1156          ALQ       1157          Unf          0       280        1437
## 1157          ALQ        633          Unf          0       586        1219
## 1158          GLQ        904          Unf          0       410        1314
## 1159          Unf          0          Unf          0      1580        1580
## 1160          ALQ        442          Unf          0       459         901
## 1161          ALQ        311          Unf          0       544         855
## 1162          BLQ        728          Unf          0       568        1296
## 1163          BLQ        492          Unf          0       402         894
## 1164          GLQ       1198          Unf          0         0        1198
## 1165          ALQ        680          Rec        391       289        1360
## 1166          Unf          0          Unf          0      1502        1502
## 1167          Unf          0          Unf          0      1694        1694
## 1168          GLQ        786          Unf          0       173         959
## 1169          Rec        626          Unf          0       501        1127
## 1170          GLQ       1387          Unf          0       543        1930
## 1171          ALQ        522          Unf          0       574        1096
## 1172          ALQ        662          Unf          0       599        1261
## 1173          Unf          0          Unf          0       625         625
## 1174          Rec        152          BLQ        469       977        1598
## 1175          Rec        503          Unf          0       449         952
## 1176          GLQ        700          Unf          0       983        1683
## 1177          ALQ        658          Unf          0       218         876
## 1178          Rec        468          Unf          0       350         818
## 1179          Unf          0          Unf          0       731         731
## 1180         <NA>          0         <NA>          0         0           0
## 1181          LwQ       1216          Unf          0         0        1216
## 1182          GLQ       1480          Unf          0       120        1600
## 1183          GLQ       2096          Unf          0       300        2396
## 1184          Rec        821          Unf          0       299        1120
## 1185          Rec       1159          Unf          0       413        1572
## 1186          BLQ        392          Unf          0       392         784
## 1187          BLQ        440          Unf          0       538         978
## 1188          GLQ       1456          Unf          0       168        1624
## 1189          Unf          0          Unf          0       831         831
## 1190          Unf          0          Unf          0       994         994
## 1191          BLQ       1159          Unf          0        90        1249
## 1192          Unf          0          Unf          0       776         776
## 1193          Unf          0          Unf          0       702         702
## 1194          GLQ        883          Unf          0       341        1224
## 1195          ALQ        371          Unf          0       292         663
## 1196          Unf          0          Unf          0       728         728
## 1197          Unf          0          Unf          0       879         879
## 1198          Unf          0          Unf          0       815         815
## 1199          Unf          0          Unf          0      1212        1212
## 1200          Rec        547          Unf          0       504        1051
## 1201          Unf          0          Unf          0       864         864
## 1202          Unf          0          Unf          0       866         866
## 1203          Unf          0          Unf          0       884         884
## 1204          Unf          0          Unf          0      1630        1630
## 1205          ALQ        788          Unf          0       268        1056
## 1206          ALQ        485          BLQ        177      1496        2158
## 1207          Rec       1056          Unf          0         0        1056
## 1208          GLQ        340          Unf          0      1342        1682
## 1209          Rec        504          BLQ        108       319         931
## 1210          GLQ       1220          Unf          0       440        1660
## 1211          Unf          0          Unf          0      1055        1055
## 1212          GLQ        427          Unf          0       132         559
## 1213          Rec        344          Unf          0       328         672
## 1214          GLQ        648          Unf          0         0         648
## 1215          BLQ        784          Unf          0       141         925
## 1216          Rec        180          LwQ        374       340         894
## 1217         <NA>          0         <NA>          0         0           0
## 1218          GLQ        936          Unf          0       364        1300
## 1219         <NA>          0         <NA>          0         0           0
##      Heating HeatingQC CentralAir Electrical X1stFlrSF X2ndFlrSF LowQualFinSF
## 1       GasA        Ex          Y      SBrkr       856       854            0
## 2       GasA        Ex          Y      SBrkr      1262         0            0
## 3       GasA        Ex          Y      SBrkr       920       866            0
## 4       GasA        Gd          Y      SBrkr       961       756            0
## 5       GasA        Ex          Y      SBrkr      1145      1053            0
## 6       GasA        Ex          Y      SBrkr       796       566            0
## 7       GasA        Ex          Y      SBrkr      1694         0            0
## 8       GasA        Ex          Y      SBrkr      1107       983            0
## 9       GasA        Gd          Y      FuseF      1022       752            0
## 10      GasA        Ex          Y      SBrkr      1077         0            0
## 11      GasA        Ex          Y      SBrkr      1040         0            0
## 12      GasA        Ex          Y      SBrkr      1182      1142            0
## 13      GasA        TA          Y      SBrkr       912         0            0
## 14      GasA        Ex          Y      SBrkr      1494         0            0
## 15      GasA        TA          Y      SBrkr      1253         0            0
## 16      GasA        Ex          Y      FuseA       854         0            0
## 17      GasA        Ex          Y      SBrkr      1004         0            0
## 18      GasA        TA          Y      SBrkr      1296         0            0
## 19      GasA        Ex          Y      SBrkr      1114         0            0
## 20      GasA        TA          Y      SBrkr      1339         0            0
## 21      GasA        Ex          Y      SBrkr      1158      1218            0
## 22      GasA        Ex          Y      FuseF      1108         0            0
## 23      GasA        Ex          Y      SBrkr      1795         0            0
## 24      GasA        TA          Y      SBrkr      1060         0            0
## 25      GasA        Ex          Y      SBrkr      1060         0            0
## 26      GasA        Ex          Y      SBrkr      1600         0            0
## 27      GasA        TA          Y      SBrkr       900         0            0
## 28      GasA        Ex          Y      SBrkr      1704         0            0
## 29      GasA        TA          Y      SBrkr      1600         0            0
## 30      GasA        Fa          N      SBrkr       520         0            0
## 31      GasA        TA          N      SBrkr       649       668            0
## 32      GasA        Gd          Y      SBrkr      1228         0            0
## 33      GasA        Ex          Y      SBrkr      1234         0            0
## 34      GasA        Gd          Y      SBrkr      1700         0            0
## 35      GasA        Ex          Y      SBrkr      1561         0            0
## 36      GasA        Ex          Y      SBrkr      1132      1320            0
## 37      GasA        Ex          Y      SBrkr      1097         0            0
## 38      GasA        Gd          Y      SBrkr      1297         0            0
## 39      GasA        TA          Y      SBrkr      1057         0            0
## 40      GasA        TA          N      FuseP      1152         0            0
## 41      GasA        Ex          Y      SBrkr      1324         0            0
## 42      GasA        Gd          Y      SBrkr      1328         0            0
## 43      GasA        Gd          Y      SBrkr       884         0            0
## 44      GasA        TA          Y      SBrkr       938         0            0
## 45      GasA        Ex          Y      FuseA      1150         0            0
## 46      GasA        Ex          Y      SBrkr      1752         0            0
## 47      GasA        Ex          Y      SBrkr      1518       631            0
## 48      GasA        Ex          Y      SBrkr      1656         0            0
## 49      GasA        Gd          Y      SBrkr       736       716            0
## 50      GasA        Ex          Y      SBrkr       955         0            0
## 51      GasA        Gd          Y      SBrkr       794       676            0
## 52      GasA        TA          Y      SBrkr       816         0          360
## 53      GasA        TA          N      SBrkr       816         0            0
## 54      GasA        Gd          Y      SBrkr      1842         0            0
## 55      GasA        TA          Y      SBrkr      1360         0            0
## 56      GasA        Gd          Y      SBrkr      1425         0            0
## 57      GasA        Ex          Y      SBrkr       983       756            0
## 58      GasA        Ex          Y      SBrkr       860       860            0
## 59      GasA        Ex          Y      SBrkr      1426      1519            0
## 60      GasA        Ex          Y      SBrkr       780         0            0
## 61      GasA        Ex          Y      SBrkr      1158         0            0
## 62      GasA        TA          N      SBrkr       581       530            0
## 63      GasA        Ex          Y      SBrkr      1370         0            0
## 64      GasA        Gd          Y      SBrkr       902       808            0
## 65      GasA        Ex          Y      SBrkr      1057       977            0
## 66      GasA        Ex          Y      SBrkr      1143      1330            0
## 67      GasA        TA          Y      SBrkr      2207         0            0
## 68      GasA        Ex          Y      SBrkr      1479         0            0
## 69      GasA        TA          Y      SBrkr       747         0            0
## 70      GasW        TA          Y      SBrkr      1304       983            0
## 71      GasA        Ex          Y      SBrkr      2223         0            0
## 72      GasA        TA          Y      SBrkr       845         0            0
## 73      GasA        Gd          Y      SBrkr       885       833            0
## 74      GasA        Gd          Y      SBrkr      1086         0            0
## 75      GasA        Gd          N      SBrkr       840       765            0
## 76      GasA        TA          Y      SBrkr       526       462            0
## 77      GasA        Ex          Y      FuseA       952         0            0
## 78      GasA        TA          Y      SBrkr      1072       213            0
## 79      GasA        TA          N      SBrkr      1768         0            0
## 80      GasA        Gd          Y      SBrkr       682       548            0
## 81      GasA        TA          Y      SBrkr      1182       960            0
## 82      GasA        Ex          Y      SBrkr      1337         0            0
## 83      GasA        Ex          Y      SBrkr      1563         0            0
## 84      GasA        Gd          Y      SBrkr      1065         0            0
## 85      GasA        Gd          Y      SBrkr       804       670            0
## 86      GasA        Ex          Y      SBrkr      1301      1116            0
## 87      GasA        Ex          Y      SBrkr       684       876            0
## 88      GasA        Ex          Y      SBrkr       612       612            0
## 89      GasA        TA          N      SBrkr      1013         0          513
## 90      GasA        Ex          Y      SBrkr       990         0            0
## 91      GasA        TA          Y      FuseA      1040         0            0
## 92      GasA        TA          Y      SBrkr      1235         0            0
## 93      GasA        Ex          Y      SBrkr       964         0            0
## 94      GasW        Ex          N      SBrkr      1260      1031            0
## 95      GasA        Ex          Y      SBrkr       905       881            0
## 96      GasA        Gd          Y      SBrkr       680       790            0
## 97      GasA        Ex          Y      SBrkr      1588         0            0
## 98      GasA        TA          Y      FuseF       960         0            0
## 99      GasA        Fa          N      SBrkr       835         0            0
## 100     GasA        Fa          Y      SBrkr      1225         0            0
## 101     GasA        Gd          Y      SBrkr      1610         0            0
## 102     GasA        TA          Y      SBrkr       977       755            0
## 103     GasA        TA          Y      SBrkr      1535         0            0
## 104     GasA        Ex          Y      SBrkr      1226         0            0
## 105     GasA        Ex          Y      FuseF      1226       592            0
## 106     GasA        Ex          Y      SBrkr      1053       939            0
## 107     GasA        Gd          Y      SBrkr      1047         0            0
## 108     GasA        Ex          Y      SBrkr       789         0            0
## 109     GasW        TA          N      FuseF       997       520            0
## 110     GasA        Ex          Y      SBrkr      1844         0            0
## 111     GasA        Gd          Y      SBrkr      1216       639            0
## 112     GasA        Ex          Y      SBrkr       774       656            0
## 113     GasA        Ex          Y      SBrkr      1282      1414            0
## 114     GasA        TA          Y      SBrkr      2259         0            0
## 115     GasA        Ex          Y      SBrkr      1436       884            0
## 116     GasA        Gd          Y      SBrkr       729       729            0
## 117     GasA        TA          Y      SBrkr      1092         0            0
## 118     GasA        Gd          Y      SBrkr      1125         0            0
## 119     GasA        Gd          Y      SBrkr      1699      1523            0
## 120     GasA        Ex          Y      SBrkr       728       728            0
## 121     GasA        Ex          Y      SBrkr       988         0            0
## 122     GasA        Gd          Y      SBrkr       772       351            0
## 123     GasA        Gd          Y      SBrkr      1080         0            0
## 124     GasA        Ex          Y      SBrkr      1199         0            0
## 125     GasA        TA          Y      SBrkr      1586         0            0
## 126     GasA        Gd          N      SBrkr       520         0          234
## 127     GasA        TA          Y      SBrkr       958         0            0
## 128     GasA        Ex          Y      SBrkr       840         0            0
## 129     GasA        TA          Y      SBrkr       660       688            0
## 130     GasA        TA          Y      FuseA      1053         0            0
## 131     GasA        Ex          Y      SBrkr      1216       941            0
## 132     GasA        Ex          Y      SBrkr      1022      1032            0
## 133     GasA        Gd          Y      SBrkr      1327         0            0
## 134     GasA        Ex          Y      SBrkr      1296         0            0
## 135     GasA        Gd          Y      SBrkr      1721         0            0
## 136     GasA        Gd          Y      SBrkr      1682         0            0
## 137     GasA        TA          Y      SBrkr      1214         0            0
## 138     GasA        Gd          Y      SBrkr      1959         0            0
## 139     GasA        Ex          Y      SBrkr      1004       848            0
## 140     GasA        Ex          Y      SBrkr       928       836            0
## 141     GasA        TA          Y      SBrkr       864         0            0
## 142     GasA        Ex          Y      SBrkr      1734         0            0
## 143     GasA        Fa          Y      SBrkr       910       475            0
## 144     GasA        Ex          Y      SBrkr      1501         0            0
## 145     GasA        TA          Y      SBrkr      1728         0            0
## 146     GasA        Ex          Y      SBrkr       970       739            0
## 147     GasA        TA          Y      FuseA       875         0            0
## 148     GasA        Ex          Y      SBrkr       884      1151            0
## 149     GasA        Ex          Y      SBrkr      1080         0            0
## 150     GasA        Gd          Y      FuseA       896       448            0
## 151     GasA        TA          Y      SBrkr       969         0            0
## 152     GasA        Ex          Y      SBrkr      1710         0            0
## 153     GasA        Gd          Y      SBrkr      1097       896            0
## 154     GasA        Gd          Y      SBrkr      1252         0            0
## 155     GasA        TA          Y      FuseA      1200         0            0
## 156     Grav        Fa          N      FuseF       572       524            0
## 157     GasA        TA          Y      FuseF      1040         0            0
## 158     GasA        Ex          Y      SBrkr       774      1194            0
## 159     GasA        Ex          Y      SBrkr       991       956            0
## 160     GasA        Ex          Y      SBrkr      1392      1070            0
## 161     GasA        TA          Y      SBrkr      1232         0            0
## 162     GasA        Ex          Y      SBrkr      1572      1096            0
## 163     GasA        Ex          Y      SBrkr      1541         0            0
## 164     GasA        Ex          Y      SBrkr       882         0            0
## 165     GasA        Gd          Y      FuseA      1149       467            0
## 166     GasA        Gd          Y      SBrkr       808       547            0
## 167     GasA        Ex          Y      FuseA      1867         0            0
## 168     GasA        Ex          Y      SBrkr      1610       551            0
## 169     GasA        Ex          Y      SBrkr       840       880            0
## 170     GasA        TA          Y      SBrkr      1707         0            0
## 171     GasA        TA          Y      SBrkr       854         0          528
## 172     GasA        Fa          Y      SBrkr      1656         0            0
## 173     GasA        Gd          Y      SBrkr      1064       703            0
## 174     GasA        TA          Y      SBrkr      1362         0            0
## 175     GasA        TA          Y      SBrkr      1651         0            0
## 176     GasA        TA          Y      SBrkr      2158         0            0
## 177     GasA        TA          Y      SBrkr      1164       896            0
## 178     GasA        Ex          Y      SBrkr      1252       668            0
## 179     GasA        Ex          Y      SBrkr      2234         0            0
## 180     GasA        TA          Y      SBrkr       968         0            0
## 181     GasA        Ex          Y      SBrkr       769       756            0
## 182     GasA        Gd          Y      SBrkr       901       901            0
## 183     GasA        Ex          Y      SBrkr      1340         0            0
## 184     GasA        Ex          Y      SBrkr      1362       720            0
## 185     GasA        Gd          Y      SBrkr       936       316            0
## 186     GasA        Ex          Y      SBrkr      1518      1518          572
## 187     GasA        Ex          Y      SBrkr      1217         0            0
## 188     GasA        Ex          Y      SBrkr       808       704          144
## 189     GasA        TA          Y      SBrkr      1224         0            0
## 190     GasA        Ex          Y      SBrkr      1593         0            0
## 191     GasA        TA          Y      SBrkr      1549      1178            0
## 192     GasA        Gd          Y      SBrkr       725       754            0
## 193     GasA        Ex          Y      SBrkr      1431         0            0
## 194     GasA        Ex          Y      SBrkr       970       739            0
## 195     GasA        TA          Y      SBrkr       864         0            0
## 196     GasA        TA          Y      SBrkr       855       601            0
## 197     GasA        Ex          Y      SBrkr      1726         0            0
## 198     GasA        Gd          Y      SBrkr      1360      1360          392
## 199     GasA        Ex          Y      SBrkr       929       929          371
## 200     GasA        Ex          Y      SBrkr      1713         0            0
## 201     GasA        Ex          Y      SBrkr      1121         0            0
## 202     GasA        TA          Y      SBrkr      1279         0            0
## 203     GasA        Gd          Y      SBrkr       865       445            0
## 204     GasA        Ex          Y      SBrkr       848         0            0
## 205     GasA        TA          Y      SBrkr       720       564            0
## 206     GasA        Ex          Y      SBrkr      1442         0            0
## 207     GasA        TA          Y      SBrkr      1696         0            0
## 208     GasA        TA          Y      SBrkr      1100         0            0
## 209     GasA        Ex          Y      SBrkr      1180       882            0
## 210     GasA        Ex          Y      SBrkr      1092         0            0
## 211     GasA        TA          N      FuseA       864         0            0
## 212     GasA        Ex          Y      SBrkr      1212         0            0
## 213     GasA        Ex          Y      SBrkr       932       920            0
## 214     GasA        Ex          Y      SBrkr       990         0            0
## 215     GasA        Ex          Y      SBrkr       689       703            0
## 216     GasA        TA          Y      SBrkr      1236         0            0
## 217     GasA        Ex          Y      SBrkr      1436         0            0
## 218     GasA        Fa          N      SBrkr       810       518            0
## 219     GasA        Ex          Y      SBrkr      1137       817            0
## 220     GasA        Ex          Y      SBrkr      1248         0            0
## 221     GasA        Ex          Y      SBrkr      1498         0            0
## 222     GasA        Ex          Y      SBrkr      1010      1257            0
## 223     GasA        TA          Y      SBrkr       811       741            0
## 224     GasA        Gd          Y      SBrkr       864         0            0
## 225     GasA        Ex          Y      SBrkr      2392         0            0
## 226     GasA        TA          Y      SBrkr       630       672            0
## 227     GasA        Ex          Y      SBrkr      1214      1306            0
## 228     GasA        TA          Y      SBrkr       483       504            0
## 229     GasA        TA          Y      SBrkr       912         0            0
## 230     GasA        Ex          Y      SBrkr      1555         0            0
## 231     GasA        TA          Y      SBrkr      1194         0            0
## 232     GasA        Ex          Y      SBrkr      1490      1304            0
## 233     GasA        TA          Y      SBrkr       483       504            0
## 234     GasA        TA          Y      SBrkr       894         0            0
## 235     GasA        Ex          Y      SBrkr       860      1100            0
## 236     GasA        TA          Y      SBrkr       483       504            0
## 237     GasA        Ex          Y      SBrkr      1414         0            0
## 238     GasA        Ex          Y      SBrkr      1014       730            0
## 239     GasA        Ex          Y      SBrkr      1694         0            0
## 240     GasA        TA          Y      FuseA       798       689            0
## 241     GasA        Ex          Y      SBrkr      1566         0            0
## 242     GasA        Gd          Y      SBrkr       866         0            0
## 243     GasA        Gd          N      FuseA       889       551            0
## 244     GasA        TA          Y      SBrkr       626       591            0
## 245     GasA        Ex          Y      SBrkr      1222       888            0
## 246     GasA        Gd          Y      SBrkr      1872         0            0
## 247     GasA        Gd          N      FuseP       908      1020            0
## 248     GasA        Ex          Y      SBrkr      1375         0            0
## 249     GasA        Ex          Y      SBrkr       840       828            0
## 250     GasA        Gd          Y      SBrkr      1444       700            0
## 251     GasA        Ex          Y      SBrkr      1306         0            0
## 252     GasA        Ex          Y      SBrkr      1625         0            0
## 253     GasA        Ex          Y      SBrkr       798       842            0
## 254     GasA        Ex          Y      SBrkr      1302         0            0
## 255     GasA        TA          Y      SBrkr      1314         0            0
## 256     GasA        Ex          Y      SBrkr      1005      1286            0
## 257     GasA        Ex          Y      SBrkr       864       864            0
## 258     GasA        Ex          Y      SBrkr      1604         0            0
## 259     GasA        Ex          Y      SBrkr       963       829            0
## 260     GasA        Gd          Y      FuseA       882         0            0
## 261     GasA        TA          Y      SBrkr      1382         0            0
## 262     GasA        Ex          Y      SBrkr      1482      1092            0
## 263     GasA        TA          Y      SBrkr      1212         0            0
## 264     GasA        TA          Y      SBrkr       926         0          390
## 265     GasA        Gd          N      FuseP       764         0            0
## 266     GasA        TA          Y      SBrkr      1422         0            0
## 267     GasA        Gd          Y      SBrkr       802       709            0
## 268     GasA        Ex          Y      SBrkr      1052       720          420
## 269     GasA        Ex          Y      SBrkr       778         0            0
## 270     GasA        TA          Y      SBrkr      1113         0            0
## 271     GasA        Gd          Y      SBrkr      1095       844            0
## 272     GasA        Ex          Y      SBrkr      1363         0            0
## 273     GasA        Ex          Y      SBrkr      1164      1106            0
## 274     GasA        Gd          Y      SBrkr      1632         0            0
## 275     GasA        TA          Y      SBrkr       816         0            0
## 276     GasW        Gd          N      SBrkr       952       596            0
## 277     GasA        Ex          Y      SBrkr      1560         0            0
## 278     GasA        Ex          Y      SBrkr       864         0            0
## 279     GasA        Ex          Y      SBrkr      2121         0            0
## 280     GasA        Ex          Y      SBrkr      1156       866            0
## 281     GasA        Gd          Y      SBrkr      1175       807            0
## 282     GasA        Gd          Y      SBrkr      1262         0            0
## 283     GasA        Ex          Y      SBrkr      1314         0            0
## 284     GasA        Ex          Y      SBrkr      1468         0            0
## 285     GasA        Gd          Y      SBrkr      1575         0            0
## 286     GasA        Ex          Y      SBrkr       625       625            0
## 287     GasA        TA          Y      SBrkr      1085       649            0
## 288     GasA        TA          Y      SBrkr       858         0            0
## 289     GasA        TA          Y      SBrkr       900         0            0
## 290     GasA        Ex          Y      FuseA       698       698            0
## 291     GasA        Ex          Y      SBrkr      1079       840            0
## 292     GasA        Ex          N      SBrkr       936       780            0
## 293     GasA        Gd          Y      SBrkr      1148       568            0
## 294     GasA        Fa          Y      SBrkr      1468       795            0
## 295     GasA        TA          Y      SBrkr      1644         0            0
## 296     GasA        TA          Y      SBrkr      1003         0            0
## 297     GasA        TA          Y      FuseA       910       648            0
## 298     GasA        Ex          Y      SBrkr       975       975            0
## 299     GasA        Gd          Y      SBrkr      1041       702            0
## 300     GasA        Ex          Y      SBrkr      1152         0            0
## 301     GasA        TA          Y      SBrkr      1336         0            0
## 302     GasA        Ex          Y      SBrkr      1210      1242            0
## 303     GasA        Ex          Y      SBrkr      1541         0            0
## 304     GasA        TA          Y      SBrkr       894         0            0
## 305     GasA        Ex          Y      SBrkr      1675      1818            0
## 306     GasA        Ex          Y      SBrkr      2000         0            0
## 307     GasA        Gd          Y      SBrkr      1122      1121            0
## 308     GasA        TA          Y      FuseA      1035       371            0
## 309     GasA        Ex          Y      SBrkr       861         0            0
## 310     GasA        Ex          Y      SBrkr      1944         0            0
## 311     GasA        Gd          Y      SBrkr       697       804            0
## 312     GasA        Ex          Y      SBrkr       972         0            0
## 313     GasA        TA          Y      SBrkr       793       325            0
## 314     GasW        TA          Y      SBrkr      2036         0            0
## 315     GasA        Ex          Y      SBrkr       832       809            0
## 316     GasA        Ex          Y      SBrkr       716       716            0
## 317     GasA        TA          Y      SBrkr      1153      1200            0
## 318     GasA        Ex          Y      SBrkr      1088       871            0
## 319     GasA        Ex          Y      SBrkr      1372      1274            0
## 320     GasA        TA          Y      SBrkr      1472         0            0
## 321     GasA        Ex          Y      SBrkr      1249      1347            0
## 322     GasA        Ex          Y      SBrkr      1136      1332            0
## 323     GasA        Ex          Y      SBrkr      1553      1177            0
## 324     GasA        Ex          Y      SBrkr      1163         0            0
## 325     GasA        Ex          Y      SBrkr      1898      1080            0
## 326     GasA        Po          N      FuseF       803         0            0
## 327     GasA        Ex          Y      SBrkr      1719         0            0
## 328     GasA        TA          Y      SBrkr      1383         0            0
## 329     GasA        Gd          N      FuseA      1445       689            0
## 330     GasA        TA          N      SBrkr       596       596            0
## 331     GasA        TA          Y      SBrkr      1728         0            0
## 332     GasA        Fa          Y      SBrkr      1056         0            0
## 333     GasA        Ex          Y      SBrkr      1629         0            0
## 334     GasA        Ex          Y      SBrkr      1358         0            0
## 335     GasA        Gd          Y      SBrkr       943       695            0
## 336     GasA        Ex          Y      SBrkr      1619       167            0
## 337     GasA        Ex          Y      SBrkr      1922         0            0
## 338     GasA        Ex          Y      SBrkr      1536         0            0
## 339     GasA        Ex          Y      SBrkr      1621         0            0
## 340     GasA        TA          Y      FuseA      1215         0            0
## 341     GasA        Ex          Y      SBrkr       993       915            0
## 342     GasA        Gd          Y      SBrkr       841         0            0
## 343     Wall        Fa          N      FuseA      1040         0            0
## 344     GasA        Ex          Y      SBrkr      1684         0            0
## 345     GasA        TA          Y      SBrkr       536       576            0
## 346     GasA        Gd          Y      SBrkr       972       605            0
## 347     GasA        TA          Y      SBrkr       958         0            0
## 348     GasA        Ex          Y      FuseA      1478         0            0
## 349     GasA        Ex          Y      SBrkr       764       862            0
## 350     GasA        Ex          Y      SBrkr      1848       880            0
## 351     GasA        Ex          Y      SBrkr      1869         0            0
## 352     GasA        Gd          Y      SBrkr      1453         0            0
## 353     GasA        TA          N      SBrkr       616       495            0
## 354     GasA        Gd          Y      SBrkr       720         0            0
## 355     GasA        Ex          Y      SBrkr      1192       403            0
## 356     GasA        Ex          Y      SBrkr      1200         0            0
## 357     GasA        Gd          Y      SBrkr      1167         0            0
## 358     GasA        TA          Y      SBrkr      1142         0            0
## 359     GasA        Ex          Y      FuseF      1352         0            0
## 360     GasA        Ex          Y      SBrkr      1086       838            0
## 361     GasA        Ex          Y      SBrkr       912         0            0
## 362     GasA        Gd          Y      SBrkr       988       517            0
## 363     GasA        Ex          Y      SBrkr       495      1427            0
## 364     GasA        Gd          Y      SBrkr       483       504            0
## 365     GasA        TA          Y      SBrkr       790       784            0
## 366     GasA        Gd          Y      FuseA       672       672            0
## 367     GasA        Gd          Y      SBrkr      1394         0            0
## 368     GasA        Gd          Y      SBrkr      1431         0            0
## 369     GasA        Gd          Y      SBrkr      1268         0            0
## 370     GasA        Ex          Y      SBrkr      1287         0            0
## 371     GasA        Ex          Y      SBrkr       953       711            0
## 372     GasA        TA          Y      SBrkr      1120       468            0
## 373     GasA        TA          Y      SBrkr       752         0            0
## 374     GasA        TA          Y      SBrkr      1319         0            0
## 375     GasA        Ex          Y      SBrkr       847      1081            0
## 376     GasA        Gd          N      FuseA       904         0            0
## 377     GasA        Ex          Y      SBrkr       914         0            0
## 378     GasA        Ex          Y      SBrkr      1580       886            0
## 379     GasA        Ex          Y      SBrkr      1856         0            0
## 380     GasA        Ex          Y      SBrkr      1007       793            0
## 381     GasA        TA          Y      SBrkr      1026       665            0
## 382     GasA        Ex          Y      SBrkr      1301         0            0
## 383     GasA        Ex          Y      SBrkr       939       858            0
## 384     GasA        TA          N      FuseA       784         0            0
## 385     GasA        Ex          Y      SBrkr      1079       874            0
## 386     GasA        Ex          Y      SBrkr      1269         0            0
## 387     GasA        TA          Y      SBrkr       658       526            0
## 388     GasA        Ex          Y      SBrkr      1125         0            0
## 389     GasA        Ex          Y      SBrkr      1479         0            0
## 390     GasA        Ex          Y      SBrkr      1742       590            0
## 391     GasA        Ex          Y      SBrkr       961       406            0
## 392     GasA        Ex          Y      SBrkr       804      1157            0
## 393     GasA        TA          Y      SBrkr       882         0            0
## 394     GasA        TA          Y      FuseA       788         0            0
## 395     GasA        Gd          Y      FuseA       735       299            0
## 396     GasA        TA          Y      SBrkr      1144         0            0
## 397     GasA        TA          Y      SBrkr       894         0            0
## 398     GasA        TA          Y      SBrkr       876       936            0
## 399     GasA        Gd          Y        Mix      1077         0            0
## 400     GasA        Ex          Y      SBrkr      1112       438            0
## 401     GasA        Ex          Y      SBrkr      1288         0            0
## 402     GasA        Ex          Y      SBrkr      1310         0            0
## 403     GasA        Ex          Y      SBrkr       672         0            0
## 404     GasA        Gd          Y      SBrkr      1165      1098            0
## 405     GasA        Gd          Y      SBrkr       806       766            0
## 406     GasA        Ex          Y      SBrkr      1620         0            0
## 407     GasA        Ex          Y      FuseA      1166         0          473
## 408     GasA        Ex          Y      SBrkr       840       840            0
## 409     GasA        Ex          Y      SBrkr      1071      1101            0
## 410     GasA        Ex          Y      SBrkr      1050      1028            0
## 411     GasA        TA          Y      FuseA      1276         0            0
## 412     GasA        TA          N      SBrkr      1056         0            0
## 413     GasA        Ex          Y      SBrkr      1478         0            0
## 414     GasA        Gd          Y      FuseA      1028         0            0
## 415     GasA        Ex          Y      SBrkr      1080      1017            0
## 416     GasA        Ex          Y      SBrkr      1340         0            0
## 417     GasA        TA          Y      SBrkr       672       728            0
## 418     GasW        TA          N      FuseA      1370      1254            0
## 419     GasA        Fa          N      FuseF       756       378            0
## 420     GasA        Ex          Y      SBrkr      1056         0            0
## 421     GasA        Ex          Y      SBrkr      1344         0            0
## 422     GasA        Gd          Y      SBrkr      1602         0            0
## 423     GasA        Ex          Y      FuseA       988         0            0
## 424     GasA        Gd          Y      SBrkr      1470      1160            0
## 425     GasA        Gd          Y      FuseA      1196         0            0
## 426     GasA        Gd          Y      SBrkr       707       682            0
## 427     GasA        Gd          Y      SBrkr      1644         0            0
## 428     GasA        Ex          Y      SBrkr       907         0            0
## 429     GasA        Ex          Y      SBrkr      1208         0            0
## 430     GasA        TA          Y      SBrkr      1412         0            0
## 431     GasA        TA          Y      SBrkr       483       504            0
## 432     GasA        Gd          Y      SBrkr      1088       110            0
## 433     GasA        Ex          Y      SBrkr       765       600            0
## 434     GasA        Ex          Y      SBrkr       926       678            0
## 435     GasA        Gd          Y      SBrkr       630         0            0
## 436     GasA        Ex          Y      SBrkr       827       834            0
## 437     GasA        TA          Y      FuseA       734       384            0
## 438     GasA        Gd          Y      SBrkr       904         0            0
## 439     GasA        TA          N      SBrkr       694         0            0
## 440     GasA        Gd          Y      SBrkr       684       512            0
## 441     GasA        Ex          Y      SBrkr      2402         0            0
## 442     GasA        TA          N      FuseF      1440         0            0
## 443     GasA        TA          Y      SBrkr      1128       445            0
## 444     GasA        Ex          Y      SBrkr      1258         0            0
## 445     GasA        Ex          Y      SBrkr       933       975            0
## 446     GasA        Fa          Y      SBrkr      1689         0            0
## 447     GasA        Ex          Y      SBrkr      1888         0            0
## 448     GasA        Gd          Y      SBrkr       956       930            0
## 449     GasA        TA          Y      SBrkr       780       596            0
## 450     GasA        Ex          Y      SBrkr       679       504            0
## 451     GasA        Ex          Y      FuseA       813         0            0
## 452     GasA        TA          Y      SBrkr      1533         0            0
## 453     GasA        Ex          Y      SBrkr       888       868            0
## 454     GasA        Ex          Y      SBrkr       786       804            0
## 455     GasA        TA          Y      SBrkr      1728         0            0
## 456     GasA        Fa          Y      SBrkr      1242         0            0
## 457     GasA        Fa          N      SBrkr       624       720            0
## 458     GasA        Ex          Y      SBrkr      1663         0            0
## 459     GasA        Fa          Y      SBrkr       833       833            0
## 460     GasA        TA          Y      SBrkr       979       224            0
## 461     GasA        Ex          Y      SBrkr       832      1103            0
## 462     GasA        Ex          Y      SBrkr       575       560            0
## 463     GasA        Gd          Y      SBrkr       864         0            0
## 464     GasA        Fa          Y      FuseA       849       811            0
## 465     GasA        TA          Y      SBrkr      1040         0            0
## 466     GasA        Ex          Y      SBrkr      1414         0            0
## 467     GasA        TA          Y      SBrkr      1277         0            0
## 468     GasA        Ex          Y      SBrkr       888       756            0
## 469     GasA        Ex          Y      SBrkr      1634         0            0
## 470     GasA        Ex          Y      SBrkr       832       878            0
## 471     GasA        TA          Y      SBrkr      1502         0            0
## 472     GasA        TA          Y      SBrkr      1161       808            0
## 473     GasA        Ex          Y      SBrkr      1072         0            0
## 474     GasA        Ex          Y      SBrkr      1976         0            0
## 475     GasA        Ex          Y      SBrkr      1652         0            0
## 476     GasA        TA          Y      SBrkr       970         0            0
## 477     GasA        Ex          Y      SBrkr      1493         0            0
## 478     GasA        Ex          Y      SBrkr      2069       574            0
## 479     GasA        Ex          Y      SBrkr      1718         0            0
## 480     GasA        TA          Y      SBrkr      1131         0            0
## 481     GasA        Ex          Y      SBrkr      1850         0            0
## 482     GasA        Ex          Y      SBrkr      1792         0            0
## 483     GasA        Ex          Y      SBrkr       916       910            0
## 484     GasA        Ex          Y      SBrkr      1216         0            0
## 485     GasA        Gd          Y      SBrkr       999         0            0
## 486     GasA        Gd          Y      SBrkr      1113         0            0
## 487     GasA        TA          Y      SBrkr      1073         0            0
## 488     GasA        Gd          Y      SBrkr      1484         0            0
## 489     GasA        TA          N      FuseA      1766       648            0
## 490     GasA        TA          Y      SBrkr       630         0            0
## 491     GasA        TA          Y      SBrkr       616       688            0
## 492     GasA        TA          Y      FuseA       958       620            0
## 493     GasA        Gd          Y      SBrkr       728       728            0
## 494     GasA        TA          Y      FuseA      1269         0            0
## 495     GasA        Gd          Y      FuseA       886         0            0
## 496     GasA        TA          N      FuseA       720         0            0
## 497     GasA        Ex          Y      SBrkr      3228         0            0
## 498     GasA        Ex          Y      SBrkr      1133       687            0
## 499     GasA        Ex          Y      SBrkr       899         0            0
## 500     GasA        Fa          Y      SBrkr       912         0            0
## 501     GasA        TA          Y      SBrkr       672       546            0
## 502     GasA        Gd          Y      SBrkr       866       902            0
## 503     GasA        Ex          Y      SBrkr      1214         0            0
## 504     GasA        TA          Y      SBrkr      1801         0            0
## 505     GasA        TA          Y      SBrkr       855       467            0
## 506     GasA        Gd          Y      SBrkr       960      1000            0
## 507     GasA        Ex          Y      SBrkr      1065       846            0
## 508     GasA        Ex          Y      SBrkr      1218         0            0
## 509     GasA        Ex          Y      SBrkr       689       689            0
## 510     GasA        Ex          Y      SBrkr      1041         0            0
## 511     GasA        Ex          Y      SBrkr      1363         0            0
## 512     GasA        Ex          Y      SBrkr      1368         0            0
## 513     GasA        TA          Y      SBrkr       864         0            0
## 514     GasA        TA          Y      SBrkr      1080         0            0
## 515     Grav        Fa          N      SBrkr       789         0            0
## 516     GasA        Ex          Y      SBrkr      2020         0            0
## 517     GasA        TA          Y      SBrkr      1378       741            0
## 518     GasA        Ex          Y      SBrkr      1277      1067            0
## 519     GasA        Ex          Y      SBrkr       882       914            0
## 520     GasA        Ex          Y      SBrkr      1276       804            0
## 521     GasA        TA          N      FuseA       694       600            0
## 522     GasA        Ex          Y      FuseA      1244         0            0
## 523     GasA        Ex          Y      SBrkr      1004       660            0
## 524     GasA        Ex          Y      SBrkr      3138      1538            0
## 525     GasA        Ex          Y      SBrkr      1383      1015            0
## 526     GasA        Ex          Y      SBrkr      1266         0            0
## 527     GasA        TA          Y      SBrkr       928         0            0
## 528     GasA        Ex          Y      SBrkr      1476      1237            0
## 529     GasA        Ex          Y      SBrkr       605         0            0
## 530     GasA        TA          Y      SBrkr      2515         0            0
## 531     GasA        Ex          Y      SBrkr      1509         0            0
## 532     GasA        Ex          Y      SBrkr       751       611            0
## 533     GasA        Ex          Y      SBrkr       827         0            0
## 534     GasA        Fa          N      FuseF       334         0            0
## 535     GasA        Ex          Y      SBrkr       707       707            0
## 536     GasA        TA          Y      SBrkr       820       527            0
## 537     GasA        Ex          Y      SBrkr       880       844            0
## 538     GasA        TA          Y      SBrkr       864         0            0
## 539     GasA        TA          Y      SBrkr      1159         0            0
## 540     GasA        Ex          Y      SBrkr      1601         0            0
## 541     GasA        Ex          Y      SBrkr      1838         0            0
## 542     GasA        Ex          Y      SBrkr       997      1288            0
## 543     GasA        Ex          Y      SBrkr      1680         0            0
## 544     GasA        Ex          Y      SBrkr       767         0            0
## 545     GasA        Ex          Y      SBrkr       664       832            0
## 546     GasA        Gd          Y      SBrkr      1377       806            0
## 547     GasA        Ex          Y      FuseA       915       720            0
## 548     GasA        Ex          Y      SBrkr       768         0            0
## 549     GasA        TA          Y      SBrkr       825         0            0
## 550     GasA        Ex          Y      SBrkr       912      1182            0
## 551     GasA        TA          Y      SBrkr      1069         0            0
## 552     GasA        Gd          Y      FuseA       928         0            0
## 553     GasA        Ex          Y      SBrkr      1717         0            0
## 554     GasA        Ex          Y      SBrkr      1126         0            0
## 555     GasA        Ex          Y      SBrkr      1006      1040            0
## 556     GasA        TA          Y      FuseA      1048         0            0
## 557     GasA        TA          Y      FuseA      1092         0            0
## 558     GasA        Gd          Y      SBrkr       897       439            0
## 559     GasA        Ex          Y      SBrkr       729       717            0
## 560     GasA        Ex          Y      SBrkr      1557         0            0
## 561     GasA        TA          Y      SBrkr      1392         0            0
## 562     GasA        Gd          Y      SBrkr      1389         0            0
## 563     GasA        Ex          Y      SBrkr       996         0            0
## 564     GasA        Ex          Y      SBrkr      1163       511            0
## 565     GasA        Ex          Y      SBrkr      1166      1129            0
## 566     GasA        TA          N      FuseF       841       806            0
## 567     GasA        Ex          Y      SBrkr      1134      1370            0
## 568     GasA        Ex          Y      SBrkr      1535         0            0
## 569     GasA        Ex          Y      SBrkr      1496       636            0
## 570     GasA        TA          Y      SBrkr       943         0            0
## 571     GasA        TA          Y      SBrkr      1728         0            0
## 572     GasA        Ex          Y      SBrkr       864         0            0
## 573     GasA        Gd          Y      SBrkr       846       846            0
## 574     GasA        Ex          Y      SBrkr       774       656            0
## 575     GasA        TA          Y      SBrkr       576       533            0
## 576     GasA        TA          Y      SBrkr       832       384            0
## 577     GasA        Gd          Y      SBrkr       877       600            0
## 578     GasA        Ex          Y      SBrkr      1320         0            0
## 579     GasA        Ex          Y      SBrkr       703       689            0
## 580     GasA        Ex          N      FuseF      1050       745            0
## 581     GasA        Ex          Y      SBrkr      1429         0            0
## 582     GasA        Ex          Y      SBrkr      2042         0            0
## 583     GasA        TA          Y      SBrkr       816         0            0
## 584     GasA        Gd          Y      SBrkr      1521      1254            0
## 585     GasA        Ex          Y      SBrkr       989       584            0
## 586     GasA        Ex          Y      SBrkr      2028         0            0
## 587     GasA        Ex          Y      SBrkr       838         0            0
## 588     GasA        TA          Y      SBrkr       860         0            0
## 589     GasA        Ex          Y      SBrkr      1473         0            0
## 590     GasA        TA          Y      FuseA       779         0          156
## 591     GasA        Ex          Y      SBrkr       770       812            0
## 592     GasA        Ex          Y      SBrkr      1728       568            0
## 593     GasA        Ex          Y      SBrkr       816         0            0
## 594     GasA        Ex          Y      SBrkr       848         0            0
## 595     GasA        TA          Y      SBrkr       924         0            0
## 596     GasA        Ex          Y      SBrkr      1826         0            0
## 597     GasA        Ex          N      FuseA       684       684            0
## 598     GasA        Ex          Y      SBrkr      1402         0            0
## 599     GasA        Ex          Y      SBrkr      1647         0            0
## 600     GasA        TA          Y      SBrkr       716       840            0
## 601     GasA        Ex          Y      SBrkr      1058       846            0
## 602     GasA        TA          Y      SBrkr       780       595            0
## 603     GasA        Ex          Y      SBrkr       927       988            0
## 604     GasA        Ex          Y      SBrkr       600       600            0
## 605     GasA        Ex          Y      SBrkr      1494         0            0
## 606     GasA        TA          Y      SBrkr      1186       800            0
## 607     GasA        Gd          Y      SBrkr      1040         0            0
## 608     GasA        Ex          Y      SBrkr      1112       896            0
## 609     GasA        TA          Y      SBrkr      1940      1254            0
## 610     GasA        Gd          Y      SBrkr      1029         0            0
## 611     GasA        Ex          Y      SBrkr      1476       677            0
## 612     GasA        TA          Y      SBrkr      1032         0            0
## 613     GasA        Ex          Y      SBrkr      1299       573            0
## 614     GasA        Ex          Y      SBrkr      1120         0            0
## 615     GasA        Ex          Y      SBrkr       630         0            0
## 616     GasA        Ex          Y      SBrkr      1054         0            0
## 617     GasA        Ex          Y      SBrkr       807       702            0
## 618     GasA        Gd          Y      SBrkr       832         0            0
## 619     GasA        Ex          Y      SBrkr      1828         0            0
## 620     GasA        Ex          Y      SBrkr      1482       780            0
## 621     GasA        TA          N      FuseF       864         0            0
## 622     GasA        TA          Y      SBrkr      1548      1066            0
## 623     GasA        TA          Y      SBrkr       980         0            0
## 624     GasA        Ex          Y      SBrkr       756       756            0
## 625     GasA        Gd          Y      SBrkr      1012       778            0
## 626     GasA        TA          Y      SBrkr      1116         0            0
## 627     GasA        TA          Y      SBrkr      1422         0            0
## 628     GasA        Ex          Y      SBrkr      1520         0            0
## 629     GasA        TA          Y      SBrkr      1040      1040            0
## 630     GasA        TA          Y      SBrkr      1350         0            0
## 631     GasA        TA          Y      FuseA      1089       661            0
## 632     GasA        Ex          Y      SBrkr      1554         0            0
## 633     GasA        TA          Y      SBrkr      1411         0            0
## 634     GasA        TA          Y      SBrkr      1056         0            0
## 635     GasA        Gd          Y      SBrkr      1056         0            0
## 636     GasA        Ex          Y      FuseA      1440      1440          515
## 637     Grav        Fa          N      FuseA       800         0            0
## 638     GasA        TA          Y      FuseA       811       576            0
## 639     GasA        Gd          Y      FuseA       796         0            0
## 640     GasA        Ex          Y      SBrkr      1567         0            0
## 641     GasA        Ex          Y      SBrkr      1518         0            0
## 642     GasA        Ex          Y      SBrkr      1057       872            0
## 643     GasA        Gd          Y      SBrkr      2000       704            0
## 644     GasA        Ex          Y      SBrkr       780       840            0
## 645     GasA        Ex          Y      SBrkr      1766         0            0
## 646     GasA        TA          Y      SBrkr       981         0            0
## 647     GasA        Gd          Y      SBrkr      1048         0            0
## 648     GasA        Ex          Y      SBrkr      1094         0            0
## 649     GasA        TA          Y      SBrkr      1051       788            0
## 650     GasA        Gd          Y      SBrkr       630         0            0
## 651     GasA        Ex          Y      SBrkr       822       843            0
## 652     GasA        TA          Y      SBrkr       755       755            0
## 653     GasA        Ex          Y      SBrkr       909       807            0
## 654     GasA        Ex          Y      SBrkr       756       713            0
## 655     GasA        Ex          Y      SBrkr      2113         0            0
## 656     GasA        TA          Y      SBrkr       525       567            0
## 657     GasA        Ex          Y      SBrkr      1053         0            0
## 658     GasA        TA          Y      SBrkr       851       651            0
## 659     GasA        TA          Y      SBrkr       912       546            0
## 660     GasA        Ex          Y      SBrkr      1486         0            0
## 661     GasA        TA          Y      SBrkr      1142       793            0
## 662     GasA        Ex          Y      SBrkr      1686       762            0
## 663     GasA        Gd          Y      SBrkr      1392         0            0
## 664     GasA        TA          Y      SBrkr      1181         0            0
## 665     GasA        Ex          Y      SBrkr      2097         0            0
## 666     GasA        Ex          Y      SBrkr      1454       482            0
## 667     GasA        TA          Y      SBrkr      1465       915            0
## 668     GasA        Ex          Y      SBrkr      1679         0            0
## 669     GasA        Gd          Y      SBrkr      1437         0            0
## 670     GasA        Ex          Y      SBrkr      1180         0            0
## 671     GasA        Ex          Y      SBrkr       738       738            0
## 672     GasA        TA          N      SBrkr       697       672            0
## 673     GasA        TA          Y      SBrkr      1208         0            0
## 674     GasA        Ex          Y      SBrkr      1839         0            0
## 675     GasA        TA          Y      SBrkr      1136         0            0
## 676     GasA        TA          Y      SBrkr       855       586            0
## 677     GasW        Fa          N      SBrkr      1095       679            0
## 678     GasA        Ex          Y      SBrkr       792         0            0
## 679     GasA        Ex          Y      SBrkr      2046         0            0
## 680     GasA        TA          Y      SBrkr       988         0            0
## 681     GasA        TA          Y      SBrkr       923         0            0
## 682     GasA        Ex          Y      SBrkr       848       672            0
## 683     GasA        Ex          Y      SBrkr      1291         0            0
## 684     GasA        Ex          Y      SBrkr      1668         0            0
## 685     GasA        Gd          Y      SBrkr      1195       644            0
## 686     GasA        Gd          Y      SBrkr      1190       900            0
## 687     GasA        Ex          Y      SBrkr       874       887            0
## 688     GasA        Ex          Y      SBrkr       551       551            0
## 689     GasA        Ex          Y      SBrkr      1419         0            0
## 690     GasA        Ex          Y      SBrkr      1362         0            0
## 691     GasA        Ex          Y      SBrkr       848         0            0
## 692     GasA        Ex          Y      SBrkr      2444      1872            0
## 693     GasA        Ex          Y      SBrkr      1238      1281            0
## 694     GasA        Ex          Y      SBrkr      1073         0            0
## 695     GasA        TA          Y      SBrkr      1067       472            0
## 696     GasA        Gd          Y      SBrkr      1137         0            0
## 697     GasA        Gd          Y      SBrkr       616         0            0
## 698     GasA        Fa          Y      FuseA      1148         0            0
## 699     GasA        Ex          Y      SBrkr       894         0            0
## 700     GasA        Ex          Y      SBrkr      1391         0            0
## 701     GasA        Ex          Y      SBrkr      1800         0            0
## 702     GasA        TA          Y      SBrkr      1164         0            0
## 703     GasA        Ex          Y      SBrkr      1264      1312            0
## 704     GasA        Gd          Y      SBrkr      1032       780            0
## 705     GasA        Ex          Y      SBrkr      1484         0            0
## 706     GasA        Fa          N      SBrkr       372       720            0
## 707     GasA        TA          Y      SBrkr      1824         0            0
## 708     GasA        Ex          Y      SBrkr      1324         0            0
## 709     GasA        Ex          Y      SBrkr       728       728            0
## 710     GasA        TA          Y      SBrkr       904         0            0
## 711     GasA        Gd          Y      SBrkr       729         0            0
## 712     GasA        Gd          Y      SBrkr       859       319            0
## 713     GasA        Gd          Y      SBrkr      1228         0            0
## 714     GasW        TA          N      SBrkr       960         0            0
## 715     GasA        Ex          Y      SBrkr       725       754            0
## 716     GasA        TA          Y      SBrkr      1350         0            0
## 717     GasA        Ex          Y      SBrkr      1576       978            0
## 718     GasA        Gd          Y      SBrkr      1178         0            0
## 719     GasA        Ex          Y      SBrkr      1325      1093            0
## 720     GasA        TA          Y      SBrkr       971         0            0
## 721     GasA        TA          Y      SBrkr      1742         0            0
## 722     GasA        Ex          Y      SBrkr       848         0            0
## 723     GasA        Ex          Y      SBrkr       864         0            0
## 724     GasA        Ex          Y      SBrkr       997       473            0
## 725     GasA        Ex          Y      SBrkr      1698         0            0
## 726     GasA        TA          Y      SBrkr       864         0            0
## 727     GasA        Ex          Y      SBrkr      1680         0            0
## 728     GasA        Ex          Y      SBrkr      1232         0            0
## 729     GasA        TA          Y      SBrkr      1776         0            0
## 730     GasA        TA          Y      FuseA       848         0          360
## 731     GasA        Ex          Y      SBrkr      1616         0            0
## 732     GasA        Ex          Y      SBrkr      1146         0            0
## 733     GasA        Ex          Y      SBrkr      1153       878            0
## 734     GasA        Ex          Y      SBrkr      1144         0            0
## 735     GasA        TA          Y      SBrkr       948         0            0
## 736     GasW        Fa          N      SBrkr       880       888            0
## 737     GasA        Gd          N      FuseF      1040         0            0
## 738     GasA        Ex          Y      SBrkr       901       900            0
## 739     GasA        TA          Y      SBrkr      1200         0            0
## 740     GasA        Ex          Y      SBrkr       864       864            0
## 741     GasA        Ex          Y      SBrkr       768       664            0
## 742     GasA        Gd          Y      SBrkr       912         0            0
## 743     GasA        Ex          Y      SBrkr      1349         0            0
## 744     GasA        Ex          Y      SBrkr      1464         0            0
## 745     GasA        Gd          Y      SBrkr      1337         0            0
## 746     GasA        Ex          Y      SBrkr      1175      1540            0
## 747     GasA        Ex          Y      SBrkr       980      1276            0
## 748     GasW        TA          N      SBrkr      1320      1320            0
## 749     GasA        Ex          Y      SBrkr      1720         0            0
## 750     Wall        TA          N      FuseF      1088       441            0
## 751     GasA        Gd          Y      SBrkr       792       348            0
## 752     GasA        Ex          Y      SBrkr       660       660            0
## 753     GasA        Ex          Y      SBrkr      1494         0            0
## 754     GasA        Gd          Y      SBrkr      1038      1060            0
## 755     GasA        Gd          Y      SBrkr      1026         0            0
## 756     GasA        Gd          Y      SBrkr       742       729            0
## 757     GasA        Ex          Y      SBrkr       866       902            0
## 758     GasA        TA          Y      SBrkr       672       714            0
## 759     GasA        Gd          Y      SBrkr       757       744            0
## 760     GasA        Ex          Y      SBrkr      1328      1203            0
## 761     GasA        Ex          Y      SBrkr       864         0            0
## 762     GasA        TA          Y      SBrkr      1301         0            0
## 763     GasA        Ex          Y      SBrkr       764       783            0
## 764     GasA        Ex          Y      SBrkr      1268      1097            0
## 765     GasA        Ex          Y      SBrkr      1494         0            0
## 766     GasA        Ex          Y      SBrkr      1506         0            0
## 767     GasA        TA          Y      SBrkr       980       734            0
## 768     GasA        Ex          Y      SBrkr       983       767            0
## 769     GasA        Ex          Y      SBrkr      1836         0            0
## 770     GasA        Ex          Y      SBrkr      1690      1589            0
## 771     GasA        TA          Y      SBrkr       858         0            0
## 772     GasA        TA          Y      FuseF      1220         0            0
## 773     GasA        TA          Y      SBrkr      1117         0            0
## 774     GasA        Ex          Y      FuseA       912         0            0
## 775     GasA        Gd          Y      SBrkr      1973         0            0
## 776     GasA        Ex          Y      SBrkr      1204         0            0
## 777     GasA        Ex          Y      SBrkr      1614         0            0
## 778     GasA        TA          Y      SBrkr       894         0            0
## 779     GasA        TA          Y      SBrkr      2020         0            0
## 780     GasA        TA          Y      SBrkr      1004         0            0
## 781     GasA        Gd          Y      SBrkr      1253         0            0
## 782     GasA        Ex          Y      SBrkr       810       793            0
## 783     GasA        Ex          Y      SBrkr      1430         0            0
## 784     GasA        Ex          Y      SBrkr      1110         0            0
## 785     GasA        Ex          Y      SBrkr       742       742            0
## 786     GasA        TA          Y      SBrkr      1342         0            0
## 787     GasA        TA          Y      SBrkr       966       686            0
## 788     GasA        Ex          Y      SBrkr       956      1128            0
## 789     GasA        Ex          Y      SBrkr       901         0            0
## 790     GasA        Gd          Y      SBrkr       976      1111            0
## 791     GasA        Ex          Y      SBrkr      1145         0            0
## 792     GasA        TA          Y      SBrkr      1062         0            0
## 793     GasA        Ex          Y      SBrkr      1127       886            0
## 794     GasA        Ex          Y      SBrkr      1496         0            0
## 795     GasA        Ex          Y      SBrkr      1086       809            0
## 796     GasA        TA          Y      SBrkr       888       676            0
## 797     GasA        Ex          Y      SBrkr      1285         0            0
## 798     GasA        Gd          Y      SBrkr       773         0            0
## 799     GasA        Ex          Y      SBrkr      1966      1174            0
## 800     GasA        Ex          Y      SBrkr       981       787            0
## 801     GasA        Gd          Y      SBrkr       616      1072            0
## 802     GasA        Ex          Y      FuseA      1196         0            0
## 803     GasA        Ex          Y      SBrkr       728       728            0
## 804     GasA        Ex          Y      SBrkr      1734      1088            0
## 805     GasA        TA          Y      SBrkr      1128         0            0
## 806     GasA        Ex          Y      SBrkr      1428         0            0
## 807     GasA        Gd          Y      SBrkr       980         0            0
## 808     GasA        Ex          Y      SBrkr      1072       504            0
## 809     GasA        TA          Y      SBrkr      1086         0            0
## 810     GasA        TA          N      FuseA      1075      1063            0
## 811     GasA        Fa          Y      SBrkr      1309         0            0
## 812     GasA        Ex          Y      SBrkr       848         0            0
## 813     GasA        TA          N      FuseA      1044         0            0
## 814     GasA        Gd          Y      SBrkr      1442         0            0
## 815     GasW        Gd          Y      SBrkr       686       564            0
## 816     GasA        Ex          Y      SBrkr      1661         0            0
## 817     GasA        Gd          Y      SBrkr      1008         0            0
## 818     GasA        Ex          Y      SBrkr      1689         0            0
## 819     GasA        Gd          Y      SBrkr      1052         0            0
## 820     GasA        Ex          Y      SBrkr      1358         0            0
## 821     GasA        Ex          Y      SBrkr       798       842            0
## 822     GasA        TA          N      SBrkr       936         0            0
## 823     GasA        Ex          Y      SBrkr       847       886            0
## 824     GasA        TA          Y      SBrkr       944       545            0
## 825     GasA        Ex          Y      SBrkr      1489         0            0
## 826     GasA        Ex          Y      SBrkr      2084         0            0
## 827     GasA        Gd          Y      SBrkr       784         0            0
## 828     GasA        Ex          Y      SBrkr      1434         0            0
## 829     GasA        TA          Y      SBrkr      1160       966            0
## 830     GasA        Ex          Y      SBrkr       520       623           80
## 831     GasA        TA          Y      FuseA      1392         0            0
## 832     GasA        Ex          Y      SBrkr       520       600           80
## 833     GasA        Ex          Y      SBrkr       941       888            0
## 834     GasA        TA          Y      SBrkr      1516         0            0
## 835     GasA        Gd          Y      SBrkr      1144         0            0
## 836     GasA        TA          Y      SBrkr      1067         0            0
## 837     GasA        Gd          Y      SBrkr      1559         0            0
## 838     GasA        TA          Y      SBrkr       483       504            0
## 839     GasA        Ex          Y      SBrkr      1099         0            0
## 840     GasA        Ex          Y      SBrkr       768       432            0
## 841     GasA        TA          N      SBrkr       810       672            0
## 842     GasA        Gd          Y      SBrkr       958       581            0
## 843     GasA        TA          Y      SBrkr      1165         0            0
## 844     GasA        Ex          N      SBrkr      1800         0            0
## 845     GasA        Gd          Y      SBrkr       876       540            0
## 846     GasA        TA          Y      SBrkr      1701         0            0
## 847     GasA        Ex          Y      SBrkr      1006       769            0
## 848     GasA        Ex          Y      SBrkr       864         0            0
## 849     GasA        TA          Y      SBrkr      1307      1051            0
## 850     GasA        Ex          Y      SBrkr      1094       761            0
## 851     GasA        Ex          Y      SBrkr       848         0            0
## 852     GasA        Ex          Y      SBrkr      1456         0            0
## 853     GasA        Gd          Y      SBrkr       918       728            0
## 854     GasA        TA          Y      SBrkr      1445         0            0
## 855     GasA        TA          Y      SBrkr      1779         0            0
## 856     GasA        Ex          Y      SBrkr      1040         0            0
## 857     GasA        TA          Y      SBrkr      1026         0            0
## 858     GasA        Gd          Y      SBrkr       702       779            0
## 859     GasA        TA          Y      SBrkr      1370         0            0
## 860     GasA        TA          Y      SBrkr      1512      1142            0
## 861     GasA        Gd          Y      SBrkr       912       514            0
## 862     GasA        Ex          Y      SBrkr      1039         0            0
## 863     GasA        TA          Y      SBrkr      1097         0            0
## 864     GasA        TA          Y      SBrkr      1148         0            0
## 865     GasA        Ex          Y      SBrkr      1372         0            0
## 866     GasA        TA          Y      SBrkr      1002         0            0
## 867     GasA        Ex          Y      SBrkr      1646         0            0
## 868     GasA        TA          Y      SBrkr      1120         0            0
## 869     GasA        Gd          Y      SBrkr      1547       720           53
## 870     GasA        Ex          Y      SBrkr      1062       887            0
## 871     GasA        Gd          N      SBrkr       894         0            0
## 872     GasA        Ex          Y      SBrkr       804       878            0
## 873     GasA        Gd          Y      SBrkr       910         0            0
## 874     GasA        Gd          Y      SBrkr      1036         0          232
## 875     GasA        Ex          Y      SBrkr       676       455            0
## 876     GasA        Ex          Y      SBrkr      1184      1426            0
## 877     GasA        Gd          Y      SBrkr      1040         0            0
## 878     GasA        Ex          Y      SBrkr      1462       762            0
## 879     GasA        TA          Y      SBrkr      1155         0            0
## 880     GasA        Ex          Y      SBrkr       864         0            0
## 881     GasA        Gd          Y      SBrkr      1090         0            0
## 882     GasA        Ex          Y      SBrkr      1187       530            0
## 883     GasA        Gd          Y      SBrkr       808       785            0
## 884     GasA        TA          N      SBrkr       954       795          481
## 885     GasA        TA          Y      SBrkr       892         0            0
## 886     GasA        Ex          Y      SBrkr      1709         0            0
## 887     GasA        Ex          Y      SBrkr      1712         0            0
## 888     GasA        TA          Y      SBrkr       872       521            0
## 889     GasA        Ex          Y      SBrkr      2217         0            0
## 890     GasA        Ex          Y      SBrkr      1505         0            0
## 891     GasA        Ex          Y      SBrkr       672       252            0
## 892     GasA        Gd          Y      SBrkr       918       765            0
## 893     GasA        TA          Y      SBrkr      1068         0            0
## 894     GasA        TA          Y      SBrkr      1383         0            0
## 895     GasA        TA          Y      SBrkr      1535         0            0
## 896     GasA        TA          Y      SBrkr       983       813            0
## 897     GasA        Ex          N      SBrkr       951         0            0
## 898     GasA        TA          Y      SBrkr      1120      1120            0
## 899     GasA        Ex          Y      SBrkr      2364         0            0
## 900     GasA        TA          Y      SBrkr      1236         0            0
## 901     GasA        TA          Y      SBrkr       858         0            0
## 902     GasA        TA          Y      SBrkr      1306         0            0
## 903     GasA        Ex          Y      SBrkr       807       702            0
## 904     GasA        Ex          Y      SBrkr      1670         0            0
## 905     GasA        TA          Y      SBrkr       902         0            0
## 906     GasA        TA          Y      SBrkr      1063         0            0
## 907     GasA        Ex          Y      SBrkr      1636         0            0
## 908     GasA        Gd          Y      SBrkr      1020      1037            0
## 909     GasA        TA          Y      SBrkr       902         0            0
## 910     GasA        Ex          Y      SBrkr       742       742            0
## 911     GasA        TA          Y      FuseA      1105      1169            0
## 912     GasA        TA          Y      SBrkr      1268         0            0
## 913     GasA        TA          N      SBrkr      1015         0            0
## 914     GasA        TA          N      FuseA      1001      1001            0
## 915     GasA        Ex          Y      SBrkr       612       612            0
## 916     GasA        Fa          Y      SBrkr       546       546            0
## 917     GasA        TA          N      FuseA       480         0            0
## 918     GasA        Ex          Y      FuseA      1229         0            0
## 919     GasA        Ex          Y      SBrkr       912      1215            0
## 920     GasA        Ex          Y      SBrkr      1414         0            0
## 921     GasA        Ex          Y      SBrkr       936       785            0
## 922     GasA        Gd          Y      SBrkr      1272       928            0
## 923     GasA        Ex          Y      SBrkr      1316         0            0
## 924     GasA        Ex          Y      SBrkr      1617         0            0
## 925     GasA        TA          Y      SBrkr      1686         0            0
## 926     GasA        TA          Y      SBrkr      1126         0            0
## 927     GasA        Ex          Y      SBrkr      1234      1140            0
## 928     GasA        Gd          Y      SBrkr      1098       880            0
## 929     GasA        Ex          Y      SBrkr      1788         0            0
## 930     GasA        Gd          Y      SBrkr       993      1243            0
## 931     GasA        Ex          Y      SBrkr      1466         0            0
## 932     GasA        Ex          Y      SBrkr       925         0            0
## 933     GasA        Ex          Y      SBrkr      1905         0            0
## 934     GasA        Ex          Y      SBrkr      1500         0            0
## 935     GasA        Ex          Y      SBrkr      2069         0            0
## 936     GasA        Gd          Y      SBrkr       747         0            0
## 937     GasA        Ex          Y      SBrkr      1200         0            0
## 938     GasA        Ex          Y      SBrkr      1113       858            0
## 939     GasA        Ex          Y      SBrkr      1391       571            0
## 940     GasA        Ex          Y      SBrkr      1207      1196            0
## 941     GasA        TA          Y      SBrkr      1728         0            0
## 942     GasA        Ex          Y      SBrkr      1022      1038            0
## 943     GasA        TA          Y      SBrkr      1440         0            0
## 944     GasA        TA          Y      SBrkr      1632         0            0
## 945     GasA        Gd          Y      FuseA      1344         0            0
## 946     GasA        TA          Y      SBrkr      1188       561          120
## 947     GasA        TA          Y      SBrkr      1144         0            0
## 948     GasA        Ex          Y      SBrkr      1629         0            0
## 949     GasA        Ex          Y      SBrkr       936       840            0
## 950     GasA        TA          Y      SBrkr      1381         0            0
## 951     GasA        Gd          Y      SBrkr       864         0            0
## 952     GasA        Gd          Y      SBrkr       965         0            0
## 953     GasA        Gd          Y      SBrkr       768         0            0
## 954     GasA        Ex          Y      SBrkr      1168       800            0
## 955     GasA        TA          Y      SBrkr       980         0            0
## 956     GasA        TA          N      FuseF       979       979            0
## 957     GasA        TA          Y      SBrkr       561       668            0
## 958     GasA        TA          Y      SBrkr      1057         0            0
## 959     GasA        Ex          Y      SBrkr      1337         0            0
## 960     GasA        Ex          Y      SBrkr       696       720            0
## 961     GasA        Gd          Y      SBrkr       858         0            0
## 962     GasA        TA          Y      SBrkr      1542      1330            0
## 963     GasA        TA          Y      SBrkr       804       744            0
## 964     GasA        Ex          Y      SBrkr      1800         0            0
## 965     GasA        Ex          Y      SBrkr       824      1070            0
## 966     GasA        Ex          Y      SBrkr       783       701            0
## 967     GasA        Ex          Y      SBrkr       976       332            0
## 968     GasA        TA          Y      SBrkr      1098         0            0
## 969     Grav        Fa          N      SBrkr       600       368            0
## 970     GasA        TA          Y      SBrkr      1095         0            0
## 971     GasA        TA          N      FuseA       720       472            0
## 972     GasA        Ex          Y      SBrkr       764       862            0
## 973     GasA        TA          Y      SBrkr       918         0            0
## 974     GasA        Ex          Y      SBrkr      1428         0            0
## 975     GasA        TA          N      SBrkr      1136       883            0
## 976     GasA        Ex          Y      SBrkr       673       709            0
## 977     GasA        TA          Y      FuseA       869         0            0
## 978     GasA        Ex          Y      SBrkr      1241         0            0
## 979     GasA        Ex          Y      SBrkr       894         0            0
## 980     GasA        TA          Y      SBrkr      1121         0            0
## 981     GasA        Gd          Y      SBrkr       999         0            0
## 982     GasA        Ex          Y      SBrkr      1276      1336            0
## 983     GasA        Ex          Y      SBrkr      1266         0            0
## 984     GasA        Ex          Y      SBrkr      1149      1141            0
## 985     GasA        TA          Y      SBrkr      1302       432            0
## 986     GasW        TA          N      SBrkr      1164         0            0
## 987     GasA        Gd          Y      SBrkr      1001       634            0
## 988     GasA        Ex          Y      SBrkr      1940         0            0
## 989     GasA        TA          Y      SBrkr      1118       912            0
## 990     GasA        Ex          Y      SBrkr       778       798            0
## 991     GasA        Ex          Y      SBrkr      1407       985            0
## 992     GasA        Gd          Y      SBrkr       916       826            0
## 993     GasA        Gd          Y      SBrkr      1020       831            0
## 994     GasA        Ex          Y      SBrkr       750       750            0
## 995     GasA        Ex          Y      SBrkr      1718         0            0
## 996     GasA        TA          Y      SBrkr       774       456            0
## 997     GasA        TA          Y      SBrkr      1050         0            0
## 998     GasA        TA          Y      SBrkr      1442         0            0
## 999     GasA        Fa          N      SBrkr      1077         0            0
## 1000    GasA        Ex          Y      SBrkr      1208         0            0
## 1001    GasW        Fa          N      FuseF       944         0            0
## 1002    GasA        Ex          Y      FuseA       691         0            0
## 1003    GasA        Ex          Y      SBrkr      1574         0            0
## 1004    GasA        Fa          Y      SBrkr      1680         0            0
## 1005    GasA        Ex          Y      SBrkr      1504         0            0
## 1006    GasA        TA          Y      SBrkr       985         0            0
## 1007    GasA        Gd          Y      SBrkr      1657         0            0
## 1008    GasA        TA          Y      SBrkr       546       546            0
## 1009    GasA        Ex          Y      SBrkr      1710         0            0
## 1010    GasA        Ex          Y      SBrkr      1008         0          514
## 1011    GasA        TA          Y      SBrkr       720       551            0
## 1012    GasA        TA          N      SBrkr      1664         0            0
## 1013    GasA        TA          Y      SBrkr       900       602            0
## 1014    GasW        TA          N      SBrkr      1022         0            0
## 1015    GasA        TA          Y      SBrkr      1082         0            0
## 1016    GasA        Ex          Y      SBrkr       810       855            0
## 1017    GasA        Ex          Y      SBrkr      1504         0            0
## 1018    GasA        Gd          Y      SBrkr      1360         0            0
## 1019    GasA        Gd          Y      SBrkr       802       670            0
## 1020    GasA        Ex          Y      SBrkr      1506         0            0
## 1021    GasA        Ex          Y      SBrkr      1132         0            0
## 1022    GasA        Ex          Y      SBrkr      1220         0            0
## 1023    GasA        Gd          Y      FuseA       912       336            0
## 1024    GasA        Ex          Y      SBrkr      1504         0            0
## 1025    GasA        TA          Y      SBrkr      2898         0            0
## 1026    GasA        TA          Y      SBrkr       882         0            0
## 1027    GasA        TA          Y      SBrkr      1264         0            0
## 1028    GasA        Ex          Y      SBrkr      1646         0            0
## 1029    GasA        TA          Y      SBrkr       968       408            0
## 1030    GasA        Gd          Y      SBrkr       672       546            0
## 1031    GasA        Gd          Y      SBrkr       948       980            0
## 1032    GasA        Ex          Y      SBrkr      1687       998          397
## 1033    GasA        Ex          Y      SBrkr      1352      1168            0
## 1034    GasA        Ex          Y      SBrkr      1654         0            0
## 1035    GasA        Ex          Y      SBrkr       954         0            0
## 1036    GasA        Ex          N      SBrkr       845         0            0
## 1037    GasA        Ex          Y      SBrkr      1620         0            0
## 1038    GasA        Ex          Y      SBrkr      1055      1208            0
## 1039    GasA        TA          Y      SBrkr       798       546            0
## 1040    GasA        TA          Y      SBrkr       630         0            0
## 1041    GasA        Ex          Y      SBrkr      1803         0            0
## 1042    GasA        Gd          Y      SBrkr       800       832            0
## 1043    GasA        Ex          Y      SBrkr      1306         0            0
## 1044    GasA        Ex          Y      SBrkr      1532       797            0
## 1045    GasA        TA          Y      SBrkr      2524         0            0
## 1046    GasA        Ex          Y      FuseA      1733         0            0
## 1047    GasA        Ex          Y      SBrkr      1992       876            0
## 1048    GasA        Ex          Y      SBrkr       990         0            0
## 1049    GasA        TA          Y      SBrkr      1771         0            0
## 1050    GasA        Ex          Y      SBrkr       930         0            0
## 1051    GasA        Ex          Y      SBrkr      1302         0            0
## 1052    GasA        Ex          Y      SBrkr      1316         0            0
## 1053    GasA        TA          Y      SBrkr      1127       850            0
## 1054    GasA        Ex          Y      FuseA      1526         0            0
## 1055    GasA        Ex          Y      SBrkr      1091       898            0
## 1056    GasA        TA          Y      SBrkr      1523         0            0
## 1057    GasA        Ex          Y      SBrkr      1364         0            0
## 1058    GasA        Ex          Y      SBrkr       979       871            0
## 1059    GasA        Ex          Y      SBrkr      1130      1054            0
## 1060    GasA        TA          Y      SBrkr      1096       895            0
## 1061    GasA        Ex          Y      SBrkr      1338         0            0
## 1062    GasA        TA          Y      SBrkr       894         0            0
## 1063    GasA        TA          N      SBrkr      1422       915            0
## 1064    GasA        Gd          Y      SBrkr      1103         0            0
## 1065    GasA        Ex          Y      SBrkr      1154         0            0
## 1066    GasA        Ex          Y      SBrkr      1306       954            0
## 1067    GasA        Gd          Y      SBrkr       799       772            0
## 1068    GasA        TA          Y      SBrkr       798       813            0
## 1069    GasA        Gd          Y      SBrkr      1291      1230            0
## 1070    GasA        TA          Y      SBrkr       893         0            0
## 1071    GasA        TA          Y      SBrkr      1048         0            0
## 1072    GasA        Ex          Y      SBrkr       829       727            0
## 1073    GasA        Fa          Y      FuseA      1002       454            0
## 1074    GasA        TA          Y      SBrkr       698       728            0
## 1075    GasA        Ex          Y      SBrkr      1240         0            0
## 1076    GasA        TA          Y      SBrkr       960       780            0
## 1077    GasA        Gd          Y      SBrkr      1096       370            0
## 1078    GasA        Ex          Y      SBrkr      1096         0            0
## 1079    GasA        Ex          Y      SBrkr       848         0            0
## 1080    GasA        Gd          Y      SBrkr       990         0            0
## 1081    GasA        Ex          Y      SBrkr      1258         0            0
## 1082    GasA        Fa          Y      SBrkr      1040         0            0
## 1083    GasA        Ex          Y      SBrkr      1459         0            0
## 1084    GasA        TA          Y      SBrkr      1251         0            0
## 1085    GasA        Gd          Y      SBrkr       691       807            0
## 1086    GasA        Ex          Y      SBrkr       996         0            0
## 1087    GasA        TA          Y      SBrkr       546       546            0
## 1088    GasA        Ex          Y      SBrkr      1082       871            0
## 1089    GasA        Ex          Y      SBrkr       970       739            0
## 1090    GasA        Ex          Y      SBrkr      1247         0            0
## 1091    Wall        Fa          N      FuseA      1040         0            0
## 1092    GasA        Ex          Y      SBrkr       624       628            0
## 1093    GasA        Fa          Y      SBrkr      1390       304            0
## 1094    GasA        Gd          Y      SBrkr      1200         0            0
## 1095    GasA        Ex          Y      SBrkr       936         0            0
## 1096    GasA        Gd          Y      SBrkr      1314         0            0
## 1097    GasA        TA          Y      SBrkr       773       582            0
## 1098    GasA        Ex          Y      SBrkr      1088         0            0
## 1099    GasA        TA          Y      SBrkr       757       567            0
## 1100    GasA        TA          Y      SBrkr      1601         0            0
## 1101    GasA        TA          N      FuseF       438         0            0
## 1102    GasA        TA          Y      SBrkr       950         0            0
## 1103    GasA        Ex          Y      SBrkr      1134         0            0
## 1104    GasA        Ex          Y      SBrkr      1194         0            0
## 1105    GasA        TA          Y      SBrkr       630       672            0
## 1106    GasA        Ex          Y      SBrkr      1500      1122            0
## 1107    GasA        Gd          Y      SBrkr      1442         0            0
## 1108    GasA        Ex          Y      SBrkr       887      1134            0
## 1109    GasA        Ex          Y      SBrkr       948       742            0
## 1110    GasA        Ex          Y      SBrkr      1836         0            0
## 1111    GasA        Gd          Y      SBrkr       773       885            0
## 1112    GasA        TA          Y      SBrkr      1098       866            0
## 1113    GasA        TA          Y      FuseA       816         0            0
## 1114    GasA        Gd          Y      SBrkr      1008         0            0
## 1115    GasA        Ex          Y      SBrkr       833         0            0
## 1116    GasA        Ex          Y      SBrkr      1734         0            0
## 1117    GasA        Ex          Y      SBrkr       779       640            0
## 1118    GasA        Ex          Y      SBrkr       894         0            0
## 1119    GasA        TA          Y      SBrkr      1021       580            0
## 1120    GasA        TA          Y      FuseA      1040         0            0
## 1121    GasA        TA          Y      FuseA      1012         0            0
## 1122    GasA        Ex          Y      SBrkr      1552         0            0
## 1123    GasA        Ex          Y      FuseA       960         0            0
## 1124    GasA        Ex          Y      SBrkr       698         0            0
## 1125    GasA        Gd          Y      SBrkr       812       670            0
## 1126    GasA        TA          Y      SBrkr      1005         0            0
## 1127    GasA        Ex          Y      SBrkr      1555         0            0
## 1128    GasA        Ex          Y      SBrkr      1530         0            0
## 1129    GasA        Ex          Y      SBrkr       847      1112            0
## 1130    GasA        TA          Y      SBrkr       936         0            0
## 1131    GasA        TA          Y      SBrkr      1328       653            0
## 1132    GasA        TA          Y      SBrkr       974         0            0
## 1133    GasW        TA          Y      SBrkr      1178      1032            0
## 1134    GasA        Ex          Y      SBrkr      1142       878            0
## 1135    GasA        Gd          Y      SBrkr       916       684            0
## 1136    GasA        TA          N      SBrkr       986         0            0
## 1137    GasA        TA          Y      FuseA      1032       220            0
## 1138    GasA        Gd          N      SBrkr       780       240            0
## 1139    GasA        TA          Y      SBrkr      1567         0            0
## 1140    GasA        TA          Y      SBrkr      1167         0            0
## 1141    GasA        TA          Y      SBrkr       952         0            0
## 1142    GasA        Ex          Y      SBrkr      1088       780            0
## 1143    GasA        Ex          Y      SBrkr      1466      1362            0
## 1144    GasA        TA          Y      SBrkr      1006         0            0
## 1145    Grav        Fa          N      FuseA       672       252            0
## 1146    GasA        Ex          Y      SBrkr      1042       534            0
## 1147    GasA        TA          Y      SBrkr      1298         0            0
## 1148    GasA        Ex          Y      SBrkr       860       704            0
## 1149    GasA        TA          Y      SBrkr       572       539            0
## 1150    GasA        Ex          Y      SBrkr       832       650            0
## 1151    GasA        Ex          Y      FuseA       932         0            0
## 1152    GasA        TA          Y      SBrkr      1466         0            0
## 1153    GasA        Ex          Y      SBrkr      1811         0            0
## 1154    GasA        Ex          Y      SBrkr       816         0            0
## 1155    GasA        TA          Y      SBrkr       902       918            0
## 1156    GasA        TA          Y      SBrkr      1437         0            0
## 1157    GasA        Gd          Y      SBrkr      1265         0            0
## 1158    GasA        Ex          Y      SBrkr      1314         0            0
## 1159    GasA        Ex          Y      SBrkr      1580         0            0
## 1160    GasA        TA          Y      SBrkr       943       933            0
## 1161    GasA        Fa          Y      SBrkr       855       601            0
## 1162    GasA        Ex          Y      SBrkr      1640         0            0
## 1163    GasA        Gd          Y      SBrkr       894         0            0
## 1164    GasA        TA          Y      SBrkr      1258         0            0
## 1165    GasA        Ex          Y      SBrkr      1432         0            0
## 1166    GasA        Ex          Y      SBrkr      1502         0            0
## 1167    GasA        Ex          Y      SBrkr      1694         0            0
## 1168    GasA        Ex          Y      SBrkr       959       712            0
## 1169    GasA        Ex          Y      SBrkr      1236       872            0
## 1170    GasA        Ex          Y      SBrkr      1831      1796            0
## 1171    GasA        TA          Y      SBrkr      1118         0            0
## 1172    GasA        Ex          Y      SBrkr      1261         0            0
## 1173    GasA        Ex          Y      SBrkr       625       625            0
## 1174    GasA        TA          Y      SBrkr      1636       971          479
## 1175    GasA        TA          Y      SBrkr      1170      1175            0
## 1176    GasA        Ex          Y      SBrkr      2129       743            0
## 1177    GasA        TA          Y      SBrkr       923         0            0
## 1178    GasA        TA          Y      SBrkr       818       406            0
## 1179    GasA        Ex          Y      SBrkr       820       523            0
## 1180    GasA        Gd          Y      SBrkr      1124         0            0
## 1181    GasA        Ex          Y      SBrkr      1298      1216            0
## 1182    GasA        Ex          Y      SBrkr      1652         0            0
## 1183    GasA        Ex          Y      SBrkr      2411      2065            0
## 1184    GasA        Ex          Y      SBrkr      1130         0            0
## 1185    GasA        Gd          Y      SBrkr      1572         0            0
## 1186    GasA        Gd          Y      SBrkr       949       272            0
## 1187    GasA        TA          Y      SBrkr      1014       685            0
## 1188    GasA        Ex          Y      SBrkr      1624         0            0
## 1189    GasA        Ex          Y      SBrkr       831       829            0
## 1190    GasA        Gd          Y      SBrkr      1028       776            0
## 1191    GasA        Ex          Y      SBrkr      1622         0            0
## 1192    GasA        Ex          Y      SBrkr       764       677            0
## 1193    GasA        Gd          Y      SBrkr       842       630            0
## 1194    GasA        Ex          Y      SBrkr      1224         0            0
## 1195    GasA        TA          Y      SBrkr       663       689            0
## 1196    GasA        Ex          Y      SBrkr       728       728            0
## 1197    GasA        Ex          Y      SBrkr       879       984            0
## 1198    GasA        Ex          Y      SBrkr       815       875            0
## 1199    GasA        Ex          Y      SBrkr      1212         0            0
## 1200    GasA        Gd          Y      SBrkr      1382         0            0
## 1201    GasA        Gd          Y      SBrkr       864         0            0
## 1202    GasA        Ex          Y      SBrkr       866       913            0
## 1203    GasA        Ex          Y      SBrkr       884       464            0
## 1204    GasA        Ex          Y      SBrkr      1630         0            0
## 1205    GasA        Ex          Y      SBrkr      1074         0            0
## 1206    GasA        Gd          Y      SBrkr      2196         0            0
## 1207    GasA        TA          Y      SBrkr      1056         0            0
## 1208    GasA        Ex          Y      SBrkr      1700         0            0
## 1209    GasA        TA          Y      SBrkr      1283         0            0
## 1210    GasA        Ex          Y      SBrkr      1660         0            0
## 1211    GasA        Ex          Y      SBrkr      1055       790            0
## 1212    GasA        Gd          Y      SBrkr      1080       672            0
## 1213    GasA        TA          Y      SBrkr       672         0            0
## 1214    GasA        Ex          Y      SBrkr       960         0            0
## 1215    GasA        TA          Y      SBrkr       999         0            0
## 1216    GasA        TA          Y      SBrkr       894         0            0
## 1217    GasA        TA          Y      SBrkr      1318       584            0
## 1218    GasA        Ex          Y      SBrkr      1314         0            0
## 1219    GasA        Gd          N      SBrkr       672       240            0
##      GrLivArea BsmtFullBath BsmtHalfBath FullBath HalfBath BedroomAbvGr
## 1         1710            1            0        2        1            3
## 2         1262            0            1        2        0            3
## 3         1786            1            0        2        1            3
## 4         1717            1            0        1        0            3
## 5         2198            1            0        2        1            4
## 6         1362            1            0        1        1            1
## 7         1694            1            0        2        0            3
## 8         2090            1            0        2        1            3
## 9         1774            0            0        2        0            2
## 10        1077            1            0        1        0            2
## 11        1040            1            0        1        0            3
## 12        2324            1            0        3        0            4
## 13         912            1            0        1        0            2
## 14        1494            0            0        2        0            3
## 15        1253            1            0        1        1            2
## 16         854            0            0        1        0            2
## 17        1004            1            0        1        0            2
## 18        1296            0            0        2        0            2
## 19        1114            1            0        1        1            3
## 20        1339            0            0        1        0            3
## 21        2376            0            0        3        1            4
## 22        1108            0            0        1        0            3
## 23        1795            0            0        2        0            3
## 24        1060            1            0        1        0            3
## 25        1060            1            0        1        0            3
## 26        1600            0            0        2        0            3
## 27         900            0            1        1        0            3
## 28        1704            1            0        2        0            3
## 29        1600            1            0        1        0            2
## 30         520            0            0        1        0            1
## 31        1317            0            0        1        0            3
## 32        1228            0            0        1        1            3
## 33        1234            0            0        2        0            3
## 34        1700            0            1        1        1            4
## 35        1561            1            0        2        0            2
## 36        2452            0            0        3        1            4
## 37        1097            0            0        1        1            3
## 38        1297            0            1        1        0            3
## 39        1057            1            0        1        0            3
## 40        1152            0            0        2        0            2
## 41        1324            0            0        2        0            3
## 42        1328            0            1        1        1            2
## 43         884            1            0        1        0            2
## 44         938            1            0        1        0            3
## 45        1150            1            0        1        0            3
## 46        1752            1            0        2        0            2
## 47        2149            1            0        1        1            1
## 48        1656            0            0        2        0            3
## 49        1452            0            0        2        0            2
## 50         955            1            0        1        0            3
## 51        1470            0            1        2        0            3
## 52        1176            0            0        1        0            3
## 53         816            1            0        1        0            2
## 54        1842            2            0        0        1            0
## 55        1360            0            0        1        0            3
## 56        1425            0            0        2        0            3
## 57        1739            1            0        2        1            3
## 58        1720            0            0        2        1            3
## 59        2945            0            0        3        1            3
## 60         780            0            0        1        0            2
## 61        1158            1            0        1        1            3
## 62        1111            0            0        1        0            3
## 63        1370            0            0        2        0            2
## 64        1710            0            0        2        0            3
## 65        2034            1            0        2        1            3
## 66        2473            0            0        2        1            4
## 67        2207            1            0        2        0            3
## 68        1479            1            0        2        0            3
## 69         747            0            0        1        0            2
## 70        2287            0            0        2        0            3
## 71        2223            1            0        2        0            3
## 72         845            1            0        1        0            2
## 73        1718            0            0        2        1            3
## 74        1086            1            0        1        0            3
## 75        1605            0            0        2        0            3
## 76         988            1            0        1        0            2
## 77         952            0            0        1        0            2
## 78        1285            1            0        1        0            2
## 79        1768            0            0        2        0            4
## 80        1230            0            0        1        1            2
## 81        2142            0            0        2        1            4
## 82        1337            1            0        2        0            2
## 83        1563            0            0        2        0            3
## 84        1065            0            0        1        1            3
## 85        1474            0            0        2        1            3
## 86        2417            0            0        2        1            4
## 87        1560            0            0        2        1            3
## 88        1224            0            0        2        1            2
## 89        1526            0            0        1        0            2
## 90         990            1            0        1        0            3
## 91        1040            0            0        1        0            2
## 92        1235            0            0        1        0            2
## 93         964            1            0        1        0            2
## 94        2291            0            1        2        0            4
## 95        1786            1            0        2        1            3
## 96        1470            0            0        2        1            3
## 97        1588            0            0        2        0            3
## 98         960            1            0        1        0            3
## 99         835            0            0        1        0            2
## 100       1225            1            0        1        1            3
## 101       1610            1            0        2        0            3
## 102       1732            0            0        2        1            3
## 103       1535            0            0        2        0            4
## 104       1226            0            0        2        0            3
## 105       1818            0            0        1        1            4
## 106       1992            0            0        2        1            3
## 107       1047            0            0        1        0            2
## 108        789            0            0        1        0            2
## 109       1517            0            0        2        0            3
## 110       1844            0            0        2        0            3
## 111       1855            0            0        2        0            4
## 112       1430            0            0        2        1            3
## 113       2696            1            0        2        1            4
## 114       2259            1            0        2        0            3
## 115       2320            1            0        2        1            3
## 116       1458            0            0        2        1            2
## 117       1092            0            1        1        0            3
## 118       1125            0            0        1        1            2
## 119       3222            1            0        3        0            5
## 120       1456            0            0        2        1            3
## 121        988            1            0        1        0            1
## 122       1123            0            0        1        0            3
## 123       1080            0            0        1        0            3
## 124       1199            0            0        2        0            2
## 125       1586            0            0        2        0            3
## 126        754            1            0        1        0            2
## 127        958            0            0        2        0            2
## 128        840            0            0        1        0            3
## 129       1348            0            0        1        1            3
## 130       1053            0            1        1        1            3
## 131       2157            0            0        2        1            4
## 132       2054            1            0        2        1            3
## 133       1327            1            0        1        0            3
## 134       1296            1            0        2        0            2
## 135       1721            0            0        2        1            3
## 136       1682            0            0        2        0            3
## 137       1214            0            0        2        0            3
## 138       1959            0            0        3        0            5
## 139       1852            0            0        2        1            3
## 140       1764            1            0        2        1            3
## 141        864            0            0        1        0            3
## 142       1734            1            0        2        0            3
## 143       1385            0            0        2        0            4
## 144       1501            1            0        2        0            3
## 145       1728            1            0        2        0            6
## 146       1709            0            0        2        0            3
## 147        875            1            0        1        0            2
## 148       2035            0            0        2        1            3
## 149       1080            1            0        1        0            3
## 150       1344            0            0        1        0            3
## 151        969            0            0        1        1            3
## 152       1710            1            0        2        0            2
## 153       1993            0            0        2        1            4
## 154       1252            1            0        1        0            1
## 155       1200            0            0        1        0            4
## 156       1096            0            0        1        0            2
## 157       1040            0            0        1        0            2
## 158       1968            0            0        2        1            4
## 159       1947            0            0        2        1            3
## 160       2462            1            0        2        1            4
## 161       1232            0            0        2        0            3
## 162       2668            1            0        2        1            3
## 163       1541            0            0        2        0            3
## 164        882            0            0        1        0            1
## 165       1616            0            0        2        0            3
## 166       1355            1            0        2        0            4
## 167       1867            1            0        1        0            2
## 168       2161            1            0        1        1            3
## 169       1720            0            0        2        1            3
## 170       1707            0            0        2        1            2
## 171       1382            0            0        1        1            2
## 172       1656            1            0        1        0            3
## 173       1767            1            0        2        0            2
## 174       1362            1            0        1        1            3
## 175       1651            1            0        2        0            3
## 176       2158            1            0        2        0            4
## 177       2060            0            1        2        1            4
## 178       1920            1            0        2        0            4
## 179       2234            1            0        2        0            1
## 180        968            0            0        1        0            2
## 181       1525            0            0        2        1            3
## 182       1802            0            0        1        1            4
## 183       1340            0            0        1        0            3
## 184       2082            0            0        2        1            3
## 185       1252            0            0        1        0            3
## 186       3608            0            0        2        1            4
## 187       1217            1            0        2        0            3
## 188       1656            0            0        2        1            3
## 189       1224            2            0        0        2            2
## 190       1593            1            0        1        1            0
## 191       2727            0            0        2        1            3
## 192       1479            1            0        1        1            4
## 193       1431            1            0        2        0            3
## 194       1709            0            0        2        0            3
## 195        864            0            0        1        0            3
## 196       1456            0            0        2        1            3
## 197       1726            1            0        2        0            3
## 198       3112            1            1        2        0            4
## 199       2229            0            0        1        0            5
## 200       1713            1            0        2        0            3
## 201       1121            0            0        2        0            2
## 202       1279            0            1        2        0            3
## 203       1310            0            0        2        0            2
## 204        848            1            0        1        0            1
## 205       1284            0            0        1        1            2
## 206       1442            0            0        2        0            3
## 207       1696            0            0        1        1            3
## 208       1100            1            0        1        0            3
## 209       2062            1            0        2        1            3
## 210       1092            1            0        1        0            3
## 211        864            1            0        1        0            2
## 212       1212            0            0        2        0            3
## 213       1852            1            0        2        1            3
## 214        990            0            1        1        0            3
## 215       1392            0            0        1        1            3
## 216       1236            0            1        1        0            2
## 217       1436            1            0        2        0            3
## 218       1328            0            0        1        0            3
## 219       1954            0            1        1        1            3
## 220       1248            0            0        2        0            2
## 221       1498            0            0        2        0            2
## 222       2267            0            0        2        1            4
## 223       1552            1            0        2        1            3
## 224        864            0            0        1        0            2
## 225       2392            0            0        2        0            3
## 226       1302            0            0        2        1            3
## 227       2520            0            0        2        1            4
## 228        987            0            0        1        1            2
## 229        912            0            0        1        0            3
## 230       1555            0            0        2        0            2
## 231       1194            1            0        1        0            3
## 232       2794            1            0        2        1            4
## 233        987            0            0        1        1            2
## 234        894            1            0        1        0            3
## 235       1960            1            0        2        1            4
## 236        987            0            0        1        1            2
## 237       1414            0            0        2        0            3
## 238       1744            0            0        2        1            3
## 239       1694            0            0        2        0            3
## 240       1487            0            0        1        1            3
## 241       1566            1            0        2        0            3
## 242        866            0            0        1        0            2
## 243       1440            0            0        1        0            3
## 244       1217            0            0        1        1            3
## 245       2110            1            0        2        1            3
## 246       1872            0            1        2        0            3
## 247       1928            0            0        2        0            4
## 248       1375            0            0        1        0            2
## 249       1668            0            0        2        1            3
## 250       2144            0            1        2        0            4
## 251       1306            0            0        1        0            3
## 252       1625            1            1        2        0            2
## 253       1640            0            0        2        1            3
## 254       1302            0            1        2        0            3
## 255       1314            1            0        1        0            3
## 256       2291            0            0        2        1            4
## 257       1728            0            0        2        1            3
## 258       1604            1            0        2        1            3
## 259       1792            0            0        2        1            3
## 260        882            0            0        1        0            2
## 261       1382            1            0        1        0            3
## 262       2574            0            0        2        1            3
## 263       1212            1            0        1        0            3
## 264       1316            1            0        1        0            3
## 265        764            0            0        1        0            2
## 266       1422            0            0        2        0            3
## 267       1511            1            0        2        1            3
## 268       2192            0            0        2        1            4
## 269        778            0            0        1        0            2
## 270       1113            1            0        1        1            3
## 271       1939            0            0        2        1            3
## 272       1363            1            0        1        0            2
## 273       2270            0            0        2        1            4
## 274       1632            1            0        2        0            3
## 275        816            0            0        1        0            2
## 276       1548            0            0        2        1            3
## 277       1560            0            0        2        0            3
## 278        864            0            0        1        0            2
## 279       2121            0            0        2        1            3
## 280       2022            0            0        2        1            4
## 281       1982            0            0        2        1            3
## 282       1262            0            0        2        0            2
## 283       1314            1            0        2        0            2
## 284       1468            0            0        2        0            3
## 285       1575            1            0        2        0            2
## 286       1250            0            0        2        1            2
## 287       1734            0            0        1        1            3
## 288        858            0            0        1        0            3
## 289        900            0            0        1        0            3
## 290       1396            0            0        1        0            3
## 291       1919            0            0        2        1            3
## 292       1716            1            0        2        0            6
## 293       1716            0            0        1        1            3
## 294       2263            1            0        2        1            3
## 295       1644            1            0        1        0            3
## 296       1003            1            0        1        0            3
## 297       1558            0            0        1        1            4
## 298       1950            0            0        2        1            3
## 299       1743            0            1        1        2            3
## 300       1152            0            1        1        0            3
## 301       1336            1            0        1        0            2
## 302       2452            0            0        2        1            4
## 303       1541            0            0        2        0            3
## 304        894            1            0        1        0            3
## 305       3493            0            0        3        0            3
## 306       2000            1            0        2        0            3
## 307       2243            1            0        2        1            4
## 308       1406            0            0        1        0            3
## 309        861            0            0        1        0            1
## 310       1944            1            0        2        0            3
## 311       1501            0            0        2        1            3
## 312        972            1            0        1        0            2
## 313       1118            1            0        1        0            3
## 314       2036            2            0        2        0            3
## 315       1641            0            1        1        1            3
## 316       1432            1            0        2        1            3
## 317       2353            1            0        2        1            4
## 318       1959            0            0        2        1            3
## 319       2646            1            0        2        1            4
## 320       1472            1            0        2        0            3
## 321       2596            0            0        3        1            4
## 322       2468            1            0        2        1            4
## 323       2730            1            0        2        1            4
## 324       1163            1            0        1        0            3
## 325       2978            0            0        2        1            5
## 326        803            0            0        1        0            2
## 327       1719            2            0        1        1            1
## 328       1383            0            0        1        1            3
## 329       2134            0            0        2        0            5
## 330       1192            0            0        1        0            3
## 331       1728            0            1        2        0            6
## 332       1056            1            0        1        0            3
## 333       1629            1            0        2        0            3
## 334       1358            1            0        2        0            2
## 335       1638            1            0        2        1            3
## 336       1786            2            0        2        0            3
## 337       1922            1            0        2        0            3
## 338       1536            1            0        2        0            3
## 339       1621            1            0        2        0            3
## 340       1215            0            0        1        0            3
## 341       1908            0            0        2        1            4
## 342        841            0            0        1        0            2
## 343       1040            0            0        2        0            2
## 344       1684            0            0        2        0            2
## 345       1112            0            0        1        1            3
## 346       1577            0            0        1        0            3
## 347        958            0            0        1        0            2
## 348       1478            1            0        2        0            3
## 349       1626            1            0        2        1            2
## 350       2728            1            0        2        1            4
## 351       1869            0            0        2        0            2
## 352       1453            1            0        1        1            2
## 353       1111            0            1        1        0            3
## 354        720            0            0        1        0            2
## 355       1595            0            0        1        0            2
## 356       1200            1            0        2        0            3
## 357       1167            1            0        2        0            3
## 358       1142            1            0        1        1            3
## 359       1352            0            1        1        0            3
## 360       1924            1            0        2        1            3
## 361        912            1            0        1        0            2
## 362       1505            1            0        1        0            3
## 363       1922            0            0        3        0            4
## 364        987            0            0        1        1            2
## 365       1574            1            0        2        1            3
## 366       1344            0            0        1        0            3
## 367       1394            1            0        1        1            3
## 368       1431            0            1        1        0            3
## 369       1268            0            0        1        0            2
## 370       1287            1            0        1        0            3
## 371       1664            0            0        2        1            3
## 372       1588            0            0        2        0            4
## 373        752            1            0        1        0            2
## 374       1319            1            0        1        0            3
## 375       1928            0            0        2        1            4
## 376        904            1            0        0        1            1
## 377        914            0            0        1        0            2
## 378       2466            0            0        3        0            4
## 379       1856            1            0        1        1            1
## 380       1800            0            0        2        1            3
## 381       1691            0            0        2        0            3
## 382       1301            1            0        2        0            2
## 383       1797            0            0        2        1            3
## 384        784            0            0        1        0            2
## 385       1953            1            0        2        1            3
## 386       1269            0            0        2        0            2
## 387       1184            0            0        1        0            5
## 388       1125            1            0        1        0            3
## 389       1479            0            0        2        0            3
## 390       2332            1            0        2        1            3
## 391       1367            1            0        1        0            4
## 392       1961            1            0        2        1            3
## 393        882            0            0        1        0            3
## 394        788            0            0        1        0            2
## 395       1034            0            0        1        0            2
## 396       1144            1            0        1        0            3
## 397        894            0            0        1        0            2
## 398       1812            0            0        2        0            4
## 399       1077            0            0        1        0            2
## 400       1550            1            0        2        0            2
## 401       1288            1            0        1        1            1
## 402       1310            0            0        2        0            3
## 403        672            0            0        1        0            2
## 404       2263            0            0        2        1            4
## 405       1572            0            0        2        1            3
## 406       1620            1            0        2        0            3
## 407       1639            0            0        1        0            3
## 408       1680            0            0        2        0            4
## 409       2172            0            0        2        1            3
## 410       2078            1            0        2        1            3
## 411       1276            0            0        1        0            3
## 412       1056            1            0        1        0            3
## 413       1478            1            0        2        1            2
## 414       1028            0            0        1        0            2
## 415       2097            0            1        2        1            3
## 416       1340            0            0        2        0            3
## 417       1400            0            0        1        1            3
## 418       2624            1            0        2        1            4
## 419       1134            1            0        1        1            3
## 420       1056            1            0        1        0            3
## 421       1344            2            0        2        0            2
## 422       1602            0            1        2        0            3
## 423        988            0            0        1        0            2
## 424       2630            1            0        2        1            4
## 425       1196            1            0        1        0            2
## 426       1389            0            0        1        1            3
## 427       1644            1            1        2        0            2
## 428        907            0            0        1        0            3
## 429       1208            1            0        2        0            2
## 430       1412            1            0        2        0            3
## 431        987            0            0        1        1            2
## 432       1198            0            0        1        0            4
## 433       1365            1            0        1        1            2
## 434       1604            0            0        2        1            3
## 435        630            1            0        1        0            1
## 436       1661            1            0        2        1            3
## 437       1118            0            0        1        0            2
## 438        904            0            0        1        0            2
## 439        694            0            0        1        0            2
## 440       1196            0            0        1        0            3
## 441       2402            1            0        2        0            2
## 442       1440            0            0        2        0            4
## 443       1573            0            0        2        0            3
## 444       1258            0            0        2        0            2
## 445       1908            1            0        2        1            4
## 446       1689            0            0        1        0            3
## 447       1888            0            0        2        1            2
## 448       1886            0            0        2        1            4
## 449       1376            0            0        2        0            3
## 450       1183            0            0        1        1            2
## 451        813            0            0        1        0            2
## 452       1533            1            0        2        0            2
## 453       1756            1            0        2        1            3
## 454       1590            0            0        2        1            3
## 455       1728            2            0        2        0            4
## 456       1242            0            0        1        1            3
## 457       1344            0            0        1        0            4
## 458       1663            1            0        1        0            2
## 459       1666            0            0        1        0            3
## 460       1203            1            0        1        0            3
## 461       1935            1            0        2        1            3
## 462       1135            1            0        1        0            3
## 463        864            0            0        1        0            3
## 464       1660            0            0        1        1            3
## 465       1040            0            0        2        0            3
## 466       1414            0            0        2        0            2
## 467       1277            1            0        1        0            2
## 468       1644            0            0        1        1            3
## 469       1634            0            0        2        0            3
## 470       1710            0            0        2        1            3
## 471       1502            1            0        1        1            1
## 472       1969            0            0        2        1            3
## 473       1072            1            0        1        0            2
## 474       1976            1            0        2        0            2
## 475       1652            1            0        2        0            2
## 476        970            1            0        1        0            2
## 477       1493            1            0        2        0            3
## 478       2643            0            0        2        1            3
## 479       1718            1            0        2        0            3
## 480       1131            0            0        1        0            2
## 481       1850            1            0        2        0            3
## 482       1792            1            0        2        0            2
## 483       1826            1            0        1        1            4
## 484       1216            1            0        2        0            2
## 485        999            1            0        1        0            3
## 486       1113            0            0        1        0            3
## 487       1073            1            0        1        1            3
## 488       1484            0            0        2        0            3
## 489       2414            0            0        2        0            3
## 490        630            1            0        1        0            1
## 491       1304            0            0        1        1            3
## 492       1578            1            0        1        0            3
## 493       1456            0            0        2        1            3
## 494       1269            0            0        1        1            3
## 495        886            0            0        1        0            2
## 496        720            0            0        1        0            2
## 497       3228            1            0        3        0            4
## 498       1820            1            0        2        0            4
## 499        899            0            0        1        0            3
## 500        912            0            1        1        0            2
## 501       1218            0            0        1        1            3
## 502       1768            0            0        2        1            3
## 503       1214            1            0        1        0            2
## 504       1801            1            0        2        0            1
## 505       1322            0            1        2        1            3
## 506       1960            0            0        2        0            4
## 507       1911            0            0        2        1            3
## 508       1218            0            0        2        0            2
## 509       1378            0            0        2        0            3
## 510       1041            1            0        1        0            3
## 511       1363            1            0        1        0            2
## 512       1368            0            0        2        0            2
## 513        864            1            0        1        0            3
## 514       1080            0            0        1        1            3
## 515        789            0            0        1        0            2
## 516       2020            1            0        2        1            3
## 517       2119            0            0        2        1            3
## 518       2344            0            0        2        1            3
## 519       1796            1            0        2        1            3
## 520       2080            0            0        1        1            3
## 521       1294            0            0        2        0            3
## 522       1244            0            0        1        1            3
## 523       1664            0            0        2        0            3
## 524       4676            1            0        3        1            3
## 525       2398            1            0        2        1            3
## 526       1266            0            0        2        0            3
## 527        928            0            0        1        0            2
## 528       2713            1            0        2        1            3
## 529        605            1            0        1        0            2
## 530       2515            1            0        3        0            4
## 531       1509            1            0        2        0            3
## 532       1362            0            0        2        0            3
## 533        827            0            0        1        0            2
## 534        334            0            0        1        0            1
## 535       1414            0            0        2        1            3
## 536       1347            1            0        1        0            3
## 537       1724            0            0        2        1            3
## 538        864            0            0        1        0            3
## 539       1159            0            0        1        1            3
## 540       1601            1            0        2        0            3
## 541       1838            1            0        2        0            2
## 542       2285            0            0        2        1            4
## 543       1680            1            0        2        0            3
## 544        767            1            0        1        0            1
## 545       1496            1            0        2        1            3
## 546       2183            0            0        2        1            4
## 547       1635            0            0        1        1            3
## 548        768            1            0        1        0            2
## 549        825            1            0        1        0            2
## 550       2094            0            0        2        1            4
## 551       1069            0            0        2        0            2
## 552        928            0            0        1        0            3
## 553       1717            0            0        2        0            3
## 554       1126            0            0        2        0            2
## 555       2046            1            0        2        1            3
## 556       1048            0            0        1        0            2
## 557       1092            1            0        1        0            2
## 558       1336            0            0        1        1            3
## 559       1446            0            1        2        1            3
## 560       1557            0            0        2        0            2
## 561       1392            1            0        1        1            3
## 562       1389            1            0        1        0            2
## 563        996            1            0        1        0            3
## 564       1674            0            0        2        0            4
## 565       2295            1            0        2        1            4
## 566       1647            1            0        1        1            4
## 567       2504            0            0        2        1            4
## 568       1535            0            0        2        0            3
## 569       2132            1            0        1        1            1
## 570        943            1            0        1        0            2
## 571       1728            0            0        2        0            6
## 572        864            1            0        1        0            2
## 573       1692            0            0        2        1            3
## 574       1430            0            0        2        1            3
## 575       1109            0            1        1        0            3
## 576       1216            0            0        1        0            2
## 577       1477            0            1        2        0            3
## 578       1320            1            0        1        0            3
## 579       1392            0            0        2        0            2
## 580       1795            0            0        2        0            4
## 581       1429            0            1        1        0            3
## 582       2042            0            0        2        1            3
## 583        816            1            0        1        0            3
## 584       2775            0            0        3        1            3
## 585       1573            0            0        1        0            3
## 586       2028            1            0        2        0            2
## 587        838            1            0        1        0            2
## 588        860            1            0        1        0            2
## 589       1473            2            0        1        0            1
## 590        935            0            0        1        0            2
## 591       1582            0            0        2        1            3
## 592       2296            1            0        2        1            3
## 593        816            1            0        1        0            2
## 594        848            1            0        1        0            1
## 595        924            0            0        1        0            3
## 596       1826            1            0        2        0            3
## 597       1368            0            0        1        0            3
## 598       1402            0            2        0        2            2
## 599       1647            1            0        2        0            3
## 600       1556            1            0        2        1            3
## 601       1904            1            0        2        1            3
## 602       1375            0            0        1        1            3
## 603       1915            1            0        2        1            3
## 604       1200            0            0        2        1            2
## 605       1494            1            0        2        0            3
## 606       1986            0            0        2        1            3
## 607       1040            1            0        1        0            3
## 608       2008            1            0        3        0            3
## 609       3194            0            0        2        1            4
## 610       1029            1            0        1        0            3
## 611       2153            1            0        2        1            3
## 612       1032            0            1        2        0            3
## 613       1872            1            0        2        1            3
## 614       1120            0            0        1        0            3
## 615        630            1            0        1        0            1
## 616       1054            1            0        1        0            3
## 617       1509            1            0        2        1            3
## 618        832            0            0        1        0            2
## 619       1828            0            0        2        0            3
## 620       2262            1            0        2        1            4
## 621        864            1            0        1        0            2
## 622       2614            0            0        2        1            4
## 623        980            0            0        1        0            3
## 624       1512            0            0        2        1            2
## 625       1790            1            0        1        2            4
## 626       1116            0            0        1        1            3
## 627       1422            0            0        1        0            3
## 628       1520            1            0        1        0            3
## 629       2080            0            1        1        2            5
## 630       1350            1            0        1        1            3
## 631       1750            0            0        1        0            3
## 632       1554            0            0        2        0            2
## 633       1411            0            0        2        0            3
## 634       1056            0            1        1        0            3
## 635       1056            2            0        0        0            0
## 636       3395            0            0        2        0            8
## 637        800            0            0        1        0            1
## 638       1387            0            0        2        0            3
## 639        796            0            0        1        0            2
## 640       1567            1            0        2        0            1
## 641       1518            0            0        1        1            1
## 642       1929            1            0        2        1            3
## 643       2704            1            0        2        1            4
## 644       1620            0            0        2        1            4
## 645       1766            1            0        2        1            2
## 646        981            1            0        1        1            3
## 647       1048            0            0        1        0            3
## 648       1094            0            0        1        0            3
## 649       1839            0            0        1        1            4
## 650        630            1            0        1        0            1
## 651       1665            0            0        2        1            3
## 652       1510            1            0        1        0            4
## 653       1716            0            0        2        1            2
## 654       1469            0            0        1        0            3
## 655       2113            1            0        2        1            2
## 656       1092            0            0        1        1            3
## 657       1053            1            0        1        1            3
## 658       1502            0            0        1        1            3
## 659       1458            0            1        1        0            3
## 660       1486            1            0        1        0            3
## 661       1935            0            0        2        1            3
## 662       2448            1            0        2        1            4
## 663       1392            1            0        1        0            2
## 664       1181            1            0        2        0            3
## 665       2097            1            0        1        1            1
## 666       1936            0            0        2        1            3
## 667       2380            0            0        2        1            3
## 668       1679            1            0        2        0            3
## 669       1437            1            0        1        1            3
## 670       1180            0            0        1        0            2
## 671       1476            1            0        2        1            3
## 672       1369            1            0        2        0            3
## 673       1208            1            0        1        1            3
## 674       1839            1            0        2        0            3
## 675       1136            1            0        1        0            3
## 676       1441            0            0        2        1            3
## 677       1774            1            0        2        0            4
## 678        792            0            0        1        0            2
## 679       2046            0            0        2        1            3
## 680        988            1            0        1        0            3
## 681        923            0            0        2        0            2
## 682       1520            0            0        1        0            3
## 683       1291            1            0        1        0            2
## 684       1668            1            0        2        0            3
## 685       1839            0            0        2        1            4
## 686       2090            1            0        2        0            3
## 687       1761            0            0        3        0            3
## 688       1102            0            0        2        1            2
## 689       1419            1            0        2        0            2
## 690       1362            0            0        2        0            2
## 691        848            1            0        1        0            1
## 692       4316            0            1        3        1            4
## 693       2519            1            0        2        1            4
## 694       1073            0            0        1        0            2
## 695       1539            0            0        1        1            3
## 696       1137            1            0        2        0            2
## 697        616            0            0        1        0            2
## 698       1148            0            1        1        0            2
## 699        894            1            0        1        0            3
## 700       1391            0            0        2        0            2
## 701       1800            1            0        2        0            3
## 702       1164            0            0        1        1            3
## 703       2576            0            0        2        1            4
## 704       1812            0            0        2        0            4
## 705       1484            1            0        2        0            3
## 706       1092            0            0        2        0            3
## 707       1824            1            0        2        0            2
## 708       1324            1            0        2        0            2
## 709       1456            0            0        2        1            3
## 710        904            0            0        1        0            3
## 711        729            0            0        1        0            2
## 712       1178            0            0        1        0            2
## 713       1228            1            0        2        0            2
## 714        960            1            0        1        0            3
## 715       1479            0            0        2        1            3
## 716       1350            0            0        2        0            3
## 717       2554            0            0        1        1            3
## 718       1178            0            1        1        1            3
## 719       2418            1            0        2        1            3
## 720        971            0            0        1        1            3
## 721       1742            1            0        2        0            2
## 722        848            1            0        1        0            1
## 723        864            0            0        1        0            3
## 724       1470            0            0        2        0            4
## 725       1698            1            0        2        0            3
## 726        864            0            0        1        0            3
## 727       1680            1            0        2        0            3
## 728       1232            1            0        2        0            2
## 729       1776            1            0        2        0            4
## 730       1208            0            0        1        0            2
## 731       1616            1            0        2        0            2
## 732       1146            1            0        2        0            3
## 733       2031            0            0        2        1            3
## 734       1144            1            0        1        0            3
## 735        948            0            0        1        0            3
## 736       1768            0            0        1        1            2
## 737       1040            0            0        2        0            2
## 738       1801            0            0        2        1            3
## 739       1200            3            0        3        0            3
## 740       1728            0            0        2        1            3
## 741       1432            0            0        2        0            2
## 742        912            1            1        1        0            3
## 743       1349            0            0        2        0            3
## 744       1464            0            1        2        0            3
## 745       1337            1            0        2        0            2
## 746       2715            0            1        3        1            4
## 747       2256            0            0        2        1            4
## 748       2640            0            0        1        1            4
## 749       1720            1            0        2        0            3
## 750       1529            0            0        2        0            4
## 751       1140            0            0        1        0            3
## 752       1320            0            0        2        1            3
## 753       1494            1            0        2        0            3
## 754       2098            0            0        2        1            3
## 755       1026            1            0        1        0            3
## 756       1471            0            0        2        1            3
## 757       1768            0            0        2        1            3
## 758       1386            0            0        2        1            3
## 759       1501            0            0        2        1            3
## 760       2531            0            0        2        1            4
## 761        864            0            0        1        0            2
## 762       1301            0            0        1        0            2
## 763       1547            0            0        2        1            3
## 764       2365            1            0        2        1            3
## 765       1494            1            0        1        1            2
## 766       1506            0            0        2        0            2
## 767       1714            0            0        2        1            3
## 768       1750            1            0        2        0            4
## 769       1836            0            0        2        0            3
## 770       3279            1            0        3        1            4
## 771        858            1            0        1        0            2
## 772       1220            0            0        1        0            2
## 773       1117            1            0        1        0            3
## 774        912            0            0        1        0            2
## 775       1973            0            0        2        0            3
## 776       1204            1            0        2        0            2
## 777       1614            0            0        2        0            3
## 778        894            1            0        1        0            3
## 779       2020            0            0        2        0            4
## 780       1004            1            0        1        0            2
## 781       1253            0            0        2        0            3
## 782       1603            0            0        2        1            3
## 783       1430            0            0        2        0            3
## 784       1110            1            0        1        0            1
## 785       1484            0            0        2        0            3
## 786       1342            0            0        2        0            3
## 787       1652            1            0        2        0            4
## 788       2084            1            0        2        1            4
## 789        901            0            0        1        0            2
## 790       2087            0            0        2        1            5
## 791       1145            0            0        2        0            2
## 792       1062            1            0        1        0            3
## 793       2013            1            0        2        1            3
## 794       1496            0            0        2        0            3
## 795       1895            0            0        2        1            3
## 796       1564            0            0        2        1            3
## 797       1285            0            0        1        1            3
## 798        773            0            0        1        0            2
## 799       3140            0            0        3        1            4
## 800       1768            1            0        1        1            3
## 801       1688            1            0        2        1            4
## 802       1196            1            0        1        0            2
## 803       1456            1            0        2        1            3
## 804       2822            0            0        3        1            4
## 805       1128            0            0        1        0            2
## 806       1428            0            0        2        0            3
## 807        980            0            0        2        0            3
## 808       1576            2            0        1        1            3
## 809       1086            1            0        1        0            3
## 810       2138            0            0        2        0            2
## 811       1309            1            0        1        1            3
## 812        848            1            0        1        0            1
## 813       1044            0            0        1        0            2
## 814       1442            0            0        1        1            4
## 815       1250            0            1        1        1            3
## 816       1661            0            0        2        0            3
## 817       1008            0            0        1        0            2
## 818       1689            1            0        2        0            3
## 819       1052            1            0        1        0            3
## 820       1358            1            0        2        0            2
## 821       1640            0            0        2        1            3
## 822        936            0            0        1        0            2
## 823       1733            0            0        2        1            3
## 824       1489            0            0        2        0            3
## 825       1489            0            0        2        0            3
## 826       2084            1            0        2        0            2
## 827        784            1            0        1        0            2
## 828       1434            0            0        2        0            3
## 829       2126            0            1        2        1            3
## 830       1223            0            0        2        1            2
## 831       1392            1            0        1        1            3
## 832       1200            0            0        2        1            2
## 833       1829            1            0        2        1            3
## 834       1516            0            0        1        1            3
## 835       1144            1            0        1        0            3
## 836       1067            0            0        2        0            2
## 837       1559            1            0        1        0            2
## 838        987            1            0        1        1            2
## 839       1099            0            0        1        1            3
## 840       1200            0            0        1        0            3
## 841       1482            0            0        2        0            4
## 842       1539            0            0        2        0            3
## 843       1165            1            0        1        1            3
## 844       1800            0            0        2        0            6
## 845       1416            0            0        1        1            4
## 846       1701            1            0        2        0            3
## 847       1775            1            0        2        1            3
## 848        864            1            0        1        0            3
## 849       2358            0            0        3        0            5
## 850       1855            0            0        2        1            3
## 851        848            1            0        1        0            1
## 852       1456            0            0        2        0            2
## 853       1646            0            0        2        0            4
## 854       1445            0            0        1        1            3
## 855       1779            1            0        1        1            3
## 856       1040            1            0        1        1            3
## 857       1026            1            0        1        0            3
## 858       1481            0            0        2        1            3
## 859       1370            0            0        2        0            3
## 860       2654            1            0        2        1            4
## 861       1426            0            0        1        1            3
## 862       1039            1            0        1        1            3
## 863       1097            0            0        2        0            3
## 864       1148            1            0        1        0            3
## 865       1372            0            0        2        0            3
## 866       1002            1            0        1        0            3
## 867       1646            0            0        2        0            3
## 868       1120            1            0        1        1            3
## 869       2320            0            0        2        0            2
## 870       1949            1            0        2        1            3
## 871        894            0            0        1        0            2
## 872       1682            0            0        2        1            3
## 873        910            0            0        1        0            3
## 874       1268            0            0        1        0            3
## 875       1131            0            0        1        1            3
## 876       2610            0            0        2        1            4
## 877       1040            1            0        1        0            3
## 878       2224            1            0        2        1            4
## 879       1155            1            0        1        0            3
## 880        864            1            0        1        0            3
## 881       1090            1            0        1        1            2
## 882       1717            0            0        2        1            3
## 883       1593            0            0        2        1            3
## 884       2230            1            0        1        0            5
## 885        892            0            0        1        0            3
## 886       1709            1            0        2        0            2
## 887       1712            0            0        2        0            4
## 888       1393            0            0        1        1            3
## 889       2217            1            0        2        0            4
## 890       1505            1            0        1        0            2
## 891        924            0            0        1        0            3
## 892       1683            0            0        2        1            3
## 893       1068            0            1        1        0            3
## 894       1383            1            0        1        0            3
## 895       1535            0            0        2        0            4
## 896       1796            1            0        1        1            4
## 897        951            0            0        1        0            2
## 898       2240            0            0        2        0            6
## 899       2364            1            0        2        1            2
## 900       1236            0            0        1        0            3
## 901        858            0            0        1        0            2
## 902       1306            1            0        1        0            2
## 903       1509            0            0        2        1            3
## 904       1670            0            0        2        0            3
## 905        902            0            0        1        0            3
## 906       1063            1            0        1        0            3
## 907       1636            1            0        2        0            3
## 908       2057            0            0        1        1            3
## 909        902            1            0        1        0            2
## 910       1484            0            0        2        1            3
## 911       2274            0            0        2        0            5
## 912       1268            0            0        1        1            3
## 913       1015            0            0        1        0            3
## 914       2002            0            0        2        0            4
## 915       1224            0            0        2        1            2
## 916       1092            0            0        1        1            3
## 917        480            1            0        0        0            1
## 918       1229            0            0        1        0            3
## 919       2127            1            0        2        1            4
## 920       1414            1            0        1        0            3
## 921       1721            0            1        2        1            3
## 922       2200            2            0        2        2            4
## 923       1316            0            0        2        0            3
## 924       1617            1            0        2        0            2
## 925       1686            1            0        2        0            3
## 926       1126            0            1        2        0            3
## 927       2374            0            0        2        1            4
## 928       1978            0            0        2        1            4
## 929       1788            0            0        2        0            3
## 930       2236            0            0        2        1            4
## 931       1466            0            0        2        0            3
## 932        925            0            1        1        0            2
## 933       1905            0            0        2        0            3
## 934       1500            0            0        2        0            3
## 935       2069            1            0        2        0            4
## 936        747            0            0        1        0            1
## 937       1200            1            0        2        0            2
## 938       1971            0            0        2        1            3
## 939       1962            0            0        2        1            3
## 940       2403            0            0        2        0            4
## 941       1728            0            0        2        0            4
## 942       2060            1            0        2        1            3
## 943       1440            2            0        2        0            4
## 944       1632            0            0        2        0            4
## 945       1344            0            1        1        0            3
## 946       1869            0            0        1        0            2
## 947       1144            1            0        1        0            3
## 948       1629            1            0        2        0            3
## 949       1776            0            0        2        1            3
## 950       1381            1            0        1        1            3
## 951        864            1            0        1        0            3
## 952        965            1            0        1        0            3
## 953        768            0            1        1        0            2
## 954       1968            0            1        2        1            4
## 955        980            0            2        2        0            4
## 956       1958            0            0        2        0            4
## 957       1229            0            0        1        1            2
## 958       1057            0            0        1        0            3
## 959       1337            1            0        2        0            3
## 960       1416            1            0        2        1            3
## 961        858            1            0        1        0            2
## 962       2872            1            0        2        1            4
## 963       1548            1            0        2        1            3
## 964       1800            0            0        2        0            2
## 965       1894            1            0        2        1            4
## 966       1484            0            0        2        1            3
## 967       1308            1            0        1        1            2
## 968       1098            1            0        1        0            3
## 969        968            0            0        1        0            2
## 970       1095            1            0        1        0            2
## 971       1192            0            0        1        1            4
## 972       1626            0            0        2        0            2
## 973        918            0            0        2        0            2
## 974       1428            0            0        2        0            3
## 975       2019            0            0        1        0            3
## 976       1382            1            0        2        1            3
## 977        869            0            0        1        0            2
## 978       1241            1            0        1        1            1
## 979        894            0            0        1        0            3
## 980       1121            1            0        1        0            3
## 981        999            1            0        1        0            3
## 982       2612            1            0        2        1            4
## 983       1266            0            0        2        0            2
## 984       2290            0            0        2        1            4
## 985       1734            0            0        2        0            4
## 986       1164            1            0        1        0            3
## 987       1635            0            0        1        0            2
## 988       1940            1            0        2        1            3
## 989       2030            0            0        2        1            4
## 990       1576            0            0        2        1            3
## 991       2392            1            0        2        1            3
## 992       1742            0            0        1        1            4
## 993       1851            0            0        2        1            3
## 994       1500            0            0        2        1            3
## 995       1718            1            0        2        0            3
## 996       1230            1            0        1        1            3
## 997       1050            1            0        1        0            3
## 998       1442            0            0        2        0            2
## 999       1077            0            0        1        0            3
## 1000      1208            1            0        2        0            2
## 1001       944            0            0        1        0            2
## 1002       691            0            0        1        0            2
## 1003      1574            0            0        2        0            3
## 1004      1680            0            0        2        0            4
## 1005      1504            0            0        2        0            1
## 1006       985            0            0        2        0            3
## 1007      1657            0            1        2        0            3
## 1008      1092            0            0        1        1            3
## 1009      1710            0            0        2        0            3
## 1010      1522            0            0        2        0            4
## 1011      1271            0            0        2        0            4
## 1012      1664            0            0        2        0            4
## 1013      1502            0            0        1        1            3
## 1014      1022            1            0        1        0            2
## 1015      1082            0            0        1        0            2
## 1016      1665            1            0        2        1            3
## 1017      1504            1            0        2        0            3
## 1018      1360            1            0        1        0            1
## 1019      1472            0            0        2        1            3
## 1020      1506            0            0        2        0            2
## 1021      1132            1            0        1        1            2
## 1022      1220            1            0        2        0            2
## 1023      1248            0            0        1        0            2
## 1024      1504            0            0        2        0            2
## 1025      2898            1            0        2        0            2
## 1026       882            1            0        1        0            3
## 1027      1264            1            0        1        0            3
## 1028      1646            1            0        2        0            3
## 1029      1376            1            0        1        0            3
## 1030      1218            0            1        1        1            3
## 1031      1928            0            0        2        0            5
## 1032      3082            1            0        2        1            5
## 1033      2520            1            0        2        1            5
## 1034      1654            1            0        2        0            3
## 1035       954            0            0        1        0            2
## 1036       845            0            0        1        0            3
## 1037      1620            1            0        2        0            2
## 1038      2263            0            0        2        1            3
## 1039      1344            0            0        1        1            3
## 1040       630            1            0        1        0            1
## 1041      1803            1            0        2        0            3
## 1042      1632            0            1        1        1            4
## 1043      1306            1            0        2        0            1
## 1044      2329            1            0        2        1            4
## 1045      2524            1            0        2        1            4
## 1046      1733            0            0        2        0            4
## 1047      2868            0            0        3        1            4
## 1048       990            0            1        1        0            3
## 1049      1771            0            0        1        0            3
## 1050       930            0            0        1        0            2
## 1051      1302            0            0        2        0            3
## 1052      1316            0            0        2        0            3
## 1053      1977            0            1        1        1            4
## 1054      1526            0            0        1        0            4
## 1055      1989            1            0        2        1            3
## 1056      1523            0            1        2        0            3
## 1057      1364            1            0        2        0            2
## 1058      1850            0            0        2        1            3
## 1059      2184            1            0        2        1            3
## 1060      1991            0            0        1        1            3
## 1061      1338            1            0        2        0            2
## 1062       894            0            0        1        0            2
## 1063      2337            0            0        2        0            5
## 1064      1103            0            0        1        0            2
## 1065      1154            0            0        1        1            3
## 1066      2260            1            0        2        1            3
## 1067      1571            0            0        2        1            3
## 1068      1611            1            0        1        1            4
## 1069      2521            1            0        2        1            5
## 1070       893            0            1        1        0            2
## 1071      1048            1            0        1        0            3
## 1072      1556            0            0        1        1            4
## 1073      1456            1            1        1        0            4
## 1074      1426            0            0        1        1            3
## 1075      1240            0            0        2        0            2
## 1076      1740            0            0        1        1            3
## 1077      1466            0            1        2        0            3
## 1078      1096            1            0        1        0            3
## 1079       848            1            0        1        0            1
## 1080       990            0            0        1        0            3
## 1081      1258            0            1        2        0            3
## 1082      1040            1            0        1        1            3
## 1083      1459            0            0        2        0            3
## 1084      1251            1            0        1        0            3
## 1085      1498            0            0        2        1            3
## 1086       996            1            0        1        0            2
## 1087      1092            0            0        1        1            3
## 1088      1953            0            0        2        1            3
## 1089      1709            0            0        2        0            3
## 1090      1247            1            0        1        1            1
## 1091      1040            0            0        2        0            2
## 1092      1252            1            0        2        1            2
## 1093      1694            0            0        2        0            4
## 1094      1200            1            0        1        1            1
## 1095       936            1            0        1        0            2
## 1096      1314            0            0        2        0            3
## 1097      1355            0            0        1        1            3
## 1098      1088            0            0        1        1            2
## 1099      1324            0            0        1        0            3
## 1100      1601            0            0        2        0            3
## 1101       438            0            0        1        0            1
## 1102       950            0            0        1        0            3
## 1103      1134            0            0        1        0            2
## 1104      1194            0            1        1        0            3
## 1105      1302            0            0        2        1            3
## 1106      2622            1            0        2        1            3
## 1107      1442            1            0        2        0            3
## 1108      2021            0            0        2        1            3
## 1109      1690            0            0        2        1            3
## 1110      1836            1            0        2        0            3
## 1111      1658            1            0        2        1            3
## 1112      1964            0            0        2        1            4
## 1113       816            1            0        1        0            2
## 1114      1008            1            0        1        0            2
## 1115       833            0            0        1        0            2
## 1116      1734            1            0        2        0            3
## 1117      1419            1            0        2        1            3
## 1118       894            1            0        1        0            3
## 1119      1601            0            1        1        0            3
## 1120      1040            0            0        1        0            3
## 1121      1012            0            0        1        0            2
## 1122      1552            0            0        2        0            3
## 1123       960            0            0        1        0            3
## 1124       698            0            1        1        0            2
## 1125      1482            0            0        2        1            3
## 1126      1005            0            0        1        0            2
## 1127      1555            0            0        2        0            2
## 1128      1530            1            0        2        0            3
## 1129      1959            0            0        2        1            4
## 1130       936            1            0        1        0            2
## 1131      1981            1            0        2        0            4
## 1132       974            0            0        1        0            3
## 1133      2210            0            0        2        0            5
## 1134      2020            0            0        2        1            3
## 1135      1600            0            0        2        1            3
## 1136       986            0            0        1        0            2
## 1137      1252            0            0        1        0            3
## 1138      1020            0            0        1        0            2
## 1139      1567            1            0        2        0            2
## 1140      1167            0            0        1        0            3
## 1141       952            1            0        1        0            2
## 1142      1868            1            0        2        1            4
## 1143      2828            1            0        3        0            4
## 1144      1006            0            0        1        0            3
## 1145       924            1            0        1        0            2
## 1146      1576            0            0        1        0            3
## 1147      1298            1            0        2        0            3
## 1148      1564            0            0        1        1            3
## 1149      1111            0            0        1        0            2
## 1150      1482            0            1        1        0            3
## 1151       932            0            0        1        0            2
## 1152      1466            0            0        1        1            3
## 1153      1811            0            0        1        0            2
## 1154       816            0            0        1        0            2
## 1155      1820            0            0        1        2            4
## 1156      1437            1            0        2        0            3
## 1157      1265            0            1        2        0            3
## 1158      1314            1            0        2        0            2
## 1159      1580            0            0        2        0            3
## 1160      1876            0            0        2        1            4
## 1161      1456            0            0        2        1            3
## 1162      1640            1            0        1        0            3
## 1163       894            0            0        1        0            3
## 1164      1258            2            0        0        2            0
## 1165      1432            1            0        1        1            2
## 1166      1502            0            0        2        0            3
## 1167      1694            0            0        2        0            3
## 1168      1671            1            0        2        1            3
## 1169      2108            0            0        2        0            4
## 1170      3627            1            0        3        1            4
## 1171      1118            1            0        1        0            3
## 1172      1261            1            0        1        0            3
## 1173      1250            0            0        2        1            2
## 1174      3086            0            0        3        0            3
## 1175      2345            0            0        2        1            4
## 1176      2872            0            0        2        1            4
## 1177       923            1            0        1        0            3
## 1178      1224            0            0        1        0            3
## 1179      1343            0            0        1        1            3
## 1180      1124            0            0        1        0            3
## 1181      2514            0            0        2        1            4
## 1182      1652            1            1        2        0            2
## 1183      4476            1            0        3        1            4
## 1184      1130            1            0        1        0            2
## 1185      1572            1            0        1        1            3
## 1186      1221            1            0        1        0            4
## 1187      1699            1            0        2        0            3
## 1188      1624            1            0        2        0            2
## 1189      1660            0            0        2        1            3
## 1190      1804            0            0        2        1            3
## 1191      1622            1            0        1        0            3
## 1192      1441            0            0        2        1            2
## 1193      1472            0            0        1        0            3
## 1194      1224            1            0        2        0            2
## 1195      1352            0            0        1        1            4
## 1196      1456            0            0        2        1            3
## 1197      1863            0            0        2        1            4
## 1198      1690            0            0        1        0            3
## 1199      1212            0            0        2        0            3
## 1200      1382            0            0        1        1            3
## 1201       864            0            0        1        0            3
## 1202      1779            0            0        2        1            3
## 1203      1348            1            0        1        0            3
## 1204      1630            0            0        2        0            3
## 1205      1074            1            0        1        1            3
## 1206      2196            0            0        2        0            3
## 1207      1056            1            0        1        0            2
## 1208      1700            1            0        2        0            3
## 1209      1283            1            0        1        0            3
## 1210      1660            1            0        2        0            3
## 1211      1845            0            0        2        1            3
## 1212      1752            0            0        2        0            4
## 1213       672            1            0        1        0            2
## 1214       960            1            1        0        0            0
## 1215       999            1            0        1        0            3
## 1216       894            0            0        1        0            3
## 1217      1902            0            0        2        0            4
## 1218      1314            1            0        2        0            3
## 1219       912            0            0        1        0            2
##      KitchenAbvGr KitchenQual TotRmsAbvGrd Functional Fireplaces FireplaceQu
## 1               1          Gd            8        Typ          0        <NA>
## 2               1          TA            6        Typ          1          TA
## 3               1          Gd            6        Typ          1          TA
## 4               1          Gd            7        Typ          1          Gd
## 5               1          Gd            9        Typ          1          TA
## 6               1          TA            5        Typ          0        <NA>
## 7               1          Gd            7        Typ          1          Gd
## 8               1          TA            7        Typ          2          TA
## 9               2          TA            8       Min1          2          TA
## 10              2          TA            5        Typ          2          TA
## 11              1          TA            5        Typ          0        <NA>
## 12              1          Ex           11        Typ          2          Gd
## 13              1          TA            4        Typ          0        <NA>
## 14              1          Gd            7        Typ          1          Gd
## 15              1          TA            5        Typ          1          Fa
## 16              1          TA            5        Typ          0        <NA>
## 17              1          TA            5        Typ          1          TA
## 18              2          TA            6        Typ          0        <NA>
## 19              1          Gd            6        Typ          0        <NA>
## 20              1          TA            6       Min1          0        <NA>
## 21              1          Gd            9        Typ          1          Gd
## 22              1          Gd            6        Typ          1          Gd
## 23              1          Gd            7        Typ          1          Gd
## 24              1          TA            6        Typ          1          TA
## 25              1          Gd            6        Typ          1          TA
## 26              1          Gd            7        Typ          1          Gd
## 27              1          Gd            5        Typ          0        <NA>
## 28              1          Gd            7        Typ          1          Gd
## 29              1          TA            6        Typ          2          Gd
## 30              1          Fa            4        Typ          0        <NA>
## 31              1          TA            6        Typ          0        <NA>
## 32              1          Gd            6        Typ          0        <NA>
## 33              1          Gd            7        Typ          0        <NA>
## 34              1          Gd            6        Typ          1          Gd
## 35              1          Ex            6        Typ          1          Gd
## 36              1          Gd            9        Typ          1          Gd
## 37              1          TA            6        Typ          0        <NA>
## 38              1          TA            5        Typ          1          TA
## 39              1          Gd            5        Typ          0        <NA>
## 40              2          Fa            6        Typ          0        <NA>
## 41              1          TA            6        Typ          1          TA
## 42              1          TA            5        Typ          2          Gd
## 43              1          Gd            5        Typ          0        <NA>
## 44              1          TA            5        Typ          0        <NA>
## 45              1          TA            6        Typ          0        <NA>
## 46              1          Ex            6        Typ          1          Gd
## 47              1          Gd            6        Typ          1          Ex
## 48              1          Gd            7        Typ          0        <NA>
## 49              3          TA            8        Typ          0        <NA>
## 50              1          TA            6        Typ          0        <NA>
## 51              1          TA            6        Typ          0        <NA>
## 52              1          TA            6        Typ          1          Gd
## 53              1          TA            5        Typ          0        <NA>
## 54              1          Gd            5        Typ          1          Gd
## 55              1          TA            6       Min1          1          TA
## 56              1          TA            7        Typ          1          Gd
## 57              1          Gd            7        Typ          0        <NA>
## 58              1          Gd            7        Typ          0        <NA>
## 59              1          Gd           10        Typ          1          Gd
## 60              1          TA            4        Typ          0        <NA>
## 61              1          Gd            5        Typ          0        <NA>
## 62              1          Fa            6        Typ          0        <NA>
## 63              1          Gd            6        Typ          1          Gd
## 64              1          TA            9        Typ          0        <NA>
## 65              1          Gd            8        Typ          0        <NA>
## 66              1          Gd            9        Typ          1          Gd
## 67              1          TA            7       Min1          1          Gd
## 68              1          Gd            7        Typ          0        <NA>
## 69              1          TA            4        Typ          0        <NA>
## 70              1          TA            7        Typ          1          TA
## 71              1          TA            8        Typ          2          Gd
## 72              1          TA            4        Typ          0        <NA>
## 73              1          TA            7        Typ          1          TA
## 74              1          TA            6        Typ          0        <NA>
## 75              2          TA            8        Typ          0        <NA>
## 76              1          TA            5        Typ          0        <NA>
## 77              1          TA            4        Typ          0        <NA>
## 78              1          TA            6       Min1          0        <NA>
## 79              2          TA            8        Typ          0        <NA>
## 80              1          TA            5        Typ          0        <NA>
## 81              1          Gd            8        Typ          1          Gd
## 82              1          TA            5        Typ          0        <NA>
## 83              1          Gd            6        Typ          1          Gd
## 84              1          TA            6        Typ          0        <NA>
## 85              1          TA            7        Typ          1          TA
## 86              1          Gd            9        Typ          1          TA
## 87              1          Gd            6        Typ          1          Gd
## 88              1          Gd            4        Typ          0        <NA>
## 89              1          Fa            6        Typ          0        <NA>
## 90              1          TA            5        Typ          0        <NA>
## 91              1          TA            4        Typ          0        <NA>
## 92              1          TA            6        Typ          0        <NA>
## 93              1          TA            5        Typ          0        <NA>
## 94              2          TA            9        Typ          1          Gd
## 95              1          Gd            7        Typ          0        <NA>
## 96              1          TA            6        Typ          1          TA
## 97              1          Gd            6        Typ          0        <NA>
## 98              1          TA            6        Typ          0        <NA>
## 99              1          TA            5        Typ          0        <NA>
## 100             1          TA            6        Typ          0        <NA>
## 101             1          Gd            6        Typ          2          TA
## 102             1          Gd            7        Typ          1          TA
## 103             2          TA            8        Typ          0        <NA>
## 104             1          Gd            6        Typ          0        <NA>
## 105             1          TA            7        Typ          2          TA
## 106             1          Gd            9        Typ          1          Gd
## 107             1          TA            6        Typ          0        <NA>
## 108             1          TA            5        Typ          0        <NA>
## 109             1          Fa            7        Typ          0        <NA>
## 110             1          TA            7        Typ          1          TA
## 111             1          TA            7        Typ          0        <NA>
## 112             1          TA            7        Typ          1          TA
## 113             1          Ex           10        Typ          1          Gd
## 114             1          Gd            7        Typ          2          Gd
## 115             1          Gd            9        Typ          1          TA
## 116             1          TA            5        Typ          1          Fa
## 117             1          TA            6        Typ          1          Po
## 118             1          TA            5        Typ          0        <NA>
## 119             1          Gd           11        Typ          2          TA
## 120             1          Gd            8        Typ          1          Gd
## 121             1          TA            4        Typ          2          TA
## 122             1          TA            4        Typ          0        <NA>
## 123             1          TA            5        Typ          0        <NA>
## 124             1          Gd            5        Typ          0        <NA>
## 125             1          TA            7        Typ          1          TA
## 126             1          TA            5        Typ          0        <NA>
## 127             1          TA            5        Typ          1          TA
## 128             1          TA            5        Typ          1          TA
## 129             1          TA            6        Typ          1          Fa
## 130             1          Ex            6        Typ          0        <NA>
## 131             1          Gd            8        Typ          2          Gd
## 132             1          Gd            7        Typ          1          TA
## 133             1          Gd            7        Typ          0        <NA>
## 134             1          Gd            6        Typ          0        <NA>
## 135             1          TA            7       Min1          1          TA
## 136             1          TA            7        Typ          1          Gd
## 137             1          TA            5        Typ          1          Fa
## 138             2          TA            9        Typ          0        <NA>
## 139             1          Gd            7        Typ          2          TA
## 140             1          Gd            7        Typ          0        <NA>
## 141             1          TA            5        Typ          1          Po
## 142             1          Gd            7        Typ          0        <NA>
## 143             1          TA            6        Typ          0        <NA>
## 144             1          Gd            6        Typ          0        <NA>
## 145             2          TA           10        Typ          0        <NA>
## 146             1          Gd            7       Maj1          0        <NA>
## 147             1          TA            5        Typ          0        <NA>
## 148             1          Gd            8        Typ          1          Gd
## 149             1          Gd            6        Typ          0        <NA>
## 150             1          TA            7        Typ          0        <NA>
## 151             1          TA            5        Typ          0        <NA>
## 152             1          Gd            6        Typ          1          Gd
## 153             1          TA            8        Typ          1          Gd
## 154             1          TA            4        Typ          1          Gd
## 155             1          TA            7        Typ          0        <NA>
## 156             1          TA            5        Typ          0        <NA>
## 157             1          TA            5        Typ          0        <NA>
## 158             1          Ex            8        Typ          1          Gd
## 159             1          Gd            8        Typ          1          Gd
## 160             1          Gd            9        Typ          1          Gd
## 161             1          TA            6        Typ          0        <NA>
## 162             1          Ex           10        Typ          2          Gd
## 163             1          Gd            7        Typ          1          Gd
## 164             1          TA            4        Typ          0        <NA>
## 165             1          Gd            5        Typ          0        <NA>
## 166             2          TA            6        Typ          0        <NA>
## 167             1          TA            7        Typ          3          Gd
## 168             1          Ex            8        Typ          1          Gd
## 169             1          Gd            7        Typ          1          Gd
## 170             1          TA            6        Typ          1          TA
## 171             1          TA            7        Typ          0        <NA>
## 172             1          TA            7        Typ          2          Gd
## 173             1          Gd            5        Typ          1          TA
## 174             1          TA            6        Typ          1          TA
## 175             1          TA            7       Min2          1          TA
## 176             1          Gd            7        Typ          1          Gd
## 177             1          TA            8        Typ          1          TA
## 178             1          Gd            8        Typ          1          Gd
## 179             1          Ex            9        Typ          1          Gd
## 180             1          TA            5        Typ          0        <NA>
## 181             1          Gd            5        Typ          1          TA
## 182             1          TA            9        Typ          1          Gd
## 183             1          TA            7        Typ          1          Gd
## 184             1          Gd            6        Mod          0        <NA>
## 185             1          TA            5        Typ          0        <NA>
## 186             1          Ex           12        Typ          2          TA
## 187             1          Gd            6        Typ          0        <NA>
## 188             1          TA            8       Min2          0        <NA>
## 189             2          TA            6        Typ          2          TA
## 190             1          Ex            5        Typ          1          Gd
## 191             1          Gd           10       Maj1          2          TA
## 192             1          Gd            7        Typ          0        <NA>
## 193             1          Gd            6        Typ          0        <NA>
## 194             1          Gd            7       Maj1          0        <NA>
## 195             1          TA            5        Typ          0        <NA>
## 196             1          TA            7        Typ          1          TA
## 197             1          Ex            8        Typ          1          Gd
## 198             1          Gd            8        Typ          1          Ex
## 199             1          TA            8        Typ          0        <NA>
## 200             1          Ex            7        Typ          1          Gd
## 201             1          TA            5        Typ          0        <NA>
## 202             1          TA            6        Typ          2          Fa
## 203             1          TA            6       Min1          0        <NA>
## 204             1          Gd            3        Typ          1          Gd
## 205             1          TA            5        Typ          0        <NA>
## 206             1          TA            5        Typ          0        <NA>
## 207             1          TA            8       Min2          1          TA
## 208             1          TA            6        Typ          1          Po
## 209             1          TA            7        Typ          1          Gd
## 210             1          TA            6        Typ          0        <NA>
## 211             1          TA            5        Typ          0        <NA>
## 212             1          Gd            6        Typ          0        <NA>
## 213             1          Gd            7        Typ          1          TA
## 214             1          TA            5        Typ          0        <NA>
## 215             1          TA            6        Typ          0        <NA>
## 216             1          Gd            6       Min1          1          Fa
## 217             1          Gd            8        Typ          0        <NA>
## 218             1          TA            8        Typ          0        <NA>
## 219             1          Gd            8        Typ          2          TA
## 220             1          Gd            5        Typ          0        <NA>
## 221             1          Gd            5        Typ          0        <NA>
## 222             1          Gd            8        Typ          1          TA
## 223             1          TA            6        Typ          1          TA
## 224             1          TA            4        Typ          0        <NA>
## 225             1          Ex            8        Typ          1          Ex
## 226             1          TA            6        Typ          0        <NA>
## 227             1          Gd            9        Typ          1          TA
## 228             1          TA            5        Typ          0        <NA>
## 229             1          TA            5        Typ          1          Fa
## 230             1          Gd            7        Typ          1          TA
## 231             1          TA            6        Typ          0        <NA>
## 232             1          Ex            9        Typ          1          TA
## 233             1          TA            5        Typ          1          Po
## 234             1          TA            5        Typ          0        <NA>
## 235             1          Gd            8        Typ          2          TA
## 236             1          TA            5        Typ          0        <NA>
## 237             1          Gd            6        Typ          0        <NA>
## 238             1          Gd            7        Typ          0        <NA>
## 239             1          Gd            7        Typ          0        <NA>
## 240             1          TA            7        Typ          1          Gd
## 241             1          Gd            7        Typ          0        <NA>
## 242             1          Gd            4        Typ          0        <NA>
## 243             1          TA            6        Typ          0        <NA>
## 244             1          TA            6        Typ          1          TA
## 245             1          Gd            8        Typ          2          Fa
## 246             1          TA            6        Typ          1          TA
## 247             2          Fa            9        Typ          0        <NA>
## 248             1          TA            5        Typ          1          TA
## 249             1          Gd            8        Typ          0        <NA>
## 250             1          Gd            7        Typ          2          TA
## 251             1          Fa            6        Mod          0        <NA>
## 252             1          Gd            5        Typ          1          Gd
## 253             1          Gd            6        Typ          0        <NA>
## 254             1          Gd            7       Min1          0        <NA>
## 255             1          TA            5        Typ          0        <NA>
## 256             1          Gd            8        Typ          1          TA
## 257             1          Gd            7        Typ          0        <NA>
## 258             1          Gd            8        Typ          1          Gd
## 259             1          Gd            7        Typ          1          TA
## 260             1          TA            4        Typ          0        <NA>
## 261             1          TA            6        Typ          1          TA
## 262             1          Ex           10        Typ          1          Gd
## 263             1          TA            6        Typ          1          TA
## 264             1          TA            6        Typ          0        <NA>
## 265             1          TA            4        Typ          0        <NA>
## 266             1          Gd            7        Typ          1          TA
## 267             1          TA            8        Typ          1          TA
## 268             1          Gd            8        Typ          1          Gd
## 269             1          TA            4        Typ          1          Gd
## 270             1          TA            6        Typ          1          Fa
## 271             1          Gd            8        Typ          1          Gd
## 272             1          TA            5        Mod          2          TA
## 273             1          Gd            9        Typ          1          Gd
## 274             1          TA            6       Min1          1          Gd
## 275             1          TA            5        Typ          0        <NA>
## 276             1          Ex            5        Typ          0        <NA>
## 277             1          Gd            7        Typ          0        <NA>
## 278             1          TA            4        Typ          0        <NA>
## 279             1          Ex            8        Typ          1          Ex
## 280             1          TA            8        Typ          1          TA
## 281             1          Gd            7        Typ          1          TA
## 282             1          Gd            5        Typ          0        <NA>
## 283             1          Gd            6        Typ          1          Gd
## 284             1          Gd            6        Typ          1          Gd
## 285             1          Gd            5        Typ          0        <NA>
## 286             1          Gd            5        Typ          0        <NA>
## 287             1          Gd            7        Typ          1          Gd
## 288             1          TA            5        Typ          0        <NA>
## 289             1          TA            5        Typ          0        <NA>
## 290             1          TA            7        Typ          0        <NA>
## 291             1          Gd            8        Typ          1          Gd
## 292             1          Fa            9        Typ          0        <NA>
## 293             1          TA            8       Min2          1          Gd
## 294             1          Gd            9        Typ          1          TA
## 295             1          TA            7        Typ          2          Gd
## 296             1          TA            6        Typ          0        <NA>
## 297             1          TA            6        Typ          0        <NA>
## 298             1          Gd            7        Typ          1          TA
## 299             1          TA            7        Typ          1          Gd
## 300             1          Gd            6        Typ          1          Gd
## 301             1          TA            5        Typ          2          Gd
## 302             1          Gd            9        Typ          1          TA
## 303             1          Gd            6        Typ          1          TA
## 304             1          TA            5        Typ          0        <NA>
## 305             1          Gd           10        Typ          1          Ex
## 306             1          Gd            8        Typ          0        <NA>
## 307             1          Gd            8        Typ          1          TA
## 308             1          Fa            6        Typ          0        <NA>
## 309             1          TA            4        Typ          0        <NA>
## 310             1          Ex            8        Typ          3          Ex
## 311             1          Gd            6        Typ          1          TA
## 312             1          TA            5        Typ          1          Gd
## 313             1          TA            5        Typ          1          Gd
## 314             1          TA            8        Typ          2          Gd
## 315             1          Ex            6        Typ          1          Gd
## 316             1          Gd            6        Typ          1          Gd
## 317             1          Ex           10        Typ          1          TA
## 318             1          Gd            8        Typ          1          Gd
## 319             1          Gd            9        Typ          1          TA
## 320             1          TA            6        Typ          2          TA
## 321             1          Gd            9        Typ          0        <NA>
## 322             1          Gd           10        Typ          1          Gd
## 323             1          Gd            8        Typ          1          TA
## 324             1          TA            6        Typ          0        <NA>
## 325             1          Gd           11        Typ          1          Gd
## 326             1          TA            5        Typ          0        <NA>
## 327             1          Gd            6        Typ          2          Gd
## 328             1          TA            7        Typ          0        <NA>
## 329             1          Gd           10        Typ          0        <NA>
## 330             1          TA            6        Typ          0        <NA>
## 331             2          TA           10        Typ          0        <NA>
## 332             1          TA            6        Typ          0        <NA>
## 333             1          Gd            7        Typ          1          Gd
## 334             1          Gd            6        Typ          1          Gd
## 335             1          TA            7        Typ          2          TA
## 336             1          TA            7        Typ          2          Gd
## 337             1          Gd            8        Typ          1          Gd
## 338             1          Gd            7        Typ          0        <NA>
## 339             1          Gd            8        Typ          0        <NA>
## 340             1          TA            6        Typ          0        <NA>
## 341             1          Gd            9        Typ          0        <NA>
## 342             1          TA            4        Typ          0        <NA>
## 343             2          TA            6        Typ          0        <NA>
## 344             1          Ex            6        Typ          1          Ex
## 345             1          TA            4        Typ          0        <NA>
## 346             1          Fa            6        Typ          1          Gd
## 347             1          TA            5        Typ          0        <NA>
## 348             1          TA            6        Typ          2          Gd
## 349             1          Gd            6        Typ          0        <NA>
## 350             1          Ex           10        Typ          2          Ex
## 351             1          Ex            6        Typ          1          Gd
## 352             1          Gd            6        Typ          1          TA
## 353             1          TA            5        Typ          0        <NA>
## 354             1          TA            5        Typ          0        <NA>
## 355             1          TA            6        Typ          2          Gd
## 356             1          Gd            6        Typ          0        <NA>
## 357             1          Gd            6        Typ          0        <NA>
## 358             1          TA            6        Typ          1          Po
## 359             1          Gd            6       Min2          0        <NA>
## 360             1          Gd            7        Typ          1          TA
## 361             1          TA            5        Typ          1          TA
## 362             1          TA            8        Typ          0        <NA>
## 363             1          Gd            7        Typ          1          Ex
## 364             1          Gd            5        Typ          0        <NA>
## 365             1          TA            6        Typ          1          TA
## 366             1          TA            6        Typ          0        <NA>
## 367             1          TA            6        Typ          2          Gd
## 368             1          TA            6        Typ          1          Gd
## 369             1          TA            7        Typ          1          Gd
## 370             1          Gd            7        Typ          1          Gd
## 371             1          TA            7        Typ          1          TA
## 372             1          TA            7       Min2          1          Gd
## 373             1          TA            4        Typ          0        <NA>
## 374             1          TA            5       Min2          0        <NA>
## 375             1          Gd            8        Typ          1          Gd
## 376             1          Fa            4       Maj1          0        <NA>
## 377             1          TA            5        Typ          0        <NA>
## 378             1          Gd            8        Typ          1          Gd
## 379             1          Ex            8        Typ          1          Ex
## 380             1          TA            7        Typ          1          TA
## 381             1          Gd            6        Typ          1          Gd
## 382             1          Gd            5        Typ          1          Gd
## 383             1          Gd            8        Typ          0        <NA>
## 384             1          TA            5        Typ          0        <NA>
## 385             1          Gd            9        Typ          2          Fa
## 386             1          Gd            6        Typ          1          TA
## 387             1          TA            8        Typ          0        <NA>
## 388             1          TA            6        Typ          1          Fa
## 389             1          Gd            6        Typ          0        <NA>
## 390             1          Ex            9        Typ          1          Ex
## 391             1          TA            7        Typ          0        <NA>
## 392             1          Gd            7        Typ          1          TA
## 393             1          TA            5        Typ          0        <NA>
## 394             1          TA            4        Typ          2          TA
## 395             1          TA            5        Typ          0        <NA>
## 396             1          TA            6        Typ          0        <NA>
## 397             1          TA            6        Typ          0        <NA>
## 398             1          TA            8        Typ          1          TA
## 399             1          TA            6       Maj2          0        <NA>
## 400             1          Gd            7        Typ          0        <NA>
## 401             1          Ex            4        Typ          2          Gd
## 402             1          Gd            6        Typ          1          Gd
## 403             1          TA            4        Typ          0        <NA>
## 404             1          Gd           10        Typ          1          TA
## 405             1          TA            7        Typ          1          TA
## 406             1          TA            8       Min1          1          TA
## 407             1          TA            6       Maj2          0        <NA>
## 408             1          TA            8        Typ          0        <NA>
## 409             1          Gd            9        Typ          1          Gd
## 410             1          Ex            8        Typ          1          Gd
## 411             1          TA            5        Mod          0        <NA>
## 412             1          TA            5        Typ          0        <NA>
## 413             1          Gd            7        Typ          1          Gd
## 414             1          TA            5        Typ          1          Gd
## 415             1          Gd            9        Typ          1          TA
## 416             1          Gd            6        Typ          0        <NA>
## 417             1          TA            6        Typ          1          TA
## 418             1          TA           10        Typ          1          Gd
## 419             1          TA            7        Typ          0        <NA>
## 420             1          TA            6        Typ          1          Fa
## 421             2          TA            8        Typ          0        <NA>
## 422             1          Gd            8        Typ          1          TA
## 423             1          TA            4        Typ          0        <NA>
## 424             1          Gd            8        Typ          1          TA
## 425             1          TA            6        Typ          1          Gd
## 426             1          TA            6        Typ          2          Gd
## 427             1          Gd            5        Typ          1          TA
## 428             1          TA            5        Typ          0        <NA>
## 429             1          Gd            6        Typ          0        <NA>
## 430             1          Gd            6        Typ          1          TA
## 431             1          TA            4        Typ          0        <NA>
## 432             1          TA            7        Typ          0        <NA>
## 433             1          TA            6       Min1          0        <NA>
## 434             1          TA            7        Typ          1          TA
## 435             1          TA            3        Typ          0        <NA>
## 436             1          Gd            6        Typ          1          TA
## 437             1          TA            6        Typ          0        <NA>
## 438             1          TA            4        Typ          0        <NA>
## 439             1          Gd            4        Typ          1          Gd
## 440             1          Gd            7        Typ          0        <NA>
## 441             1          Ex           10        Typ          2          Gd
## 442             2          Fa            8        Typ          0        <NA>
## 443             1          TA            8        Typ          1          Gd
## 444             1          Gd            6        Typ          1          Gd
## 445             1          Gd            8        Typ          1          TA
## 446             1          TA            7        Typ          1          Gd
## 447             1          Gd            6        Mod          1          Gd
## 448             1          Gd           10        Typ          1          TA
## 449             1          TA            7        Typ          1          Gd
## 450             1          TA            6        Typ          0        <NA>
## 451             1          Gd            5        Typ          0        <NA>
## 452             1          Gd            5        Typ          2          TA
## 453             1          TA            7        Typ          0        <NA>
## 454             1          Gd            6        Typ          0        <NA>
## 455             2          TA            8        Typ          0        <NA>
## 456             1          TA            6        Typ          1          TA
## 457             1          TA            7        Typ          0        <NA>
## 458             1          Gd            6       Min1          2          Gd
## 459             1          Gd            7        Typ          1          Gd
## 460             1          Gd            5        Typ          1          TA
## 461             1          TA            8        Typ          0        <NA>
## 462             1          Gd            6        Typ          0        <NA>
## 463             1          TA            5        Typ          1          Po
## 464             1          TA            6        Typ          1          Gd
## 465             1          TA            5        Typ          0        <NA>
## 466             1          Gd            6        Typ          1          TA
## 467             1          TA            5        Typ          1          Po
## 468             1          Gd            7        Typ          2          Gd
## 469             1          Gd            7        Typ          1          Gd
## 470             1          Gd            7        Typ          0        <NA>
## 471             1          Gd            4        Typ          0        <NA>
## 472             1          TA            8        Typ          1          Gd
## 473             1          TA            5        Typ          0        <NA>
## 474             1          Gd            7        Typ          1          Ex
## 475             1          Ex            6        Typ          0        <NA>
## 476             1          TA            5        Typ          0        <NA>
## 477             1          Gd            7        Typ          1          TA
## 478             1          Ex            9        Typ          1          Gd
## 479             1          Gd            7        Typ          1          Gd
## 480             1          TA            7        Typ          0        <NA>
## 481             1          Gd            8        Typ          1          Gd
## 482             1          Ex            6        Typ          1          Gd
## 483             1          Ex            7       Min2          1          Gd
## 484             1          TA            5        Typ          0        <NA>
## 485             1          Gd            6        Typ          0        <NA>
## 486             1          Gd            5        Typ          1          Gd
## 487             1          TA            6        Typ          0        <NA>
## 488             1          TA            7        Typ          1          TA
## 489             2          TA           10        Mod          1          Gd
## 490             1          Gd            3        Typ          0        <NA>
## 491             1          TA            4        Typ          1          Gd
## 492             1          Fa            5        Typ          2          TA
## 493             1          TA            8        Typ          0        <NA>
## 494             1          TA            6        Typ          1          Fa
## 495             1          TA            4        Typ          0        <NA>
## 496             1          TA            4        Typ          0        <NA>
## 497             1          Gd           10        Typ          1          Gd
## 498             1          TA            8        Typ          0        <NA>
## 499             1          Gd            5        Typ          0        <NA>
## 500             1          TA            5        Typ          0        <NA>
## 501             1          TA            7        Typ          0        <NA>
## 502             1          Gd            7        Typ          0        <NA>
## 503             1          TA            6        Typ          0        <NA>
## 504             1          TA            6        Typ          2          TA
## 505             1          TA            6        Typ          1          Fa
## 506             2          TA           10        Typ          0        <NA>
## 507             1          Gd            8        Typ          1          TA
## 508             1          Gd            4        Typ          0        <NA>
## 509             1          Gd            7        Typ          1          Gd
## 510             1          TA            6        Typ          0        <NA>
## 511             1          TA            6       Min1          2          TA
## 512             1          Gd            6        Typ          1          Gd
## 513             1          TA            5        Typ          0        <NA>
## 514             1          TA            5        Typ          0        <NA>
## 515             1          TA            5        Typ          0        <NA>
## 516             1          Ex            9        Typ          1          Gd
## 517             1          TA            7        Typ          1          TA
## 518             1          Gd            7        Typ          1          TA
## 519             1          TA            7        Typ          0        <NA>
## 520             1          Gd            9        Typ          2          Gd
## 521             2          TA            7        Typ          0        <NA>
## 522             1          TA            6        Typ          2          Gd
## 523             1          TA            7        Typ          2          Gd
## 524             1          Ex           11        Typ          1          Gd
## 525             1          Gd            8        Typ          1          TA
## 526             1          Gd            6        Typ          1          TA
## 527             1          TA            4        Typ          0        <NA>
## 528             1          Ex           11        Typ          1          Gd
## 529             1          TA            5        Typ          0        <NA>
## 530             2          TA            9       Maj1          2          TA
## 531             1          Gd            5        Typ          1          Fa
## 532             1          TA            6        Typ          0        <NA>
## 533             1          TA            5        Mod          1          Po
## 534             1          Fa            2        Typ          0        <NA>
## 535             1          Gd            6        Typ          1          Gd
## 536             1          TA            5        Typ          0        <NA>
## 537             1          Gd            8        Typ          0        <NA>
## 538             1          TA            5        Typ          0        <NA>
## 539             1          TA            7        Typ          1          Fa
## 540             1          Gd            6        Typ          1          TA
## 541             1          Ex            8        Typ          1          Gd
## 542             1          Gd            8        Typ          1          TA
## 543             1          Gd            7       Maj1          1          TA
## 544             1          TA            4        Typ          0        <NA>
## 545             1          Gd            7        Typ          1          Gd
## 546             1          Gd            9        Typ          0        <NA>
## 547             1          TA            6        Typ          1          Gd
## 548             1          TA            5        Typ          0        <NA>
## 549             1          TA            4        Typ          0        <NA>
## 550             1          Gd            8        Typ          1          Gd
## 551             1          TA            4        Typ          0        <NA>
## 552             1          TA            5        Typ          0        <NA>
## 553             1          Gd            7        Typ          1          Gd
## 554             1          Gd            5        Typ          0        <NA>
## 555             1          Gd            8        Typ          1          Gd
## 556             1          TA            5        Typ          1          Gd
## 557             1          TA            6        Typ          1          TA
## 558             1          TA            7        Typ          0        <NA>
## 559             1          TA            6        Typ          1          TA
## 560             1          Gd            7        Typ          1          TA
## 561             1          TA            5        Mod          1          Gd
## 562             1          TA            6        Typ          1          TA
## 563             1          TA            6        Typ          1          Gd
## 564             1          TA            8        Typ          1          Gd
## 565             1          Gd            9        Typ          1          TA
## 566             1          Fa            6        Typ          0        <NA>
## 567             1          Ex           11        Typ          1          Gd
## 568             1          Gd            7        Typ          0        <NA>
## 569             1          Gd            5       Min2          1          Gd
## 570             1          TA            4        Typ          2          TA
## 571             2          TA           10        Typ          0        <NA>
## 572             1          Gd            4        Typ          0        <NA>
## 573             1          Gd            6        Typ          0        <NA>
## 574             1          TA            8        Typ          1          TA
## 575             1          TA            5        Typ          0        <NA>
## 576             1          TA            6        Typ          0        <NA>
## 577             1          TA            6        Typ          1          Gd
## 578             1          TA            6        Typ          2          Fa
## 579             1          Gd            5        Typ          0        <NA>
## 580             1          TA            7        Typ          0        <NA>
## 581             1          Gd            7        Typ          2          Gd
## 582             1          Ex            8        Typ          1          Gd
## 583             1          TA            5        Typ          0        <NA>
## 584             1          Gd            9        Typ          1          Gd
## 585             1          Gd            6        Typ          0        <NA>
## 586             1          Gd            7        Typ          2          Gd
## 587             1          Fa            5        Typ          0        <NA>
## 588             1          TA            4        Typ          0        <NA>
## 589             1          Ex            5        Typ          2          Gd
## 590             1          TA            4        Typ          0        <NA>
## 591             1          Gd            6        Typ          0        <NA>
## 592             1          Ex           10        Typ          1          Gd
## 593             1          TA            4        Typ          0        <NA>
## 594             1          Gd            4        Typ          0        <NA>
## 595             1          TA            5        Typ          0        <NA>
## 596             1          Gd            7        Typ          1          TA
## 597             1          TA            7        Typ          0        <NA>
## 598             1          Gd            7        Typ          1          Gd
## 599             1          Gd            7        Typ          1          TA
## 600             1          TA            6        Typ          1          TA
## 601             1          Ex            8        Typ          1          Gd
## 602             1          Gd            6        Typ          1          Gd
## 603             1          Gd            8        Typ          1          TA
## 604             1          Gd            4        Typ          0        <NA>
## 605             1          Gd            6        Typ          1          TA
## 606             1          TA            7        Typ          3          Fa
## 607             1          Gd            6        Typ          0        <NA>
## 608             1          Ex            8        Typ          0        <NA>
## 609             1          TA           10        Typ          2          Gd
## 610             1          TA            5        Typ          0        <NA>
## 611             1          Ex            8        Typ          2          Ex
## 612             1          TA            6        Typ          1          TA
## 613             1          Ex            7        Typ          1          TA
## 614             1          TA            6        Typ          0        <NA>
## 615             1          TA            3        Typ          0        <NA>
## 616             1          Gd            6        Typ          0        <NA>
## 617             1          Gd            7        Typ          1          Gd
## 618             1          Gd            4        Typ          0        <NA>
## 619             1          Gd            9        Typ          1          Gd
## 620             1          Gd           10        Typ          2          Gd
## 621             1          TA            5        Typ          0        <NA>
## 622             1          TA            9        Typ          1          TA
## 623             1          TA            6        Typ          0        <NA>
## 624             1          Gd            4        Typ          1          TA
## 625             1          TA            8       Min2          1          TA
## 626             1          TA            5        Typ          0        <NA>
## 627             1          TA            6       Min1          1          TA
## 628             1          TA            7        Typ          2          Gd
## 629             1          Fa            9        Typ          2          TA
## 630             1          TA            6        Typ          0        <NA>
## 631             1          Ex            8        Typ          0        <NA>
## 632             1          Gd            6        Typ          1          Gd
## 633             1          TA            6        Typ          1          TA
## 634             1          TA            6        Typ          0        <NA>
## 635             2          TA            4        Typ          0        <NA>
## 636             2          Fa           14        Typ          0        <NA>
## 637             1          Fa            4       Maj1          1          Po
## 638             2          Gd            7        Typ          0        <NA>
## 639             1          TA            4        Typ          0        <NA>
## 640             1          Ex            7        Typ          1          Gd
## 641             1          Ex            6        Typ          1          Gd
## 642             1          Gd            7        Typ          1          TA
## 643             1          Ex            9        Typ          3          TA
## 644             1          TA            7       Min1          0        <NA>
## 645             1          Ex            7        Typ          1          Gd
## 646             1          TA            5        Typ          0        <NA>
## 647             1          TA            7       Min1          0        <NA>
## 648             1          TA            5        Typ          2          Gd
## 649             1          TA            7        Typ          1          TA
## 650             1          TA            3        Typ          0        <NA>
## 651             1          Gd            7        Typ          0        <NA>
## 652             1          TA            7        Typ          1          Gd
## 653             1          Gd            7        Typ          1          TA
## 654             1          TA            7        Typ          0        <NA>
## 655             1          Gd            7        Typ          1          TA
## 656             1          TA            6        Typ          0        <NA>
## 657             1          Gd            5        Typ          0        <NA>
## 658             1          TA            6        Typ          1          Gd
## 659             1          TA            6        Typ          1          Gd
## 660             1          TA            7        Typ          0        <NA>
## 661             1          TA            7        Typ          1          TA
## 662             1          Gd            8        Typ          1          TA
## 663             1          TA            5       Maj2          2          TA
## 664             1          TA            6        Typ          0        <NA>
## 665             1          Ex            8        Typ          1          Ex
## 666             1          Gd            7        Typ          1          TA
## 667             1          TA            7        Sev          1          Po
## 668             1          Gd            7        Typ          1          Fa
## 669             1          TA            6       Min2          1          TA
## 670             1          Fa            5        Typ          1          Gd
## 671             1          Gd            7        Typ          0        <NA>
## 672             1          TA            6        Typ          0        <NA>
## 673             1          TA            6        Typ          1          TA
## 674             1          Gd            7        Typ          2          TA
## 675             1          TA            5        Typ          1          Gd
## 676             1          TA            7        Typ          1          TA
## 677             2          TA            8       Min2          0        <NA>
## 678             1          Gd            5        Typ          0        <NA>
## 679             1          Gd            7        Typ          1          Gd
## 680             1          TA            5        Typ          0        <NA>
## 681             1          TA            5        Typ          1          TA
## 682             1          TA            6        Typ          0        <NA>
## 683             1          Gd            6        Typ          1          Gd
## 684             1          Gd            7        Typ          1          TA
## 685             1          TA            7        Typ          0        <NA>
## 686             1          Gd            6       Min1          1          TA
## 687             1          Gd            7        Typ          0        <NA>
## 688             1          Gd            4        Typ          0        <NA>
## 689             1          Gd            7        Typ          1          Gd
## 690             1          Gd            6        Typ          1          Gd
## 691             1          Gd            3        Typ          1          TA
## 692             1          Ex           10        Typ          2          Ex
## 693             1          Gd            9        Typ          2          Gd
## 694             1          TA            4        Typ          0        <NA>
## 695             1          TA            5        Typ          0        <NA>
## 696             1          Gd            5        Typ          1          TA
## 697             1          TA            4        Typ          0        <NA>
## 698             1          TA            6        Typ          0        <NA>
## 699             1          TA            5        Typ          1          Gd
## 700             1          Gd            5        Typ          0        <NA>
## 701             1          Gd            7        Typ          1          Gd
## 702             1          TA            6        Typ          0        <NA>
## 703             1          Ex           10        Typ          1          Gd
## 704             2          Gd            8        Typ          1          Po
## 705             1          Gd            7        Typ          0        <NA>
## 706             2          Fa            7        Mod          0        <NA>
## 707             1          Gd            5        Typ          2          TA
## 708             1          Gd            6        Typ          1          Gd
## 709             1          Gd            8        Typ          1          Gd
## 710             1          TA            6        Typ          0        <NA>
## 711             1          TA            5       Maj2          0        <NA>
## 712             1          TA            7        Typ          0        <NA>
## 713             1          Gd            5        Typ          1          Gd
## 714             1          TA            6        Typ          0        <NA>
## 715             1          Gd            6        Typ          0        <NA>
## 716             1          TA            7        Typ          1          TA
## 717             1          TA            8        Typ          0        <NA>
## 718             1          Gd            5        Typ          1          Fa
## 719             1          Gd            9        Typ          1          TA
## 720             1          TA            5        Typ          1          Po
## 721             1          Gd            5        Typ          1          TA
## 722             1          Gd            3        Typ          0        <NA>
## 723             1          TA            5        Typ          0        <NA>
## 724             1          TA            7        Typ          0        <NA>
## 725             1          Ex            8        Typ          1          Gd
## 726             1          Gd            5        Typ          0        <NA>
## 727             1          Gd            5        Typ          1          Gd
## 728             1          Gd            6        Typ          0        <NA>
## 729             2          TA            9        Typ          0        <NA>
## 730             1          TA            5        Typ          0        <NA>
## 731             1          Gd            5        Typ          1          TA
## 732             1          Gd            6        Typ          1          Gd
## 733             1          Gd            8        Typ          1          TA
## 734             1          TA            6        Typ          1          TA
## 735             1          TA            6        Typ          0        <NA>
## 736             1          TA            6        Typ          2          TA
## 737             2          TA            6        Typ          0        <NA>
## 738             1          Gd            8        Typ          1          Gd
## 739             1          TA            5        Typ          0        <NA>
## 740             1          Gd            7        Typ          0        <NA>
## 741             1          TA            7        Typ          0        <NA>
## 742             1          Gd            5        Typ          0        <NA>
## 743             1          TA            6        Typ          0        <NA>
## 744             1          TA            6       Min2          1          TA
## 745             1          Gd            5        Typ          1          TA
## 746             1          Gd           11        Typ          2          TA
## 747             1          Gd            8        Typ          1          TA
## 748             1          Gd            8        Typ          1          Gd
## 749             1          Gd            7        Typ          1          TA
## 750             1          TA            9        Mod          0        <NA>
## 751             1          TA            7       Min2          0        <NA>
## 752             1          Gd            6        Typ          0        <NA>
## 753             1          Gd            6        Typ          0        <NA>
## 754             1          Ex            8        Typ          1          Gd
## 755             1          Gd            5        Typ          0        <NA>
## 756             1          TA            6        Typ          0        <NA>
## 757             1          Gd            7        Typ          0        <NA>
## 758             1          TA            6        Typ          1          TA
## 759             1          TA            6        Typ          0        <NA>
## 760             1          Gd            9        Typ          1          TA
## 761             1          TA            5        Typ          0        <NA>
## 762             1          Fa            5       Min1          0        <NA>
## 763             1          Gd            7        Typ          0        <NA>
## 764             1          Gd            8        Typ          1          Gd
## 765             1          Ex            6        Typ          1          Gd
## 766             1          Ex            6        Typ          1          Gd
## 767             1          TA            7        Typ          1          TA
## 768             1          TA            7        Mod          0        <NA>
## 769             1          Gd            8        Typ          1          Gd
## 770             1          Ex           12        Mod          1          Gd
## 771             1          TA            5        Typ          0        <NA>
## 772             1          TA            6        Typ          0        <NA>
## 773             1          TA            6        Typ          1          TA
## 774             1          TA            5        Typ          0        <NA>
## 775             1          Gd            9        Typ          1          Gd
## 776             1          TA            5        Typ          0        <NA>
## 777             1          Gd            7        Typ          0        <NA>
## 778             1          TA            5        Typ          1          Fa
## 779             2          TA           10        Typ          2          TA
## 780             1          TA            4        Typ          0        <NA>
## 781             1          TA            6        Typ          1          TA
## 782             1          Gd            7        Typ          0        <NA>
## 783             1          Gd            6        Typ          0        <NA>
## 784             1          Gd            4        Typ          1          TA
## 785             1          TA            9        Typ          1          Gd
## 786             1          TA            7        Typ          1          Gd
## 787             1          TA            7        Typ          0        <NA>
## 788             1          Gd            8        Typ          0        <NA>
## 789             1          TA            4        Typ          0        <NA>
## 790             1          Gd            9        Typ          0        <NA>
## 791             1          Gd            5        Typ          1          Gd
## 792             1          TA            5        Typ          2          TA
## 793             1          TA            8        Typ          1          TA
## 794             1          Gd            7        Typ          0        <NA>
## 795             1          Gd            7        Typ          1          TA
## 796             1          TA            7        Typ          1          TA
## 797             1          TA            7        Typ          1          TA
## 798             1          TA            4        Typ          0        <NA>
## 799             1          Ex           11        Typ          2          Gd
## 800             1          Gd            7        Typ          2          TA
## 801             1          Gd            8        Typ          0        <NA>
## 802             1          TA            5        Typ          0        <NA>
## 803             1          Gd            7        Typ          1          Gd
## 804             1          Ex           12        Typ          1          Gd
## 805             1          TA            5       Min1          0        <NA>
## 806             1          Ex            6        Typ          0        <NA>
## 807             1          TA            6        Typ          0        <NA>
## 808             1          Gd            6        Typ          1          TA
## 809             1          TA            6        Typ          1          Gd
## 810             3          TA           11        Typ          0        <NA>
## 811             1          Gd            5        Typ          1          Fa
## 812             1          Gd            4        Typ          1          Gd
## 813             1          Fa            4        Typ          0        <NA>
## 814             1          TA            7        Typ          0        <NA>
## 815             1          Fa            7        Typ          0        <NA>
## 816             1          Gd            6        Typ          0        <NA>
## 817             1          TA            4        Typ          1          Gd
## 818             1          Gd            7        Typ          2          Gd
## 819             1          TA            6        Typ          0        <NA>
## 820             1          Gd            6        Typ          1          Gd
## 821             1          Gd            6        Typ          0        <NA>
## 822             1          TA            4       Min2          0        <NA>
## 823             1          Gd            7        Typ          1          Gd
## 824             1          TA            7        Typ          1          Gd
## 825             1          Gd            7        Typ          1          Gd
## 826             1          Ex            7        Typ          1          Gd
## 827             1          Gd            5        Typ          0        <NA>
## 828             1          Gd            6        Typ          1          TA
## 829             1          TA            7       Min2          0        <NA>
## 830             1          Gd            4        Typ          0        <NA>
## 831             1          TA            6        Typ          2          Gd
## 832             1          Gd            4        Typ          0        <NA>
## 833             1          Gd            7        Typ          1          TA
## 834             1          TA            6        Typ          0        <NA>
## 835             1          TA            6        Typ          0        <NA>
## 836             1          Gd            4       Min2          0        <NA>
## 837             1          TA            5       Min2          0        <NA>
## 838             1          TA            5        Typ          0        <NA>
## 839             1          Gd            6        Typ          0        <NA>
## 840             1          TA            6        Typ          0        <NA>
## 841             1          Fa            7        Typ          0        <NA>
## 842             1          Gd            8        Typ          1          Po
## 843             1          TA            6        Typ          0        <NA>
## 844             2          TA           10        Typ          0        <NA>
## 845             1          TA            7        Typ          1          Gd
## 846             1          TA            6       Min2          2          TA
## 847             1          Gd            7        Typ          1          TA
## 848             1          TA            5        Typ          1          Fa
## 849             1          TA           10        Typ          1          Gd
## 850             1          TA            7        Typ          1          TA
## 851             1          Gd            3        Typ          0        <NA>
## 852             1          Gd            7        Typ          1          TA
## 853             1          TA            7        Typ          2          Gd
## 854             1          TA            7        Typ          1          Fa
## 855             1          TA            6        Typ          1          Gd
## 856             1          TA            6        Typ          0        <NA>
## 857             1          TA            5        Typ          0        <NA>
## 858             1          TA            6        Typ          1          TA
## 859             1          TA            6        Typ          1          TA
## 860             1          Gd            9        Typ          1          Gd
## 861             1          Gd            7        Typ          1          Gd
## 862             1          TA            6        Typ          0        <NA>
## 863             1          TA            6        Typ          0        <NA>
## 864             1          TA            6        Typ          0        <NA>
## 865             1          Gd            6        Typ          0        <NA>
## 866             1          TA            5        Typ          0        <NA>
## 867             1          Gd            6        Typ          1          Gd
## 868             1          Fa            5        Typ          0        <NA>
## 869             1          TA            7        Typ          1          TA
## 870             1          Gd            8        Typ          1          TA
## 871             1          TA            5        Typ          0        <NA>
## 872             1          Gd            7        Typ          0        <NA>
## 873             1          Gd            5        Typ          0        <NA>
## 874             1          TA            6        Typ          1          Gd
## 875             1          TA            5        Typ          0        <NA>
## 876             1          Ex           11        Typ          1          Gd
## 877             1          TA            5        Typ          0        <NA>
## 878             1          Ex           10        Typ          1          Gd
## 879             1          Gd            6       Min2          0        <NA>
## 880             1          TA            6        Typ          0        <NA>
## 881             1          TA            5        Typ          0        <NA>
## 882             1          Gd            7        Typ          1          TA
## 883             1          TA            7        Typ          1          TA
## 884             1          TA           10        Typ          0        <NA>
## 885             1          TA            5        Typ          0        <NA>
## 886             1          Gd            5        Typ          1          TA
## 887             2          TA            8        Typ          0        <NA>
## 888             1          TA            8        Typ          0        <NA>
## 889             1          Gd            8        Typ          1          TA
## 890             1          TA            6        Typ          1          TA
## 891             1          TA            6        Typ          1          Po
## 892             1          TA            7        Typ          1          TA
## 893             1          TA            6        Typ          0        <NA>
## 894             1          TA            6        Typ          1          Gd
## 895             2          TA            8        Typ          0        <NA>
## 896             1          TA            8        Typ          1          TA
## 897             1          TA            6        Typ          0        <NA>
## 898             2          TA           12        Typ          0        <NA>
## 899             1          Ex           11        Typ          2          Gd
## 900             1          TA            6        Typ          1          TA
## 901             1          TA            4        Typ          0        <NA>
## 902             1          TA            5        Typ          0        <NA>
## 903             1          Gd            8        Typ          1          Gd
## 904             1          Gd            7        Typ          1          Gd
## 905             1          TA            6        Typ          0        <NA>
## 906             1          TA            6        Typ          0        <NA>
## 907             1          Gd            8        Typ          1          Gd
## 908             1          Gd            6        Typ          1          Gd
## 909             1          TA            5        Typ          0        <NA>
## 910             1          Gd            8        Typ          1          Gd
## 911             2          TA           12        Typ          0        <NA>
## 912             1          Gd            5        Typ          0        <NA>
## 913             1          TA            6       Min1          0        <NA>
## 914             2          TA            8        Typ          0        <NA>
## 915             1          Gd            4        Typ          0        <NA>
## 916             1          TA            6        Typ          0        <NA>
## 917             1          TA            4        Typ          0        <NA>
## 918             1          TA            6        Typ          0        <NA>
## 919             1          Gd            8        Typ          1          TA
## 920             1          TA            6       Min1          1          TA
## 921             1          Gd            7        Typ          0        <NA>
## 922             2          TA            9        Typ          0        <NA>
## 923             1          Gd            6        Typ          1          Gd
## 924             1          Gd            5        Typ          1          Fa
## 925             1          TA            7        Typ          1          TA
## 926             1          Ex            6        Typ          0        <NA>
## 927             1          Ex           10        Typ          1          Gd
## 928             1          TA            9        Typ          1          Gd
## 929             1          Ex            7        Typ          1          TA
## 930             1          Gd            8        Typ          1          TA
## 931             1          Gd            7        Typ          0        <NA>
## 932             1          TA            5        Typ          0        <NA>
## 933             1          Ex            8        Typ          1          Gd
## 934             1          Gd            6        Typ          0        <NA>
## 935             1          Gd            9        Typ          1          Gd
## 936             1          TA            5        Typ          0        <NA>
## 937             1          Gd            5        Typ          0        <NA>
## 938             1          Gd            8        Typ          1          Gd
## 939             1          Gd            7        Typ          0        <NA>
## 940             1          TA           10        Typ          2          TA
## 941             2          TA            8        Typ          0        <NA>
## 942             1          Gd            8        Typ          1          TA
## 943             2          TA            8        Typ          0        <NA>
## 944             2          TA            8        Typ          0        <NA>
## 945             1          Gd            7        Typ          1          Gd
## 946             1          TA            7        Typ          0        <NA>
## 947             1          TA            6        Typ          1          TA
## 948             1          Gd            9        Typ          1          Gd
## 949             1          Gd            7        Typ          1          TA
## 950             1          Gd            5        Typ          1          TA
## 951             1          Gd            5        Typ          0        <NA>
## 952             1          TA            6        Typ          0        <NA>
## 953             1          TA            5        Typ          0        <NA>
## 954             1          TA            7       Min2          1          Po
## 955             0          TA            4        Typ          0        <NA>
## 956             2          TA            8        Typ          0        <NA>
## 957             1          TA            5        Typ          1          TA
## 958             1          TA            6        Typ          0        <NA>
## 959             1          Gd            6        Typ          0        <NA>
## 960             1          Gd            6        Typ          0        <NA>
## 961             1          TA            4        Typ          0        <NA>
## 962             1          TA           11        Typ          1          TA
## 963             1          Gd            7        Typ          1          TA
## 964             1          Ex            7        Typ          0        <NA>
## 965             1          Gd            8        Typ          1          Gd
## 966             1          Gd            8        Typ          1          Gd
## 967             1          TA            7       Min2          2          TA
## 968             1          TA            6        Typ          0        <NA>
## 969             1          TA            6        Typ          0        <NA>
## 970             1          TA            6        Typ          0        <NA>
## 971             1          TA            6        Typ          0        <NA>
## 972             1          Gd            6        Typ          0        <NA>
## 973             1          TA            5        Typ          1          TA
## 974             1          Gd            6        Typ          0        <NA>
## 975             1          Gd            8        Typ          0        <NA>
## 976             1          Gd            6        Typ          0        <NA>
## 977             1          Fa            4        Typ          0        <NA>
## 978             1          Gd            4        Typ          0        <NA>
## 979             1          TA            5        Typ          0        <NA>
## 980             1          TA            5        Typ          0        <NA>
## 981             1          Ex            6        Typ          0        <NA>
## 982             1          Gd            8        Typ          1          TA
## 983             1          Gd            6        Typ          1          Gd
## 984             1          Gd            9        Typ          1          Gd
## 985             2          Gd            8        Typ          0        <NA>
## 986             1          TA            5        Typ          0        <NA>
## 987             1          Gd            5        Typ          0        <NA>
## 988             1          Ex            8        Typ          1          Gd
## 989             1          Gd            8        Typ          1          TA
## 990             1          Gd            6        Typ          0        <NA>
## 991             1          Gd            7        Typ          1          TA
## 992             1          Gd            8        Typ          1          Gd
## 993             1          Gd            7        Typ          1          Fa
## 994             1          Gd            6        Typ          0        <NA>
## 995             1          Ex            7        Typ          1          Gd
## 996             1          TA            5        Typ          0        <NA>
## 997             1          TA            6        Typ          0        <NA>
## 998             1          TA            6        Typ          1          TA
## 999             1          TA            6        Typ          1          Gd
## 1000            1          Gd            6        Typ          0        <NA>
## 1001            1          Fa            4       Min1          0        <NA>
## 1002            1          Ex            4        Typ          0        <NA>
## 1003            1          Gd            7        Typ          1          Gd
## 1004            2          TA            8        Typ          0        <NA>
## 1005            1          Gd            7        Typ          1          Gd
## 1006            1          TA            6        Typ          0        <NA>
## 1007            1          TA            7        Typ          1          TA
## 1008            1          TA            6        Typ          0        <NA>
## 1009            1          Gd            7        Typ          1          Gd
## 1010            1          TA            7        Typ          0        <NA>
## 1011            1          TA            7        Typ          1          Gd
## 1012            2          TA            8        Typ          0        <NA>
## 1013            1          Gd            7        Typ          2          TA
## 1014            1          TA            4       Maj2          0        <NA>
## 1015            1          TA            5        Typ          1          Gd
## 1016            1          Gd            6        Typ          0        <NA>
## 1017            1          Gd            6        Typ          1          TA
## 1018            1          Gd            4        Typ          1          Ex
## 1019            1          Gd            7        Typ          1          TA
## 1020            1          Gd            6        Typ          1          Gd
## 1021            1          Gd            5        Typ          0        <NA>
## 1022            1          Gd            6        Typ          0        <NA>
## 1023            1          TA            6        Typ          0        <NA>
## 1024            1          Gd            7        Typ          1          Gd
## 1025            1          Gd           10        Typ          1          Gd
## 1026            1          TA            5        Typ          0        <NA>
## 1027            1          TA            6        Typ          2          Gd
## 1028            1          Gd            7        Typ          1          Gd
## 1029            1          TA            6        Typ          1          Gd
## 1030            1          TA            7        Typ          0        <NA>
## 1031            2          TA           10        Typ          0        <NA>
## 1032            1          TA           12        Typ          2          TA
## 1033            1          Gd           10        Typ          1          TA
## 1034            1          Gd            6        Typ          0        <NA>
## 1035            1          Fa            5        Typ          1          Gd
## 1036            1          TA            5        Typ          0        <NA>
## 1037            1          Ex            6        Typ          1          Ex
## 1038            1          Gd            7        Typ          1          TA
## 1039            1          TA            6        Typ          1          TA
## 1040            1          TA            3        Typ          0        <NA>
## 1041            1          TA            8       Maj1          1          TA
## 1042            1          Gd            7        Typ          0        <NA>
## 1043            1          Gd            5        Typ          1          Gd
## 1044            1          Gd           10        Typ          1          Ex
## 1045            1          Gd            9        Typ          1          Gd
## 1046            1          TA            8       Min2          1          Gd
## 1047            1          Ex           11        Typ          1          Gd
## 1048            1          TA            5        Typ          0        <NA>
## 1049            1          TA            9       Min1          1          TA
## 1050            1          Gd            6        Typ          0        <NA>
## 1051            1          Gd            6        Typ          0        <NA>
## 1052            1          Gd            6        Typ          1          Gd
## 1053            1          TA            9        Typ          1          TA
## 1054            1          TA            7       Min2          1          Gd
## 1055            1          Gd            7        Typ          1          Gd
## 1056            1          TA            7        Typ          1          TA
## 1057            1          Gd            6        Typ          1          Gd
## 1058            1          Gd            7        Typ          1          Gd
## 1059            1          Ex           10        Typ          1          Gd
## 1060            1          TA            7        Typ          1          Gd
## 1061            1          Gd            6        Typ          0        <NA>
## 1062            1          TA            6        Typ          0        <NA>
## 1063            2          TA           10       Min2          0        <NA>
## 1064            1          Gd            5        Typ          1          Gd
## 1065            1          TA            6        Typ          1          Po
## 1066            1          Gd            7        Typ          0        <NA>
## 1067            1          TA            7        Typ          1          TA
## 1068            1          TA            7        Typ          0        <NA>
## 1069            1          TA           10       Maj1          1          Gd
## 1070            1          Gd            4        Typ          0        <NA>
## 1071            1          TA            6        Typ          0        <NA>
## 1072            1          TA            8        Typ          0        <NA>
## 1073            1          TA            7        Typ          1          TA
## 1074            1          TA            6        Typ          0        <NA>
## 1075            1          Gd            5        Typ          0        <NA>
## 1076            1          TA            6        Typ          2          Gd
## 1077            1          Gd            7       Min1          1          TA
## 1078            1          TA            6        Typ          0        <NA>
## 1079            1          Gd            3        Typ          1          Gd
## 1080            1          TA            5        Typ          0        <NA>
## 1081            1          Gd            5        Typ          0        <NA>
## 1082            1          TA            5        Typ          0        <NA>
## 1083            1          Gd            6        Typ          1          Gd
## 1084            1          TA            6        Typ          2          Gd
## 1085            1          TA            6        Typ          1          TA
## 1086            1          Gd            5        Typ          0        <NA>
## 1087            1          TA            6        Typ          0        <NA>
## 1088            1          Gd            9        Typ          1          Gd
## 1089            1          Gd            7       Maj1          0        <NA>
## 1090            1          Gd            4        Typ          1          Gd
## 1091            2          TA            6        Typ          0        <NA>
## 1092            1          Gd            4        Typ          0        <NA>
## 1093            1          TA            7        Typ          1          Gd
## 1094            1          Gd            6        Typ          0        <NA>
## 1095            1          TA            4        Typ          0        <NA>
## 1096            1          Gd            6        Typ          1          Gd
## 1097            1          Gd            7        Typ          0        <NA>
## 1098            1          Gd            5        Typ          0        <NA>
## 1099            1          TA            6        Typ          0        <NA>
## 1100            1          TA            7        Typ          1          TA
## 1101            1          Fa            3        Typ          0        <NA>
## 1102            1          TA            5        Typ          0        <NA>
## 1103            1          TA            6        Typ          0        <NA>
## 1104            1          TA            6        Typ          1          Fa
## 1105            1          TA            6        Typ          0        <NA>
## 1106            1          Gd            9        Typ          2          TA
## 1107            1          Gd            6        Typ          1          TA
## 1108            1          Gd            9        Typ          1          Gd
## 1109            1          TA            7        Typ          1          TA
## 1110            1          Gd            7        Typ          1          Gd
## 1111            1          TA            8        Typ          1          TA
## 1112            1          TA            8        Typ          1          Gd
## 1113            1          TA            5        Typ          0        <NA>
## 1114            1          Gd            6        Typ          0        <NA>
## 1115            1          Gd            4        Typ          0        <NA>
## 1116            1          Ex            7        Typ          1          Gd
## 1117            1          Gd            7        Typ          1          TA
## 1118            1          Gd            5        Typ          0        <NA>
## 1119            1          TA            6       Min2          0        <NA>
## 1120            1          TA            6        Typ          0        <NA>
## 1121            1          TA            6        Typ          1          Gd
## 1122            1          Gd            7        Typ          0        <NA>
## 1123            1          TA            5        Typ          0        <NA>
## 1124            1          TA            4        Typ          0        <NA>
## 1125            1          Gd            7        Typ          1          TA
## 1126            1          Fa            5        Typ          1          TA
## 1127            1          Gd            7        Typ          1          TA
## 1128            1          Gd            7        Typ          1          Gd
## 1129            1          Gd            8        Typ          1          Gd
## 1130            1          TA            4        Typ          0        <NA>
## 1131            1          Gd            7       Min2          2          TA
## 1132            1          TA            5        Typ          0        <NA>
## 1133            1          Fa            8        Typ          0        <NA>
## 1134            1          Gd            8        Typ          1          TA
## 1135            1          TA            7        Typ          1          TA
## 1136            1          TA            5        Typ          1          Gd
## 1137            1          TA            6        Typ          0        <NA>
## 1138            1          TA            6        Typ          0        <NA>
## 1139            1          Gd            5        Typ          2          TA
## 1140            1          TA            6       Maj1          1          Gd
## 1141            1          TA            4        Typ          0        <NA>
## 1142            1          Gd            9        Typ          1          TA
## 1143            1          Gd           11        Typ          1          TA
## 1144            1          TA            5        Typ          0        <NA>
## 1145            1          Fa            5        Typ          0        <NA>
## 1146            1          TA            8        Typ          1          Gd
## 1147            1          Gd            5        Typ          1          TA
## 1148            1          Fa            7        Typ          1          Gd
## 1149            1          TA            5        Typ          1          Gd
## 1150            1          TA            7        Typ          0        <NA>
## 1151            1          Gd            4        Typ          1          Gd
## 1152            1          Fa            6        Typ          2          Gd
## 1153            1          Ex            6        Typ          1          Gd
## 1154            1          TA            5        Typ          0        <NA>
## 1155            1          Gd            8        Typ          2          Gd
## 1156            1          Gd            6        Typ          1          Fa
## 1157            1          Gd            6        Typ          1          Gd
## 1158            1          Gd            6        Typ          1          Gd
## 1159            1          Gd            7        Typ          0        <NA>
## 1160            1          Gd            8        Typ          1          TA
## 1161            1          TA            7        Typ          1          TA
## 1162            1          Gd            7        Typ          1          Gd
## 1163            1          TA            5        Typ          1          Po
## 1164            2          TA            6        Typ          0        <NA>
## 1165            1          Gd            5        Typ          1          TA
## 1166            1          Gd            7        Typ          0        <NA>
## 1167            1          Gd            7        Typ          0        <NA>
## 1168            1          TA            7        Typ          1          TA
## 1169            1          Gd            7        Typ          2          TA
## 1170            1          Gd           10        Typ          1          TA
## 1171            1          TA            6        Typ          1          Po
## 1172            1          TA            6        Typ          1          TA
## 1173            1          Gd            5        Typ          0        <NA>
## 1174            1          Ex           12       Maj1          1          Gd
## 1175            1          TA            9        Typ          1          Gd
## 1176            1          Gd            9        Typ          1          TA
## 1177            1          TA            5        Typ          0        <NA>
## 1178            1          TA            5        Typ          0        <NA>
## 1179            1          TA            7        Typ          1          Gd
## 1180            1          TA            5       Min2          1          Gd
## 1181            1          TA            8        Typ          0        <NA>
## 1182            1          Gd            5        Typ          1          Gd
## 1183            1          Ex           10        Typ          2          TA
## 1184            1          TA            5        Typ          1          Gd
## 1185            1          TA            5        Typ          2          TA
## 1186            1          TA            7        Typ          0        <NA>
## 1187            2          TA            7        Typ          0        <NA>
## 1188            1          Gd            5        Typ          1          Fa
## 1189            1          Gd            7        Typ          0        <NA>
## 1190            1          Gd            7        Typ          1          TA
## 1191            1          TA            7        Typ          1          TA
## 1192            1          Gd            5        Typ          0        <NA>
## 1193            1          Gd            6        Typ          0        <NA>
## 1194            1          TA            5        Typ          0        <NA>
## 1195            1          TA            7        Typ          0        <NA>
## 1196            1          Gd            8        Typ          0        <NA>
## 1197            1          Gd            9        Typ          1          Gd
## 1198            1          TA            7        Typ          1          Gd
## 1199            1          Gd            6        Typ          0        <NA>
## 1200            1          TA            6        Typ          1          Po
## 1201            1          TA            5        Typ          0        <NA>
## 1202            1          Gd            6        Typ          0        <NA>
## 1203            1          TA            5        Typ          1          Fa
## 1204            1          Gd            6        Typ          1          TA
## 1205            1          TA            6        Typ          0        <NA>
## 1206            1          Gd            7        Typ          1          TA
## 1207            1          TA            5        Typ          0        <NA>
## 1208            1          Gd            7        Typ          0        <NA>
## 1209            1          TA            6        Typ          0        <NA>
## 1210            1          Gd            8        Typ          1          Gd
## 1211            1          Gd            8        Typ          1          TA
## 1212            1          TA            8        Typ          0        <NA>
## 1213            1          TA            4        Typ          0        <NA>
## 1214            1          TA            3        Typ          0        <NA>
## 1215            1          TA            6        Typ          0        <NA>
## 1216            1          TA            5        Typ          0        <NA>
## 1217            2          TA            8        Typ          0        <NA>
## 1218            1          Gd            6        Typ          0        <NA>
## 1219            1          TA            3        Typ          0        <NA>
##      GarageType GarageYrBlt GarageFinish GarageCars GarageArea GarageQual
## 1        Attchd        2003          RFn          2        548         TA
## 2        Attchd        1976          RFn          2        460         TA
## 3        Attchd        2001          RFn          2        608         TA
## 4        Detchd        1998          Unf          3        642         TA
## 5        Attchd        2000          RFn          3        836         TA
## 6        Attchd        1993          Unf          2        480         TA
## 7        Attchd        2004          RFn          2        636         TA
## 8        Attchd        1973          RFn          2        484         TA
## 9        Detchd        1931          Unf          2        468         Fa
## 10       Attchd        1939          RFn          1        205         Gd
## 11       Detchd        1965          Unf          1        384         TA
## 12      BuiltIn        2005          Fin          3        736         TA
## 13       Detchd        1962          Unf          1        352         TA
## 14       Attchd        2006          RFn          3        840         TA
## 15       Attchd        1960          RFn          1        352         TA
## 16       Detchd        1991          Unf          2        576         TA
## 17       Attchd        1970          Fin          2        480         TA
## 18      CarPort        1967          Unf          2        516         TA
## 19       Detchd        2004          Unf          2        576         TA
## 20       Attchd        1958          Unf          1        294         TA
## 21      BuiltIn        2005          RFn          3        853         TA
## 22       Attchd        1930          Unf          1        280         TA
## 23       Attchd        2002          RFn          2        534         TA
## 24       Attchd        1976          Unf          2        572         TA
## 25       Attchd        1968          Unf          1        270         TA
## 26       Attchd        2007          RFn          3        890         TA
## 27       Detchd        2005          Unf          2        576         TA
## 28       Attchd        2008          RFn          3        772         TA
## 29       Attchd        1957          RFn          1        319         TA
## 30       Detchd        1920          Unf          1        240         Fa
## 31       Detchd        1920          Unf          1        250         TA
## 32       Attchd        1966          Unf          1        271         TA
## 33       Attchd        2007          RFn          2        484         TA
## 34       Attchd        1959          RFn          2        447         TA
## 35       Attchd        2005          Fin          2        556         TA
## 36      BuiltIn        2004          Fin          3        691         TA
## 37       Attchd        1995          Unf          2        672         TA
## 38       Attchd        1954          Fin          2        498         TA
## 39       Detchd        1953          Unf          1        246         TA
## 40         <NA>          NA         <NA>          0          0       <NA>
## 41       Attchd        1965          RFn          2        440         TA
## 42       Attchd        1959          RFn          1        308         TA
## 43       Attchd        1983          RFn          2        504         TA
## 44       Detchd        1977          Unf          1        308         TA
## 45       Attchd        1959          RFn          1        300         TA
## 46       Attchd        2005          RFn          2        576         TA
## 47       Attchd        2003          RFn          2        670         TA
## 48       Attchd        2006          RFn          3        826         TA
## 49         <NA>          NA         <NA>          0          0       <NA>
## 50       Attchd        1966          Unf          1        386         TA
## 51       Attchd        1997          Fin          2        388         TA
## 52       Detchd        1985          Unf          2        528         TA
## 53      CarPort        1963          Unf          2        516         TA
## 54       Attchd        1981          Fin          3        894         TA
## 55       Detchd        1962          Unf          2        572         TA
## 56       Attchd        1964          RFn          2        576         TA
## 57       Attchd        1999          Fin          2        480         TA
## 58       Attchd        2004          RFn          2        565         TA
## 59      BuiltIn        2006          Fin          3        641         TA
## 60       Detchd        1973          Unf          1        352         TA
## 61       Detchd        2006          Unf          2        576         TA
## 62       Detchd        1935          Unf          1        288         TA
## 63       Attchd        2006          RFn          2        484         TA
## 64       Detchd        1990          Unf          2        480         TA
## 65       Attchd        1998          RFn          2        645         TA
## 66      BuiltIn        2004          RFn          3        852         TA
## 67       Attchd        1970          RFn          2        576         TA
## 68       Attchd        2003          RFn          2        558         TA
## 69       Attchd        1945          Unf          1        220         TA
## 70       Attchd        1953          Fin          2        667         TA
## 71       Attchd        1973          Fin          2        516         TA
## 72       Detchd        1987          Unf          2        360         TA
## 73       Attchd        1998          Fin          2        427         TA
## 74       Attchd        1989          Unf          2        490         TA
## 75       Detchd        1915          Unf          1        379         TA
## 76      BuiltIn        1973          Unf          1        297         TA
## 77       Detchd        1956          Unf          1        283         TA
## 78       Detchd        1948          Unf          1        240         TA
## 79         <NA>          NA         <NA>          0          0       <NA>
## 80       Detchd        1966          Unf          2        440         TA
## 81       Attchd        1968          Fin          1        509         TA
## 82       Attchd        1998          Fin          2        405         TA
## 83       Attchd        2007          RFn          3        758         TA
## 84       Detchd        1974          Unf          2        461         TA
## 85      BuiltIn        1995          Fin          2        400         TA
## 86       Attchd        1991          Unf          2        462         TA
## 87      BuiltIn        2005          Fin          2        400         TA
## 88       Detchd        2009          RFn          2        528         TA
## 89         <NA>          NA         <NA>          0          0       <NA>
## 90         <NA>          NA         <NA>          0          0       <NA>
## 91       Detchd        1950          Unf          2        420         TA
## 92       Attchd        1961          Unf          2        480         TA
## 93       Detchd        1921          Unf          2        432         TA
## 94       Detchd        1900          Unf          2        506         TA
## 95       Attchd        1997          RFn          2        684         TA
## 96      BuiltIn        1993          Fin          2        420         TA
## 97       Attchd        1999          RFn          2        472         TA
## 98       Attchd        1965          Fin          1        432         TA
## 99      Basment        1920          Unf          1        366         Fa
## 100        <NA>          NA         <NA>          0          0       <NA>
## 101      Attchd        1977          RFn          2        480         TA
## 102      Attchd        1985          Fin          2        476         TA
## 103      Attchd        1979          Unf          2        410         TA
## 104      Attchd        2009          RFn          3        740         TA
## 105      Detchd        1951          Unf          1        240         TA
## 106      Attchd        2003          RFn          2        648         TA
## 107      Detchd        1954          Unf          1        273         Fa
## 108      Detchd        1948          Unf          1        250         TA
## 109        <NA>          NA         <NA>          0          0       <NA>
## 110      Attchd        1977          RFn          2        546         TA
## 111      Attchd        1954          Unf          1        325         TA
## 112     BuiltIn        2000          Fin          2        400         TA
## 113     BuiltIn        2007          Fin          3        792         TA
## 114     Basment        1953          Unf          2        450         TA
## 115      Detchd        1945          Unf          1        180         TA
## 116      Detchd        1999          Unf          2        440         TA
## 117      Attchd        1962          Unf          1        288         TA
## 118      Attchd        2007          Unf          2        430         TA
## 119      Attchd        1990          Unf          3        594         TA
## 120      Attchd        2005          Fin          2        390         TA
## 121      Attchd        1969          Unf          2        540         TA
## 122      Detchd        1979          Unf          1        264         TA
## 123      Attchd        1958          Unf          1        288         TA
## 124      Attchd        1993          RFn          2        530         TA
## 125      Attchd        1979          Unf          2        435         TA
## 126        <NA>          NA         <NA>          0          0       <NA>
## 127      Attchd        1977          RFn          2        440         TA
## 128        <NA>          NA         <NA>          0          0       <NA>
## 129      Attchd        1966          RFn          2        453         TA
## 130      2Types        1998          RFn          2        750         TA
## 131      Attchd        1966          Fin          2        487         TA
## 132     BuiltIn        2000          RFn          2        390         TA
## 133      Detchd        1974          Unf          2        624         TA
## 134      Attchd        2001          Fin          2        471         TA
## 135      Attchd        1968          RFn          2        440         TA
## 136      Attchd        1970          Unf          2        530         TA
## 137      Attchd        1967          RFn          1        318         TA
## 138      2Types        1989          Unf          3        766         TA
## 139      Attchd        1999          Fin          3        660         TA
## 140      Attchd        1997          RFn          2        470         TA
## 141        <NA>          NA         <NA>          0          0       <NA>
## 142      Attchd        2005          Fin          2        660         TA
## 143      Detchd        2000          Unf          2        720         TA
## 144      Attchd        1999          RFn          2        577         TA
## 145      Detchd        1963          Unf          2        504         TA
## 146      Detchd        2004          Unf          2        380         TA
## 147      Detchd        1931          Unf          1        180         Fa
## 148     BuiltIn        2001          Fin          2        434         TA
## 149        <NA>          NA         <NA>          0          0       <NA>
## 150      Detchd        1936          Unf          1        240         Fa
## 151      Attchd        1975          Unf          2        440         TA
## 152      Attchd        2007          RFn          3        866         TA
## 153      Attchd        1971          RFn          2        495         TA
## 154      Attchd        1960          RFn          2        564         TA
## 155      Detchd        1923          Unf          1        312         Fa
## 156        <NA>          NA         <NA>          0          0       <NA>
## 157      Detchd        1950          Unf          2        625         TA
## 158     BuiltIn        2009          Fin          3        680         TA
## 159      Attchd        2004          RFn          2        678         TA
## 160      Attchd        2006          RFn          2        576         TA
## 161      Attchd        1984          Unf          2        516         TA
## 162     BuiltIn        2003          Fin          3        726         TA
## 163      Attchd        2005          RFn          2        532         TA
## 164        <NA>          NA         <NA>          0          0       <NA>
## 165      Detchd        1926          Unf          1        216         TA
## 166        <NA>          NA         <NA>          0          0       <NA>
## 167      Attchd        1955          Fin          1        303         TA
## 168      Attchd        2007          Fin          3        789         TA
## 169      Attchd        2004          Fin          2        440         TA
## 170      Attchd        1981          RFn          2        511         TA
## 171      Detchd        1991          Unf          2        660         TA
## 172      Attchd        1960          Fin          2        528         TA
## 173      Attchd        1987          RFn          2        504         Gd
## 174      Attchd        1961          Unf          2        504         TA
## 175      Attchd        1986          Fin          2        616         TA
## 176      Attchd        1950          Unf          2        576         TA
## 177      Attchd        1988          Unf          2        521         TA
## 178      Attchd        1958          Unf          2        451         TA
## 179      Attchd        2009          Fin          3       1166         TA
## 180      Detchd        1935          Unf          2        480         Fa
## 181      Detchd        2000          Unf          2        440         TA
## 182      Detchd        1920          Unf          1        216         Fa
## 183      Attchd        1957          RFn          1        252         TA
## 184      Detchd        2003          Unf          2        484         TA
## 185      Attchd        1986          Unf          2        576         TA
## 186      Detchd        1993          Unf          3        840         Ex
## 187      Attchd        1990          Unf          2        497         TA
## 188      Detchd        1916          Unf          1        180         Fa
## 189      Detchd        1979          Unf          2        528         TA
## 190      Attchd        2001          Fin          2        682         TA
## 191      Detchd        1932          Unf          2        440         TA
## 192      Attchd        1972          Fin          2        484         TA
## 193      Attchd        1999          Fin          2        666         TA
## 194      Detchd        2004          Unf          2        380         TA
## 195      Detchd        1989          Unf          1        352         TA
## 196      Attchd        1976          Unf          2        440         TA
## 197      Attchd        2007          Fin          3        786         TA
## 198      Detchd        1918          Unf          2        795         TA
## 199        <NA>          NA         <NA>          0          0       <NA>
## 200      Attchd        2004          Fin          3        856         TA
## 201      Attchd        2003          RFn          2        440         TA
## 202      Detchd        1980          Unf          2        473         TA
## 203      Attchd        1924          Unf          1        398         TA
## 204      Attchd        2004          RFn          2        420         TA
## 205      Detchd        1948          Unf          1        240         TA
## 206      Attchd        1990          RFn          2        500         TA
## 207      Attchd        1962          RFn          1        349         TA
## 208      Attchd        1960          RFn          1        312         TA
## 209      Attchd        1988          Fin          2        454         TA
## 210      Attchd        1964          RFn          2        504         TA
## 211        <NA>          NA         <NA>          0          0       <NA>
## 212      Attchd        2009          RFn          2        460         TA
## 213      Attchd        2009          RFn          2        644         TA
## 214      Attchd        1996          Unf          2        576         TA
## 215      Attchd        1977          Fin          1        299         TA
## 216      Attchd        1957          Unf          1        447         TA
## 217      Attchd        2004          Unf          2        484         TA
## 218      Detchd        1940          Unf          1        210         TA
## 219      Attchd        1939          Unf          2        431         TA
## 220      Attchd        2005          Fin          2        438         TA
## 221      Attchd        2006          RFn          2        675         TA
## 222     BuiltIn        2002          RFn          2        390         TA
## 223      Attchd        1975          RFn          2        434         TA
## 224      Detchd        1989          Unf          2        576         TA
## 225      Attchd        2003          Fin          3        968         TA
## 226      Detchd        1991          Unf          1        280         TA
## 227      Attchd        1995          RFn          3        721         TA
## 228      Detchd        1987          Unf          1        280         TA
## 229      Detchd        1974          Unf          1        336         TA
## 230      Attchd        2005          Fin          2        430         TA
## 231      Attchd        1959          RFn          1        312         TA
## 232      Attchd        1995          Fin          3        810         TA
## 233      Attchd        1972          Unf          1        288         TA
## 234      Attchd        1976          Unf          1        308         TA
## 235     BuiltIn        2002          Fin          2        440         TA
## 236      Detchd        1971          Unf          1        264         TA
## 237      Attchd        2004          RFn          2        494         TA
## 238      Attchd        1993          RFn          2        457         TA
## 239      Attchd        2007          Fin          3        818         TA
## 240      Detchd        1949          Unf          1        220         TA
## 241      Attchd        2008          RFn          2        750         TA
## 242        <NA>          NA         <NA>          0          0       <NA>
## 243      Attchd        1940          Unf          1        352         Fa
## 244      Attchd        1980          RFn          1        288         TA
## 245      Attchd        1994          RFn          2        463         TA
## 246      Attchd        1988          Fin          2        604         TA
## 247      Detchd        1910          Unf          1        440         Po
## 248      Attchd        1954          Unf          2        451         TA
## 249      Attchd        2003          RFn          2        500         TA
## 250      Attchd        1958          Fin          2        389         TA
## 251        <NA>          NA         <NA>          0          0       <NA>
## 252      Attchd        2006          Fin          2        538         TA
## 253      Attchd        2004          RFn          2        520         TA
## 254      Attchd        1964          RFn          1        309         TA
## 255      Attchd        1957          RFn          1        294         TA
## 256     BuiltIn        1999          Fin          2        429         TA
## 257      Attchd        2003          RFn          2        673         TA
## 258      Attchd        2006          RFn          2        660         TA
## 259      Attchd        2001          RFn          2        564         TA
## 260      Detchd        1956          Unf          1        308         TA
## 261      Attchd        1991          Unf          2        884         TA
## 262     BuiltIn        2007          Fin          3        868         TA
## 263      Attchd        1978          Unf          2        492         TA
## 264      Detchd        1974          Unf          2        484         TA
## 265      Detchd        1965          Unf          2        504         TA
## 266      Attchd        1981          Fin          2        576         TA
## 267      Attchd        1997          Fin          2        413         TA
## 268      Detchd        1939          Unf          1        240         TA
## 269      Detchd        1966          Fin          1        924         Ex
## 270      Attchd        1987          RFn          1        504         TA
## 271      Attchd        2006          RFn          3       1053         TA
## 272      Attchd        1954          Unf          2        439         TA
## 273      Attchd        1999          Fin          3        671         TA
## 274      Attchd        1958          RFn          1        338         TA
## 275      Attchd        1982          Unf          1        264         TA
## 276      Detchd        1978          Unf          2        672         TA
## 277      Attchd        2003          Fin          2        573         TA
## 278      Detchd        1951          Unf          2        400         TA
## 279      Attchd        2007          Fin          3        732         TA
## 280      Attchd        1977          Fin          2        505         TA
## 281      Attchd        1989          Fin          2        575         TA
## 282      Attchd        2006          Fin          2        572         TA
## 283      Attchd        2008          RFn          2        626         TA
## 284      Attchd        2008          Fin          3        898         TA
## 285      Attchd        1992          RFn          2        529         TA
## 286      Detchd        2006          RFn          2        528         TA
## 287      Attchd        1962          RFn          2        440         TA
## 288        <NA>          NA         <NA>          0          0       <NA>
## 289      Detchd        1970          Unf          1        280         TA
## 290      Detchd        2003          Unf          1        384         TA
## 291      Attchd        2006          RFn          2        685         Gd
## 292        <NA>          NA         <NA>          0          0       <NA>
## 293      Attchd        1949          Unf          1        281         TA
## 294      Attchd        1977          Fin          2        539         TA
## 295      Attchd        1953          Fin          2        418         TA
## 296      Detchd        1984          Unf          2        588         TA
## 297      Attchd        1950          Unf          1        282         TA
## 298      Detchd        1997          RFn          2        576         TA
## 299      Attchd        1968          Unf          2        539         TA
## 300      Attchd        1950          Unf          1        300         TA
## 301      Attchd        1953          Unf          1        375         TA
## 302     BuiltIn        1998          Fin          2        683         TA
## 303      Attchd        2001          RFn          3        843         TA
## 304      Attchd        1975          Unf          2        552         TA
## 305      Attchd        2003          Unf          3        870         TA
## 306      Attchd        2004          Fin          3        888         TA
## 307      Attchd        1990          RFn          3        746         TA
## 308        <NA>          NA         <NA>          0          0       <NA>
## 309      Detchd        1961          Unf          2        539         TA
## 310      Attchd        2003          Fin          3        708         TA
## 311      Attchd        1993          Fin          2        420         TA
## 312      Detchd        1948          Unf          1        240         TA
## 313      Detchd        1939          Unf          2        410         TA
## 314      Attchd        1965          RFn          2        513         TA
## 315      Detchd        1925          Unf          2        546         Fa
## 316      Attchd        2004          Fin          2        432         TA
## 317      Attchd        1983          RFn          2        484         TA
## 318      Attchd        2006          RFn          3       1025         TA
## 319      Attchd        1993          RFn          3        656         TA
## 320      Attchd        1980          Unf          2        588         TA
## 321      Attchd        2006          RFn          3        840         TA
## 322     BuiltIn        2004          Fin          3        872         TA
## 323      Attchd        1987          Fin          2        576         TA
## 324      Attchd        1955          Unf          1        220         Fa
## 325     BuiltIn        1961          Fin          2        564         TA
## 326      Detchd        1941          Unf          2        360         TA
## 327      Attchd        1993          Fin          2        473         TA
## 328      Attchd        1960          RFn          1        292         TA
## 329      Detchd        1930          Unf          2        441         TA
## 330      Detchd        1920          Unf          1        189         Fa
## 331      Detchd        2002          Unf          1        352         TA
## 332      Attchd        1958          RFn          1        308         TA
## 333      Attchd        2003          RFn          3        880         TA
## 334      Attchd        2004          RFn          2        484         TA
## 335      Attchd        1998          Fin          2        472         TA
## 336      Attchd        1965          Fin          2        529         TA
## 337      Attchd        2005          Fin          3        676         TA
## 338      Attchd        2002          RFn          2        532         TA
## 339      Attchd        1984          RFn          2        440         TA
## 340      Attchd        1958          Unf          1        297         TA
## 341      Attchd        2002          Fin          2        431         TA
## 342     CarPort        1950          Unf          1        294         TA
## 343      Detchd        1949          Unf          2        400         TA
## 344      Attchd        2005          RFn          2        564         TA
## 345      Attchd        1976          Unf          1        336         TA
## 346      Detchd        1939          Unf          1        312         TA
## 347      Attchd        1960          RFn          1        301         TA
## 348      Attchd        1960          Unf          2        498         TA
## 349     BuiltIn        2003          RFn          2        474         TA
## 350      Attchd        2006          Fin          3        706         TA
## 351      Attchd        2007          RFn          2        617         TA
## 352      Attchd        1986          RFn          2        445         TA
## 353      Detchd        1941          Unf          1        200         TA
## 354      Detchd        2005          Unf          2        484         TA
## 355      Attchd        1940          Unf          1        240         TA
## 356      Attchd        1995          RFn          2        521         TA
## 357      Attchd        1992          RFn          2        400         TA
## 358      Attchd        1976          Fin          2        528         TA
## 359     BuiltIn        1958          Unf          1        288         TA
## 360      Attchd        1998          RFn          2        592         TA
## 361      Attchd        1978          RFn          2        470         TA
## 362      Detchd        1940          Unf          1        240         TA
## 363     BuiltIn        2003          RFn          2        672         TA
## 364      Detchd        1972          Unf          1        264         TA
## 365      Attchd        1976          Fin          2        566         TA
## 366      Detchd        1964          Unf          1        468         TA
## 367      Attchd        1963          RFn          2        514         TA
## 368     Basment        1962          RFn          1        296         TA
## 369      Attchd        1954          Fin          1        244         TA
## 370      Detchd        1997          Fin          2        576         TA
## 371      Attchd        2000          RFn          2        460         TA
## 372      Detchd        1991          Fin          2        680         TA
## 373      Attchd        1984          Unf          1        264         TA
## 374      Attchd        1953          Unf          1        270         TA
## 375     BuiltIn        2003          Fin          2        434         TA
## 376        <NA>          NA         <NA>          0          0       <NA>
## 377      Detchd        1998          Unf          2        576         TA
## 378      Attchd        2004          RFn          2        610         TA
## 379      Attchd        2010          Fin          3        834         TA
## 380      Attchd        2000          Fin          2        463         TA
## 381      Detchd        1924          Unf          1        308         TA
## 382      Attchd        2006          RFn          2        572         TA
## 383      Attchd        2006          RFn          2        639         TA
## 384      Detchd        1950          Unf          2        360         Fa
## 385      Attchd        1992          Fin          2        501         TA
## 386      Attchd        2004          Fin          2        430         TA
## 387        <NA>          NA         <NA>          0          0       <NA>
## 388      Detchd        1977          Unf          1        352         TA
## 389      Attchd        1999          RFn          2        577         TA
## 390     BuiltIn        2008          Fin          3        846         TA
## 391      Detchd        1978          Unf          1        384         TA
## 392     BuiltIn        2001          Fin          2        560         TA
## 393      Attchd        1959          RFn          1        294         TA
## 394        <NA>          NA         <NA>          0          0       <NA>
## 395      Detchd        1940          Unf          1        240         TA
## 396      Attchd        1956          Unf          1        596         TA
## 397      Detchd        1985          RFn          2        600         TA
## 398      Attchd        1962          RFn          1        264         TA
## 399      Detchd        1920          Unf          1        338         Po
## 400      Attchd        2007          Fin          2        438         TA
## 401      Attchd        1996          Fin          2        500         TA
## 402      Attchd        2005          Fin          2        400         TA
## 403      Detchd        1940          Unf          1        240         TA
## 404     BuiltIn        1998          Fin          2        420         TA
## 405     BuiltIn        1995          Fin          2        373         TA
## 406      Attchd        1993          Unf          2        490         TA
## 407      Detchd        1936          Unf          1        240         TA
## 408      Attchd        1960          Unf          1        308         TA
## 409      Attchd        2006          RFn          3        947         TA
## 410      Attchd        2008          Fin          3        836         TA
## 411      Attchd        1958          Unf          1        350         TA
## 412      Attchd        1955          Fin          2        572         TA
## 413      Attchd        2009          Fin          2        484         TA
## 414      Detchd        1927          Unf          2        360         TA
## 415      Attchd        1993          Unf          3        678         TA
## 416      Attchd        2007          Fin          2        396         TA
## 417      Attchd        1978          Fin          2        440         TA
## 418      Detchd        1918          Unf          3        864         TA
## 419      Detchd        1940          Unf          1        240         TA
## 420      Attchd        1968          Unf          1        304         TA
## 421      Attchd        1997          Fin          4        784         TA
## 422      Attchd        1977          Fin          2        529         TA
## 423      Attchd        1954          RFn          2        520         TA
## 424      Attchd        1998          Fin          3        696         TA
## 425      Attchd        1956          RFn          1        297         TA
## 426      Detchd        1947          Unf          1        240         TA
## 427      Attchd        1989          Fin          2        569         TA
## 428      Detchd        1964          Unf          1        352         TA
## 429      Attchd        2007          RFn          2        628         TA
## 430      Attchd        1988          Unf          2        576         TA
## 431      Detchd        1971          Unf          1        264         TA
## 432        <NA>          NA         <NA>          0          0       <NA>
## 433      Detchd        1971          Unf          2        440         TA
## 434      Attchd        1997          Fin          2        470         TA
## 435        <NA>          NA         <NA>          0          0       <NA>
## 436      Attchd        1996          RFn          2        550         TA
## 437      Detchd        1990          Unf          2        440         TA
## 438      Detchd        1926          Unf          1        180         TA
## 439      Detchd        1990          Unf          1        352         Gd
## 440      Detchd        2005          Unf          2        528         TA
## 441      Attchd        2008          Fin          3        672         TA
## 442        <NA>          NA         <NA>          0          0       <NA>
## 443      Detchd        1930          Unf          2        360         TA
## 444      Attchd        2007          Fin          3        648         TA
## 445      Attchd        1994          Unf          2        493         TA
## 446      Attchd        1956          Unf          2        480         TA
## 447      Attchd        1966          Fin          2        578         TA
## 448      Attchd        1998          Fin          2        431         TA
## 449      Detchd        1937          Unf          1        198         TA
## 450      Detchd        1981          Unf          1        308         TA
## 451      Detchd        1932          Unf          1        270         Fa
## 452      Attchd        1975          Unf          2        576         TA
## 453      Attchd        1996          Fin          2        422         TA
## 454      Attchd        2008          RFn          2        676         TA
## 455      Detchd        1976          Unf          2        560         TA
## 456      Attchd        1973          Unf          2        528         TA
## 457      Detchd        1916          Unf          3        513         Fa
## 458      Attchd        1954          Fin          2        529         TA
## 459      Detchd        1925          Unf          1        228         TA
## 460      Detchd        1950          Unf          1        352         TA
## 461     BuiltIn        2009          Fin          2        552         TA
## 462      Detchd        1971          RFn          2        576         TA
## 463      Detchd        1965          Unf          1        360         TA
## 464      Detchd        1939          Unf          1        240         TA
## 465        <NA>          NA         <NA>          0          0       <NA>
## 466      Attchd        2004          Fin          2        398         TA
## 467      Attchd        1970          Unf          2        526         TA
## 468      Attchd        1942          Unf          1        312         TA
## 469      Attchd        2006          RFn          3        866         TA
## 470      Attchd        1993          RFn          2        506         TA
## 471      Attchd        1985          RFn          2        528         TA
## 472      Attchd        1977          RFn          2        534         TA
## 473     Basment        2005          RFn          2        525         TA
## 474      Attchd        2006          RFn          3        908         TA
## 475      Attchd        2000          RFn          2        499         TA
## 476      Detchd        1996          Unf          2        624         TA
## 477      Attchd        1997          Fin          2        508         TA
## 478     BuiltIn        2006          Fin          3        694         TA
## 479      Attchd        2007          RFn          3        826         TA
## 480      Detchd        1995          Unf          2        672         TA
## 481      Attchd        2004          Fin          3        772         TA
## 482      Attchd        2003          Fin          3        874         TA
## 483      Attchd        1915          Unf          1        164         Fa
## 484      Attchd        1998          Unf          2        402         TA
## 485      Detchd        1963          Unf          1        264         TA
## 486      Attchd        1950          Unf          1        264         TA
## 487      Attchd        1965          RFn          2        515         TA
## 488      Attchd        1971          Unf          2        487         TA
## 489      Attchd        1970          Unf          2        520         TA
## 490      Attchd        1970          Unf          1        286         TA
## 491     BuiltIn        1976          Fin          1        336         TA
## 492      Attchd        1941          Unf          1        240         TA
## 493      Attchd        2006          RFn          2        429         TA
## 494      Detchd        1964          Unf          1        308         TA
## 495      Attchd        1938          Unf          1        273         TA
## 496        <NA>          NA         <NA>          0          0       <NA>
## 497      Attchd        1992          RFn          2        546         TA
## 498      Detchd        1925          Unf          1        240         TA
## 499      Attchd        1967          Fin          1        288         TA
## 500      Attchd        1958          Fin          1        297         TA
## 501      Detchd        1973          Unf          1        264         TA
## 502      Attchd        2005          RFn          2        603         TA
## 503      Detchd        1965          Unf          2        461         Fa
## 504      Attchd        1959          Fin          2        484         TA
## 505      Attchd        1974          Unf          2        440         TA
## 506      Detchd        1952          Unf          2        400         TA
## 507      Attchd        1993          RFn          2        471         TA
## 508      Attchd        2009          Fin          2        676         TA
## 509      Detchd        1928          Unf          2        360         TA
## 510      Attchd        1959          RFn          1        270         TA
## 511     CarPort        1951          Unf          1        288         TA
## 512      Attchd        2005          RFn          2        474         TA
## 513      Detchd        1964          Unf          2        624         TA
## 514      Attchd        1983          Unf          2        484         TA
## 515      Detchd        1926          Unf          1        200         Po
## 516      Attchd        2009          Fin          3        900         TA
## 517      Attchd        1972          RFn          2        583         TA
## 518      Attchd        1996          RFn          3        889         TA
## 519      Attchd        1998          RFn          2        546         TA
## 520      Detchd        1926          Unf          1        282         TA
## 521        <NA>          NA         <NA>          0          0       <NA>
## 522      Attchd        1957          Unf          1        336         TA
## 523      Detchd        1950          Unf          2        420         TA
## 524     BuiltIn        2007          Fin          3        884         TA
## 525      Attchd        1996          Fin          3        834         TA
## 526      Attchd        2005          Unf          2        453         TA
## 527      Attchd        1956          Unf          1        252         TA
## 528      Attchd        2008          Fin          3        858         TA
## 529        <NA>          NA         <NA>          0          0       <NA>
## 530      Attchd        1975          RFn          2        484         TA
## 531      Attchd        1988          RFn          2        600         TA
## 532      Detchd        1920          Fin          2        502         TA
## 533      Detchd        1967          Unf          1        392         TA
## 534        <NA>          NA         <NA>          0          0       <NA>
## 535      Attchd        2004          Fin          2        403         TA
## 536        <NA>          NA         <NA>          0          0       <NA>
## 537      Attchd        1998          Fin          2        527         TA
## 538      Detchd        1980          Unf          2        576         TA
## 539      Attchd        1968          Unf          1        336         TA
## 540      Attchd        2001          RFn          2        670         TA
## 541      Attchd        2006          Fin          3        765         TA
## 542     BuiltIn        2000          Fin          3        648         TA
## 543      Attchd        1998          Fin          2        583         TA
## 544      Attchd        1998          Fin          1        367         TA
## 545      Attchd        2006          RFn          2        426         TA
## 546      Attchd        1988          Unf          3        786         TA
## 547      Detchd        1950          Unf          2        440         TA
## 548      Detchd        1987          Unf          2        624         TA
## 549      Detchd        1963          RFn          2        720         TA
## 550     BuiltIn        2003          Fin          2        615         TA
## 551      Attchd        1977          RFn          2        440         TA
## 552      Attchd        1957          Fin          1        288         TA
## 553      Attchd        2006          RFn          3        908         TA
## 554      Detchd        2002          Fin          2        520         TA
## 555     BuiltIn        2003          RFn          3        871         TA
## 556      Detchd        1922          Unf          1        280         TA
## 557      Attchd        1957          Fin          1        299         TA
## 558     CarPort        1994          Unf          1        570         TA
## 559      Attchd        1996          Unf          2        406         TA
## 560      Attchd        2003          Fin          2        420         TA
## 561      Detchd        1957          Unf          2        528         TA
## 562      Attchd        1975          RFn          2        418         TA
## 563        <NA>          NA         <NA>          0          0       <NA>
## 564      Detchd        1955          Fin          2        396         TA
## 565      Attchd        1992          RFn          2        590         TA
## 566      Detchd        1920          Unf          1        216         TA
## 567     BuiltIn        2005          Fin          3        656         TA
## 568      Attchd        2004          RFn          2        532         TA
## 569     BuiltIn        1983          Fin          2        612         Gd
## 570      Detchd        1979          Unf          2        600         TA
## 571      Detchd        1987          Unf          2        576         TA
## 572      Attchd        1959          Unf          1        288         TA
## 573      Attchd        2009          RFn          2        650         TA
## 574     BuiltIn        2000          RFn          2        400         TA
## 575     BuiltIn        1971          Unf          1        288         TA
## 576      Detchd        1947          Unf          1        336         TA
## 577      Detchd        1928          Unf          1        216         TA
## 578      Attchd        1966          RFn          2        564         TA
## 579      Detchd        2007          Unf          2        540         TA
## 580      Attchd        1954          Unf          1        352         Fa
## 581      Attchd        1960          Unf          2        572         TA
## 582      Attchd        2009          RFn          3       1390         TA
## 583        <NA>          NA         <NA>          0          0       <NA>
## 584      Detchd        1988          Unf          2        880         Gd
## 585      Detchd        1935          Unf          1        240         TA
## 586      Attchd        2005          RFn          3        880         TA
## 587      Detchd        1961          Fin          1        275         TA
## 588      Detchd        1996          Unf          2        528         TA
## 589      Attchd        1968          Unf          1        452         TA
## 590      Detchd        1988          Unf          1        308         TA
## 591      Attchd        2004          RFn          2        520         TA
## 592     BuiltIn        2008          RFn          3        842         TA
## 593      Detchd        1985          Fin          2        816         TA
## 594      Attchd        2003          Fin          2        420         TA
## 595      Detchd        1981          Unf          1        280         TA
## 596      Attchd        2005          Fin          3        758         TA
## 597      Detchd        1930          Unf          1        216         TA
## 598      Attchd        2006          Fin          3        648         TA
## 599      Attchd        1977          Fin          2        621         TA
## 600      Attchd        1980          Fin          2        452         TA
## 601     BuiltIn        2003          Fin          2        736         TA
## 602      Detchd        1979          Unf          1        544         TA
## 603      Attchd        1992          Fin          2        506         TA
## 604      Detchd        2004          RFn          2        480         TA
## 605      Attchd        2002          RFn          2        530         TA
## 606      Attchd        1965          Unf          2        486         TA
## 607      Detchd        2000          Unf          2        576         TA
## 608      Attchd        1948          Unf          1        230         TA
## 609     Basment        1934          Unf          2        380         TA
## 610      Attchd        1961          Unf          1        261         TA
## 611      Attchd        2000          Fin          3        736         TA
## 612      Attchd        1978          Unf          2        564         TA
## 613     BuiltIn        2001          RFn          2        531         TA
## 614        <NA>          NA         <NA>          0          0       <NA>
## 615        <NA>          NA         <NA>          0          0       <NA>
## 616      Attchd        1963          RFn          2        480         TA
## 617      Attchd        2002          Fin          2        393         TA
## 618      Detchd        1962          Unf          2        528         TA
## 619      Attchd        2007          Unf          3        774         TA
## 620      Attchd        2003          Fin          3        749         TA
## 621        <NA>          NA         <NA>          0          0       <NA>
## 622      Attchd        1974          RFn          2        624         TA
## 623      Detchd        1986          Unf          2        484         TA
## 624      Detchd        2000          Unf          2        440         TA
## 625      Attchd        1972          RFn          2        484         TA
## 626      Attchd        1962          Unf          2        440         TA
## 627      Attchd        1960          RFn          1        286         TA
## 628     Basment        1955          RFn          1        364         TA
## 629      Attchd        1969          Unf          2        504         TA
## 630      Attchd        1964          RFn          2        520         TA
## 631      Detchd        1937          Unf          1        240         Fa
## 632      Attchd        2006          RFn          2        627         TA
## 633      Attchd        1977          Fin          2        544         TA
## 634      Attchd        1954          Unf          1        260         TA
## 635      Detchd        1980          Unf          2        576         TA
## 636        <NA>          NA         <NA>          0          0       <NA>
## 637        <NA>          NA         <NA>          0          0       <NA>
## 638     BuiltIn        1954          Unf          1        256         TA
## 639        <NA>          NA         <NA>          0          0       <NA>
## 640      Attchd        2006          Fin          3        648         TA
## 641      Attchd        2003          RFn          2        588         TA
## 642      Attchd        2001          Fin          2        650         TA
## 643      Attchd        1972          Fin          2        538         TA
## 644      Attchd        1969          Fin          2        462         TA
## 645      Attchd        2009          Fin          3        478         TA
## 646      Detchd        1979          Unf          2        576         TA
## 647      Detchd        1950          Unf          2        420         TA
## 648      Attchd        1953          RFn          2        495         TA
## 649      Attchd        1966          Unf          2        442         TA
## 650        <NA>          NA         <NA>          0          0       <NA>
## 651      Attchd        2007          RFn          2        562         TA
## 652      Detchd        1940          Unf          1        296         Fa
## 653      Attchd        1996          RFn          2        512         TA
## 654      Detchd        1906          Unf          1        216         TA
## 655      Attchd        1995          Fin          3        839         TA
## 656      Detchd        1971          Unf          1        264         TA
## 657      Attchd        1959          RFn          1        312         TA
## 658      Attchd        1931          RFn          1        270         TA
## 659      Attchd        1948          Unf          1        330         TA
## 660      Detchd        1968          Fin          2        480         TA
## 661      Attchd        1976          RFn          2        550         TA
## 662      Attchd        1994          RFn          3        711         TA
## 663      Attchd        1968          RFn          2        576         TA
## 664      Detchd        1974          RFn          2        588         TA
## 665      Attchd        2005          Fin          3       1134         TA
## 666      Attchd        2000          RFn          2        504         TA
## 667     CarPort        1965          Unf          2        596         TA
## 668      Attchd        1994          RFn          2        575         TA
## 669      Detchd        1999          Unf          2        576         TA
## 670      Detchd        1922          Unf          1        252         TA
## 671      Attchd        2005          Fin          2        540         TA
## 672      Detchd        1930          Unf          1        300         TA
## 673      Attchd        1977          RFn          2        546         TA
## 674      Attchd        1957          Fin          2        416         TA
## 675      Attchd        1965          RFn          1        384         TA
## 676      Attchd        1978          Unf          2        440         TA
## 677      2Types        1920          Unf          3        779         Fa
## 678      Detchd        1924          Unf          1        240         Fa
## 679      Attchd        2008          Fin          3        834         TA
## 680      Detchd        1963          Unf          2        572         TA
## 681      Attchd        1980          RFn          1        264         TA
## 682      Detchd        1968          Unf          1        281         TA
## 683      Attchd        1996          Unf          2        431         TA
## 684      Attchd        2002          Fin          3        702         TA
## 685      Attchd        1998          Fin          2        486         TA
## 686      Attchd        1984          Fin          2        577         TA
## 687      Attchd        2007          Fin          2        578         TA
## 688      Detchd        2004          Unf          2        480         TA
## 689      Attchd        2007          RFn          2        567         TA
## 690      Attchd        2005          RFn          2        460         TA
## 691      Attchd        2004          RFn          2        420         TA
## 692      Attchd        1994          Fin          3        832         TA
## 693      Attchd        1989          RFn          2        628         TA
## 694      Detchd        1968          Unf          1        326         TA
## 695      Detchd        1995          Unf          2        576         TA
## 696      Attchd        1987          Unf          2        551         TA
## 697      Detchd        1921          Unf          1        205         TA
## 698      Detchd        1952          Unf          1        308         TA
## 699      Detchd        1973          Unf          1        336         TA
## 700      Attchd        2004          RFn          2        530         TA
## 701      Attchd        2002          Fin          3        765         TA
## 702      Attchd        1969          Unf          2        528         TA
## 703     BuiltIn        2006          Fin          3        666         TA
## 704      Detchd        1999          Unf          2        672         TA
## 705      Attchd        2004          RFn          2        606         TA
## 706        <NA>          NA         <NA>          0          0       <NA>
## 707      Attchd        1971          Unf          2        739         TA
## 708      Attchd        2006          Fin          2        550         TA
## 709      Attchd        2007          Fin          2        400         TA
## 710      Attchd        1966          Unf          1        408         TA
## 711        <NA>          NA         <NA>          0          0       <NA>
## 712      Detchd        1964          RFn          1        384         TA
## 713      Attchd        1988          Fin          2        472         TA
## 714      Detchd        1970          Unf          2        576         TA
## 715      Attchd        1976          RFn          2        475         TA
## 716      Attchd        1974          RFn          2        478         TA
## 717      Detchd        1996          Unf          2        704         TA
## 718      Attchd        1973          Unf          2        439         TA
## 719      Attchd        1993          RFn          3        983         TA
## 720      Attchd        1969          Unf          1        300         TA
## 721      Attchd        1985          RFn          2        564         TA
## 722      Attchd        2004          RFn          2        420         TA
## 723      Detchd        1994          Unf          2        463         TA
## 724      Detchd        1958          Unf          1        548         TA
## 725      Attchd        2007          Fin          3        768         TA
## 726      Detchd        1989          Unf          2        660         TA
## 727      Attchd        1988          Fin          2        540         TA
## 728      Attchd        2007          RFn          2        632         TA
## 729      Detchd        1968          Unf          3        888         TA
## 730      Detchd        1962          Unf          2        539         TA
## 731      Attchd        1995          RFn          2        608         TA
## 732      Attchd        2003          Fin          2        438         TA
## 733      Attchd        1998          Fin          2        541         TA
## 734      Attchd        1961          RFn          1        264         TA
## 735      Attchd        1968          Unf          1        300         TA
## 736      Detchd        1914          Unf          2        320         TA
## 737      Detchd        1949          Unf          2        400         TA
## 738      Attchd        2005          Fin          3        800         TA
## 739        <NA>          NA         <NA>          0          0       <NA>
## 740      Attchd        2004          RFn          2        572         TA
## 741      Detchd        1910          Unf          2        360         TA
## 742      Detchd        1962          Unf          1        288         TA
## 743      Attchd        2000          Unf          2        539         TA
## 744      Attchd        1997          RFn          2        480         TA
## 745      Attchd        1993          RFn          2        462         TA
## 746     BuiltIn        1994          Fin          2        831         TA
## 747     BuiltIn        2000          Fin          2        554         TA
## 748      Detchd        1950          Unf          4        864         TA
## 749      Attchd        1996          Fin          2        527         TA
## 750      Detchd        1945          Unf          1        240         TA
## 751        <NA>          NA         <NA>          0          0       <NA>
## 752      Attchd        2003          Fin          2        400         TA
## 753      Attchd        1997          RFn          2        576         TA
## 754      Attchd        2005          RFn          3        878         TA
## 755      Detchd        1969          RFn          2        440         TA
## 756      Detchd        1999          Unf          2        440         TA
## 757      Attchd        2007          RFn          2        578         TA
## 758      Attchd        1978          Fin          2        440         TA
## 759      Detchd        1999          Unf          2        440         TA
## 760      Attchd        1995          RFn          3        752         TA
## 761      Detchd        2008          Unf          1        300         Ex
## 762      Detchd        1965          Unf          2        440         TA
## 763      Attchd        2009          Unf          2        614         TA
## 764      Attchd        1999          RFn          3        856         TA
## 765      Attchd        1995          Fin          2        481         TA
## 766      Attchd        2008          Fin          2        592         TA
## 767      Attchd        1988          Unf          2        496         TA
## 768      Attchd        1989          Unf          1        423         TA
## 769      Attchd        2004          Fin          2        484         TA
## 770     BuiltIn        2003          Fin          3        841         TA
## 771      Detchd        1983          Unf          2        576         TA
## 772      Detchd        1951          Unf          2        396         TA
## 773      Detchd        1976          Unf          2        672         TA
## 774      Attchd        1958          RFn          1        275         TA
## 775      Attchd        2006          Fin          3        895         TA
## 776      Attchd        1998          Fin          2        412         TA
## 777      Attchd        2005          RFn          3        865         TA
## 778      Attchd        1974          Unf          2        440         TA
## 779      Detchd        1977          Unf          2        630         TA
## 780      Attchd        1977          Unf          2        504         TA
## 781      Attchd        1995          Fin          2        402         TA
## 782      Attchd        1992          RFn          2        484         TA
## 783      Attchd        2001          RFn          2        605         TA
## 784      Attchd        1978          Fin          2        602         TA
## 785        <NA>          NA         <NA>          0          0       <NA>
## 786      Attchd        1967          Unf          2        457         TA
## 787      Detchd        1961          Unf          1        416         TA
## 788     BuiltIn        2004          RFn          2        618         TA
## 789      Detchd        1954          Unf          1        281         Fa
## 790      Attchd        1966          Fin          2        444         TA
## 791      Attchd        2005          Fin          2        397         TA
## 792      Attchd        1976          RFn          2        539         TA
## 793      Attchd        1997          Unf          2        455         TA
## 794      Attchd        2007          Fin          2        474         TA
## 795      Attchd        1994          Fin          2        409         TA
## 796      Attchd        1980          Unf          2        476         TA
## 797      Attchd        1977          RFn          2        528         TA
## 798      Attchd        1953          Unf          1        240         TA
## 799     BuiltIn        2009          Fin          3        820         TA
## 800      Detchd        1939          Unf          1        240         TA
## 801      Attchd        1997          RFn          2        603         TA
## 802      Detchd        1957          Unf          2        440         TA
## 803      Attchd        2005          Fin          2        410         TA
## 804     BuiltIn        2009          RFn          3       1020         TA
## 805      Attchd        1954          Unf          1        286         TA
## 806      Attchd        2008          RFn          2        554         TA
## 807      Attchd        1967          Fin          1        384         TA
## 808      Attchd        1923          RFn          2        528         TA
## 809      Attchd        1966          RFn          2        484         TA
## 810      Detchd        1910          Unf          2        360         Fa
## 811      Attchd        1974          RFn          2        484         TA
## 812      Attchd        2004          Fin          2        420         TA
## 813     Basment        1952          Unf          2        504         TA
## 814      Attchd        1958          RFn          1        301         TA
## 815      Detchd        1955          Unf          1        280         TA
## 816      Attchd        1998          RFn          2        598         TA
## 817      Attchd        1954          RFn          1        275         TA
## 818      Attchd        2002          RFn          3        857         TA
## 819      Attchd        1971          Unf          2        440         TA
## 820      Attchd        2010          RFn          2        484         TA
## 821      Attchd        2003          RFn          2        595         TA
## 822      Detchd        1974          Unf          2        576         TA
## 823     BuiltIn        2003          Fin          2        433         TA
## 824      Detchd        1940          Unf          1        240         TA
## 825      Attchd        2006          RFn          2        776         TA
## 826      Attchd        2007          Fin          3       1220         TA
## 827        <NA>          NA         <NA>          0          0       <NA>
## 828      Attchd        2001          RFn          2        527         TA
## 829      Attchd        1967          Fin          2        538         TA
## 830      Detchd        2005          RFn          2        480         TA
## 831      Attchd        1957          RFn          2        458         TA
## 832      Detchd        2005          RFn          2        480         TA
## 833      Attchd        2003          RFn          2        613         TA
## 834      Attchd        1964          RFn          2        472         TA
## 835      Attchd        1961          Unf          2        456         TA
## 836      Attchd        1996          Unf          2        436         TA
## 837      Detchd        1948          Unf          2        812         TA
## 838      Detchd        1973          Unf          1        264         TA
## 839      Attchd        1999          Unf          1        352         TA
## 840      Detchd        1946          Unf          1        240         TA
## 841      Detchd        1934          Unf          1        400         TA
## 842      Detchd        1983          Unf          2        686         Gd
## 843      Attchd        1966          RFn          2        490         Gd
## 844        <NA>          NA         <NA>          0          0       <NA>
## 845      Detchd        1949          Unf          3        720         TA
## 846     Basment        1975          Fin          2        611         TA
## 847      Attchd        1993          Unf          2        425         TA
## 848      Attchd        1972          Unf          1        338         TA
## 849      Detchd        1908          Unf          2        360         Fa
## 850      Attchd        1976          RFn          2        512         TA
## 851      Attchd        2003          Fin          2        420         TA
## 852      Attchd        2003          Fin          2        400         TA
## 853      Detchd        1941          Unf          1        240         TA
## 854      Attchd        1964          RFn          2        645         TA
## 855      Attchd        1955          Unf          2        454         TA
## 856      Detchd        1962          Unf          1        260         TA
## 857      Detchd        1981          Unf          2        576         TA
## 858      Attchd        1994          Fin          2        343         TA
## 859      Attchd        1976          RFn          2        479         TA
## 860      Attchd        1968          Unf          2        619         TA
## 861      Detchd        1925          Unf          1        216         TA
## 862      Attchd        1965          Unf          2        504         TA
## 863      Attchd        1986          Unf          2        480         TA
## 864      Attchd        1959          Unf          1        672         TA
## 865      Attchd        2008          Fin          2        529         TA
## 866      Detchd        1973          Unf          2        902         TA
## 867      Attchd        2007          RFn          3        870         TA
## 868      Attchd        1961          RFn          2        544         TA
## 869      Attchd        1979          Unf          2        672         TA
## 870      Attchd        1993          Fin          2        574         TA
## 871      Detchd        1962          Unf          1        308         TA
## 872      Attchd        1998          RFn          2        523         TA
## 873      Attchd        1953          Unf          2        414         TA
## 874      Attchd        1949          Unf          1        288         TA
## 875      Detchd        1941          Unf          1        200         TA
## 876     BuiltIn        2007          Fin          2        550         TA
## 877      Attchd        1963          Unf          2        648         TA
## 878      Attchd        2004          Fin          3        738         TA
## 879      Detchd        1987          Unf          2        576         TA
## 880      Attchd        1978          Unf          1        336         TA
## 881      Attchd        2005          Fin          2        450         TA
## 882      Attchd        1990          RFn          2        400         TA
## 883     BuiltIn        1993          RFn          2        389         TA
## 884      Detchd        1997          Unf          1        440         TA
## 885      Attchd        1967          RFn          1        288         TA
## 886      Attchd        1999          Fin          2        506         TA
## 887      Attchd        2005          Fin          2        588         TA
## 888      Attchd        1955          Unf          1        300         TA
## 889      Attchd        1970          Unf          2        621         TA
## 890      Attchd        1953          RFn          2        505         TA
## 891      Detchd        2003          Unf          2        576         TA
## 892      Attchd        1978          RFn          2        440         TA
## 893      Attchd        1963          RFn          1        264         TA
## 894      Attchd        1954          Unf          1        354         TA
## 895      Attchd        1979          Unf          2        400         TA
## 896      Attchd        1963          RFn          2        483         TA
## 897      Detchd        1936          Unf          1        327         TA
## 898      Detchd        1979          Unf          2        528         TA
## 899      Attchd        2009          Fin          3        820         TA
## 900      Attchd        1961          Unf          1        288         TA
## 901      Detchd        1979          Unf          1        684         TA
## 902      Detchd        1968          Unf          1        756         TA
## 903      Attchd        2003          Fin          2        393         TA
## 904      Attchd        2006          RFn          3        690         TA
## 905      Attchd        1967          Unf          1        288         TA
## 906      Attchd        1954          RFn          1        280         TA
## 907      Attchd        2006          RFn          3        865         TA
## 908      Attchd        1936          Fin          1        180         Fa
## 909      Attchd        1983          Unf          2        484         TA
## 910      Attchd        2005          Fin          2        390         TA
## 911      Detchd        1960          Unf          2        480         TA
## 912      Detchd        1978          Unf          1        252         TA
## 913      Detchd        1925          Unf          1        450         TA
## 914      2Types        1949          Unf          3        871         TA
## 915      Detchd        2009          RFn          2        528         TA
## 916      Attchd        1970          Unf          1        286         TA
## 917      Detchd        1958          Unf          1        308         TA
## 918      Attchd        1956          RFn          1        284         TA
## 919      Attchd        1991          RFn          3        833         TA
## 920      Attchd        1990          Unf          2        601         TA
## 921      Attchd        1994          RFn          2        471         TA
## 922        <NA>          NA         <NA>          0          0       <NA>
## 923      Attchd        2005          Fin          2        397         TA
## 924      Attchd        1993          RFn          2        533         TA
## 925      Attchd        1980          Unf          2        612         TA
## 926      Attchd        1977          RFn          2        540         TA
## 927     BuiltIn        2003          Fin          3        656         TA
## 928      Attchd        1968          RFn          2        486         TA
## 929      Attchd        2001          RFn          2        522         TA
## 930     BuiltIn        1997          Fin          2        642         TA
## 931      Attchd        2007          Fin          3        610         TA
## 932      Detchd        1965          Unf          1        429         TA
## 933      Attchd        2006          Fin          3        788         TA
## 934      Attchd        2004          RFn          2        570         TA
## 935      Attchd        1960          RFn          2        505         TA
## 936      Detchd        1953          Unf          2        528         TA
## 937      Attchd        2003          RFn          2        555         TA
## 938      Attchd        2005          RFn          2        689         TA
## 939      Attchd        2006          RFn          3        868         TA
## 940      Attchd        1940          Unf          1        349         TA
## 941      Attchd        1976          Unf          2        574         TA
## 942     BuiltIn        1999          RFn          2        390         TA
## 943        <NA>          NA         <NA>          0          0       <NA>
## 944      Attchd        1967          Unf          2        576         TA
## 945     Basment        1958          RFn          2        525         TA
## 946      Detchd        1963          Unf          2        456         TA
## 947      Attchd        1959          RFn          1        796         TA
## 948      Attchd        2002          Fin          3        808         TA
## 949      Attchd        2002          RFn          2        474         TA
## 950      Attchd        1972          RFn          2        676         TA
## 951      Detchd        1980          RFn          2        720         TA
## 952      Detchd        1979          Unf          1        300         TA
## 953      Detchd        1974          Fin          1        396         TA
## 954      Attchd        1969          RFn          2        530         TA
## 955        <NA>          NA         <NA>          0          0       <NA>
## 956      Attchd        1946          Unf          2        492         TA
## 957      Attchd        1980          Fin          2        462         TA
## 958      Detchd        1977          Fin          2        576         TA
## 959      Attchd        2003          RFn          2        531         TA
## 960      Detchd        1999          Unf          2        484         TA
## 961        <NA>          NA         <NA>          0          0       <NA>
## 962      Attchd        1977          Fin          2        619         TA
## 963      Detchd        1976          Unf          2        440         TA
## 964      Attchd        2007          Fin          2        702         TA
## 965     BuiltIn        2002          Fin          2        510         TA
## 966      Attchd        2005          Fin          2        393         TA
## 967      Detchd        1940          Unf          1        256         TA
## 968      Attchd        1955          Unf          1        260         TA
## 969        <NA>          NA         <NA>          0          0       <NA>
## 970      Attchd        1958          RFn          1        264         TA
## 971        <NA>          NA         <NA>          0          0       <NA>
## 972     BuiltIn        2003          RFn          2        474         TA
## 973      Attchd        1979          Unf          1        264         TA
## 974      Attchd        2007          Fin          2        480         TA
## 975      Detchd        1997          Unf          2        532         TA
## 976      Detchd        2000          Unf          2        490         TA
## 977        <NA>          NA         <NA>          0          0       <NA>
## 978      Attchd        2007          Fin          2        569         TA
## 979      Detchd        1999          Unf          2        400         TA
## 980      Detchd        1963          Unf          2        480         TA
## 981      Attchd        1961          RFn          2        588         TA
## 982      Attchd        1998          Fin          3        676         TA
## 983      Attchd        2007          Fin          2        388         TA
## 984      Attchd        2002          Unf          2        779         TA
## 985      Attchd        1977          Unf          2        539         TA
## 986      Detchd        1950          Unf          1        240         TA
## 987      Attchd        1950          Unf          1        255         Fa
## 988      Attchd        2010          Fin          3        606         TA
## 989      Attchd        1976          Fin          2        551         TA
## 990      Attchd        2006          RFn          2        614         TA
## 991      Attchd        1997          Fin          3        870         TA
## 992      Attchd        1925          Unf          2        424         TA
## 993      Attchd        1964          RFn          2        440         TA
## 994      Attchd        2005          RFn          2        564         TA
## 995      Attchd        2008          Fin          3        786         TA
## 996      Detchd        1946          Unf          1        305         TA
## 997      Attchd        1961          Unf          1        368         TA
## 998      Attchd        1970          RFn          2        615         TA
## 999      Detchd        1922          Unf          1        210         TA
## 1000     Attchd        2006          RFn          2        632         TA
## 1001     Detchd        1956          Unf          2        528         TA
## 1002     Detchd        1920          Unf          1        216         Fa
## 1003     Attchd        2006          RFn          3        824         TA
## 1004     Detchd        1976          Unf          2        528         TA
## 1005     Attchd        2005          Fin          2        457         TA
## 1006     Attchd        1977          Unf          1        328         TA
## 1007     Attchd        1970          Unf          2        484         TA
## 1008     Attchd        1970          RFn          1        286         TA
## 1009     Attchd        2004          Fin          2        550         TA
## 1010       <NA>          NA         <NA>          0          0       <NA>
## 1011     Attchd        1948          Unf          1        312         TA
## 1012       <NA>          NA         <NA>          0          0       <NA>
## 1013     Detchd        1923          Unf          1        180         TA
## 1014     Detchd        1956          Unf          1        280         TA
## 1015     Detchd        1948          Unf          1        240         TA
## 1016     Attchd        2001          Fin          2        528         TA
## 1017     Attchd        1996          Fin          2        478         TA
## 1018     Attchd        1984          RFn          2        565         TA
## 1019     Attchd        1991          RFn          2        402         TA
## 1020     Attchd        2005          Fin          2        440         TA
## 1021     Attchd        2005          Fin          2        451         TA
## 1022     Attchd        2006          RFn          2        632         TA
## 1023     Detchd        1957          Unf          1        160         Fa
## 1024     Attchd        2005          Fin          2        437         TA
## 1025     Attchd        1976          Fin          2        665         TA
## 1026     Detchd        1980          Unf          2        461         TA
## 1027     Attchd        1960          Unf          2        461         TA
## 1028     Attchd        2008          RFn          3        800         TA
## 1029     Attchd        1941          Unf          1        240         TA
## 1030     Detchd        1972          Unf          1        264         TA
## 1031       <NA>          NA         <NA>          0          0       <NA>
## 1032    Basment        1970          Fin          2        672         TA
## 1033     Attchd        1993          RFn          3        796         TA
## 1034     Attchd        2002          Unf          3        900         TA
## 1035    Basment        1938          Unf          1        240         Fa
## 1036     Detchd        1957          Unf          1        290         TA
## 1037     Attchd        2008          Fin          3        912         TA
## 1038    BuiltIn        2001          Fin          2        905         TA
## 1039       <NA>          NA         <NA>          0          0       <NA>
## 1040     Attchd        1970          Unf          1        286         TA
## 1041     Attchd        1957          RFn          2        484         TA
## 1042     Attchd        1966          Unf          2        484         TA
## 1043     Attchd        2005          RFn          2        624         TA
## 1044     Attchd        1990          Unf          2        514         TA
## 1045     Attchd        1981          Fin          2        542         TA
## 1046     Attchd        1955          Unf          2        452         TA
## 1047    BuiltIn        2005          Fin          3        716         TA
## 1048     Detchd        1996          Unf          2        672         TA
## 1049     Attchd        1960          Unf          2        336         TA
## 1050     Detchd        1946          Unf          1        308         TA
## 1051     Attchd        2007          Fin          2        436         TA
## 1052     Attchd        2007          Fin          2        440         TA
## 1053     Attchd        1964          RFn          2        540         TA
## 1054    Basment        1957          Unf          1        364         TA
## 1055     Attchd        2002          Fin          2        586         TA
## 1056     Attchd        1976          Fin          2        478         TA
## 1057     Attchd        2005          RFn          2        484         TA
## 1058    BuiltIn        1994          Fin          2        467         TA
## 1059     Attchd        2008          Fin          3        836         TA
## 1060     Detchd        1977          Unf          2        432         TA
## 1061     Attchd        2001          Fin          2        582         TA
## 1062     Detchd        1994          RFn          3       1248         TA
## 1063     Detchd        1945          Unf          2        560         TA
## 1064     Detchd        1976          Unf          2        440         TA
## 1065     Attchd        1966          RFn          2        480         TA
## 1066     Attchd        1996          RFn          2        533         TA
## 1067     Attchd        1993          RFn          2        380         TA
## 1068     Attchd        1964          RFn          2        442         TA
## 1069     Attchd        1973          Fin          2        576         TA
## 1070     Detchd        1985          Unf          2        576         TA
## 1071     Attchd        1956          Unf          1        286         TA
## 1072     Attchd        1968          Unf          2        441         TA
## 1073     Detchd        1954          Unf          1        280         TA
## 1074     Attchd        1977          Fin          2        440         TA
## 1075     Attchd        2006          RFn          3        826         TA
## 1076     Attchd        1940          Unf          1        240         TA
## 1077     Attchd        1950          Unf          2        566         TA
## 1078     Attchd        1969          Fin          1        299         TA
## 1079     Attchd        2004          RFn          2        420         TA
## 1080     Attchd        1996          Unf          1        299         TA
## 1081     Attchd        1971          RFn          2        528         TA
## 1082     Attchd        1963          Fin          1        308         TA
## 1083     Attchd        2002          RFn          2        527         TA
## 1084     Attchd        1964          RFn          1        461         TA
## 1085     Attchd        1995          Fin          2        409         TA
## 1086     Attchd        1992          Unf          2        564         TA
## 1087     Attchd        1973          RFn          1        286         TA
## 1088     Attchd        2005          RFn          3       1043         TA
## 1089     Detchd        2004          Unf          2        380         TA
## 1090     Attchd        2005          Fin          2        550         TA
## 1091     Detchd        1987          Unf          2        400         TA
## 1092     Detchd        1999          Unf          2        462         TA
## 1093     Detchd        1925          Unf          2        576         TA
## 1094     Detchd        1977          Unf          2        884         TA
## 1095     Attchd        1956          Fin          1        308         TA
## 1096     Attchd        2006          RFn          2        440         TA
## 1097       <NA>          NA         <NA>          0          0       <NA>
## 1098     Attchd        1987          RFn          2        461         TA
## 1099     Detchd        1936          Unf          1        240         TA
## 1100     Attchd        1978          RFn          2        478         TA
## 1101     Detchd        1930          Unf          1        246         TA
## 1102     Detchd        1981          Unf          1        280         TA
## 1103     Attchd        1960          RFn          1        254         TA
## 1104    BuiltIn        1954          Fin          2        539         TA
## 1105     Detchd        1970          Unf          2        440         TA
## 1106     Attchd        1994          RFn          2        712         TA
## 1107     Attchd        1990          Fin          2        719         TA
## 1108    BuiltIn        2006          RFn          2        422         TA
## 1109     Attchd        2000          RFn          2        463         TA
## 1110     Attchd        2004          Fin          3        862         TA
## 1111     Attchd        1995          Fin          2        431         TA
## 1112     Attchd        1976          RFn          2        483         TA
## 1113     Detchd        1957          Unf          1        308         TA
## 1114     Attchd        1953          Unf          1        240         TA
## 1115     Detchd        1955          Unf          1        326         TA
## 1116     Attchd        2007          RFn          3        928         TA
## 1117    BuiltIn        2002          Fin          2        527         TA
## 1118     Attchd        1967          RFn          2        450         TA
## 1119    BuiltIn        1958          RFn          1        300         TA
## 1120     Attchd        1959          RFn          1        286         TA
## 1121     Detchd        1920          Unf          1        308         TA
## 1122     Attchd        2005          RFn          3        782         TA
## 1123    Basment        1956          Unf          1        288         TA
## 1124       <NA>          NA         <NA>          0          0       <NA>
## 1125     Attchd        1992          Fin          2        392         TA
## 1126     Detchd        1977          Unf          2        672         Fa
## 1127     Attchd        2007          Fin          3        660         TA
## 1128     Attchd        2004          Fin          3        630         TA
## 1129    BuiltIn        2004          Fin          2        434         TA
## 1130     Detchd        1980          Unf          2        672         TA
## 1131     Detchd        1981          Unf          2        576         TA
## 1132       <NA>          NA         <NA>          0          0       <NA>
## 1133     Detchd        1930          Unf          1        205         Fa
## 1134     Attchd        1995          RFn          2        466         TA
## 1135     Attchd        1997          Fin          2        460         TA
## 1136     Detchd        1926          Unf          1        180         TA
## 1137     Attchd        1950          Unf          1        288         TA
## 1138       <NA>          NA         <NA>          0          0       <NA>
## 1139     Attchd        1977          RFn          2        714         TA
## 1140     Detchd        1972          Unf          2        495         TA
## 1141     Detchd        1988          Unf          2        840         TA
## 1142     Attchd        1976          Unf          2        484         TA
## 1143    BuiltIn        2006          RFn          3       1052         TA
## 1144       <NA>          NA         <NA>          0          0       <NA>
## 1145     Detchd        1941          Unf          1        280         TA
## 1146     Detchd        1928          Unf          1        225         TA
## 1147     Attchd        1985          Unf          2        403         TA
## 1148     Attchd        1941          Unf          1        234         TA
## 1149     Detchd        1982          Unf          1        288         TA
## 1150     Detchd        1930          Unf          2        324         TA
## 1151     Attchd        1950          Unf          1        306         TA
## 1152     Attchd        1959          Fin          2        528         TA
## 1153     Attchd        1956          Fin          2        470         TA
## 1154     Detchd        2002          Unf          1        432         TA
## 1155     Attchd        1965          Unf          2        492         TA
## 1156     Attchd        1976          RFn          2        528         TA
## 1157     Attchd        1965          RFn          2        502         TA
## 1158     Attchd        2008          RFn          2        626         TA
## 1159     Attchd        2008          RFn          3        830         TA
## 1160     Attchd        1974          RFn          2        540         Gd
## 1161     Attchd        1978          Unf          2        440         TA
## 1162     Detchd        1993          Unf          2        924         TA
## 1163     Attchd        1968          Fin          2        450         TA
## 1164    CarPort        1969          Unf          2        400         Fa
## 1165     Attchd        1978          Unf          2        588         TA
## 1166     Attchd        2009          RFn          2        644         TA
## 1167     Attchd        2008          RFn          3        776         TA
## 1168     Attchd        2000          Fin          2        472         TA
## 1169    Basment        1935          Unf          2        540         TA
## 1170     Attchd        1995          Fin          3        807         TA
## 1171     Attchd        1977          Fin          1        358         TA
## 1172     Attchd        1958          RFn          2        433         TA
## 1173     Detchd        2006          Fin          2        625         TA
## 1174       <NA>          NA         <NA>          0          0       <NA>
## 1175     Detchd        1932          Unf          2        360         TA
## 1176     Attchd        1992          Fin          2        541         TA
## 1177     Attchd        1984          Unf          1        264         TA
## 1178     Detchd        1926          Unf          1        210         TA
## 1179     Detchd        1921          Unf          1        186         Fa
## 1180       <NA>          NA         <NA>          0          0       <NA>
## 1181     Attchd        1990          Fin          2        693         TA
## 1182     Attchd        2008          Fin          2        482         TA
## 1183     Attchd        1996          Fin          3        813         TA
## 1184     Detchd        1970          Unf          2        720         TA
## 1185     2Types        1963          RFn          3        995         TA
## 1186     Attchd        1965          Unf          1        392         TA
## 1187    CarPort        1920          Unf          2        420         Fa
## 1188     Attchd        1994          RFn          3        757         TA
## 1189     Attchd        2002          RFn          2        493         TA
## 1190     Attchd        1999          Fin          2        442         TA
## 1191     2Types        1975          Fin          4       1356         TA
## 1192     Detchd        1999          Unf          2        492         TA
## 1193     Detchd        1925          Unf          1        250         TA
## 1194     Attchd        1999          Fin          2        402         TA
## 1195     Attchd        1969          Fin          1        299         TA
## 1196     Attchd        2005          Fin          2        400         TA
## 1197    BuiltIn        2006          Fin          3        660         TA
## 1198     Detchd        1916          Unf          1        225         TA
## 1199     Attchd        2001          RFn          2        573         TA
## 1200     Attchd        1974          Unf          2        459         TA
## 1201     Attchd        1972          Unf          1        280         TA
## 1202     Attchd        1998          RFn          2        546         TA
## 1203     Detchd        1960          Unf          1        216         TA
## 1204     Attchd        2000          Unf          2        451         TA
## 1205     Attchd        1975          RFn          2        495         TA
## 1206     Attchd        1990          RFn          3        701         TA
## 1207     Detchd        1966          Unf          1        384         TA
## 1208     Attchd        2003          RFn          2        544         TA
## 1209     Detchd        1980          Unf          2        506         TA
## 1210     Attchd        2006          RFn          2        500         TA
## 1211     Attchd        1992          RFn          2        462         TA
## 1212    Basment        1988          RFn          2        492         TA
## 1213     Attchd        1941          Unf          1        234         TA
## 1214     Attchd        1965          Unf          1        364         TA
## 1215     Attchd        1962          Unf          1        300         TA
## 1216     Detchd        1966          RFn          1        384         TA
## 1217     Attchd        1978          Unf          2        539         TA
## 1218     Attchd        2009          RFn          2        552         TA
## 1219       <NA>          NA         <NA>          0          0       <NA>
##      GarageCond PavedDrive WoodDeckSF OpenPorchSF EnclosedPorch X3SsnPorch
## 1            TA          Y          0          61             0          0
## 2            TA          Y        298           0             0          0
## 3            TA          Y          0          42             0          0
## 4            TA          Y          0          35           272          0
## 5            TA          Y        192          84             0          0
## 6            TA          Y         40          30             0        320
## 7            TA          Y        255          57             0          0
## 8            TA          Y        235         204           228          0
## 9            TA          Y         90           0           205          0
## 10           TA          Y          0           4             0          0
## 11           TA          Y          0           0             0          0
## 12           TA          Y        147          21             0          0
## 13           TA          Y        140           0             0          0
## 14           TA          Y        160          33             0          0
## 15           TA          Y          0         213           176          0
## 16           TA          Y         48         112             0          0
## 17           TA          Y          0           0             0          0
## 18           TA          Y          0           0             0          0
## 19           TA          Y          0         102             0          0
## 20           TA          Y          0           0             0          0
## 21           TA          Y        240         154             0          0
## 22           TA          N          0           0           205          0
## 23           TA          Y        171         159             0          0
## 24           TA          Y        100         110             0          0
## 25           TA          Y        406          90             0          0
## 26           TA          Y          0          56             0          0
## 27           TA          Y        222          32             0          0
## 28           TA          Y          0          50             0          0
## 29           TA          Y        288         258             0          0
## 30           TA          Y         49           0            87          0
## 31           Fa          N          0          54           172          0
## 32           TA          Y          0          65             0          0
## 33           TA          Y          0          30             0          0
## 34           TA          Y          0          38             0          0
## 35           TA          Y        203          47             0          0
## 36           TA          Y        113          32             0          0
## 37           TA          Y        392          64             0          0
## 38           TA          Y          0           0             0          0
## 39           TA          Y          0          52             0          0
## 40         <NA>          N          0           0             0          0
## 41           TA          Y          0         138             0          0
## 42           TA          P          0         104             0          0
## 43           Gd          Y        240           0             0          0
## 44           TA          Y        145           0             0          0
## 45           TA          Y          0           0             0          0
## 46           TA          Y        196          82             0          0
## 47           TA          Y        168          43             0          0
## 48           TA          Y          0         146             0          0
## 49         <NA>          N          0           0           102          0
## 50           TA          Y          0           0             0          0
## 51           TA          Y          0          75             0          0
## 52           TA          Y        112           0             0          0
## 53           TA          Y        106           0             0          0
## 54           TA          Y        857          72             0          0
## 55           TA          Y          0          50             0          0
## 56           TA          Y          0           0             0        407
## 57           TA          Y        115           0             0          0
## 58           TA          Y          0          70             0          0
## 59           TA          Y        192           0            37          0
## 60           TA          Y        196           0             0          0
## 61           TA          Y          0          50             0          0
## 62           TA          N          0           0           144          0
## 63           TA          Y        120          49             0          0
## 64           TA          Y         12          11            64          0
## 65           TA          Y        576          36             0          0
## 66           TA          Y        192         151             0          0
## 67           TA          Y        301           0             0          0
## 68           TA          Y        144          29             0          0
## 69           TA          Y          0           0             0          0
## 70           TA          Y          0          21           114          0
## 71           TA          Y        300           0             0          0
## 72           TA          Y          0           0             0          0
## 73           TA          Y          0          94             0          0
## 74           TA          Y          0           0             0          0
## 75           TA          Y          0           0           202          0
## 76           TA          Y        120         101             0          0
## 77           TA          Y          0           0             0          0
## 78           TA          Y          0           0             0          0
## 79         <NA>          Y          0           0             0          0
## 80           TA          Y         74           0           128          0
## 81           TA          Y          0          72             0          0
## 82           TA          Y          0         199             0          0
## 83           TA          Y        144          99             0          0
## 84           TA          Y         74           0             0          0
## 85           TA          Y        120          72             0          0
## 86           TA          Y        127          82             0          0
## 87           TA          Y        100          38             0          0
## 88           TA          Y          0         234             0          0
## 89         <NA>          N          0           0           156          0
## 90         <NA>          Y          0           0             0          0
## 91           TA          Y          0          29             0          0
## 92           TA          Y          0           0             0          0
## 93           TA          Y          0           0            44          0
## 94           TA          Y          0           0             0          0
## 95           TA          Y          0         162             0          0
## 96           TA          Y        232          63             0          0
## 97           TA          Y        158          29             0          0
## 98           TA          P        120           0             0          0
## 99           TA          Y          0           0            77          0
## 100        <NA>          Y        352           0             0          0
## 101          TA          Y        168          68             0          0
## 102          TA          Y        192          46             0          0
## 103          TA          Y          0           0             0          0
## 104          TA          Y          0          36             0          0
## 105          TA          Y          0           0             0          0
## 106          TA          Y        140          45             0          0
## 107          Fa          N          0           0             0          0
## 108          TA          Y          0           0             0          0
## 109        <NA>          N          0           0           144          0
## 110          TA          Y          0         122             0          0
## 111          TA          Y        182           0             0          0
## 112          TA          Y        180           0             0          0
## 113          TA          Y        120         184             0          0
## 114          TA          Y        166         120           192          0
## 115          TA          Y        224           0             0          0
## 116          TA          Y          0          32             0          0
## 117          TA          Y          0          20           144          0
## 118          TA          Y         80          64             0          0
## 119          TA          Y        367           0             0          0
## 120          TA          Y          0          24             0          0
## 121          TA          Y          0         130             0        130
## 122          TA          P          0           0           140          0
## 123          TA          Y          0           0             0          0
## 124          TA          Y          0          63             0          0
## 125          TA          Y        192           0             0          0
## 126        <NA>          N         53           0             0          0
## 127          TA          Y          0         205             0          0
## 128        <NA>          N          0           0             0          0
## 129          TA          Y        188         108             0          0
## 130          TA          Y          0          80             0        180
## 131          TA          Y        105          66             0          0
## 132          TA          Y         24          48             0          0
## 133          TA          Y          0           0             0          0
## 134          TA          Y        192          25             0          0
## 135          TA          Y          0          96           180          0
## 136          TA          Y         98           0             0          0
## 137          TA          Y          0         111             0          0
## 138          TA          Y          0           0             0          0
## 139          TA          Y        224         106             0          0
## 140          TA          Y        276          99             0          0
## 141        <NA>          Y          0           0             0          0
## 142          TA          Y        160          24             0          0
## 143          TA          Y          0           0             0          0
## 144          TA          Y        144          29             0          0
## 145          TA          Y          0           0             0          0
## 146          TA          Y          0          40             0          0
## 147          TA          Y         48           0             0          0
## 148          TA          Y        144          48             0          0
## 149        <NA>          Y          0           0             0          0
## 150          TA          Y        200         114             0          0
## 151          TA          Y          0           0             0          0
## 152          TA          Y          0         102             0          0
## 153          TA          Y          0          66             0          0
## 154          TA          Y        409           0             0          0
## 155          Fa          Y          0           0           228          0
## 156        <NA>          N          0           8           128          0
## 157          TA          Y          0           0             0          0
## 158          TA          Y          0          75             0          0
## 159          TA          Y          0         136             0          0
## 160          TA          Y        239         132             0        168
## 161          TA          Y          0           0             0          0
## 162          TA          Y        400           0             0          0
## 163          TA          Y          0          70             0          0
## 164        <NA>          Y          0           0             0          0
## 165          TA          Y          0           0           183          0
## 166        <NA>          Y        140           0             0          0
## 167          TA          Y        476           0             0          0
## 168          TA          Y        178         120             0          0
## 169          TA          Y        100          48             0          0
## 170          TA          Y        574          64             0          0
## 171          TA          Y        237           0             0          0
## 172          TA          P        210          62             0          0
## 173          TA          Y        441          35             0          0
## 174          TA          Y          0          20             0          0
## 175          TA          Y        192           0             0          0
## 176          TA          Y          0          29            39          0
## 177          TA          Y          0         228             0          0
## 178          TA          Y          0           0             0          0
## 179          TA          Y          0          60             0          0
## 180          TA          N          0           0           184          0
## 181          TA          Y          0           0             0          0
## 182          TA          Y          0           0            40          0
## 183          TA          Y        116           0             0        180
## 184          TA          N        280         238             0          0
## 185          TA          Y        104           0             0          0
## 186          TA          Y          0         260             0          0
## 187          TA          Y        168          27             0          0
## 188          Fa          N          0           0             0        140
## 189          TA          Y        120           0             0          0
## 190          TA          Y          0         120             0          0
## 191          TA          Y          0          74             0          0
## 192          TA          Y          0          32             0          0
## 193          TA          Y          0          35             0          0
## 194          TA          Y          0          40             0          0
## 195          TA          Y          0           0             0          0
## 196          TA          Y         87           0             0          0
## 197          TA          Y        171         138             0          0
## 198          TA          Y          0          16           552          0
## 199        <NA>          Y          0         198            30          0
## 200          TA          Y          0          26             0          0
## 201          TA          Y        132          64             0          0
## 202          TA          Y        238          83             0          0
## 203          TA          Y          0           0           126          0
## 204          TA          Y        149           0             0          0
## 205          TA          Y          0          35             0          0
## 206          TA          Y          0          34             0        508
## 207          TA          Y          0          30             0          0
## 208          TA          Y        355           0             0          0
## 209          TA          Y         60          55             0          0
## 210          Gd          Y          0           0             0          0
## 211        <NA>          Y          0           0            96          0
## 212          TA          Y        100          22             0          0
## 213          TA          Y        168         108             0          0
## 214          TA          Y        224           0             0          0
## 215          TA          Y          0          36             0          0
## 216          TA          Y          0           0             0          0
## 217          TA          Y        139          98             0          0
## 218          TA          Y          0         172            60          0
## 219          TA          Y          0         119           150          0
## 220          TA          Y        108           0             0          0
## 221          TA          Y        351          33             0          0
## 222          TA          Y        120          46             0          0
## 223          TA          Y        209         208             0          0
## 224          TA          Y        216           0             0          0
## 225          TA          Y        248         105             0          0
## 226          TA          Y          0           0             0          0
## 227          TA          Y        224         114             0          0
## 228          TA          Y          0           0             0          0
## 229          TA          Y          0           0             0          0
## 230          TA          Y        143          20             0          0
## 231          TA          Y          0           0           120          0
## 232          TA          Y          0         146           202          0
## 233          TA          Y          0           0             0          0
## 234          TA          Y        365           0             0          0
## 235          TA          Y        288          48             0          0
## 236          TA          Y          0           0             0          0
## 237          TA          Y        132         105             0          0
## 238          TA          Y        370          70             0        238
## 239          TA          Y        168         228             0          0
## 240          TA          Y          0         140             0          0
## 241          TA          Y        144         168             0          0
## 242        <NA>          Y         58          42             0          0
## 243          TA          Y          0           0            77          0
## 244          TA          Y          0          28             0          0
## 245          TA          Y          0         130             0          0
## 246          TA          Y        197          39             0          0
## 247          Po          Y          0          60           112          0
## 248          TA          Y          0          30             0          0
## 249          TA          Y        144          68             0          0
## 250          TA          Y          0          98             0          0
## 251        <NA>          Y        263           0             0          0
## 252          TA          Y        123           0             0          0
## 253          TA          Y        138          45             0          0
## 254          TA          Y        333           0             0          0
## 255          TA          Y        250           0             0          0
## 256          TA          Y        192           0             0          0
## 257          TA          Y        216          56             0          0
## 258          TA          Y        123         110             0          0
## 259          TA          Y          0          96             0        245
## 260          TA          Y          0          45             0          0
## 261          TA          Y          0           0           252          0
## 262          TA          Y          0         148             0          0
## 263          TA          Y        292          12             0          0
## 264          TA          Y          0           0             0          0
## 265          TA          N          0           0             0          0
## 266          TA          Y        276           0             0          0
## 267          TA          Y         95          75             0          0
## 268          TA          Y        262          24             0          0
## 269          Ex          Y          0          25             0          0
## 270          Gd          Y        370          30             0          0
## 271          TA          Y        192          51             0          0
## 272          TA          Y         81           0             0          0
## 273          TA          Y        132          57             0          0
## 274          TA          Y        289           0             0          0
## 275          TA          Y        168           0             0          0
## 276          TA          Y         74           0             0          0
## 277          TA          Y        100         150             0          0
## 278          TA          Y          0           0             0          0
## 279          TA          Y        124          98             0          0
## 280          TA          Y        288         117             0          0
## 281          TA          Y          0          84             0        196
## 282          TA          Y          0         120             0          0
## 283          TA          Y        172          62             0          0
## 284          TA          Y        210         150             0          0
## 285          TA          Y          0           0            52          0
## 286          TA          Y          0          54             0          0
## 287          TA          Y          0           0             0          0
## 288        <NA>          Y          0           0             0          0
## 289          TA          Y          0           0             0          0
## 290          TA          Y          0           0             0          0
## 291          TA          Y          0          51             0          0
## 292        <NA>          N          0         184             0          0
## 293          TA          Y          0           0             0          0
## 294          TA          Y          0         250             0          0
## 295          TA          Y        110           0             0          0
## 296          TA          Y        120           0             0          0
## 297          TA          Y        289           0             0          0
## 298          TA          Y          0          10             0          0
## 299          TA          Y        224           0             0          0
## 300          TA          Y          0          36             0          0
## 301          TA          Y          0           0             0          0
## 302          TA          Y        208          50             0          0
## 303          TA          Y        468          81             0          0
## 304          TA          Y        256           0             0          0
## 305          TA          Y        302           0             0          0
## 306          TA          Y        168           0             0          0
## 307          TA          Y        127          44           224          0
## 308        <NA>          N          0         144             0          0
## 309          TA          Y        158           0             0          0
## 310          TA          Y        208         175             0          0
## 311          TA          Y        190          63             0          0
## 312          TA          Y          0           0             0          0
## 313          TA          Y          0           0             0          0
## 314          TA          Y          0           0             0          0
## 315          TA          Y          0           0           234          0
## 316          TA          Y        100          51             0          0
## 317          TA          Y        288         195             0          0
## 318          TA          Y        208          46             0          0
## 319          TA          Y        340          60           144          0
## 320          TA          Y        233          48             0          0
## 321          TA          Y        240         154             0          0
## 322          TA          Y        184         154             0          0
## 323          TA          Y        201          96             0          0
## 324          TA          Y        142          98             0          0
## 325          TA          Y        240           0             0          0
## 326          TA          Y          0           0           244          0
## 327          TA          Y        122          30             0          0
## 328          TA          Y          0          45             0          0
## 329          TA          Y          0          60           268          0
## 330          Fa          N          0           0           137          0
## 331          TA          Y        155           0             0          0
## 332          TA          Y          0           0             0          0
## 333          TA          Y          0           0             0          0
## 334          TA          Y        192          30             0          0
## 335          TA          Y        100          38             0          0
## 336          TA          Y        670           0             0          0
## 337          TA          Y        178          51             0          0
## 338          TA          Y        192          74             0          0
## 339          TA          Y        108          45             0          0
## 340          TA          Y          0           0             0          0
## 341          TA          Y        135           0             0          0
## 342          TA          N        250           0            24          0
## 343          TA          Y          0           0             0          0
## 344          TA          Y        495          72             0          0
## 345          TA          Y        182           0             0          0
## 346          TA          Y          0           0             0          0
## 347          TA          Y          0           0             0          0
## 348          TA          Y          0          40             0          0
## 349          TA          Y          0          27             0          0
## 350          TA          Y          0           0             0          0
## 351          TA          Y        210          54             0          0
## 352          TA          Y          0          80             0          0
## 353          Fa          Y         48           0             0          0
## 354          TA          Y        106           0             0          0
## 355          TA          Y          0           0           108          0
## 356          TA          Y          0          26             0          0
## 357          TA          Y        120          26             0          0
## 358          TA          Y        536          90             0          0
## 359          TA          Y        168           0           294          0
## 360          TA          Y        208          75             0          0
## 361          TA          Y          0           0             0          0
## 362          TA          N          0           0             0          0
## 363          TA          Y          0           0           177          0
## 364          TA          Y        250           0             0          0
## 365          TA          Y        306         111             0          0
## 366          Fa          Y          0         128           218          0
## 367          TA          Y          0          76             0          0
## 368          TA          Y         64         110             0          0
## 369          TA          Y          0          98             0          0
## 370          TA          Y        364          17             0          0
## 371          TA          Y        100          40             0          0
## 372          TA          N          0          59             0          0
## 373          TA          Y        353           0             0          0
## 374          TA          Y         66           0             0          0
## 375          TA          Y        100          48             0          0
## 376        <NA>          Y          0           0             0          0
## 377          TA          Y          0           0             0          0
## 378          TA          Y        159         214             0          0
## 379          TA          Y        113           0             0          0
## 380          TA          Y        100          63             0          0
## 381          TA          Y          0           0           242          0
## 382          TA          Y        216         121             0          0
## 383          TA          Y        144          53             0          0
## 384          Fa          N          0           0            91          0
## 385          TA          Y        216         231             0          0
## 386          TA          Y        146          20             0          0
## 387        <NA>          N          0         151             0          0
## 388          TA          Y        296           0             0          0
## 389          TA          Y        120          25             0          0
## 390          TA          Y        196         134             0          0
## 391          TA          Y          0         130           112          0
## 392          TA          Y        125         192             0          0
## 393          TA          Y          0           0             0          0
## 394        <NA>          Y          0           0             0          0
## 395          TA          Y          0          39             0          0
## 396          TA          Y         44           0             0          0
## 397          TA          Y        215           0             0          0
## 398          TA          Y          0         168             0          0
## 399          Po          N          0           0             0          0
## 400          TA          Y          0         168             0          0
## 401          TA          Y        120          30             0          0
## 402          TA          Y          0           0             0          0
## 403          TA          N        168           0             0          0
## 404          TA          Y        144         123             0          0
## 405          TA          Y          0          40             0          0
## 406          TA          Y        120          78             0          0
## 407          TA          Y          0           0             0          0
## 408          TA          Y          0           0           160          0
## 409          TA          Y        192          62             0          0
## 410          TA          Y          0         102             0          0
## 411          TA          Y          0           0             0          0
## 412          TA          Y        264           0             0          0
## 413          TA          Y          0         144             0          0
## 414          TA          Y          0           0           130          0
## 415          TA          Y        196         187             0          0
## 416          TA          Y        100          30             0          0
## 417          TA          Y          0           0             0          0
## 418          TA          N          0           0             0          0
## 419          TA          P          0           0             0          0
## 420          TA          Y          0          85           184          0
## 421          TA          Y          0           0             0          0
## 422          TA          Y        240           0             0          0
## 423          TA          N          0           0             0          0
## 424          TA          Y          0          66             0          0
## 425          TA          Y          0          44             0          0
## 426          TA          P          0           0           126          0
## 427          TA          Y         80           0             0          0
## 428          TA          Y          0           0             0          0
## 429          TA          Y        105          54             0          0
## 430          TA          Y          0           0           169          0
## 431          TA          Y          0           0             0          0
## 432        <NA>          N          0          98             0          0
## 433          TA          Y        240          36             0          0
## 434          TA          Y          0          36             0          0
## 435        <NA>          Y         88           0             0          0
## 436          TA          Y        158          61             0          0
## 437          TA          Y          0           0             0          0
## 438          TA          Y          0           0           105          0
## 439          TA          P          0           0            34          0
## 440          TA          Y          0          46             0          0
## 441          TA          Y          0          72             0          0
## 442        <NA>          Y          0           0             0          0
## 443          TA          P          0           0             0          0
## 444          TA          Y        144          16             0          0
## 445          TA          Y        144         133             0          0
## 446          TA          Y          0           0             0          0
## 447          TA          Y          0           0             0          0
## 448          TA          Y         89           0             0          0
## 449          TA          N          0           0             0          0
## 450          TA          Y          0         176             0          0
## 451          Fa          N          0         113             0          0
## 452          TA          Y        200          54             0          0
## 453          TA          Y        144         122             0          0
## 454          TA          Y          0          30             0          0
## 455          TA          Y          0           0             0          0
## 456          TA          Y          0           0             0          0
## 457          Fa          Y          0           0            96          0
## 458          TA          Y        224         137             0          0
## 459          TA          Y        192          63             0          0
## 460          TA          Y          0           0           248          0
## 461          TA          Y          0         150             0          0
## 462          TA          Y        256           0             0          0
## 463          TA          Y          0           0           236          0
## 464          TA          Y          0           0             0          0
## 465        <NA>          Y          0           0             0          0
## 466          TA          Y        144          20             0          0
## 467          TA          Y          0           0             0          0
## 468          TA          Y        168           0             0          0
## 469          TA          Y          0          44             0          0
## 470          TA          Y        144          70             0          0
## 471          TA          Y          0          54             0          0
## 472          TA          Y          0           0             0          0
## 473          TA          Y          0          28             0          0
## 474          TA          Y        250          63             0          0
## 475          TA          Y         96          48             0          0
## 476          TA          Y          0          24             0          0
## 477          TA          Y        140          39             0          0
## 478          TA          Y        414          84             0          0
## 479          TA          Y        208          44             0          0
## 480          TA          Y          0          72             0          0
## 481          TA          Y        519         112             0          0
## 482          TA          Y        206          49             0          0
## 483          Fa          Y          0           0             0          0
## 484          TA          Y          0         125             0          0
## 485          TA          Y          0         132             0          0
## 486          TA          Y          0          80           120          0
## 487          TA          Y          0           0             0          0
## 488          TA          Y        224           0             0          0
## 489          Fa          N        142           0             0          0
## 490          TA          Y          0           0             0          0
## 491          TA          Y        141          24             0          0
## 492          TA          Y          0           0            32          0
## 493          TA          Y          0           0             0          0
## 494          TA          Y          0           0             0          0
## 495          TA          Y        144          20            80          0
## 496        <NA>          N          0         523           115          0
## 497          TA          Y        264          75           291          0
## 498          TA          N          0         100             0          0
## 499          TA          Y         64           0             0          0
## 500          TA          Y         12         285             0          0
## 501          TA          Y        144          28             0          0
## 502          TA          Y          0         108             0          0
## 503          Fa          Y          0           0           184          0
## 504          TA          Y          0          54             0          0
## 505          TA          Y        260           0             0          0
## 506          TA          N          0           0             0          0
## 507          TA          Y        182          81             0          0
## 508          TA          Y          0         102             0          0
## 509          TA          N          0           0           116          0
## 510          TA          Y        224          88             0          0
## 511          TA          Y        324          42             0          0
## 512          TA          Y        132          35             0          0
## 513          TA          Y          0           0             0          0
## 514          TA          Y        120           0           158          0
## 515          Po          Y          0           0           112          0
## 516          TA          Y        156          54             0          0
## 517          TA          Y          0         104             0          0
## 518          TA          Y        220           0             0          0
## 519          TA          Y          0          36             0          0
## 520          TA          Y          0           0             0          0
## 521        <NA>          N        220         114           210          0
## 522          TA          Y          0          40             0          0
## 523          TA          Y          0          24            36          0
## 524          TA          Y        208         406             0          0
## 525          TA          Y        239          60             0          0
## 526          TA          Y         38         144             0          0
## 527          TA          Y        261           0           156          0
## 528          TA          Y        126          66             0          0
## 529        <NA>          N          0           0           144          0
## 530          TA          Y          0           0           200          0
## 531          TA          Y        224           0             0          0
## 532          Fa          Y          0           0            84          0
## 533          TA          Y          0           0             0          0
## 534        <NA>          N          0           0             0          0
## 535          TA          Y        100          35             0          0
## 536        <NA>          N         85           0           148          0
## 537          TA          Y        120         155             0          0
## 538          TA          Y        216           0             0          0
## 539          TA          Y        466           0             0          0
## 540          TA          Y        180           0             0          0
## 541          TA          Y        270          68             0          0
## 542          TA          Y          0          56             0          0
## 543          TA          Y         78          73             0          0
## 544          TA          Y        120          40             0          0
## 545          TA          Y        100          24             0          0
## 546          TA          Y          0           0             0          0
## 547          TA          Y          0          38             0        144
## 548          TA          Y        104           0             0          0
## 549          TA          Y        140          50             0          0
## 550          TA          Y        182         182             0          0
## 551          TA          Y          0          55             0          0
## 552          TA          Y          0           0             0          0
## 553          TA          Y        169          39             0          0
## 554          TA          N          0          96             0          0
## 555          TA          Y        320          62             0          0
## 556          TA          Y          0           0           116          0
## 557          TA          Y        268           0             0          0
## 558          TA          Y          0          47           120          0
## 559          TA          Y        264          22             0          0
## 560          TA          Y        143          20             0          0
## 561          TA          Y          0           0             0          0
## 562          TA          Y        240          38             0          0
## 563        <NA>          Y        144           0             0          0
## 564          TA          N         72          36             0          0
## 565          TA          Y          0          40             0          0
## 566          TA          Y          0          66           136          0
## 567          TA          Y        144          39             0          0
## 568          TA          Y          0           0             0          0
## 569          TA          Y        349          40             0          0
## 570          TA          Y         42           0             0          0
## 571          TA          Y          0           0             0          0
## 572          TA          Y        168           0             0          0
## 573          TA          Y        208         114             0          0
## 574          TA          Y        100           0             0          0
## 575          TA          Y         35           0             0          0
## 576          TA          Y        158           0           102          0
## 577          TA          Y          0          50             0          0
## 578          TA          Y        160          68           240          0
## 579          TA          Y          0         102             0          0
## 580          TA          Y          0           0             0          0
## 581          TA          Y        216         110             0          0
## 582          TA          Y          0          90             0          0
## 583        <NA>          Y          0          32             0          0
## 584          TA          Y        105         502             0          0
## 585          TA          Y          0           0            54          0
## 586          TA          Y        326          66             0          0
## 587          TA          N          0           0           112          0
## 588          TA          Y          0           0             0          0
## 589          TA          Y          0          48             0          0
## 590          TA          P          0           0             0          0
## 591          TA          Y          0          45             0          0
## 592          TA          Y        382         274             0          0
## 593          TA          Y          0           0             0          0
## 594          TA          Y        140           0             0          0
## 595          TA          Y          0           0             0          0
## 596          TA          Y        180          75             0          0
## 597          Fa          N          0         158             0          0
## 598          TA          Y        120          16             0          0
## 599          TA          Y          0           0             0          0
## 600          TA          Y        161           0             0          0
## 601          TA          Y        179          60             0          0
## 602          TA          P          0         162             0          0
## 603          TA          Y        120         150             0          0
## 604          TA          Y          0         172             0          0
## 605          TA          Y        192          36             0          0
## 606          TA          Y          0          42             0          0
## 607          TA          Y        168           0             0          0
## 608          TA          Y        103           0             0          0
## 609          TA          Y          0           0             0          0
## 610          TA          Y         64           0            39          0
## 611          TA          Y        253         142             0          0
## 612          TA          Y          0           0             0          0
## 613          TA          Y        160         122             0          0
## 614        <NA>          Y          0          30             0          0
## 615        <NA>          Y         96          24             0          0
## 616          TA          Y        120           0             0          0
## 617          TA          Y        100          75             0          0
## 618          TA          Y          0           0             0          0
## 619          TA          Y          0         108             0          0
## 620          TA          Y        168           0             0          0
## 621        <NA>          N          0           0           100          0
## 622          TA          Y         38         243             0          0
## 623          TA          Y        192           0             0          0
## 624          TA          Y          0          32             0          0
## 625          TA          Y        148           0             0          0
## 626          TA          Y          0           0             0          0
## 627          TA          Y          0           0            36          0
## 628          TA          Y          0           0           189          0
## 629          TA          Y        335           0             0          0
## 630          TA          Y        176           0             0          0
## 631          Po          N          0           0           293          0
## 632          TA          Y        156          73             0          0
## 633          TA          Y        192           0             0          0
## 634          TA          Y        390           0             0          0
## 635          TA          Y        264          56             0          0
## 636        <NA>          N          0         110             0          0
## 637        <NA>          N          0           0             0          0
## 638          TA          Y          0           0             0          0
## 639        <NA>          P        328           0           164          0
## 640          TA          Y        312           0             0          0
## 641          TA          Y        185         140             0          0
## 642          TA          Y          0         235             0          0
## 643          TA          Y        269         111             0          0
## 644          TA          Y        208           0             0          0
## 645          TA          Y        195         130             0          0
## 646          TA          Y          0         312            40          0
## 647          TA          Y          0          27             0          0
## 648          TA          Y          0           0             0          0
## 649          TA          Y          0         124           216          0
## 650        <NA>          Y          0           0             0          0
## 651          TA          Y          0           0             0          0
## 652          Po          P        120           0             0          0
## 653          TA          Y          0         120             0          0
## 654          TA          Y         57           0           239          0
## 655          TA          Y        236          46             0          0
## 656          TA          Y          0           0             0          0
## 657          TA          Y          0           0             0          0
## 658          TA          P          0           0           112          0
## 659          TA          Y        192           0             0          0
## 660          TA          Y          0           0             0          0
## 661          TA          Y          0         113           252          0
## 662          TA          Y        517          76             0          0
## 663          TA          Y          0           0           240          0
## 664          TA          Y          0           0           180          0
## 665          TA          Y        192         267             0          0
## 666          TA          Y        188         124             0          0
## 667          TA          Y          0         265             0          0
## 668          TA          Y        224          42             0          0
## 669          TA          Y        304           0             0          0
## 670          Fa          Y          0           0            67          0
## 671          TA          Y        100          35             0          0
## 672          TA          Y        147           0             0          0
## 673          TA          Y        198          42             0          0
## 674          TA          Y          0          87             0          0
## 675          TA          Y        426           0             0          0
## 676          TA          Y         28           0             0          0
## 677          Fa          N          0           0            90          0
## 678          Fa          N        316           0           120          0
## 679          TA          Y        322          82             0          0
## 680          TA          Y          0           0             0          0
## 681          TA          Y         80           0             0          0
## 682          TA          Y          0           0            56          0
## 683          TA          Y        307           0             0          0
## 684          TA          Y        257          45             0          0
## 685          TA          Y          0          81             0          0
## 686          TA          Y        219           0             0          0
## 687          TA          Y        144         105             0          0
## 688          TA          Y          0          60             0          0
## 689          TA          Y        140           0             0          0
## 690          TA          Y        192          28             0          0
## 691          TA          Y        149           0             0          0
## 692          TA          Y        382          50             0          0
## 693          TA          Y        320          27             0          0
## 694          TA          Y          0           0           112          0
## 695          TA          Y        112           0             0          0
## 696          TA          Y        125           0             0          0
## 697          TA          Y          0           0           129          0
## 698          TA          Y          0           0             0          0
## 699          TA          Y        416         144             0          0
## 700          TA          Y        156         158             0          0
## 701          TA          Y        270          78             0          0
## 702          TA          Y          0           0             0          0
## 703          TA          Y        324         100             0          0
## 704          TA          N        344           0            40          0
## 705          TA          Y          0          35             0        144
## 706        <NA>          N          0           0             0          0
## 707          TA          Y        380          48             0          0
## 708          TA          Y        192          38             0          0
## 709          TA          Y        100          24             0          0
## 710          TA          Y          0           0             0          0
## 711        <NA>          N          0           0             0          0
## 712          TA          N         68           0            98          0
## 713          TA          Y        168         120             0          0
## 714          TA          Y          0         288             0          0
## 715          TA          Y          0          44             0          0
## 716          TA          Y          0           0             0          0
## 717          TA          P          0          48           143          0
## 718          TA          Y        224           0             0          0
## 719          TA          Y        250         154           216          0
## 720          TA          Y          0           0             0          0
## 721          TA          Y        114          28           234          0
## 722          TA          Y        160           0             0          0
## 723          TA          Y          0           0             0          0
## 724          TA          Y          0           0             0          0
## 725          TA          Y        327          64             0          0
## 726          TA          Y         96           0             0          0
## 727          TA          Y        292          44             0        182
## 728          TA          Y        132           0             0          0
## 729          TA          Y          0          25             0          0
## 730          TA          Y          0          23           112          0
## 731          TA          Y        237         152             0          0
## 732          TA          Y        160          22             0          0
## 733          TA          Y        192          84             0          0
## 734          TA          Y        165           0             0          0
## 735          TA          Y        147           0             0          0
## 736          TA          N          0         341             0          0
## 737          TA          Y          0           0             0          0
## 738          TA          Y          0         116             0          0
## 739        <NA>          Y        120           0             0          0
## 740          TA          Y        187          56             0          0
## 741          Gd          Y        270           0           112          0
## 742          TA          Y        168           0             0          0
## 743          TA          Y        120          55             0          0
## 744          TA          Y        302           0             0          0
## 745          TA          Y         96           0            70        168
## 746          TA          Y          0         204             0          0
## 747          TA          Y        224          54             0          0
## 748          TA          N        181           0           386          0
## 749          TA          Y        240          56           154          0
## 750          TA          N         92           0           185          0
## 751        <NA>          N          0         160             0          0
## 752          TA          Y          0          48             0          0
## 753          TA          Y        168          27             0          0
## 754          TA          Y        192          52             0          0
## 755          TA          Y        171          48             0          0
## 756          TA          Y          0          24             0          0
## 757          TA          Y        144         105             0          0
## 758          TA          Y        335           0             0          0
## 759          TA          Y          0           0             0          0
## 760          TA          Y        222          98             0          0
## 761          Ex          Y          0           0             0          0
## 762          TA          Y          0           0             0          0
## 763          TA          Y        169          45             0          0
## 764          TA          Y          0         128             0          0
## 765          TA          Y          0          30             0          0
## 766          TA          Y          0         174             0          0
## 767          TA          Y        228          66           156          0
## 768          TA          Y        245           0           156          0
## 769          TA          Y        120          33             0          0
## 770          TA          Y        503          36             0          0
## 771          TA          Y        120           0             0          0
## 772          TA          Y          0           0             0          0
## 773          TA          Y        144           0             0          0
## 774          TA          Y          0           0             0          0
## 775          TA          Y        315          45             0          0
## 776          TA          Y          0         247             0          0
## 777          TA          Y        144          59             0          0
## 778          TA          Y        241           0             0          0
## 779          TA          Y          0           0             0          0
## 780          TA          Y          0           0             0          0
## 781          TA          Y        220          21             0          0
## 782          TA          Y          0         124             0          0
## 783          TA          Y          0          33             0          0
## 784          TA          Y        303          30             0          0
## 785        <NA>          Y          0         291           134          0
## 786          TA          Y          0           0             0          0
## 787          TA          Y          0           0           196          0
## 788          TA          Y          0          45             0          0
## 789          TA          Y          0           0             0          0
## 790          TA          Y        133         168             0          0
## 791          TA          Y        100          16             0          0
## 792          TA          Y        120           0             0          0
## 793          TA          Y        180         130             0          0
## 794          TA          Y        168         130             0          0
## 795          TA          Y        143          46             0          0
## 796          TA          Y          0          50             0          0
## 797          TA          Y        138           0             0          0
## 798          TA          Y          0           0             0          0
## 799          TA          Y        144          78             0          0
## 800          TA          Y          0           0           264          0
## 801          TA          Y        403         114           185          0
## 802          TA          Y          0           0             0          0
## 803          TA          Y         36          18             0          0
## 804          TA          Y         52         170             0          0
## 805          TA          Y          0           0             0          0
## 806          TA          Y          0          60             0          0
## 807          TA          Y         68           0             0          0
## 808          TA          Y          0         312             0          0
## 809          TA          Y          0           0             0          0
## 810          Po          N         40         156             0          0
## 811          TA          Y        265           0             0          0
## 812          TA          Y        140           0             0          0
## 813          TA          N          0           0             0          0
## 814          TA          Y          0           0           275          0
## 815          TA          P        207           0            96          0
## 816          TA          Y          0          34             0          0
## 817          TA          Y          0           0           120          0
## 818          TA          Y        150          59             0          0
## 819          TA          Y          0           0             0          0
## 820          TA          Y        192          35             0          0
## 821          TA          Y          0          45             0          0
## 822          TA          Y          0          32           112          0
## 823          TA          Y        100          48             0          0
## 824          TA          Y        335           0             0          0
## 825          TA          Y          0         140             0          0
## 826          TA          Y        188          45             0          0
## 827        <NA>          Y          0           0           116          0
## 828          TA          Y        290          39             0          0
## 829          TA          Y        486           0             0          0
## 830          TA          Y          0         166             0          0
## 831          TA          Y          0           0             0          0
## 832          TA          Y          0         166             0          0
## 833          TA          Y        192          39             0          0
## 834          TA          Y          0           0             0          0
## 835          TA          Y          0           0             0          0
## 836          TA          Y        290           0             0          0
## 837          TA          Y          0         116           230          0
## 838          TA          Y          0           0             0          0
## 839          TA          Y        278           0             0          0
## 840          TA          Y          0           0             0          0
## 841          TA          P          0           0           254          0
## 842          TA          P         70          78            68          0
## 843          Gd          Y          0         129             0          0
## 844        <NA>          Y          0           0             0          0
## 845          TA          Y        418           0           194          0
## 846          TA          Y          0           0             0          0
## 847          TA          Y        234          72           192          0
## 848          TA          Y          0           0             0          0
## 849          TA          Y        486          40             0          0
## 850          TA          Y        113         100             0          0
## 851          TA          Y        140           0             0          0
## 852          TA          Y        143          20             0          0
## 853          TA          Y          0           0             0          0
## 854          TA          Y        180           0             0          0
## 855          TA          Y          0         418             0          0
## 856          TA          Y          0         104             0          0
## 857          Fa          Y          0           0            34          0
## 858          TA          Y          0          36             0          0
## 859          TA          Y          0           0             0          0
## 860          TA          Y          0          65             0          0
## 861          TA          Y          0         240             0          0
## 862          TA          Y          0           0             0          0
## 863          TA          Y          0           0             0          0
## 864          TA          Y          0           0             0          0
## 865          TA          Y          0         140             0          0
## 866          TA          Y          0           0             0          0
## 867          TA          Y        192          80             0          0
## 868          TA          Y        168           0             0          0
## 869          TA          P        120         144             0          0
## 870          TA          Y        156          90             0          0
## 871          TA          Y          0           0             0          0
## 872          TA          Y          0          77             0          0
## 873          TA          Y        196           0           150          0
## 874          TA          Y          0          28             0          0
## 875          TA          Y         26           0             0          0
## 876          TA          Y        208         364             0          0
## 877          TA          Y          0           0             0          0
## 878          TA          Y        184           0             0          0
## 879          TA          Y        192           0             0          0
## 880          TA          Y          0           0             0          0
## 881          TA          Y          0          49             0          0
## 882          TA          Y        168          36             0          0
## 883          TA          Y        342          40             0          0
## 884          Gd          Y          0         188             0          0
## 885          TA          Y          0           0             0          0
## 886          TA          Y         97          65             0          0
## 887          TA          Y        272          54             0          0
## 888          TA          Y        121           0             0          0
## 889          TA          Y         81         207             0          0
## 890          TA          Y          0           0             0        162
## 891          TA          Y          0           0             0          0
## 892          TA          Y        243           0             0          0
## 893          TA          Y        192           0             0          0
## 894          TA          Y        511         116             0          0
## 895          TA          Y          0           0             0          0
## 896          TA          Y          0          50             0          0
## 897          TA          Y          0          28             0          0
## 898          TA          Y        154           0             0          0
## 899          TA          Y          0          67             0          0
## 900          TA          Y          0           0             0          0
## 901          TA          Y          0           0             0          0
## 902          TA          Y          0           0             0          0
## 903          TA          Y          0          75             0          0
## 904          TA          Y        144          60             0          0
## 905          TA          Y          0           0             0          0
## 906          TA          Y          0           0           164          0
## 907          TA          Y          0          60             0          0
## 908          TA          Y          0           0             0          0
## 909          TA          Y        164           0             0          0
## 910          TA          Y         36          24             0          0
## 911          TA          Y          0           0             0          0
## 912          TA          Y        173           0             0          0
## 913          TA          Y          0           0           112          0
## 914          TA          Y          0           0             0          0
## 915          TA          Y          0         234             0          0
## 916          TA          Y          0           0             0          0
## 917          TA          Y          0           0             0          0
## 918          TA          Y          0           0             0          0
## 919          TA          Y         72         192           224          0
## 920          TA          Y          0          51             0          0
## 921          TA          Y        300          87             0          0
## 922        <NA>          N          0          70             0          0
## 923          TA          Y        100           0             0         23
## 924          TA          Y          0          69             0          0
## 925          TA          Y        384         131             0          0
## 926          TA          Y        180           0             0          0
## 927          TA          Y        104         100             0          0
## 928          TA          Y          0          43             0          0
## 929          TA          Y        202         151             0          0
## 930          TA          Y          0           0             0          0
## 931          TA          Y        100          18             0          0
## 932          TA          Y          0           0             0          0
## 933          TA          Y          0         191             0          0
## 934          TA          Y        192          36             0          0
## 935          TA          Y          0           0             0          0
## 936          TA          Y          0           0            32          0
## 937          TA          Y          0          41             0          0
## 938          TA          Y          0          48             0          0
## 939          TA          Y          0          90             0          0
## 940          TA          Y         56           0           318          0
## 941          TA          Y         40           0             0          0
## 942          TA          Y          0           0             0        168
## 943        <NA>          N        321           0             0          0
## 944          TA          P          0           0             0          0
## 945          TA          Y          0         118             0          0
## 946          TA          Y         48           0           244          0
## 947          TA          Y         86           0             0          0
## 948          TA          Y          0         252             0          0
## 949          TA          Y        144          96             0          0
## 950          TA          Y          0           0             0          0
## 951          TA          Y        194           0             0          0
## 952          TA          Y        421           0             0          0
## 953          TA          Y        192           0             0          0
## 954          TA          Y        305         189             0          0
## 955        <NA>          Y          0           0             0          0
## 956          TA          Y          0           0             0          0
## 957          TA          Y        150           0             0          0
## 958          TA          Y          0           0             0          0
## 959          TA          Y          0          39             0          0
## 960          TA          Y          0          44             0          0
## 961        <NA>          Y        117           0             0          0
## 962          TA          Y        550         282             0          0
## 963          TA          Y         48           0             0          0
## 964          TA          Y        288         136             0          0
## 965          TA          Y          0          40             0          0
## 966          TA          Y          0          72             0          0
## 967          TA          Y          0          70             0          0
## 968          TA          Y          0           0             0          0
## 969        <NA>          Y          0           0             0          0
## 970          TA          Y          0           0             0          0
## 971        <NA>          Y          0           0             0          0
## 972          TA          Y          0          27             0          0
## 973          TA          Y         28           0             0          0
## 974          TA          Y          0         120             0          0
## 975          TA          Y        509         135             0          0
## 976          TA          Y        153          50             0          0
## 977        <NA>          Y          0           0             0          0
## 978          TA          Y          0         116             0          0
## 979          TA          Y          0           0             0          0
## 980          TA          Y          0          80             0          0
## 981          TA          Y        144          76             0          0
## 982          TA          Y        250           0             0          0
## 983          TA          Y        100          16             0          0
## 984          TA          Y          0           0             0          0
## 985          TA          Y          0           0             0          0
## 986          TA          Y          0          48             0          0
## 987          TA          Y        394           0             0          0
## 988          TA          Y        168          95             0          0
## 989          TA          Y          0         224             0          0
## 990          TA          Y          0          50             0          0
## 991          TA          Y          0          70             0          0
## 992          TA          P          0         169             0          0
## 993          TA          Y        239          42             0          0
## 994          TA          Y          0          35             0          0
## 995          TA          Y        216          48             0          0
## 996          TA          Y          0          57             0          0
## 997          TA          Y          0         319             0          0
## 998          TA          Y        371           0             0          0
## 999          Fa          P          0         100            48          0
## 1000         TA          Y        105          61             0          0
## 1001         Fa          Y          0           0             0          0
## 1002         TA          N          0          20            94          0
## 1003         TA          Y        144         104             0          0
## 1004         TA          Y          0           0             0          0
## 1005         TA          Y        156           0             0          0
## 1006         TA          Y        210           0             0          0
## 1007         TA          Y          0           0             0          0
## 1008         TA          Y        238           0             0          0
## 1009         TA          Y        100          48             0          0
## 1010       <NA>          P          0           0           138          0
## 1011         TA          Y          0           0           108          0
## 1012       <NA>          Y          0           0             0          0
## 1013         TA          Y         96           0           112          0
## 1014         TA          Y          0          30           226          0
## 1015         TA          Y          0         130             0          0
## 1016         TA          Y          0          45             0          0
## 1017         TA          Y        115          66             0          0
## 1018         TA          Y         63           0             0          0
## 1019         TA          Y        164           0             0          0
## 1020         TA          Y        142          20             0          0
## 1021         TA          Y        252          64             0          0
## 1022         TA          Y        105          54             0          0
## 1023         Fa          Y          0           0           192          0
## 1024         TA          Y        156          20             0          0
## 1025         TA          Y          0          72           174          0
## 1026         TA          Y         96           0             0          0
## 1027         TA          Y          0           0             0          0
## 1028         TA          Y        192          44             0          0
## 1029         TA          Y          0           0             0          0
## 1030         TA          Y          0          28             0          0
## 1031       <NA>          N          0           0           228          0
## 1032         TA          Y        136          63             0          0
## 1033         TA          Y        209          55             0          0
## 1034         TA          Y          0         136             0          0
## 1035         TA          Y          0           0             0          0
## 1036         TA          N        186           0             0          0
## 1037         TA          Y        228           0             0          0
## 1038         TA          Y          0          45             0          0
## 1039       <NA>          Y          0           0             0          0
## 1040         TA          Y          0           0             0          0
## 1041         TA          Y          0           0             0          0
## 1042         TA          Y          0          40             0          0
## 1043         TA          Y        170          63             0          0
## 1044         TA          Y        192         121             0          0
## 1045         TA          Y        474         120             0          0
## 1046         TA          Y          0           0             0          0
## 1047         TA          Y        214         108             0          0
## 1048         TA          Y          0           0             0          0
## 1049         TA          Y          0           0             0          0
## 1050         TA          Y          0           0             0          0
## 1051         TA          Y          0          22             0          0
## 1052         TA          Y          0          20             0          0
## 1053         TA          Y          0          52             0          0
## 1054         TA          Y        116          78             0          0
## 1055         TA          Y        199          60             0          0
## 1056         TA          Y          0           0             0          0
## 1057         TA          Y        192          36             0          0
## 1058         TA          Y        168          98             0          0
## 1059         TA          Y          0         102             0          0
## 1060         Fa          Y          0           0            19          0
## 1061         TA          Y          0           0           170          0
## 1062         TA          Y          0          20             0          0
## 1063         TA          Y          0          57             0          0
## 1064         TA          Y        166         120             0          0
## 1065         TA          Y          0          58             0          0
## 1066         TA          Y        296          44             0          0
## 1067         TA          Y          0          40             0          0
## 1068         TA          Y        328         128             0          0
## 1069         TA          Y        728          20             0          0
## 1070         TA          Y          0           0             0          0
## 1071         TA          Y          0          20             0          0
## 1072         TA          Y          0           0             0          0
## 1073         TA          P          0           0             0          0
## 1074         TA          Y        252           0             0          0
## 1075         TA          Y        140          93             0          0
## 1076         TA          Y          0           0             0          0
## 1077         TA          Y        436          21             0          0
## 1078         TA          Y        240          32             0          0
## 1079         TA          Y        140           0             0          0
## 1080         TA          Y          0          64             0          0
## 1081         TA          Y         55           0             0        216
## 1082         TA          Y          0           0           220          0
## 1083         TA          Y        192          39             0          0
## 1084         TA          Y          0         116             0          0
## 1085         TA          Y        315          44             0          0
## 1086         TA          Y        120           0             0          0
## 1087         TA          Y        120          96             0          0
## 1088         TA          Y        160          50             0          0
## 1089         TA          Y          0          40             0          0
## 1090         TA          Y          0          84             0          0
## 1091         TA          Y          0           0             0          0
## 1092         TA          Y          0          48             0          0
## 1093         TA          Y        342           0           128          0
## 1094         TA          Y          0          64             0          0
## 1095         TA          Y          0           0            80          0
## 1096         TA          Y          0          22             0          0
## 1097       <NA>          Y        136           0           115          0
## 1098         TA          Y          0          74           137          0
## 1099         TA          Y          0           0             0          0
## 1100         TA          Y          0           0             0          0
## 1101         TA          N          0           0             0          0
## 1102         TA          Y          0           0             0          0
## 1103         TA          Y          0          16             0          0
## 1104         TA          Y          0           0           192          0
## 1105         TA          Y          0           0             0          0
## 1106         TA          Y        186          32             0          0
## 1107         TA          Y          0         244             0          0
## 1108         TA          Y          0         100             0          0
## 1109         TA          Y        100          48             0          0
## 1110         TA          Y        125         185             0          0
## 1111         TA          Y        224          84             0          0
## 1112         TA          Y          0          69             0          0
## 1113         TA          Y          0           0             0          0
## 1114         TA          Y          0          18             0          0
## 1115         TA          Y          0           0             0          0
## 1116         TA          Y          0           0             0          0
## 1117         TA          Y        120           0             0          0
## 1118         TA          Y          0           0             0          0
## 1119         TA          Y        280          34             0          0
## 1120         TA          Y        140           0           252          0
## 1121         TA          Y          0          22           112          0
## 1122         TA          Y        144          20             0          0
## 1123         TA          Y         64           0             0          0
## 1124       <NA>          Y          0         200             0          0
## 1125         TA          Y        100          25             0          0
## 1126         Fa          Y          0           0             0          0
## 1127         TA          Y        143          20             0          0
## 1128         TA          Y        144          36             0          0
## 1129         TA          Y        100          48             0          0
## 1130         TA          Y         49           0             0          0
## 1131         TA          Y        431          44             0          0
## 1132       <NA>          Y          0          28             0          0
## 1133         TA          N          0          48             0          0
## 1134         TA          Y          0         155             0          0
## 1135         TA          Y        100          38             0          0
## 1136         TA          Y          0         128             0          0
## 1137         TA          Y          0           0            96          0
## 1138       <NA>          N          0           0           176          0
## 1139         TA          Y        264          32             0          0
## 1140         TA          Y          0           0           216          0
## 1141         TA          Y          0           0             0          0
## 1142         TA          Y        448          96             0          0
## 1143         TA          Y        125         144             0          0
## 1144       <NA>          Y          0          24             0          0
## 1145         TA          Y          0           0             0          0
## 1146         TA          Y          0           0             0          0
## 1147         TA          Y        165          26             0          0
## 1148         TA          Y          0           0             0          0
## 1149         TA          Y          0           0           176          0
## 1150         TA          Y          0           0             0          0
## 1151         TA          Y          0           0           214          0
## 1152         TA          Y          0         140             0          0
## 1153         TA          Y          0           0           280          0
## 1154         TA          Y          0           0            96          0
## 1155         TA          Y         60          84             0          0
## 1156         TA          Y          0          21             0          0
## 1157         TA          Y          0          92             0         96
## 1158         TA          Y        172          62             0          0
## 1159         TA          Y          0          24             0          0
## 1160         TA          Y          0          69             0          0
## 1161         TA          Y         26           0             0          0
## 1162         TA          Y        108           0             0        216
## 1163         TA          Y          0           0             0          0
## 1164         TA          Y        120           0             0          0
## 1165         TA          Y        168         180             0          0
## 1166         TA          Y          0         114             0          0
## 1167         TA          Y        160          33             0          0
## 1168         TA          Y          0          38             0          0
## 1169         TA          Y          0           0             0          0
## 1170         TA          Y        361          76             0          0
## 1171         TA          Y        203           0             0          0
## 1172         TA          Y          0           0             0          0
## 1173         TA          Y          0          54             0          0
## 1174       <NA>          Y        122           0             0          0
## 1175         TA          Y          0           0             0          0
## 1176         TA          Y          0          33             0          0
## 1177         TA          Y        362           0             0          0
## 1178         TA          N          0           0           116          0
## 1179         TA          Y        192           0           102          0
## 1180       <NA>          N          0          36           190          0
## 1181         TA          Y          0           0             0          0
## 1182         TA          Y        162          53             0        153
## 1183         TA          Y        171          78             0          0
## 1184         TA          Y        229           0             0          0
## 1185         TA          Y          0         263             0          0
## 1186         TA          Y          0           0           236          0
## 1187         Fa          Y          0          74             0          0
## 1188         TA          Y          0         114           192          0
## 1189         TA          Y        144          68             0          0
## 1190         TA          Y        140          60             0          0
## 1191         TA          Y        439           0             0          0
## 1192         TA          Y        206           0             0          0
## 1193         Fa          P          0           0            84          0
## 1194         TA          Y          0         304             0          0
## 1195         TA          Y        379          36             0          0
## 1196         TA          Y        100          24             0          0
## 1197         TA          Y        100          17             0          0
## 1198         TA          Y          0           0           330          0
## 1199         TA          Y        356           0             0          0
## 1200         TA          Y          0          82             0          0
## 1201         TA          Y          0           0             0          0
## 1202         TA          Y        198          36             0          0
## 1203         TA          N          0           0           208          0
## 1204         TA          Y         74         234             0          0
## 1205         TA          Y          0          88             0          0
## 1206         TA          Y         84          70             0          0
## 1207         TA          Y          0          42             0          0
## 1208         TA          Y        192          23             0          0
## 1209         TA          Y          0           0             0          0
## 1210         TA          Y        322          50             0          0
## 1211         TA          Y        635         104             0          0
## 1212         TA          Y        325          12             0          0
## 1213         TA          N          0         113             0          0
## 1214         TA          Y         88           0             0          0
## 1215         TA          Y        150          72             0          0
## 1216         TA          Y          0           0             0          0
## 1217         TA          Y          0           0             0          0
## 1218         TA          Y        135         112             0          0
## 1219       <NA>          N          0           0             0          0
##      ScreenPorch PoolArea PoolQC Fence MiscFeature MiscVal MoSold YrSold
## 1              0        0   <NA>  <NA>        <NA>       0      2   2008
## 2              0        0   <NA>  <NA>        <NA>       0      5   2007
## 3              0        0   <NA>  <NA>        <NA>       0      9   2008
## 4              0        0   <NA>  <NA>        <NA>       0      2   2006
## 5              0        0   <NA>  <NA>        <NA>       0     12   2008
## 6              0        0   <NA> MnPrv        Shed     700     10   2009
## 7              0        0   <NA>  <NA>        <NA>       0      8   2007
## 8              0        0   <NA>  <NA>        Shed     350     11   2009
## 9              0        0   <NA>  <NA>        <NA>       0      4   2008
## 10             0        0   <NA>  <NA>        <NA>       0      1   2008
## 11             0        0   <NA>  <NA>        <NA>       0      2   2008
## 12             0        0   <NA>  <NA>        <NA>       0      7   2006
## 13           176        0   <NA>  <NA>        <NA>       0      9   2008
## 14             0        0   <NA>  <NA>        <NA>       0      8   2007
## 15             0        0   <NA>  GdWo        <NA>       0      5   2008
## 16             0        0   <NA> GdPrv        <NA>       0      7   2007
## 17             0        0   <NA>  <NA>        Shed     700      3   2010
## 18             0        0   <NA>  <NA>        Shed     500     10   2006
## 19             0        0   <NA>  <NA>        <NA>       0      6   2008
## 20             0        0   <NA> MnPrv        <NA>       0      5   2009
## 21             0        0   <NA>  <NA>        <NA>       0     11   2006
## 22             0        0   <NA> GdPrv        <NA>       0      6   2007
## 23             0        0   <NA>  <NA>        <NA>       0      9   2008
## 24             0        0   <NA>  <NA>        <NA>       0      6   2007
## 25             0        0   <NA> MnPrv        <NA>       0      5   2010
## 26             0        0   <NA>  <NA>        <NA>       0      7   2009
## 27             0        0   <NA>  <NA>        <NA>       0      5   2010
## 28             0        0   <NA>  <NA>        <NA>       0      5   2010
## 29             0        0   <NA>  <NA>        <NA>       0     12   2006
## 30             0        0   <NA>  <NA>        <NA>       0      5   2008
## 31             0        0   <NA> MnPrv        <NA>       0      7   2008
## 32             0        0   <NA> MnPrv        <NA>       0      6   2008
## 33             0        0   <NA>  <NA>        <NA>       0      1   2008
## 34             0        0   <NA>  <NA>        <NA>       0      4   2010
## 35             0        0   <NA>  <NA>        <NA>       0      8   2007
## 36             0        0   <NA>  <NA>        <NA>       0      9   2006
## 37             0        0   <NA>  <NA>        <NA>       0      6   2009
## 38             0        0   <NA>  <NA>        <NA>       0     10   2009
## 39             0        0   <NA>  <NA>        <NA>       0      1   2010
## 40             0        0   <NA>  <NA>        <NA>       0      6   2008
## 41             0        0   <NA>  GdWo        <NA>       0     12   2006
## 42             0        0   <NA>  <NA>        <NA>       0      7   2007
## 43             0        0   <NA> MnPrv        <NA>       0     12   2007
## 44             0        0   <NA> MnPrv        <NA>       0      7   2008
## 45             0        0   <NA>  <NA>        <NA>       0      5   2006
## 46             0        0   <NA>  <NA>        <NA>       0      2   2010
## 47           198        0   <NA>  <NA>        <NA>       0      8   2009
## 48             0        0   <NA>  <NA>        <NA>       0      7   2007
## 49             0        0   <NA>  <NA>        <NA>       0      6   2009
## 50             0        0   <NA> MnPrv        <NA>       0      1   2007
## 51             0        0   <NA>  <NA>        <NA>       0      7   2007
## 52             0        0   <NA> MnPrv        Shed     400      9   2006
## 53             0        0   <NA>  <NA>        <NA>       0      5   2010
## 54             0        0   <NA>  <NA>        <NA>       0     11   2006
## 55             0        0   <NA> MnPrv        <NA>       0      2   2007
## 56             0        0   <NA>  <NA>        <NA>       0      7   2008
## 57             0        0   <NA>  <NA>        <NA>       0      8   2009
## 58             0        0   <NA>  <NA>        <NA>       0      8   2006
## 59             0        0   <NA>  <NA>        <NA>       0     10   2006
## 60             0        0   <NA> MnPrv        <NA>       0      1   2008
## 61             0        0   <NA>  <NA>        <NA>       0      5   2006
## 62             0        0   <NA>  <NA>        <NA>       0      3   2007
## 63             0        0   <NA>  <NA>        <NA>       0     10   2007
## 64             0        0   <NA> GdPrv        <NA>       0      4   2010
## 65             0        0   <NA> GdPrv        <NA>       0      2   2009
## 66             0        0   <NA>  <NA>        <NA>       0     10   2007
## 67             0        0   <NA>  <NA>        <NA>       0      7   2010
## 68             0        0   <NA>  <NA>        <NA>       0      6   2007
## 69             0        0   <NA>  <NA>        <NA>       0      6   2010
## 70             0        0   <NA>  <NA>        <NA>       0      7   2006
## 71             0        0   <NA>  <NA>        <NA>       0      2   2007
## 72             0        0   <NA>  <NA>        <NA>       0      6   2007
## 73           291        0   <NA>  <NA>        <NA>       0     12   2009
## 74             0        0   <NA>  GdWo        <NA>       0      5   2010
## 75             0        0   <NA>  <NA>        <NA>       0      5   2010
## 76             0        0   <NA>  GdWo        <NA>       0     11   2009
## 77             0        0   <NA>  <NA>        <NA>       0      4   2008
## 78             0        0   <NA> MnPrv        <NA>       0      1   2008
## 79             0        0   <NA>  <NA>        <NA>       0      4   2010
## 80             0        0   <NA> MnPrv        <NA>       0      5   2009
## 81           252        0   <NA>  <NA>        <NA>       0      6   2009
## 82             0        0   <NA>  <NA>        <NA>       0      3   2006
## 83             0        0   <NA>  <NA>        <NA>       0     10   2008
## 84             0        0   <NA>  <NA>        <NA>       0      7   2007
## 85             0        0   <NA>  <NA>        Shed     700      5   2009
## 86             0        0   <NA>  <NA>        <NA>       0      4   2006
## 87             0        0   <NA>  <NA>        <NA>       0      3   2009
## 88             0        0   <NA>  <NA>        <NA>       0      6   2009
## 89             0        0   <NA> MnPrv        <NA>       0     10   2009
## 90             0        0   <NA>  <NA>        <NA>       0      8   2007
## 91             0        0   <NA>  <NA>        <NA>       0      7   2006
## 92             0        0   <NA>  GdWo        <NA>       0     12   2006
## 93             0        0   <NA>  <NA>        <NA>       0      8   2009
## 94            99        0   <NA>  <NA>        <NA>       0     11   2007
## 95             0        0   <NA>  <NA>        <NA>       0      5   2007
## 96             0        0   <NA>  <NA>        Shed     480      4   2009
## 97             0        0   <NA>  <NA>        <NA>       0      8   2006
## 98             0        0   <NA>  <NA>        <NA>       0      5   2007
## 99             0        0   <NA>  <NA>        Shed     400      5   2010
## 100            0        0   <NA>  <NA>        Shed     400      1   2010
## 101            0        0   <NA>  <NA>        <NA>       0      2   2010
## 102            0        0   <NA>  <NA>        <NA>       0      6   2010
## 103            0        0   <NA>  <NA>        <NA>       0      6   2009
## 104            0        0   <NA>  <NA>        <NA>       0      5   2010
## 105          184        0   <NA>  <NA>        <NA>       0      6   2007
## 106            0        0   <NA>  <NA>        <NA>       0      8   2008
## 107            0        0   <NA>  <NA>        Shed     450      8   2007
## 108            0        0   <NA>  <NA>        <NA>       0      4   2008
## 109            0        0   <NA>  <NA>        <NA>       0      8   2007
## 110            0        0   <NA> MnPrv        <NA>       0      1   2010
## 111            0        0   <NA>  <NA>        <NA>       0     10   2006
## 112            0        0   <NA>  <NA>        <NA>       0      4   2010
## 113          168        0   <NA>  <NA>        <NA>       0     10   2007
## 114            0        0   <NA> MnPrv        <NA>       0     10   2007
## 115            0        0   <NA> MnPrv        <NA>       0      7   2007
## 116            0        0   <NA>  <NA>        <NA>       0      6   2007
## 117            0        0   <NA>  <NA>        <NA>       0      9   2009
## 118            0        0   <NA>  <NA>        <NA>       0      4   2007
## 119            0        0   <NA>  <NA>        <NA>       0      5   2010
## 120            0        0   <NA>  <NA>        <NA>       0      7   2006
## 121            0        0   <NA>  <NA>        <NA>       0     10   2006
## 122            0        0   <NA> MnPrv        <NA>       0      6   2007
## 123          130        0   <NA>  <NA>        <NA>       0      6   2008
## 124            0        0   <NA>  <NA>        <NA>       0      3   2008
## 125            0        0   <NA>  <NA>        <NA>       0      1   2009
## 126            0        0   <NA>  <NA>        <NA>       0      6   2006
## 127            0        0   <NA>  <NA>        <NA>       0      2   2007
## 128            0        0   <NA>  <NA>        <NA>       0      6   2007
## 129            0        0   <NA>  <NA>        <NA>       0      7   2006
## 130            0        0   <NA>  MnWw        <NA>       0      7   2006
## 131            0        0   <NA> GdPrv        <NA>       0      5   2006
## 132            0        0   <NA>  <NA>        <NA>       0      7   2009
## 133            0        0   <NA>  <NA>        <NA>       0      7   2007
## 134            0        0   <NA>  <NA>        <NA>       0      6   2009
## 135            0        0   <NA> MnPrv        <NA>       0      7   2006
## 136            0        0   <NA> MnPrv        <NA>       0      5   2008
## 137            0        0   <NA>  <NA>        <NA>       0      7   2007
## 138            0        0   <NA>  <NA>        <NA>       0      7   2006
## 139            0        0   <NA> GdPrv        <NA>       0     12   2008
## 140            0        0   <NA> MnPrv        <NA>       0      8   2009
## 141            0        0   <NA>  <NA>        <NA>       0      4   2010
## 142            0        0   <NA>  <NA>        <NA>       0      1   2006
## 143            0        0   <NA> MnPrv        <NA>       0      6   2010
## 144            0        0   <NA>  <NA>        <NA>       0      6   2009
## 145            0        0   <NA>  <NA>        <NA>       0     11   2006
## 146            0        0   <NA>  <NA>        <NA>       0      4   2006
## 147            0        0   <NA>  <NA>        <NA>       0     11   2009
## 148            0        0   <NA>  <NA>        <NA>       0      5   2010
## 149            0        0   <NA>  <NA>        <NA>       0      4   2008
## 150            0        0   <NA>  <NA>        <NA>       0      4   2006
## 151            0        0   <NA> MnPrv        <NA>       0      1   2007
## 152            0        0   <NA>  <NA>        <NA>       0      1   2008
## 153            0        0   <NA>  GdWo        <NA>       0      6   2006
## 154            0        0   <NA>  <NA>        <NA>       0      3   2008
## 155            0        0   <NA>  <NA>        <NA>       0      3   2006
## 156            0        0   <NA>  <NA>        <NA>       0      4   2008
## 157            0        0   <NA>  <NA>        <NA>       0      6   2006
## 158            0        0   <NA>  <NA>        <NA>       0      5   2010
## 159            0        0   <NA>  GdWo        <NA>       0      5   2010
## 160            0        0   <NA>  <NA>        <NA>       0      3   2006
## 161            0        0   <NA>  <NA>        <NA>       0      6   2008
## 162            0        0   <NA>  <NA>        <NA>       0      3   2008
## 163            0        0   <NA>  <NA>        <NA>       0      5   2010
## 164            0        0   <NA> MnPrv        <NA>       0      4   2007
## 165            0        0   <NA>  <NA>        <NA>       0     10   2007
## 166            0        0   <NA>  <NA>        <NA>       0      9   2008
## 167          142        0   <NA>  GdWo        <NA>       0     11   2009
## 168            0        0   <NA>  <NA>        <NA>       0     11   2007
## 169            0        0   <NA>  <NA>        <NA>       0      5   2007
## 170            0        0   <NA>  <NA>        <NA>       0      1   2006
## 171            0        0   <NA>  <NA>        <NA>       0      5   2007
## 172            0        0   <NA>  <NA>        <NA>       0      5   2010
## 173            0        0   <NA>  <NA>        <NA>       0      6   2006
## 174            0        0   <NA>  <NA>        <NA>       0      6   2008
## 175            0        0   <NA>  <NA>        <NA>       0     11   2008
## 176            0        0   <NA> MnPrv        <NA>       0      6   2007
## 177          192        0   <NA>  <NA>        <NA>       0      9   2007
## 178            0        0   <NA>  <NA>        <NA>       0      7   2006
## 179            0        0   <NA>  <NA>        <NA>       0      7   2009
## 180            0        0   <NA>  <NA>        <NA>       0      7   2007
## 181            0        0   <NA>  <NA>        <NA>       0      6   2007
## 182            0        0   <NA>  <NA>        <NA>       0      7   2006
## 183            0        0   <NA> MnPrv        <NA>       0      6   2007
## 184            0        0   <NA>  <NA>        <NA>       0      6   2008
## 185            0        0   <NA> MnPrv        <NA>       0      6   2006
## 186          410        0   <NA> GdPrv        <NA>       0      6   2006
## 187            0        0   <NA> GdPrv        <NA>       0      6   2009
## 188            0        0   <NA> MnPrv        <NA>       0      8   2009
## 189            0        0   <NA>  <NA>        <NA>       0      6   2009
## 190          224        0   <NA>  <NA>        <NA>       0      8   2008
## 191            0        0   <NA>  <NA>        <NA>       0     12   2007
## 192            0        0   <NA>  <NA>        <NA>       0      6   2007
## 193            0        0   <NA>  <NA>        <NA>       0      9   2009
## 194            0        0   <NA>  <NA>        <NA>       0      5   2006
## 195            0        0   <NA>  <NA>        <NA>       0      5   2008
## 196            0        0   <NA>  <NA>        <NA>       0      7   2009
## 197          266        0   <NA>  <NA>        <NA>       0      9   2007
## 198            0      512     Ex GdPrv        <NA>       0      3   2006
## 199            0        0   <NA> MnPrv        <NA>       0      7   2009
## 200          170        0   <NA>  <NA>        <NA>       0      1   2009
## 201            0        0   <NA>  <NA>        <NA>       0      3   2010
## 202            0        0   <NA> MnPrv        <NA>       0      2   2008
## 203            0        0   <NA>  <NA>        <NA>       0      5   2006
## 204            0        0   <NA>  <NA>        <NA>       0      1   2008
## 205            0        0   <NA>  MnWw        <NA>       0      4   2009
## 206            0        0   <NA>  <NA>        <NA>       0      5   2009
## 207            0        0   <NA>  <NA>        <NA>       0      3   2007
## 208            0        0   <NA>  GdWo        <NA>       0      4   2008
## 209          154        0   <NA>  <NA>        <NA>       0      4   2007
## 210            0        0   <NA> MnPrv        <NA>       0      7   2008
## 211            0        0   <NA>  <NA>        <NA>       0      4   2008
## 212            0        0   <NA>  <NA>        <NA>       0      3   2010
## 213            0        0   <NA>  <NA>        <NA>       0      7   2009
## 214            0        0   <NA>  <NA>        <NA>       0      7   2006
## 215            0        0   <NA> MnPrv        Shed     450      3   2010
## 216            0        0   <NA> MnPrv        <NA>       0      5   2006
## 217            0        0   <NA>  <NA>        <NA>       0      4   2008
## 218            0        0   <NA>  <NA>        <NA>       0      9   2006
## 219            0        0   <NA>  <NA>        <NA>       0      5   2008
## 220            0        0   <NA>  <NA>        <NA>       0      3   2006
## 221            0        0   <NA>  <NA>        <NA>       0      4   2006
## 222            0        0   <NA>  <NA>        <NA>       0     12   2009
## 223            0        0   <NA> MnPrv        <NA>       0      2   2006
## 224            0        0   <NA>  <NA>        <NA>       0      3   2009
## 225            0        0   <NA>  <NA>        <NA>       0      6   2009
## 226            0        0   <NA>  <NA>        <NA>       0      5   2009
## 227            0        0   <NA>  <NA>        <NA>       0      6   2007
## 228            0        0   <NA>  <NA>        <NA>       0      9   2008
## 229            0        0   <NA> MnPrv        <NA>       0      5   2010
## 230            0        0   <NA>  <NA>        <NA>       0      5   2009
## 231            0        0   <NA>  <NA>        <NA>       0      4   2010
## 232            0        0   <NA>  <NA>        <NA>       0      7   2009
## 233            0        0   <NA>  <NA>        <NA>       0      6   2006
## 234            0        0   <NA> MnPrv        <NA>       0      2   2010
## 235            0        0   <NA>  <NA>        <NA>       0      5   2010
## 236            0        0   <NA>  <NA>        <NA>       0      8   2008
## 237            0        0   <NA>  <NA>        <NA>       0      5   2010
## 238            0        0   <NA>  <NA>        <NA>       0      2   2010
## 239            0        0   <NA>  <NA>        <NA>       0     12   2007
## 240            0        0   <NA> MnPrv        <NA>       0      4   2010
## 241            0        0   <NA>  <NA>        <NA>       0      4   2010
## 242            0        0   <NA>  <NA>        <NA>       0      8   2007
## 243            0        0   <NA>  <NA>        <NA>       0      4   2006
## 244            0        0   <NA>  <NA>        <NA>       0      4   2009
## 245            0        0   <NA>  <NA>        <NA>       0      5   2010
## 246            0        0   <NA>  <NA>        <NA>       0      6   2006
## 247            0        0   <NA>  <NA>        <NA>       0      4   2006
## 248            0        0   <NA>  <NA>        <NA>       0      6   2006
## 249            0        0   <NA>  <NA>        <NA>       0      9   2007
## 250            0        0   <NA>  <NA>        Shed     500      6   2007
## 251            0        0   <NA>  GdWo        Shed     450      5   2010
## 252          153        0   <NA>  <NA>        <NA>       0     12   2007
## 253            0        0   <NA>  <NA>        <NA>       0     12   2008
## 254            0        0   <NA> MnPrv        <NA>       0     10   2007
## 255            0        0   <NA>  <NA>        <NA>       0      6   2010
## 256            0        0   <NA>  <NA>        <NA>       0      2   2006
## 257            0        0   <NA>  <NA>        <NA>       0      5   2008
## 258            0        0   <NA>  <NA>        <NA>       0      3   2009
## 259            0        0   <NA>  <NA>        <NA>       0      5   2008
## 260            0        0   <NA>  <NA>        <NA>       0     12   2008
## 261            0        0   <NA>  GdWo        <NA>       0      5   2009
## 262            0        0   <NA>  <NA>        <NA>       0     11   2007
## 263            0        0   <NA>  GdWo        <NA>       0      7   2006
## 264            0        0   <NA>  <NA>        <NA>       0      4   2010
## 265            0        0   <NA>  <NA>        <NA>       0      6   2008
## 266            0        0   <NA> GdPrv        <NA>       0      6   2008
## 267            0        0   <NA>  <NA>        <NA>       0      6   2006
## 268            0        0   <NA>  <NA>        <NA>       0      7   2008
## 269            0        0   <NA>  <NA>        <NA>       0      2   2008
## 270            0        0   <NA> GdPrv        <NA>       0      5   2007
## 271            0        0   <NA>  <NA>        <NA>       0      8   2006
## 272            0        0   <NA>  <NA>        <NA>       0      4   2008
## 273            0        0   <NA>  <NA>        <NA>       0      4   2010
## 274            0        0   <NA> MnPrv        <NA>       0      4   2009
## 275            0        0   <NA>  <NA>        <NA>       0      6   2007
## 276          144        0   <NA>  <NA>        <NA>       0     10   2009
## 277            0        0   <NA>  <NA>        <NA>       0      4   2010
## 278            0        0   <NA>  <NA>        <NA>       0      6   2010
## 279          142        0   <NA>  <NA>        <NA>       0      5   2007
## 280            0        0   <NA>  <NA>        <NA>       0      3   2008
## 281            0        0   <NA>  <NA>        <NA>       0      1   2007
## 282            0        0   <NA>  <NA>        <NA>       0      5   2006
## 283            0        0   <NA>  <NA>        <NA>       0      4   2009
## 284            0        0   <NA>  <NA>        <NA>       0     12   2009
## 285            0        0   <NA>  <NA>        <NA>       0      7   2007
## 286            0        0   <NA>  <NA>        <NA>       0      6   2007
## 287          128        0   <NA> GdPrv        <NA>       0      6   2006
## 288            0        0   <NA>  <NA>        <NA>       0      6   2006
## 289            0        0   <NA> MnPrv        <NA>       0      2   2010
## 290          259        0   <NA>  <NA>        <NA>       0      7   2007
## 291            0        0   <NA>  <NA>        <NA>       0      7   2006
## 292            0        0   <NA>  <NA>        <NA>       0      3   2008
## 293          160        0   <NA>  <NA>        <NA>       0      1   2009
## 294            0        0   <NA>  <NA>        <NA>       0      3   2006
## 295            0        0   <NA>  <NA>        <NA>       0     10   2009
## 296            0        0   <NA> GdPrv        <NA>       0      3   2006
## 297            0        0   <NA> MnPrv        <NA>       0      6   2007
## 298          198        0   <NA>  <NA>        <NA>       0      6   2007
## 299            0        0   <NA>  <NA>        <NA>       0      6   2007
## 300            0        0   <NA> GdPrv        <NA>       0      8   2009
## 301            0        0   <NA>  <NA>        <NA>       0      6   2006
## 302            0        0   <NA>  <NA>        <NA>       0      5   2007
## 303            0        0   <NA>  <NA>        <NA>       0      1   2006
## 304            0        0   <NA>  GdWo        <NA>       0      7   2006
## 305            0        0   <NA>  <NA>        <NA>       0      5   2008
## 306            0        0   <NA>  <NA>        <NA>       0      7   2007
## 307            0        0   <NA>  <NA>        <NA>       0      6   2007
## 308            0        0   <NA> MnPrv        <NA>       0      3   2008
## 309            0        0   <NA>  <NA>        <NA>       0      3   2009
## 310            0        0   <NA>  <NA>        <NA>       0     11   2006
## 311            0        0   <NA>  <NA>        <NA>       0      5   2006
## 312            0        0   <NA>  <NA>        <NA>       0      5   2009
## 313          271        0   <NA> MnPrv        <NA>       0      5   2006
## 314            0        0   <NA>  <NA>        <NA>       0      6   2009
## 315            0        0   <NA>  <NA>        <NA>       0      8   2006
## 316            0        0   <NA>  <NA>        <NA>       0      7   2009
## 317            0        0   <NA> GdPrv        <NA>       0      8   2009
## 318            0        0   <NA>  <NA>        <NA>       0     12   2007
## 319            0        0   <NA>  <NA>        <NA>       0      4   2009
## 320            0        0   <NA>  <NA>        <NA>       0      6   2009
## 321            0        0   <NA>  <NA>        <NA>       0      9   2006
## 322            0        0   <NA>  <NA>        <NA>       0      6   2007
## 323            0        0   <NA> MnPrv        <NA>       0      8   2007
## 324            0        0   <NA>  <NA>        <NA>       0      7   2006
## 325            0        0   <NA>  <NA>        <NA>       0      6   2010
## 326            0        0   <NA>  <NA>        <NA>       0     12   2007
## 327            0        0   <NA>  <NA>        <NA>       0      5   2008
## 328            0        0   <NA>  <NA>        <NA>       0      4   2006
## 329            0        0   <NA>  <NA>        <NA>       0      7   2009
## 330            0        0   <NA>  GdWo        <NA>       0      7   2009
## 331            0        0   <NA>  <NA>        <NA>       0     11   2007
## 332            0        0   <NA>  <NA>        <NA>       0      8   2007
## 333            0        0   <NA>  <NA>        <NA>       0     10   2009
## 334            0        0   <NA>  <NA>        <NA>       0      7   2008
## 335            0        0   <NA>  <NA>        <NA>       0      7   2008
## 336            0        0   <NA>  <NA>        Shed     700      8   2008
## 337            0        0   <NA>  <NA>        <NA>       0      7   2007
## 338            0        0   <NA>  <NA>        <NA>       0     12   2008
## 339            0        0   <NA>  <NA>        Shed     400      5   2006
## 340          234        0   <NA>  <NA>        <NA>       0      6   2009
## 341            0        0   <NA>  <NA>        <NA>       0      4   2010
## 342            0        0   <NA>  <NA>        <NA>       0      9   2009
## 343            0        0   <NA>  <NA>        <NA>       0      5   2006
## 344            0        0   <NA>  <NA>        <NA>       0      7   2008
## 345            0        0   <NA>  <NA>        <NA>       0      4   2010
## 346            0        0   <NA>  <NA>        <NA>       0     10   2006
## 347            0        0   <NA>  <NA>        Gar2   15500      4   2007
## 348            0        0   <NA>  <NA>        <NA>       0     12   2009
## 349            0        0   <NA>  <NA>        <NA>       0     10   2008
## 350            0        0   <NA>  <NA>        <NA>       0      4   2006
## 351            0        0   <NA>  <NA>        <NA>       0     12   2007
## 352          184        0   <NA>  <NA>        <NA>       0     12   2006
## 353            0        0   <NA>  <NA>        <NA>       0      3   2008
## 354            0        0   <NA>  <NA>        <NA>       0      5   2010
## 355            0        0   <NA>  <NA>        <NA>       0      6   2006
## 356            0        0   <NA>  <NA>        <NA>       0      8   2007
## 357            0        0   <NA>  <NA>        <NA>       0      7   2009
## 358            0        0   <NA> MnPrv        <NA>       0      8   2007
## 359            0        0   <NA>  <NA>        <NA>       0      7   2006
## 360          374        0   <NA>  <NA>        <NA>       0      6   2006
## 361          192        0   <NA> MnPrv        <NA>       0      6   2007
## 362            0        0   <NA>  <NA>        <NA>       0      7   2008
## 363            0        0   <NA>  <NA>        <NA>       0      7   2009
## 364            0        0   <NA>  <NA>        <NA>       0      5   2009
## 365            0        0   <NA>  <NA>        <NA>       0      7   2006
## 366            0        0   <NA>  <NA>        <NA>       0      7   2009
## 367          185        0   <NA>  <NA>        <NA>       0      7   2009
## 368            0        0   <NA>  <NA>        <NA>       0     12   2008
## 369            0        0   <NA>  <NA>        <NA>       0      3   2010
## 370          182        0   <NA>  <NA>        <NA>       0      3   2010
## 371            0        0   <NA>  <NA>        <NA>       0      1   2006
## 372            0        0   <NA>  <NA>        <NA>       0      7   2008
## 373           90        0   <NA> MnPrv        <NA>       0      2   2010
## 374            0        0   <NA>  GdWo        <NA>       0     11   2009
## 375            0        0   <NA>  <NA>        <NA>       0      7   2007
## 376            0        0   <NA>  <NA>        <NA>       0      3   2009
## 377            0        0   <NA>  <NA>        <NA>       0      7   2006
## 378            0        0   <NA>  <NA>        <NA>       0     12   2007
## 379            0        0   <NA>  <NA>        <NA>       0      6   2010
## 380            0        0   <NA>  <NA>        <NA>       0      6   2009
## 381            0        0   <NA>  <NA>        <NA>       0      5   2010
## 382            0        0   <NA>  <NA>        <NA>       0      8   2006
## 383            0        0   <NA>  <NA>        <NA>       0      4   2007
## 384            0        0   <NA>  <NA>        <NA>       0     10   2009
## 385            0        0   <NA>  <NA>        <NA>       0      6   2007
## 386          144        0   <NA>  <NA>        <NA>       0      4   2010
## 387            0        0   <NA>  <NA>        <NA>       0      5   2006
## 388            0        0   <NA>  GdWo        <NA>       0     10   2009
## 389            0        0   <NA>  <NA>        <NA>       0      7   2008
## 390            0        0   <NA>  <NA>        <NA>       0      8   2008
## 391            0        0   <NA> MnPrv        <NA>       0      4   2008
## 392            0        0   <NA>  <NA>        <NA>       0      6   2009
## 393            0        0   <NA> MnPrv        Shed    1200      7   2007
## 394            0        0   <NA>  GdWo        <NA>       0      4   2006
## 395            0        0   <NA>  <NA>        <NA>       0      7   2007
## 396            0        0   <NA>  <NA>        <NA>       0      6   2010
## 397            0        0   <NA>  <NA>        <NA>       0      9   2009
## 398            0        0   <NA>  <NA>        <NA>       0      7   2007
## 399            0        0   <NA>  <NA>        <NA>       0     11   2007
## 400            0        0   <NA>  <NA>        <NA>       0     10   2009
## 401          224        0   <NA>  <NA>        <NA>       0     12   2008
## 402            0        0   <NA>  <NA>        <NA>       0      7   2006
## 403            0        0   <NA> GdPrv        <NA>       0      8   2008
## 404            0        0   <NA>  <NA>        <NA>       0      7   2006
## 405            0        0   <NA>  <NA>        <NA>       0      5   2007
## 406            0        0   <NA>  GdWo        <NA>       0      6   2009
## 407            0        0   <NA>  <NA>        <NA>       0      3   2008
## 408            0        0   <NA>  <NA>        <NA>       0      3   2008
## 409            0        0   <NA>  <NA>        <NA>       0      8   2007
## 410            0        0   <NA>  <NA>        <NA>       0      4   2008
## 411            0        0   <NA>  <NA>        <NA>       0      6   2009
## 412            0        0   <NA>  <NA>        <NA>       0      1   2006
## 413            0        0   <NA>  <NA>        <NA>       0      6   2010
## 414            0        0   <NA>  <NA>        <NA>       0      3   2010
## 415            0        0   <NA>  <NA>        <NA>       0     12   2008
## 416            0        0   <NA>  <NA>        <NA>       0      8   2007
## 417            0        0   <NA>  <NA>        <NA>       0      3   2006
## 418            0        0   <NA>  <NA>        <NA>       0     11   2007
## 419            0        0   <NA>  <NA>        <NA>       0      4   2007
## 420            0        0   <NA>  <NA>        <NA>       0      7   2010
## 421            0        0   <NA>  <NA>        <NA>       0     11   2008
## 422            0        0   <NA>  <NA>        <NA>       0      6   2009
## 423            0        0   <NA>  <NA>        <NA>       0      2   2008
## 424            0        0   <NA>  <NA>        <NA>       0      6   2008
## 425            0        0   <NA>  <NA>        <NA>       0      5   2008
## 426            0        0   <NA>  <NA>        <NA>       0      9   2009
## 427          396        0   <NA>  <NA>        <NA>       0      8   2009
## 428            0        0   <NA>  <NA>        <NA>       0      7   2008
## 429            0        0   <NA>  <NA>        <NA>       0      9   2007
## 430            0        0   <NA>  <NA>        <NA>       0      3   2009
## 431            0        0   <NA>  <NA>        <NA>       0      7   2008
## 432            0        0   <NA> MnPrv        <NA>       0      9   2008
## 433            0        0   <NA>  <NA>        <NA>       0      8   2007
## 434            0        0   <NA>  <NA>        <NA>       0      7   2008
## 435            0        0   <NA>  <NA>        <NA>       0      6   2008
## 436            0        0   <NA>  <NA>        <NA>       0      4   2009
## 437            0        0   <NA>  <NA>        <NA>       0     10   2006
## 438            0        0   <NA>  <NA>        <NA>       0      1   2009
## 439            0        0   <NA> MnPrv        <NA>       0      3   2007
## 440            0        0   <NA> GdPrv        Shed     800      8   2009
## 441          170        0   <NA>  <NA>        <NA>       0      4   2009
## 442            0        0   <NA>  <NA>        <NA>       0      9   2008
## 443            0        0   <NA>  <NA>        <NA>       0      6   2008
## 444            0        0   <NA>  <NA>        <NA>       0      6   2007
## 445            0        0   <NA>  <NA>        <NA>       0      7   2008
## 446            0        0   <NA> MnPrv        <NA>       0     11   2009
## 447            0        0   <NA>  <NA>        <NA>       0      6   2010
## 448            0        0   <NA>  <NA>        <NA>       0      7   2006
## 449            0        0   <NA>  <NA>        <NA>       0      6   2006
## 450            0        0   <NA>  <NA>        <NA>       0      6   2007
## 451            0        0   <NA>  <NA>        <NA>       0      6   2006
## 452            0        0   <NA>  <NA>        <NA>       0     12   2006
## 453            0        0   <NA>  <NA>        <NA>       0      7   2007
## 454            0        0   <NA>  <NA>        <NA>       0      6   2009
## 455            0        0   <NA>  <NA>        <NA>       0      7   2006
## 456            0        0   <NA>  <NA>        <NA>       0      9   2007
## 457            0        0   <NA>  <NA>        <NA>       0      5   2008
## 458            0        0   <NA>  <NA>        <NA>       0      3   2008
## 459            0        0   <NA> MnPrv        <NA>       0      6   2008
## 460            0        0   <NA>  <NA>        <NA>       0      7   2009
## 461            0        0   <NA>  <NA>        <NA>       0     12   2009
## 462            0        0   <NA> MnPrv        <NA>       0      4   2009
## 463            0        0   <NA>  GdWo        <NA>       0     12   2009
## 464            0        0   <NA>  <NA>        <NA>       0      8   2008
## 465            0        0   <NA>  <NA>        <NA>       0      8   2009
## 466            0        0   <NA>  <NA>        <NA>       0      5   2006
## 467          176        0   <NA>  GdWo        <NA>       0      4   2007
## 468            0        0   <NA>  <NA>        <NA>       0      6   2007
## 469            0        0   <NA>  <NA>        <NA>       0      5   2007
## 470            0        0   <NA>  <NA>        <NA>       0      6   2008
## 471          140        0   <NA>  <NA>        <NA>       0      6   2010
## 472          276        0   <NA>  <NA>        <NA>       0     11   2007
## 473            0        0   <NA>  <NA>        <NA>       0      6   2008
## 474            0        0   <NA>  <NA>        <NA>       0      7   2007
## 475            0        0   <NA>  <NA>        <NA>       0      8   2007
## 476          192        0   <NA>  <NA>        <NA>       0      7   2007
## 477            0        0   <NA>  <NA>        <NA>       0      4   2008
## 478            0        0   <NA>  <NA>        <NA>       0      3   2007
## 479            0        0   <NA>  <NA>        <NA>       0      9   2009
## 480            0        0   <NA> MnPrv        <NA>       0      3   2007
## 481            0        0   <NA>  <NA>        <NA>       0      3   2006
## 482            0        0   <NA>  <NA>        <NA>       0      8   2006
## 483            0        0   <NA>  <NA>        <NA>       0      6   2009
## 484            0        0   <NA>  <NA>        <NA>       0      5   2006
## 485            0        0   <NA>  <NA>        <NA>       0      3   2007
## 486            0        0   <NA>  <NA>        <NA>       0      7   2009
## 487            0        0   <NA>  <NA>        <NA>       0      6   2007
## 488          180        0   <NA>  <NA>        <NA>       0      2   2007
## 489            0        0   <NA>  <NA>        <NA>       0      5   2006
## 490            0        0   <NA>  <NA>        <NA>       0      5   2009
## 491            0        0   <NA>  <NA>        <NA>       0      6   2008
## 492            0        0   <NA> MnPrv        <NA>       0      8   2006
## 493            0        0   <NA>  <NA>        <NA>       0      5   2006
## 494            0        0   <NA>  <NA>        <NA>       0      6   2008
## 495            0        0   <NA>  <NA>        <NA>       0     12   2009
## 496            0        0   <NA>  GdWo        <NA>       0     11   2009
## 497            0        0   <NA>  <NA>        <NA>       0      5   2007
## 498            0        0   <NA> GdPrv        <NA>       0      6   2008
## 499            0        0   <NA> MnPrv        <NA>       0      6   2009
## 500            0        0   <NA>  MnWw        Shed     480      6   2007
## 501            0        0   <NA>  <NA>        <NA>       0      5   2007
## 502            0        0   <NA>  <NA>        <NA>       0      2   2008
## 503            0        0   <NA> GdPrv        Shed     400      4   2007
## 504          161        0   <NA>  GdWo        <NA>       0      3   2010
## 505            0        0   <NA>  <NA>        <NA>       0      6   2009
## 506            0        0   <NA>  <NA>        <NA>       0      7   2009
## 507            0        0   <NA>  <NA>        <NA>       0      9   2006
## 508            0        0   <NA>  <NA>        <NA>       0      9   2009
## 509            0        0   <NA>  <NA>        <NA>       0     10   2008
## 510            0        0   <NA> MnPrv        <NA>       0      7   2009
## 511          168        0   <NA>  <NA>        Shed    2000      6   2009
## 512            0        0   <NA>  <NA>        <NA>       0      3   2006
## 513            0        0   <NA>  <NA>        <NA>       0      7   2006
## 514            0        0   <NA>  <NA>        <NA>       0      6   2007
## 515            0        0   <NA> MnPrv        <NA>       0      6   2007
## 516            0        0   <NA>  <NA>        <NA>       0      9   2009
## 517            0        0   <NA> GdPrv        <NA>       0      8   2009
## 518            0        0   <NA>  <NA>        <NA>       0      7   2009
## 519            0        0   <NA> MnPrv        <NA>       0      5   2007
## 520          145        0   <NA> MnPrv        <NA>       0      6   2009
## 521            0        0   <NA>  <NA>        <NA>       0      8   2008
## 522            0        0   <NA>  <NA>        <NA>       0      5   2007
## 523            0        0   <NA>  <NA>        <NA>       0     10   2006
## 524            0        0   <NA>  <NA>        <NA>       0     10   2007
## 525            0        0   <NA>  <NA>        <NA>       0      8   2007
## 526            0        0   <NA>  <NA>        <NA>       0      4   2006
## 527            0        0   <NA>  <NA>        <NA>       0      6   2007
## 528            0        0   <NA>  <NA>        <NA>       0     11   2008
## 529            0        0   <NA>  <NA>        <NA>       0      7   2007
## 530            0        0   <NA>  <NA>        <NA>       0      3   2007
## 531            0        0   <NA>  <NA>        <NA>       0      8   2008
## 532            0        0   <NA>  <NA>        <NA>       0      6   2008
## 533            0        0   <NA>  <NA>        <NA>       0      4   2010
## 534            0        0   <NA>  <NA>        <NA>       0      1   2007
## 535            0        0   <NA>  <NA>        <NA>       0     10   2006
## 536            0        0   <NA>  <NA>        <NA>       0      1   2008
## 537            0        0   <NA>  <NA>        <NA>       0      7   2008
## 538            0        0   <NA>  MnWw        <NA>       0      4   2008
## 539            0        0   <NA>  <NA>        <NA>       0      7   2006
## 540            0        0   <NA> MnPrv        Shed    2000      5   2010
## 541            0        0   <NA>  <NA>        <NA>       0      3   2009
## 542            0        0   <NA>  <NA>        <NA>       0      6   2007
## 543            0        0   <NA>  <NA>        <NA>       0      6   2009
## 544            0        0   <NA>  <NA>        <NA>       0      6   2007
## 545            0        0   <NA>  <NA>        <NA>       0      9   2006
## 546            0        0   <NA>  <NA>        <NA>       0      2   2006
## 547            0        0   <NA>  <NA>        <NA>       0      5   2007
## 548            0        0   <NA>  <NA>        <NA>       0      4   2007
## 549            0        0   <NA> MnPrv        <NA>       0      6   2008
## 550            0        0   <NA>  <NA>        <NA>       0     11   2009
## 551          200        0   <NA>  <NA>        <NA>       0     10   2008
## 552            0        0   <NA>  <NA>        <NA>       0      6   2008
## 553            0        0   <NA>  <NA>        <NA>       0      7   2009
## 554            0        0   <NA> MnPrv        <NA>       0      5   2009
## 555            0        0   <NA>  <NA>        <NA>       0      8   2008
## 556            0        0   <NA>  <NA>        <NA>       0      8   2006
## 557          122        0   <NA>  MnWw        <NA>       0      5   2006
## 558            0        0   <NA>  <NA>        <NA>       0      9   2006
## 559            0        0   <NA>  <NA>        <NA>       0      8   2008
## 560            0        0   <NA>  <NA>        <NA>       0     10   2006
## 561           95        0   <NA>  <NA>        <NA>       0      5   2010
## 562            0        0   <NA>  <NA>        <NA>       0      4   2006
## 563            0        0   <NA>  <NA>        <NA>       0      7   2008
## 564          144        0   <NA>  <NA>        <NA>       0      7   2008
## 565            0        0   <NA>  <NA>        <NA>       0      7   2006
## 566            0        0   <NA>  <NA>        <NA>       0      5   2010
## 567            0        0   <NA>  <NA>        <NA>       0      6   2008
## 568            0        0   <NA>  <NA>        <NA>       0      3   2010
## 569            0        0   <NA>  <NA>        <NA>       0      9   2009
## 570            0        0   <NA>  <NA>        <NA>       0     12   2006
## 571            0        0   <NA>  <NA>        <NA>       0     11   2008
## 572            0        0   <NA>  <NA>        <NA>       0     10   2006
## 573            0        0   <NA>  <NA>        <NA>       0      7   2009
## 574            0        0   <NA>  <NA>        <NA>       0     12   2007
## 575            0        0   <NA>  GdWo        <NA>       0     12   2007
## 576            0        0   <NA>  <NA>        <NA>       0     10   2008
## 577            0        0   <NA>  <NA>        <NA>       0      8   2009
## 578            0        0   <NA>  <NA>        <NA>       0      5   2006
## 579            0        0   <NA>  <NA>        <NA>       0      2   2008
## 580            0        0   <NA>  <NA>        <NA>       0     11   2008
## 581            0        0   <NA>  <NA>        <NA>       0      6   2007
## 582            0        0   <NA>  <NA>        <NA>       0      8   2009
## 583            0        0   <NA>  <NA>        <NA>       0      5   2007
## 584            0        0   <NA>  <NA>        <NA>       0      7   2008
## 585          120        0   <NA>  <NA>        <NA>       0      7   2009
## 586            0        0   <NA>  <NA>        <NA>       0      3   2006
## 587            0        0   <NA>  MnWw        <NA>       0      5   2008
## 588            0        0   <NA>  <NA>        <NA>       0      7   2009
## 589           60        0   <NA>  <NA>        <NA>       0      6   2009
## 590            0        0   <NA>  <NA>        Shed     600      8   2008
## 591            0        0   <NA>  <NA>        <NA>       0      9   2008
## 592            0        0   <NA>  <NA>        <NA>       0      6   2009
## 593            0        0   <NA>  <NA>        <NA>       0      6   2008
## 594            0        0   <NA>  <NA>        <NA>       0      5   2009
## 595            0        0   <NA> MnPrv        <NA>       0      4   2008
## 596          120        0   <NA>  <NA>        <NA>       0      8   2006
## 597            0        0   <NA>  <NA>        <NA>       0     10   2006
## 598            0        0   <NA>  <NA>        <NA>       0      2   2007
## 599            0        0   <NA>  <NA>        <NA>       0      3   2006
## 600            0        0   <NA> GdPrv        <NA>       0      7   2008
## 601            0        0   <NA>  <NA>        <NA>       0      6   2006
## 602          126        0   <NA>  <NA>        <NA>       0     12   2007
## 603            0        0   <NA>  <NA>        <NA>       0      2   2006
## 604            0        0   <NA>  <NA>        <NA>       0      6   2010
## 605            0        0   <NA>  <NA>        <NA>       0      9   2008
## 606          189        0   <NA>  <NA>        <NA>       0     10   2009
## 607            0        0   <NA> GdPrv        <NA>       0     11   2009
## 608            0        0   <NA>  <NA>        <NA>       0      8   2006
## 609            0        0   <NA>  <NA>        <NA>       0      9   2007
## 610            0        0   <NA>  <NA>        <NA>       0      4   2007
## 611            0        0   <NA>  <NA>        <NA>       0      5   2009
## 612            0        0   <NA> MnPrv        Shed     500      7   2007
## 613            0        0   <NA>  <NA>        <NA>       0     11   2009
## 614            0        0   <NA>  <NA>        <NA>       0     12   2007
## 615            0        0   <NA>  <NA>        <NA>       0      5   2010
## 616            0        0   <NA> MnPrv        <NA>       0      5   2010
## 617            0        0   <NA>  <NA>        <NA>       0      6   2006
## 618            0        0   <NA>  <NA>        <NA>       0      6   2008
## 619          260        0   <NA>  <NA>        <NA>       0      7   2007
## 620            0        0   <NA>  <NA>        <NA>       0      8   2008
## 621            0        0   <NA>  <NA>        <NA>       0      9   2008
## 622            0        0   <NA>  <NA>        <NA>       0      6   2008
## 623            0        0   <NA>  <NA>        <NA>       0      7   2009
## 624            0        0   <NA>  <NA>        <NA>       0      6   2007
## 625          147        0   <NA>  <NA>        <NA>       0     11   2006
## 626          385        0   <NA>  <NA>        <NA>       0      2   2010
## 627            0        0   <NA>  GdWo        Shed     600      8   2007
## 628            0        0   <NA>  <NA>        <NA>       0      3   2010
## 629            0        0   <NA>  <NA>        <NA>       0      9   2007
## 630            0        0   <NA> GdPrv        <NA>       0      6   2008
## 631            0        0   <NA> MnPrv        <NA>       0      6   2006
## 632            0        0   <NA>  <NA>        <NA>       0      8   2007
## 633            0        0   <NA>  <NA>        <NA>       0      4   2009
## 634            0        0   <NA>  <NA>        <NA>       0      7   2007
## 635            0        0   <NA> GdPrv        Shed     600      6   2010
## 636            0        0   <NA>  <NA>        <NA>       0      3   2007
## 637            0        0   <NA>  <NA>        <NA>       0      1   2009
## 638            0        0   <NA>  <NA>        <NA>       0     11   2009
## 639            0        0   <NA> MnPrv        <NA>       0      5   2008
## 640            0        0   <NA>  <NA>        <NA>       0     10   2006
## 641            0        0   <NA>  <NA>        <NA>       0      4   2008
## 642            0        0   <NA>  <NA>        <NA>       0      5   2007
## 643            0        0   <NA> MnPrv        <NA>       0      7   2009
## 644            0        0   <NA>  GdWo        <NA>       0      4   2007
## 645            0        0   <NA>  <NA>        <NA>       0     10   2009
## 646            0        0   <NA>  <NA>        <NA>       0      3   2007
## 647            0        0   <NA>  <NA>        <NA>       0      7   2008
## 648          287        0   <NA>  <NA>        <NA>       0      6   2008
## 649            0        0   <NA>  <NA>        <NA>       0      6   2010
## 650            0        0   <NA> MnPrv        <NA>       0     12   2007
## 651            0        0   <NA>  <NA>        <NA>       0      5   2008
## 652            0        0   <NA> MnPrv        <NA>       0     10   2009
## 653            0        0   <NA>  <NA>        <NA>       0      7   2009
## 654            0        0   <NA> MnPrv        <NA>       0      6   2008
## 655            0        0   <NA>  <NA>        <NA>       0      8   2008
## 656            0        0   <NA>  <NA>        <NA>       0      3   2010
## 657            0        0   <NA> MnPrv        <NA>       0      8   2008
## 658            0        0   <NA> MnPrv        <NA>       0      2   2008
## 659            0        0   <NA>  <NA>        <NA>       0      1   2010
## 660            0        0   <NA> MnPrv        <NA>       0      3   2009
## 661            0        0   <NA>  <NA>        <NA>       0     11   2007
## 662            0        0   <NA>  <NA>        <NA>       0      7   2009
## 663            0        0   <NA>  <NA>        <NA>       0      7   2009
## 664            0        0   <NA> MnPrv        <NA>       0      4   2008
## 665            0        0   <NA>  <NA>        <NA>       0      1   2006
## 666            0        0   <NA>  <NA>        <NA>       0     11   2006
## 667            0        0   <NA>  <NA>        <NA>       0      8   2007
## 668            0        0   <NA>  <NA>        <NA>       0     10   2008
## 669            0        0   <NA>  <NA>        <NA>       0     11   2006
## 670            0        0   <NA>  <NA>        <NA>       0      7   2006
## 671            0        0   <NA>  <NA>        <NA>       0      2   2009
## 672            0        0   <NA>  <NA>        <NA>       0      7   2009
## 673            0        0   <NA>  <NA>        <NA>       0      6   2006
## 674          200        0   <NA>  <NA>        <NA>       0      6   2007
## 675            0        0   <NA>  <NA>        <NA>       0      7   2008
## 676            0        0   <NA>  <NA>        <NA>       0      4   2009
## 677            0        0   <NA>  <NA>        <NA>       0      5   2006
## 678            0        0   <NA>  <NA>        <NA>       0      5   2009
## 679            0        0   <NA>  <NA>        <NA>       0      7   2009
## 680            0        0   <NA>  <NA>        <NA>       0     10   2007
## 681            0        0   <NA>  <NA>        <NA>       0      5   2010
## 682            0        0   <NA>  <NA>        <NA>       0      7   2009
## 683            0        0   <NA>  <NA>        <NA>       0     11   2008
## 684            0        0   <NA>  <NA>        <NA>       0      7   2007
## 685            0        0   <NA>  <NA>        <NA>       0      6   2010
## 686            0        0   <NA>  <NA>        <NA>       0      9   2007
## 687            0        0   <NA>  <NA>        <NA>       0      8   2007
## 688            0        0   <NA>  <NA>        <NA>       0      3   2007
## 689            0        0   <NA>  <NA>        <NA>       0     10   2007
## 690            0        0   <NA>  <NA>        <NA>       0      6   2007
## 691            0        0   <NA>  <NA>        <NA>       0      5   2008
## 692            0        0   <NA>  <NA>        <NA>       0      1   2007
## 693            0        0   <NA>  <NA>        <NA>       0      4   2006
## 694            0        0   <NA>  <NA>        <NA>       0     12   2006
## 695            0        0   <NA> MnPrv        <NA>       0      4   2009
## 696            0        0   <NA>  <NA>        <NA>       0      7   2006
## 697            0        0   <NA>  <NA>        <NA>       0      6   2006
## 698            0        0   <NA>  <NA>        <NA>       0      9   2006
## 699            0        0   <NA> MnPrv        <NA>       0      4   2010
## 700            0        0   <NA>  <NA>        <NA>       0      7   2008
## 701            0        0   <NA>  <NA>        <NA>       0      5   2006
## 702            0        0   <NA>  <NA>        <NA>       0      7   2006
## 703            0        0   <NA>  <NA>        <NA>       0      7   2006
## 704            0        0   <NA> MnPrv        <NA>       0      5   2010
## 705            0        0   <NA>  <NA>        <NA>       0      5   2010
## 706            0        0   <NA>  <NA>        Othr    3500      7   2010
## 707            0        0   <NA>  <NA>        <NA>       0      6   2007
## 708            0        0   <NA>  <NA>        <NA>       0     12   2009
## 709            0        0   <NA>  <NA>        <NA>       0      7   2007
## 710            0        0   <NA> MnPrv        <NA>       0     12   2008
## 711            0        0   <NA>  <NA>        <NA>       0      7   2008
## 712            0        0   <NA>  <NA>        <NA>       0      1   2010
## 713            0        0   <NA>  <NA>        <NA>       0     10   2008
## 714            0        0   <NA>  <NA>        <NA>       0      5   2006
## 715            0        0   <NA>  <NA>        <NA>       0      3   2010
## 716            0        0   <NA> MnPrv        <NA>       0      8   2009
## 717            0        0   <NA>  <NA>        <NA>       0      7   2007
## 718            0        0   <NA> MnPrv        <NA>       0     11   2008
## 719            0        0   <NA>  <NA>        <NA>       0      8   2008
## 720            0        0   <NA>  <NA>        <NA>       0      5   2006
## 721            0        0   <NA>  <NA>        <NA>       0     12   2006
## 722            0        0   <NA>  <NA>        <NA>       0      5   2010
## 723            0        0   <NA>  <NA>        <NA>       0      7   2009
## 724          156        0   <NA>  <NA>        <NA>       0      5   2008
## 725            0        0   <NA>  <NA>        <NA>       0      2   2009
## 726            0        0   <NA>  <NA>        Shed     500     11   2009
## 727            0        0   <NA>  <NA>        <NA>       0     12   2009
## 728            0        0   <NA>  <NA>        <NA>       0      2   2009
## 729            0        0   <NA>  <NA>        <NA>       0      7   2009
## 730            0        0   <NA>  <NA>        <NA>       0      1   2009
## 731            0        0   <NA>  <NA>        <NA>       0      3   2010
## 732            0        0   <NA>  <NA>        <NA>       0      5   2007
## 733            0        0   <NA>  <NA>        <NA>       0      7   2008
## 734            0        0   <NA>  GdWo        Shed     400      3   2009
## 735            0        0   <NA>  <NA>        <NA>       0      5   2007
## 736            0        0   <NA>  <NA>        <NA>       0     10   2006
## 737            0        0   <NA>  <NA>        <NA>       0      7   2006
## 738            0        0   <NA>  <NA>        <NA>       0      6   2006
## 739            0        0   <NA>  <NA>        <NA>       0      3   2009
## 740            0        0   <NA>  <NA>        <NA>       0      4   2009
## 741            0        0   <NA> GdPrv        <NA>       0      5   2007
## 742            0        0   <NA> GdPrv        <NA>       0      5   2008
## 743            0        0   <NA> GdPrv        <NA>       0     12   2007
## 744          100        0   <NA>  <NA>        <NA>       0     10   2009
## 745            0        0   <NA>  <NA>        <NA>       0     10   2008
## 746            0        0   <NA>  <NA>        <NA>       0      7   2008
## 747            0        0   <NA>  <NA>        <NA>       0      4   2009
## 748            0        0   <NA>  <NA>        <NA>       0      5   2009
## 749            0        0   <NA>  <NA>        <NA>       0      3   2010
## 750            0        0   <NA>  <NA>        <NA>       0      4   2009
## 751            0        0   <NA>  <NA>        <NA>       0      6   2010
## 752            0        0   <NA>  <NA>        <NA>       0      8   2007
## 753            0        0   <NA>  <NA>        <NA>       0      7   2006
## 754            0        0   <NA>  <NA>        <NA>       0      3   2006
## 755            0        0   <NA>  <NA>        <NA>       0      7   2009
## 756            0        0   <NA>  <NA>        <NA>       0      3   2009
## 757            0        0   <NA>  <NA>        <NA>       0      4   2009
## 758            0        0   <NA> GdPrv        <NA>       0      4   2010
## 759            0        0   <NA>  <NA>        <NA>       0      8   2008
## 760            0        0   <NA>  <NA>        <NA>       0     11   2007
## 761            0        0   <NA>  <NA>        Shed     450     10   2009
## 762            0        0   <NA>  <NA>        <NA>       0     10   2009
## 763            0        0   <NA>  <NA>        <NA>       0      6   2010
## 764          180        0   <NA>  <NA>        <NA>       0      7   2009
## 765          216        0   <NA>  <NA>        <NA>       0      4   2006
## 766            0        0   <NA>  <NA>        <NA>       0      8   2008
## 767            0        0   <NA> MnPrv        Shed     500      3   2010
## 768            0        0   <NA>  <NA>        Shed    1300      7   2008
## 769            0        0   <NA>  <NA>        <NA>       0     10   2006
## 770          210        0   <NA>  <NA>        <NA>       0      6   2010
## 771            0        0   <NA>  <NA>        <NA>       0      4   2009
## 772            0        0   <NA>  <NA>        <NA>       0      4   2006
## 773            0        0   <NA> MnPrv        <NA>       0      3   2010
## 774            0        0   <NA>  <NA>        <NA>       0      7   2007
## 775            0        0   <NA>  <NA>        <NA>       0      7   2007
## 776            0        0   <NA>  <NA>        <NA>       0      6   2009
## 777            0        0   <NA>  <NA>        <NA>       0      7   2006
## 778            0        0   <NA> MnPrv        <NA>       0      6   2006
## 779            0        0   <NA>  <NA>        <NA>       0     10   2007
## 780            0        0   <NA>  <NA>        <NA>       0      5   2006
## 781            0        0   <NA>  <NA>        <NA>       0      6   2007
## 782            0        0   <NA>  <NA>        <NA>       0      7   2006
## 783            0        0   <NA>  <NA>        <NA>       0      6   2009
## 784            0        0   <NA>  <NA>        <NA>       0      7   2009
## 785            0        0   <NA>  <NA>        <NA>       0      6   2008
## 786          197        0   <NA>  <NA>        <NA>       0      9   2009
## 787            0        0   <NA>  <NA>        Shed    1200      6   2010
## 788            0        0   <NA>  <NA>        <NA>       0      1   2010
## 789            0        0   <NA>  <NA>        <NA>       0      8   2008
## 790            0        0   <NA>  <NA>        <NA>       0      7   2007
## 791            0        0   <NA>  <NA>        <NA>       0      9   2009
## 792            0        0   <NA>  <NA>        <NA>       0      5   2007
## 793            0        0   <NA>  <NA>        <NA>       0      6   2007
## 794            0        0   <NA>  <NA>        <NA>       0      6   2007
## 795            0        0   <NA>  <NA>        Shed     500     10   2008
## 796          204        0   <NA> MnPrv        <NA>       0      4   2010
## 797            0        0   <NA> MnPrv        <NA>       0      4   2007
## 798            0        0   <NA>  <NA>        <NA>       0      4   2008
## 799            0        0   <NA>  <NA>        <NA>       0      7   2009
## 800            0        0   <NA> MnPrv        <NA>       0      6   2007
## 801            0        0   <NA>  <NA>        Shed     400      5   2008
## 802            0        0   <NA>  <NA>        <NA>       0      7   2007
## 803            0        0   <NA>  <NA>        <NA>       0     10   2008
## 804          192        0   <NA>  <NA>        <NA>       0      1   2009
## 805            0        0   <NA>  GdWo        <NA>       0      6   2006
## 806            0        0   <NA>  <NA>        <NA>       0      7   2008
## 807            0        0   <NA>  <NA>        <NA>       0     10   2006
## 808            0        0   <NA>  <NA>        <NA>       0      5   2009
## 809            0        0   <NA>  GdWo        <NA>       0      6   2006
## 810            0        0   <NA> MnPrv        <NA>       0     11   2009
## 811            0      648     Fa GdPrv        <NA>       0      1   2006
## 812            0        0   <NA>  <NA>        <NA>       0      6   2008
## 813            0        0   <NA>  <NA>        Shed      54      6   2010
## 814            0        0   <NA>  <NA>        Shed     500      4   2007
## 815            0        0   <NA>  <NA>        <NA>       0      7   2006
## 816            0        0   <NA>  <NA>        <NA>       0      5   2010
## 817            0        0   <NA>  <NA>        <NA>       0      7   2006
## 818            0        0   <NA>  <NA>        <NA>       0      7   2008
## 819            0        0   <NA> MnPrv        <NA>       0      6   2010
## 820            0        0   <NA>  <NA>        <NA>       0      6   2010
## 821            0        0   <NA>  <NA>        <NA>       0      6   2008
## 822            0        0   <NA>  <NA>        <NA>       0      2   2009
## 823            0        0   <NA>  <NA>        <NA>       0     10   2007
## 824            0        0   <NA>  GdWo        <NA>       0      7   2009
## 825            0        0   <NA>  <NA>        <NA>       0      6   2006
## 826            0        0   <NA>  <NA>        <NA>       0      6   2008
## 827            0        0   <NA>  <NA>        <NA>       0      5   2008
## 828            0        0   <NA>  <NA>        <NA>       0      4   2009
## 829          225        0   <NA>  <NA>        <NA>       0      6   2009
## 830            0        0   <NA>  <NA>        <NA>       0      7   2006
## 831          192        0   <NA>  <NA>        <NA>       0      6   2008
## 832            0        0   <NA>  <NA>        <NA>       0      6   2006
## 833            0        0   <NA>  <NA>        <NA>       0      1   2010
## 834          152        0   <NA>  <NA>        <NA>       0      2   2009
## 835            0        0   <NA>  GdWo        <NA>       0      9   2008
## 836            0        0   <NA>  <NA>        <NA>       0      2   2010
## 837            0        0   <NA>  GdWo        <NA>       0      6   2007
## 838            0        0   <NA>  <NA>        <NA>       0     11   2008
## 839            0        0   <NA>  <NA>        <NA>       0      6   2008
## 840            0        0   <NA>  <NA>        <NA>       0      5   2008
## 841            0        0   <NA>  <NA>        <NA>       0      3   2008
## 842            0        0   <NA>  <NA>        <NA>       0      6   2008
## 843            0        0   <NA> GdPrv        <NA>       0      5   2008
## 844            0        0   <NA>  <NA>        <NA>       0      7   2007
## 845            0        0   <NA>  <NA>        <NA>       0      6   2008
## 846            0        0   <NA>  <NA>        <NA>       0      1   2007
## 847            0        0   <NA>  <NA>        <NA>       0      7   2009
## 848            0        0   <NA>  <NA>        <NA>       0      8   2009
## 849          175        0   <NA>  <NA>        <NA>       0      9   2008
## 850            0        0   <NA>  <NA>        <NA>       0      8   2007
## 851            0        0   <NA>  <NA>        <NA>       0     11   2007
## 852            0        0   <NA>  <NA>        <NA>       0      5   2006
## 853          126        0   <NA> MnPrv        <NA>       0      8   2007
## 854            0        0   <NA> MnPrv        <NA>       0      8   2009
## 855          312        0   <NA>  <NA>        <NA>       0      7   2006
## 856            0        0   <NA>  <NA>        <NA>       0      4   2010
## 857            0        0   <NA> MnPrv        <NA>       0     10   2008
## 858            0        0   <NA>  <NA>        <NA>       0      3   2009
## 859            0        0   <NA> MnPrv        <NA>       0      6   2009
## 860          222        0   <NA>  <NA>        <NA>       0      8   2006
## 861            0        0   <NA> GdPrv        <NA>       0      6   2007
## 862            0        0   <NA>  <NA>        <NA>       0      4   2010
## 863            0        0   <NA> GdPrv        <NA>       0      5   2010
## 864            0        0   <NA> GdPrv        <NA>       0      7   2009
## 865            0        0   <NA>  <NA>        <NA>       0      5   2008
## 866            0        0   <NA> MnPrv        <NA>       0      8   2009
## 867            0        0   <NA>  <NA>        <NA>       0     11   2007
## 868            0        0   <NA>  <NA>        Shed     400      5   2007
## 869            0        0   <NA>  <NA>        <NA>       0      5   2006
## 870            0        0   <NA> GdPrv        <NA>       0      6   2010
## 871            0        0   <NA>  <NA>        <NA>       0      8   2009
## 872            0        0   <NA>  <NA>        <NA>       0      6   2010
## 873            0        0   <NA>  GdWo        <NA>       0     10   2008
## 874            0        0   <NA>  <NA>        Othr       0      9   2009
## 875            0        0   <NA>  <NA>        <NA>       0      8   2009
## 876            0        0   <NA>  <NA>        <NA>       0      8   2007
## 877            0        0   <NA>  <NA>        <NA>       0      1   2007
## 878            0        0   <NA>  <NA>        <NA>       0      6   2009
## 879            0        0   <NA> MnPrv        Shed     400      6   2010
## 880            0        0   <NA>  GdWo        <NA>       0      7   2009
## 881            0        0   <NA>  <NA>        <NA>       0      6   2007
## 882            0        0   <NA>  <NA>        <NA>       0      4   2007
## 883            0        0   <NA> MnPrv        <NA>       0     12   2009
## 884            0        0   <NA>  <NA>        <NA>       0      3   2006
## 885            0        0   <NA>  GdWo        <NA>       0      7   2009
## 886            0        0   <NA>  <NA>        <NA>       0      1   2008
## 887            0        0   <NA>  <NA>        <NA>       0      6   2006
## 888          265        0   <NA>  <NA>        <NA>       0      4   2008
## 889          224        0   <NA>  <NA>        <NA>       0     10   2007
## 890            0        0   <NA>  <NA>        <NA>       0      2   2009
## 891            0        0   <NA> MnPrv        Shed    2000      7   2007
## 892            0        0   <NA>  <NA>        <NA>       0      7   2009
## 893            0        0   <NA> MnPrv        <NA>       0      2   2006
## 894            0        0   <NA> GdPrv        <NA>       0      6   2008
## 895            0        0   <NA>  <NA>        <NA>       0      6   2009
## 896            0        0   <NA>  <NA>        <NA>       0     10   2008
## 897            0        0   <NA>  <NA>        <NA>       0      4   2006
## 898            0        0   <NA>  <NA>        <NA>       0      6   2009
## 899            0        0   <NA>  <NA>        <NA>       0      3   2010
## 900            0        0   <NA>  <NA>        <NA>       0      6   2006
## 901            0        0   <NA>  <NA>        <NA>       0      6   2007
## 902            0        0   <NA>  <NA>        <NA>       0      5   2009
## 903            0        0   <NA>  <NA>        <NA>       0      7   2006
## 904            0        0   <NA>  <NA>        <NA>       0      8   2006
## 905            0        0   <NA> MnPrv        <NA>       0      8   2007
## 906            0        0   <NA> MnPrv        <NA>       0      2   2010
## 907            0        0   <NA>  <NA>        <NA>       0      6   2007
## 908          322        0   <NA>  <NA>        <NA>       0      6   2006
## 909            0        0   <NA> MnPrv        <NA>       0      6   2006
## 910            0        0   <NA>  <NA>        <NA>       0      6   2009
## 911            0        0   <NA>  <NA>        <NA>       0      1   2010
## 912            0        0   <NA>  <NA>        <NA>       0     10   2009
## 913          120        0   <NA> MnPrv        Shed     620      7   2006
## 914            0        0   <NA>  <NA>        <NA>       0      8   2007
## 915            0        0   <NA>  <NA>        <NA>       0      6   2009
## 916            0        0   <NA>  <NA>        <NA>       0      1   2007
## 917            0        0   <NA>  <NA>        <NA>       0     10   2006
## 918            0        0   <NA>  <NA>        <NA>       0      4   2009
## 919            0        0   <NA> GdPrv        <NA>       0     11   2007
## 920          190        0   <NA>  <NA>        <NA>       0      5   2008
## 921            0        0   <NA>  <NA>        <NA>       0      7   2007
## 922            0        0   <NA> GdPrv        <NA>       0      9   2008
## 923            0        0   <NA>  <NA>        <NA>       0     10   2006
## 924            0        0   <NA>  <NA>        <NA>       0      7   2008
## 925            0        0   <NA>  <NA>        <NA>       0      5   2006
## 926            0        0   <NA>  <NA>        <NA>       0      3   2008
## 927            0        0   <NA>  <NA>        <NA>       0      5   2007
## 928            0        0   <NA> GdPrv        <NA>       0      4   2008
## 929            0        0   <NA>  <NA>        <NA>       0      6   2009
## 930            0        0   <NA>  <NA>        <NA>       0     11   2006
## 931            0        0   <NA>  <NA>        <NA>       0      7   2009
## 932            0        0   <NA>  GdWo        <NA>       0      7   2009
## 933            0        0   <NA>  <NA>        <NA>       0      3   2007
## 934            0        0   <NA>  <NA>        <NA>       0      8   2009
## 935            0        0   <NA>  <NA>        <NA>       0     11   2008
## 936            0        0   <NA>  <NA>        <NA>       0      6   2006
## 937            0        0   <NA>  <NA>        <NA>       0      8   2009
## 938            0        0   <NA>  <NA>        <NA>       0      2   2009
## 939            0        0   <NA>  <NA>        <NA>       0      8   2006
## 940            0        0   <NA>  <NA>        <NA>       0      6   2010
## 941            0        0   <NA>  <NA>        <NA>       0      7   2006
## 942            0        0   <NA> GdPrv        <NA>       0      6   2009
## 943            0        0   <NA>  <NA>        <NA>       0      8   2007
## 944            0        0   <NA>  <NA>        <NA>       0      6   2007
## 945          233        0   <NA>  <NA>        <NA>       0      1   2009
## 946            0        0   <NA>  MnWw        <NA>       0      9   2009
## 947            0        0   <NA>  <NA>        <NA>       0      3   2006
## 948            0        0   <NA>  <NA>        <NA>       0     11   2007
## 949            0        0   <NA>  <NA>        <NA>       0      2   2006
## 950            0        0   <NA>  <NA>        <NA>       0      3   2010
## 951            0        0   <NA>  <NA>        <NA>       0      7   2007
## 952            0        0   <NA> MnPrv        <NA>       0      7   2006
## 953            0        0   <NA> MnPrv        <NA>       0      4   2009
## 954            0        0   <NA> MnPrv        Shed     400      9   2008
## 955            0        0   <NA>  <NA>        <NA>       0     10   2006
## 956            0        0   <NA>  <NA>        <NA>       0      8   2007
## 957            0        0   <NA> GdPrv        <NA>       0      5   2009
## 958            0        0   <NA>  <NA>        <NA>       0      4   2007
## 959            0        0   <NA>  <NA>        <NA>       0     10   2007
## 960            0        0   <NA>  <NA>        <NA>       0      5   2010
## 961            0        0   <NA>  <NA>        <NA>       0      2   2010
## 962            0        0   <NA>  <NA>        <NA>       0      7   2008
## 963            0        0   <NA>  <NA>        <NA>       0      7   2007
## 964            0        0   <NA>  <NA>        <NA>       0      5   2009
## 965            0        0   <NA>  <NA>        <NA>       0      2   2010
## 966            0        0   <NA>  <NA>        <NA>       0      7   2007
## 967            0        0   <NA>  <NA>        <NA>       0      6   2009
## 968            0        0   <NA>  <NA>        <NA>       0      7   2008
## 969            0        0   <NA>  GdWo        <NA>       0      5   2009
## 970            0        0   <NA>  <NA>        <NA>       0      3   2006
## 971            0        0   <NA>  <NA>        <NA>       0     12   2006
## 972            0        0   <NA>  <NA>        <NA>       0      7   2009
## 973            0        0   <NA>  <NA>        <NA>       0      4   2010
## 974            0        0   <NA>  <NA>        <NA>       0     12   2008
## 975            0        0   <NA> GdPrv        <NA>       0     10   2009
## 976            0        0   <NA>  <NA>        <NA>       0      4   2006
## 977            0        0   <NA>  <NA>        <NA>       0      8   2006
## 978            0        0   <NA>  <NA>        <NA>       0     11   2007
## 979            0        0   <NA>  <NA>        <NA>       0      5   2007
## 980            0        0   <NA> MnPrv        <NA>       0      6   2009
## 981            0        0   <NA>  <NA>        <NA>       0      7   2008
## 982            0        0   <NA>  <NA>        <NA>       0      7   2009
## 983            0        0   <NA>  <NA>        <NA>       0      3   2008
## 984            0        0   <NA>  <NA>        <NA>       0      5   2008
## 985            0        0   <NA>  <NA>        <NA>       0      8   2009
## 986            0        0   <NA>  <NA>        <NA>       0      8   2008
## 987            0        0   <NA>  <NA>        <NA>       0      6   2006
## 988            0        0   <NA>  <NA>        <NA>       0      4   2010
## 989            0        0   <NA>  <NA>        <NA>       0      6   2007
## 990            0        0   <NA>  <NA>        <NA>       0      8   2006
## 991            0        0   <NA>  <NA>        <NA>       0      6   2006
## 992            0        0   <NA>  <NA>        <NA>       0     11   2009
## 993            0        0   <NA>  MnWw        <NA>       0      7   2007
## 994            0        0   <NA>  <NA>        <NA>       0      8   2006
## 995            0        0   <NA>  <NA>        <NA>       0      7   2009
## 996           63        0   <NA> MnPrv        <NA>       0      8   2006
## 997            0        0   <NA>  <NA>        <NA>       0      1   2006
## 998            0        0   <NA>  <NA>        <NA>       0      2   2009
## 999            0        0   <NA>  <NA>        <NA>       0      5   2006
## 1000           0        0   <NA>  <NA>        <NA>       0      2   2010
## 1001           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1002           0        0   <NA>  <NA>        <NA>       0      1   2007
## 1003           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1004           0        0   <NA>  <NA>        <NA>       0      6   2007
## 1005           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1006           0        0   <NA>  <NA>        <NA>       0     11   2008
## 1007         147        0   <NA>  <NA>        <NA>       0      3   2007
## 1008           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1009         180        0   <NA>  <NA>        <NA>       0      4   2009
## 1010           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1011           0        0   <NA>  <NA>        <NA>       0      8   2008
## 1012           0        0   <NA>  <NA>        <NA>       0      5   2010
## 1013          53        0   <NA>  <NA>        <NA>       0      8   2007
## 1014           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1015           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1016           0        0   <NA>  <NA>        <NA>       0     11   2009
## 1017           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1018           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1019           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1020           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1021           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1022           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1023           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1024           0        0   <NA>  <NA>        <NA>       0      5   2008
## 1025           0        0   <NA>  <NA>        <NA>       0      5   2008
## 1026           0        0   <NA> MnPrv        <NA>       0      3   2007
## 1027         143        0   <NA>  <NA>        <NA>       0      4   2010
## 1028           0        0   <NA>  <NA>        <NA>       0      4   2008
## 1029           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1030           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1031           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1032           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1033           0        0   <NA>  <NA>        <NA>       0     11   2006
## 1034           0        0   <NA>  <NA>        <NA>       0      2   2006
## 1035           0        0   <NA> MnPrv        <NA>       0      6   2007
## 1036           0        0   <NA>  <NA>        <NA>       0      1   2009
## 1037           0        0   <NA>  <NA>        <NA>       0      9   2009
## 1038         189        0   <NA>  <NA>        <NA>       0      9   2008
## 1039           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1040           0        0   <NA>  <NA>        <NA>       0      4   2009
## 1041           0        0   <NA> GdPrv        <NA>       0      1   2006
## 1042           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1043           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1044           0        0   <NA>  <NA>        <NA>       0      5   2008
## 1045           0        0   <NA> MnPrv        <NA>       0      7   2009
## 1046           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1047           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1048           0        0   <NA>  <NA>        <NA>       0      2   2008
## 1049           0        0   <NA> GdPrv        <NA>       0     11   2009
## 1050           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1051           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1052           0        0   <NA>  <NA>        <NA>       0     10   2007
## 1053           0        0   <NA> GdPrv        <NA>       0      6   2007
## 1054           0        0   <NA>  <NA>        <NA>       0      5   2010
## 1055           0        0   <NA>  <NA>        <NA>       0     11   2006
## 1056         189        0   <NA> MnPrv        <NA>       0      5   2008
## 1057           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1058           0        0   <NA>  <NA>        <NA>       0      1   2009
## 1059           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1060           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1061           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1062           0        0   <NA>  <NA>        Shed     560      8   2008
## 1063           0        0   <NA>  <NA>        <NA>       0      9   2007
## 1064           0        0   <NA> MnPrv        <NA>       0      7   2006
## 1065           0        0   <NA> MnPrv        <NA>       0     11   2009
## 1066           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1067           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1068         189        0   <NA>  <NA>        <NA>       0      6   2008
## 1069           0        0   <NA> GdPrv        <NA>       0      6   2006
## 1070           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1071         192        0   <NA>  <NA>        <NA>       0      6   2007
## 1072           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1073           0        0   <NA>  <NA>        <NA>       0      8   2006
## 1074           0        0   <NA> MnPrv        <NA>       0      7   2009
## 1075           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1076           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1077           0        0   <NA>  <NA>        Shed     500      4   2006
## 1078           0        0   <NA>  <NA>        <NA>       0      3   2006
## 1079           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1080           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1081           0        0   <NA>  <NA>        <NA>       0     10   2008
## 1082           0        0   <NA> MnPrv        <NA>       0      6   2010
## 1083           0        0   <NA>  <NA>        <NA>       0      9   2007
## 1084           0        0   <NA> MnPrv        Shed     700      3   2006
## 1085           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1086           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1087           0        0   <NA>  <NA>        <NA>       0      5   2010
## 1088           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1089           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1090           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1091           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1092           0        0   <NA>  <NA>        <NA>       0      3   2008
## 1093           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1094           0        0   <NA> MnPrv        <NA>       0     10   2006
## 1095         160        0   <NA>  <NA>        <NA>       0      5   2010
## 1096           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1097           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1098           0        0   <NA>  <NA>        <NA>       0     10   2007
## 1099           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1100           0        0   <NA>  <NA>        <NA>       0      4   2009
## 1101           0        0   <NA>  <NA>        <NA>       0      1   2009
## 1102           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1103           0        0   <NA>  MnWw        <NA>       0      4   2007
## 1104           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1105           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1106           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1107           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1108           0        0   <NA>  <NA>        <NA>       0      9   2006
## 1109           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1110           0        0   <NA>  <NA>        <NA>       0      3   2009
## 1111           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1112           0        0   <NA>  <NA>        <NA>       0      9   2008
## 1113           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1114           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1115           0        0   <NA> MnPrv        <NA>       0      8   2006
## 1116           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1117           0        0   <NA>  <NA>        <NA>       0      3   2009
## 1118           0        0   <NA>  <NA>        <NA>       0      5   2008
## 1119           0        0   <NA>  <NA>        <NA>       0     12   2008
## 1120           0        0   <NA>  GdWo        <NA>       0      7   2006
## 1121           0        0   <NA> MnPrv        <NA>       0      5   2007
## 1122           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1123         160        0   <NA> MnPrv        <NA>       0     10   2009
## 1124           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1125           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1126           0        0   <NA>  <NA>        <NA>       0     11   2009
## 1127           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1128           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1129           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1130           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1131           0        0   <NA> MnPrv        <NA>       0     12   2009
## 1132           0        0   <NA> MnPrv        <NA>       0      9   2007
## 1133           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1134           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1135           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1136           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1137           0        0   <NA>  <NA>        <NA>       0      4   2008
## 1138           0        0   <NA>  <NA>        <NA>       0      5   2010
## 1139           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1140         126        0   <NA>  <NA>        <NA>       0      5   2007
## 1141           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1142           0        0   <NA>  <NA>        <NA>       0     10   2009
## 1143           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1144           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1145           0        0   <NA> MnPrv        <NA>       0      7   2010
## 1146           0        0   <NA>  <NA>        <NA>       0      8   2006
## 1147           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1148           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1149           0        0   <NA>  <NA>        <NA>       0      8   2008
## 1150           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1151           0        0   <NA> GdPrv        <NA>       0     11   2007
## 1152         100        0   <NA>  <NA>        <NA>       0     11   2006
## 1153           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1154           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1155         273        0   <NA> GdPrv        <NA>       0      5   2008
## 1156         180        0   <NA>  <NA>        <NA>       0      7   2007
## 1157           0        0   <NA> MnPrv        <NA>       0     10   2008
## 1158           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1159           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1160           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1161           0        0   <NA>  <NA>        <NA>       0      7   2010
## 1162           0        0   <NA>  <NA>        <NA>       0     11   2008
## 1163           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1164           0        0   <NA>  <NA>        <NA>       0      1   2008
## 1165           0        0   <NA>  <NA>        <NA>       0      6   2007
## 1166           0        0   <NA>  <NA>        <NA>       0      9   2009
## 1167           0        0   <NA>  <NA>        <NA>       0      2   2010
## 1168           0        0   <NA>  <NA>        <NA>       0      2   2006
## 1169          90        0   <NA>  <NA>        <NA>       0      7   2008
## 1170           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1171           0      576     Gd GdPrv        <NA>       0      7   2008
## 1172         288        0   <NA>  <NA>        Shed    1400     11   2008
## 1173           0        0   <NA>  <NA>        <NA>       0      3   2008
## 1174           0        0   <NA> MnPrv        <NA>       0      3   2007
## 1175           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1176           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1177           0        0   <NA> MnPrv        <NA>       0     10   2008
## 1178           0        0   <NA>  <NA>        <NA>       0     12   2009
## 1179           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1180           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1181           0        0   <NA> GdPrv        <NA>       0      4   2006
## 1182           0        0   <NA>  <NA>        <NA>       0     11   2008
## 1183           0      555     Ex MnPrv        <NA>       0      7   2007
## 1184           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1185         263        0   <NA>  <NA>        <NA>       0      5   2007
## 1186           0        0   <NA>  <NA>        <NA>       0      3   2006
## 1187           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1188           0        0   <NA> GdPrv        <NA>       0      7   2006
## 1189           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1190           0        0   <NA>  <NA>        <NA>       0      6   2010
## 1191           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1192           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1193           0        0   <NA>  GdWo        <NA>       0      7   2007
## 1194           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1195           0        0   <NA> MnPrv        <NA>       0      3   2010
## 1196           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1197           0        0   <NA>  <NA>        <NA>       0     11   2006
## 1198           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1199           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1200           0        0   <NA>  <NA>        <NA>       0     10   2006
## 1201           0        0   <NA>  <NA>        Shed       0      7   2006
## 1202           0        0   <NA>  <NA>        <NA>       0      3   2009
## 1203           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1204           0        0   <NA>  <NA>        <NA>       0     10   2009
## 1205           0        0   <NA> MnPrv        <NA>       0      7   2006
## 1206           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1207           0        0   <NA> MnPrv        <NA>       0     11   2006
## 1208           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1209           0        0   <NA>  <NA>        <NA>       0     10   2008
## 1210           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1211           0        0   <NA> GdPrv        Shed     400      5   2010
## 1212           0        0   <NA>  <NA>        <NA>       0      6   2010
## 1213           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1214           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1215           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1216           0        0   <NA> MnPrv        <NA>       0      5   2007
## 1217           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1218           0        0   <NA>  <NA>        <NA>       0      9   2009
## 1219           0        0   <NA>  <NA>        <NA>       0      7   2006
##      SaleType SaleCondition SalePrice     tich
## 1          WD        Normal    208500   507000
## 2          WD        Normal    181500   192000
## 3          WD        Normal    223500   675000
## 4          WD       Abnorml    140000   668500
## 5          WD        Normal    250000   855600
## 6          WD        Normal    143000   705750
## 7          WD        Normal    307000   201680
## 8          WD        Normal    200000   622920
## 9          WD       Abnorml    129900   306000
## 10         WD        Normal    118000  1409800
## 11         WD        Normal    129500   224000
## 12        New       Partial    345000   715440
## 13         WD        Normal    144000   259360
## 14        New       Partial    279500   213040
## 15         WD        Normal    157000   218400
## 16         WD        Normal    132000   275400
## 17         WD        Normal    149000   224820
## 18         WD        Normal     90000   971190
## 19         WD        Normal    159000   273900
## 20        COD       Abnorml    139000   151200
## 21        New       Partial    325300   852900
## 22         WD        Normal    139400   335205
## 23         WD        Normal    230000   194840
## 24         WD        Normal    129900   506880
## 25         WD        Normal    154000   164920
## 26         WD        Normal    256300   284600
## 27         WD        Normal    134800   144000
## 28         WD        Normal    306000   229560
## 29         WD        Normal    207500   326420
## 30         WD        Normal     68500   189720
## 31         WD        Normal     40000   595000
## 32         WD        Normal    149350   170880
## 33         WD        Normal    179900   220980
## 34         WD        Normal    165500   211040
## 35         WD        Normal    277500   877560
## 36         WD        Normal    309000   805080
## 37         WD        Normal    145000   217180
## 38         WD        Normal    153000   170640
## 39         WD       Abnorml    109000   158440
## 40         WD       AdjLand     82000   543600
## 41         WD       Abnorml    160000   173160
## 42         WD        Normal    170000   338100
## 43         WD        Normal    144000   780300
## 44         WD        Normal    130250   184000
## 45         WD        Normal    141000   158900
## 46         WD        Normal    319900   918960
## 47         WD       Abnorml    239686   641100
## 48         WD        Normal    249700   221920
## 49        New       Partial    113000   846640
## 50         WD        Normal    127000   154840
## 51         WD        Normal    177000   832140
## 52         WD        Normal    114500   312000
## 53         WD        Normal    110000   762480
## 54         WD        Normal    385000  1005420
## 55         WD        Normal    130000   570720
## 56         WD        Normal    180500   203500
## 57         WD       Abnorml    172500   423200
## 58         WD        Normal    196500   698700
## 59        New       Partial    438780   820920
## 60         WD        Normal    124900   144000
## 61        New       Partial    158000   261440
## 62         WD        Normal    101000   540000
## 63         WD        Normal    202500   773040
## 64         WD        Normal    140000   721000
## 65         WD        Normal    219500   562500
## 66         WD        Normal    317000   575460
## 67         WD        Normal    180000   398000
## 68         WD        Normal    226000   213300
## 69         WD        Normal     80000   138240
## 70         WD        Normal    225000   779650
## 71         WD        Normal    244000   273020
## 72         WD        Normal    129500   151980
## 73         WD        Normal    185000   608460
## 74         WD        Normal    144900   204000
## 75         WD        Normal    107400   289500
## 76         WD        Normal     91000   287280
## 77         WD        Normal    135750   169500
## 78         WD        Normal    127000   431750
## 79         WD        Normal    136500   970020
## 80         WD        Normal    110000   522000
## 81         WD        Normal    193500   780000
## 82         WD        Normal    153500   540000
## 83         WD        Normal    245000   204120
## 84        COD        Normal    126500   177840
## 85         WD        Normal    168500   682400
## 86         WD        Normal    260000   963540
## 87         WD        Normal    174000   714660
## 88        New       Partial    164500   632160
## 89      ConLD       Abnorml     85000   423500
## 90         WD        Normal    123600   161400
## 91         WD        Normal    109900   144000
## 92         WD       Abnorml     98600   170000
## 93         WD        Normal    163500   400800
## 94         WD        Normal    133900  1368000
## 95         WD        Normal    204750   560220
## 96         WD        Normal    185000   585900
## 97         WD        Normal    214000   205280
## 98         WD        Normal     94750   218420
## 99        COD       Abnorml     83000   318750
## 100        WD        Normal    128950   186400
## 101        WD        Normal    205000   212060
## 102        WD        Normal    178000   552360
## 103        WD        Alloca    118964   631620
## 104        WD        Normal    198900   208040
## 105        WD        Normal    169500   387900
## 106        WD        Normal    250000   562500
## 107        WD        Normal    100000   324000
## 108        WD       Partial    115000   120000
## 109        WD        Normal    115000   425000
## 110       COD        Normal    190000   235020
## 111        WD        Normal    136900   476250
## 112        WD        Normal    180000   620000
## 113       New       Partial    383970   597900
## 114       COD       Abnorml    217000   420000
## 115        WD        Normal    259500   508130
## 116        WD        Normal    176000   516800
## 117        WD        Normal    139000   232320
## 118       New       Partial    155000   170720
## 119        WD        Normal    320000   742560
## 120       New       Partial    163990   507660
## 121        WD        Normal    180000  1716240
## 122        WD        Normal    100000   303000
## 123        WD        Normal    136000   189280
## 124        WD        Normal    153900   947040
## 125        WD        Normal    181000   340860
## 126        WD        Normal     84500  1288200
## 127        WD        Normal    128000   591360
## 128        WD        Normal     87000   197460
## 129        WD        Normal    155000   455400
## 130        WD       Abnorml    150000   179460
## 131        WD        Normal    226000   852000
## 132        WD        Normal    244000   733440
## 133        WD        Normal    150750   147760
## 134        WD        Normal    220000   137060
## 135        WD        Normal    180000   206700
## 136        WD        Normal    174000   208000
## 137        WD        Normal    143000   207100
## 138        WD        Family    171000   996300
## 139        WD        Normal    230000   543960
## 140        WD        Normal    231500   925560
## 141     ConLI        Normal    115000   210000
## 142        WD        Normal    260000   232900
## 143        WD        Normal    166000   426000
## 144        WD        Normal    204000   206700
## 145     ConLI       Abnorml    125000   819000
## 146        WD        Normal    130000   403520
## 147        WD        Normal    105000   183600
## 148        WD        Normal    222500   570300
## 149        WD        Normal    141000   150000
## 150        WD        Normal    115000   312000
## 151        WD        Normal    122000   207120
## 152       New       Partial    372402   277820
## 153        WD        Normal    190000   888180
## 154        WD        Normal    235000   270000
## 155        WD        Family    125000   340200
## 156        WD        Normal     79000   480000
## 157        WD        Normal    109500   144000
## 158       New       Partial    269500   720180
## 159        WD        Normal    254900   753120
## 160       New       Partial    320000  1162680
## 161        WD        Normal    162500   222400
## 162        WD        Normal    412500   821280
## 163       New       Partial    220000   243640
## 164        WD        Normal    103200   247500
## 165        WD        Normal    152000   216000
## 166        WD        Normal    127500  1920140
## 167       COD        Normal    190000   214160
## 168       New       Partial    325624   633720
## 169        WD        Normal    183500   494640
## 170        WD        Normal    228000   333380
## 171        WD        Normal    128500   617900
## 172        WD        Normal    215000   635400
## 173        WD        Normal    239000   848960
## 174       COD        Normal    163000   203940
## 175        WD        Normal    184000   248320
## 176        WD        Normal    243000   252300
## 177        WD        Normal    211000   601740
## 178        WD        Normal    172500   682500
## 179       New       Partial    501837   348460
## 180        WD        Normal    100000   255600
## 181        WD        Normal    177000   338720
## 182        WD        Normal    200100   531160
## 183        WD        Normal    120000   181200
## 184        WD        Normal    200000   571300
## 185        WD        Normal    127000   371900
## 186        WD        Normal    475000  1721250
## 187        WD        Normal    173000   795760
## 188        WD        Normal    135000   520500
## 189        WD        Alloca    153337   631620
## 190        WD        Normal    286000   590760
## 191        WD        Normal    315000   739900
## 192        WD        Normal    184000   448320
## 193        WD        Normal    192000   180340
## 194        WD        Normal    130000   403520
## 195        WD        Normal    127000   143600
## 196        WD        Normal    148500   364800
## 197       New       Partial    311872   188320
## 198        WD       Abnorml    235000  1906425
## 199        WD       Abnorml    104000   414000
## 200        WD        Normal    274900   191820
## 201        WD        Normal    140000   170920
## 202        WD        Normal    171500   202500
## 203       COD        Normal    112000   350000
## 204        WD        Normal    149000   532560
## 205        WD        Normal    110000   175000
## 206        WD        Normal    180500   237020
## 207        WD        Normal    143900   273460
## 208        WD        Normal    141000   249860
## 209        WD        Normal    277000   861840
## 210        WD        Normal    145000   165000
## 211        WD        Normal     98000   168120
## 212        WD        Normal    186000   208400
## 213       New       Partial    252678   518400
## 214        WD        Normal    156000   271360
## 215        WD        Normal    161750   654000
## 216        WD        Normal    134450   200220
## 217        WD        Normal    210000   169000
## 218        WD        Family    107000   693420
## 219        WD        Normal    311500   783000
## 220       New       Partial    167240   361200
## 221       New       Partial    204900   179800
## 222     ConLI        Normal    200000   484080
## 223        WD        Normal    179900   688500
## 224        WD       Abnorml     97000   210000
## 225        WD        Normal    386250   269440
## 226       COD       Abnorml    112000   268800
## 227        WD       Abnorml    290000   597000
## 228        WD        Normal    106000   299040
## 229        WD        Normal    125000   170420
## 230        WD        Normal    192500   381840
## 231        WD        Normal    148000   175200
## 232        WD        Normal    403000   908280
## 233        WD        Normal     94500   268800
## 234        WD        Normal    128200   213000
## 235        WD        Normal    216500   471060
## 236        WD        Normal     89500   268800
## 237        WD        Normal    185500   175460
## 238        WD        Normal    194500   567180
## 239       New       Partial    318000   240600
## 240        WD        Normal    113000   437050
## 241        WD        Normal    262500   180000
## 242        WD        Normal    110500   116400
## 243        WD        Normal     79000   250000
## 244        WD        Normal    120000  1721920
## 245        WD        Normal    205000   532800
## 246        WD        Normal    241500   208000
## 247        WD        Normal    137000  1736980
## 248        WD        Normal    140000   226200
## 249        WD        Normal    180000   679020
## 250        WD        Normal    277000  7950000
## 251        WD        Normal     76500   160500
## 252        WD        Family    235000   570000
## 253        WD        Normal    173000   501960
## 254       CWD        Normal    158000   748000
## 255        WD        Normal    145000   168000
## 256        WD        Normal    230000   524280
## 257        WD        Normal    207500   527460
## 258        WD       Abnorml    220000   176280
## 259        WD        Normal    231500   746100
## 260        WD        Normal     97000   254040
## 261        WD        Normal    176000  1543680
## 262       New       Partial    276000   575280
## 263        WD        Normal    151000   677680
## 264        WD        Normal    130000   275000
## 265        WD        Normal     73000   156960
## 266        WD        Normal    175500   241800
## 267        WD        Normal    185000   672420
## 268        WD        Normal    179500   630000
## 269        WD        Normal    120500   207000
## 270        WD        Normal    148000   158340
## 271       New       Partial    266000   643680
## 272        WD        Normal    241500   782080
## 273        WD        Normal    290000   705840
## 274        WD        Normal    139000   192000
## 275        WD        Normal    124500   166280
## 276        WD        Normal    205000   363200
## 277        WD        Normal    201000   183920
## 278        WD        Normal    141000   382760
## 279       New       Partial    415298   289000
## 280        WD        Normal    192000   600300
## 281        WD        Normal    228500   677220
## 282       New       Partial    185000   144000
## 283     ConLw        Normal    207500   607560
## 284       New       Partial    244600   192240
## 285        WD        Normal    179200   961440
## 286       New       Partial    164700   680160
## 287        WD        Normal    159000   489300
## 288        WD        Normal     88000   162500
## 289        WD        Normal    122000   196380
## 290        WD        Normal    153575   611100
## 291       New       Partial    233230   936660
## 292        WD        Normal    135900  1080530
## 293        WD        Normal    131000   570450
## 294        WD        Normal    235000   999540
## 295        WD        Normal    167000   192000
## 296        WD        Normal    142500   634960
## 297        WD        Normal    152000   685500
## 298        WD        Normal    239000   443940
## 299        WD        Normal    175000   702000
## 300        WD        Family    158500   280000
## 301        WD        Normal    157000  2992500
## 302        WD        Normal    267000   973560
## 303        WD        Normal    205000   274080
## 304        WD       Abnorml    149900   196000
## 305        WD        Normal    295000  1378950
## 306        WD        Normal    305900   207720
## 307        WD        Normal    225000   808440
## 308        WD        Normal     89500   396000
## 309        WD        Normal     82500   370260
## 310        WD        Normal    360000   247560
## 311        WD        Normal    165600   461100
## 312        WD        Normal    132000   160000
## 313        WD        Normal    119900  1482000
## 314        WD        Normal    375000  4304900
## 315        WD        Normal    178000   672000
## 316        WD        Normal    188500   467700
## 317        WD        Normal    260000   780300
## 318        WD        Normal    270000   540000
## 319        WD        Normal    260000   594000
## 320        WD        Normal    187500  1129200
## 321       New       Partial    342643   975540
## 322        WD        Normal    354000   725940
## 323        WD        Normal    301000   622800
## 324        WD        Normal    126175   116400
## 325        WD        Normal    242000   902000
## 326        WD        Normal     87000   225000
## 327       Con        Normal    324000  1301520
## 328        WD        Normal    145250   232000
## 329        WD        Normal    214500   891600
## 330        WD        Normal     78000   448140
## 331        WD        Normal    119000   956160
## 332        WD        Normal    139000   163520
## 333        WD        Normal    284000   213100
## 334        WD        Normal    207000   983760
## 335        WD        Normal    192000   542520
## 336        WD        Normal    228950 31285400
## 337        WD        Normal    377426   283140
## 338        WD        Normal    214000   182700
## 339        WD        Normal    202500   282900
## 340        WD        Normal    155000   248000
## 341        WD        Normal    202900   851460
## 342        WD        Normal     82000   168000
## 343        WD        Normal     87500   768960
## 344        WD        Normal    266000  1061880
## 345        WD        Normal     85000   414720
## 346        WD        Normal    140200   321750
## 347        WD        Normal    151500   255440
## 348        WD        Normal    157500   352000
## 349        WD        Normal    154000   391680
## 350       New       Partial    437154  1225860
## 351       New       Partial    318061   938400
## 352        WD       Abnorml    190000   632520
## 353     ConLw        Normal     95000   454200
## 354        WD        Normal    105900   255600
## 355        WD        Normal    140000   420000
## 356        WD        Normal    177500   224980
## 357        WD        Normal    173000   184960
## 358        WD        Normal    134000   506880
## 359        WD       Abnorml    130000   554400
## 360        WD        Normal    280000   720660
## 361        WD        Normal    156000   640900
## 362        WD        Normal    145000   457200
## 363     ConLD        Normal    198500   620585
## 364        WD        Normal    118000   268800
## 365        WD        Normal    190000  1128000
## 366        WD        Normal    147000   748300
## 367        WD        Normal    159000   190000
## 368        WD        Normal    165000   732000
## 369        WD        Normal    132000   156000
## 370        WD        Normal    162000   196600
## 371        WD        Normal    172400   487260
## 372        WD        Normal    134432   856000
## 373        WD        Normal    125000   861000
## 374        WD        Normal    123000   212680
## 375        WD        Normal    219500   492000
## 376        WD        Normal     61000   300600
## 377        WD        Normal    148000   751910
## 378        WD        Normal    340000   668580
## 379       New       Partial    394432   227880
## 380        WD        Normal    179000   487380
## 381        WD        Normal    127000   250000
## 382       New       Partial    187750   144000
## 383        WD        Normal    213500   554700
## 384        WD        Normal     76000   405000
## 385        WD        Normal    240000  3186420
## 386        WD        Normal    192000   381840
## 387        WD       AdjLand     81000   420500
## 388        WD       Abnorml    125000   576000
## 389        WD        Normal    191000   187640
## 390       New       Partial    426000   748440
## 391        WD        Normal    119000   420250
## 392        WD        Normal    215000   732540
## 393        WD        Normal    106500   166780
## 394        WD       Abnorml    100000   223380
## 395        WD        Normal    109000   506700
## 396        WD        Normal    129000   191420
## 397        WD        Normal    123000   144000
## 398        WD        Normal    169500   455400
## 399        WD       Abnorml     67000   269010
## 400        WD        Normal    241000   487500
## 401        WD        Normal    245500  1795560
## 402       New       Partial    164990   175340
## 403        WD        Normal    108000   306000
## 404        WD       Abnorml    258000   725400
## 405        WD        Normal    168000   621840
## 406        WD        Normal    150000   199820
## 407        WD        Normal    115000   524000
## 408        WD        Normal    177000  1090320
## 409       New       Partial    280000   849240
## 410       New       Partial    339750   648000
## 411       COD       Abnorml     60000   191420
## 412        WD        Normal    145000  6583500
## 413       New       Partial    222000    88060
## 414        WD        Normal    115000   268800
## 415        WD        Normal    228000   673680
## 416       New       Partial    181134   177980
## 417        WD        Normal    149500   470640
## 418        WD        Normal    239000  1569400
## 419        WD       AdjLand    126000   408000
## 420        WD        Normal    142000   169000
## 421        WD        Alloca    206300   635400
## 422        WD        Normal    215000   332700
## 423        WD        Normal    113000   435000
## 424        WD        Normal    315000   552000
## 425        WD        Normal    139000   180000
## 426        WD        Normal    135000   202680
## 427        WD        Normal    275000  1024000
## 428        WD        Normal    109008   171860
## 429       New       Partial    195400   135240
## 430        WD        Normal    175000   229140
## 431       COD       Abnorml     85400   268800
## 432     ConLD       Abnorml     79900   279300
## 433        WD        Normal    122500   307200
## 434        WD        Normal    181000   650340
## 435        WD        Normal     81000   340200
## 436     ConLw        Normal    212000   640020
## 437        WD        Normal    116000   220000
## 438        WD        Normal    119000   270000
## 439        WD        Normal     90350   128400
## 440     ConLI        Normal    110000   617700
## 441        WD        Normal    555000   308620
## 442        WD        Normal    118000  1089720
## 443        WD        Normal    162900   312000
## 444       New       Partial    172500   470640
## 445        WD        Normal    210000   525000
## 446       COD        Normal    127500   197100
## 447        WD        Normal    190000   329840
## 448        WD        Normal    199900   672840
## 449        WD        Normal    119500   430000
## 450        WD        Normal    120000   300000
## 451        WD        Normal    110000   170520
## 452        WD        Normal    280000  1415220
## 453        WD        Normal    204000   558180
## 454        WD        Normal    210000   540000
## 455        WD        Family    188000   836730
## 456        WD        Normal    175500   192000
## 457       COD       Abnorml     98000   319970
## 458        WD        Normal    256000  1064540
## 459        WD        Normal    161000   357000
## 460        WD        Normal    110000   350750
## 461       New       Partial    263435   480240
## 462        WD        Normal    155000   504000
## 463        WD        Normal     62383   165620
## 464        WD        Normal    188700   839160
## 465        WD        Normal    124000   168600
## 466        WD        Normal    178740   368640
## 467        WD        Normal    167000   212560
## 468        WD        Normal    146500   663600
## 469        WD        Normal    250000   228560
## 470        WD        Normal    187000   557460
## 471        WD        Normal    212000   818400
## 472        WD        Normal    190000   717120
## 473        WD        Normal    148000   661500
## 474       New       Partial    440000   299540
## 475        WD        Normal    251000   639600
## 476        WD        Normal    132500   169600
## 477        WD        Normal    208900   262500
## 478        WD        Normal    380000   821580
## 479        WD        Normal    297000   212740
## 480        WD        Alloca     89471   177750
## 481        WD        Normal    326000   320660
## 482        WD        Normal    374000   236920
## 483        WD        Normal    155000   175000
## 484        WD        Normal    164000   540000
## 485        WD        Normal    132500   155160
## 486        WD        Normal    147000   192000
## 487        WD        Normal    156000   205780
## 488        WD        Normal    175000   244860
## 489     ConLD        Normal    160000  2052000
## 490        WD        Normal     86000   274680
## 491        WD        Normal    115000   426400
## 492        WD        Normal    133000   474500
## 493       New       Partial    172785   934680
## 494        WD        Normal    155000   158620
## 495        WD        Normal     91300   173520
## 496        WD       Abnorml     34900   236370
## 497        WD        Normal    430000   253840
## 498        WD        Normal    184000   456000
## 499        WD        Normal    130000   156000
## 500        WD        Normal    120000   150700
## 501        WD        Normal    113000   302400
## 502        WD        Normal    226700   588180
## 503        WD        Normal    140000   183400
## 504        WD        Normal    289000   312040
## 505        WD        Normal    147000   369280
## 506       COD        Normal    124500   683640
## 507        WD        Normal    215000   573240
## 508       New       Partial    208300   157240
## 509        WD        Normal    161000   672000
## 510        WD        Normal    124500   192000
## 511        WD        Normal    164900   291180
## 512       New       Partial    202665   815040
## 513        WD        Normal    129900   182000
## 514        WD        Normal    134000   183740
## 515        WD        Normal     96500   476730
## 516       New       Partial    402861   244400
## 517       COD       Abnorml    158000   835840
## 518        WD        Normal    265000   612480
## 519        WD        Normal    211000   571860
## 520        WD        Normal    234000   764260
## 521        WD        Normal    106250  2052000
## 522        WD        Normal    150000   239760
## 523        WD        Normal    159000   250000
## 524       New       Partial    184750  2405640
## 525        WD        Normal    315750   707220
## 526        WD        Normal    176000   150000
## 527        WD        Normal    132000   266000
## 528       New       Partial    446261   896880
## 529        WD        Normal     86000   272940
## 530        WD        Alloca    200624   653360
## 531        WD       Abnorml    175000   816000
## 532        WD        Normal    128000   430850
## 533        WD        Normal    107500   144000
## 534        WD        Normal     39300   100000
## 535        WD        Normal    178000   543360
## 536        WD        Normal    107500  1330000
## 537        WD        Normal    188000   535440
## 538       COD        Normal    111250   254700
## 539        WD        Normal    158000   231060
## 540        WD        Normal    272000   228460
## 541        WD        Normal    315000   292020
## 542        WD        Normal    248000   660000
## 543        WD        Normal    213250   202800
## 544        WD        Normal    133000   486960
## 545       New       Partial    179665  1026240
## 546        WD        Normal    229000   691850
## 547        WD        Normal    210000   436850
## 548        WD        Normal    129500   615740
## 549        WD        Normal    125000   164700
## 550        WD        Normal    263000   562500
## 551       COD       Abnorml    140000   485160
## 552        WD        Normal    112500   120000
## 553        WD        Normal    255500   222920
## 554        WD        Normal    108000   175540
## 555        WD        Normal    284000   637500
## 556        WD        Normal    113000   287100
## 557        WD        Normal    141000   297000
## 558       COD        Normal    108000   552000
## 559        WD        Normal    175000  1312320
## 560        WD        Normal    234000   383520
## 561        WD        Normal    121500   226820
## 562        WD        Normal    170000   200200
## 563        WD        Normal    108000   417210
## 564        WD        Normal    185000  1089000
## 565        WD        Normal    268000   800760
## 566        WD        Normal    128000   480060
## 567        WD        Normal    325000   671880
## 568        WD        Normal    214000   203420
## 569        WD        Normal    316600   616350
## 570        WD        Normal    135960   632880
## 571        WD        Normal    142600  1179090
## 572        WD       Abnorml    120000   146640
## 573       New       Partial    224500   789540
## 574        WD        Normal    170000   797360
## 575        WD        Normal    139000   840000
## 576       COD       Abnorml    118500   424000
## 577        WD        Normal    145000   314600
## 578        WD       Abnorml    164500   942160
## 579        WD       Abnorml    146000   576640
## 580        WD        Normal    131500   607500
## 581        WD        Normal    181900   291700
## 582       New       Partial    253293   254080
## 583        WD        Normal    118500  1065690
## 584        WD        Normal    325000  1012500
## 585        WD        Normal    133000   306000
## 586       New       Partial    369900   228860
## 587        WD        Normal    130000   308010
## 588        WD        Normal    137000   742900
## 589        WD       Partial    143000   501900
## 590        WD        Normal     79500   364000
## 591        WD        Normal    185900   499200
## 592     ConLI        Normal    451950   808680
## 593        WD        Normal    138000   132000
## 594        WD        Normal    140000   532200
## 595        WD        Normal    110000   159800
## 596       New       Partial    319000   226040
## 597        WD        Normal    114504   252000
## 598       New       Partial    194201   470640
## 599        WD        Normal    217500   259680
## 600       COD        Normal    151000   312000
## 601        WD        Normal    275000   655620
## 602        WD        Normal    141000   450000
## 603        WD       Abnorml    220000   602460
## 604        WD        Normal    151000   509120
## 605        WD        Normal    221000   256060
## 606        WD        Normal    205000   816000
## 607        WD        Normal    152000   249280
## 608        WD        Normal    225000   156000
## 609        WD        Alloca    359100   851760
## 610        WD        Normal    118500   158860
## 611        WD        Normal    313000   663000
## 612        WD        Normal    148000   831600
## 613        WD        Normal    261500   713100
## 614       New       Partial    147000   168040
## 615        WD        Normal     75500   268380
## 616        WD       Abnorml    137500   748000
## 617        WD        Normal    183200   471660
## 618        WD        Normal    105500   325215
## 619       New       Partial    314813   233880
## 620        WD        Normal    305000   734640
## 621        WD        Normal     67000   247440
## 622        WD        Normal    240000   648000
## 623        WD        Normal    135000   141280
## 624        WD        Normal    168500   338720
## 625        WD        Normal    165150   624000
## 626        WD        Normal    160000   200000
## 627        WD        Normal    139900   246840
## 628        WD        Normal    153000   768000
## 629        WD        Family    135000   696360
## 630        WD        Normal    168500   721600
## 631        WD       Abnorml    124000   630000
## 632        WD        Normal    209500   550800
## 633        WD        Family     82500   238000
## 634        WD        Normal    139400   185000
## 635        WD        Normal    144000   628110
## 636        WD       Abnorml    200000  2070240
## 637     ConLw        Normal     60000   183600
## 638        WD        Normal     93000  1140000
## 639        WD        Normal     85000   263310
## 640       New       Partial    264561   477840
## 641        WD        Normal    274000  1521240
## 642        WD        Normal    226000   423000
## 643        WD        Normal    345000  1108800
## 644        WD        Normal    152000   647580
## 645       New       Partial    370878   183740
## 646        WD        Normal    143250   210600
## 647        WD        Normal     98300   144000
## 648        WD        Normal    155000   209040
## 649        WD        Normal    155000   462000
## 650        WD        Normal     84500   348480
## 651        WD        Normal    205950   487500
## 652        WD        Normal    108000   635880
## 653        WD        Normal    191000   525000
## 654        WD        Normal    135000   516000
## 655        WD        Normal    350000   208740
## 656        WD        Family     88000   268800
## 657        WD        Normal    145500   200140
## 658        WD        Normal    149000   504000
## 659        WD       Abnorml     97500   875150
## 660        WD        Normal    167000   198740
## 661        WD        Normal    197900   743040
## 662        WD        Normal    402000  2795340
## 663        WD        Normal    110000   271200
## 664        WD        Normal    137500   851020
## 665       New       Partial    423000   417920
## 666        WD        Normal    230500   671640
## 667        WD       Abnorml    129000  1107000
## 668        WD        Normal    193500   162500
## 669        WD        Normal    168000   283500
## 670        WD        Normal    137500   348000
## 671        WD        Normal    173500   517980
## 672        WD        Normal    103600   464030
## 673        WD        Normal    165000   225000
## 674        WD        Normal    257500   288840
## 675        WD        Normal    140000   184000
## 676        WD        Normal    148500   366240
## 677        WD        Normal     87000   672000
## 678        WD        Normal    109500   270660
## 679       New       Partial    372500   236880
## 680        WD        Normal    128500   198900
## 681        WD        Normal    143000   961440
## 682        WD       Abnorml    159434   225000
## 683        WD        Normal    173000   346440
## 684        WD        Normal    285000   224960
## 685        WD        Normal    221000  1006200
## 686        WD        Normal    207500   809920
## 687       New       Partial    227875   612420
## 688        WD        Normal    148800   816800
## 689       New       Partial    392000   161780
## 690        WD        Normal    194700   909240
## 691        WD        Normal    141000   531120
## 692        WD        Normal    755000  1292100
## 693        WD        Normal    335000  1570680
## 694        WD       Abnorml    108480   162000
## 695        WD        Normal    141500   306000
## 696        WD        Normal    176000   276220
## 697        WD        Normal     89000   180000
## 698        WD        Normal    123500   128400
## 699        WD        Normal    138500   169000
## 700        WD        Normal    196000   513840
## 701        WD        Normal    312500   286620
## 702       COD        Normal    140000   192000
## 703       New       Partial    361919   746280
## 704        WD        Normal    140000  1449700
## 705        WD        Normal    213000   168000
## 706        WD        Normal     55000  1064000
## 707        WD        Normal    302000  2302980
## 708        WD        Normal    254000   748800
## 709       New       Partial    179540   541080
## 710        WD       Abnorml    109900   143240
## 711        WD        Normal     52000   123900
## 712        WD       Abnorml    102776   435600
## 713        WD        Normal    189000   560520
## 714        WD        Normal    129000  1875870
## 715        WD        Normal    130500   811020
## 716        WD        Normal    165000   202800
## 717        WD        Normal    159500   756000
## 718        WD        Normal    157000   200000
## 719        WD        Normal    341000   632520
## 720        WD        Normal    128500   198400
## 721        WD        Normal    275000   787560
## 722        WD        Normal    143000   531120
## 723        WD        Normal    124500   162400
## 724        WD        Normal    135000   408600
## 725        WD        Normal    320000   265720
## 726        WD        Normal    120500   139200
## 727        WD        Normal    222000   433900
## 728        WD        Normal    194500   146280
## 729       COD       Abnorml    110000  1032750
## 730        WD        Normal    103000   187200
## 731        WD        Normal    236500   646680
## 732        WD        Normal    187500   767200
## 733        WD        Normal    222500   684240
## 734        WD        Normal    131400   200000
## 735        WD        Family    108000   179560
## 736        WD        Normal    163000   810000
## 737        WD        Normal     93500   768960
## 738        WD        Normal    239900   627780
## 739        WD        Alloca    179000   972000
## 740        WD        Normal    190000   558780
## 741        WD       Abnorml    132000   672000
## 742        WD        Normal    142000   135360
## 743        WD        Normal    179000   169000
## 744        WD        Normal    175000  1030880
## 745        WD        Normal    180000   647400
## 746        WD        Normal    299800   537780
## 747        WD        Normal    236000   527700
## 748        WD        Normal    265979   819000
## 749        WD        Normal    260400   211860
## 750        WD        Normal     98000   420250
## 751        WD        Normal     96500   440000
## 752        WD        Normal    162000   465000
## 753        WD        Normal    217000   184720
## 754        WD        Normal    275500   614400
## 755        WD        Normal    156000   158600
## 756        WD        Normal    172500   516800
## 757        WD        Normal    212000   646140
## 758        WD       Abnorml    158900   696960
## 759        WD        Normal    179400   364800
## 760        WD        Normal    290000   735420
## 761        WD        Normal    127500   182000
## 762        WD        Normal    100000   207330
## 763       Con        Normal    215200   518400
## 764        WD        Normal    337000   565800
## 765        WD        Normal    270000  1145880
## 766       New       Partial    264132   291740
## 767        WD        Normal    196500   625260
## 768        WD        Normal    160000   625400
## 769        WD        Normal    216837   182000
## 770        WD        Normal    538000  3210240
## 771        WD        Normal    134900   616420
## 772       COD        Normal    102000   177540
## 773        WD       Abnorml    107000   625520
## 774       COD        Normal    114500   203000
## 775       New       Partial    395000   284520
## 776        WD        Normal    162000   540000
## 777       New       Partial    221500   224200
## 778        WD        Normal    142500   267000
## 779        WD        Normal    144000   756000
## 780        WD        Normal    135000   947700
## 781        WD        Normal    176000   157500
## 782        WD        Normal    175900   429180
## 783        WD        Normal    187100   325700
## 784        WD        Normal    165500   773585
## 785        WD        Normal    128000   472500
## 786        WD        Normal    161500   195800
## 787        WD        Normal    139000   540000
## 788        WD        Normal    233000   608520
## 789        WD        Normal    107900   120000
## 790        WD        Normal    187500   732300
## 791        WD        Normal    160200   381840
## 792        WD        Normal    146800   906640
## 793        WD        Normal    269790   595200
## 794       New       Partial    225000   183160
## 795        WD        Normal    194500   649920
## 796        WD        Normal    171000   504000
## 797        WD        Normal    143500   163940
## 798        WD       Abnorml    110000   153540
## 799       New       Partial    485000   811080
## 800        WD        Normal    175000   360000
## 801        WD        Normal    200000   767880
## 802        WD        Normal    109900   144000
## 803        WD        Normal    189000   491940
## 804       New       Partial    582933   833460
## 805        WD        Family    118000   180000
## 806       New       Partial    227680   245480
## 807        WD        Normal    135500   780000
## 808        WD        Normal    223500  1496880
## 809        WD        Normal    159950  1072000
## 810        WD        Normal    106000   607500
## 811        WD        Normal    181000   202800
## 812     ConLD        Normal    144500   532560
## 813        WD        Alloca     55993   174240
## 814       COD        Normal    157900   195000
## 815        WD        Normal    116000   412400
## 816        WD        Normal    224900   242740
## 817        WD        Normal    137000   228500
## 818        WD        Normal    271000   265300
## 819        WD        Normal    155000   705280
## 820       New       Partial    224000   764520
## 821        WD        Normal    183000   433560
## 822        WD        Normal     93000   120000
## 823        WD        Family    225000   743640
## 824        WD        Normal    139500   495000
## 825       New       Partial    232600   224320
## 826       New       Partial    385000   296060
## 827        WD        Normal    109500   275850
## 828        WD        Normal    189000   170580
## 829        WD       Abnorml    185000  1721880
## 830        WD        Normal    147400   407040
## 831        WD        Normal    166000   238000
## 832        WD        Normal    151000   508800
## 833        WD        Normal    237000   572880
## 834        WD        Normal    167000   200080
## 835        WD        Normal    139950   157500
## 836        WD        Normal    128000   192000
## 837       COD        Normal    153500   243000
## 838        WD        Normal    100000   268800
## 839        WD        Normal    144000   190500
## 840        WD        Normal    130500   588350
## 841        WD        Normal    140000   850850
## 842        WD        Normal    157500   730800
## 843        WD        Normal    174900   721600
## 844        WD        Normal    141000   720000
## 845        WD        Normal    153900   633250
## 846        WD        Normal    171000  1414995
## 847        WD        Normal    213000   559020
## 848        WD        Normal    133500   310460
## 849        WD        Normal    240000  2280000
## 850        WD        Normal    187000   768000
## 851        WD        Normal    131500   532200
## 852        WD        Normal    215000   383520
## 853        WD        Normal    164000   534600
## 854        WD        Normal    158000   967600
## 855        WD       Abnorml    170000   358400
## 856        WD        Normal    127000   137940
## 857        WD        Normal    147000   877600
## 858        WD        Normal    174000   487500
## 859        WD        Family    152000   208000
## 860        WD        Normal    250000   661740
## 861        WD        Normal    189950   382100
## 862        WD        Normal    131500  2208750
## 863        WD        Normal    152000   193440
## 864        WD        Normal    132500   158620
## 865       New       Partial    250580   172800
## 866        WD        Normal    148500   175000
## 867       New       Partial    248900   213120
## 868        WD        Normal    129000   139400
## 869        WD        Normal    169000   885720
## 870        WD        Normal    236000   596280
## 871        WD        Normal    109500   132000
## 872        WD        Normal    200500   525000
## 873        WD        Normal    116000   177840
## 874        WD        Normal    133000   485760
## 875        WD       Abnorml     66500   286000
## 876       New       Partial    303477   540000
## 877        WD        Normal    132250   505720
## 878        WD        Normal    350000   530040
## 879        WD        Normal    148000  1001470
## 880        WD        Normal    136500   140000
## 881        WD        Normal    157000   140480
## 882        WD        Normal    187500   687900
## 883        WD        Normal    178000   578160
## 884        WD        Normal    118500   465300
## 885        WD        Normal    100000   143000
## 886       CWD       Abnorml    328900   614280
## 887        WD        Family    145000   755370
## 888        WD        Normal    135500   823300
## 889        WD        Normal    268000   317300
## 890        WD        Normal    149500   243200
## 891        WD        Normal    122900   403200
## 892        WD        Normal    172500   671040
## 893        WD        Normal    154500   168280
## 894        WD        Normal    165000   265680
## 895        WD        Alloca    118858   631620
## 896        WD        Normal    140000   423360
## 897        WD       Abnorml    106500   262950
## 898        WD        Alloca    142953   631620
## 899       New       Partial    611657   258380
## 900        WD        Normal    135000   139860
## 901        WD        Normal    110000   146800
## 902        WD        Normal    153000   174240
## 903        WD        Normal    180000   472500
## 904       New       Partial    240000   297180
## 905        WD        Normal    125500   123460
## 906        WD        Normal    128000   198400
## 907        WD        Normal    255000   270020
## 908        WD        Normal    250000   575000
## 909        WD        Normal    131000   177700
## 910        WD        Normal    174000   755340
## 911        WD        Normal    154300  1044000
## 912        WD        Normal    143500   185720
## 913        WD       Abnorml     88000   183600
## 914        WD        Normal    145000   564300
## 915       New       Partial    173733   480000
## 916        WD        Normal     75000   320160
## 917        WD       Abnorml     35311   180000
## 918        WD        Normal    135000   342800
## 919        WD        Normal    238000   787500
## 920        WD        Normal    176500   220580
## 921        WD        Normal    201000   507720
## 922        WD        Normal    145900   789930
## 923       New       Partial    169990   204740
## 924        WD        Normal    193000   961440
## 925        WD        Normal    207500   204800
## 926        WD       Abnorml    175000   312220
## 927        WD        Normal    285000   719940
## 928        WD        Normal    176000   594000
## 929        WD        Normal    236500   236760
## 930        WD        Normal    222000   780360
## 931        WD        Normal    201000   178500
## 932        WD        Normal    117500   182000
## 933        WD        Normal    320000   233400
## 934        WD        Normal    190000   169740
## 935        WD        Normal    242000   553000
## 936        WD        Normal     79900   174750
## 937        WD        Normal    184900   201660
## 938        WD        Normal    253000   580500
## 939       New       Partial    239799   525600
## 940       COD        Normal    244400  1686300
## 941        WD        Normal    150900  1137600
## 942        WD        Normal    214000   525300
## 943       Oth       Abnorml    150000   693990
## 944        WD        Normal    143000  2250000
## 945       COD       Abnorml    137500   287500
## 946        WD        Normal    124900   441000
## 947        WD        Normal    143000   653040
## 948        WD        Normal    270000   290720
## 949        WD        Normal    192500   840360
## 950        WD        Normal    197500   187200
## 951        WD        Normal    129000   144000
## 952        WD       Abnorml    119900   156000
## 953        WD        Normal    133900   612000
## 954        WD        Normal    172000   664500
## 955        WD       AdjLand    127500   846000
## 956        WD        Normal    145000   642240
## 957        WD        Normal    124000   208000
## 958        WD        Normal    132000   148400
## 959        WD        Normal    185000   169000
## 960        WD        Normal    155000   411520
## 961        WD        Normal    116500   144140
## 962        WD        Normal    272000   733620
## 963        WD        Normal    155000   369280
## 964        WD        Normal    239000   238460
## 965        WD        Normal    214900   678960
## 966       New       Partial    178900   614220
## 967        WD        Normal    160000   480000
## 968        WD        Normal    135000   147800
## 969        WD       Abnorml     37900   296250
## 970     ConLD        Normal    140000  1972580
## 971        WD       Abnorml    135000   540000
## 972        WD        Normal    173000   362880
## 973        WD        Normal     99500   947040
## 974       New       Partial    182000   232780
## 975        WD        Normal    167500   798980
## 976        WD        Normal    165000   424160
## 977        WD        Normal     85500   177000
## 978       New       Partial    199900   512880
## 979        WD       Abnorml    110000   189000
## 980        WD        Normal    139000   176320
## 981        WD        Normal    178400  1030370
## 982        WD        Normal    336000   732180
## 983        WD        Normal    159895    63640
## 984        WD        Normal    255900   675000
## 985       COD        Normal    126000   911250
## 986     ConLD        Normal    125000  2067200
## 987        WD        Normal    117000   265500
## 988       New       Partial    395192   203180
## 989        WD        Normal    195000   722760
## 990       New       Partial    197000   487500
## 991        WD        Normal    348000   567120
## 992        WD        Normal    168000  1236970
## 993        WD        Normal    187000   585600
## 994       New       Partial    173900   530760
## 995        WD        Normal    337500   249120
## 996        WD       Abnorml    121600   235600
## 997       COD        Normal    136500   213180
## 998        WD        Normal    185000   234340
## 999        WD        Normal     91000   293580
## 1000       WD        Normal    206000   135240
## 1001       WD        Normal     82000   204120
## 1002       WD       Abnorml     86000   162000
## 1003       WD        Normal    232000   239140
## 1004       WD        Normal    136905  1035000
## 1005       WD        Normal    181000   381840
## 1006       WD        Normal    149900   670800
## 1007       WD        Normal    163500   243100
## 1008       WD        Normal     88000   354720
## 1009       WD        Normal    240000   242360
## 1010       WD        Normal    102000   300000
## 1011       WD        Normal    135000  1064300
## 1012       WD        Normal    100000   884250
## 1013       WD        Normal    165000   741440
## 1014       WD        Normal     85000   216000
## 1015       WD        Normal    119200   233280
## 1016       WD        Normal    227000   504000
## 1017       WD        Normal    203000   237660
## 1018      COD       Abnorml    187500   697680
## 1019       WD        Normal    160000   862720
## 1020       WD        Normal    213490   361560
## 1021       WD        Normal    176000   140480
## 1022      New       Partial    194000   148120
## 1023       WD        Normal     87000   471950
## 1024       WD        Normal    191000   381840
## 1025      COD       Abnorml    287000   309960
## 1026       WD        Normal    112500   154000
## 1027       WD        Normal    167500   186000
## 1028      New       Partial    293077   190400
## 1029       WD        Normal    105000   474600
## 1030       WD        Normal    118000   268800
## 1031       WD        Normal    160000  1345580
## 1032       WD        Normal    197000  1189725
## 1033       WD       Abnorml    310000   872460
## 1034       WD        Normal    230000   162500
## 1035       WD        Normal    119750   189150
## 1036       WD        Normal     84000   230000
## 1037       WD        Normal    315500   257960
## 1038       WD        Normal    287000   554400
## 1039       WD        Normal     97000   245280
## 1040       WD        Normal     80000   265860
## 1041       WD        Normal    155000   262500
## 1042       WD        Normal    173000   547800
## 1043       WD        Normal    196000   645720
## 1044       WD        Normal    262280   710340
## 1045       WD        Normal    278000   192000
## 1046       WD        Normal    139600   273600
## 1047      New       Partial    556581   963360
## 1048       WD        Normal    145000   184900
## 1049       WD        Normal    115000   435000
## 1050       WD       Abnorml     84900   222000
## 1051      New       Partial    176485   179860
## 1052      New       Partial    200141   223500
## 1053       WD        Normal    165000   570000
## 1054       WD        Normal    144500   171240
## 1055       WD        Normal    255000   682020
## 1056      COD       Abnorml    180000   227220
## 1057       WD        Normal    185850   846240
## 1058       WD        Normal    248000  1797540
## 1059       WD        Normal    335000   678480
## 1060       WD        Normal    220000   563750
## 1061       WD        Normal    213500   590400
## 1062    ConLD        Normal     81000   540000
## 1063       WD        Normal     90000  2584000
## 1064       WD        Normal    110500   180000
## 1065       WD        Normal    154000   220000
## 1066       WD        Normal    328000   840000
## 1067       WD        Normal    178000   470220
## 1068       WD        Normal    167900   585600
## 1069       WD        Normal    151400   634240
## 1070       WD        Normal    135000   432000
## 1071       WD        Normal    135000   203040
## 1072       WD        Normal    154000   702000
## 1073       WD        Normal     91500   379250
## 1074       WD        Normal    159500   477000
## 1075       WD        Normal    194000   171120
## 1076      CWD        Normal    219500   918750
## 1077       WD        Normal    170000   540000
## 1078       WD       Abnorml    138800   317400
## 1079       WD        Normal    155900   532200
## 1080       WD        Normal    126000   175500
## 1081      COD       Abnorml    145000   220800
## 1082       WD        Normal    133000   150000
## 1083       WD        Normal    192000   174980
## 1084       WD        Normal    160000   176000
## 1085       WD        Normal    187500   781860
## 1086       WD        Normal    147000   770865
## 1087       WD        Normal     83500   315840
## 1088       WD        Normal    252000   634440
## 1089       WD        Normal    137500   403520
## 1090       WD        Normal    197000   397920
## 1091       WD        Normal     92900   768960
## 1092       WD        Normal    160000   345600
## 1093       WD        Normal    136500   420000
## 1094       WD        Normal    146000   184600
## 1095       WD        Normal    129000   117360
## 1096       WD        Normal    176432   186340
## 1097       WD        Normal    127000   481740
## 1098       WD        Normal    170000   443520
## 1099       WD        Normal    128000   300000
## 1100      COD       Abnorml    157000   237600
## 1101       WD        Normal     60000   252000
## 1102       WD        Normal    119500   195160
## 1103       WD        Family    135000   140000
## 1104       WD        Normal    159500   178200
## 1105       WD        Normal    106000   322560
## 1106       WD        Normal    325000   735360
## 1107       WD        Normal    179900   207140
## 1108      New       Partial    274725  1395420
## 1109       WD       Abnorml    181000   483780
## 1110       WD        Normal    280000   227240
## 1111       WD        Normal    188000   480000
## 1112       WD        Normal    205000   628800
## 1113       WD        Normal    129900   142000
## 1114       WD        Normal    134500   178460
## 1115       WD        Normal    117000   108000
## 1116      New       Partial    318000   241700
## 1117       WD        Normal    184100   620000
## 1118       WD        Normal    130000   195280
## 1119       WD        Normal    140000  1106000
## 1120       WD        Normal    133700   151200
## 1121       WD        Normal    118400   247890
## 1122      New       Partial    212900   201680
## 1123      COD       Abnorml    112000   178520
## 1124       WD        Normal    118000   188100
## 1125       WD        Normal    163900   730000
## 1126       WD        Normal    115000   208680
## 1127       WD        Normal    174000   442080
## 1128       WD        Family    259000   291440
## 1129       WD        Normal    215000   707760
## 1130       WD        Normal    140000   648000
## 1131       WD        Normal    135000   390200
## 1132      Oth       Abnorml     93500   214240
## 1133       WD        Normal    117500   693000
## 1134       WD        Normal    239500   589680
## 1135       WD        Normal    169000   526380
## 1136       WD        Normal    102000   185400
## 1137       WD       Abnorml    119000   480000
## 1138       WD        Normal     94000   317100
## 1139       WD        Normal    196000   196380
## 1140       WD        Normal    144000   261930
## 1141      COD       Abnorml    139000   147000
## 1142       WD        Normal    197500   618240
## 1143      New       Partial    424870   597900
## 1144       WD        Normal     80000   180000
## 1145       WD        Normal     80000  2314200
## 1146       WD        Family    149000   312000
## 1147       WD        Normal    180000   224000
## 1148       WD        Normal    174500   840000
## 1149       WD        Normal    116900   285000
## 1150       WD        Normal    143000   630000
## 1151       WD        Normal    124000   165600
## 1152       WD        Normal    149900   355100
## 1153       WD       Abnorml    230000   282300
## 1154       WD        Normal    120500   176700
## 1155       WD        Normal    201800   822000
## 1156       WD        Normal    218000   215360
## 1157       WD        Normal    179900   748000
## 1158       WD        Normal    230000   600120
## 1159    ConLD       Partial    235128   238640
## 1160       WD        Normal    185000   547200
## 1161       WD        Normal    146000   364800
## 1162       WD        Normal    224000   295560
## 1163       WD        Normal    129000   174480
## 1164       WD        Alloca    108959  1161000
## 1165       WD        Normal    194000  1292560
## 1166      New       Partial    233170   190820
## 1167       WD        Normal    245350   209500
## 1168       WD        Normal    173000   651120
## 1169       WD        Normal    235000   960960
## 1170       WD        Normal    625000  2145600
## 1171       WD        Normal    171000   790400
## 1172       WD        Normal    163000   182400
## 1173       WD        Normal    171900   642720
## 1174       WD        Normal    200500   901500
## 1175       WD        Normal    239000  1159200
## 1176       WD        Normal    285000   533900
## 1177       WD        Normal    119500   139020
## 1178       WD        Normal    115000   197500
## 1179       WD        Normal    154900   384050
## 1180       WD        Normal     93000   166700
## 1181       WD        Normal    250000   670200
## 1182      New       Partial    392500   670440
## 1183       WD       Abnorml    745000   937380
## 1184       WD        Normal    120000   324000
## 1185       WD        Normal    186700   702660
## 1186       WD        Normal    104900   486900
## 1187       WD       Abnorml     95000  2016850
## 1188       WD        Normal    262000   249220
## 1189       WD        Normal    195000   536100
## 1190       WD        Normal    189000   450000
## 1191       WD        Normal    168000  6167970
## 1192       WD        Normal    174000   423200
## 1193       WD        Normal    125000   480000
## 1194       WD        Normal    165000   540000
## 1195       WD        Normal    158000   561840
## 1196       WD        Normal    176000   481740
## 1197      New       Partial    219210   843240
## 1198    ConLw        Normal    144000   663750
## 1199       WD        Normal    178000   182000
## 1200       WD        Normal    148000   224700
## 1201      Oth       Abnorml    116050   187060
## 1202       WD        Normal    197900   624000
## 1203       WD        Normal    117000   300000
## 1204       WD        Normal    213000   195000
## 1205       WD        Normal    153500   202800
## 1206       WD        Normal    271900   293680
## 1207       WD        Normal    107000   178000
## 1208       WD        Normal    200000   182700
## 1209       WD        Normal    140000   155260
## 1210      New       Partial    290000   203640
## 1211       WD        Normal    189000   673080
## 1212       WD        Normal    164000   606700
## 1213       WD        Normal    113000   280200
## 1214       WD        Normal    145000   819680
## 1215       WD        Normal    134500   867425
## 1216       WD        Normal    125000   141880
## 1217       WD        Normal    112000   803700
## 1218      New       Partial    229456   172800
## 1219       WD        Normal     80500   312000
##  [ reached 'max' / getOption("max.print") -- omitted 241 rows ]

p <- p %>% mutate(l = log(tich)) #Tạo một cột mới có tên là l và tính giá trị của cột này bằng cách lấy logarit của cột tich.
print(p)

##        Id MSSubClass MSZoning LotFrontage LotArea Street Alley LotShape
## 1       1         60       RL          65    8450   Pave  <NA>      Reg
## 2       2         20       RL          80    9600   Pave  <NA>      Reg
## 3       3         60       RL          68   11250   Pave  <NA>      IR1
## 4       4         70       RL          60    9550   Pave  <NA>      IR1
## 5       5         60       RL          84   14260   Pave  <NA>      IR1
## 6       6         50       RL          85   14115   Pave  <NA>      IR1
## 7       7         20       RL          75   10084   Pave  <NA>      Reg
## 8       8         60       RL          NA   10382   Pave  <NA>      IR1
## 9       9         50       RM          51    6120   Pave  <NA>      Reg
## 10     10        190       RL          50    7420   Pave  <NA>      Reg
## 11     11         20       RL          70   11200   Pave  <NA>      Reg
## 12     12         60       RL          85   11924   Pave  <NA>      IR1
## 13     13         20       RL          NA   12968   Pave  <NA>      IR2
## 14     14         20       RL          91   10652   Pave  <NA>      IR1
## 15     15         20       RL          NA   10920   Pave  <NA>      IR1
## 16     16         45       RM          51    6120   Pave  <NA>      Reg
## 17     17         20       RL          NA   11241   Pave  <NA>      IR1
## 18     18         90       RL          72   10791   Pave  <NA>      Reg
## 19     19         20       RL          66   13695   Pave  <NA>      Reg
## 20     20         20       RL          70    7560   Pave  <NA>      Reg
## 21     21         60       RL         101   14215   Pave  <NA>      IR1
## 22     22         45       RM          57    7449   Pave  Grvl      Reg
## 23     23         20       RL          75    9742   Pave  <NA>      Reg
## 24     24        120       RM          44    4224   Pave  <NA>      Reg
## 25     25         20       RL          NA    8246   Pave  <NA>      IR1
## 26     26         20       RL         110   14230   Pave  <NA>      Reg
## 27     27         20       RL          60    7200   Pave  <NA>      Reg
## 28     28         20       RL          98   11478   Pave  <NA>      Reg
## 29     29         20       RL          47   16321   Pave  <NA>      IR1
## 30     30         30       RM          60    6324   Pave  <NA>      IR1
## 31     31         70  C (all)          50    8500   Pave  Pave      Reg
## 32     32         20       RL          NA    8544   Pave  <NA>      IR1
## 33     33         20       RL          85   11049   Pave  <NA>      Reg
## 34     34         20       RL          70   10552   Pave  <NA>      IR1
## 35     35        120       RL          60    7313   Pave  <NA>      Reg
## 36     36         60       RL         108   13418   Pave  <NA>      Reg
## 37     37         20       RL         112   10859   Pave  <NA>      Reg
## 38     38         20       RL          74    8532   Pave  <NA>      Reg
## 39     39         20       RL          68    7922   Pave  <NA>      Reg
## 40     40         90       RL          65    6040   Pave  <NA>      Reg
## 41     41         20       RL          84    8658   Pave  <NA>      Reg
## 42     42         20       RL         115   16905   Pave  <NA>      Reg
## 43     43         85       RL          NA    9180   Pave  <NA>      IR1
## 44     44         20       RL          NA    9200   Pave  <NA>      IR1
## 45     45         20       RL          70    7945   Pave  <NA>      Reg
## 46     46        120       RL          61    7658   Pave  <NA>      Reg
## 47     47         50       RL          48   12822   Pave  <NA>      IR1
## 48     48         20       FV          84   11096   Pave  <NA>      Reg
## 49     49        190       RM          33    4456   Pave  <NA>      Reg
## 50     50         20       RL          66    7742   Pave  <NA>      Reg
## 51     51         60       RL          NA   13869   Pave  <NA>      IR2
## 52     52         50       RM          52    6240   Pave  <NA>      Reg
## 53     53         90       RM         110    8472   Grvl  <NA>      IR2
## 54     54         20       RL          68   50271   Pave  <NA>      IR1
## 55     55         80       RL          60    7134   Pave  <NA>      Reg
## 56     56         20       RL         100   10175   Pave  <NA>      IR1
## 57     57        160       FV          24    2645   Pave  Pave      Reg
## 58     58         60       RL          89   11645   Pave  <NA>      IR1
## 59     59         60       RL          66   13682   Pave  <NA>      IR2
## 60     60         20       RL          60    7200   Pave  <NA>      Reg
## 61     61         20       RL          63   13072   Pave  <NA>      Reg
## 62     62         75       RM          60    7200   Pave  <NA>      Reg
## 63     63        120       RL          44    6442   Pave  <NA>      IR1
## 64     64         70       RM          50   10300   Pave  <NA>      IR1
## 65     65         60       RL          NA    9375   Pave  <NA>      Reg
## 66     66         60       RL          76    9591   Pave  <NA>      Reg
## 67     67         20       RL          NA   19900   Pave  <NA>      Reg
## 68     68         20       RL          72   10665   Pave  <NA>      IR1
## 69     69         30       RM          47    4608   Pave  <NA>      Reg
## 70     70         50       RL          81   15593   Pave  <NA>      Reg
## 71     71         20       RL          95   13651   Pave  <NA>      IR1
## 72     72         20       RL          69    7599   Pave  <NA>      Reg
## 73     73         60       RL          74   10141   Pave  <NA>      IR1
## 74     74         20       RL          85   10200   Pave  <NA>      Reg
## 75     75         50       RM          60    5790   Pave  <NA>      Reg
## 76     76        180       RM          21    1596   Pave  <NA>      Reg
## 77     77         20       RL          NA    8475   Pave  <NA>      IR1
## 78     78         50       RM          50    8635   Pave  <NA>      Reg
## 79     79         90       RL          72   10778   Pave  <NA>      Reg
## 80     80         50       RM          60   10440   Pave  Grvl      Reg
## 81     81         60       RL         100   13000   Pave  <NA>      Reg
## 82     82        120       RM          32    4500   Pave  <NA>      Reg
## 83     83         20       RL          78   10206   Pave  <NA>      Reg
## 84     84         20       RL          80    8892   Pave  <NA>      IR1
## 85     85         80       RL          NA    8530   Pave  <NA>      IR1
## 86     86         60       RL         121   16059   Pave  <NA>      Reg
## 87     87         60       RL         122   11911   Pave  <NA>      IR2
## 88     88        160       FV          40    3951   Pave  Pave      Reg
## 89     89         50  C (all)         105    8470   Pave  <NA>      IR1
## 90     90         20       RL          60    8070   Pave  <NA>      Reg
## 91     91         20       RL          60    7200   Pave  <NA>      Reg
## 92     92         20       RL          85    8500   Pave  <NA>      Reg
## 93     93         30       RL          80   13360   Pave  Grvl      IR1
## 94     94        190  C (all)          60    7200   Pave  <NA>      Reg
## 95     95         60       RL          69    9337   Pave  <NA>      IR1
## 96     96         60       RL          NA    9765   Pave  <NA>      IR2
## 97     97         20       RL          78   10264   Pave  <NA>      IR1
## 98     98         20       RL          73   10921   Pave  <NA>      Reg
## 99     99         30       RL          85   10625   Pave  <NA>      Reg
## 100   100         20       RL          77    9320   Pave  <NA>      IR1
## 101   101         20       RL          NA   10603   Pave  <NA>      IR1
## 102   102         60       RL          77    9206   Pave  <NA>      Reg
## 103   103         90       RL          64    7018   Pave  <NA>      Reg
## 104   104         20       RL          94   10402   Pave  <NA>      IR1
## 105   105         50       RM          NA    7758   Pave  <NA>      Reg
## 106   106         60       FV          75    9375   Pave  <NA>      Reg
## 107   107         30       RM          60   10800   Pave  Grvl      Reg
## 108   108         20       RM          50    6000   Pave  <NA>      Reg
## 109   109         50       RM          85    8500   Pave  <NA>      Reg
## 110   110         20       RL         105   11751   Pave  <NA>      IR1
## 111   111         50       RL          75    9525   Pave  <NA>      Reg
## 112   112         80       RL          NA    7750   Pave  <NA>      IR1
## 113   113         60       RL          77    9965   Pave  <NA>      Reg
## 114   114         20       RL          NA   21000   Pave  <NA>      Reg
## 115   115         70       RL          61    7259   Pave  <NA>      IR1
## 116   116        160       FV          34    3230   Pave  Pave      Reg
## 117   117         20       RL          NA   11616   Pave  <NA>      Reg
## 118   118         20       RL          74    8536   Pave  <NA>      Reg
## 119   119         60       RL          90   12376   Pave  <NA>      Reg
## 120   120         60       RL          65    8461   Pave  <NA>      Reg
## 121   121         80       RL          NA   21453   Pave  <NA>      IR1
## 122   122         50       RM          50    6060   Pave  <NA>      Reg
## 123   123         20       RL          75    9464   Pave  <NA>      Reg
## 124   124        120       RL          55    7892   Pave  <NA>      Reg
## 125   125         20       RL          48   17043   Pave  <NA>      IR1
## 126   126        190       RM          60    6780   Pave  <NA>      Reg
## 127   127        120       RL          NA    4928   Pave  <NA>      IR1
## 128   128         45       RM          55    4388   Pave  <NA>      IR1
## 129   129         60       RL          69    7590   Pave  <NA>      Reg
## 130   130         20       RL          69    8973   Pave  <NA>      Reg
## 131   131         60       RL          88   14200   Pave  <NA>      Reg
## 132   132         60       RL          NA   12224   Pave  <NA>      IR1
## 133   133         20       RL          75    7388   Pave  <NA>      Reg
## 134   134         20       RL          NA    6853   Pave  <NA>      IR1
## 135   135         20       RL          78   10335   Pave  <NA>      IR1
## 136   136         20       RL          80   10400   Pave  <NA>      Reg
## 137   137         20       RL          NA   10355   Pave  <NA>      IR1
## 138   138         90       RL          82   11070   Pave  <NA>      Reg
## 139   139         60       RL          73    9066   Pave  <NA>      IR1
## 140   140         60       RL          65   15426   Pave  <NA>      IR1
## 141   141         20       RL          70   10500   Pave  <NA>      Reg
## 142   142         20       RL          78   11645   Pave  <NA>      Reg
## 143   143         50       RL          71    8520   Pave  <NA>      Reg
## 144   144         20       RL          78   10335   Pave  <NA>      IR1
## 145   145         90       RM          70    9100   Pave  <NA>      Reg
## 146   146        160       RM          24    2522   Pave  <NA>      Reg
## 147   147         30       RM          51    6120   Pave  <NA>      Reg
## 148   148         60       RL          NA    9505   Pave  <NA>      IR1
## 149   149         20       RL          63    7500   Pave  <NA>      Reg
## 150   150         50       RM          NA    6240   Pave  <NA>      Reg
## 151   151         20       RL         120   10356   Pave  <NA>      Reg
## 152   152         20       RL         107   13891   Pave  <NA>      Reg
## 153   153         60       RL          NA   14803   Pave  <NA>      IR1
## 154   154         20       RL          NA   13500   Pave  <NA>      Reg
## 155   155         30       RM          84   11340   Pave  <NA>      Reg
## 156   156         50       RL          60    9600   Pave  <NA>      Reg
## 157   157         20       RL          60    7200   Pave  <NA>      Reg
## 158   158         60       RL          92   12003   Pave  <NA>      Reg
## 159   159         60       FV         100   12552   Pave  <NA>      Reg
## 160   160         60       RL         134   19378   Pave  <NA>      IR1
## 161   161         20       RL          NA   11120   Pave  <NA>      IR1
## 162   162         60       RL         110   13688   Pave  <NA>      IR1
## 163   163         20       RL          95   12182   Pave  <NA>      Reg
## 164   164         45       RL          55    5500   Pave  <NA>      Reg
## 165   165         40       RM          40    5400   Pave  Pave      Reg
## 166   166        190       RL          62   10106   Pave  <NA>      Reg
## 167   167         20       RL          NA   10708   Pave  <NA>      IR1
## 168   168         60       RL          86   10562   Pave  <NA>      Reg
## 169   169         60       RL          62    8244   Pave  <NA>      IR1
## 170   170         20       RL          NA   16669   Pave  <NA>      IR1
## 171   171         50       RM          NA   12358   Pave  <NA>      IR1
## 172   172         20       RL         141   31770   Pave  <NA>      IR1
## 173   173        160       RL          44    5306   Pave  <NA>      IR1
## 174   174         20       RL          80   10197   Pave  <NA>      IR1
## 175   175         20       RL          47   12416   Pave  <NA>      IR1
## 176   176         20       RL          84   12615   Pave  <NA>      Reg
## 177   177         60       RL          97   10029   Pave  <NA>      IR1
## 178   178         50       RL          NA   13650   Pave  <NA>      Reg
## 179   179         20       RL          63   17423   Pave  <NA>      IR1
## 180   180         30       RM          60    8520   Pave  <NA>      Reg
## 181   181        160       FV          NA    2117   Pave  <NA>      Reg
## 182   182         70       RL          54    7588   Pave  <NA>      Reg
## 183   183         20       RL          60    9060   Pave  <NA>      Reg
## 184   184         50       RM          63   11426   Pave  <NA>      Reg
## 185   185         50       RL          92    7438   Pave  <NA>      IR1
## 186   186         75       RM          90   22950   Pave  <NA>      IR2
## 187   187         80       RL          NA    9947   Pave  <NA>      IR1
## 188   188         50       RL          60   10410   Pave  <NA>      Reg
## 189   189         90       RL          64    7018   Pave  <NA>      Reg
## 190   190        120       RL          41    4923   Pave  <NA>      Reg
## 191   191         70       RL          70   10570   Pave  <NA>      Reg
## 192   192         60       RL          NA    7472   Pave  <NA>      IR1
## 193   193         20       RL          68    9017   Pave  <NA>      IR1
## 194   194        160       RM          24    2522   Pave  <NA>      Reg
## 195   195         20       RL          60    7180   Pave  <NA>      IR1
## 196   196        160       RL          24    2280   Pave  <NA>      Reg
## 197   197         20       RL          79    9416   Pave  <NA>      Reg
## 198   198         75       RL         174   25419   Pave  <NA>      Reg
## 199   199         75       RM          92    5520   Pave  <NA>      Reg
## 200   200         20       RL          76    9591   Pave  <NA>      Reg
## 201   201         20       RM          80    8546   Pave  <NA>      Reg
## 202   202         20       RL          75   10125   Pave  <NA>      Reg
## 203   203         50       RL          50    7000   Pave  <NA>      Reg
## 204   204        120       RM          NA    4438   Pave  <NA>      Reg
## 205   205         50       RM          50    3500   Pave  Grvl      Reg
## 206   206         20       RL          99   11851   Pave  <NA>      Reg
## 207   207         20       RL          40   13673   Pave  <NA>      IR1
## 208   208         20       RL          NA   12493   Pave  <NA>      IR1
## 209   209         60       RL          NA   14364   Pave  <NA>      IR1
## 210   210         20       RL          75    8250   Pave  <NA>      Reg
## 211   211         30       RL          67    5604   Pave  <NA>      Reg
## 212   212         20       RL          83   10420   Pave  <NA>      Reg
## 213   213         60       FV          72    8640   Pave  <NA>      Reg
## 214   214         20       RL          43   13568   Pave  <NA>      IR2
## 215   215         60       RL          NA   10900   Pave  <NA>      IR1
## 216   216         20       RL          72   10011   Pave  <NA>      IR1
## 217   217         20       RL          65    8450   Pave  <NA>      Reg
## 218   218         70       RM          57    9906   Pave  Grvl      Reg
## 219   219         50       RL          NA   15660   Pave  <NA>      IR1
## 220   220        120       RL          43    3010   Pave  <NA>      Reg
## 221   221         20       RL          73    8990   Pave  <NA>      IR1
## 222   222         60       RL          NA    8068   Pave  <NA>      IR1
## 223   223         60       RL          85   11475   Pave  <NA>      Reg
## 224   224         20       RL          70   10500   Pave  <NA>      Reg
## 225   225         20       RL         103   13472   Pave  <NA>      Reg
## 226   226        160       RM          21    1680   Pave  <NA>      Reg
## 227   227         60       RL          82    9950   Pave  <NA>      IR1
## 228   228        160       RM          21    1869   Pave  <NA>      Reg
## 229   229         20       RL          70    8521   Pave  <NA>      Reg
## 230   230        120       RL          43    3182   Pave  <NA>      Reg
## 231   231         20       RL          73    8760   Pave  <NA>      Reg
## 232   232         60       RL         174   15138   Pave  <NA>      IR1
## 233   233        160       RM          21    1680   Pave  <NA>      Reg
## 234   234         20       RL          75   10650   Pave  <NA>      Reg
## 235   235         60       RL          NA    7851   Pave  <NA>      Reg
## 236   236        160       RM          21    1680   Pave  <NA>      Reg
## 237   237         20       RL          65    8773   Pave  <NA>      Reg
## 238   238         60       RL          NA    9453   Pave  <NA>      IR1
## 239   239         20       RL          93   12030   Pave  <NA>      Reg
## 240   240         50       RL          52    8741   Pave  <NA>      Reg
## 241   241         20       FV          75    9000   Pave  <NA>      Reg
## 242   242         30       RM          40    3880   Pave  <NA>      Reg
## 243   243         50       RM          63    5000   Pave  <NA>      Reg
## 244   244        160       RL          75   10762   Pave  <NA>      Reg
## 245   245         60       RL          NA    8880   Pave  <NA>      IR1
## 246   246         20       RL          80   10400   Pave  <NA>      Reg
## 247   247        190       RM          69    9142   Pave  Grvl      Reg
## 248   248         20       RL          75   11310   Pave  <NA>      Reg
## 249   249         60       RL          72   11317   Pave  <NA>      Reg
## 250   250         50       RL          NA  159000   Pave  <NA>      IR2
## 251   251         30       RL          55    5350   Pave  <NA>      IR1
## 252   252        120       RM          44    4750   Pave  <NA>      IR1
## 253   253         60       RL          65    8366   Pave  <NA>      IR1
## 254   254         80       RL          85    9350   Pave  <NA>      Reg
## 255   255         20       RL          70    8400   Pave  <NA>      Reg
## 256   256         60       RL          66    8738   Pave  <NA>      IR1
## 257   257         60       FV          64    8791   Pave  <NA>      IR1
## 258   258         20       RL          68    8814   Pave  <NA>      Reg
## 259   259         60       RL          80   12435   Pave  <NA>      Reg
## 260   260         20       RM          70   12702   Pave  <NA>      Reg
## 261   261         80       RL         120   19296   Pave  <NA>      Reg
## 262   262         60       RL          69    9588   Pave  <NA>      IR1
## 263   263         80       RL          88    8471   Pave  <NA>      IR1
## 264   264         50       RM          50    5500   Pave  <NA>      Reg
## 265   265         30       RM          30    5232   Pave  Grvl      IR3
## 266   266         20       RL          78   12090   Pave  <NA>      IR1
## 267   267         60       RL          70   11207   Pave  <NA>      IR1
## 268   268         75       RL          60    8400   Pave  <NA>      Reg
## 269   269         30       RM          71    6900   Pave  <NA>      Reg
## 270   270         20       RL          NA    7917   Pave  <NA>      IR1
## 271   271         60       FV          84   10728   Pave  <NA>      Reg
## 272   272         20       RL          73   39104   Pave  <NA>      IR1
## 273   273         60       RL          92   11764   Pave  <NA>      IR1
## 274   274         20       RL          80    9600   Pave  <NA>      Reg
## 275   275         20       RL          76    8314   Pave  <NA>      Reg
## 276   276         50       RL          55    7264   Pave  <NA>      Reg
## 277   277         20       RL         129    9196   Pave  <NA>      IR1
## 278   278         20       RL         140   19138   Pave  <NA>      Reg
## 279   279         20       RL         107   14450   Pave  <NA>      Reg
## 280   280         60       RL          83   10005   Pave  <NA>      Reg
## 281   281         60       RL          82   11287   Pave  <NA>      Reg
## 282   282         20       FV          60    7200   Pave  Pave      Reg
## 283   283        120       RL          34    5063   Pave  <NA>      Reg
## 284   284         20       RL          74    9612   Pave  <NA>      Reg
## 285   285        120       RL          50    8012   Pave  <NA>      Reg
## 286   286        160       FV          35    4251   Pave  Pave      IR1
## 287   287         50       RL          77    9786   Pave  <NA>      IR1
## 288   288         20       RL          NA    8125   Pave  <NA>      IR1
## 289   289         20       RL          NA    9819   Pave  <NA>      IR1
## 290   290         70       RL          60    8730   Pave  <NA>      Reg
## 291   291         60       RL         120   15611   Pave  <NA>      Reg
## 292   292        190       RL          55    5687   Pave  Grvl      Reg
## 293   293         50       RL          60   11409   Pave  <NA>      Reg
## 294   294         60       RL          NA   16659   Pave  <NA>      IR1
## 295   295         20       RL          80    9600   Pave  <NA>      Reg
## 296   296         80       RL          37    7937   Pave  <NA>      IR1
## 297   297         50       RM          75   13710   Pave  <NA>      Reg
## 298   298         60       FV          66    7399   Pave  Pave      IR1
## 299   299         60       RL          90   11700   Pave  <NA>      Reg
## 300   300         20       RL          80   14000   Pave  <NA>      Reg
## 301   301        190       RL          90   15750   Pave  <NA>      Reg
## 302   302         60       RL          66   16226   Pave  <NA>      IR3
## 303   303         20       RL         118   13704   Pave  <NA>      IR1
## 304   304         20       RL          70    9800   Pave  <NA>      Reg
## 305   305         75       RM          87   18386   Pave  <NA>      Reg
## 306   306         20       RL          80   10386   Pave  <NA>      Reg
## 307   307         60       RL         116   13474   Pave  <NA>      Reg
## 308   308         50       RM          NA    7920   Pave  Grvl      IR1
## 309   309         30       RL          NA   12342   Pave  <NA>      IR1
## 310   310         20       RL          90   12378   Pave  <NA>      IR1
## 311   311         60       RL          NA    7685   Pave  <NA>      IR1
## 312   312         20       RL          50    8000   Pave  <NA>      Reg
## 313   313        190       RM          65    7800   Pave  <NA>      Reg
## 314   314         20       RL         150  215245   Pave  <NA>      IR3
## 315   315         70       RM          60    9600   Pave  Grvl      Reg
## 316   316         60       RL          71    7795   Pave  <NA>      IR1
## 317   317         60       RL          94   13005   Pave  <NA>      IR1
## 318   318         60       FV          75    9000   Pave  <NA>      Reg
## 319   319         60       RL          90    9900   Pave  <NA>      Reg
## 320   320         80       RL          NA   14115   Pave  <NA>      Reg
## 321   321         60       RL         111   16259   Pave  <NA>      Reg
## 322   322         60       RL          99   12099   Pave  <NA>      IR1
## 323   323         60       RL          86   10380   Pave  <NA>      IR1
## 324   324         20       RM          49    5820   Pave  <NA>      Reg
## 325   325         80       RL          96   11275   Pave  <NA>      Reg
## 326   326         45       RM          50    5000   Pave  <NA>      Reg
## 327   327        120       RL          32   10846   Pave  <NA>      IR1
## 328   328         20       RL          80   11600   Pave  <NA>      Reg
## 329   329         75       RL          NA   11888   Pave  Pave      IR1
## 330   330         70       RM          60    6402   Pave  <NA>      Reg
## 331   331         90       RL          NA   10624   Pave  <NA>      IR1
## 332   332         20       RL          70    8176   Pave  <NA>      Reg
## 333   333         20       RL          85   10655   Pave  <NA>      IR1
## 334   334        120       RM          59    8198   Pave  <NA>      Reg
## 335   335         60       RL          59    9042   Pave  <NA>      IR1
## 336   336        190       RL          NA  164660   Grvl  <NA>      IR1
## 337   337         20       RL          86   14157   Pave  <NA>      IR1
## 338   338         20       RL          70    9135   Pave  <NA>      Reg
## 339   339         20       RL          91   14145   Pave  <NA>      Reg
## 340   340         20       RL          66   12400   Pave  <NA>      IR1
## 341   341         60       RL          85   14191   Pave  <NA>      Reg
## 342   342         20       RH          60    8400   Pave  <NA>      Reg
## 343   343         90       RL          NA    8544   Pave  <NA>      Reg
## 344   344        120       RL          63    8849   Pave  <NA>      IR1
## 345   345        160       RM          36    2592   Pave  <NA>      Reg
## 346   346         50       RL          65    6435   Pave  <NA>      Reg
## 347   347         20       RL          NA   12772   Pave  <NA>      IR1
## 348   348         20       RL          NA   17600   Pave  <NA>      IR1
## 349   349        160       RL          36    2448   Pave  <NA>      Reg
## 350   350         60       RL          56   20431   Pave  <NA>      IR2
## 351   351        120       RL          68    7820   Pave  <NA>      IR1
## 352   352        120       RL          NA    5271   Pave  <NA>      IR1
## 353   353         50       RL          60    9084   Pave  <NA>      Reg
## 354   354         30       RM          60    8520   Pave  <NA>      Reg
## 355   355         50       RL          60    8400   Pave  <NA>      Reg
## 356   356         20       RL         105   11249   Pave  <NA>      IR2
## 357   357         20       RL          NA    9248   Pave  <NA>      IR1
## 358   358        120       RM          44    4224   Pave  <NA>      Reg
## 359   359         80       RL          92    6930   Pave  <NA>      IR1
## 360   360         60       RL          78   12011   Pave  <NA>      IR1
## 361   361         85       RL          NA    7540   Pave  <NA>      IR1
## 362   362         50       RL          NA    9144   Pave  Pave      Reg
## 363   363         85       RL          64    7301   Pave  <NA>      Reg
## 364   364        160       RM          21    1680   Pave  <NA>      Reg
## 365   365         60       RL          NA   18800   Pave  <NA>      IR1
## 366   366         70       RM          59   10690   Pave  <NA>      Reg
## 367   367         20       RL          NA    9500   Pave  <NA>      IR1
## 368   368         80       RL         101    9150   Pave  <NA>      IR1
## 369   369         20       RL          78    7800   Pave  <NA>      Reg
## 370   370         20       RL          NA    9830   Pave  <NA>      IR1
## 371   371         60       RL          NA    8121   Pave  <NA>      IR1
## 372   372         50       RL          80   17120   Pave  <NA>      Reg
## 373   373        120       RL          50    7175   Pave  <NA>      Reg
## 374   374         20       RL          79   10634   Pave  <NA>      Reg
## 375   375         60       RL          65    8200   Pave  <NA>      Reg
## 376   376         30       RL          NA   10020   Pave  <NA>      IR1
## 377   377         85       RL          57    8846   Pave  <NA>      IR1
## 378   378         60       FV         102   11143   Pave  <NA>      IR1
## 379   379         20       RL          88   11394   Pave  <NA>      Reg
## 380   380         60       RL          60    8123   Pave  <NA>      IR1
## 381   381         50       RL          50    5000   Pave  Pave      Reg
## 382   382         20       FV          60    7200   Pave  Pave      Reg
## 383   383         60       RL          79    9245   Pave  <NA>      IR1
## 384   384         45       RH          60    9000   Pave  <NA>      Reg
## 385   385         60       RL          NA   53107   Pave  <NA>      IR2
## 386   386        120       RL          43    3182   Pave  <NA>      Reg
## 387   387         50       RL          58    8410   Pave  <NA>      Reg
## 388   388         80       RL          72    7200   Pave  <NA>      Reg
## 389   389         20       RL          93    9382   Pave  <NA>      IR1
## 390   390         60       RL          96   12474   Pave  <NA>      Reg
## 391   391         50       RL          50    8405   Pave  Grvl      Reg
## 392   392         60       RL          71   12209   Pave  <NA>      IR1
## 393   393         20       RL          NA    8339   Pave  <NA>      IR1
## 394   394         30       RL          NA    7446   Pave  <NA>      Reg
## 395   395         50       RL          60   10134   Pave  <NA>      Reg
## 396   396         20       RL          68    9571   Pave  <NA>      Reg
## 397   397         20       RL          60    7200   Pave  <NA>      Reg
## 398   398         60       RL          69    7590   Pave  <NA>      Reg
## 399   399         30       RM          60    8967   Pave  <NA>      Reg
## 400   400         60       FV          65    8125   Pave  <NA>      Reg
## 401   401        120       RL          38   14963   Pave  <NA>      IR2
## 402   402         20       RL          65    8767   Pave  <NA>      IR1
## 403   403         30       RL          60   10200   Pave  <NA>      Reg
## 404   404         60       RL          93   12090   Pave  <NA>      Reg
## 405   405         60       RL          NA   10364   Pave  <NA>      IR1
## 406   406         20       RL          NA    9991   Pave  <NA>      IR1
## 407   407         50       RL          51   10480   Pave  <NA>      Reg
## 408   408         70       RL          63   15576   Pave  <NA>      Reg
## 409   409         60       RL         109   14154   Pave  <NA>      Reg
## 410   410         60       FV          85   10800   Pave  <NA>      Reg
## 411   411         20       RL          68    9571   Pave  <NA>      Reg
## 412   412        190       RL         100   34650   Pave  <NA>      Reg
## 413   413         20       FV          NA    4403   Pave  <NA>      IR2
## 414   414         30       RM          56    8960   Pave  Grvl      Reg
## 415   415         60       RL          59   11228   Pave  <NA>      IR2
## 416   416         20       RL          73    8899   Pave  <NA>      IR1
## 417   417         60       RL          74    7844   Pave  <NA>      Reg
## 418   418         70       RL          86   22420   Pave  <NA>      IR1
## 419   419         50       RL          60    8160   Pave  <NA>      Reg
## 420   420         20       RL          65    8450   Pave  <NA>      Reg
## 421   421         90       RM          78    7060   Pave  <NA>      Reg
## 422   422         20       RL          NA   16635   Pave  <NA>      IR1
## 423   423         20       RL         100   21750   Pave  <NA>      Reg
## 424   424         60       RL          80    9200   Pave  <NA>      Reg
## 425   425         20       RL          72    9000   Pave  <NA>      Reg
## 426   426         60       RM          60    3378   Pave  Grvl      Reg
## 427   427         80       RL          NA   12800   Pave  <NA>      Reg
## 428   428         20       RL          77    8593   Pave  <NA>      IR1
## 429   429         20       RL          64    6762   Pave  <NA>      Reg
## 430   430         20       RL         130   11457   Pave  <NA>      IR1
## 431   431        160       RM          21    1680   Pave  <NA>      Reg
## 432   432         50       RM          60    5586   Pave  <NA>      IR1
## 433   433        160       RM          24    1920   Pave  <NA>      Reg
## 434   434         60       RL         100   10839   Pave  <NA>      IR1
## 435   435        180       RM          21    1890   Pave  <NA>      Reg
## 436   436         60       RL          43   10667   Pave  <NA>      IR2
## 437   437         50       RM          40    4400   Pave  <NA>      Reg
## 438   438         45       RM          50    6000   Pave  <NA>      Reg
## 439   439         30       RL          40    4280   Pave  <NA>      Reg
## 440   440         50       RL          67   12354   Pave  Grvl      Reg
## 441   441         20       RL         105   15431   Pave  <NA>      Reg
## 442   442         90       RL          92   12108   Pave  <NA>      Reg
## 443   443         50       RM          52    6240   Pave  <NA>      Reg
## 444   444        120       RL          53    3922   Pave  <NA>      Reg
## 445   445         60       RL          70    8750   Pave  <NA>      Reg
## 446   446         20       RL          73    9855   Pave  <NA>      Reg
## 447   447         20       RL         137   16492   Pave  <NA>      IR1
## 448   448         60       RL          NA   11214   Pave  <NA>      IR1
## 449   449         50       RM          50    8600   Pave  <NA>      Reg
## 450   450         50       RM          50    6000   Pave  <NA>      Reg
## 451   451         30       RM          70    5684   Pave  <NA>      Reg
## 452   452         20       RL          62   70761   Pave  <NA>      IR1
## 453   453         60       RL          NA    9303   Pave  <NA>      IR1
## 454   454         60       FV          75    9000   Pave  <NA>      Reg
## 455   455         90       RL          63    9297   Pave  <NA>      Reg
## 456   456         20       RL          80    9600   Pave  <NA>      Reg
## 457   457         70       RM          34    4571   Pave  Grvl      Reg
## 458   458         20       RL          NA   53227   Pave  <NA>      IR1
## 459   459         70       RM          NA    5100   Pave  Grvl      Reg
## 460   460         50       RL          NA    7015   Pave  <NA>      IR1
## 461   461         60       FV          75    8004   Pave  <NA>      IR1
## 462   462         70       RL          60    7200   Pave  <NA>      Reg
## 463   463         20       RL          60    8281   Pave  <NA>      IR1
## 464   464         70       RL          74   11988   Pave  <NA>      IR1
## 465   465         20       RL          60    8430   Pave  <NA>      Reg
## 466   466        120       RM          NA    3072   Pave  <NA>      Reg
## 467   467         20       RL          85   10628   Pave  <NA>      Reg
## 468   468         70       RL          79    9480   Pave  <NA>      Reg
## 469   469         20       RL          98   11428   Pave  <NA>      IR1
## 470   470         60       RL          76    9291   Pave  <NA>      IR1
## 471   471        120       RL          NA    6820   Pave  <NA>      IR1
## 472   472         60       RL          92   11952   Pave  <NA>      Reg
## 473   473        180       RM          35    3675   Pave  <NA>      Reg
## 474   474         20       RL         110   14977   Pave  <NA>      IR1
## 475   475        120       RL          41    5330   Pave  <NA>      Reg
## 476   476         20       RL          80    8480   Pave  <NA>      Reg
## 477   477         20       RL          75   13125   Pave  <NA>      Reg
## 478   478         60       RL         105   13693   Pave  <NA>      Reg
## 479   479         20       RL          79   10637   Pave  <NA>      Reg
## 480   480         30       RM          50    5925   Pave  <NA>      Reg
## 481   481         20       RL          98   16033   Pave  <NA>      IR1
## 482   482         20       RL          72   11846   Pave  <NA>      IR1
## 483   483         70       RM          50    2500   Pave  Pave      Reg
## 484   484        120       RM          32    4500   Pave  <NA>      Reg
## 485   485         20       RL          NA    7758   Pave  <NA>      IR1
## 486   486         20       RL          80    9600   Pave  <NA>      Reg
## 487   487         20       RL          79   10289   Pave  <NA>      Reg
## 488   488         20       RL          70   12243   Pave  <NA>      IR1
## 489   489        190       RL          60   10800   Pave  <NA>      Reg
## 490   490        180       RM          21    1526   Pave  <NA>      Reg
## 491   491        160       RM          NA    2665   Pave  <NA>      Reg
## 492   492         50       RL          79    9490   Pave  <NA>      Reg
## 493   493         60       RL         105   15578   Pave  <NA>      IR1
## 494   494         20       RL          70    7931   Pave  <NA>      Reg
## 495   495         30       RM          50    5784   Pave  <NA>      Reg
## 496   496         30  C (all)          60    7879   Pave  <NA>      Reg
## 497   497         20       RL          NA   12692   Pave  <NA>      IR1
## 498   498         50       RL          60    9120   Pave  Pave      Reg
## 499   499         20       RL          65    7800   Pave  <NA>      Reg
## 500   500         20       RL          70    7535   Pave  <NA>      IR1
## 501   501        160       RM          21    1890   Pave  <NA>      Reg
## 502   502         60       FV          75    9803   Pave  <NA>      Reg
## 503   503         20       RL          70    9170   Pave  <NA>      Reg
## 504   504         20       RL         100   15602   Pave  <NA>      IR1
## 505   505        160       RL          24    2308   Pave  <NA>      Reg
## 506   506         90       RM          60    7596   Pave  Grvl      Reg
## 507   507         60       RL          80    9554   Pave  <NA>      IR1
## 508   508         20       FV          75    7862   Pave  <NA>      IR1
## 509   509         70       RM          60    9600   Pave  <NA>      Reg
## 510   510         20       RL          80    9600   Pave  <NA>      Reg
## 511   511         20       RL          75   14559   Pave  <NA>      Reg
## 512   512        120       RL          40    6792   Pave  <NA>      IR1
## 513   513         20       RL          70    9100   Pave  <NA>      Reg
## 514   514         20       RL          71    9187   Pave  <NA>      Reg
## 515   515         45       RL          55   10594   Pave  <NA>      Reg
## 516   516         20       RL          94   12220   Pave  <NA>      Reg
## 517   517         80       RL          NA   10448   Pave  <NA>      IR1
## 518   518         60       RL          79   10208   Pave  <NA>      IR1
## 519   519         60       RL          NA    9531   Pave  <NA>      IR1
## 520   520         70       RL          53   10918   Pave  <NA>      Reg
## 521   521        190       RL          60   10800   Pave  Grvl      Reg
## 522   522         20       RL          90   11988   Pave  <NA>      IR1
## 523   523         50       RM          50    5000   Pave  <NA>      Reg
## 524   524         60       RL         130   40094   Pave  <NA>      IR1
## 525   525         60       RL          95   11787   Pave  <NA>      IR1
## 526   526         20       FV          62    7500   Pave  Pave      Reg
## 527   527         20       RL          70   13300   Pave  <NA>      Reg
## 528   528         60       RL          67   14948   Pave  <NA>      IR1
## 529   529         30       RL          58    9098   Pave  <NA>      IR1
## 530   530         20       RL          NA   32668   Pave  <NA>      IR1
## 531   531         80       RL          85   10200   Pave  <NA>      Reg
## 532   532         70       RM          60    6155   Pave  <NA>      IR1
## 533   533         20       RL          60    7200   Pave  <NA>      Reg
## 534   534         20       RL          50    5000   Pave  <NA>      Reg
## 535   535         60       RL          74    9056   Pave  <NA>      IR1
## 536   536        190       RL          70    7000   Pave  <NA>      Reg
## 537   537         60       RL          57    8924   Pave  <NA>      IR1
## 538   538         20       RL          NA   12735   Pave  <NA>      IR1
## 539   539         20       RL          NA   11553   Pave  <NA>      IR1
## 540   540         20       RL          NA   11423   Pave  <NA>      Reg
## 541   541         20       RL          85   14601   Pave  <NA>      Reg
## 542   542         60       RL          NA   11000   Pave  <NA>      Reg
## 543   543         20       RL          78   10140   Pave  <NA>      Reg
## 544   544        120       RH          34    4058   Pave  <NA>      Reg
## 545   545         60       RL          58   17104   Pave  <NA>      IR1
## 546   546         50       RL          NA   13837   Pave  <NA>      IR1
## 547   547         50       RL          70    8737   Pave  <NA>      IR1
## 548   548         85       RL          54    7244   Pave  <NA>      Reg
## 549   549         20       RM          49    8235   Pave  <NA>      IR1
## 550   550         60       FV          75    9375   Pave  <NA>      Reg
## 551   551        120       RL          53    4043   Pave  <NA>      Reg
## 552   552         20       RM          50    6000   Pave  <NA>      Reg
## 553   553         20       RL          87   11146   Pave  <NA>      IR1
## 554   554         20       RL          67    8777   Pave  <NA>      Reg
## 555   555         60       RL          85   10625   Pave  <NA>      Reg
## 556   556         45       RM          58    6380   Pave  <NA>      Reg
## 557   557         20       RL          69   14850   Pave  <NA>      IR1
## 558   558         50  C (all)          60   11040   Pave  <NA>      Reg
## 559   559         60       RL          57   21872   Pave  <NA>      IR2
## 560   560        120       RL          NA    3196   Pave  <NA>      Reg
## 561   561         20       RL          NA   11341   Pave  <NA>      IR1
## 562   562         20       RL          77   10010   Pave  <NA>      Reg
## 563   563         30       RL          63   13907   Pave  <NA>      Reg
## 564   564         50       RL          66   21780   Pave  <NA>      Reg
## 565   565         60       RL          NA   13346   Pave  <NA>      IR1
## 566   566         70       RL          66    6858   Pave  <NA>      Reg
## 567   567         60       RL          77   11198   Pave  <NA>      IR1
## 568   568         20       RL          70   10171   Pave  <NA>      IR1
## 569   569         50       RL          79   12327   Pave  <NA>      IR1
## 570   570         90       RL          NA    7032   Pave  <NA>      IR1
## 571   571         90       RL          74   13101   Pave  <NA>      IR1
## 572   572         20       RL          60    7332   Pave  <NA>      Reg
## 573   573         60       RL          83   13159   Pave  <NA>      IR1
## 574   574         80       RL          76    9967   Pave  <NA>      IR1
## 575   575         80       RL          70   10500   Pave  <NA>      Reg
## 576   576         50       RL          80    8480   Pave  <NA>      Reg
## 577   577         50       RL          52    6292   Pave  <NA>      Reg
## 578   578         80       RL          96   11777   Pave  <NA>      IR1
## 579   579        160       FV          34    3604   Pave  Pave      Reg
## 580   580         50       RM          81   12150   Pave  Grvl      Reg
## 581   581         20       RL          NA   14585   Pave  <NA>      IR1
## 582   582         20       RL          98   12704   Pave  <NA>      Reg
## 583   583         90       RL          81   11841   Grvl  <NA>      Reg
## 584   584         75       RM          75   13500   Pave  <NA>      Reg
## 585   585         50       RM          51    6120   Pave  <NA>      Reg
## 586   586         20       RL          88   11443   Pave  <NA>      Reg
## 587   587         30       RL          55   10267   Pave  <NA>      Reg
## 588   588         85       RL          74    8740   Pave  <NA>      IR1
## 589   589         20       RL          65   25095   Pave  <NA>      IR1
## 590   590         40       RM          50    9100   Pave  <NA>      Reg
## 591   591         60       RL          64    8320   Pave  <NA>      Reg
## 592   592         60       RL          97   13478   Pave  <NA>      IR1
## 593   593         20       RL          60    6600   Pave  <NA>      Reg
## 594   594        120       RM          NA    4435   Pave  <NA>      Reg
## 595   595         20       RL          88    7990   Pave  <NA>      IR1
## 596   596         20       RL          69   11302   Pave  <NA>      IR1
## 597   597         70       RM          60    3600   Pave  Grvl      Reg
## 598   598        120       RL          53    3922   Pave  <NA>      Reg
## 599   599         20       RL          80   12984   Pave  <NA>      Reg
## 600   600        160       RM          24    1950   Pave  <NA>      Reg
## 601   601         60       RL          74   10927   Pave  <NA>      Reg
## 602   602         50       RM          50    9000   Pave  <NA>      Reg
## 603   603         60       RL          80   10041   Pave  <NA>      IR1
## 604   604        160       FV          30    3182   Pave  Pave      Reg
## 605   605         20       RL          88   12803   Pave  <NA>      IR1
## 606   606         60       RL          85   13600   Pave  <NA>      Reg
## 607   607         20       RL          82   12464   Pave  <NA>      IR2
## 608   608         20       RL          78    7800   Pave  <NA>      Reg
## 609   609         70       RL          78   12168   Pave  <NA>      Reg
## 610   610         20       RL          61    7943   Pave  <NA>      Reg
## 611   611         60       RL          NA   11050   Pave  <NA>      Reg
## 612   612         80       RL          NA   10395   Pave  <NA>      IR1
## 613   613         60       RL          NA   11885   Pave  <NA>      Reg
## 614   614         20       RL          70    8402   Pave  <NA>      Reg
## 615   615        180       RM          21    1491   Pave  <NA>      Reg
## 616   616         85       RL          80    8800   Pave  <NA>      Reg
## 617   617         60       RL          NA    7861   Pave  <NA>      IR1
## 618   618         45       RL          59    7227   Pave  <NA>      Reg
## 619   619         20       RL          90   11694   Pave  <NA>      Reg
## 620   620         60       RL          85   12244   Pave  <NA>      Reg
## 621   621         30       RL          45    8248   Pave  Grvl      Reg
## 622   622         60       RL          90   10800   Pave  <NA>      Reg
## 623   623         20       RL          71    7064   Pave  <NA>      Reg
## 624   624        160       FV          NA    2117   Pave  <NA>      Reg
## 625   625         60       RL          80   10400   Pave  <NA>      Reg
## 626   626         20       RL          87   10000   Pave  <NA>      IR1
## 627   627         20       RL          NA   12342   Pave  <NA>      IR1
## 628   628         80       RL          80    9600   Pave  <NA>      Reg
## 629   629         60       RL          70   11606   Pave  <NA>      IR1
## 630   630         80       RL          82    9020   Pave  <NA>      Reg
## 631   631         70       RM          50    9000   Pave  Grvl      Reg
## 632   632        120       RL          34    4590   Pave  <NA>      Reg
## 633   633         20       RL          85   11900   Pave  <NA>      Reg
## 634   634         20       RL          80    9250   Pave  <NA>      Reg
## 635   635         90       RL          64    6979   Pave  <NA>      Reg
## 636   636        190       RH          60   10896   Pave  Pave      Reg
## 637   637         30       RM          51    6120   Pave  <NA>      Reg
## 638   638        190       RM          50    6000   Pave  <NA>      Reg
## 639   639         30       RL          67    8777   Pave  <NA>      Reg
## 640   640        120       RL          53    3982   Pave  <NA>      Reg
## 641   641        120       RL          62   12677   Pave  <NA>      IR1
## 642   642         60       FV          NA    7050   Pave  <NA>      Reg
## 643   643         80       RL          75   13860   Pave  <NA>      Reg
## 644   644         60       RL          80   10793   Pave  <NA>      Reg
## 645   645         20       FV          85    9187   Pave  <NA>      Reg
## 646   646         20       RL          NA   10530   Pave  <NA>      IR1
## 647   647         20       RL          60    7200   Pave  <NA>      Reg
## 648   648         20       RL          85   10452   Pave  <NA>      IR1
## 649   649         60       RL          70    7700   Pave  <NA>      Reg
## 650   650        180       RM          21    1936   Pave  <NA>      Reg
## 651   651         60       FV          65    8125   Pave  <NA>      Reg
## 652   652         70       RL          60    9084   Pave  <NA>      Reg
## 653   653         60       RL          70    8750   Pave  <NA>      Reg
## 654   654         50       RM          60   10320   Pave  Grvl      Reg
## 655   655         20       RL          91   10437   Pave  <NA>      IR1
## 656   656        160       RM          21    1680   Pave  <NA>      Reg
## 657   657         20       RL          72   10007   Pave  <NA>      IR1
## 658   658         70       RL          60    7200   Pave  <NA>      Reg
## 659   659         50       RL          78   17503   Pave  <NA>      Reg
## 660   660         20       RL          75    9937   Pave  <NA>      Reg
## 661   661         60       RL          NA   12384   Pave  <NA>      Reg
## 662   662         60       RL          52   46589   Pave  <NA>      IR2
## 663   663         20       RL         120   13560   Pave  <NA>      Reg
## 664   664         85       RL          90   10012   Pave  <NA>      Reg
## 665   665         20       RL          49   20896   Pave  <NA>      IR2
## 666   666         60       RL         106   11194   Pave  <NA>      IR1
## 667   667         60       RL          NA   18450   Pave  <NA>      IR1
## 668   668         20       RL          65    8125   Pave  <NA>      Reg
## 669   669         20       RL          NA   14175   Pave  <NA>      Reg
## 670   670         30       RL          80   11600   Pave  <NA>      Reg
## 671   671         60       RL          64    8633   Pave  <NA>      Reg
## 672   672         70       RH          54    6629   Pave  <NA>      Reg
## 673   673         20       RL          NA   11250   Pave  <NA>      IR1
## 674   674         20       RL         110   14442   Pave  <NA>      Reg
## 675   675         20       RL          80    9200   Pave  <NA>      Reg
## 676   676        160       RL          24    2289   Pave  <NA>      Reg
## 677   677         70       RM          60    9600   Pave  Grvl      Reg
## 678   678         30       RL          52    9022   Pave  <NA>      Reg
## 679   679         20       RL          80   11844   Pave  <NA>      IR1
## 680   680         20       RL          NA    9945   Pave  <NA>      IR1
## 681   681        120       RL          50    8012   Pave  <NA>      Reg
## 682   682         50       RH          55    4500   Pave  Pave      IR2
## 683   683        120       RL          NA    2887   Pave  <NA>      Reg
## 684   684         20       RL          90   11248   Pave  <NA>      IR1
## 685   685         60       RL          58   16770   Pave  <NA>      IR2
## 686   686        160       RL          NA    5062   Pave  <NA>      IR1
## 687   687         60       FV          84   10207   Pave  <NA>      Reg
## 688   688        160       FV          NA    5105   Pave  <NA>      IR2
## 689   689         20       RL          60    8089   Pave  <NA>      Reg
## 690   690        120       RL          61    7577   Pave  <NA>      IR1
## 691   691        120       RM          NA    4426   Pave  <NA>      Reg
## 692   692         60       RL         104   21535   Pave  <NA>      IR1
## 693   693         60       RL          42   26178   Pave  <NA>      IR1
## 694   694         30       RL          60    5400   Pave  <NA>      Reg
## 695   695         50       RM          51    6120   Pave  <NA>      Reg
## 696   696         20       RL          54   13811   Pave  <NA>      IR1
## 697   697         30       RM          50    6000   Pave  <NA>      Reg
## 698   698         20       RL          57    6420   Pave  <NA>      IR1
## 699   699         20       RL          65    8450   Pave  <NA>      Reg
## 700   700        120       FV          59    4282   Pave  Pave      IR2
## 701   701         20       RL          85   14331   Pave  <NA>      Reg
## 702   702         20       RL          80    9600   Pave  <NA>      Reg
## 703   703         60       RL          82   12438   Pave  <NA>      IR1
## 704   704        190       RM          76    7630   Pave  <NA>      Reg
## 705   705         20       RL          70    8400   Pave  <NA>      Reg
## 706   706        190       RM          70    5600   Pave  <NA>      Reg
## 707   707         20       RL          NA  115149   Pave  <NA>      IR2
## 708   708        120       RL          48    6240   Pave  <NA>      Reg
## 709   709         60       RL          65    9018   Pave  <NA>      IR1
## 710   710         20       RL          NA    7162   Pave  <NA>      IR1
## 711   711         30       RL          56    4130   Pave  <NA>      IR1
## 712   712         50  C (all)          66    8712   Pave  Pave      Reg
## 713   713        120       RL          40    4671   Pave  <NA>      IR1
## 714   714        190       RL          60    9873   Pave  <NA>      Reg
## 715   715         60       RL          NA   13517   Pave  <NA>      IR1
## 716   716         20       RL          78   10140   Pave  <NA>      Reg
## 717   717         70       RM          60   10800   Pave  Grvl      Reg
## 718   718         20       RL          80   10000   Pave  <NA>      Reg
## 719   719         60       RL          96   10542   Pave  <NA>      Reg
## 720   720         20       RL          69    9920   Pave  <NA>      IR1
## 721   721        120       RL          NA    6563   Pave  <NA>      IR1
## 722   722        120       RM          NA    4426   Pave  <NA>      Reg
## 723   723         20       RL          70    8120   Pave  <NA>      Reg
## 724   724         50       RL          60    8172   Pave  <NA>      Reg
## 725   725         20       RL          86   13286   Pave  <NA>      IR1
## 726   726         20       RL          60    6960   Pave  <NA>      Reg
## 727   727         20       RL          NA   21695   Pave  <NA>      IR1
## 728   728         20       RL          64    7314   Pave  <NA>      Reg
## 729   729         90       RL          85   11475   Pave  <NA>      Reg
## 730   730         30       RM          52    6240   Pave  Grvl      Reg
## 731   731        120       RL          39    5389   Pave  <NA>      IR1
## 732   732         80       RL          73    9590   Pave  <NA>      IR1
## 733   733         60       RL          75   11404   Pave  <NA>      IR1
## 734   734         20       RL          80   10000   Pave  <NA>      Reg
## 735   735         20       RL          NA    8978   Pave  <NA>      IR1
## 736   736         75       RM          60   10800   Pave  <NA>      Reg
## 737   737         90       RL          60    8544   Pave  <NA>      Reg
## 738   738         60       RL          72   10463   Pave  <NA>      IR1
## 739   739         90       RL          60   10800   Pave  <NA>      Reg
## 740   740         60       RL          65    9313   Pave  <NA>      IR1
## 741   741         70       RM          60    9600   Pave  Grvl      Reg
## 742   742         20       RL          65    6768   Pave  <NA>      IR1
## 743   743         20       RL          65    8450   Pave  <NA>      Reg
## 744   744         80       RL          70   12886   Pave  <NA>      IR1
## 745   745        120       RL          41    5395   Pave  <NA>      IR1
## 746   746         60       RL          NA    8963   Pave  <NA>      IR1
## 747   747         60       RL          NA    8795   Pave  <NA>      IR1
## 748   748         70       RM          65   11700   Pave  Pave      IR1
## 749   749         20       RL          59   10593   Pave  <NA>      IR1
## 750   750         50       RL          50    8405   Pave  <NA>      Reg
## 751   751         50       RM          55    8800   Pave  Grvl      Reg
## 752   752         60       RL          NA    7750   Pave  <NA>      Reg
## 753   753         20       RL          79    9236   Pave  <NA>      IR1
## 754   754         60       RL          80   10240   Pave  <NA>      Reg
## 755   755         20       RL          61    7930   Pave  <NA>      Reg
## 756   756        160       FV          34    3230   Pave  Pave      Reg
## 757   757         60       RL          68   10769   Pave  <NA>      IR1
## 758   758         60       RL          NA   11616   Pave  <NA>      IR1
## 759   759        160       FV          24    2280   Pave  Pave      Reg
## 760   760         60       RL          65   12257   Pave  <NA>      IR1
## 761   761         20       RL          70    9100   Pave  <NA>      Reg
## 762   762         30       RM          60    6911   Pave  <NA>      Reg
## 763   763         60       FV          72    8640   Pave  <NA>      Reg
## 764   764         60       RL          82    9430   Pave  <NA>      Reg
## 765   765        120       RL          30    9549   Pave  <NA>      IR1
## 766   766         20       RL          75   14587   Pave  <NA>      IR1
## 767   767         60       RL          80   10421   Pave  <NA>      Reg
## 768   768         50       RL          75   12508   Pave  <NA>      IR1
## 769   769         20       RL          70    9100   Pave  <NA>      Reg
## 770   770         60       RL          47   53504   Pave  <NA>      IR2
## 771   771         85       RL          NA    7252   Pave  <NA>      IR1
## 772   772         20       RL          67    8877   Pave  <NA>      Reg
## 773   773         80       RL          94    7819   Pave  <NA>      Reg
## 774   774         20       RL          70   10150   Pave  <NA>      Reg
## 775   775         20       RL         110   14226   Pave  <NA>      Reg
## 776   776        120       RM          32    4500   Pave  <NA>      Reg
## 777   777         20       RL          86   11210   Pave  <NA>      IR1
## 778   778         20       RL         100   13350   Pave  <NA>      IR1
## 779   779         90       RH          60    8400   Pave  <NA>      Reg
## 780   780         90       RL          78   10530   Pave  <NA>      Reg
## 781   781         20       RL          63    7875   Pave  <NA>      Reg
## 782   782         60       RL          65    7153   Pave  <NA>      Reg
## 783   783         20       RL          67   16285   Pave  <NA>      IR2
## 784   784         85       RL          NA    9101   Pave  <NA>      IR1
## 785   785         75       RM          35    6300   Pave  Grvl      Reg
## 786   786         20       RL          NA    9790   Pave  <NA>      Reg
## 787   787         50       RM          60   10800   Pave  <NA>      Reg
## 788   788         60       RL          76   10142   Pave  <NA>      IR1
## 789   789         20       RM          50    6000   Pave  <NA>      Reg
## 790   790         60       RL          NA   12205   Pave  <NA>      IR1
## 791   791        120       RL          43    3182   Pave  <NA>      Reg
## 792   792         80       RL          NA   11333   Pave  <NA>      IR1
## 793   793         60       RL          92    9920   Pave  <NA>      IR1
## 794   794         20       RL          76    9158   Pave  <NA>      Reg
## 795   795         60       RL          NA   10832   Pave  <NA>      IR1
## 796   796         60       RL          70    8400   Pave  <NA>      Reg
## 797   797         20       RL          71    8197   Pave  <NA>      Reg
## 798   798         20       RL          57    7677   Pave  <NA>      Reg
## 799   799         60       RL         104   13518   Pave  <NA>      Reg
## 800   800         50       RL          60    7200   Pave  <NA>      Reg
## 801   801         60       RL          79   12798   Pave  <NA>      IR1
## 802   802         30       RM          40    4800   Pave  <NA>      Reg
## 803   803         60       RL          63    8199   Pave  <NA>      Reg
## 804   804         60       RL         107   13891   Pave  <NA>      Reg
## 805   805         20       RL          75    9000   Pave  <NA>      Reg
## 806   806         20       RL          91   12274   Pave  <NA>      IR1
## 807   807         80       RL          75    9750   Pave  <NA>      Reg
## 808   808         70       RL         144   21384   Pave  <NA>      Reg
## 809   809         80       RL          85   13400   Pave  <NA>      Reg
## 810   810         75       RM          90    8100   Pave  <NA>      Reg
## 811   811         20       RL          78   10140   Pave  <NA>      Reg
## 812   812        120       RM          NA    4438   Pave  <NA>      Reg
## 813   813         20  C (all)          66    8712   Grvl  <NA>      Reg
## 814   814         20       RL          75    9750   Pave  <NA>      Reg
## 815   815         50       RL          45    8248   Pave  Grvl      Reg
## 816   816         20       RL          48   12137   Pave  <NA>      IR2
## 817   817         20       RL          NA   11425   Pave  <NA>      IR1
## 818   818         20       RL          NA   13265   Pave  <NA>      IR1
## 819   819         80       RL          80    8816   Pave  <NA>      Reg
## 820   820        120       RL          44    6371   Pave  <NA>      IR1
## 821   821         60       RL          72    7226   Pave  <NA>      IR1
## 822   822         20       RM          60    6000   Pave  Pave      Reg
## 823   823         60       RL          NA   12394   Pave  <NA>      IR1
## 824   824         50       RL          60    9900   Pave  <NA>      Reg
## 825   825         20       FV          81   11216   Pave  <NA>      Reg
## 826   826         20       RL         114   14803   Pave  <NA>      Reg
## 827   827         45       RM          50    6130   Pave  <NA>      Reg
## 828   828         20       RL          65    8529   Pave  <NA>      IR1
## 829   829         60       RL          NA   28698   Pave  <NA>      IR2
## 830   830        160       FV          24    2544   Pave  Pave      Reg
## 831   831         20       RL          80   11900   Pave  <NA>      IR1
## 832   832        160       FV          30    3180   Pave  Pave      Reg
## 833   833         60       RL          44    9548   Pave  <NA>      IR1
## 834   834         20       RL         100   10004   Pave  <NA>      Reg
## 835   835         20       RL          75    7875   Pave  <NA>      Reg
## 836   836         20       RL          60    9600   Pave  <NA>      Reg
## 837   837         30       RM          90    8100   Pave  Pave      Reg
## 838   838        160       RM          21    1680   Pave  <NA>      Reg
## 839   839         20       RL          75    9525   Pave  <NA>      Reg
## 840   840         50       RL          70   11767   Pave  <NA>      Reg
## 841   841         70       RH          NA   12155   Pave  <NA>      IR1
## 842   842         70       RM          60   10440   Pave  Grvl      Reg
## 843   843         80       RL          82    9020   Pave  <NA>      Reg
## 844   844         90       RL          80    8000   Pave  <NA>      Reg
## 845   845         50       RM         100   12665   Pave  Grvl      IR1
## 846   846         85       RL          NA   16647   Pave  <NA>      IR1
## 847   847         60       RL          75    9317   Pave  <NA>      Reg
## 848   848         20       RL          36   15523   Pave  <NA>      IR1
## 849   849         50       RL          75   45600   Pave  <NA>      IR2
## 850   850         80       RL          80    9600   Pave  <NA>      Reg
## 851   851        120       RM          36    4435   Pave  <NA>      Reg
## 852   852        120       RL          NA    3196   Pave  <NA>      Reg
## 853   853         75       RL          53    7128   Pave  <NA>      Reg
## 854   854         80       RL          NA   12095   Pave  <NA>      IR1
## 855   855         20       RL         102   17920   Pave  <NA>      Reg
## 856   856         20       RL          NA    6897   Pave  <NA>      IR1
## 857   857         80       RL          NA   10970   Pave  <NA>      IR1
## 858   858         60       RL          65    8125   Pave  <NA>      Reg
## 859   859         20       RL          80   10400   Pave  <NA>      Reg
## 860   860         60       RL          NA   11029   Pave  <NA>      IR1
## 861   861         50       RL          55    7642   Pave  <NA>      Reg
## 862   862        190       RL          75   11625   Pave  <NA>      Reg
## 863   863         20       RL          81    9672   Pave  <NA>      Reg
## 864   864         20       RL          70    7931   Pave  <NA>      Reg
## 865   865         20       FV          72    8640   Pave  <NA>      Reg
## 866   866         20       RL          NA    8750   Pave  <NA>      IR1
## 867   867         20       RL          67   10656   Pave  <NA>      IR1
## 868   868         20       RL          85    6970   Pave  <NA>      Reg
## 869   869         60       RL          NA   14762   Pave  <NA>      IR2
## 870   870         60       RL          80    9938   Pave  <NA>      Reg
## 871   871         20       RL          60    6600   Pave  <NA>      Reg
## 872   872         60       RL          70    8750   Pave  <NA>      Reg
## 873   873         20       RL          74    8892   Pave  <NA>      Reg
## 874   874         40       RL          60   12144   Pave  <NA>      Reg
## 875   875         50       RM          52    5720   Pave  <NA>      Reg
## 876   876         60       FV          75    9000   Pave  <NA>      Reg
## 877   877         20       RL          94   25286   Pave  <NA>      Reg
## 878   878         60       RL          74    8834   Pave  <NA>      Reg
## 879   879         85       RL          88   11782   Pave  <NA>      IR1
## 880   880         20       RL          NA    7000   Pave  <NA>      IR1
## 881   881         20       RL          60    7024   Pave  <NA>      Reg
## 882   882         50       RL          44   13758   Pave  <NA>      IR1
## 883   883         60       RL          NA    9636   Pave  <NA>      IR1
## 884   884         75       RL          60    6204   Pave  <NA>      Reg
## 885   885         20       RL          65    7150   Pave  <NA>      Reg
## 886   886        120       FV          50    5119   Pave  <NA>      IR1
## 887   887         90       RL          70    8393   Pave  <NA>      Reg
## 888   888         50       RL          59   16466   Pave  <NA>      IR1
## 889   889         20       RL          95   15865   Pave  <NA>      IR1
## 890   890         20       RL         128   12160   Pave  <NA>      Reg
## 891   891         50       RL          60    8064   Pave  <NA>      Reg
## 892   892         60       RL          70   11184   Pave  <NA>      Reg
## 893   893         20       RL          70    8414   Pave  <NA>      Reg
## 894   894         20       RL          NA   13284   Pave  <NA>      Reg
## 895   895         90       RL          64    7018   Pave  <NA>      Reg
## 896   896         60       RL          71    7056   Pave  <NA>      Reg
## 897   897         30       RM          50    8765   Pave  Grvl      Reg
## 898   898         90       RL          64    7018   Pave  <NA>      Reg
## 899   899         20       RL         100   12919   Pave  <NA>      IR1
## 900   900         20       RL          65    6993   Pave  <NA>      Reg
## 901   901         20       RL          NA    7340   Pave  <NA>      IR1
## 902   902         20       RL          64    8712   Pave  <NA>      IR1
## 903   903         60       RL          63    7875   Pave  <NA>      Reg
## 904   904         20       RL          50   14859   Pave  <NA>      IR1
## 905   905         20       RL          NA    6173   Pave  <NA>      IR1
## 906   906         20       RL          80    9920   Pave  <NA>      Reg
## 907   907         20       RL         116   13501   Pave  <NA>      IR1
## 908   908         50       RL          86   11500   Pave  <NA>      IR1
## 909   909         20       RL          NA    8885   Pave  <NA>      IR1
## 910   910         60       RL         149   12589   Pave  <NA>      IR2
## 911   911         90       RL          80   11600   Pave  <NA>      Reg
## 912   912         20       RL          NA    9286   Pave  <NA>      IR1
## 913   913         30       RM          51    6120   Pave  <NA>      Reg
## 914   914         90       RH          82    6270   Pave  <NA>      Reg
## 915   915        160       FV          30    3000   Pave  Pave      Reg
## 916   916        160       RM          21    2001   Pave  <NA>      Reg
## 917   917         20  C (all)          50    9000   Pave  <NA>      Reg
## 918   918         20       RL          NA   17140   Pave  <NA>      Reg
## 919   919         60       RL         103   13125   Pave  <NA>      IR1
## 920   920         20       RL          87   11029   Pave  <NA>      IR1
## 921   921         60       RL          70    8462   Pave  <NA>      IR1
## 922   922         90       RL          67    8777   Pave  <NA>      Reg
## 923   923         20       RL          65   10237   Pave  <NA>      Reg
## 924   924        120       RL          50    8012   Pave  <NA>      Reg
## 925   925         20       RL          79   10240   Pave  <NA>      Reg
## 926   926         20       RL          NA   15611   Pave  <NA>      IR1
## 927   927         60       RL          93   11999   Pave  <NA>      Reg
## 928   928         60       RL          NA    9900   Pave  <NA>      Reg
## 929   929         20       RL          NA   11838   Pave  <NA>      Reg
## 930   930         60       RL          NA   13006   Pave  <NA>      IR1
## 931   931         20       RL          73    8925   Pave  <NA>      IR1
## 932   932         20       RL          70    9100   Pave  <NA>      Reg
## 933   933         20       RL          84   11670   Pave  <NA>      IR1
## 934   934         20       RL          63    8487   Pave  <NA>      Reg
## 935   935         20       RL         313   27650   Pave  <NA>      IR2
## 936   936         30       RL          52    5825   Pave  <NA>      IR1
## 937   937         20       RL          67   10083   Pave  <NA>      Reg
## 938   938         60       RL          75    9675   Pave  <NA>      Reg
## 939   939         60       RL          73    8760   Pave  <NA>      Reg
## 940   940         70       RL          NA   24090   Pave  <NA>      Reg
## 941   941         90       RL          55   12640   Pave  <NA>      IR1
## 942   942         60       RL          NA    8755   Pave  <NA>      IR1
## 943   943         90       RL          42    7711   Pave  <NA>      IR1
## 944   944         90       RL         100   25000   Pave  <NA>      Reg
## 945   945         20       RL          NA   14375   Pave  <NA>      IR1
## 946   946         50       RM          98    8820   Pave  <NA>      Reg
## 947   947         80       RL          70    8163   Pave  <NA>      Reg
## 948   948         20       RL          85   14536   Pave  <NA>      Reg
## 949   949         60       RL          65   14006   Pave  <NA>      IR1
## 950   950         20       RL          78    9360   Pave  <NA>      Reg
## 951   951         20       RL          60    7200   Pave  <NA>      Reg
## 952   952         20       RH          60    7800   Pave  <NA>      Reg
## 953   953         85       RL          60    7200   Pave  <NA>      Reg
## 954   954         60       RL          NA   11075   Pave  <NA>      IR1
## 955   955         90       RL          35    9400   Pave  <NA>      IR1
## 956   956         90       RH          82    7136   Pave  <NA>      IR1
## 957   957        160       RM          24    1300   Pave  <NA>      Reg
## 958   958         20       RL          70    7420   Pave  <NA>      Reg
## 959   959         20       RL          65    8450   Pave  <NA>      Reg
## 960   960        160       FV          24    2572   Pave  <NA>      Reg
## 961   961         20       RL          50    7207   Pave  <NA>      IR1
## 962   962         60       RL          NA   12227   Pave  <NA>      IR1
## 963   963        160       RL          24    2308   Pave  <NA>      Reg
## 964   964         20       RL         122   11923   Pave  <NA>      IR1
## 965   965         60       RL          80   11316   Pave  <NA>      Reg
## 966   966         60       RL          65   10237   Pave  <NA>      Reg
## 967   967         50       RL         130    9600   Pave  <NA>      IR1
## 968   968         20       RL          NA    7390   Pave  <NA>      IR1
## 969   969         50       RM          50    5925   Pave  <NA>      Reg
## 970   970        190       RL          75   10382   Pave  <NA>      Reg
## 971   971         50       RL          60   10800   Pave  <NA>      Reg
## 972   972        160       RL          36    2268   Pave  <NA>      Reg
## 973   973        120       RL          55    7892   Pave  <NA>      Reg
## 974   974         20       FV          95   11639   Pave  <NA>      Reg
## 975   975         70       RL          60   11414   Pave  <NA>      IR1
## 976   976        160       FV          NA    2651   Pave  <NA>      Reg
## 977   977         30       RL          51    5900   Pave  <NA>      IR1
## 978   978        120       FV          35    4274   Pave  Pave      IR1
## 979   979         20       RL          68    9450   Pave  <NA>      Reg
## 980   980         20       RL          80    8816   Pave  <NA>      Reg
## 981   981         85       RL          NA   12122   Pave  <NA>      IR1
## 982   982         60       RL          98   12203   Pave  <NA>      IR1
## 983   983         20       RL          43    3182   Pave  <NA>      Reg
## 984   984         60       RL          NA   11250   Pave  <NA>      Reg
## 985   985         90       RL          75   10125   Pave  <NA>      Reg
## 986   986        190       RL          68   10880   Pave  <NA>      Reg
## 987   987         50       RM          59    5310   Pave  <NA>      Reg
## 988   988         20       RL          83   10159   Pave  <NA>      IR1
## 989   989         60       RL          NA   12046   Pave  <NA>      IR1
## 990   990         60       FV          65    8125   Pave  <NA>      Reg
## 991   991         60       RL          82    9452   Pave  <NA>      Reg
## 992   992         70       RM         121   17671   Pave  Grvl      Reg
## 993   993         60       RL          80    9760   Pave  <NA>      Reg
## 994   994         60       RL          68    8846   Pave  <NA>      Reg
## 995   995         20       RL          96   12456   Pave  <NA>      Reg
## 996   996         50       RL          51    4712   Pave  <NA>      IR1
## 997   997         20       RL          NA   10659   Pave  <NA>      IR1
## 998   998         20       RL          NA   11717   Pave  <NA>      IR1
## 999   999         30       RM          60    9786   Pave  <NA>      Reg
## 1000 1000         20       RL          64    6762   Pave  <NA>      Reg
## 1001 1001         20       RL          74   10206   Pave  <NA>      Reg
## 1002 1002         30       RL          60    5400   Pave  <NA>      Reg
## 1003 1003         20       RL          75   11957   Pave  <NA>      IR1
## 1004 1004         90       RL          NA   11500   Pave  <NA>      IR1
## 1005 1005        120       RL          43    3182   Pave  <NA>      Reg
## 1006 1006         80       RL          65    8385   Pave  <NA>      Reg
## 1007 1007         20       RL          NA   12155   Pave  <NA>      IR3
## 1008 1008        160       RM          21    2217   Pave  <NA>      Reg
## 1009 1009         20       RL          43   12118   Pave  <NA>      IR1
## 1010 1010         50       RL          60    6000   Pave  <NA>      Reg
## 1011 1011         50       RL         115   21286   Pave  <NA>      Reg
## 1012 1012         90       RL          75    9825   Pave  <NA>      Reg
## 1013 1013         70       RL          55   10592   Pave  <NA>      Reg
## 1014 1014         30       RM          60    7200   Pave  <NA>      Reg
## 1015 1015         20       RL          60   11664   Pave  <NA>      Reg
## 1016 1016         60       RL          70    8400   Pave  <NA>      Reg
## 1017 1017         20       RL          73   11883   Pave  <NA>      Reg
## 1018 1018        120       RL          NA    5814   Pave  <NA>      IR1
## 1019 1019         80       RL          NA   10784   Pave  <NA>      IR1
## 1020 1020        120       RL          43    3013   Pave  <NA>      Reg
## 1021 1021         20       RL          60    7024   Pave  <NA>      Reg
## 1022 1022         20       RL          64    7406   Pave  <NA>      Reg
## 1023 1023         50       RM          52    9439   Pave  <NA>      Reg
## 1024 1024        120       RL          43    3182   Pave  <NA>      Reg
## 1025 1025         20       RL          NA   15498   Pave  <NA>      IR1
## 1026 1026         20       RL          70    7700   Pave  <NA>      Reg
## 1027 1027         20       RL          73    9300   Pave  <NA>      Reg
## 1028 1028         20       RL          71    9520   Pave  <NA>      IR1
## 1029 1029         50       RL          79    9492   Pave  <NA>      Reg
## 1030 1030        160       RM          21    1680   Pave  <NA>      Reg
## 1031 1031        190       RH          NA    7082   Pave  <NA>      Reg
## 1032 1032         75       RL         102   15863   Pave  <NA>      Reg
## 1033 1033         60       RL          NA   14541   Pave  <NA>      IR1
## 1034 1034         20       RL          NA    8125   Pave  <NA>      Reg
## 1035 1035         30       RL          50    6305   Pave  <NA>      Reg
## 1036 1036         20       RL          NA   11500   Pave  <NA>      IR1
## 1037 1037         20       RL          89   12898   Pave  <NA>      IR1
## 1038 1038         60       RL          NA    9240   Pave  <NA>      Reg
## 1039 1039        160       RM          21    1533   Pave  <NA>      Reg
## 1040 1040        180       RM          21    1477   Pave  <NA>      Reg
## 1041 1041         20       RL          88   13125   Pave  <NA>      Reg
## 1042 1042         60       RL          NA    9130   Pave  <NA>      Reg
## 1043 1043        120       RL          34    5381   Pave  <NA>      IR1
## 1044 1044         60       RL          86   11839   Pave  <NA>      Reg
## 1045 1045         20       RL          80    9600   Pave  <NA>      Reg
## 1046 1046         20       RL          NA   13680   Pave  <NA>      IR1
## 1047 1047         60       RL          85   16056   Pave  <NA>      IR1
## 1048 1048         20       RL          57    9245   Pave  <NA>      IR2
## 1049 1049         20       RL         100   21750   Pave  <NA>      Reg
## 1050 1050         20       RL          60   11100   Pave  <NA>      Reg
## 1051 1051         20       RL          73    8993   Pave  <NA>      IR1
## 1052 1052         20       RL         103   11175   Pave  <NA>      IR1
## 1053 1053         60       RL         100    9500   Pave  <NA>      Reg
## 1054 1054         20       RL          68    8562   Pave  <NA>      Reg
## 1055 1055         60       RL          90   11367   Pave  <NA>      Reg
## 1056 1056         20       RL         104   11361   Pave  <NA>      Reg
## 1057 1057        120       RL          43    7052   Pave  <NA>      IR1
## 1058 1058         60       RL          NA   29959   Pave  <NA>      IR2
## 1059 1059         60       RL          96   11308   Pave  <NA>      IR1
## 1060 1060         50       RL          NA   11275   Pave  <NA>      IR1
## 1061 1061        120       RL          41    4920   Pave  <NA>      Reg
## 1062 1062         30  C (all)         120   18000   Grvl  <NA>      Reg
## 1063 1063        190       RM          85   13600   Pave  Grvl      Reg
## 1064 1064         30       RM          50    6000   Pave  <NA>      Reg
## 1065 1065         20       RL          NA   11000   Pave  <NA>      IR1
## 1066 1066         60       RL          80   14000   Pave  <NA>      Reg
## 1067 1067         60       RL          59    7837   Pave  <NA>      IR1
## 1068 1068         60       RL          80    9760   Pave  <NA>      Reg
## 1069 1069        160       RM          42    3964   Pave  <NA>      Reg
## 1070 1070         45       RL          60    9600   Pave  <NA>      Reg
## 1071 1071         20       RL          72   10152   Pave  <NA>      Reg
## 1072 1072         60       RL          78   11700   Pave  <NA>      Reg
## 1073 1073         50       RL          50    7585   Pave  <NA>      Reg
## 1074 1074         60       RL          75    7950   Pave  <NA>      IR1
## 1075 1075         20       RL          74    8556   Pave  <NA>      Reg
## 1076 1076         70       RL          75   13125   Pave  <NA>      Reg
## 1077 1077         50       RL          60   10800   Pave  Grvl      Reg
## 1078 1078         20       RL          NA   15870   Pave  <NA>      IR1
## 1079 1079        120       RM          37    4435   Pave  <NA>      Reg
## 1080 1080         20       RL          65    8775   Pave  <NA>      Reg
## 1081 1081         20       RL          80   11040   Pave  <NA>      Reg
## 1082 1082         20       RL          75    7500   Pave  <NA>      Reg
## 1083 1083         20       RL          70    8749   Pave  <NA>      Reg
## 1084 1084         20       RL          80    8800   Pave  <NA>      Reg
## 1085 1085         60       RL          NA   13031   Pave  <NA>      IR2
## 1086 1086         85       RL          73    9069   Pave  <NA>      Reg
## 1087 1087        160       RM          NA    1974   Pave  <NA>      Reg
## 1088 1088         60       FV          85   10574   Pave  <NA>      Reg
## 1089 1089        160       RM          24    2522   Pave  <NA>      Reg
## 1090 1090        120       FV          37    3316   Pave  Pave      IR1
## 1091 1091         90       RL          60    8544   Pave  <NA>      Reg
## 1092 1092        160       FV          24    2160   Pave  Pave      Reg
## 1093 1093         50       RL          60    8400   Pave  <NA>      Reg
## 1094 1094         20       RL          71    9230   Pave  <NA>      Reg
## 1095 1095         20       RL          74    5868   Pave  <NA>      Reg
## 1096 1096         20       RL          78    9317   Pave  <NA>      IR1
## 1097 1097         70       RM          60    6882   Pave  <NA>      Reg
## 1098 1098        120       RL          NA    3696   Pave  <NA>      Reg
## 1099 1099         50       RM          50    6000   Pave  <NA>      Reg
## 1100 1100         20       RL          82   11880   Pave  <NA>      IR1
## 1101 1101         30       RL          60    8400   Pave  <NA>      Reg
## 1102 1102         20       RL          61    9758   Pave  <NA>      IR1
## 1103 1103         20       RL          70    7000   Pave  <NA>      Reg
## 1104 1104         20       RL          79    8910   Pave  <NA>      Reg
## 1105 1105        160       RM          24    2016   Pave  <NA>      Reg
## 1106 1106         60       RL          98   12256   Pave  <NA>      IR1
## 1107 1107         20       RL         114   10357   Pave  <NA>      IR1
## 1108 1108         60       RL         168   23257   Pave  <NA>      IR3
## 1109 1109         60       RL          NA    8063   Pave  <NA>      Reg
## 1110 1110         20       RL         107   11362   Pave  <NA>      IR1
## 1111 1111         60       RL          NA    8000   Pave  <NA>      Reg
## 1112 1112         60       RL          80   10480   Pave  <NA>      Reg
## 1113 1113         20       RL          73    7100   Pave  <NA>      IR1
## 1114 1114         20       RL          66    8923   Pave  <NA>      Reg
## 1115 1115         20       RL          90    5400   Pave  <NA>      Reg
## 1116 1116         20       RL          93   12085   Pave  <NA>      Reg
## 1117 1117         80       RL          NA    7750   Pave  <NA>      Reg
## 1118 1118         20       RL          57    9764   Pave  <NA>      IR1
## 1119 1119         80       RL          85   13825   Pave  <NA>      Reg
## 1120 1120         20       RL          70    7560   Pave  <NA>      Reg
## 1121 1121         30       RM          59    8263   Pave  <NA>      Reg
## 1122 1122         20       RL          84   10084   Pave  <NA>      Reg
## 1123 1123         20       RL          NA    8926   Pave  <NA>      IR1
## 1124 1124         20       RL          50    9405   Pave  <NA>      Reg
## 1125 1125         80       RL          NA    9125   Pave  <NA>      IR1
## 1126 1126         20       RL          60   10434   Pave  <NA>      Reg
## 1127 1127        120       RL          53    3684   Pave  <NA>      Reg
## 1128 1128         20       RL         182   14572   Pave  <NA>      IR3
## 1129 1129         60       RL          59   11796   Pave  <NA>      IR1
## 1130 1130         90       RM          60    7200   Pave  Grvl      Reg
## 1131 1131         50       RL          65    7804   Pave  <NA>      Reg
## 1132 1132         20       RL          63   10712   Pave  <NA>      Reg
## 1133 1133         70       RM          90    9900   Pave  <NA>      Reg
## 1134 1134         60       RL          80    9828   Pave  <NA>      IR1
## 1135 1135         60       RL          57    8773   Pave  <NA>      IR1
## 1136 1136         30       RM          60    6180   Pave  <NA>      Reg
## 1137 1137         50       RL          80    9600   Pave  <NA>      Reg
## 1138 1138         50       RL          54    6342   Pave  <NA>      Reg
## 1139 1139         20       RL          NA    9819   Pave  <NA>      IR1
## 1140 1140         30       RL          98    8731   Pave  <NA>      IR1
## 1141 1141         20       RL          60    7350   Pave  <NA>      Reg
## 1142 1142         60       RL          NA   10304   Pave  <NA>      IR1
## 1143 1143         60       RL          77    9965   Pave  <NA>      Reg
## 1144 1144         20       RL          NA    9000   Pave  <NA>      Reg
## 1145 1145        190       RL          60   12180   Pave  <NA>      Reg
## 1146 1146         50       RM          52    6240   Pave  <NA>      Reg
## 1147 1147         20       RL          NA   11200   Pave  <NA>      Reg
## 1148 1148         70       RL          75   12000   Pave  <NA>      Reg
## 1149 1149         50       RM          NA    5700   Pave  <NA>      Reg
## 1150 1150         70       RM          50    9000   Pave  <NA>      Reg
## 1151 1151         20       RL          57    8280   Pave  <NA>      IR1
## 1152 1152         20       RL         134   17755   Pave  <NA>      Reg
## 1153 1153         20       RL          90   14115   Pave  <NA>      IR1
## 1154 1154         30       RM          NA    5890   Pave  <NA>      Reg
## 1155 1155         60       RL          NA   13700   Pave  <NA>      IR1
## 1156 1156         20       RL          90   10768   Pave  <NA>      IR1
## 1157 1157         80       RL          85    9350   Pave  <NA>      Reg
## 1158 1158        120       RL          34    5001   Pave  <NA>      IR1
## 1159 1159         20       RL          92   11932   Pave  <NA>      Reg
## 1160 1160         60       RL          76    9120   Pave  <NA>      Reg
## 1161 1161        160       RL          24    2280   Pave  <NA>      Reg
## 1162 1162         20       RL          NA   14778   Pave  <NA>      IR1
## 1163 1163         20       RL         109    8724   Pave  <NA>      Reg
## 1164 1164         90       RL          60   12900   Pave  <NA>      Reg
## 1165 1165         80       RL          NA   16157   Pave  <NA>      IR1
## 1166 1166         20       RL          79    9541   Pave  <NA>      IR1
## 1167 1167         20       RL          64   10475   Pave  <NA>      IR1
## 1168 1168         60       RL          58   10852   Pave  <NA>      IR1
## 1169 1169         70       RL         120   13728   Pave  <NA>      Reg
## 1170 1170         60       RL         118   35760   Pave  <NA>      IR1
## 1171 1171         80       RL          76    9880   Pave  <NA>      Reg
## 1172 1172         20       RL          76    9120   Pave  <NA>      Reg
## 1173 1173        160       FV          35    4017   Pave  Pave      IR1
## 1174 1174         50       RL         138   18030   Pave  <NA>      IR1
## 1175 1175         70       RL          80   16560   Pave  <NA>      IR1
## 1176 1176         50       RL          85   10678   Pave  <NA>      Reg
## 1177 1177         20       RL          37    6951   Pave  <NA>      IR1
## 1178 1178         50       RM          NA    3950   Pave  Grvl      Reg
## 1179 1179         50       RL          54    7681   Pave  <NA>      IR1
## 1180 1180         20       RL          77    8335   Pave  <NA>      Reg
## 1181 1181         60       RL          NA   11170   Pave  <NA>      IR2
## 1182 1182        120       RM          64    5587   Pave  <NA>      IR1
## 1183 1183         60       RL         160   15623   Pave  <NA>      IR1
## 1184 1184         30       RL          60   10800   Pave  Grvl      Reg
## 1185 1185         20       RL          50   35133   Grvl  <NA>      Reg
## 1186 1186         50       RL          60    9738   Pave  <NA>      Reg
## 1187 1187        190       RL         107   10615   Pave  <NA>      IR1
## 1188 1188         20       RL          89   12461   Pave  <NA>      Reg
## 1189 1189         60       RL          68    8935   Pave  <NA>      IR1
## 1190 1190         60       RL          60    7500   Pave  <NA>      Reg
## 1191 1191        190       RL          NA   32463   Pave  <NA>      Reg
## 1192 1192        160       FV          24    2645   Pave  Pave      Reg
## 1193 1193         50       RM          60    9600   Pave  Grvl      Reg
## 1194 1194        120       RM          NA    4500   Pave  <NA>      Reg
## 1195 1195         60       RL          80    9364   Pave  <NA>      Reg
## 1196 1196         60       RL          51    8029   Pave  <NA>      IR1
## 1197 1197         60       RL          58   14054   Pave  <NA>      IR1
## 1198 1198         75       RM          65    8850   Pave  <NA>      IR1
## 1199 1199         20       RL          70    9100   Pave  <NA>      Reg
## 1200 1200         20       RL          75   11235   Pave  <NA>      Reg
## 1201 1201         20       RL          71    9353   Pave  <NA>      Reg
## 1202 1202         60       RL          80   10400   Pave  <NA>      Reg
## 1203 1203         50       RM          50    6000   Pave  <NA>      Reg
## 1204 1204         20       RL          75    9750   Pave  <NA>      Reg
##      LandContour Utilities LotConfig LandSlope Neighborhood Condition1
## 1            Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 2            Lvl    AllPub       FR2       Gtl      Veenker      Feedr
## 3            Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 4            Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 5            Lvl    AllPub       FR2       Gtl      NoRidge       Norm
## 6            Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 7            Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 8            Lvl    AllPub    Corner       Gtl       NWAmes       PosN
## 9            Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 10           Lvl    AllPub    Corner       Gtl      BrkSide     Artery
## 11           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 12           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 13           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 14           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 15           Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 16           Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 17           Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 18           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 19           Lvl    AllPub    Inside       Gtl      SawyerW       RRAe
## 20           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 21           Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 22           Bnk    AllPub    Inside       Gtl       IDOTRR       Norm
## 23           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 24           Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 25           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 26           Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 27           Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 28           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 29           Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 30           Lvl    AllPub    Inside       Gtl      BrkSide      Feedr
## 31           Lvl    AllPub    Inside       Gtl       IDOTRR      Feedr
## 32           Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm
## 33           Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 34           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 35           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 36           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 37           Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 38           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 39           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 40           Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 41           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 42           Lvl    AllPub    Inside       Gtl       Timber       Norm
## 43           Lvl    AllPub   CulDSac       Gtl      SawyerW       Norm
## 44           Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 45           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 46           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 47           Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 48           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 49           Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 50           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 51           Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 52           Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 53           Bnk    AllPub    Corner       Mod       IDOTRR       RRNn
## 54           Low    AllPub    Inside       Gtl      Veenker       Norm
## 55           Bnk    AllPub    Inside       Mod        NAmes       Norm
## 56           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 57           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 58           Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 59           HLS    AllPub   CulDSac       Gtl      StoneBr       Norm
## 60           Bnk    AllPub    Inside       Gtl      CollgCr       Norm
## 61           Lvl    AllPub    Inside       Gtl      SawyerW       RRAe
## 62           Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 63           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 64           Bnk    AllPub    Inside       Gtl      OldTown       RRAn
## 65           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 66           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 67           Lvl    AllPub    Inside       Gtl        NAmes       PosA
## 68           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 69           Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 70           Lvl    AllPub    Corner       Gtl      ClearCr       Norm
## 71           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 72           Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 73           Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 74           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 75           Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 76           Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 77           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 78           Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 79           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 80           Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 81           Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 82           Lvl    AllPub       FR2       Gtl      Mitchel       Norm
## 83           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 84           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 85           Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 86           Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 87           Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 88           Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 89           Lvl    AllPub    Corner       Gtl       IDOTRR      Feedr
## 90           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 91           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 92           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 93           HLS    AllPub    Inside       Gtl      Crawfor       Norm
## 94           Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 95           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 96           Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 97           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 98           HLS    AllPub    Inside       Gtl      Edwards       Norm
## 99           Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 100          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 101          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 102          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 103          Bnk    AllPub    Inside       Gtl      SawyerW       Norm
## 104          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 105          Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 106          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 107          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 108          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 109          Lvl    AllPub    Corner       Gtl       IDOTRR     Artery
## 110          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 111          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 112          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 113          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 114          Bnk    AllPub    Corner       Gtl      Crawfor       Norm
## 115          Lvl    AllPub    Inside       Mod      Crawfor       Norm
## 116          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 117          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 118          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 119          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 120          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 121          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 122          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 123          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 124          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 125          Lvl    AllPub   CulDSac       Gtl       NWAmes       Norm
## 126          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 127          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 128          Bnk    AllPub    Inside       Gtl      OldTown      Feedr
## 129          Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 130          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 131          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 132          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 133          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 134          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 135          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 136          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 137          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 138          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 139          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 140          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 141          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 142          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 143          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 144          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 145          Lvl    AllPub    Inside       Gtl       Sawyer       RRAe
## 146          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 147          Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 148          Lvl    AllPub   CulDSac       Gtl      Gilbert       Norm
## 149          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 150          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 151          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 152          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 153          Lvl    AllPub   CulDSac       Gtl       NWAmes       Norm
## 154          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 155          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 156          Lvl    AllPub    Corner       Gtl      Edwards     Artery
## 157          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 158          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 159          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 160          HLS    AllPub    Corner       Gtl      Gilbert       Norm
## 161          Lvl    AllPub   CulDSac       Gtl      Veenker       Norm
## 162          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 163          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 164          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 165          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 166          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 167          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 168          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 169          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 170          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 171          Lvl    AllPub    Inside       Gtl      OldTown      Feedr
## 172          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 173          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 174          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 175          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 176          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 177          Lvl    AllPub    Corner       Gtl      ClearCr       Norm
## 178          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 179          Lvl    AllPub   CulDSac       Gtl      StoneBr       Norm
## 180          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 181          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 182          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 183          Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 184          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 185          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 186          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 187          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 188          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 189          Bnk    AllPub    Inside       Gtl      SawyerW      Feedr
## 190          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 191          Bnk    AllPub    Inside       Mod      Crawfor       Norm
## 192          Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 193          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 194          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 195          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 196          Lvl    AllPub       FR2       Gtl      NPkVill       Norm
## 197          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 198          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 199          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 200          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 201          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 202          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 203          Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 204          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 205          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 206          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 207          Lvl    AllPub   CulDSac       Gtl       Sawyer       RRAe
## 208          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 209          Low    AllPub    Inside       Mod      SawyerW       Norm
## 210          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 211          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 212          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 213          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 214          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 215          Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 216          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 217          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 218          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 219          Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 220          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 221          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 222          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 223          Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 224          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 225          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 226          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 227          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 228          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 229          Lvl    AllPub       FR2       Gtl       Sawyer      Feedr
## 230          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 231          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 232          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 233          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 234          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 235          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 236          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 237          Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 238          Lvl    AllPub   CulDSac       Gtl      SawyerW       RRNe
## 239          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 240          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 241          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 242          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 243          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 244          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 245          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 246          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 247          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 248          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 249          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 250          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 251          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 252          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 253          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 254          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 255          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 256          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 257          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 258          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 259          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 260          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 261          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 262          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 263          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 264          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 265          Bnk    AllPub    Inside       Gtl      OldTown     Artery
## 266          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 267          HLS    AllPub       FR2       Gtl      Gilbert       Norm
## 268          Bnk    AllPub    Inside       Mod        SWISU       Norm
## 269          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 270          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 271          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 272          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 273          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 274          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 275          Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 276          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 277          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 278          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 279          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 280          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 281          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 282          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 283          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 284          Lvl    AllPub    Inside       Gtl      Somerst      Feedr
## 285          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 286          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 287          Bnk    AllPub    Inside       Gtl        NAmes       Norm
## 288          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 289          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 290          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 291          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 292          Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 293          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 294          Lvl    AllPub    Corner       Gtl       NWAmes       PosA
## 295          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 296          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 297          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 298          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 299          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 300          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 301          Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 302          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 303          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 304          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 305          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 306          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 307          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 308          Lvl    AllPub    Inside       Gtl       IDOTRR     Artery
## 309          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 310          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 311          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 312          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 313          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 314          Low    AllPub    Inside       Sev       Timber       Norm
## 315          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 316          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 317          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 318          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 319          Low    AllPub    Inside       Mod      NoRidge       Norm
## 320          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 321          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 322          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 323          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 324          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 325          Lvl    AllPub    Corner       Gtl        NAmes       PosN
## 326          Lvl    AllPub    Inside       Gtl       IDOTRR       RRAe
## 327          Lvl    AllPub   CulDSac       Gtl      Veenker       Norm
## 328          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 329          Bnk    AllPub    Inside       Gtl      BrkSide       PosN
## 330          Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 331          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 332          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 333          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 334          Lvl    AllPub       FR3       Gtl      NridgHt       Norm
## 335          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 336          HLS    AllPub    Corner       Sev       Timber       Norm
## 337          HLS    AllPub    Corner       Gtl      StoneBr       Norm
## 338          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 339          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 340          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 341          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 342          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 343          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 344          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 345          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 346          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 347          Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 348          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 349          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 350          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 351          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 352          Low    AllPub    Inside       Mod      ClearCr       Norm
## 353          Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 354          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 355          Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 356          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 357          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 358          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 359          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 360          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 361          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 362          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 363          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 364          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 365          Lvl    AllPub       FR2       Gtl       NWAmes       Norm
## 366          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 367          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 368          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 369          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 370          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 371          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 372          Lvl    AllPub    Inside       Gtl      ClearCr      Feedr
## 373          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 374          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 375          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 376          Low    AllPub    Inside       Sev      Edwards       Norm
## 377          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 378          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 379          Lvl    AllPub    Corner       Gtl      StoneBr       Norm
## 380          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 381          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 382          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 383          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 384          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 385          Low    AllPub    Corner       Mod      ClearCr      Feedr
## 386          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 387          Lvl    AllPub       FR2       Gtl      Edwards      Feedr
## 388          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 389          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 390          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 391          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 392          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 393          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 394          Lvl    AllPub    Corner       Gtl      BrkSide      Feedr
## 395          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 396          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 397          Low    AllPub    Inside       Gtl      CollgCr       Norm
## 398          Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 399          Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 400          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 401          Lvl    AllPub    Inside       Gtl      Veenker       Norm
## 402          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 403          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 404          Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 405          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 406          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 407          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 408          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 409          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 410          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 411          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 412          Bnk    AllPub    Inside       Gtl      Gilbert       Norm
## 413          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 414          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 415          Lvl    AllPub   CulDSac       Gtl      SawyerW       Norm
## 416          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 417          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 418          Lvl    AllPub    Inside       Gtl      Crawfor      Feedr
## 419          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 420          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 421          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 422          Lvl    AllPub       FR2       Gtl       NWAmes       Norm
## 423          HLS    AllPub    Inside       Mod      Mitchel     Artery
## 424          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 425          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 426          HLS    AllPub    Inside       Gtl      OldTown       Norm
## 427          Low    AllPub    Inside       Mod      SawyerW       Norm
## 428          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 429          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 430          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 431          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 432          Bnk    AllPub    Inside       Gtl      OldTown      Feedr
## 433          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 434          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 435          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 436          Lvl    AllPub   CulDSac       Gtl      CollgCr       PosN
## 437          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 438          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 439          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 440          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 441          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 442          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 443          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 444          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 445          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 446          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 447          Lvl    AllPub    Corner       Gtl        NAmes       PosA
## 448          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 449          Bnk    AllPub    Inside       Gtl       IDOTRR       Norm
## 450          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 451          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 452          Low    AllPub    Inside       Mod      ClearCr       Norm
## 453          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 454          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 455          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 456          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 457          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 458          Low    AllPub   CulDSac       Mod      ClearCr       Norm
## 459          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 460          Bnk    AllPub    Corner       Gtl      BrkSide       Norm
## 461          Lvl    AllPub    Inside       Gtl      Somerst       RRAn
## 462          Lvl    AllPub    Inside       Gtl        SWISU      Feedr
## 463          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 464          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 465          HLS    AllPub    Inside       Mod      CollgCr       Norm
## 466          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 467          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 468          Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 469          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 470          Lvl    AllPub    Corner       Gtl      SawyerW       RRNe
## 471          Lvl    AllPub    Corner       Gtl      StoneBr       Norm
## 472          Lvl    AllPub    Inside       Gtl       NWAmes       PosA
## 473          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 474          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 475          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 476          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 477          Lvl    AllPub    Inside       Mod      CollgCr       Norm
## 478          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 479          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 480          Bnk    AllPub    Inside       Gtl      OldTown       Norm
## 481          Lvl    AllPub       FR2       Gtl      NridgHt       Norm
## 482          HLS    AllPub    Inside       Gtl      NridgHt       Norm
## 483          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 484          Lvl    AllPub       FR2       Gtl      Mitchel       Norm
## 485          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 486          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 487          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 488          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 489          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 490          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 491          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 492          Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 493          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 494          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 495          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 496          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 497          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 498          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 499          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 500          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 501          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 502          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 503          Lvl    AllPub    Corner       Gtl      Edwards      Feedr
## 504          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 505          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 506          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 507          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 508          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 509          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 510          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 511          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 512          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 513          Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 514          Bnk    AllPub    Corner       Gtl      Mitchel       Norm
## 515          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 516          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 517          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 518          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 519          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 520          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 521          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 522          Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 523          Lvl    AllPub    Corner       Gtl      BrkSide      Feedr
## 524          Bnk    AllPub    Inside       Gtl      Edwards       PosN
## 525          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 526          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 527          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 528          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 529          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 530          Lvl    AllPub   CulDSac       Gtl      Crawfor       Norm
## 531          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 532          Lvl    AllPub       FR3       Gtl      BrkSide       RRNn
## 533          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 534          Low    AllPub    Inside       Mod      BrkSide       Norm
## 535          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 536          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 537          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 538          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 539          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 540          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 541          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 542          Lvl    AllPub       FR2       Gtl      NoRidge       Norm
## 543          Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 544          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 545          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 546          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 547          Bnk    AllPub    Inside       Gtl      BrkSide       Norm
## 548          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 549          HLS    AllPub    Inside       Gtl      OldTown      Feedr
## 550          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 551          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 552          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 553          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 554          Lvl    AllPub    Inside       Gtl      Edwards      Feedr
## 555          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 556          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 557          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 558          Low    AllPub    Inside       Mod       IDOTRR       Norm
## 559          HLS    AllPub       FR2       Gtl      Gilbert       Norm
## 560          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 561          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 562          Lvl    AllPub    Inside       Mod      Mitchel       Norm
## 563          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 564          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 565          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 566          Bnk    AllPub    Corner       Gtl        SWISU       Norm
## 567          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 568          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 569          Low    AllPub    Inside       Mod      SawyerW       Norm
## 570          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 571          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 572          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 573          HLS    AllPub    Corner       Gtl       Timber       Norm
## 574          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 575          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 576          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 577          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 578          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 579          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 580          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 581          Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 582          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 583          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 584          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 585          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 586          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 587          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 588          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 589          Low    AllPub    Inside       Sev      ClearCr       Norm
## 590          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 591          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 592          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 593          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 594          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 595          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 596          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 597          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 598          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 599          Bnk    AllPub    Inside       Gtl      Crawfor       Norm
## 600          Lvl    AllPub    Inside       Gtl      Blueste       Norm
## 601          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 602          Bnk    AllPub    Inside       Gtl       IDOTRR       Norm
## 603          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 604          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 605          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 606          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 607          Low    AllPub    Corner       Mod      CollgCr       Norm
## 608          Bnk    AllPub    Inside       Mod      Edwards       Norm
## 609          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 610          Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 611          Lvl    AllPub    Inside       Gtl      CollgCr       PosN
## 612          Lvl    AllPub       FR2       Gtl       NWAmes       Norm
## 613          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 614          Lvl    AllPub    Inside       Gtl      Mitchel      Feedr
## 615          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 616          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 617          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 618          HLS    AllPub    Corner       Mod        NAmes     Artery
## 619          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 620          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 621          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 622          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 623          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 624          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 625          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 626          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 627          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 628          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 629          HLS    AllPub    Inside       Sev        NAmes       Norm
## 630          Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 631          Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 632          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 633          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 634          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 635          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 636          Bnk    AllPub    Inside       Gtl        SWISU      Feedr
## 637          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 638          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 639          Lvl    AllPub    Inside       Gtl      Edwards      Feedr
## 640          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 641          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 642          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 643          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 644          Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 645          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 646          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 647          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 648          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 649          Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 650          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 651          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 652          Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 653          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 654          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 655          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 656          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 657          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 658          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 659          Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 660          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 661          Lvl    AllPub   CulDSac       Gtl       NWAmes       Norm
## 662          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 663          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 664          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 665          Lvl    AllPub   CulDSac       Gtl      Somerst       RRAn
## 666          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 667          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 668          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 669          Bnk    AllPub    Corner       Mod       Sawyer       Norm
## 670          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 671          Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 672          Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 673          Lvl    AllPub    Inside       Gtl      Veenker       Norm
## 674          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 675          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 676          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 677          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 678          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 679          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 680          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 681          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 682          Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 683          HLS    AllPub    Inside       Gtl      ClearCr       Norm
## 684          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 685          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 686          Lvl    AllPub   CulDSac       Gtl      StoneBr       Norm
## 687          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 688          Lvl    AllPub       FR2       Gtl      Somerst       Norm
## 689          HLS    AllPub    Inside       Gtl      StoneBr       Norm
## 690          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 691          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 692          Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 693          Lvl    AllPub    Inside       Mod       Timber       Norm
## 694          Lvl    AllPub    Corner       Sev      OldTown       Norm
## 695          Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 696          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 697          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 698          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 699          Lvl    AllPub    Inside       Gtl       Sawyer       RRAe
## 700          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 701          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 702          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 703          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 704          Lvl    AllPub    Inside       Gtl      OldTown      Feedr
## 705          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 706          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 707          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 708          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 709          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 710          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 711          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 712          HLS    AllPub    Inside       Mod       IDOTRR       Norm
## 713          HLS    AllPub    Inside       Gtl      StoneBr       Norm
## 714          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 715          Lvl    AllPub   CulDSac       Gtl       Sawyer       RRAe
## 716          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 717          Bnk    AllPub    Inside       Gtl      OldTown       Norm
## 718          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 719          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 720          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 721          Low    AllPub   CulDSac       Mod      StoneBr       Norm
## 722          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 723          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 724          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 725          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 726          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 727          Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 728          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 729          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 730          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 731          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 732          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 733          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 734          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 735          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 736          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 737          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 738          HLS    AllPub   CulDSac       Gtl      Gilbert       Norm
## 739          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 740          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 741          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 742          Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 743          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 744          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 745          HLS    AllPub    Inside       Gtl      StoneBr       Norm
## 746          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 747          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 748          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 749          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 750          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 751          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 752          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 753          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 754          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 755          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 756          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 757          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 758          Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm
## 759          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 760          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 761          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 762          Lvl    AllPub       FR2       Gtl      BrkSide      Feedr
## 763          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 764          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 765          Lvl    AllPub   CulDSac       Gtl      Veenker       Norm
## 766          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 767          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 768          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 769          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 770          HLS    AllPub   CulDSac       Mod      StoneBr       Norm
## 771          Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm
## 772          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 773          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 774          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 775          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 776          Lvl    AllPub       FR2       Gtl      Mitchel       Norm
## 777          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 778          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 779          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 780          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 781          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 782          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 783          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 784          Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 785          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 786          Lvl    AllPub    Inside       Gtl       NWAmes      Feedr
## 787          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 788          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 789          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 790          Low    AllPub    Inside       Gtl      ClearCr       Norm
## 791          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 792          Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 793          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 794          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 795          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 796          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 797          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 798          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 799          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 800          Lvl    AllPub    Corner       Gtl        SWISU      Feedr
## 801          HLS    AllPub    Inside       Mod      ClearCr      Feedr
## 802          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 803          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 804          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 805          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 806          Lvl    AllPub       FR2       Gtl      Somerst       Norm
## 807          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 808          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 809          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 810          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 811          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 812          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 813          Bnk    AllPub    Inside       Mod       IDOTRR       Norm
## 814          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 815          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 816          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 817          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 818          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 819          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 820          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 821          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 822          Bnk    AllPub    Inside       Mod      OldTown       Norm
## 823          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 824          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 825          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 826          Lvl    AllPub    Inside       Gtl      NridgHt       PosN
## 827          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 828          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 829          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 830          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 831          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 832          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 833          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 834          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 835          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 836          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 837          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 838          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 839          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 840          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 841          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 842          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 843          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 844          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 845          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 846          Lvl    AllPub   CulDSac       Gtl       Sawyer       RRAe
## 847          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 848          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 849          Bnk    AllPub    Inside       Gtl      ClearCr       Norm
## 850          Lvl    AllPub       FR2       Gtl      Veenker      Feedr
## 851          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 852          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 853          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 854          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 855          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 856          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 857          Low    AllPub    Inside       Mod      CollgCr       Norm
## 858          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 859          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 860          Lvl    AllPub    Corner       Gtl       NWAmes       PosA
## 861          Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 862          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 863          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 864          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 865          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 866          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 867          HLS    AllPub    Inside       Gtl       Timber       Norm
## 868          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 869          Lvl    AllPub    Corner       Gtl      Gilbert      Feedr
## 870          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 871          Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 872          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 873          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 874          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 875          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 876          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 877          HLS    AllPub    Inside       Mod      Mitchel       Norm
## 878          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 879          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 880          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 881          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 882          Lvl    AllPub   CulDSac       Gtl       Timber       Norm
## 883          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 884          Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 885          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 886          Lvl    AllPub   CulDSac       Gtl      Somerst       Norm
## 887          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 888          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 889          Lvl    AllPub    Inside       Mod        NAmes       Norm
## 890          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 891          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 892          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 893          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 894          Lvl    AllPub    Inside       Gtl       Sawyer       PosN
## 895          Bnk    AllPub    Inside       Gtl      SawyerW       Norm
## 896          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 897          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 898          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 899          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 900          Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 901          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 902          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 903          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 904          HLS    AllPub   CulDSac       Gtl      Gilbert       Norm
## 905          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 906          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 907          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 908          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 909          Low    AllPub    Inside       Mod      Mitchel       Norm
## 910          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 911          Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 912          Lvl    AllPub   CulDSac       Mod      CollgCr       Norm
## 913          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 914          HLS    AllPub    Inside       Gtl      Crawfor       Norm
## 915          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 916          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 917          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 918          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 919          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 920          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 921          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 922          Lvl    AllPub    Inside       Gtl      Edwards      Feedr
## 923          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 924          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 925          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 926          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 927          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 928          Lvl    AllPub    Inside       Gtl       NWAmes      Feedr
## 929          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 930          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 931          HLS    AllPub    Inside       Gtl       Timber       Norm
## 932          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 933          Lvl    AllPub    Corner       Gtl      Somerst       RRNn
## 934          Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 935          HLS    AllPub    Inside       Mod        NAmes       PosA
## 936          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 937          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 938          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 939          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 940          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 941          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 942          Lvl    AllPub       FR2       Gtl      Gilbert       RRNn
## 943          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 944          Low    AllPub    Inside       Gtl      Mitchel       Norm
## 945          Lvl    NoSeWa   CulDSac       Gtl       Timber       Norm
## 946          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 947          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 948          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 949          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 950          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 951          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 952          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 953          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 954          Lvl    AllPub    Inside       Mod      Mitchel       Norm
## 955          Lvl    AllPub   CulDSac       Gtl      Edwards       Norm
## 956          HLS    AllPub    Inside       Gtl      Crawfor       Norm
## 957          Lvl    AllPub    Inside       Gtl      Blueste       Norm
## 958          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 959          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 960          Lvl    AllPub       FR2       Gtl      Somerst       Norm
## 961          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 962          Lvl    AllPub    Corner       Gtl       NWAmes       PosN
## 963          Lvl    AllPub    Corner       Gtl      NPkVill       Norm
## 964          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 965          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 966          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 967          HLS    AllPub    Inside       Gtl      Crawfor       Norm
## 968          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 969          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 970          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 971          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 972          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 973          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 974          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 975          Lvl    AllPub    Corner       Gtl      BrkSide       RRAn
## 976          Lvl    AllPub       FR2       Gtl      Somerst       Norm
## 977          Bnk    AllPub    Inside       Gtl      BrkSide       Norm
## 978          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 979          Bnk    AllPub    Inside       Mod      Edwards       Norm
## 980          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 981          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 982          Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 983          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 984          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 985          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 986          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 987          Lvl    AllPub    Corner       Gtl      OldTown      Feedr
## 988          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 989          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 990          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 991          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 992          Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 993          Lvl    AllPub    Inside       Mod        NAmes       Norm
## 994          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 995          Lvl    AllPub       FR2       Gtl      NridgHt       Norm
## 996          Lvl    AllPub    Inside       Mod      BrkSide      Feedr
## 997          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 998          Lvl    AllPub    Inside       Gtl       NWAmes       PosA
## 999          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 1000         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1001         Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1002         Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 1003         Lvl    AllPub    Inside       Gtl      Somerst       RRAn
## 1004         Lvl    AllPub    Corner       Gtl       NWAmes      Feedr
## 1005         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 1006         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1007         Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 1008         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1009         Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 1010         Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 1011         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1012         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1013         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1014         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1015         Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 1016         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1017         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1018         Lvl    AllPub   CulDSac       Gtl      StoneBr       Norm
## 1019         Lvl    AllPub       FR2       Gtl      Gilbert       Norm
## 1020         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 1021         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1022         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1023         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1024         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 1025         Lvl    AllPub    Corner       Gtl       Timber       Norm
## 1026         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1027         Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 1028         HLS    AllPub    Inside       Gtl       Timber       Norm
## 1029         Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 1030         Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 1031         Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 1032         Lvl    AllPub    Corner       Gtl        SWISU       Norm
## 1033         Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 1034         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1035         Bnk    AllPub    Inside       Gtl      Crawfor       Norm
## 1036         Lvl    AllPub   CulDSac       Gtl      Edwards       Norm
## 1037         HLS    AllPub    Inside       Gtl       Timber       Norm
## 1038         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1039         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1040         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1041         Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 1042         Lvl    AllPub    Inside       Gtl       NWAmes      Feedr
## 1043         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1044         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1045         Lvl    AllPub    Inside       Gtl       NWAmes       PosN
## 1046         Lvl    AllPub   CulDSac       Gtl      Edwards       Norm
## 1047         Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 1048         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1049         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1050         Low    AllPub    Inside       Gtl      Edwards       Norm
## 1051         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1052         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1053         Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 1054         Lvl    AllPub    Inside       Mod      Edwards       Norm
## 1055         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1056         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1057         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1058         Lvl    AllPub       FR2       Gtl      NoRidge       Norm
## 1059         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1060         HLS    AllPub    Corner       Mod      Crawfor       Norm
## 1061         Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 1062         Low    AllPub    Inside       Gtl       IDOTRR       Norm
## 1063         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1064         Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 1065         Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 1066         Lvl    AllPub    Inside       Mod      ClearCr       Norm
## 1067         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1068         Lvl    AllPub    Inside       Mod        NAmes       Norm
## 1069         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1070         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1071         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1072         Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 1073         Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 1074         Bnk    AllPub    Corner       Gtl      Edwards       Norm
## 1075         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1076         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1077         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1078         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1079         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1080         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1081         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1082         Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 1083         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1084         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1085         Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 1086         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1087         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1088         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1089         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1090         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1091         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1092         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1093         Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 1094         Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 1095         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1096         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1097         Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 1098         Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 1099         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1100         Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 1101         Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 1102         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1103         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1104         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1105         Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 1106         Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 1107         Lvl    AllPub    Corner       Gtl      SawyerW      Feedr
## 1108         HLS    AllPub   CulDSac       Gtl      Gilbert       Norm
## 1109         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1110         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1111         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1112         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1113         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1114         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1115         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1116         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1117         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1118         Lvl    AllPub       FR2       Gtl       Sawyer      Feedr
## 1119         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1120         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1121         Bnk    AllPub    Inside       Mod       IDOTRR       Norm
## 1122         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1123         Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1124         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1125         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1126         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1127         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 1128         Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 1129         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1130         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1131         Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 1132         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1133         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1134         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1135         HLS    AllPub    Inside       Gtl      Gilbert       Norm
## 1136         Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 1137         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1138         Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 1139         Lvl    AllPub    Inside       Mod      Mitchel       Norm
## 1140         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1141         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1142         Lvl    AllPub   CulDSac       Gtl       NWAmes       PosN
## 1143         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1144         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1145         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1146         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1147         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1148         Bnk    AllPub    Inside       Gtl      Crawfor       Norm
## 1149         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1150         Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 1151         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1152         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1153         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1154         Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 1155         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1156         Lvl    AllPub    Corner       Gtl      Veenker       Norm
## 1157         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1158         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1159         Lvl    AllPub       FR2       Gtl      Somerst      Feedr
## 1160         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1161         Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 1162         Low    AllPub   CulDSac       Gtl      Crawfor       PosN
## 1163         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1164         Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 1165         Lvl    AllPub       FR2       Gtl      Veenker      Feedr
## 1166         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1167         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1168         Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 1169         Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1170         Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 1171         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1172         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1173         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1174         Bnk    AllPub    Inside       Gtl      ClearCr       Norm
## 1175         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1176         Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 1177         Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 1178         Bnk    AllPub    Inside       Gtl      OldTown     Artery
## 1179         Lvl    AllPub       FR2       Gtl      Crawfor       Norm
## 1180         Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1181         Lvl    AllPub    Corner       Gtl       Timber       Norm
## 1182         HLS    AllPub    Inside       Mod      Crawfor       Norm
## 1183         Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 1184         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1185         Lvl    AllPub    Inside       Mod       Timber       Norm
## 1186         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1187         Bnk    AllPub    Corner       Mod      OldTown     Artery
## 1188         Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 1189         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1190         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1191         Low    AllPub    Inside       Mod      Mitchel       Norm
## 1192         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1193         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1194         Lvl    AllPub       FR2       Gtl      Mitchel       Norm
## 1195         Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 1196         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1197         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1198         Bnk    AllPub    Corner       Gtl      OldTown       Norm
## 1199         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1200         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1201         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1202         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1203         Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 1204         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
##      Condition2 BldgType HouseStyle OverallQual OverallCond YearBuilt
## 1          Norm     1Fam     2Story           7           5      2003
## 2          Norm     1Fam     1Story           6           8      1976
## 3          Norm     1Fam     2Story           7           5      2001
## 4          Norm     1Fam     2Story           7           5      1915
## 5          Norm     1Fam     2Story           8           5      2000
## 6          Norm     1Fam     1.5Fin           5           5      1993
## 7          Norm     1Fam     1Story           8           5      2004
## 8          Norm     1Fam     2Story           7           6      1973
## 9          Norm     1Fam     1.5Fin           7           5      1931
## 10       Artery   2fmCon     1.5Unf           5           6      1939
## 11         Norm     1Fam     1Story           5           5      1965
## 12         Norm     1Fam     2Story           9           5      2005
## 13         Norm     1Fam     1Story           5           6      1962
## 14         Norm     1Fam     1Story           7           5      2006
## 15         Norm     1Fam     1Story           6           5      1960
## 16         Norm     1Fam     1.5Unf           7           8      1929
## 17         Norm     1Fam     1Story           6           7      1970
## 18         Norm   Duplex     1Story           4           5      1967
## 19         Norm     1Fam     1Story           5           5      2004
## 20         Norm     1Fam     1Story           5           6      1958
## 21         Norm     1Fam     2Story           8           5      2005
## 22         Norm     1Fam     1.5Unf           7           7      1930
## 23         Norm     1Fam     1Story           8           5      2002
## 24         Norm   TwnhsE     1Story           5           7      1976
## 25         Norm     1Fam     1Story           5           8      1968
## 26         Norm     1Fam     1Story           8           5      2007
## 27         Norm     1Fam     1Story           5           7      1951
## 28         Norm     1Fam     1Story           8           5      2007
## 29         Norm     1Fam     1Story           5           6      1957
## 30         RRNn     1Fam     1Story           4           6      1927
## 31         Norm     1Fam     2Story           4           4      1920
## 32         Norm     1Fam     1Story           5           6      1966
## 33         Norm     1Fam     1Story           8           5      2007
## 34         Norm     1Fam     1Story           5           5      1959
## 35         Norm   TwnhsE     1Story           9           5      2005
## 36         Norm     1Fam     2Story           8           5      2004
## 37         Norm     1Fam     1Story           5           5      1994
## 38         Norm     1Fam     1Story           5           6      1954
## 39         Norm     1Fam     1Story           5           7      1953
## 40         Norm   Duplex     1Story           4           5      1955
## 41         Norm     1Fam     1Story           6           5      1965
## 42         Norm     1Fam     1Story           5           6      1959
## 43         Norm     1Fam     SFoyer           5           7      1983
## 44         Norm     1Fam     1Story           5           6      1975
## 45         Norm     1Fam     1Story           5           6      1959
## 46         Norm   TwnhsE     1Story           9           5      2005
## 47         Norm     1Fam     1.5Fin           7           5      2003
## 48         Norm     1Fam     1Story           8           5      2006
## 49         Norm   2fmCon     2Story           4           5      1920
## 50         Norm     1Fam     1Story           5           7      1966
## 51         Norm     1Fam     2Story           6           6      1997
## 52         Norm     1Fam     1.5Fin           6           6      1934
## 53         Norm   Duplex     1Story           5           5      1963
## 54         Norm     1Fam     1Story           9           5      1981
## 55         Norm     1Fam       SLvl           5           5      1955
## 56         Norm     1Fam     1Story           6           5      1964
## 57         Norm    Twnhs     2Story           8           5      1999
## 58         Norm     1Fam     2Story           7           5      2004
## 59         Norm     1Fam     2Story          10           5      2006
## 60         Norm     1Fam     1Story           5           7      1972
## 61         Norm     1Fam     1Story           6           5      2004
## 62         Norm     1Fam     2.5Unf           5           7      1920
## 63         Norm   TwnhsE     1Story           8           5      2006
## 64        Feedr     1Fam     2Story           7           6      1921
## 65         Norm     1Fam     2Story           7           5      1997
## 66         Norm     1Fam     2Story           8           5      2004
## 67         Norm     1Fam     1Story           7           5      1970
## 68         Norm     1Fam     1Story           7           5      2003
## 69         Norm     1Fam     1Story           4           6      1945
## 70         Norm     1Fam     1.5Fin           7           4      1953
## 71         Norm     1Fam     1Story           7           6      1973
## 72         Norm     1Fam     1Story           4           6      1982
## 73         Norm     1Fam     2Story           7           5      1998
## 74         Norm     1Fam     1Story           5           7      1954
## 75         Norm     1Fam     2Story           3           6      1915
## 76         Norm    Twnhs       SLvl           4           5      1973
## 77         Norm     1Fam     1Story           4           7      1956
## 78         Norm     1Fam     1.5Fin           5           5      1948
## 79         Norm   Duplex     1Story           4           5      1968
## 80         Norm     1Fam     2Story           5           6      1910
## 81         Norm     1Fam     2Story           6           6      1968
## 82         Norm   TwnhsE     1Story           6           5      1998
## 83         Norm     1Fam     1Story           8           5      2007
## 84         Norm     1Fam     1Story           5           5      1960
## 85         Norm     1Fam       SLvl           7           5      1995
## 86         Norm     1Fam     2Story           8           5      1991
## 87         Norm     1Fam     2Story           6           5      2005
## 88         Norm   TwnhsE     2Story           6           5      2009
## 89        Feedr     1Fam     1.5Fin           3           2      1915
## 90         Norm     1Fam     1Story           4           5      1994
## 91         Norm     1Fam     1Story           4           5      1950
## 92         Norm     1Fam     1Story           5           3      1961
## 93         Norm     1Fam     1Story           5           7      1921
## 94         Norm   2fmCon     2.5Unf           6           6      1910
## 95         Norm     1Fam     2Story           6           5      1997
## 96         Norm     1Fam     2Story           6           8      1993
## 97         Norm     1Fam     1Story           7           5      1999
## 98         Norm     1Fam     1Story           4           5      1965
## 99         Norm     1Fam     1Story           5           5      1920
## 100        Norm     1Fam     1Story           4           5      1959
## 101        Norm     1Fam     1Story           6           7      1977
## 102        Norm     1Fam     2Story           6           5      1985
## 103        Norm   Duplex     1Story           5           5      1979
## 104        Norm     1Fam     1Story           7           5      2009
## 105        Norm     1Fam     1.5Fin           7           4      1931
## 106        Norm     1Fam     2Story           8           5      2003
## 107        Norm     1Fam     1Story           4           7      1885
## 108        Norm     1Fam     1Story           5           5      1948
## 109        Norm     1Fam     1.5Fin           5           7      1919
## 110        Norm     1Fam     1Story           6           6      1977
## 111        Norm     1Fam     1.5Fin           6           4      1954
## 112        Norm     1Fam       SLvl           7           5      2000
## 113        Norm     1Fam     2Story           7           5      2007
## 114        Norm     1Fam     1Story           6           5      1953
## 115        Norm     1Fam     2Story           6           8      1945
## 116        Norm   TwnhsE     2Story           6           5      1999
## 117        Norm     1Fam     1Story           5           5      1962
## 118        Norm     1Fam     1Story           5           5      2006
## 119        Norm     1Fam     2Story           7           5      1990
## 120        Norm     1Fam     2Story           6           5      2005
## 121        Norm     1Fam       SLvl           6           5      1969
## 122        Norm     1Fam     1.5Fin           4           5      1939
## 123        Norm     1Fam     1Story           6           7      1958
## 124        Norm   TwnhsE     1Story           6           5      1993
## 125        Norm     1Fam     1Story           6           5      1979
## 126        Norm   2fmCon     1.5Fin           6           8      1935
## 127        Norm   TwnhsE     1Story           6           5      1976
## 128        Norm     1Fam     1.5Unf           5           7      1930
## 129        Norm     1Fam     2Story           6           5      1966
## 130        Norm     1Fam     1Story           5           7      1958
## 131        Norm     1Fam     2Story           7           6      1966
## 132        Norm     1Fam     2Story           6           5      2000
## 133        Norm     1Fam     1Story           5           6      1959
## 134        Norm     1Fam     1Story           8           5      2001
## 135        Norm     1Fam     1Story           5           6      1968
## 136        Norm     1Fam     1Story           7           6      1970
## 137        Norm     1Fam     1Story           5           5      1967
## 138        Norm   Duplex     1Story           7           5      1988
## 139        Norm     1Fam     2Story           8           5      1999
## 140        Norm     1Fam     2Story           6           5      1997
## 141        Norm     1Fam     1Story           4           5      1971
## 142        Norm     1Fam     1Story           7           5      2005
## 143        Norm     1Fam     1.5Fin           5           4      1952
## 144        Norm     1Fam     1Story           7           5      1999
## 145        Norm   Duplex     1Story           5           5      1963
## 146        Norm    Twnhs     2Story           6           5      2004
## 147        Norm     1Fam     1Story           5           7      1931
## 148        Norm     1Fam     2Story           7           5      2001
## 149        Norm     1Fam     1Story           7           5      2004
## 150        Norm     1Fam     1.5Fin           5           4      1936
## 151        Norm     1Fam     1Story           5           6      1975
## 152        Norm     1Fam     1Story           8           5      2007
## 153        Norm     1Fam     2Story           6           5      1971
## 154        Norm     1Fam     1Story           6           7      1960
## 155        Norm     1Fam     1Story           6           5      1923
## 156        Norm     1Fam     1.5Fin           6           5      1924
## 157        Norm     1Fam     1Story           5           7      1950
## 158        Norm     1Fam     2Story           8           5      2009
## 159        Norm     1Fam     2Story           7           5      2004
## 160        Norm     1Fam     2Story           7           5      2005
## 161        Norm     1Fam     1Story           6           6      1984
## 162        Norm     1Fam     2Story           9           5      2003
## 163        Norm     1Fam     1Story           7           5      2005
## 164        Norm     1Fam     1.5Unf           4           6      1956
## 165        Norm     1Fam     1Story           6           7      1926
## 166        Norm   2fmCon     1.5Fin           5           7      1940
## 167        Norm     1Fam     1Story           5           5      1955
## 168        Norm     1Fam     2Story           8           5      2007
## 169        Norm     1Fam     2Story           7           5      2004
## 170        Norm     1Fam     1Story           8           6      1981
## 171        Norm     1Fam     1.5Fin           5           6      1941
## 172        Norm     1Fam     1Story           6           5      1960
## 173        Norm   TwnhsE     2Story           7           7      1987
## 174        Norm     1Fam     1Story           6           5      1961
## 175        Norm     1Fam     1Story           6           5      1986
## 176        Norm     1Fam     1Story           6           7      1950
## 177        Norm     1Fam     2Story           6           5      1988
## 178        Norm     1Fam     1.5Fin           5           5      1958
## 179        Norm     1Fam     1Story           9           5      2008
## 180        Norm     1Fam     1Story           5           6      1923
## 181        Norm    Twnhs     2Story           6           5      2000
## 182        Norm     1Fam     2Story           7           6      1920
## 183        Norm     1Fam     1Story           5           6      1957
## 184        Norm     1Fam     1.5Fin           7           5      2003
## 185       Feedr     1Fam     1.5Fin           5           8      1908
## 186        Norm     1Fam     2.5Fin          10           9      1892
## 187        Norm     1Fam       SLvl           7           5      1990
## 188        Norm     1Fam     1.5Fin           5           7      1916
## 189        Norm   Duplex     SFoyer           5           5      1979
## 190        Norm   TwnhsE     1Story           8           5      2001
## 191        Norm     1Fam     2Story           8           8      1932
## 192        Norm     1Fam     2Story           7           9      1972
## 193        Norm     1Fam     1Story           7           5      1999
## 194        Norm    Twnhs     2Story           7           5      2004
## 195        Norm     1Fam     1Story           5           7      1972
## 196        Norm    Twnhs     2Story           6           6      1976
## 197        Norm     1Fam     1Story           7           5      2007
## 198        Norm     1Fam     2Story           8           4      1918
## 199        Norm     1Fam     2.5Fin           6           6      1912
## 200        Norm     1Fam     1Story           8           5      2004
## 201        Norm     1Fam     1Story           4           5      2003
## 202        Norm     1Fam     1Story           6           6      1977
## 203        Norm     1Fam     1.5Fin           6           6      1924
## 204        Norm   TwnhsE     1Story           6           5      2004
## 205        Norm     1Fam     1.5Fin           5           7      1947
## 206        Norm     1Fam     1Story           7           5      1990
## 207        Norm     1Fam     1Story           5           5      1962
## 208        Norm     1Fam     1Story           4           5      1960
## 209        Norm     1Fam     2Story           7           5      1988
## 210        Norm     1Fam     1Story           6           7      1964
## 211        Norm     1Fam     1Story           5           6      1925
## 212        Norm     1Fam     1Story           6           5      2009
## 213        Norm     1Fam     2Story           7           5      2009
## 214        Norm     1Fam     1Story           5           5      1995
## 215        Norm     1Fam     2Story           6           7      1977
## 216        Norm     1Fam     1Story           5           6      1957
## 217        Norm     1Fam     1Story           7           5      2004
## 218        Norm     1Fam     2Story           4           4      1925
## 219        Norm     1Fam     1.5Fin           7           9      1939
## 220        Norm   TwnhsE     1Story           7           5      2005
## 221        Norm     1Fam     1Story           7           5      2006
## 222        Norm     1Fam     2Story           6           5      2002
## 223        Norm     1Fam     2Story           6           6      1975
## 224        Norm     1Fam     1Story           4           6      1971
## 225        Norm     1Fam     1Story          10           5      2003
## 226        Norm    Twnhs     2Story           5           5      1971
## 227        Norm     1Fam     2Story           7           5      1995
## 228        Norm    Twnhs     2Story           6           6      1970
## 229        Norm     1Fam     1Story           5           5      1967
## 230        Norm   TwnhsE     1Story           7           5      2005
## 231        Norm     1Fam     1Story           6           6      1959
## 232        Norm     1Fam     2Story           8           5      1995
## 233        Norm    Twnhs     2Story           6           5      1972
## 234        Norm     1Fam     1Story           5           6      1976
## 235        Norm     1Fam     2Story           6           5      2002
## 236        Norm   TwnhsE     2Story           6           3      1971
## 237        Norm     1Fam     1Story           7           5      2004
## 238        Norm     1Fam     2Story           7           7      1993
## 239        Norm     1Fam     1Story           8           5      2007
## 240        Norm     1Fam     1.5Fin           6           4      1945
## 241        Norm     1Fam     1Story           8           5      2008
## 242        Norm     1Fam     1Story           5           9      1945
## 243        Norm     1Fam     1.5Fin           5           4      1900
## 244        Norm   TwnhsE     2Story           6           6      1980
## 245        Norm     1Fam     2Story           7           5      1994
## 246        Norm     1Fam     1Story           7           5      1988
## 247        Norm   2fmCon     2Story           6           8      1910
## 248        Norm     1Fam     1Story           6           5      1954
## 249        Norm     1Fam     2Story           7           5      2003
## 250        Norm     1Fam     1.5Fin           6           7      1958
## 251        Norm     1Fam     1Story           3           2      1940
## 252        Norm   TwnhsE     1Story           8           5      2006
## 253        Norm     1Fam     2Story           6           5      2004
## 254        Norm     1Fam       SLvl           6           7      1964
## 255        Norm     1Fam     1Story           5           6      1957
## 256        Norm     1Fam     2Story           7           5      1999
## 257        Norm     1Fam     2Story           6           5      2003
## 258        Norm     1Fam     1Story           7           5      2006
## 259        Norm     1Fam     2Story           7           5      2001
## 260        Norm     1Fam     1Story           5           5      1956
## 261        Norm     1Fam       SLvl           6           5      1962
## 262        Norm     1Fam     2Story           8           5      2007
## 263        Norm     1Fam       SLvl           6           7      1977
## 264        Norm     1Fam     1.5Fin           5           7      1929
## 265        Norm     1Fam     1Story           5           5      1925
## 266        Norm     1Fam     1Story           6           6      1981
## 267        Norm     1Fam     2Story           6           5      1997
## 268        Norm     1Fam     2.5Fin           5           8      1939
## 269        Norm     1Fam     1Story           5           6      1940
## 270        Norm     1Fam     1Story           6           7      1976
## 271        Norm     1Fam     2Story           8           5      2006
## 272        Norm     1Fam     1Story           7           7      1954
## 273        Norm     1Fam     2Story           8           7      1999
## 274        Norm     1Fam     1Story           6           6      1958
## 275        Norm     1Fam     1Story           5           7      1982
## 276        Norm     1Fam     1.5Fin           7           7      1925
## 277        Norm     1Fam     1Story           7           5      2003
## 278        Norm     1Fam     1Story           4           5      1951
## 279        Norm     1Fam     1Story           9           5      2006
## 280        Norm     1Fam     2Story           7           5      1977
## 281        Norm     1Fam     2Story           7           6      1989
## 282        Norm     1Fam     1Story           6           5      2006
## 283        Norm    Twnhs     1Story           7           5      2007
## 284        Norm     1Fam     1Story           8           5      2008
## 285        Norm   TwnhsE     1Story           6           5      1992
## 286        Norm   TwnhsE     2Story           7           5      2006
## 287        Norm     1Fam     1.5Fin           6           7      1962
## 288        Norm     1Fam     1Story           4           4      1971
## 289        Norm     1Fam     1Story           5           5      1967
## 290        Norm     1Fam     2Story           6           7      1915
## 291        Norm     1Fam     2Story           8           5      2006
## 292        Norm   2fmCon     2Story           5           6      1912
## 293        Norm     1Fam     1.5Fin           5           4      1949
## 294        Norm     1Fam     2Story           7           7      1977
## 295        Norm     1Fam     1Story           6           5      1953
## 296        Norm     1Fam       SLvl           6           6      1984
## 297        Norm     1Fam     1.5Fin           5           5      1950
## 298        Norm     1Fam     2Story           7           5      1997
## 299        Norm     1Fam     2Story           6           6      1968
## 300        Norm     1Fam     1Story           6           8      1950
## 301        Norm   2fmCon     1Story           5           5      1953
## 302        Norm     1Fam     2Story           8           5      1998
## 303        Norm     1Fam     1Story           7           5      2001
## 304        Norm     1Fam     1Story           5           7      1972
## 305        Norm     1Fam     2.5Fin           7           9      1880
## 306        Norm     1Fam     1Story           8           5      2004
## 307        Norm     1Fam     2Story           7           5      1990
## 308        Norm     1Fam     1.5Fin           6           7      1920
## 309        Norm     1Fam     1Story           4           5      1940
## 310        Norm     1Fam     1Story           9           5      2003
## 311        Norm     1Fam     2Story           6           5      1993
## 312        Norm     1Fam     1Story           6           6      1948
## 313        Norm   2fmCon     1.5Fin           5           7      1939
## 314        Norm     1Fam     1Story           7           5      1965
## 315        Norm     1Fam     2Story           7           7      1925
## 316        Norm     1Fam     2Story           7           5      2004
## 317        Norm     1Fam     2Story           7           7      1980
## 318        Norm     1Fam     2Story           8           5      2006
## 319        Norm     1Fam     2Story           7           5      1993
## 320        Norm     1Fam       SLvl           7           5      1980
## 321        Norm     1Fam     2Story           9           5      2006
## 322        Norm     1Fam     2Story           8           5      2004
## 323        Norm     1Fam     2Story           7           5      1986
## 324        Norm     1Fam     1Story           3           8      1955
## 325        Norm     1Fam       SLvl           7           7      1967
## 326        Norm     1Fam     1.5Unf           5           6      1941
## 327        Norm   TwnhsE     1Story           8           5      1993
## 328        Norm     1Fam     1Story           6           5      1960
## 329        Norm     1Fam     2.5Unf           6           6      1916
## 330        Norm     1Fam     2Story           5           5      1920
## 331        Norm   Duplex     1Story           5           4      1964
## 332        Norm     1Fam     1Story           5           6      1958
## 333        Norm     1Fam     1Story           8           5      2003
## 334        Norm   TwnhsE     1Story           7           5      2004
## 335        Norm     1Fam     2Story           6           5      1998
## 336        Norm   2fmCon     1.5Fin           5           6      1965
## 337        Norm     1Fam     1Story           9           5      2005
## 338        Norm     1Fam     1Story           7           5      2002
## 339        Norm     1Fam     1Story           7           7      1984
## 340        Norm     1Fam     1Story           6           7      1958
## 341        Norm     1Fam     2Story           8           5      2002
## 342        Norm     1Fam     1Story           4           4      1950
## 343        Norm   Duplex     1Story           3           4      1949
## 344        Norm   TwnhsE     1Story           9           5      2005
## 345        Norm   TwnhsE     2Story           5           3      1976
## 346        Norm     1Fam     1.5Fin           6           5      1939
## 347        Norm     1Fam     1Story           6           8      1960
## 348        Norm     1Fam     1Story           6           5      1960
## 349        Norm    Twnhs     2Story           7           5      2003
## 350        Norm     1Fam     2Story           9           5      2005
## 351        Norm   TwnhsE     1Story           9           5      2007
## 352        Norm     1Fam     1Story           7           5      1986
## 353        Norm     1Fam     1.5Fin           5           6      1941
## 354        Norm     1Fam     1Story           6           8      1928
## 355        Norm     1Fam     1.5Fin           6           5      1940
## 356        Norm     1Fam     1Story           6           5      1995
## 357        Norm     1Fam     1Story           6           6      1992
## 358        Norm   TwnhsE     1Story           5           5      1976
## 359        Norm     1Fam       SLvl           5           4      1958
## 360        Norm     1Fam     2Story           8           5      1998
## 361        Norm     1Fam     SFoyer           6           6      1978
## 362        Norm     1Fam     1.5Fin           5           5      1940
## 363        Norm     1Fam     SFoyer           7           5      2003
## 364        Norm    Twnhs     2Story           6           8      1972
## 365        Norm     1Fam     2Story           6           5      1976
## 366        Norm     1Fam     2Story           5           7      1920
## 367        Norm     1Fam     1Story           6           5      1963
## 368        Norm     1Fam       SLvl           6           5      1962
## 369        Norm     1Fam     1Story           5           6      1954
## 370        Norm     1Fam     1Story           5           7      1959
## 371        Norm     1Fam     2Story           6           5      2000
## 372        Norm     1Fam     1.5Fin           4           4      1959
## 373        Norm   TwnhsE     1Story           6           5      1984
## 374        Norm     1Fam     1Story           5           6      1953
## 375        Norm     1Fam     2Story           7           5      2003
## 376        Norm     1Fam     1Story           1           1      1922
## 377        Norm     1Fam     SFoyer           5           5      1996
## 378        Norm     1Fam     2Story           8           5      2004
## 379        Norm     1Fam     1Story           9           2      2010
## 380        Norm     1Fam     2Story           6           5      2000
## 381        Norm     1Fam     1.5Fin           5           6      1924
## 382        Norm     1Fam     1Story           7           5      2006
## 383        Norm     1Fam     2Story           7           5      2006
## 384        Norm     1Fam     1.5Unf           6           3      1928
## 385        Norm     1Fam     2Story           6           5      1992
## 386        Norm   TwnhsE     1Story           8           5      2004
## 387        Norm     1Fam     1.5Fin           5           3      1910
## 388        Norm     1Fam       SLvl           6           6      1976
## 389        Norm     1Fam     1Story           7           5      1999
## 390        Norm     1Fam     2Story          10           5      2007
## 391        Norm     1Fam     1.5Fin           5           8      1900
## 392        Norm     1Fam     2Story           6           5      2001
## 393        Norm     1Fam     1Story           5           7      1959
## 394        Norm     1Fam     1Story           4           5      1941
## 395        Norm     1Fam     1.5Fin           5           6      1940
## 396        Norm     1Fam     1Story           5           6      1956
## 397        Norm     1Fam     1Story           5           5      1972
## 398        Norm     1Fam     2Story           5           5      1962
## 399        Norm     1Fam     1Story           5           2      1920
## 400        Norm     1Fam     2Story           7           5      2006
## 401        Norm   TwnhsE     1Story           8           5      1996
## 402        Norm     1Fam     1Story           7           5      2005
## 403        Norm     1Fam     1Story           5           8      1940
## 404        Norm     1Fam     2Story           8           5      1998
## 405        Norm     1Fam     2Story           6           5      1995
## 406        Norm     1Fam     1Story           4           4      1976
## 407        Norm     1Fam     1.5Fin           6           5      1936
## 408        Norm     1Fam     2Story           6           7      1915
## 409        Norm     1Fam     2Story           7           5      2006
## 410        Norm     1Fam     2Story           8           5      2007
## 411        Norm     1Fam     1Story           5           3      1958
## 412        Norm   2fmCon     1Story           5           5      1955
## 413        Norm     1Fam     1Story           7           5      2009
## 414        Norm     1Fam     1Story           5           6      1927
## 415        Norm     1Fam     2Story           7           5      1993
## 416        Norm     1Fam     1Story           7           5      2007
## 417        Norm     1Fam     2Story           6           7      1978
## 418        Norm     1Fam     2Story           6           6      1918
## 419        Norm     1Fam     1.5Fin           5           6      1940
## 420        Norm     1Fam     1Story           5           6      1968
## 421        Norm   Duplex     SFoyer           7           5      1997
## 422        Norm     1Fam     1Story           6           7      1977
## 423        Norm     1Fam     1Story           5           5      1954
## 424        Norm     1Fam     2Story           8           5      1998
## 425        Norm     1Fam     1Story           6           5      1956
## 426        Norm     1Fam     2Story           7           8      1946
## 427        Norm     1Fam       SLvl           7           5      1989
## 428        Norm     1Fam     1Story           4           6      1957
## 429        Norm     1Fam     1Story           7           5      2007
## 430        Norm     1Fam     1Story           6           5      1988
## 431        Norm    Twnhs     2Story           6           5      1971
## 432        Norm     1Fam     1.5Fin           6           7      1920
## 433        Norm   TwnhsE     2Story           5           5      1971
## 434        Norm     1Fam     2Story           6           5      1997
## 435        Norm    Twnhs     SFoyer           4           7      1972
## 436        Norm     1Fam     2Story           7           6      1996
## 437        Norm     1Fam     1.5Fin           6           8      1920
## 438        Norm     1Fam     1.5Unf           6           7      1926
## 439        Norm     1Fam     1Story           5           6      1913
## 440        Norm     1Fam     1.5Fin           6           8      1920
## 441        Norm     1Fam     1Story          10           5      2008
## 442        Norm   Duplex     1Story           4           4      1955
## 443        Norm     1Fam     1.5Fin           5           7      1930
## 444        Norm   TwnhsE     1Story           7           5      2006
## 445        Norm     1Fam     2Story           7           5      1994
## 446        Norm     1Fam     1Story           6           5      1956
## 447        Norm     1Fam     1Story           6           6      1966
## 448        Norm     1Fam     2Story           7           5      1998
## 449        Norm     1Fam     1.5Fin           6           6      1937
## 450        Norm     1Fam     1.5Fin           3           7      1948
## 451        Norm     1Fam     1Story           6           8      1930
## 452        Norm     1Fam     1Story           7           5      1975
## 453        Norm     1Fam     2Story           6           5      1996
## 454        Norm     1Fam     2Story           8           5      2008
## 455        Norm   Duplex     1Story           5           5      1976
## 456        Norm     1Fam     1Story           7           6      1973
## 457        Norm     1Fam     2Story           5           5      1916
## 458        Norm     1Fam     1Story           4           6      1954
## 459        Norm     1Fam     2Story           8           7      1925
## 460        Norm     1Fam     1.5Fin           5           4      1950
## 461        Norm     1Fam     2Story           8           5      2009
## 462        Norm     1Fam     2Story           7           9      1936
## 463        Norm     1Fam     1Story           5           5      1965
## 464        Norm     1Fam     2Story           6           7      1934
## 465        Norm     1Fam     1Story           5           5      1978
## 466        Norm   TwnhsE     1Story           7           5      2004
## 467        Norm     1Fam     1Story           7           5      1970
## 468        Norm     1Fam     2Story           5           7      1942
## 469        Norm     1Fam     1Story           8           5      2006
## 470        Norm     1Fam     2Story           6           5      1993
## 471        Norm   TwnhsE     1Story           8           5      1985
## 472        Norm     1Fam     2Story           7           6      1977
## 473        Norm   TwnhsE       SLvl           6           5      2005
## 474        Norm     1Fam     1Story           8           5      2006
## 475        Norm   TwnhsE     1Story           8           5      2000
## 476        Norm     1Fam     1Story           5           6      1963
## 477        Norm     1Fam     1Story           6           5      1997
## 478        Norm     1Fam     2Story           9           5      2006
## 479        Norm     1Fam     1Story           8           5      2007
## 480        Norm     1Fam     1Story           4           7      1937
## 481        Norm     1Fam     1Story           9           5      2004
## 482        Norm     1Fam     1Story           9           5      2003
## 483        Norm     1Fam     2Story           7           8      1915
## 484        Norm    Twnhs     1Story           6           5      1998
## 485        Norm     1Fam     1Story           5           7      1962
## 486        Norm     1Fam     1Story           5           7      1950
## 487        Norm     1Fam     1Story           5           7      1965
## 488        Norm     1Fam     1Story           5           6      1971
## 489        Norm   2fmCon     1.5Fin           5           4      1900
## 490        Norm    Twnhs     SFoyer           4           8      1970
## 491        Norm   TwnhsE     2Story           5           6      1976
## 492        Norm     1Fam     1.5Fin           6           7      1941
## 493        Norm     1Fam     2Story           6           5      2006
## 494        Norm     1Fam     1Story           5           6      1960
## 495        Norm     1Fam     1Story           5           8      1938
## 496        Norm     1Fam     1Story           4           5      1920
## 497        Norm     1Fam     1Story           8           5      1992
## 498        Norm     1Fam     1.5Fin           7           6      1925
## 499        Norm     1Fam     1Story           5           7      1967
## 500        Norm     1Fam     1Story           5           7      1958
## 501        Norm    Twnhs     2Story           6           5      1973
## 502        Norm     1Fam     2Story           7           5      2005
## 503        Norm     1Fam     1Story           5           7      1965
## 504        Norm     1Fam     1Story           7           8      1959
## 505        Norm   TwnhsE     2Story           6           5      1974
## 506        Norm   Duplex     2Story           5           5      1952
## 507        Norm     1Fam     2Story           8           5      1993
## 508        Norm     1Fam     1Story           6           5      2009
## 509        Norm     1Fam     2Story           7           9      1928
## 510        Norm     1Fam     1Story           5           6      1959
## 511        Norm     1Fam     1Story           5           7      1951
## 512        Norm   TwnhsE     1Story           7           5      2005
## 513        Norm     1Fam     1Story           5           5      1958
## 514        Norm     1Fam     1Story           6           5      1983
## 515        Norm     1Fam     1.5Unf           5           5      1926
## 516        Norm     1Fam     1Story          10           5      2009
## 517        Norm     1Fam       SLvl           6           6      1972
## 518        Norm     1Fam     2Story           7           5      1996
## 519        Norm     1Fam     2Story           6           5      1998
## 520        Norm     1Fam     2Story           7           9      1926
## 521        Norm   2fmCon     2Story           4           7      1900
## 522        Norm     1Fam     1Story           6           6      1957
## 523        Norm     1Fam     1.5Fin           6           7      1947
## 524        PosN     1Fam     2Story          10           5      2007
## 525        Norm     1Fam     2Story           7           5      1996
## 526        Norm     1Fam     1Story           7           5      2005
## 527        Norm     1Fam     1Story           5           7      1956
## 528        Norm     1Fam     2Story           9           5      2008
## 529        Norm     1Fam     1Story           4           7      1920
## 530        Norm     1Fam     1Story           6           3      1957
## 531        Norm     1Fam       SLvl           6           5      1988
## 532       Feedr     1Fam     2Story           6           8      1920
## 533        Norm     1Fam     1Story           5           7      1955
## 534        Norm     1Fam     1Story           1           3      1946
## 535        Norm     1Fam     2Story           8           5      2004
## 536        Norm   2fmCon     2Story           5           7      1910
## 537        Norm     1Fam     2Story           7           5      1998
## 538        Norm     1Fam     1Story           4           5      1972
## 539        Norm     1Fam     1Story           5           5      1968
## 540        Norm     1Fam     1Story           8           5      2001
## 541        Norm     1Fam     1Story           9           5      2006
## 542        Norm     1Fam     2Story           8           5      2000
## 543        Norm     1Fam     1Story           7           5      1998
## 544        Norm   TwnhsE     SFoyer           7           5      1998
## 545        Norm     1Fam     2Story           7           5      2006
## 546        Norm     1Fam     1.5Fin           7           5      1988
## 547        Norm     1Fam     1.5Fin           6           7      1923
## 548        Norm     1Fam     SFoyer           5           7      1970
## 549        RRNn     1Fam     1Story           5           7      1955
## 550        Norm     1Fam     2Story           7           5      2003
## 551        Norm   TwnhsE     1Story           6           6      1977
## 552        Norm     1Fam     1Story           5           6      1957
## 553        Norm     1Fam     1Story           8           5      2006
## 554        Norm     1Fam     1Story           4           5      1949
## 555        Norm     1Fam     2Story           7           5      2003
## 556        Norm     1Fam     1.5Unf           5           6      1922
## 557        Norm     1Fam     1Story           5           5      1957
## 558        Norm     1Fam     1.5Fin           4           6      1920
## 559        Norm     1Fam     2Story           7           5      1996
## 560        Norm   TwnhsE     1Story           7           5      2003
## 561        Norm     1Fam     1Story           5           6      1957
## 562        Norm     1Fam     1Story           5           5      1974
## 563        Norm     1Fam     1Story           5           6      1940
## 564        Norm     1Fam     1.5Fin           6           7      1918
## 565        Norm     1Fam     2Story           7           5      1992
## 566        Norm     1Fam     2Story           6           4      1915
## 567        Norm     1Fam     2Story           9           5      2005
## 568        Norm     1Fam     1Story           7           5      2004
## 569        Norm     1Fam     1.5Fin           8           8      1983
## 570        Norm   Duplex     SFoyer           5           5      1979
## 571        Norm   Duplex     1Story           5           5      1965
## 572        Norm     1Fam     1Story           6           6      1959
## 573        Norm     1Fam     2Story           7           5      2009
## 574        Norm     1Fam       SLvl           7           5      2000
## 575        Norm     1Fam       SLvl           5           7      1971
## 576        Norm     1Fam     1.5Fin           5           5      1947
## 577        Norm     1Fam     1.5Fin           7           7      1928
## 578        Norm     1Fam       SLvl           5           6      1966
## 579        Norm   TwnhsE     2Story           7           5      2007
## 580        Norm     1Fam     1.5Fin           5           5      1954
## 581        Norm     1Fam     1Story           6           6      1960
## 582        Norm     1Fam     1Story           8           5      2008
## 583        Norm   Duplex     SFoyer           6           5      1990
## 584        PosA     1Fam     2.5Unf          10           9      1893
## 585        Norm     1Fam     1.5Fin           4           7      1935
## 586        Norm     1Fam     1Story           8           5      2005
## 587        Norm     1Fam     1Story           6           7      1918
## 588        Norm     1Fam     SFoyer           5           6      1982
## 589        Norm     1Fam     1Story           5           8      1968
## 590       Feedr     1Fam     1Story           5           6      1930
## 591        Norm     1Fam     2Story           7           5      2004
## 592        Norm     1Fam     2Story          10           5      2008
## 593        Norm     1Fam     1Story           5           8      1982
## 594        Norm   TwnhsE     1Story           6           5      2003
## 595        Norm     1Fam     1Story           5           6      1975
## 596        Norm     1Fam     1Story           8           5      2005
## 597        Norm     1Fam     2Story           6           7      1910
## 598        Norm   TwnhsE     1Story           7           5      2006
## 599        Norm     1Fam     1Story           5           6      1977
## 600        Norm    Twnhs     2Story           6           6      1980
## 601        Norm     1Fam     2Story           8           5      2005
## 602        Norm     1Fam     1.5Fin           6           6      1937
## 603        Norm     1Fam     2Story           8           5      1992
## 604        Norm   TwnhsE     2Story           7           5      2004
## 605        Norm     1Fam     1Story           7           5      2002
## 606        Norm     1Fam     2Story           7           6      1965
## 607        Norm     1Fam     1Story           5           5      1996
## 608        Norm     1Fam     2Story           5           8      1948
## 609        Norm     1Fam     2Story           8           6      1934
## 610        Norm     1Fam     1Story           4           5      1961
## 611        Norm     1Fam     2Story           9           5      2000
## 612        Norm     1Fam       SLvl           6           6      1978
## 613        Norm     1Fam     2Story           8           5      2001
## 614        Norm     1Fam     1Story           5           5      2007
## 615        Norm   TwnhsE     SFoyer           4           6      1972
## 616        Norm     1Fam     SFoyer           6           7      1963
## 617        Norm     1Fam     2Story           6           5      2002
## 618        Norm     1Fam     1.5Unf           6           6      1954
## 619        Norm     1Fam     1Story           9           5      2007
## 620        Norm     1Fam     2Story           8           5      2003
## 621        Norm     1Fam     1Story           3           3      1914
## 622        Norm     1Fam     2Story           6           7      1974
## 623        Norm     1Fam     1Story           5           6      1977
## 624        Norm   TwnhsE     2Story           6           5      2000
## 625        Norm     1Fam     2Story           6           5      1972
## 626        Norm     1Fam     1Story           6           6      1962
## 627        Norm     1Fam     1Story           5           5      1960
## 628        Norm     1Fam       SLvl           6           6      1955
## 629        Norm     1Fam     2Story           5           5      1969
## 630        Norm     1Fam       SLvl           6           5      1964
## 631        Norm     1Fam     2Story           5           6      1880
## 632        Norm    Twnhs     1Story           8           5      2006
## 633        Norm     1Fam     1Story           7           5      1977
## 634        Norm     1Fam     1Story           5           7      1954
## 635        Norm   Duplex     SFoyer           6           5      1980
## 636        Norm   2fmCon     2.5Fin           6           7      1914
## 637        Norm     1Fam     1Story           2           3      1936
## 638        Norm   2fmCon     1.5Fin           5           4      1954
## 639        Norm     1Fam     1Story           5           7      1910
## 640        Norm   TwnhsE     1Story           8           5      2006
## 641        Norm   TwnhsE     1Story           8           5      2003
## 642        Norm     1Fam     2Story           7           5      2001
## 643        Norm     1Fam       SLvl           8           7      1972
## 644        Norm     1Fam     2Story           5           5      1969
## 645        Norm     1Fam     1Story           9           5      2009
## 646        Norm     1Fam     1Story           6           5      1971
## 647        Norm     1Fam     1Story           5           5      1950
## 648        Norm     1Fam     1Story           6           5      1953
## 649        Norm     1Fam     2Story           6           5      1966
## 650        Norm    Twnhs     SFoyer           4           6      1970
## 651        Norm     1Fam     2Story           7           6      2007
## 652        Norm     1Fam     2Story           4           5      1940
## 653        Norm     1Fam     2Story           7           5      1996
## 654        Norm     1Fam     1.5Fin           6           7      1906
## 655        Norm     1Fam     1Story           8           6      1995
## 656        Norm    Twnhs     2Story           6           5      1971
## 657        Norm     1Fam     1Story           5           7      1959
## 658        Norm     1Fam     2Story           7           6      1931
## 659        Norm     1Fam     1.5Fin           6           5      1948
## 660        Norm     1Fam     1Story           5           7      1964
## 661        Norm     1Fam     2Story           7           7      1976
## 662        Norm     1Fam     2Story           8           7      1994
## 663        Norm     1Fam     1Story           6           3      1968
## 664        Norm     1Fam     SFoyer           4           5      1972
## 665        Norm     1Fam     1Story           8           5      2005
## 666        Norm     1Fam     2Story           8           5      2000
## 667        Norm     1Fam     2Story           6           5      1965
## 668        Norm     1Fam     1Story           6           5      1994
## 669        Norm     1Fam     1Story           5           6      1956
## 670        Norm     1Fam     1Story           4           5      1922
## 671        Norm     1Fam     2Story           6           5      2005
## 672        Norm     1Fam     2Story           6           6      1925
## 673        Norm     1Fam     1Story           6           6      1977
## 674        Norm     1Fam     1Story           6           7      1957
## 675        Norm     1Fam     1Story           6           6      1965
## 676        Norm    Twnhs     2Story           6           6      1978
## 677        Norm     1Fam     2Story           4           2      1900
## 678        Norm     1Fam     1Story           5           8      1924
## 679        Norm     1Fam     1Story           8           5      2008
## 680        Norm     1Fam     1Story           5           5      1961
## 681        Norm   TwnhsE     1Story           6           5      1980
## 682        Norm     1Fam     1.5Fin           5           5      1932
## 683        Norm     1Fam     1Story           6           5      1996
## 684        Norm     1Fam     1Story           9           5      2002
## 685        Norm     1Fam     2Story           7           5      1998
## 686        Norm   TwnhsE     2Story           7           5      1984
## 687        Norm     1Fam     2Story           7           6      2007
## 688        Norm   TwnhsE     2Story           7           5      2004
## 689        Norm     1Fam     1Story           8           6      2007
## 690        Norm   TwnhsE     1Story           6           5      2005
## 691        Norm   TwnhsE     1Story           6           5      2004
## 692        Norm     1Fam     2Story          10           6      1994
## 693        Norm     1Fam     2Story           7           5      1989
## 694        Norm     1Fam     1Story           5           6      1921
## 695        Norm     1Fam     1.5Fin           5           6      1936
## 696        Norm     1Fam     1Story           6           6      1987
## 697        Norm     1Fam     1Story           5           7      1921
## 698        Norm     1Fam     1Story           5           7      1952
## 699        Norm     1Fam     1Story           5           8      1965
## 700        Norm   TwnhsE     1Story           7           5      2004
## 701        Norm     1Fam     1Story           8           5      2002
## 702        Norm     1Fam     1Story           7           5      1969
## 703        Norm     1Fam     2Story           8           5      2006
## 704        Norm   2fmCon     2Story           5           9      1900
## 705        Norm     1Fam     1Story           7           5      2004
## 706        Norm   2fmCon     2Story           4           5      1930
## 707        Norm     1Fam     1Story           7           5      1971
## 708        Norm   TwnhsE     1Story           8           5      2006
## 709        Norm     1Fam     2Story           7           5      2007
## 710        Norm     1Fam     1Story           5           7      1966
## 711        Norm     1Fam     1Story           3           6      1935
## 712        Norm     1Fam     1.5Fin           4           7      1900
## 713        Norm   TwnhsE     1Story           8           5      1988
## 714        Norm   2fmCon     1Story           4           5      1970
## 715        Norm     1Fam     2Story           6           8      1976
## 716        Norm     1Fam     1Story           6           5      1974
## 717        Norm     1Fam     2Story           7           8      1890
## 718        Norm     1Fam     1Story           5           6      1973
## 719        Norm     1Fam     2Story           7           5      1993
## 720        Norm     1Fam     1Story           5           6      1969
## 721        Norm     1Fam     1Story           8           5      1985
## 722        Norm   TwnhsE     1Story           6           5      2004
## 723        Norm     1Fam     1Story           4           7      1970
## 724        Norm     1Fam     1.5Fin           4           6      1954
## 725        Norm     1Fam     1Story           9           5      2007
## 726        Norm     1Fam     1Story           4           6      1970
## 727        Norm     1Fam     1Story           6           9      1988
## 728        Norm     1Fam     1Story           7           5      2007
## 729        Norm   Duplex     1Story           5           5      1958
## 730        Norm     1Fam     1.5Fin           4           5      1925
## 731        Norm   TwnhsE     1Story           8           5      1995
## 732        Norm     1Fam       SLvl           7           5      2003
## 733        Norm     1Fam     2Story           7           5      1998
## 734        Norm     1Fam     1Story           5           6      1961
## 735        Norm     1Fam     1Story           5           5      1968
## 736        Norm     1Fam     2.5Unf           7           7      1914
## 737        Norm   Duplex     1Story           3           4      1950
## 738        Norm     1Fam     2Story           8           5      2005
## 739        Norm   Duplex     1Story           5           5      1987
## 740        Norm     1Fam     2Story           7           5      2004
## 741        Norm     1Fam     2Story           5           7      1910
## 742        Norm     1Fam     1Story           6           8      1961
## 743        Norm     1Fam     1Story           7           5      2000
## 744        Norm     1Fam       SLvl           5           6      1963
## 745        Norm   TwnhsE     1Story           8           5      1993
## 746        Norm     1Fam     2Story           8           9      1976
## 747        Norm     1Fam     2Story           7           5      2000
## 748        Norm     1Fam     2Story           7           7      1880
## 749        Norm     1Fam     1Story           7           5      1996
## 750        Norm     1Fam     1.5Fin           4           3      1945
## 751        Norm     1Fam     1.5Fin           4           7      1910
## 752        Norm     1Fam     2Story           7           5      2003
## 753        Norm     1Fam     1Story           6           5      1997
## 754        Norm     1Fam     2Story           8           5      2005
## 755        Norm     1Fam     1Story           6           8      1969
## 756        Norm   TwnhsE     2Story           6           5      1999
## 757        Norm     1Fam     2Story           8           5      2007
## 758        Norm     1Fam     2Story           6           5      1978
## 759        Norm    Twnhs     2Story           7           5      1999
## 760        Norm     1Fam     2Story           8           5      1995
## 761        Norm     1Fam     1Story           6           6      1959
## 762        Norm     1Fam     1Story           5           5      1924
## 763        Norm     1Fam     2Story           7           5      2009
## 764        Norm     1Fam     2Story           8           5      1999
## 765        Norm   TwnhsE     1Story           8           5      1995
## 766        Norm     1Fam     1Story           9           5      2008
## 767        Norm     1Fam     2Story           7           5      1988
## 768        Norm     1Fam     1.5Fin           6           7      1940
## 769        Norm     1Fam     1Story           7           5      2004
## 770        Norm     1Fam     2Story           8           5      2003
## 771        Norm     1Fam     SFoyer           5           5      1982
## 772        Norm     1Fam     1Story           4           5      1951
## 773        Norm     1Fam       SLvl           6           5      1976
## 774        Norm     1Fam     1Story           5           5      1958
## 775        Norm     1Fam     1Story           8           5      2006
## 776        Norm   TwnhsE     1Story           6           5      1998
## 777        Norm     1Fam     1Story           7           5      2005
## 778        Norm     1Fam     1Story           5           5      1974
## 779        Norm   Duplex     1Story           5           5      1977
## 780        Norm   Duplex     SFoyer           6           5      1977
## 781        Norm     1Fam     1Story           7           5      1995
## 782        Norm     1Fam     2Story           6           5      1992
## 783        Norm     1Fam     1Story           7           5      2001
## 784        Norm     1Fam     SFoyer           5           6      1978
## 785        Norm     1Fam     2.5Unf           6           6      1914
## 786        Norm     1Fam     1Story           6           5      1967
## 787        Norm     1Fam     1.5Fin           5           6      1915
## 788        Norm     1Fam     2Story           7           5      2004
## 789        Norm     1Fam     1Story           4           7      1954
## 790        Norm     1Fam     2Story           6           8      1966
## 791        Norm   TwnhsE     1Story           7           5      2005
## 792        Norm     1Fam       SLvl           6           5      1976
## 793        Norm     1Fam     2Story           7           5      1996
## 794        Norm     1Fam     1Story           8           5      2007
## 795        Norm     1Fam     2Story           7           5      1994
## 796        Norm     1Fam     2Story           6           6      1980
## 797        Norm     1Fam     1Story           6           5      1977
## 798        Norm     1Fam     1Story           5           5      1953
## 799        Norm     1Fam     2Story           9           5      2008
## 800        Norm     1Fam     1.5Fin           5           7      1937
## 801        Norm     1Fam     2Story           6           5      1997
## 802        Norm     1Fam     1Story           4           7      1916
## 803        Norm     1Fam     2Story           7           5      2005
## 804        Norm     1Fam     2Story           9           5      2008
## 805        Norm     1Fam     1Story           5           5      1954
## 806        Norm     1Fam     1Story           7           5      2008
## 807        Norm     1Fam       SLvl           5           5      1967
## 808        Norm     1Fam     2Story           5           6      1923
## 809        Norm     1Fam       SLvl           5           5      1966
## 810        Norm     1Fam     2.5Unf           5           5      1898
## 811        Norm     1Fam     1Story           6           6      1974
## 812        Norm   TwnhsE     1Story           6           5      2004
## 813        Norm     1Fam     1Story           5           5      1952
## 814        Norm     1Fam     1Story           6           6      1958
## 815        Norm     1Fam     1.5Fin           5           7      1918
## 816        Norm     1Fam     1Story           7           5      1998
## 817        Norm     1Fam     1Story           5           6      1954
## 818        Norm     1Fam     1Story           8           5      2002
## 819        Norm     1Fam       SLvl           6           7      1971
## 820        Norm   TwnhsE     1Story           7           5      2009
## 821        Norm     1Fam     2Story           7           5      2003
## 822        Norm   2fmCon     1Story           4           4      1953
## 823        Norm     1Fam     2Story           7           5      2003
## 824        Norm     1Fam     1.5Fin           6           7      1940
## 825        Norm     1Fam     1Story           8           5      2006
## 826        PosN     1Fam     1Story          10           5      2007
## 827        Norm     1Fam     1.5Unf           5           6      1924
## 828        Norm     1Fam     1Story           7           5      2001
## 829        Norm     1Fam     2Story           5           5      1967
## 830        Norm    Twnhs     2Story           7           5      2005
## 831        Norm     1Fam     1Story           6           5      1957
## 832        Norm   TwnhsE     2Story           7           5      2005
## 833        Norm     1Fam     2Story           7           6      2003
## 834        Norm     1Fam     1Story           6           6      1964
## 835        Norm     1Fam     1Story           5           6      1961
## 836        Norm     1Fam     1Story           4           7      1950
## 837        Norm     1Fam     1Story           5           6      1948
## 838        Norm    Twnhs     2Story           6           5      1973
## 839        Norm     1Fam     1Story           5           6      1995
## 840        Norm     1Fam     1.5Fin           5           6      1946
## 841        Norm     1Fam     2Story           6           8      1925
## 842        Norm     1Fam     2Story           5           8      1904
## 843        Norm     1Fam       SLvl           6           7      1966
## 844        Norm   Duplex     1Story           5           4      1961
## 845        Norm     1Fam     1.5Fin           5           8      1915
## 846        Norm     1Fam     SFoyer           5           5      1975
## 847        Norm     1Fam     2Story           7           5      1993
## 848        Norm     1Fam     1Story           5           6      1972
## 849        Norm     1Fam     1.5Fin           6           8      1908
## 850        Norm     1Fam       SLvl           6           7      1976
## 851        Norm   TwnhsE     1Story           6           5      2003
## 852        Norm   TwnhsE     1Story           8           5      2003
## 853        Norm     1Fam     2.5Unf           7           5      1941
## 854        Norm     1Fam       SLvl           6           6      1964
## 855        Norm     1Fam     1Story           5           4      1955
## 856        Norm     1Fam     1Story           5           8      1962
## 857        Norm     1Fam       SLvl           6           6      1978
## 858        Norm     1Fam     2Story           6           5      1994
## 859        Norm     1Fam     1Story           7           5      1976
## 860        Norm     1Fam     2Story           6           7      1968
## 861        Norm     1Fam     1.5Fin           7           8      1918
## 862        Norm   2fmCon     1Story           5           4      1965
## 863        Norm     1Fam     1Story           6           5      1984
## 864        Norm     1Fam     1Story           5           5      1959
## 865        Norm     1Fam     1Story           7           5      2007
## 866        Norm     1Fam     1Story           5           6      1970
## 867        Norm     1Fam     1Story           8           5      2006
## 868        Norm     1Fam     1Story           4           5      1961
## 869        Norm     1Fam     2Story           5           6      1948
## 870        Norm     1Fam     2Story           7           5      1993
## 871        Norm     1Fam     1Story           5           5      1962
## 872        Norm     1Fam     2Story           6           5      1998
## 873        Norm     1Fam     1Story           5           7      1953
## 874        Norm     1Fam     1Story           5           7      1949
## 875        Norm     1Fam     1.5Fin           5           6      1941
## 876        Norm     1Fam     2Story           8           5      2007
## 877        Norm     1Fam     1Story           4           5      1963
## 878        Norm     1Fam     2Story           9           5      2004
## 879        Norm     1Fam     SFoyer           5           7      1961
## 880        Norm     1Fam     1Story           5           8      1978
## 881        Norm     1Fam     1Story           5           5      2005
## 882        Norm     1Fam     1.5Fin           7           5      1990
## 883        Norm     1Fam     2Story           6           5      1992
## 884        Norm     1Fam     2.5Fin           4           5      1912
## 885        Norm     1Fam     1Story           5           5      1967
## 886        Norm   TwnhsE     1Story           9           5      1999
## 887        Norm   Duplex     1Story           5           5      1959
## 888        Norm     1Fam     1.5Fin           5           7      1955
## 889        Norm     1Fam     1Story           8           6      1970
## 890        Norm     1Fam     1Story           6           4      1953
## 891        Norm     1Fam     1.5Fin           5           7      1949
## 892        Norm     1Fam     2Story           6           5      1978
## 893        Norm     1Fam     1Story           6           8      1963
## 894        Norm     1Fam     1Story           5           5      1954
## 895        Norm   Duplex     1Story           5           5      1979
## 896        Norm     1Fam     2Story           6           5      1963
## 897        Norm     1Fam     1Story           4           6      1936
## 898        Norm   Duplex     2Story           5           5      1979
## 899        Norm     1Fam     1Story           9           5      2009
## 900        Norm     1Fam     1Story           5           7      1961
## 901        Norm     1Fam     1Story           4           6      1971
## 902        Norm     1Fam     1Story           5           7      1957
## 903        Norm     1Fam     2Story           7           5      2003
## 904        Norm     1Fam     1Story           7           5      2006
## 905        Norm     1Fam     1Story           5           6      1967
## 906        Norm     1Fam     1Story           5           5      1954
## 907        Norm     1Fam     1Story           8           5      2006
## 908        Norm     1Fam     1.5Fin           7           7      1936
## 909        Norm     1Fam     1Story           5           5      1983
## 910        Norm     1Fam     2Story           6           5      2005
## 911        Norm   Duplex     2Story           5           5      1960
## 912        Norm     1Fam     1Story           5           7      1977
## 913        Norm     1Fam     1Story           5           7      1925
## 914        Norm   Duplex     2Story           5           6      1949
## 915        Norm   TwnhsE     2Story           6           5      2009
## 916        Norm    Twnhs     2Story           4           5      1970
## 917        Norm     1Fam     1Story           2           3      1949
## 918        Norm     1Fam     1Story           4           6      1956
## 919        Norm     1Fam     2Story           7           5      1991
## 920        Norm     1Fam     1Story           6           8      1958
## 921        Norm     1Fam     2Story           6           5      1994
## 922        Norm   Duplex     1.5Fin           5           7      1900
## 923        Norm     1Fam     1Story           6           5      2005
## 924        Norm   TwnhsE     1Story           6           5      1993
## 925        Norm     1Fam     1Story           6           6      1980
## 926        Norm     1Fam     1Story           5           6      1977
## 927        Norm     1Fam     2Story           8           5      2003
## 928        Norm     1Fam     2Story           7           5      1968
## 929        Norm     1Fam     1Story           8           5      2001
## 930        Norm     1Fam     2Story           7           5      1997
## 931        Norm     1Fam     1Story           8           5      2007
## 932        Norm     1Fam     1Story           5           6      1965
## 933        Norm     1Fam     1Story           9           5      2006
## 934        Norm     1Fam     1Story           7           5      2004
## 935        Norm     1Fam     1Story           7           7      1960
## 936        Norm     1Fam     1Story           4           5      1926
## 937        Norm     1Fam     1Story           7           5      2003
## 938        Norm     1Fam     2Story           7           5      2005
## 939        Norm     1Fam     2Story           7           5      2006
## 940        Norm     1Fam     2Story           7           7      1940
## 941        Norm   Duplex     1Story           6           5      1976
## 942        Norm     1Fam     2Story           7           5      1999
## 943        Norm   Duplex     1Story           4           3      1977
## 944        Norm   Duplex     1Story           5           4      1967
## 945        Norm     1Fam       SLvl           6           6      1958
## 946        Norm     1Fam     1.5Fin           5           6      1890
## 947        Norm     1Fam       SLvl           5           6      1959
## 948        Norm     1Fam     1Story           8           5      2002
## 949        Norm     1Fam     2Story           7           5      2002
## 950        Norm     1Fam     1Story           6           7      1972
## 951        Norm     1Fam     1Story           5           8      1950
## 952        Norm     1Fam     1Story           5           5      1965
## 953        Norm     1Fam     SFoyer           5           8      1972
## 954        Norm     1Fam     2Story           5           4      1969
## 955        Norm   Duplex     SFoyer           6           5      1975
## 956        Norm   Duplex     2Story           6           6      1946
## 957        Norm   TwnhsE     2Story           6           6      1980
## 958        Norm     1Fam     1Story           5           5      1962
## 959        Norm     1Fam     1Story           7           5      2003
## 960        Norm    Twnhs     2Story           7           5      1999
## 961        Norm     1Fam     1Story           5           7      1958
## 962        Norm     1Fam     2Story           6           7      1977
## 963        Norm   TwnhsE     2Story           6           6      1976
## 964        Norm     1Fam     1Story           9           5      2007
## 965        Norm     1Fam     2Story           7           5      2002
## 966        Norm     1Fam     2Story           6           5      2005
## 967        Norm     1Fam     1.5Fin           5           7      1940
## 968        Norm     1Fam     1Story           5           7      1955
## 969        Norm     1Fam     1.5Fin           3           6      1910
## 970        Norm   2fmCon       SLvl           6           5      1958
## 971        Norm     1Fam     1.5Fin           4           4      1949
## 972        Norm    Twnhs     2Story           7           5      2003
## 973        Norm   TwnhsE     1Story           6           5      1979
## 974        Norm     1Fam     1Story           7           5      2007
## 975       Feedr     1Fam     2Story           7           8      1910
## 976        Norm    Twnhs     2Story           7           5      2000
## 977        Norm     1Fam     1Story           4           7      1923
## 978        Norm   TwnhsE     1Story           7           5      2006
## 979        Norm     1Fam     1Story           4           5      1954
## 980        Norm     1Fam     1Story           5           6      1963
## 981        Norm     1Fam     SFoyer           7           9      1961
## 982        Norm     1Fam     2Story           8           5      1998
## 983        Norm     1Fam     1Story           7           5      2007
## 984        Norm     1Fam     2Story           8           5      2002
## 985        Norm   Duplex     1.5Fin           5           5      1977
## 986        Norm   2fmCon     1Story           5           5      1950
## 987        Norm     1Fam     1.5Fin           6           8      1910
## 988        Norm     1Fam     1Story           9           5      2009
## 989        Norm     1Fam     2Story           6           6      1976
## 990        Norm     1Fam     2Story           7           5      2006
## 991        Norm     1Fam     2Story           8           5      1997
## 992        Norm     1Fam     2Story           8           9      1882
## 993        Norm     1Fam     2Story           6           8      1964
## 994        Norm     1Fam     2Story           6           5      2005
## 995        Norm     1Fam     1Story          10           5      2006
## 996        Norm     1Fam     1.5Fin           4           7      1946
## 997        Norm     1Fam     1Story           5           6      1961
## 998        Norm     1Fam     1Story           6           6      1970
## 999        Norm     1Fam     1Story           3           4      1922
## 1000       Norm     1Fam     1Story           7           5      2006
## 1001       Norm     1Fam     1Story           3           3      1952
## 1002       Norm     1Fam     1Story           5           6      1920
## 1003       Norm     1Fam     1Story           8           5      2006
## 1004       RRAn   Duplex     1Story           5           6      1976
## 1005       Norm   TwnhsE     1Story           7           5      2005
## 1006       Norm     1Fam       SLvl           5           8      1977
## 1007       Norm     1Fam     1Story           6           3      1970
## 1008       Norm   TwnhsE     2Story           4           4      1970
## 1009       Norm     1Fam     1Story           7           5      2004
## 1010       Norm     1Fam     1.5Fin           5           5      1926
## 1011       Norm     1Fam     1.5Fin           5           5      1948
## 1012       Norm   Duplex     1Story           5           5      1965
## 1013       Norm     1Fam     2Story           6           7      1923
## 1014       Norm     1Fam     1Story           5           4      1910
## 1015       Norm     1Fam     1Story           6           5      1948
## 1016       Norm     1Fam     2Story           8           6      2001
## 1017       Norm     1Fam     1Story           7           5      1996
## 1018       Norm   TwnhsE     1Story           8           5      1984
## 1019       Norm     1Fam       SLvl           7           5      1991
## 1020       Norm   TwnhsE     1Story           7           5      2005
## 1021       Norm     1Fam     1Story           4           5      2005
## 1022       Norm     1Fam     1Story           7           5      2006
## 1023       Norm     1Fam     1.5Fin           5           5      1930
## 1024       Norm   TwnhsE     1Story           7           5      2005
## 1025       Norm     1Fam     1Story           8           6      1976
## 1026       Norm     1Fam     1Story           5           5      1972
## 1027       Norm     1Fam     1Story           5           5      1960
## 1028       Norm     1Fam     1Story           8           5      2007
## 1029       Norm     1Fam     1.5Fin           5           5      1941
## 1030       Norm    Twnhs     2Story           6           7      1972
## 1031       Norm   2fmCon     2Story           5           8      1916
## 1032       Norm     1Fam     2.5Fin           7           3      1920
## 1033       Norm     1Fam     2Story           8           7      1993
## 1034       Norm     1Fam     1Story           7           5      2002
## 1035       Norm     1Fam     1Story           5           7      1938
## 1036       Norm     1Fam     1Story           4           3      1957
## 1037       Norm     1Fam     1Story           9           5      2007
## 1038       Norm     1Fam     2Story           8           5      2001
## 1039       Norm    Twnhs     2Story           4           6      1970
## 1040       Norm   TwnhsE     SFoyer           4           4      1970
## 1041       Norm     1Fam     1Story           5           4      1957
## 1042       Norm     1Fam     2Story           6           8      1966
## 1043       Norm    Twnhs     1Story           6           5      2005
## 1044       Norm     1Fam     2Story           7           5      1990
## 1045       Norm     1Fam     1Story           8           5      1981
## 1046       Norm     1Fam     1Story           3           5      1955
## 1047       Norm     1Fam     2Story           9           5      2005
## 1048       Norm     1Fam     1Story           5           5      1994
## 1049       Norm     1Fam     1Story           5           4      1960
## 1050       Norm     1Fam     1Story           4           7      1946
## 1051       Norm     1Fam     1Story           7           5      2007
## 1052       Norm     1Fam     1Story           7           5      2007
## 1053       Norm     1Fam     2Story           6           6      1964
## 1054       Norm     1Fam     1Story           5           6      1957
## 1055       Norm     1Fam     2Story           8           5      2002
## 1056       Norm     1Fam     1Story           6           5      1976
## 1057       Norm   TwnhsE     1Story           7           5      2005
## 1058       Norm     1Fam     2Story           7           6      1994
## 1059       Norm     1Fam     2Story           9           5      2008
## 1060       Norm     1Fam     1.5Fin           6           7      1932
## 1061       Norm   TwnhsE     1Story           8           5      2001
## 1062       Norm     1Fam     1Story           3           4      1935
## 1063       Norm   2fmCon     2Story           5           5      1900
## 1064       Norm     1Fam     1Story           6           6      1925
## 1065       Norm     1Fam     1Story           5           6      1966
## 1066       Norm     1Fam     2Story           7           5      1996
## 1067       Norm     1Fam     2Story           6           7      1993
## 1068       Norm     1Fam     2Story           6           6      1964
## 1069       Norm   TwnhsE     2Story           6           4      1973
## 1070       Norm     1Fam     1.5Unf           5           7      1949
## 1071       Norm     1Fam     1Story           5           5      1956
## 1072       Norm     1Fam     2Story           6           6      1968
## 1073       Norm     1Fam     1.5Fin           5           3      1948
## 1074       Norm     1Fam     2Story           6           6      1977
## 1075       Norm     1Fam     1Story           7           5      2006
## 1076       Norm     1Fam     2Story           7           6      1940
## 1077       Norm     1Fam     1.5Fin           5           8      1936
## 1078       Norm     1Fam     1Story           5           5      1969
## 1079       Norm   TwnhsE     1Story           6           5      2004
## 1080       Norm     1Fam     1Story           5           5      1994
## 1081       Norm     1Fam     1Story           6           7      1971
## 1082       Norm     1Fam     1Story           5           5      1963
## 1083       Norm     1Fam     1Story           7           5      2002
## 1084       Norm     1Fam     1Story           6           6      1964
## 1085       Norm     1Fam     2Story           6           5      1995
## 1086       Norm     1Fam     SFoyer           6           6      1992
## 1087       Norm   TwnhsE     2Story           4           5      1973
## 1088       Norm     1Fam     2Story           8           5      2005
## 1089       Norm    Twnhs     2Story           7           5      2004
## 1090       Norm   TwnhsE     1Story           8           5      2005
## 1091       Norm   Duplex     1Story           3           4      1950
## 1092       Norm    Twnhs     2Story           7           5      1999
## 1093       Norm     1Fam     1.5Fin           6           5      1925
## 1094       Norm     1Fam     1Story           5           8      1965
## 1095       Norm     1Fam     1Story           5           7      1956
## 1096       Norm     1Fam     1Story           6           5      2006
## 1097       Norm     1Fam     2Story           6           7      1914
## 1098       Norm   TwnhsE     1Story           8           5      1986
## 1099       Norm     1Fam     1.5Fin           4           6      1936
## 1100       Norm     1Fam     1Story           7           5      1978
## 1101       Norm     1Fam     1Story           2           5      1920
## 1102       Norm     1Fam     1Story           5           5      1971
## 1103       Norm     1Fam     1Story           5           7      1960
## 1104       Norm     1Fam     1Story           6           6      1959
## 1105       Norm   TwnhsE     2Story           5           5      1970
## 1106       Norm     1Fam     2Story           8           5      1994
## 1107       Norm     1Fam     1Story           7           5      1990
## 1108       Norm     1Fam     2Story           7           5      2006
## 1109       Norm     1Fam     2Story           6           5      2000
## 1110       Norm     1Fam     1Story           8           5      2004
## 1111       Norm     1Fam     2Story           6           5      1995
## 1112       Norm     1Fam     2Story           7           6      1976
## 1113       Norm     1Fam     1Story           5           7      1957
## 1114       Norm     1Fam     1Story           5           7      1953
## 1115       Norm     1Fam     1Story           5           7      1954
## 1116       Norm     1Fam     1Story           8           5      2007
## 1117       Norm     1Fam       SLvl           8           5      2002
## 1118       Norm     1Fam     1Story           5           7      1967
## 1119       Norm     1Fam       SLvl           5           6      1958
## 1120       Norm     1Fam     1Story           5           5      1959
## 1121       Norm     1Fam     1Story           6           5      1920
## 1122       Norm     1Fam     1Story           7           5      2005
## 1123       Norm     1Fam     1Story           4           3      1956
## 1124       Norm     1Fam     1Story           5           9      1947
## 1125       Norm     1Fam       SLvl           7           5      1992
## 1126       Norm     1Fam     1Story           4           5      1955
## 1127       Norm   TwnhsE     1Story           7           5      2007
## 1128       Norm     1Fam     1Story           7           5      2004
## 1129       Norm     1Fam     2Story           7           5      2004
## 1130       Norm   Duplex     SFoyer           5           5      1980
## 1131       Norm     1Fam     1.5Fin           4           3      1928
## 1132       Norm     1Fam     1Story           5           5      1991
## 1133       Norm     1Fam     2Story           6           4      1880
## 1134       Norm     1Fam     2Story           8           5      1995
## 1135       Norm     1Fam     2Story           6           5      1997
## 1136       Norm     1Fam     1Story           6           5      1926
## 1137       Norm     1Fam     1.5Fin           6           5      1950
## 1138       Norm     1Fam     1.5Fin           5           8      1875
## 1139       Norm     1Fam     1Story           6           5      1977
## 1140       Norm     1Fam     1Story           5           5      1920
## 1141       Norm     1Fam     1Story           5           7      1951
## 1142       Norm     1Fam     2Story           5           7      1976
## 1143       Norm     1Fam     2Story           8           5      2006
## 1144       Norm     1Fam     1Story           5           3      1959
## 1145       Norm   2fmCon     1.5Fin           4           4      1941
## 1146       Norm     1Fam     1.5Fin           5           6      1928
## 1147       Norm     1Fam     1Story           6           5      1985
## 1148       Norm     1Fam     2Story           7           7      1941
## 1149       Norm     1Fam     1.5Fin           7           7      1926
## 1150       Norm     1Fam     2Story           7           9      1920
## 1151       Norm     1Fam     1Story           6           5      1950
## 1152       Norm     1Fam     1Story           5           4      1959
## 1153       Norm     1Fam     1Story           6           7      1956
## 1154       Norm     1Fam     1Story           6           8      1930
## 1155       Norm     1Fam     2Story           7           6      1965
## 1156       Norm     1Fam     1Story           5           8      1976
## 1157       Norm     1Fam       SLvl           5           8      1965
## 1158       Norm    Twnhs     1Story           7           5      2007
## 1159       Norm     1Fam     1Story           8           5      2007
## 1160       Norm     1Fam     2Story           6           6      1974
## 1161       Norm    Twnhs     2Story           6           5      1978
## 1162       Norm     1Fam     1Story           6           7      1954
## 1163       Norm     1Fam     1Story           5           5      1968
## 1164       Norm   Duplex     SFoyer           4           4      1969
## 1165       Norm     1Fam       SLvl           5           7      1978
## 1166       Norm     1Fam     1Story           7           5      2009
## 1167       Norm     1Fam     1Story           8           5      2008
## 1168       Norm     1Fam     2Story           6           5      2000
## 1169       Norm     1Fam     2Story           6           7      1935
## 1170       Norm     1Fam     2Story          10           5      1995
## 1171       Norm     1Fam       SLvl           6           6      1977
## 1172       Norm     1Fam     1Story           6           6      1958
## 1173       Norm   TwnhsE     2Story           7           5      2006
## 1174       Norm     1Fam     1.5Fin           5           6      1946
## 1175       Norm     1Fam     2Story           6           8      1932
## 1176       Norm     1Fam     1.5Fin           8           5      1992
## 1177       Norm     1Fam     1Story           5           5      1984
## 1178       Norm     1Fam     1.5Fin           6           8      1926
## 1179       Norm     1Fam     1.5Fin           5           6      1921
## 1180       Norm     1Fam     1Story           5           5      1954
## 1181       Norm     1Fam     2Story           7           5      1990
## 1182       Norm   TwnhsE     1Story           8           5      2008
## 1183       Norm     1Fam     2Story          10           5      1996
## 1184       Norm     1Fam     1Story           5           6      1920
## 1185       Norm     1Fam     1Story           5           4      1963
## 1186       Norm     1Fam     1.5Fin           5           7      1924
## 1187     Artery   2fmCon     2Story           3           5      1900
## 1188       Norm     1Fam     1Story           8           5      1994
## 1189       Norm     1Fam     2Story           7           5      2002
## 1190       Norm     1Fam     2Story           7           5      1999
## 1191       Norm   2fmCon     1Story           4           4      1961
## 1192       Norm    Twnhs     2Story           8           5      1999
## 1193       Norm     1Fam     1.5Fin           5           8      1925
## 1194       Norm   TwnhsE     1Story           6           5      1999
## 1195       Norm     1Fam     2Story           6           7      1969
## 1196       Norm     1Fam     2Story           6           5      2005
## 1197       Norm     1Fam     2Story           7           5      2006
## 1198       Norm     1Fam     2.5Unf           7           6      1916
## 1199       Norm     1Fam     1Story           7           5      2001
## 1200       Norm     1Fam     1Story           4           5      1963
## 1201       Norm     1Fam     1Story           4           5      1970
## 1202       Norm     1Fam     2Story           7           5      1998
## 1203       Norm     1Fam     1.5Fin           5           8      1925
## 1204       Norm     1Fam     1Story           7           5      2000
##      YearRemodAdd RoofStyle RoofMatl Exterior1st Exterior2nd MasVnrType
## 1            2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 2            1976     Gable  CompShg     MetalSd     MetalSd       None
## 3            2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 4            1970     Gable  CompShg     Wd Sdng     Wd Shng       None
## 5            2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 6            1995     Gable  CompShg     VinylSd     VinylSd       None
## 7            2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 8            1973     Gable  CompShg     HdBoard     HdBoard      Stone
## 9            1950     Gable  CompShg     BrkFace     Wd Shng       None
## 10           1950     Gable  CompShg     MetalSd     MetalSd       None
## 11           1965       Hip  CompShg     HdBoard     HdBoard       None
## 12           2006       Hip  CompShg     WdShing     Wd Shng      Stone
## 13           1962       Hip  CompShg     HdBoard     Plywood       None
## 14           2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 15           1960       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 16           2001     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 17           1970     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 18           1967     Gable  CompShg     MetalSd     MetalSd       None
## 19           2004     Gable  CompShg     VinylSd     VinylSd       None
## 20           1965       Hip  CompShg     BrkFace     Plywood       None
## 21           2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 22           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 23           2002       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 24           1976     Gable  CompShg     CemntBd     CmentBd       None
## 25           2001     Gable  CompShg     Plywood     Plywood       None
## 26           2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 27           2000     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 28           2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 29           1997     Gable  CompShg     MetalSd     MetalSd       None
## 30           1950     Gable  CompShg     MetalSd     MetalSd       None
## 31           1950   Gambrel  CompShg     BrkFace     BrkFace       None
## 32           2006     Gable  CompShg     HdBoard     HdBoard       None
## 33           2007     Gable  CompShg     VinylSd     VinylSd       None
## 34           1959       Hip  CompShg     BrkFace     BrkFace       None
## 35           2005       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 36           2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 37           1995     Gable  CompShg     VinylSd     VinylSd       None
## 38           1990       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 39           2007     Gable  CompShg     VinylSd     VinylSd       None
## 40           1955     Gable  CompShg     AsbShng     Plywood       None
## 41           1965     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 42           1959     Gable  CompShg     VinylSd     VinylSd       None
## 43           1983     Gable  CompShg     HdBoard     HdBoard       None
## 44           1980       Hip  CompShg     VinylSd     VinylSd       None
## 45           1959     Gable  CompShg     BrkFace     Wd Sdng       None
## 46           2005       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 47           2003     Gable  CompShg     VinylSd     VinylSd       None
## 48           2006     Gable  CompShg     VinylSd     VinylSd       None
## 49           2008     Gable  CompShg     MetalSd     MetalSd       None
## 50           1966     Gable  CompShg     HdBoard     HdBoard       None
## 51           1997     Gable  CompShg     VinylSd     VinylSd       None
## 52           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 53           1963     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 54           1987     Gable  WdShngl     WdShing     Wd Shng       None
## 55           1955     Gable  CompShg     MetalSd     MetalSd       None
## 56           1964     Gable  CompShg     HdBoard     Plywood    BrkFace
## 57           2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 58           2004     Gable  CompShg     VinylSd     VinylSd       None
## 59           2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 60           1972     Gable  CompShg     HdBoard     HdBoard       None
## 61           2004     Gable  CompShg     VinylSd     VinylSd       None
## 62           1996     Gable  CompShg     MetalSd     MetalSd       None
## 63           2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 64           1950     Gable  CompShg      Stucco      Stucco       None
## 65           1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 66           2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 67           1989     Gable  CompShg     Plywood     Plywood    BrkFace
## 68           2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 69           1950     Gable  CompShg     MetalSd     MetalSd       None
## 70           1953     Gable  CompShg     BrkFace     AsbShng       None
## 71           1973     Gable  CompShg     Plywood     Plywood    BrkFace
## 72           2006     Gable  CompShg     HdBoard     Plywood       None
## 73           1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 74           2003     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 75           1950   Gambrel  CompShg     VinylSd     VinylSd       None
## 76           1973     Gable  CompShg     CemntBd     CmentBd       None
## 77           1956     Gable  CompShg     VinylSd     VinylSd       None
## 78           2001     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 79           1968       Hip  CompShg     HdBoard     HdBoard       None
## 80           1981     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 81           1968     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 82           1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 83           2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 84           1960     Gable  CompShg     MetalSd     MetalSd     BrkCmn
## 85           1996     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 86           1992       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 87           2005     Gable  CompShg     VinylSd     VinylSd       None
## 88           2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 89           1982       Hip  CompShg     Plywood     Plywood       None
## 90           1995     Gable  CompShg     VinylSd     VinylSd       None
## 91           1950     Gable  CompShg     BrkFace     Wd Sdng       None
## 92           1961       Hip  CompShg     HdBoard     HdBoard     BrkCmn
## 93           2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 94           1998       Hip  CompShg     MetalSd     MetalSd       None
## 95           1997     Gable  CompShg     VinylSd     VinylSd       None
## 96           1993     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 97           1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 98           1965       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 99           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 100          1959     Gable  CompShg     Plywood     Plywood       None
## 101          2001     Gable  CompShg     Plywood     Plywood    BrkFace
## 102          1985     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 103          1979     Gable  CompShg     HdBoard     HdBoard       None
## 104          2009     Gable  CompShg     VinylSd     VinylSd       None
## 105          1950     Gable  CompShg      Stucco      Stucco    BrkFace
## 106          2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 107          1995   Mansard  CompShg     VinylSd     VinylSd       None
## 108          1950     Gable  CompShg     VinylSd     VinylSd       None
## 109          2005     Gable  CompShg     CemntBd     CmentBd       None
## 110          1977       Hip  CompShg     Plywood     Plywood    BrkFace
## 111          1972     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 112          2000     Gable  CompShg     VinylSd     VinylSd       None
## 113          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 114          1953       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 115          2002   Gambrel  CompShg     Wd Sdng     Wd Sdng       None
## 116          1999     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 117          1962     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 118          2007     Gable  CompShg     VinylSd     VinylSd       None
## 119          1990       Hip  CompShg     Plywood     Plywood       None
## 120          2006     Gable  CompShg     VinylSd     VinylSd       None
## 121          1969      Flat    Metal     Plywood     Plywood       None
## 122          1950     Gable  CompShg     AsbShng     AsbShng       None
## 123          1958       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 124          1993     Gable  CompShg     Plywood     Plywood       None
## 125          1998     Gable  CompShg     HdBoard     HdBoard       None
## 126          1982     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 127          1976     Gable  CompShg     Plywood     Plywood       None
## 128          1950     Gable  CompShg     WdShing     Wd Sdng       None
## 129          1966     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 130          1991     Gable  CompShg     Plywood     Plywood    BrkFace
## 131          1966     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 132          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 133          2002     Gable  CompShg     MetalSd     MetalSd       None
## 134          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 135          1993     Gable  CompShg     Plywood     Plywood       None
## 136          1970       Hip  CompShg     Plywood     Plywood    BrkFace
## 137          1967     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 138          1989     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 139          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 140          1997     Gable  CompShg     VinylSd     VinylSd       None
## 141          1971     Gable  CompShg     HdBoard     HdBoard       None
## 142          2005     Gable  CompShg     VinylSd     VinylSd       None
## 143          1952     Gable  CompShg     BrkFace     Wd Sdng       None
## 144          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 145          1963     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 146          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 147          1993     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 148          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 149          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 150          1950     Gable  CompShg     MetalSd     MetalSd       None
## 151          1975     Gable  CompShg     HdBoard     HdBoard       None
## 152          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 153          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 154          1975      Flat  CompShg     BrkFace     Plywood       None
## 155          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 156          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 157          1950       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 158          2010     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 159          2005     Gable  CompShg     VinylSd     VinylSd       None
## 160          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 161          1984     Gable  CompShg     Plywood     Plywood       None
## 162          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 163          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 164          1956     Gable  CompShg     MetalSd     MetalSd       None
## 165          2004     Gable  CompShg     MetalSd     MetalSd       None
## 166          1999     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 167          1993       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 168          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 169          2004     Gable  CompShg     VinylSd     VinylSd       None
## 170          1981       Hip  WdShake     Plywood     Plywood    BrkFace
## 171          1950     Gable  CompShg     MetalSd     MetalSd       None
## 172          1960       Hip  CompShg     BrkFace     Plywood      Stone
## 173          1987     Gable  CompShg     HdBoard     HdBoard       None
## 174          1961     Gable  CompShg     WdShing     Wd Shng     BrkCmn
## 175          1986     Gable  CompShg     VinylSd     Plywood      Stone
## 176          2001     Gable  CompShg     WdShing     Wd Shng       None
## 177          1989     Gable  CompShg     Plywood     Plywood    BrkFace
## 178          1958     Gable  CompShg     MetalSd     MetalSd       None
## 179          2009       Hip  CompShg     VinylSd     VinylSd      Stone
## 180          2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 181          2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 182          1950     Gable  CompShg      Stucco      Stucco       None
## 183          2006       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 184          2003     Gable  CompShg     VinylSd     VinylSd       None
## 185          1991     Gable  CompShg     AsbShng     Plywood       None
## 186          1993     Gable  WdShngl     Wd Sdng     Wd Sdng       None
## 187          1991     Gable  CompShg     HdBoard     HdBoard       None
## 188          1987     Gable  CompShg     HdBoard     HdBoard       None
## 189          1979     Gable  CompShg     Plywood     Plywood      Stone
## 190          2002     Gable  CompShg     CemntBd     CmentBd       None
## 191          1994       Hip  CompShg     BrkFace     BrkFace       None
## 192          2004     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 193          1999     Gable  CompShg     VinylSd     VinylSd       None
## 194          2004     Gable  CompShg     VinylSd     VinylSd      Stone
## 195          1972       Hip  CompShg     HdBoard     HdBoard       None
## 196          1976     Gable  CompShg     Plywood     Brk Cmn       None
## 197          2007       Hip  CompShg     CemntBd     CmentBd      Stone
## 198          1990     Gable  CompShg      Stucco      Stucco       None
## 199          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 200          2005       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 201          2004     Gable  CompShg     VinylSd     VinylSd       None
## 202          1977     Gable  CompShg     Plywood     Plywood       None
## 203          1950     Gable  CompShg     MetalSd     MetalSd       None
## 204          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 205          1950     Gable  CompShg     AsbShng     AsbShng       None
## 206          1990     Gable  CompShg     HdBoard     HdBoard       None
## 207          1962     Gable  CompShg     HdBoard     HdBoard       None
## 208          1960     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 209          1989     Gable  CompShg     Plywood     Plywood    BrkFace
## 210          1964       Hip  CompShg     HdBoard     HdBoard      Stone
## 211          1950     Gable  CompShg      Stucco      Stucco       None
## 212          2009     Gable  CompShg     VinylSd     VinylSd       None
## 213          2009     Gable  CompShg     VinylSd     VinylSd       None
## 214          1995     Gable  CompShg     VinylSd     VinylSd       None
## 215          1977     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 216          1996     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 217          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 218          1950     Gable  CompShg     MetalSd     MetalSd       None
## 219          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 220          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 221          2006     Gable  CompShg     VinylSd     VinylSd       None
## 222          2002     Gable  CompShg     VinylSd     VinylSd       None
## 223          1975     Gable  CompShg     VinylSd     VinylSd       None
## 224          1971     Gable  CompShg     HdBoard     HdBoard       None
## 225          2003       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 226          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 227          1995     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 228          1970     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 229          1967     Gable  CompShg     HdBoard     HdBoard       None
## 230          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 231          1959       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 232          1996     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 233          1972     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 234          1976     Gable  CompShg     HdBoard     HdBoard       None
## 235          2002     Gable  CompShg     VinylSd     VinylSd       <NA>
## 236          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 237          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 238          2003     Gable  CompShg     HdBoard     HdBoard       None
## 239          2007       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 240          1950     Gable  CompShg     VinylSd     VinylSd       None
## 241          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 242          1997     Gable  CompShg     VinylSd     VinylSd       None
## 243          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 244          1980     Gable  CompShg     Plywood     Plywood       None
## 245          2002     Gable  CompShg     VinylSd     VinylSd       None
## 246          1988     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 247          1950     Gable  CompShg     AsbShng     AsbShng       None
## 248          1954       Hip  CompShg     Wd Sdng     BrkFace       None
## 249          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 250          2006     Gable  CompShg     Wd Sdng     HdBoard     BrkCmn
## 251          1966     Gable  CompShg     Wd Sdng     Plywood       None
## 252          2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 253          2004     Gable  CompShg     VinylSd     VinylSd       None
## 254          1991       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 255          1957     Gable  CompShg     MetalSd     MetalSd       None
## 256          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 257          2003     Gable  CompShg     VinylSd     VinylSd       None
## 258          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 259          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 260          1956     Gable  CompShg     BrkFace     BrkFace       None
## 261          1962     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 262          2007     Gable  CompShg     CemntBd     CmentBd      Stone
## 263          1995     Gable  CompShg     HdBoard     Plywood    BrkFace
## 264          2001     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 265          2004     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 266          1981     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 267          1997     Gable  CompShg     VinylSd     VinylSd       None
## 268          1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 269          1955     Gable  CompShg     VinylSd     VinylSd       None
## 270          1976       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 271          2006     Gable  CompShg     VinylSd     VinylSd       None
## 272          2005      Flat  Membran     Plywood     Plywood       None
## 273          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 274          1988       Hip  CompShg     Wd Sdng     Wd Sdng     BrkCmn
## 275          1982     Gable  CompShg     HdBoard     ImStucc       None
## 276          2007     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 277          2003     Gable  CompShg     VinylSd     VinylSd       None
## 278          1951     Gable  CompShg     VinylSd     VinylSd       None
## 279          2007     Gable  CompShg     CemntBd     CmentBd    BrkFace
## 280          1977       Hip  CompShg     Plywood     Plywood    BrkFace
## 281          1989     Gable  CompShg     Plywood     Plywood    BrkFace
## 282          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 283          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 284          2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 285          1992     Gable  CompShg     Plywood     ImStucc       None
## 286          2007     Gable  CompShg     MetalSd     MetalSd       None
## 287          1981     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 288          1971     Gable  CompShg     HdBoard     HdBoard       None
## 289          1967     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 290          2003     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 291          2006     Gable  CompShg     VinylSd     VinylSd       None
## 292          2000     Gable  CompShg     VinylSd     VinylSd       None
## 293          2008     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 294          1994     Gable  CompShg     Plywood     Plywood    BrkFace
## 295          1953       Hip  CompShg     HdBoard     HdBoard      Stone
## 296          1984     Gable  CompShg     HdBoard     HdBoard       None
## 297          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 298          1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 299          1968   Mansard  CompShg     HdBoard     AsphShn    BrkFace
## 300          2004     Gable  CompShg     HdBoard     HdBoard       None
## 301          1953       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 302          1999     Gable  CompShg     VinylSd     VinylSd       None
## 303          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 304          1972     Gable  CompShg     VinylSd     VinylSd       None
## 305          2002     Gable  CompShg     CemntBd     CmentBd       None
## 306          2005     Gable  CompShg     CemntBd     CmentBd      Stone
## 307          1991     Gable  CompShg     HdBoard     Plywood    BrkFace
## 308          1950     Gable  CompShg     MetalSd     MetalSd       None
## 309          1950     Gable  CompShg     VinylSd     VinylSd       None
## 310          2004     Gable  CompShg     VinylSd     VinylSd       None
## 311          1994     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 312          2002     Gable  CompShg     VinylSd     VinylSd       None
## 313          1950     Gable  CompShg     MetalSd     MetalSd       None
## 314          1965       Hip  CompShg     BrkFace     BrkFace       None
## 315          1990     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 316          2005     Gable  CompShg     VinylSd     VinylSd       None
## 317          1980     Gable  CompShg     CemntBd     CmentBd    BrkFace
## 318          2006     Gable  CompShg     VinylSd     VinylSd       None
## 319          1993     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 320          1980     Gable  CompShg     Plywood     Plywood    BrkFace
## 321          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 322          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 323          1987     Gable  CompShg     Plywood     Plywood    BrkFace
## 324          2005     Gable  CompShg     VinylSd     VinylSd       None
## 325          2007   Mansard  WdShake     Wd Sdng     Wd Sdng    BrkFace
## 326          1950     Gable  CompShg     MetalSd     MetalSd       None
## 327          1993     Gable  CompShg     BrkFace     BrkFace       None
## 328          1960       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 329          1994     Gable  CompShg     Wd Sdng     Wd Shng       None
## 330          1950     Gable  CompShg     Wd Sdng     Wd Shng       None
## 331          1964     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 332          1992     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 333          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 334          2004     Gable  CompShg     VinylSd     VinylSd      Stone
## 335          1998     Gable  CompShg     VinylSd     VinylSd       None
## 336          1965     Gable  CompShg     Plywood     Plywood       None
## 337          2006       Hip  CompShg     VinylSd     VinylSd      Stone
## 338          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 339          1998     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 340          1998       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 341          2002     Gable  CompShg     VinylSd     VinylSd       None
## 342          1950     Gable  CompShg     Wd Sdng     AsbShng       None
## 343          1950     Gable  CompShg      Stucco      Stucco    BrkFace
## 344          2005       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 345          1976     Gable  CompShg     CemntBd     CmentBd       None
## 346          1950     Gable  CompShg     MetalSd     MetalSd       None
## 347          1998       Hip  CompShg     MetalSd     MetalSd       None
## 348          1960     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 349          2004     Gable  CompShg     VinylSd     Wd Shng      Stone
## 350          2006       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 351          2007       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 352          1986     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 353          1950     Gable  CompShg     VinylSd     VinylSd       None
## 354          2003     Gable  CompShg     VinylSd     VinylSd       None
## 355          2000     Gable  CompShg     Wd Sdng     MetalSd       None
## 356          1995     Gable  CompShg     VinylSd     VinylSd       None
## 357          1992     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 358          1976     Gable  CompShg     CemntBd     CmentBd       None
## 359          1958       Hip  CompShg     Wd Sdng     ImStucc    BrkFace
## 360          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 361          1978     Gable  CompShg     VinylSd     VinylSd       None
## 362          1982     Gable  CompShg     MetalSd     MetalSd       None
## 363          2003     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 364          2007     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 365          1976     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 366          1997       Hip  CompShg     VinylSd     VinylSd       None
## 367          1963     Gable  CompShg     Plywood     Plywood    BrkFace
## 368          1962     Gable  Tar&Grv     Plywood     Plywood    BrkFace
## 369          1954     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 370          2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 371          2000     Gable  CompShg     VinylSd     VinylSd       None
## 372          1959     Gable  CompShg     WdShing     Plywood       None
## 373          1984     Gable  CompShg     Plywood     Plywood       None
## 374          1953     Gable  CompShg     MetalSd     MetalSd       None
## 375          2004     Gable  CompShg     VinylSd     VinylSd       None
## 376          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 377          1996     Gable  CompShg     VinylSd     VinylSd       None
## 378          2005     Gable  CompShg     CemntBd     CmentBd       None
## 379          2010       Hip  CompShg     VinylSd     VinylSd      Stone
## 380          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 381          1950     Gable  CompShg     BrkFace     Wd Sdng       None
## 382          2006     Gable  CompShg     VinylSd     VinylSd       None
## 383          2006     Gable  CompShg     VinylSd     VinylSd       None
## 384          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 385          1992     Gable  CompShg     HdBoard     HdBoard       None
## 386          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 387          1996   Gambrel  CompShg     Wd Sdng     VinylSd       None
## 388          1976       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 389          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 390          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 391          1950     Gable  CompShg     MetalSd     MetalSd       None
## 392          2002     Gable  CompShg     VinylSd     VinylSd       None
## 393          1959     Gable  CompShg     MetalSd     MetalSd       None
## 394          1950     Gable  CompShg     WdShing     Wd Shng       None
## 395          1950     Gable  CompShg     MetalSd     MetalSd       None
## 396          1956     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 397          1972       Hip  CompShg     MetalSd     MetalSd       None
## 398          1962     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 399          1950     Gable  CompShg     MetalSd     MetalSd       None
## 400          2007     Gable  CompShg     CemntBd     CmentBd      Stone
## 401          1996     Gable  CompShg     BrkFace     BrkFace       None
## 402          2005     Gable  CompShg     VinylSd     VinylSd       None
## 403          1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 404          1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 405          1996     Gable  CompShg     MetalSd     MetalSd       None
## 406          1993     Gable  CompShg     Plywood     Plywood       None
## 407          1950     Gable  CompShg     MetalSd     MetalSd       None
## 408          1976     Gable  CompShg     Wd Sdng     Plywood       None
## 409          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 410          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 411          1958     Gable  CompShg     BrkComm     Brk Cmn       None
## 412          1955       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 413          2009     Gable  CompShg     MetalSd     MetalSd      Stone
## 414          1950     Gable  CompShg     WdShing     Wd Shng       None
## 415          1993     Gable  CompShg     VinylSd     VinylSd       None
## 416          2007     Gable  CompShg     VinylSd     VinylSd       None
## 417          1978       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 418          1950       Hip  CompShg     Wd Sdng      Stucco       None
## 419          1950     Gable  CompShg     MetalSd     MetalSd       None
## 420          1968     Gable  CompShg     VinylSd     VinylSd       None
## 421          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 422          2000     Gable  CompShg     CemntBd     CmentBd      Stone
## 423          1954       Hip  CompShg     HdBoard     HdBoard       None
## 424          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 425          1956     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 426          1992     Gable  CompShg     HdBoard     HdBoard       None
## 427          1989     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 428          1957       Hip  CompShg     MetalSd     MetalSd       None
## 429          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 430          1988     Gable  CompShg     HdBoard     HdBoard       None
## 431          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 432          1998     Gable  CompShg     MetalSd     MetalSd       None
## 433          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 434          1998     Gable  CompShg     VinylSd     VinylSd       None
## 435          1972     Gable  CompShg     CemntBd     CmentBd       None
## 436          1996     Gable  CompShg     VinylSd     VinylSd       None
## 437          1950     Gable  CompShg      Stucco      Stucco       None
## 438          2004     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 439          2002     Gable  CompShg     WdShing      Stucco       None
## 440          2000     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 441          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 442          1955     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 443          1992     Gable  CompShg     MetalSd     MetalSd       None
## 444          2007     Gable  CompShg     WdShing     Wd Shng    BrkFace
## 445          1995     Gable  CompShg     VinylSd     VinylSd       None
## 446          1956       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 447          2002     Gable  CompShg     BrkFace     Plywood       None
## 448          1999     Gable  CompShg     VinylSd     VinylSd       None
## 449          1950     Gable  CompShg     MetalSd     MetalSd       None
## 450          2002     Gable  CompShg     MetalSd     MetalSd       None
## 451          2005       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 452          1975     Gable  WdShngl     Plywood     Plywood       None
## 453          1997       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 454          2008     Gable  CompShg     VinylSd     VinylSd       None
## 455          1976     Gable  CompShg     Plywood     Plywood       None
## 456          1973       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 457          1950     Gable  CompShg     AsbShng     AsbShng       None
## 458          1994      Flat  Tar&Grv     Plywood     Plywood       None
## 459          1996       Hip  CompShg      Stucco     Wd Shng       None
## 460          1950     Gable  CompShg     MetalSd     MetalSd     BrkCmn
## 461          2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 462          2007     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 463          1965     Gable  CompShg     MetalSd     MetalSd       None
## 464          1995       Hip  CompShg      Stucco      Stucco       None
## 465          1978     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 466          2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 467          1970      Flat  Tar&Grv     Plywood     Plywood       None
## 468          1995     Gable  CompShg     MetalSd     MetalSd      Stone
## 469          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 470          1993     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 471          1985     Gable  CompShg     HdBoard     HdBoard       None
## 472          1977   Mansard  WdShake     WdShing     Plywood       None
## 473          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 474          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 475          2000     Gable  CompShg     CemntBd     CmentBd       None
## 476          1963       Hip  CompShg     HdBoard     HdBoard       None
## 477          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 478          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 479          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 480          2000       Hip  CompShg      Stucco      Stucco     BrkCmn
## 481          2005       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 482          2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 483          2005     Gable  CompShg      Stucco      Stucco       None
## 484          1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 485          2001     Gable  CompShg     HdBoard     Plywood       None
## 486          2007     Gable  CompShg     MetalSd     MetalSd       None
## 487          1965       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 488          1971     Gable  CompShg     Plywood     Plywood       None
## 489          1970     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 490          2002     Gable  CompShg     CemntBd     CmentBd       None
## 491          1976     Gable  CompShg     CemntBd     CmentBd       None
## 492          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 493          2006     Gable  CompShg     VinylSd     VinylSd       None
## 494          1960     Gable  CompShg     BrkFace     Wd Sdng       None
## 495          1996     Gable  CompShg     MetalSd     MetalSd       None
## 496          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 497          1993       Hip  CompShg     BrkFace     BrkFace       None
## 498          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 499          2004       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 500          1985     Gable  CompShg     MetalSd     MetalSd       None
## 501          1973     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 502          2005     Gable  CompShg     VinylSd     VinylSd       None
## 503          1965       Hip  CompShg     MetalSd     MetalSd       None
## 504          1997     Gable  CompShg     BrkFace     Wd Sdng       None
## 505          1974     Gable  CompShg     Plywood     Brk Cmn       None
## 506          1952       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 507          1994     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 508          2009     Gable  CompShg     VinylSd     VinylSd       None
## 509          2005   Gambrel  CompShg     MetalSd     MetalSd       None
## 510          1959     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 511          2000       Hip  CompShg     Wd Sdng     Wd Sdng     BrkCmn
## 512          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 513          1958     Gable  CompShg     VinylSd     VinylSd       None
## 514          1983     Gable  CompShg     VinylSd     VinylSd       None
## 515          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 516          2009       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 517          1972     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 518          1997     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 519          1998     Gable  CompShg     VinylSd     VinylSd       None
## 520          2004   Gambrel  CompShg     MetalSd     MetalSd       None
## 521          2000     Gable  CompShg     MetalSd     MetalSd       None
## 522          1957     Gable  CompShg     VinylSd     VinylSd       None
## 523          1950     Gable  CompShg     CemntBd     CmentBd       None
## 524          2008       Hip  CompShg     CemntBd     CmentBd      Stone
## 525          1997     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 526          2005     Gable  CompShg     VinylSd     VinylSd       None
## 527          2000       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 528          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 529          2002     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 530          1975       Hip  CompShg     Wd Sdng       Stone       <NA>
## 531          1989     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 532          1999     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 533          2007     Gable  CompShg     VinylSd     VinylSd       None
## 534          1950     Gable  CompShg     VinylSd     VinylSd       None
## 535          2004     Gable  CompShg     VinylSd     VinylSd       None
## 536          1991     Gable  CompShg     MetalSd     MetalSd       None
## 537          1999     Gable  CompShg     VinylSd     VinylSd       None
## 538          1972       Hip  CompShg     MetalSd     MetalSd       None
## 539          1968       Hip  CompShg     Plywood     Plywood    BrkFace
## 540          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 541          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 542          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 543          1999       Hip  CompShg     VinylSd     VinylSd       None
## 544          1998     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 545          2006     Gable  CompShg     VinylSd     VinylSd       None
## 546          1988     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 547          1950     Gable  CompShg     BrkFace     Wd Sdng       None
## 548          1970     Gable  CompShg     VinylSd     VinylSd       None
## 549          1995     Gable  CompShg     MetalSd     MetalSd       None
## 550          2004     Gable  CompShg     VinylSd     VinylSd       None
## 551          1977     Gable  CompShg     Plywood     Plywood       None
## 552          1957       Hip  CompShg     BrkFace     BrkFace       None
## 553          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 554          2003     Gable  CompShg     VinylSd     VinylSd       None
## 555          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 556          1950     Gable  CompShg     MetalSd     MetalSd       None
## 557          1957     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 558          1950     Gable  CompShg     MetalSd     MetalSd       None
## 559          1997     Gable  CompShg     HdBoard     HdBoard       None
## 560          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 561          1996       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 562          1975     Gable  CompShg     HdBoard     HdBoard       None
## 563          1969     Gable  CompShg     WdShing     Wd Shng       None
## 564          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 565          2000     Gable  CompShg     HdBoard     HdBoard       None
## 566          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 567          2007       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 568          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 569          2009     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 570          1979     Gable  CompShg     MetalSd     MetalSd       None
## 571          1965     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 572          1959     Gable  CompShg     WdShing     Wd Shng    BrkFace
## 573          2009     Gable  CompShg     VinylSd     VinylSd       None
## 574          2000     Gable  CompShg     VinylSd     VinylSd       None
## 575          2005   Gambrel  CompShg     MetalSd     AsphShn    BrkFace
## 576          1950     Gable  CompShg     MetalSd     MetalSd       None
## 577          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 578          1966     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 579          2007     Gable  CompShg     VinylSd     VinylSd       None
## 580          1954     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 581          1987     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 582          2009       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 583          1990     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 584          2000     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 585          1995     Gable  CompShg     AsbShng     AsbShng       None
## 586          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 587          2000     Gable  CompShg      Stucco     Wd Shng       None
## 588          1982       Hip  CompShg     HdBoard     HdBoard       None
## 589          2003      Flat  Tar&Grv     Wd Sdng     Wd Sdng       None
## 590          1960     Gable  CompShg     VinylSd     VinylSd       None
## 591          2004     Gable  CompShg     VinylSd     VinylSd       None
## 592          2008     Gable  CompShg     CemntBd     CmentBd      Stone
## 593          2003     Gable  CompShg     HdBoard     HdBoard       None
## 594          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 595          1975       Hip  CompShg     HdBoard     HdBoard       None
## 596          2006     Gable  CompShg     VinylSd       Other    BrkFace
## 597          1993     Gable  CompShg     VinylSd     VinylSd       None
## 598          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 599          1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 600          1980     Gable  CompShg     MetalSd     MetalSd       None
## 601          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 602          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 603          1992     Gable  CompShg     HdBoard     HdBoard       None
## 604          2005     Gable  CompShg     MetalSd     MetalSd       None
## 605          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 606          1990     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 607          1996     Gable  CompShg     VinylSd     VinylSd       None
## 608          2002     Gable  CompShg     MetalSd     MetalSd       None
## 609          1998     Gable  CompShg     BrkFace     Wd Sdng       None
## 610          1961     Gable  CompShg     VinylSd     VinylSd     BrkCmn
## 611          2000       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 612          1978     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 613          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 614          2007     Gable  CompShg     VinylSd     VinylSd       None
## 615          1972     Gable  CompShg     CemntBd     CmentBd       None
## 616          1963     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 617          2003     Gable  CompShg     VinylSd     VinylSd       None
## 618          1954     Gable  CompShg     MetalSd     MetalSd       None
## 619          2007       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 620          2003       Hip  CompShg     VinylSd     VinylSd      Stone
## 621          1950     Gable  CompShg      Stucco      Stucco       None
## 622          1997     Gable  CompShg     HdBoard     HdBoard       None
## 623          1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 624          2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 625          1972     Gable  CompShg     VinylSd     VinylSd       None
## 626          1962       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 627          1978       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 628          1972     Gable  CompShg     AsbShng     AsbShng    BrkFace
## 629          1969     Gable  CompShg     Plywood     Plywood    BrkFace
## 630          1964     Gable  WdShngl     Plywood     Wd Sdng    BrkFace
## 631          1991     Gable  CompShg     VinylSd     VinylSd       None
## 632          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 633          1977       Hip  CompShg     Plywood     Plywood    BrkFace
## 634          2005     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 635          1980     Gable  CompShg     Plywood     Plywood       None
## 636          1995       Hip  CompShg     VinylSd     VinylSd       None
## 637          1950     Gable  CompShg     AsbShng     AsbShng       None
## 638          1954     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 639          1950     Gable  CompShg     MetalSd     Wd Sdng       None
## 640          2006       Hip  CompShg     VinylSd     VinylSd       None
## 641          2004       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 642          2001     Gable  CompShg     VinylSd     VinylSd       None
## 643          1995     Gable  CompShg     Plywood     Wd Sdng       None
## 644          1969   Mansard  CompShg     WdShing     HdBoard    BrkFace
## 645          2009     Gable  CompShg     CemntBd     CmentBd      Stone
## 646          1971       Hip  CompShg     Plywood     Plywood       None
## 647          1950       Hip  CompShg     MetalSd     MetalSd       None
## 648          1953       Hip  CompShg     Wd Sdng     Wd Sdng      Stone
## 649          1966     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 650          1970     Gable  CompShg     CemntBd     CmentBd       None
## 651          2007     Gable  CompShg     CemntBd     CmentBd       <NA>
## 652          1950     Gable  CompShg     MetalSd     MetalSd       None
## 653          1996     Gable  CompShg     VinylSd     VinylSd       None
## 654          1995     Gable  CompShg     MetalSd     MetalSd       None
## 655          1995       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 656          1971     Gable  CompShg     HdBoard     ImStucc    BrkFace
## 657          2006     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 658          2000     Gable  CompShg      Stucco     Wd Shng       None
## 659          1950     Gable  CompShg     VinylSd     VinylSd       None
## 660          1999       Hip  CompShg     MetalSd     MetalSd       None
## 661          1976     Gable  CompShg     Plywood     Plywood    BrkFace
## 662          2005       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 663          1968       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 664          1972     Gable  CompShg     Plywood     Plywood       None
## 665          2006     Gable  CompShg     VinylSd     VinylSd       None
## 666          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 667          1979      Flat  Tar&Grv     Plywood     Plywood     BrkCmn
## 668          1998     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 669          1987     Gable  CompShg     CemntBd     Wd Sdng       None
## 670          1950     Gable  CompShg     MetalSd     MetalSd       None
## 671          2005     Gable  CompShg     VinylSd     VinylSd       None
## 672          1950   Gambrel  CompShg     Wd Sdng     Wd Sdng       None
## 673          1977     Gable  CompShg     Plywood     Plywood       None
## 674          2004       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 675          1965     Gable  CompShg     HdBoard     HdBoard       None
## 676          1978     Gable  CompShg     Plywood     Brk Cmn       None
## 677          1950     Gable  CompShg     AsbShng      Stucco       None
## 678          2006     Gable  CompShg     VinylSd     VinylSd       None
## 679          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 680          1961       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 681          1980     Gable  CompShg     Plywood     Plywood       None
## 682          2000     Gable  CompShg     VinylSd      Stucco       None
## 683          1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 684          2002       Hip  CompShg     VinylSd     VinylSd      Stone
## 685          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 686          1984     Gable  CompShg     HdBoard     HdBoard       None
## 687          2007     Gable  CompShg     VinylSd     VinylSd       None
## 688          2004     Gable  CompShg     MetalSd     MetalSd       None
## 689          2007     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 690          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 691          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 692          1995     Gable  WdShngl     HdBoard     HdBoard    BrkFace
## 693          1990       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 694          1968     Gable  CompShg     MetalSd     MetalSd       None
## 695          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 696          1987     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 697          1950     Gable  CompShg     Wd Sdng     Wd Shng       None
## 698          1952     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 699          2009     Gable  CompShg     MetalSd     MetalSd       None
## 700          2004     Gable  CompShg     MetalSd     MetalSd       None
## 701          2002       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 702          1969       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 703          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 704          1996     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 705          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 706          1950       Hip  CompShg     VinylSd     Wd Shng       None
## 707          2002     Gable  CompShg     Plywood     Plywood      Stone
## 708          2006       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 709          2007       Hip  CompShg     VinylSd     VinylSd       None
## 710          1966     Gable  CompShg     HdBoard     HdBoard     BrkCmn
## 711          2003     Gable  CompShg     VinylSd     VinylSd       None
## 712          1950     Gable  CompShg     MetalSd     MetalSd       None
## 713          1989     Gable  CompShg     HdBoard     HdBoard       None
## 714          1970     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 715          2005     Gable  CompShg     HdBoard     Plywood    BrkFace
## 716          1974       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 717          1998     Gable  CompShg     Wd Sdng     VinylSd       None
## 718          2000     Gable  CompShg     HdBoard     HdBoard       None
## 719          1994       Hip  CompShg     Wd Sdng     ImStucc    BrkFace
## 720          1969     Gable  CompShg     HdBoard     Plywood       None
## 721          1985     Gable  CompShg     HdBoard     HdBoard       None
## 722          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 723          1970     Gable  CompShg     MetalSd     MetalSd       None
## 724          1972     Gable  CompShg     MetalSd     MetalSd       None
## 725          2008       Hip  CompShg     CemntBd     CmentBd      Stone
## 726          1970     Gable  CompShg     HdBoard     Plywood       None
## 727          2007       Hip  CompShg     Wd Sdng     Plywood    BrkFace
## 728          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 729          1958     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 730          1950     Gable  CompShg     MetalSd     MetalSd       None
## 731          1996     Gable  CompShg     CemntBd     CmentBd       None
## 732          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 733          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 734          1983       Hip  CompShg     HdBoard     HdBoard       None
## 735          1968     Gable  CompShg     Plywood     Plywood       None
## 736          1970     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 737          1950     Gable  CompShg      Stucco       Stone       None
## 738          2005     Gable  CompShg     VinylSd     VinylSd       None
## 739          1988     Gable  CompShg     Plywood     Plywood       None
## 740          2004     Gable  CompShg     VinylSd     VinylSd       None
## 741          2002     Gable  CompShg     Wd Sdng     Wd Shng       None
## 742          1996       Hip  CompShg     HdBoard     HdBoard       None
## 743          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 744          1999     Gable  CompShg     HdBoard     HdBoard       None
## 745          1993     Gable  CompShg     HdBoard     HdBoard       None
## 746          1996       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 747          2000     Gable  CompShg     VinylSd     VinylSd       None
## 748          2003   Mansard  CompShg      Stucco      Stucco       None
## 749          1996       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 750          1950     Gable  CompShg     WdShing     Wd Shng       None
## 751          2004     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 752          2003     Gable  CompShg     VinylSd     VinylSd       None
## 753          1997     Gable  CompShg     VinylSd     VinylSd       None
## 754          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 755          2005     Gable  CompShg     Plywood     Plywood       None
## 756          1999     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 757          2007     Gable  CompShg     VinylSd     VinylSd       None
## 758          1978       Hip  CompShg     HdBoard     HdBoard     BrkCmn
## 759          1999     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 760          1995     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 761          1959       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 762          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 763          2009     Gable  CompShg     VinylSd     VinylSd       None
## 764          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 765          1996       Hip  CompShg     BrkFace     BrkFace       None
## 766          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 767          1988     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 768          1985     Gable  CompShg     VinylSd     VinylSd       None
## 769          2005       Hip  CompShg     VinylSd     VinylSd       None
## 770          2003       Hip  CompShg     CemntBd     Wd Shng    BrkFace
## 771          1982       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 772          1951     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 773          1976     Gable  CompShg     Plywood     Plywood       None
## 774          1958     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 775          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 776          1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 777          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 778          1974       Hip  CompShg     HdBoard     Plywood       None
## 779          1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 780          1977     Gable  CompShg     Plywood     ImStucc    BrkFace
## 781          1996     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 782          1992     Gable  CompShg     VinylSd     VinylSd       None
## 783          2002     Gable  CompShg     VinylSd     VinylSd       None
## 784          1978     Gable  CompShg     Plywood     Plywood    BrkFace
## 785          2001     Gable  CompShg     Wd Sdng     Wd Shng       None
## 786          1967     Gable  CompShg     BrkFace     Wd Sdng       None
## 787          1950     Gable  CompShg     MetalSd     MetalSd       None
## 788          2004     Gable  CompShg     VinylSd     VinylSd       None
## 789          2000     Gable  CompShg     MetalSd     MetalSd       None
## 790          2007     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 791          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 792          1976     Gable  CompShg     HdBoard     HdBoard       None
## 793          1997     Gable  CompShg     MetalSd     MetalSd       None
## 794          2007     Gable  CompShg     CemntBd     CmentBd      Stone
## 795          1996     Gable  CompShg     MetalSd     MetalSd       None
## 796          1981     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 797          1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 798          1953     Gable  CompShg     VinylSd     VinylSd       None
## 799          2009       Hip  CompShg     VinylSd     VinylSd      Stone
## 800          1950     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 801          1997     Gable  CompShg     VinylSd     VinylSd       None
## 802          1990     Gable  CompShg     MetalSd     MetalSd       None
## 803          2005     Gable  CompShg     WdShing     Wd Shng       None
## 804          2009       Hip  CompShg     VinylSd     VinylSd      Stone
## 805          1954     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 806          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 807          1967     Gable  CompShg     VinylSd     VinylSd       None
## 808          2004     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 809          1966     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 810          1965       Hip  CompShg     AsbShng     AsbShng       None
## 811          1999       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 812          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 813          1952       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 814          1958     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 815          1950     Gable  CompShg      Stucco      Stucco       None
## 816          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 817          1954     Gable  CompShg     BrkFace     BrkFace       None
## 818          2002       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 819          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 820          2010     Gable  CompShg     VinylSd     VinylSd      Stone
## 821          2003     Gable  CompShg     VinylSd     VinylSd       None
## 822          1953     Gable  CompShg     MetalSd     MetalSd       None
## 823          2003     Gable  CompShg     VinylSd     VinylSd       None
## 824          1950     Gable  CompShg     VinylSd     VinylSd       None
## 825          2006     Gable  CompShg     VinylSd     VinylSd       None
## 826          2008       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 827          1950     Gable  CompShg     MetalSd     MetalSd       None
## 828          2001     Gable  CompShg     VinylSd     VinylSd       None
## 829          1967      Flat  Tar&Grv     Plywood     Plywood       None
## 830          2005     Gable  CompShg     MetalSd     MetalSd       None
## 831          1957     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 832          2005     Gable  CompShg     MetalSd     MetalSd       None
## 833          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 834          1964     Gable  CompShg     HdBoard     Plywood    BrkFace
## 835          1961     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 836          1995     Gable  CompShg     VinylSd     HdBoard       None
## 837          1973     Gable  CompShg     VinylSd     VinylSd       None
## 838          1973     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 839          2006     Gable  CompShg     VinylSd     VinylSd       None
## 840          1995     Gable  CompShg     MetalSd     MetalSd       None
## 841          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 842          2002     Gable  CompShg     MetalSd     MetalSd       None
## 843          1966     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 844          1961     Gable  CompShg     BrkFace     BrkFace       None
## 845          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 846          1981     Gable  CompShg     HdBoard     HdBoard       None
## 847          1993     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 848          1972     Gable  CompShg     HdBoard     Plywood       None
## 849          1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 850          1994       Hip  CompShg     Plywood     Plywood    BrkFace
## 851          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 852          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 853          1950     Gable  CompShg     MetalSd     MetalSd       None
## 854          1964     Gable  CompShg     MetalSd     HdBoard    BrkFace
## 855          1974       Hip  CompShg     Wd Sdng     Plywood       None
## 856          2010     Gable  CompShg     HdBoard     HdBoard       None
## 857          1978     Gable  CompShg     Plywood     HdBoard       None
## 858          1995     Gable  CompShg     HdBoard     HdBoard       None
## 859          1976     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 860          1984     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 861          1998     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 862          1965       Hip  CompShg     Plywood     HdBoard       None
## 863          1985       Hip  CompShg     HdBoard     Plywood       None
## 864          1959       Hip  CompShg     BrkFace     Plywood       None
## 865          2008     Gable  CompShg     VinylSd     VinylSd       None
## 866          1970     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 867          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 868          1961     Gable  CompShg     VinylSd     VinylSd       None
## 869          1950     Gable  CompShg     Plywood     Plywood       None
## 870          1994     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 871          1962       Hip  CompShg     MetalSd     MetalSd       None
## 872          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 873          1996     Gable  CompShg     WdShing     Wd Shng       None
## 874          1950     Gable  CompShg     HdBoard     HdBoard       None
## 875          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 876          2007     Gable  CompShg     CemntBd     CmentBd       None
## 877          1963     Gable  CompShg     HdBoard     Plywood       None
## 878          2005       Hip  CompShg     VinylSd     VinylSd      Stone
## 879          1995     Gable  CompShg     HdBoard     HdBoard       None
## 880          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 881          2006     Gable  CompShg     VinylSd     VinylSd       None
## 882          1991     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 883          1993     Gable  CompShg     VinylSd     VinylSd       None
## 884          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 885          1967     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 886          2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 887          2005     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 888          1955     Gable  CompShg     MetalSd     MetalSd       None
## 889          1970      Flat  Tar&Grv     Wd Sdng     Wd Sdng       None
## 890          1953       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 891          2006     Gable  CompShg     MetalSd     MetalSd       None
## 892          1978       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 893          2003       Hip  CompShg     HdBoard     HdBoard       None
## 894          1954     Gable  CompShg     Wd Sdng     Plywood       None
## 895          1979     Gable  CompShg     Plywood     Plywood       None
## 896          1963       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 897          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 898          1979     Gable  CompShg     Plywood     Plywood       None
## 899          2010       Hip  CompShg     VinylSd     VinylSd      Stone
## 900          1994     Gable  CompShg     HdBoard     Plywood       None
## 901          1971     Gable  CompShg     HdBoard     HdBoard       None
## 902          2000       Hip  CompShg     MetalSd     MetalSd       None
## 903          2003     Gable  CompShg     VinylSd     VinylSd       None
## 904          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 905          1967     Gable  CompShg     HdBoard     Wd Sdng    BrkFace
## 906          1954     Gable  CompShg     HdBoard     HdBoard      Stone
## 907          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 908          1987     Gable  CompShg     BrkFace     BrkFace       None
## 909          1983     Gable  CompShg     HdBoard     HdBoard       None
## 910          2005     Gable  CompShg     VinylSd     VinylSd       None
## 911          1960     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 912          1989     Gable  CompShg     HdBoard     Plywood       None
## 913          1950     Gable  CompShg     MetalSd     MetalSd       None
## 914          1950     Gable  CompShg     MetalSd     MetalSd       None
## 915          2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 916          1970     Gable  CompShg     CemntBd     CmentBd    BrkFace
## 917          1950     Gable  CompShg     AsbShng     AsbShng       None
## 918          1956     Gable  CompShg     VinylSd     VinylSd       None
## 919          1991     Gable  CompShg     HdBoard     HdBoard       None
## 920          2002       Hip  CompShg     MetalSd     MetalSd       None
## 921          1994     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 922          2003     Gable  CompShg     MetalSd     MetalSd       None
## 923          2006     Gable  CompShg     VinylSd     VinylSd       None
## 924          1994     Gable  CompShg     Plywood     Plywood       None
## 925          1980     Gable  CompShg     Plywood     Plywood    BrkFace
## 926          1977     Gable  CompShg     VinylSd     VinylSd       None
## 927          2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 928          1968     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 929          2001       Hip  CompShg     VinylSd     VinylSd       None
## 930          1997     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 931          2007     Gable  CompShg     VinylSd     VinylSd       None
## 932          1965     Gable  CompShg     VinylSd     VinylSd       None
## 933          2006       Hip  CompShg     VinylSd     ImStucc      Stone
## 934          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 935          2007      Flat  Tar&Grv     Wd Sdng     Wd Sdng       None
## 936          1953     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 937          2003     Gable  CompShg     VinylSd     VinylSd       <NA>
## 938          2005     Gable  CompShg     VinylSd     VinylSd       None
## 939          2006     Gable  CompShg     VinylSd     VinylSd       None
## 940          1950     Gable  CompShg     MetalSd     MetalSd       None
## 941          1976     Gable  CompShg     Plywood     Plywood       None
## 942          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 943          1977     Gable  CompShg     MetalSd     MetalSd       None
## 944          1967     Gable  CompShg     HdBoard     Plywood       None
## 945          1958     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 946          1996       Hip  CompShg     VinylSd     VinylSd       None
## 947          1959     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 948          2003       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 949          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 950          2006       Hip  CompShg     Plywood     Plywood       None
## 951          2002     Gable  CompShg     VinylSd     VinylSd       None
## 952          1965     Gable  CompShg     VinylSd     VinylSd       None
## 953          2003     Gable  CompShg     WdShing     HdBoard       None
## 954          1969     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 955          1975      Flat  Tar&Grv     WdShing     Plywood    BrkFace
## 956          1950     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 957          1980     Gable  CompShg     MetalSd     MetalSd       None
## 958          1962       Hip  CompShg     MetalSd     MetalSd       None
## 959          2003     Gable  CompShg     VinylSd     VinylSd       None
## 960          1999       Hip  CompShg     MetalSd     MetalSd       None
## 961          2008     Gable  CompShg     Wd Sdng     Plywood       None
## 962          1995     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 963          1976     Gable  CompShg     Plywood     Brk Cmn       None
## 964          2007     Gable  CompShg     VinylSd     VinylSd       None
## 965          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 966          2007     Gable  CompShg     VinylSd     VinylSd       None
## 967          1950     Gable  CompShg     MetalSd     MetalSd       None
## 968          1955       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 969          1950     Gable  CompShg     VinylSd     VinylSd       None
## 970          1958       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 971          1950     Gable  CompShg     AsbShng     AsbShng       None
## 972          2004     Gable  CompShg     VinylSd     Wd Shng      Stone
## 973          1979     Gable  CompShg     Plywood     Plywood       None
## 974          2008     Gable  CompShg     CemntBd     CmentBd       <NA>
## 975          1993     Gable  CompShg     HdBoard     HdBoard       None
## 976          2000     Gable  CompShg     MetalSd     MetalSd       None
## 977          1958     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 978          2007     Gable  CompShg     VinylSd     VinylSd       <NA>
## 979          1954     Gable  CompShg     MetalSd     MetalSd       None
## 980          1963     Gable  CompShg     VinylSd     VinylSd       None
## 981          2007     Gable  CompShg     CemntBd     CmentBd      Stone
## 982          1999       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 983          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 984          2002     Gable  CompShg     CemntBd     CmentBd       None
## 985          1977     Gable  CompShg     Plywood     Plywood       None
## 986          1950     Gable  CompShg     MetalSd     MetalSd       None
## 987          2003       Hip  CompShg     VinylSd     VinylSd       None
## 988          2010       Hip  CompShg     VinylSd     VinylSd      Stone
## 989          1976     Gable  CompShg     Plywood     Plywood    BrkFace
## 990          2006     Gable  CompShg     VinylSd     VinylSd       None
## 991          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 992          1986     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 993          1993       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 994          2006     Gable  CompShg     VinylSd     VinylSd       None
## 995          2007       Hip  CompShg     CemntBd     CmentBd      Stone
## 996          1950     Gable  CompShg     MetalSd     MetalSd       None
## 997          1961       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 998          1970       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 999          1950       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 1000         2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 1001         1952      Flat  Tar&Grv     BrkComm     Brk Cmn       None
## 1002         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1003         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1004         1976     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1005         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1006         1977     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1007         1970     Gable  CompShg     Plywood     Plywood       None
## 1008         1970     Gable  CompShg     CemntBd     CmentBd       None
## 1009         2005       Hip  CompShg     VinylSd     VinylSd      Stone
## 1010         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1011         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1012         1965       Hip  CompShg     AsphShn     AsphShn       None
## 1013         1996       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 1014         2006       Hip  CompShg     MetalSd      Stucco       None
## 1015         1950     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1016         2001     Gable  CompShg     VinylSd     VinylSd       None
## 1017         1996       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1018         1984     Gable  CompShg     HdBoard     HdBoard       None
## 1019         1992     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1020         2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1021         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1022         2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 1023         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1024         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1025         1976       Hip  WdShake       Stone     HdBoard       None
## 1026         1972     Gable  CompShg     VinylSd     VinylSd       None
## 1027         1960     Gable  CompShg     MetalSd     HdBoard    BrkFace
## 1028         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1029         1950     Gable  CompShg     WdShing     Wd Shng       None
## 1030         1972     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1031         1995     Gable  CompShg     VinylSd     VinylSd       None
## 1032         1970     Gable  CompShg     Wd Sdng     Plywood       None
## 1033         1993     Gable  CompShg     MetalSd     MetalSd       None
## 1034         2002     Gable  CompShg     VinylSd     VinylSd      Stone
## 1035         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1036         1957     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1037         2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 1038         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1039         2008     Gable  CompShg     CemntBd     CmentBd       None
## 1040         1970     Gable  CompShg     CemntBd     CmentBd       None
## 1041         2000     Gable  CompShg     Wd Sdng     Wd Sdng     BrkCmn
## 1042         2000       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1043         2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 1044         1990       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1045         1981       Hip  WdShngl     BrkFace     BrkFace       None
## 1046         1955       Hip  CompShg     BrkFace     Wd Sdng       None
## 1047         2006       Hip  CompShg     CemntBd     CmentBd      Stone
## 1048         1995     Gable  CompShg     VinylSd     VinylSd       None
## 1049         2006       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1050         2006     Gable  CompShg     MetalSd     MetalSd       None
## 1051         2007     Gable  CompShg     VinylSd     VinylSd       None
## 1052         2007     Gable  CompShg     VinylSd     VinylSd       None
## 1053         1978     Gable  CompShg     VinylSd     VinylSd     BrkCmn
## 1054         2002       Hip  CompShg     HdBoard     HdBoard      Stone
## 1055         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1056         1976     Gable  CompShg     Plywood     Plywood    BrkFace
## 1057         2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 1058         1994     Gable  CompShg     HdBoard     HdBoard       None
## 1059         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1060         1950     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1061         2001     Gable  CompShg     CemntBd     CmentBd       None
## 1062         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1063         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1064         1980     Gable  CompShg     MetalSd     MetalSd       None
## 1065         1966     Gable  CompShg     Plywood     Plywood    BrkFace
## 1066         1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1067         1994     Gable  CompShg     VinylSd     VinylSd       None
## 1068         1964     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1069         1973     Gable  CompShg     CemntBd     CmentBd       None
## 1070         2003     Gable  CompShg     MetalSd     MetalSd       None
## 1071         1956       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1072         1968     Gable  CompShg     MetalSd     MetalSd       None
## 1073         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1074         1977       Hip  CompShg     HdBoard     Plywood    BrkFace
## 1075         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1076         1984     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1077         1989     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1078         1969     Gable  CompShg     VinylSd     Plywood       None
## 1079         2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1080         1994     Gable  CompShg     VinylSd     VinylSd       None
## 1081         2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1082         1963     Gable  CompShg     HdBoard     HdBoard       None
## 1083         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1084         1964       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1085         1996     Gable  CompShg     HdBoard     HdBoard       None
## 1086         1992     Gable  CompShg     HdBoard     HdBoard       None
## 1087         1973     Gable  CompShg     CemntBd     CmentBd       None
## 1088         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1089         2004     Gable  CompShg     VinylSd     VinylSd      Stone
## 1090         2005     Gable  CompShg     MetalSd     MetalSd       None
## 1091         1950     Gable  CompShg     BrkFace     BrkFace       None
## 1092         2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1093         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1094         1998       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1095         2000     Gable  CompShg     MetalSd     MetalSd       None
## 1096         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1097         2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1098         1986     Gable  CompShg     HdBoard     HdBoard       None
## 1099         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1100         1978     Gable  CompShg     Plywood     Plywood    BrkFace
## 1101         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1102         1971     Gable  CompShg     HdBoard     MetalSd       None
## 1103         2002     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 1104         1959       Hip  CompShg     BrkFace     BrkFace       None
## 1105         1970     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1106         1995     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1107         1991       Hip  CompShg     HdBoard     HdBoard       None
## 1108         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1109         2000     Gable  CompShg     VinylSd     VinylSd       None
## 1110         2005     Gable  CompShg     MetalSd     MetalSd      Stone
## 1111         1996     Gable  CompShg     HdBoard     HdBoard       None
## 1112         1976       Hip  CompShg     Plywood     Plywood    BrkFace
## 1113         1957     Gable  CompShg     WdShing     Wd Shng       None
## 1114         2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1115         2000     Gable  CompShg     MetalSd     MetalSd       None
## 1116         2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 1117         2002       Hip  CompShg     VinylSd     VinylSd       None
## 1118         2003     Gable  CompShg     VinylSd     VinylSd       None
## 1119         1987     Gable  CompShg     MetalSd     MetalSd       None
## 1120         1959     Gable  CompShg     BrkFace     Wd Sdng       None
## 1121         1950     Gable  CompShg     BrkFace     BrkFace       None
## 1122         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1123         1956     Gable  CompShg     AsbShng     AsbShng       None
## 1124         2008       Hip  CompShg     VinylSd     VinylSd       None
## 1125         1992     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1126         1955     Gable  CompShg     Plywood     Plywood       None
## 1127         2007       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1128         2004       Hip  CompShg     VinylSd     VinylSd       None
## 1129         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1130         1980     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1131         1950     Gable  CompShg     WdShing     Plywood       None
## 1132         1992     Gable  CompShg     HdBoard     HdBoard       None
## 1133         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1134         1995     Gable  CompShg     VinylSd     VinylSd       None
## 1135         1997     Gable  CompShg     VinylSd     VinylSd       None
## 1136         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1137         1950     Gable  CompShg     VinylSd     VinylSd       None
## 1138         1996     Gable  CompShg     VinylSd     VinylSd       None
## 1139         1977     Gable  CompShg     Plywood     ImStucc       None
## 1140         1950     Gable  CompShg      Stucco      Stucco       None
## 1141         1951     Gable  CompShg     HdBoard     HdBoard       None
## 1142         1976     Gable  CompShg     Plywood     Plywood    BrkFace
## 1143         2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 1144         1959     Gable  CompShg     Wd Sdng     Plywood       None
## 1145         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1146         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1147         1985     Gable  CompShg     Wd Sdng     Wd Shng    BrkFace
## 1148         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1149         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1150         1988       Hip  CompShg     VinylSd     VinylSd       None
## 1151         1950     Gable  CompShg     BrkFace     BrkFace       None
## 1152         1959     Gable  CompShg     HdBoard     Plywood    BrkFace
## 1153         2004     Gable  CompShg       Stone       Stone       None
## 1154         2007     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1155         1988     Gable  CompShg     VinylSd     VinylSd      Stone
## 1156         2004     Gable  CompShg     Plywood     Plywood       None
## 1157         1999     Gable  CompShg     BrkFace     BrkFace       None
## 1158         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1159         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1160         1974       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1161         1978     Gable  CompShg     Plywood     Brk Cmn       None
## 1162         2006       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1163         1968     Gable  CompShg     VinylSd     VinylSd       None
## 1164         1969     Gable  CompShg     Plywood     Plywood       None
## 1165         1978     Gable  CompShg     Plywood     Plywood       None
## 1166         2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 1167         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1168         2000     Gable  CompShg     VinylSd     VinylSd       None
## 1169         1986       Hip  CompShg      Stucco      Stucco       None
## 1170         1996       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1171         1977     Gable  CompShg     Plywood     Plywood       None
## 1172         1958       Hip  CompShg     MetalSd     MetalSd       None
## 1173         2007     Gable  CompShg     MetalSd     MetalSd       None
## 1174         1994     Gable  CompShg     MetalSd     MetalSd       None
## 1175         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1176         2000       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1177         1985     Gable  CompShg     HdBoard     Plywood       None
## 1178         2004     Gable  CompShg     MetalSd     MetalSd       None
## 1179         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1180         1954     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1181         1991     Gable  CompShg     MetalSd     MetalSd       None
## 1182         2008       Hip  CompShg     CemntBd     CmentBd      Stone
## 1183         1996       Hip  CompShg     Wd Sdng     ImStucc       None
## 1184         1950       Hip  CompShg      Stucco      Stucco       None
## 1185         1963       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1186         1950     Gable  CompShg     AsbShng     AsbShng       None
## 1187         1970     Gable  CompShg     HdBoard     HdBoard       None
## 1188         1995     Gable  CompShg     ImStucc     ImStucc       None
## 1189         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1190         1999     Gable  CompShg     VinylSd     VinylSd       None
## 1191         1975     Gable  CompShg     MetalSd     MetalSd      Stone
## 1192         2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1193         1994   Gambrel  CompShg     VinylSd     VinylSd       None
## 1194         1999       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1195         1969     Gable  CompShg     HdBoard     HdBoard      Stone
## 1196         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1197         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1198         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1199         2001     Gable  CompShg     VinylSd     VinylSd       None
## 1200         1979     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1201         1970     Gable  CompShg     MetalSd     MetalSd       None
## 1202         1998     Gable  CompShg     VinylSd     VinylSd       None
## 1203         1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1204         2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
##      MasVnrArea ExterQual ExterCond Foundation BsmtQual BsmtCond BsmtExposure
## 1           196        Gd        TA      PConc       Gd       TA           No
## 2             0        TA        TA     CBlock       Gd       TA           Gd
## 3           162        Gd        TA      PConc       Gd       TA           Mn
## 4             0        TA        TA     BrkTil       TA       Gd           No
## 5           350        Gd        TA      PConc       Gd       TA           Av
## 6             0        TA        TA       Wood       Gd       TA           No
## 7           186        Gd        TA      PConc       Ex       TA           Av
## 8           240        TA        TA     CBlock       Gd       TA           Mn
## 9             0        TA        TA     BrkTil       TA       TA           No
## 10            0        TA        TA     BrkTil       TA       TA           No
## 11            0        TA        TA     CBlock       TA       TA           No
## 12          286        Ex        TA      PConc       Ex       TA           No
## 13            0        TA        TA     CBlock       TA       TA           No
## 14          306        Gd        TA      PConc       Gd       TA           Av
## 15          212        TA        TA     CBlock       TA       TA           No
## 16            0        TA        TA     BrkTil       TA       TA           No
## 17          180        TA        TA     CBlock       TA       TA           No
## 18            0        TA        TA       Slab     <NA>     <NA>         <NA>
## 19            0        TA        TA      PConc       TA       TA           No
## 20            0        TA        TA     CBlock       TA       TA           No
## 21          380        Gd        TA      PConc       Ex       TA           Av
## 22            0        TA        TA      PConc       TA       TA           No
## 23          281        Gd        TA      PConc       Gd       TA           No
## 24            0        TA        TA      PConc       Gd       TA           No
## 25            0        TA        Gd     CBlock       TA       TA           Mn
## 26          640        Gd        TA      PConc       Gd       TA           No
## 27            0        TA        TA     CBlock       TA       TA           Mn
## 28          200        Gd        TA      PConc       Ex       TA           No
## 29            0        TA        TA     CBlock       TA       TA           Gd
## 30            0        TA        TA     BrkTil       TA       TA           No
## 31            0        TA        Fa     BrkTil       TA       TA           No
## 32            0        TA        TA     CBlock       TA       TA           No
## 33            0        Gd        TA      PConc       Ex       TA           Av
## 34            0        TA        TA     CBlock       TA       TA           No
## 35          246        Ex        TA      PConc       Ex       TA           No
## 36          132        Gd        TA      PConc       Ex       TA           Av
## 37            0        TA        TA      PConc       Gd       TA           No
## 38          650        TA        TA     CBlock       TA       TA           No
## 39            0        TA        Gd     CBlock       TA       TA           No
## 40            0        TA        TA      PConc     <NA>     <NA>         <NA>
## 41          101        TA        TA     CBlock       TA       TA           No
## 42            0        TA        Gd     CBlock       TA       TA           Gd
## 43            0        TA        TA     CBlock       Gd       TA           Av
## 44            0        TA        TA     CBlock       Gd       TA           Av
## 45            0        TA        TA     CBlock       TA       TA           No
## 46          412        Ex        TA      PConc       Ex       TA           No
## 47            0        Gd        TA      PConc       Ex       TA           No
## 48            0        Gd        TA      PConc       Gd       TA           Av
## 49            0        TA        TA     BrkTil       TA       TA           No
## 50            0        TA        TA     CBlock       TA       TA           No
## 51            0        TA        TA      PConc       Gd       TA           Av
## 52            0        TA        TA      PConc       TA       TA           No
## 53            0        Fa        TA     CBlock       Gd       TA           Gd
## 54            0        Gd        TA     CBlock       Ex       TA           Gd
## 55            0        TA        TA     CBlock       TA       TA           No
## 56          272        TA        TA     CBlock       TA       TA           No
## 57          456        Gd        TA      PConc       Gd       TA           No
## 58            0        Gd        TA      PConc       Gd       TA           No
## 59         1031        Ex        TA      PConc       Ex       TA           Gd
## 60            0        TA        TA     CBlock       TA       TA           Av
## 61            0        TA        TA      PConc       Gd       TA           No
## 62            0        TA        TA     BrkTil       TA       Fa           No
## 63          178        Gd        TA      PConc       Gd       Gd           Mn
## 64            0        TA        TA     BrkTil       TA       TA           No
## 65          573        TA        TA      PConc       Gd       TA           No
## 66          344        Gd        TA      PConc       Ex       TA           Av
## 67          287        TA        TA     CBlock       Gd       TA           Gd
## 68          167        Gd        TA      PConc       Gd       TA           Av
## 69            0        TA        Gd     CBlock       TA       TA           No
## 70            0        Gd        TA     CBlock       TA       TA           No
## 71         1115        TA        Gd     CBlock       Gd       TA           Gd
## 72            0        TA        TA     CBlock       TA       TA           No
## 73           40        TA        TA      PConc       Gd       TA           No
## 74          104        TA        TA     CBlock       TA       TA           No
## 75            0        Gd        Gd     CBlock       Fa       TA           No
## 76            0        TA        TA     CBlock       Gd       TA           Gd
## 77            0        TA        TA     CBlock       TA       TA           No
## 78            0        TA        TA     CBlock       TA       TA           No
## 79            0        TA        TA     CBlock       TA       TA           No
## 80            0        TA        TA      PConc       TA       TA           No
## 81          576        TA        Gd     CBlock       Gd       TA           No
## 82          443        TA        Gd      PConc       Ex       Gd           No
## 83          468        TA        TA      PConc       Gd       TA           No
## 84           66        TA        TA     CBlock       TA       TA           No
## 85           22        TA        TA      PConc       Gd       TA           No
## 86          284        Gd        TA     CBlock       Gd       TA           No
## 87            0        Gd        TA      PConc       Gd       TA           Av
## 88           76        Gd        TA      PConc       Gd       TA           Av
## 89            0        Fa        Fa     CBlock       TA       Fa           No
## 90            0        TA        TA      PConc       Gd       TA           No
## 91            0        TA        TA       Slab     <NA>     <NA>         <NA>
## 92          203        TA        TA     CBlock       TA       TA           No
## 93            0        TA        Gd     BrkTil       Gd       TA           No
## 94            0        TA        TA     BrkTil       TA       Fa           Mn
## 95            0        TA        Gd      PConc       Gd       TA           No
## 96           68        Ex        Gd      PConc       Gd       Gd           No
## 97          183        Gd        TA      PConc       Gd       TA           Av
## 98           48        TA        TA     CBlock       TA       TA           No
## 99            0        TA        TA     BrkTil       TA       TA           No
## 100           0        TA        TA     CBlock       TA       TA           No
## 101          28        TA        TA      PConc       TA       TA           Mn
## 102         336        Gd        TA     CBlock       Gd       TA           No
## 103           0        TA        Fa       Slab     <NA>     <NA>         <NA>
## 104           0        TA        TA      PConc       Gd       TA           No
## 105         600        TA        Fa      PConc       TA       TA           No
## 106         768        Gd        TA      PConc       Ex       TA           No
## 107           0        TA        TA     BrkTil       Fa       TA           No
## 108           0        TA        TA     CBlock       TA       TA           No
## 109           0        TA        TA     CBlock       TA       TA           No
## 110         480        TA        TA     CBlock       Gd       TA           No
## 111           0        TA        TA     CBlock       TA       Fa           No
## 112           0        TA        TA      PConc       Gd       TA           No
## 113         220        Gd        TA      PConc       Ex       TA           Av
## 114         184        TA        Gd     CBlock       Gd       TA           Mn
## 115           0        TA        TA     CBlock       TA       TA           No
## 116        1129        TA        TA      PConc       Gd       TA           No
## 117         116        TA        TA     CBlock       TA       TA           No
## 118           0        TA        TA      PConc       Gd       TA           No
## 119           0        TA        TA      PConc       Gd       TA           Mn
## 120           0        Gd        TA      PConc       Gd       TA           No
## 121           0        TA        TA     CBlock       TA       TA           Gd
## 122           0        TA        TA      PConc       TA       TA           No
## 123         135        TA        Gd     CBlock       TA       TA           No
## 124           0        Gd        TA      PConc       Gd       TA           No
## 125           0        TA        Gd     CBlock       Gd       Fa           No
## 126           0        TA        Fa     CBlock       TA       TA           Av
## 127           0        TA        TA     CBlock       Gd       TA           No
## 128           0        TA        Gd     BrkTil       TA       TA           No
## 129         266        TA        TA     CBlock       TA       TA           No
## 130          85        TA        TA     CBlock       TA       TA           No
## 131         309        TA        TA     CBlock       TA       TA           No
## 132          40        Gd        TA      PConc       Gd       TA           No
## 133           0        TA        TA     CBlock       TA       TA           No
## 134         136        Gd        TA      PConc       Ex       TA           No
## 135           0        TA        TA     CBlock       TA       TA           No
## 136         288        TA        TA      PConc       TA       TA           No
## 137         196        TA        TA     CBlock       TA       TA           No
## 138          70        TA        TA     CBlock       TA       TA           No
## 139         320        Gd        TA      PConc       Gd       TA           Mn
## 140           0        TA        TA      PConc       Gd       TA           No
## 141           0        TA        TA     CBlock       TA       TA           No
## 142           0        Gd        TA      PConc       Gd       TA           Av
## 143           0        TA        Fa     CBlock       TA       TA           No
## 144         183        Gd        TA      PConc       Gd       TA           Gd
## 145         336        TA        TA     CBlock       TA       TA           No
## 146          50        Gd        TA      PConc       Gd       TA           No
## 147           0        TA        TA     BrkTil       TA       TA           No
## 148         180        Gd        TA      PConc       Gd       TA           No
## 149         120        TA        TA      PConc       Gd       TA           No
## 150           0        TA        TA     BrkTil       Gd       TA           No
## 151           0        TA        TA     CBlock       TA       TA           Av
## 152         436        Gd        TA      PConc       Ex       TA           Gd
## 153         252        TA        TA     CBlock       TA       TA           No
## 154           0        TA        TA     CBlock       Gd       TA           Gd
## 155           0        TA        TA     BrkTil       TA       TA           No
## 156           0        TA        TA     BrkTil       TA       TA           No
## 157           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 158          84        Gd        TA      PConc       Ex       TA           No
## 159           0        Gd        TA      PConc       Gd       TA           No
## 160         456        Gd        TA      PConc       Gd       TA           Mn
## 161           0        TA        TA      PConc       Gd       TA           No
## 162         664        Gd        TA      PConc       Ex       TA           Av
## 163         226        Gd        TA      PConc       Gd       TA           Mn
## 164           0        TA        TA     CBlock       TA       TA           No
## 165           0        TA        Gd     BrkTil       TA       TA           Mn
## 166           0        TA        Gd     BrkTil       TA       TA           No
## 167           0        Gd        TA     CBlock       TA       TA           No
## 168         300        Gd        TA      PConc       Ex       TA           No
## 169           0        Gd        TA      PConc       Gd       TA           No
## 170         653        Gd        TA     CBlock       Gd       TA           No
## 171           0        TA        TA     CBlock       TA       TA           No
## 172         112        TA        TA     CBlock       TA       Gd           Gd
## 173           0        Gd        Gd      PConc       Gd       Gd           No
## 174         491        TA        TA     CBlock       TA       TA           No
## 175         132        TA        TA     CBlock       Gd       Fa           No
## 176           0        TA        TA     CBlock       TA       Gd           Av
## 177         268        Gd        TA      PConc       Gd       TA           No
## 178           0        Gd        Gd     CBlock       TA       TA           No
## 179         748        Ex        TA      PConc       Ex       TA           No
## 180           0        Gd        TA     CBlock       TA       TA           No
## 181         456        Gd        TA      PConc       Gd       TA           No
## 182           0        TA        TA     BrkTil       Fa       TA           No
## 183          98        TA        TA      PConc     <NA>     <NA>         <NA>
## 184           0        TA        TA      PConc       Gd       TA           No
## 185           0        TA        TA      PConc       Fa       TA           No
## 186           0        Gd        Gd     BrkTil       TA       TA           Mn
## 187           0        TA        TA      PConc       Gd       TA           Av
## 188           0        TA        TA     CBlock       Fa       TA           No
## 189         275        TA        TA     CBlock       Gd       TA           Av
## 190           0        Gd        TA      PConc       Ex       TA           Av
## 191           0        Gd        TA     CBlock       Gd       Gd           No
## 192         138        TA        TA     CBlock       TA       TA           No
## 193           0        Gd        TA      PConc       Gd       TA           Av
## 194          50        Gd        TA      PConc       Gd       TA           No
## 195           0        TA        TA     CBlock       TA       TA           Av
## 196           0        TA        TA     CBlock       Gd       TA           No
## 197         205        Ex        TA      PConc       Ex       TA           No
## 198           0        Gd        Gd      PConc       TA       TA           No
## 199           0        TA        TA     CBlock       TA       TA           No
## 200         262        Gd        TA      PConc       Ex       TA           Av
## 201           0        TA        TA      PConc       Gd       TA           No
## 202           0        TA        TA     CBlock       TA       TA           No
## 203           0        TA        Gd     BrkTil       Fa       TA           No
## 204         205        Gd        TA      PConc       Gd       TA           Av
## 205           0        TA        TA     CBlock       TA       TA           No
## 206           0        TA        TA      PConc       Gd       TA           No
## 207           0        TA        Gd     CBlock       TA       TA           No
## 208           0        TA        TA      PConc       TA       TA           No
## 209         128        Gd        TA     CBlock       Gd       TA           Gd
## 210         260        TA        TA     CBlock       Gd       TA           No
## 211           0        TA        TA     CBlock       TA       TA           No
## 212           0        TA        TA      PConc       Gd       TA           Mn
## 213           0        TA        TA      PConc       Gd       TA           No
## 214           0        TA        TA      PConc       Gd       TA           No
## 215         153        TA        TA     CBlock       Gd       TA           No
## 216          64        TA        TA     CBlock       TA       TA           No
## 217         266        Gd        TA      PConc       Gd       TA           Mn
## 218           0        TA        TA     CBlock       TA       TA           No
## 219         312        Gd        Gd     CBlock       TA       TA           No
## 220          16        Gd        TA      PConc       Gd       TA           Av
## 221           0        Gd        TA      PConc       Gd       TA           Mn
## 222           0        Gd        TA      PConc       Gd       TA           No
## 223           0        TA        TA     CBlock       Gd       TA           No
## 224           0        TA        TA     CBlock       TA       TA           No
## 225         922        Ex        TA      PConc       Ex       TA           Gd
## 226         142        TA        TA     CBlock       TA       TA           No
## 227         290        Gd        TA      PConc       Gd       TA           No
## 228         127        TA        TA     CBlock       TA       TA           No
## 229           0        TA        TA     CBlock       TA       TA           No
## 230          16        Gd        TA      PConc       Gd       TA           Av
## 231         220        TA        TA     CBlock       TA       TA           No
## 232         506        Gd        TA      PConc       Gd       TA           No
## 233         297        TA        TA     CBlock       TA       TA           No
## 234           0        TA        TA     CBlock       TA       Gd           Av
## 235          NA        Gd        TA      PConc       Gd       TA           No
## 236         604        TA        TA     CBlock       TA       TA           No
## 237          98        Gd        TA      PConc       Gd       TA           Av
## 238           0        Gd        TA      PConc       Gd       TA           No
## 239         254        Ex        TA      PConc       Ex       TA           No
## 240           0        TA        TA     CBlock       TA       Fa           No
## 241          36        Gd        TA      PConc       Gd       TA           Av
## 242           0        TA        Gd     CBlock       TA       TA           No
## 243           0        TA        TA     BrkTil       TA       TA           No
## 244           0        TA        TA     CBlock       Gd       TA           No
## 245           0        Gd        TA      PConc       Gd       TA           No
## 246         102        TA        TA     CBlock       Gd       TA           Av
## 247           0        TA        Fa      Stone       Fa       TA           No
## 248           0        TA        TA     CBlock       TA       TA           No
## 249         101        Gd        TA      PConc       Gd       TA           No
## 250         472        Gd        TA     CBlock       Gd       TA           Gd
## 251           0        TA        Po     CBlock       TA       TA           No
## 252         481        Gd        TA      PConc       Gd       TA           Gd
## 253           0        Gd        TA      PConc       Gd       TA           No
## 254         108        TA        TA     CBlock       Gd       TA           Gd
## 255           0        TA        Gd     CBlock       TA       TA           No
## 256         302        Gd        TA      PConc       Gd       TA           No
## 257           0        Gd        TA      PConc       Gd       TA           No
## 258         180        Gd        TA      PConc       Gd       TA           No
## 259         172        Gd        TA      PConc       Gd       TA           No
## 260           0        TA        TA      PConc     <NA>     <NA>         <NA>
## 261         399        TA        TA     CBlock       TA       TA           Gd
## 262         270        Gd        TA      PConc       Ex       TA           No
## 263          46        TA        TA     CBlock       Gd       Gd           Av
## 264           0        TA        TA     BrkTil       TA       TA           No
## 265           0        TA        TA     BrkTil       Fa       TA           No
## 266         210        TA        Gd     CBlock       Gd       TA           No
## 267           0        TA        TA      PConc       Gd       TA           Av
## 268           0        TA        TA      PConc       TA       TA           No
## 269           0        TA        TA     CBlock       TA       TA           No
## 270         174        TA        Gd     CBlock       TA       Gd           No
## 271           0        Gd        TA      PConc       Gd       TA           Mn
## 272           0        TA        TA     CBlock       Gd       TA           Gd
## 273         348        Gd        TA      PConc       Gd       TA           No
## 274         183        TA        TA     CBlock       TA       TA           No
## 275           0        TA        TA     CBlock       TA       TA           Gd
## 276           0        Gd        Gd     BrkTil       TA       TA           No
## 277           0        Gd        TA      PConc       Ex       TA           No
## 278           0        TA        TA     CBlock       TA       TA           No
## 279         315        Ex        TA      PConc       Ex       TA           Gd
## 280         299        TA        TA     CBlock       Gd       TA           No
## 281         340        Gd        TA     CBlock       Gd       TA           Av
## 282          68        Gd        TA      PConc       Gd       TA           No
## 283         166        Gd        TA      PConc       Gd       TA           No
## 284          72        Gd        TA      PConc       Gd       TA           No
## 285           0        Gd        TA      PConc       Gd       TA           No
## 286           0        Gd        TA      PConc       Gd       TA           No
## 287           0        TA        TA     CBlock       TA       TA           No
## 288           0        TA        TA     CBlock       TA       TA           No
## 289          31        TA        Gd     CBlock       TA       TA           No
## 290           0        TA        TA     BrkTil       TA       TA           No
## 291           0        Gd        TA      PConc       Gd       TA           Av
## 292           0        TA        Fa      PConc       TA       Fa           No
## 293           0        TA        TA     CBlock       TA       TA           No
## 294          34        TA        TA     CBlock       TA       TA           No
## 295         238        TA        TA     CBlock       TA       TA           No
## 296           0        TA        TA     CBlock       TA       TA           Av
## 297           0        TA        TA     CBlock       TA       TA           No
## 298        1600        Gd        TA      PConc       Gd       TA           No
## 299         365        Gd        TA     CBlock       TA       TA           No
## 300           0        TA        Gd     CBlock       TA       TA           No
## 301          56        TA        TA     CBlock       TA       TA           Mn
## 302           0        Gd        TA      PConc       Gd       TA           No
## 303         150        Gd        TA      PConc       Gd       TA           No
## 304           0        TA        TA      PConc       TA       TA           No
## 305           0        TA        TA     BrkTil       TA       TA           No
## 306         246        Gd        TA      PConc       Gd       TA           No
## 307         246        Gd        TA     CBlock       Gd       TA           No
## 308           0        TA        Fa     CBlock       TA       TA           No
## 309           0        TA        TA     CBlock       TA       TA           No
## 310           0        Gd        TA      PConc       Ex       TA           Gd
## 311         112        TA        TA      PConc       Gd       TA           No
## 312           0        TA        Gd     CBlock       TA       TA           No
## 313           0        TA        TA     CBlock       Gd       TA           Mn
## 314           0        TA        TA     CBlock       Gd       TA           Gd
## 315           0        TA        TA     BrkTil       TA       Gd           No
## 316           0        Gd        TA      PConc       Gd       TA           No
## 317         278        Gd        TA     CBlock       Gd       TA           No
## 318           0        Gd        TA      PConc       Gd       TA           Av
## 319         256        Gd        TA      PConc       Gd       TA           Gd
## 320         225        TA        TA     CBlock       Gd       TA           Av
## 321         370        TA        TA      PConc       Ex       Gd           Av
## 322         388        Gd        TA      PConc       Ex       TA           Av
## 323         172        Gd        TA     CBlock       TA       TA           Gd
## 324           0        TA        Gd     CBlock       TA       TA           No
## 325         300        Gd        Gd     CBlock       Gd       TA           No
## 326           0        TA        TA     CBlock       TA       TA           Av
## 327           0        Gd        TA      PConc       Gd       TA           Gd
## 328         175        TA        TA     CBlock       TA       TA           No
## 329           0        TA        TA     BrkTil       TA       TA           No
## 330           0        TA        TA      PConc       TA       TA           Mn
## 331          84        TA        TA     CBlock       TA       TA           No
## 332           0        TA        TA     CBlock       TA       TA           No
## 333         296        Gd        TA      PConc       Gd       TA           No
## 334         146        Gd        TA      PConc       Gd       TA           Av
## 335           0        TA        TA      PConc       Gd       TA           Gd
## 336           0        TA        TA     CBlock       TA       TA           Gd
## 337         200        Gd        TA      PConc       Ex       TA           Gd
## 338         113        Gd        TA      PConc       Gd       TA           Av
## 339           0        Gd        TA     CBlock       Gd       TA           Mn
## 340         176        TA        TA     CBlock       TA       Fa           No
## 341           0        Gd        TA      PConc       Gd       TA           No
## 342           0        Fa        Fa     CBlock       TA       Fa           No
## 343         340        TA        TA       Slab     <NA>     <NA>         <NA>
## 344         616        Ex        TA      PConc       Ex       TA           No
## 345           0        TA        TA     CBlock       Gd       TA           No
## 346           0        TA        TA     BrkTil       TA       TA           No
## 347           0        TA        Gd     CBlock       TA       TA           Mn
## 348          30        TA        TA     CBlock       TA       TA           No
## 349         106        Gd        TA      PConc       Gd       TA           No
## 350         870        Ex        TA      PConc       Ex       TA           No
## 351         362        Ex        TA      PConc       Ex       TA           No
## 352           0        TA        TA      PConc       Gd       TA           Gd
## 353           0        TA        TA     CBlock       TA       Fa           Mn
## 354           0        TA        Gd     BrkTil       TA       TA           No
## 355           0        TA        TA     CBlock       TA       TA           No
## 356           0        Gd        Gd      PConc       Gd       Gd           No
## 357         106        TA        TA      PConc       Gd       TA           No
## 358           0        TA        TA      PConc       Gd       TA           No
## 359         120        TA        TA     CBlock       TA       TA           Av
## 360         530        Gd        TA      PConc       Gd       TA           Av
## 361           0        TA        TA     CBlock       Gd       TA           Av
## 362           0        TA        TA     CBlock       TA       TA           No
## 363         500        Gd        TA       Slab     <NA>     <NA>         <NA>
## 364         510        TA        TA     CBlock       TA       TA           No
## 365         120        TA        TA      PConc       Gd       TA           Mn
## 366           0        TA        Gd     CBlock       TA       Fa           No
## 367         247        TA        TA     CBlock       Gd       TA           No
## 368         305        TA        TA     CBlock       Gd       TA           Gd
## 369         200        TA        TA      PConc       TA       TA           No
## 370           0        TA        Gd     CBlock       TA       TA           No
## 371           0        TA        TA      PConc       Gd       TA           No
## 372           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 373           0        TA        TA     CBlock       Gd       TA           No
## 374           0        TA        TA      PConc       TA       TA           No
## 375           0        Gd        TA      PConc       Gd       TA           No
## 376           0        Fa        Fa     BrkTil       Fa       Po           Gd
## 377           0        Gd        TA      PConc       Gd       TA           Av
## 378           0        Gd        TA      PConc       Gd       TA           No
## 379         350        Gd        TA      PConc       Ex       TA           Av
## 380          16        TA        TA      PConc       Gd       TA           No
## 381           0        TA        TA     BrkTil       TA       TA           No
## 382           0        Gd        TA      PConc       Gd       Gd           No
## 383           0        Gd        TA      PConc       Gd       TA           Av
## 384           0        TA        TA     BrkTil       Fa       Fa           No
## 385           0        Gd        TA      PConc       Gd       TA           Av
## 386          16        Gd        TA      PConc       Gd       TA           No
## 387           0        TA        Fa      PConc       TA       TA           No
## 388         255        TA        TA     CBlock       TA       TA           Av
## 389         125        Gd        TA      PConc       Gd       TA           No
## 390         272        Ex        TA      PConc       Ex       TA           Av
## 391           0        TA        TA     BrkTil       TA       Gd           No
## 392           0        TA        TA      PConc       Ex       TA           No
## 393           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 394           0        TA        TA     CBlock       TA       TA           No
## 395           0        TA        TA     CBlock       TA       TA           No
## 396           0        TA        TA     CBlock       TA       TA           Av
## 397           0        TA        TA     CBlock       TA       TA           Av
## 398         288        TA        TA     CBlock       TA       TA           No
## 399           0        TA        Fa     BrkTil       Fa       Po           No
## 400         100        Gd        TA      PConc       Gd       TA           No
## 401           0        Gd        TA      PConc       Gd       TA           No
## 402           0        Gd        TA      PConc       Gd       TA           Av
## 403           0        TA        TA      PConc       TA       TA           No
## 404         650        Gd        TA      PConc       Gd       TA           No
## 405           0        TA        TA      PConc       Gd       TA           No
## 406           0        TA        TA     CBlock       TA       TA           No
## 407           0        TA        TA     BrkTil       TA       TA           No
## 408           0        TA        TA     BrkTil       Gd       TA           No
## 409         350        Gd        TA      PConc       Ex       Gd           No
## 410         100        Gd        TA      PConc       Ex       TA           No
## 411           0        TA        Fa     CBlock       TA       Fa           No
## 412           0        TA        TA     CBlock       TA       TA           Mn
## 413         432        Ex        TA      PConc       Ex       TA           Av
## 414           0        TA        TA     CBlock       TA       TA           No
## 415           0        Gd        TA      PConc       Gd       TA           No
## 416           0        Gd        TA      PConc       Gd       TA           Av
## 417         203        TA        TA     CBlock       TA       TA           No
## 418           0        TA        TA     BrkTil       Gd       TA           No
## 419           0        TA        TA     BrkTil       TA       TA           No
## 420           0        TA        TA     CBlock       TA       TA           No
## 421         200        TA        Gd      PConc       Gd       Gd           Gd
## 422         126        Gd        TA     CBlock       Gd       TA           No
## 423           0        TA        TA     CBlock       TA       TA           No
## 424         473        Gd        TA      PConc       Gd       TA           No
## 425          74        TA        TA     CBlock       Gd       TA           No
## 426           0        TA        Gd     CBlock       TA       TA           No
## 427         145        Gd        TA      PConc       Gd       TA           Gd
## 428           0        TA        TA     CBlock       TA       TA           No
## 429         108        Gd        TA      PConc       Gd       TA           No
## 430           0        TA        TA     CBlock       Gd       TA           Mn
## 431         232        TA        TA     CBlock       TA       TA           No
## 432           0        TA        TA     BrkTil       TA       TA           No
## 433         376        TA        TA     CBlock       TA       TA           No
## 434           0        TA        TA      PConc       Gd       TA           No
## 435           0        TA        Gd     CBlock       Gd       TA           Av
## 436           0        Gd        TA      PConc       Gd       TA           Av
## 437           0        TA        TA     BrkTil       Fa       TA           No
## 438           0        Gd        TA      PConc       TA       TA           No
## 439           0        TA        TA      PConc       TA       TA           No
## 440           0        TA        TA     BrkTil       TA       Fa           Mn
## 441         200        Ex        TA      PConc       Ex       TA           Gd
## 442         270        TA        TA     CBlock       TA       TA           No
## 443           0        TA        TA      PConc       TA       TA           No
## 444          72        Gd        TA      PConc       Ex       TA           Av
## 445           0        Gd        Gd      PConc       Gd       TA           No
## 446           0        TA        TA     CBlock       TA       TA           No
## 447           0        Gd        TA     CBlock       TA       TA           No
## 448           0        Gd        TA      PConc       Gd       TA           No
## 449           0        TA        TA     BrkTil       TA       TA           No
## 450           0        TA        Gd     CBlock       TA       TA           No
## 451           0        TA        TA     BrkTil       TA       TA           No
## 452           0        TA        TA     CBlock       Gd       TA           Gd
## 453          42        Gd        TA      PConc       Ex       TA           No
## 454           0        Gd        TA      PConc       Gd       TA           No
## 455           0        TA        TA     CBlock       TA       TA           No
## 456         320        TA        TA     CBlock       TA       TA           No
## 457           0        TA        TA     BrkTil       TA       TA           No
## 458           0        TA        TA     CBlock       Gd       TA           Gd
## 459           0        TA        Gd      PConc       TA       TA           No
## 460         161        TA        TA     CBlock       TA       TA           No
## 461         110        Gd        TA      PConc       Gd       TA           No
## 462           0        Gd        Gd      PConc       Gd       Gd           No
## 463           0        TA        TA     CBlock       TA       TA           No
## 464           0        TA        TA     CBlock       TA       TA           No
## 465         136        TA        TA     CBlock       Gd       TA           No
## 466          18        Gd        TA      PConc       Gd       TA           No
## 467           0        TA        Gd     CBlock       TA       Gd           Gd
## 468         224        TA        TA     CBlock       TA       TA           No
## 469         248        Gd        TA      PConc       Gd       TA           No
## 470         120        Gd        TA      PConc       Gd       TA           No
## 471           0        Gd        TA      PConc       Gd       TA           Av
## 472           0        TA        TA     CBlock       Gd       TA           No
## 473          80        TA        TA      PConc       Gd       TA           Gd
## 474         304        Gd        TA      PConc       Ex       TA           Gd
## 475           0        Gd        TA      PConc       Gd       TA           Av
## 476           0        TA        TA     CBlock       TA       TA           No
## 477         215        TA        TA      PConc       Gd       TA           Gd
## 478         772        Ex        TA      PConc       Gd       TA           Av
## 479         336        Gd        TA      PConc       Ex       TA           Gd
## 480         435        TA        TA     BrkTil       Fa       TA           No
## 481         378        Gd        TA      PConc       Ex       TA           Gd
## 482         562        Gd        TA      PConc       Ex       TA           Gd
## 483           0        Gd        TA      PConc       TA       TA           No
## 484         116        TA        TA      PConc       Ex       TA           No
## 485           0        TA        Gd     CBlock       TA       TA           No
## 486           0        Gd        TA     CBlock       TA       TA           No
## 487         168        TA        TA     CBlock       TA       TA           No
## 488           0        TA        TA     CBlock       Gd       TA           Av
## 489           0        TA        Fa     CBlock       TA       Fa           No
## 490           0        TA        Gd     CBlock       Gd       TA           Av
## 491           0        TA        TA      PConc       Gd       TA           Mn
## 492           0        TA        TA     CBlock       TA       TA           No
## 493           0        Gd        TA      PConc       Gd       TA           No
## 494           0        TA        TA     CBlock       TA       TA           No
## 495           0        TA        TA     BrkTil       Fa       TA           No
## 496           0        TA        TA     CBlock       TA       TA           No
## 497           0        Gd        TA      PConc       Gd       TA           No
## 498           0        TA        Gd      PConc       TA       TA           No
## 499          89        TA        TA      PConc       TA       TA           No
## 500           0        TA        TA     CBlock       TA       TA           No
## 501         285        TA        TA     CBlock       TA       TA           No
## 502           0        Gd        TA      PConc       Gd       TA           No
## 503           0        TA        TA     CBlock       TA       TA           No
## 504           0        TA        TA     CBlock       TA       TA           No
## 505           0        TA        TA     CBlock       TA       TA           No
## 506         360        TA        TA     CBlock       TA       TA           No
## 507         125        Gd        TA      PConc       Gd       TA           No
## 508           0        Gd        TA      PConc       Gd       TA           No
## 509           0        TA        Ex     BrkTil       TA       TA           No
## 510         132        TA        TA     CBlock       TA       TA           No
## 511          70        Gd        TA     CBlock       TA       TA           No
## 512          94        Gd        TA      PConc       Gd       TA           No
## 513           0        TA        TA     CBlock       TA       TA           No
## 514           0        TA        Gd      PConc       TA       TA           No
## 515           0        TA        TA     BrkTil       TA       TA           No
## 516         305        Ex        TA     CBlock       Ex       TA           No
## 517         333        TA        TA     CBlock       TA       TA           No
## 518         921        Gd        TA      PConc       Gd       TA           No
## 519           0        TA        TA      PConc       Gd       TA           Mn
## 520           0        Gd        TA     BrkTil       Gd       TA           No
## 521           0        TA        TA     BrkTil     <NA>     <NA>         <NA>
## 522           0        TA        TA     CBlock       TA       TA           No
## 523           0        TA        Gd     CBlock       TA       TA           No
## 524         762        Ex        TA      PConc       Ex       TA           Gd
## 525         594        Gd        TA      PConc       Gd       TA           No
## 526           0        Gd        TA      PConc       Gd       TA           No
## 527           0        TA        TA     CBlock       Gd       TA           No
## 528         268        Ex        TA      PConc       Ex       TA           Av
## 529           0        TA        TA     BrkTil       TA       TA           Mn
## 530          NA        Gd        TA      PConc       TA       TA           No
## 531         219        Gd        TA     CBlock       Gd       TA           Av
## 532           0        TA        TA     BrkTil       Fa       Fa           Mn
## 533           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 534           0        Fa        Fa       Slab     <NA>     <NA>         <NA>
## 535           0        Gd        TA      PConc       Ex       Gd           Av
## 536           0        TA        TA     CBlock       Gd       TA           Gd
## 537           0        TA        TA      PConc       Gd       TA           Av
## 538           0        TA        TA     CBlock       TA       TA           No
## 539         188        TA        TA     CBlock       TA       TA           No
## 540         479        Gd        TA      PConc       Gd       TA           Av
## 541         584        Ex        TA      PConc       Ex       TA           Av
## 542          72        Gd        TA      PConc       Gd       TA           No
## 543           0        Gd        TA      PConc       Ex       TA           No
## 544         182        TA        TA      PConc       Gd       TA           Av
## 545           0        Gd        TA      PConc       Gd       Gd           Av
## 546         178        Gd        Gd      PConc       Gd       Gd           No
## 547           0        TA        TA     BrkTil       Gd       TA           No
## 548           0        TA        Gd     CBlock       Gd       TA           Av
## 549           0        TA        Gd     CBlock       TA       TA           No
## 550           0        Gd        TA      PConc       Gd       TA           No
## 551           0        TA        TA     CBlock       Gd       TA           No
## 552           0        TA        TA     CBlock       TA       TA           No
## 553         250        Gd        TA      PConc       Ex       TA           Av
## 554           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 555         292        Gd        TA      PConc       Gd       TA           No
## 556           0        TA        TA     BrkTil       TA       Fa           No
## 557           0        TA        TA     CBlock       TA       TA           No
## 558           0        TA        TA     CBlock       TA       TA           No
## 559           0        TA        TA      PConc       Gd       TA           Gd
## 560          18        Gd        TA      PConc       Gd       TA           Gd
## 561         180        TA        TA     CBlock       Gd       TA           No
## 562           0        TA        TA     CBlock       Gd       TA           Av
## 563           0        TA        TA     CBlock       TA       TA           No
## 564           0        TA        TA     BrkTil       Gd       TA           Mn
## 565           0        Gd        TA      PConc       Gd       TA           No
## 566           0        TA        TA      PConc       Gd       TA           No
## 567         245        Gd        TA      PConc       Gd       Gd           No
## 568         168        Gd        TA      PConc       Gd       TA           No
## 569           0        Gd        TA     CBlock       Gd       TA           Gd
## 570           0        TA        TA     CBlock       Gd       TA           Gd
## 571         108        TA        TA     CBlock       TA       TA           No
## 572         207        TA        TA     CBlock       TA       TA           No
## 573           0        TA        TA      PConc       Ex       TA           Av
## 574           0        TA        TA      PConc       Gd       TA           No
## 575          82        TA        TA     CBlock       TA       TA           Av
## 576           0        TA        TA     CBlock       TA       TA           No
## 577           0        TA        TA     BrkTil       TA       TA           No
## 578          97        TA        TA     CBlock       TA       TA           Av
## 579           0        Gd        TA      PConc       Gd       TA           No
## 580         335        TA        TA     BrkTil       TA       TA           No
## 581          85        TA        TA     CBlock       TA       TA           No
## 582         306        Ex        TA      PConc       Ex       TA           No
## 583         104        TA        Gd     CBlock       Gd       TA           Av
## 584           0        Ex        Ex     BrkTil       TA       TA           No
## 585           0        TA        TA     BrkTil       TA       TA           No
## 586         208        Gd        TA      PConc       Ex       TA           Gd
## 587           0        TA        Gd     BrkTil       TA       Gd           Mn
## 588           0        TA        TA     CBlock       TA       TA           Av
## 589           0        TA        TA     CBlock       TA       TA           Gd
## 590           0        TA        TA     BrkTil       TA       TA           No
## 591           0        Gd        TA      PConc       Gd       TA           No
## 592         420        Ex        TA      PConc       Ex       TA           Gd
## 593           0        TA        Gd      PConc       TA       Gd           No
## 594         170        Gd        TA      PConc       Gd       TA           Av
## 595           0        TA        TA     CBlock       Gd       TA           No
## 596         238        Gd        TA      PConc       Gd       TA           Gd
## 597           0        TA        TA     CBlock       TA       TA           No
## 598          72        Gd        TA      PConc       Ex       TA           Av
## 599         459        TA        TA     CBlock       Gd       TA           Mn
## 600           0        TA        Gd     CBlock       Gd       TA           No
## 601         280        Gd        TA      PConc       Gd       TA           Av
## 602           0        TA        Gd      PConc       TA       TA           No
## 603           0        Gd        TA      PConc       Gd       TA           Mn
## 604           0        Gd        TA      PConc       Gd       TA           No
## 605          99        Gd        TA      PConc       Gd       TA           Mn
## 606         176        TA        TA     CBlock       TA       TA           No
## 607           0        TA        Gd      PConc       Gd       TA           No
## 608           0        TA        Gd     CBlock       TA       Gd           No
## 609           0        TA        TA      PConc       Gd       TA           Mn
## 610         192        TA        Fa     CBlock       TA       TA           Mn
## 611         204        Gd        TA      PConc       Ex       TA           Mn
## 612         233        TA        TA     CBlock       Gd       TA           Av
## 613         108        Gd        TA      PConc       Gd       TA           Av
## 614           0        TA        TA      PConc       Gd       TA           No
## 615           0        TA        TA     CBlock       Gd       TA           Av
## 616         156        TA        Gd      PConc       TA       TA           Gd
## 617           0        Gd        TA      PConc       Gd       TA           No
## 618           0        TA        TA     CBlock       TA       TA           No
## 619         452        Ex        TA      PConc       Ex       TA           Av
## 620         226        Gd        TA      PConc       Gd       TA           Gd
## 621           0        TA        TA     BrkTil       TA       TA           No
## 622           0        TA        TA     CBlock       TA       TA           No
## 623         153        TA        TA     CBlock       TA       TA           No
## 624         513        Gd        TA      PConc       Gd       TA           No
## 625         288        TA        TA     CBlock       TA       TA           No
## 626         261        TA        TA     CBlock       TA       TA           No
## 627           0        TA        TA     CBlock       TA       TA           No
## 628         164        TA        TA     CBlock       TA       TA           Av
## 629         192        TA        TA      PConc       Gd       TA           Av
## 630         259        TA        TA     CBlock       TA       TA           Gd
## 631           0        TA        TA     BrkTil       Fa       Fa           No
## 632         108        Gd        TA      PConc       Gd       Gd           Mn
## 633         209        TA        Gd     CBlock       TA       TA           No
## 634           0        TA        TA     CBlock       TA       TA           No
## 635           0        TA        TA     CBlock       TA       TA           No
## 636           0        Fa        TA     CBlock       TA       Fa           No
## 637           0        Fa        Fa     BrkTil       TA       Fa           No
## 638           0        TA        TA     CBlock       TA       TA           No
## 639           0        TA        TA     CBlock       Fa       TA           No
## 640           0        Gd        TA      PConc       Gd       Gd           Av
## 641         472        Ex        TA      PConc       Ex       TA           Gd
## 642           0        Gd        TA      PConc       Gd       TA           No
## 643           0        Gd        TA     CBlock       Gd       TA           Gd
## 644         263        TA        TA     CBlock       TA       TA           No
## 645         162        Ex        TA      PConc       Ex       TA           Mn
## 646           0        TA        TA     CBlock       TA       TA           No
## 647           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 648         216        TA        TA     CBlock       TA       TA           Mn
## 649         351        TA        TA     CBlock       TA       TA           No
## 650           0        TA        TA     CBlock       Gd       TA           Av
## 651          NA        Gd        TA      PConc       Gd       TA           No
## 652           0        TA        TA     CBlock       TA       TA           Mn
## 653           0        Gd        TA      PConc       Gd       TA           No
## 654           0        TA        TA     CBlock       TA       TA           No
## 655         660        Gd        Gd      PConc       Gd       TA           Gd
## 656         381        TA        TA     CBlock       TA       TA           No
## 657          54        Gd        TA     CBlock       TA       TA           No
## 658           0        TA        Fa     BrkTil       Gd       TA           No
## 659           0        TA        TA     CBlock       TA       TA           No
## 660           0        TA        Gd      PConc       TA       TA           No
## 661         233        TA        TA     CBlock       Gd       TA           No
## 662         528        Gd        TA      PConc       Gd       Gd           No
## 663         216        TA        TA     CBlock       Fa       Fa           No
## 664           0        TA        TA     CBlock       Gd       TA           Av
## 665           0        Gd        TA      PConc       Ex       TA           Mn
## 666          40        Gd        TA      PConc       Gd       TA           No
## 667         113        TA        Gd     CBlock       Gd       TA           No
## 668         258        TA        TA      PConc       Gd       TA           No
## 669           0        TA        TA     CBlock       TA       TA           No
## 670           0        TA        TA     BrkTil       Fa       TA           No
## 671           0        Gd        TA      PConc       Gd       TA           No
## 672           0        TA        Gd     BrkTil       TA       TA           No
## 673           0        Gd        TA     CBlock       Gd       TA           No
## 674         106        TA        TA      PConc       TA       TA           No
## 675           0        TA        TA     CBlock       TA       TA           No
## 676           0        TA        TA     CBlock       TA       TA           No
## 677           0        TA        TA     BrkTil       TA       Fa           No
## 678           0        Gd        TA     BrkTil       TA       TA           No
## 679         464        Gd        TA      PConc       Ex       TA           Mn
## 680          57        TA        TA     CBlock       TA       TA           No
## 681           0        TA        TA     CBlock       Gd       TA           No
## 682           0        TA        TA     BrkTil       TA       TA           No
## 683           0        TA        TA      PConc       Gd       TA           Mn
## 684         215        Gd        TA      PConc       Gd       TA           Av
## 685          30        Gd        TA      PConc       Gd       TA           No
## 686           0        Gd        TA     CBlock       Gd       TA           Mn
## 687           0        Gd        TA      PConc       Gd       TA           No
## 688           0        Gd        TA      PConc       Gd       TA           No
## 689           0        Gd        TA      PConc       Gd       TA           Av
## 690         256        Gd        TA      PConc       Gd       TA           Av
## 691         147        Gd        TA      PConc       Gd       TA           Gd
## 692        1170        Ex        TA      PConc       Ex       TA           Gd
## 693         293        Gd        TA      PConc       Gd       TA           Gd
## 694           0        TA        TA     BrkTil       TA       TA           No
## 695           0        TA        Fa     BrkTil       TA       TA           No
## 696          72        TA        TA     CBlock       Gd       Gd           No
## 697           0        TA        TA     CBlock       TA       TA           No
## 698           0        TA        TA      PConc       Ex       Gd           Mn
## 699           0        TA        Gd     CBlock       TA       TA           No
## 700           0        Gd        TA      PConc       Gd       TA           Mn
## 701         630        Gd        TA      PConc       Ex       TA           Gd
## 702         168        TA        TA     CBlock       TA       TA           No
## 703         466        Ex        TA      PConc       Ex       Gd           No
## 704           0        TA        Gd     BrkTil       Gd       TA           No
## 705         109        Gd        TA      PConc       Gd       TA           Av
## 706           0        Fa        Fa       Slab     <NA>     <NA>         <NA>
## 707         351        TA        TA     CBlock       Gd       TA           Gd
## 708         176        Gd        TA      PConc       Gd       TA           No
## 709           0        Gd        TA      PConc       Gd       TA           Av
## 710          41        TA        TA      PConc       TA       TA           No
## 711           0        Gd        TA     CBlock       TA       TA           No
## 712           0        TA        TA      Stone       TA       TA           Mn
## 713           0        Gd        TA      PConc       Gd       TA           Mn
## 714         160        TA        TA     CBlock       TA       TA           Av
## 715         289        Gd        TA     CBlock       TA       TA           No
## 716         174        TA        TA     CBlock       Gd       TA           No
## 717           0        TA        Gd     BrkTil       TA       TA           No
## 718           0        TA        TA     CBlock       Gd       TA           No
## 719         651        Gd        TA      PConc       Gd       TA           Gd
## 720           0        TA        TA     CBlock       Gd       TA           Gd
## 721           0        Gd        TA      PConc       Gd       TA           Gd
## 722         169        Gd        TA      PConc       Gd       TA           Av
## 723           0        TA        Gd     CBlock       TA       TA           No
## 724           0        TA        TA      PConc       TA       TA           No
## 725         340        Ex        TA      PConc       Ex       TA           No
## 726           0        TA        TA     CBlock       TA       TA           No
## 727         260        Gd        Gd     CBlock       Gd       TA           No
## 728          82        Gd        TA      PConc       Gd       TA           Av
## 729          95        TA        TA     CBlock       TA       TA           No
## 730           0        TA        TA     CBlock       TA       TA           No
## 731           0        Gd        TA      PConc       Gd       TA           No
## 732         442        Gd        TA      PConc       Ex       TA           Av
## 733         202        Gd        TA      PConc       Gd       TA           Av
## 734           0        TA        TA     CBlock       TA       TA           No
## 735           0        TA        TA      PConc       TA       TA           No
## 736           0        TA        TA     BrkTil       Gd       TA           Mn
## 737           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 738           0        Gd        TA      PConc       Gd       TA           No
## 739           0        TA        TA     CBlock       Gd       Gd           Gd
## 740           0        Gd        TA      PConc       Gd       TA           No
## 741           0        TA        Gd     BrkTil       Fa       Fa           No
## 742           0        TA        Gd     CBlock       TA       TA           Mn
## 743         108        TA        TA      PConc       Gd       TA           No
## 744           0        TA        TA     CBlock       Gd       TA           Av
## 745           0        Gd        TA      PConc       Gd       TA           No
## 746         289        Ex        Gd     CBlock       TA       Gd           No
## 747           0        Gd        TA      PConc       Gd       TA           No
## 748           0        Gd        TA      Stone       TA       Fa           No
## 749         338        Gd        TA      PConc       Gd       TA           No
## 750           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 751           0        TA        TA     BrkTil       TA       Fa           No
## 752           0        Gd        TA      PConc       Gd       TA           No
## 753           0        TA        Gd      PConc       Gd       TA           Gd
## 754         178        Gd        TA      PConc       Gd       TA           Mn
## 755           0        TA        TA     CBlock       TA       TA           No
## 756         894        TA        TA      PConc       Gd       TA           No
## 757           0        Gd        TA      PConc       Gd       TA           Av
## 758         328        TA        TA     CBlock       TA       TA           Mn
## 759         360        TA        TA      PConc       Gd       TA           No
## 760         513        Gd        TA      PConc       Gd       TA           Av
## 761           0        TA        TA     CBlock       TA       TA           No
## 762           0        TA        TA      PConc       TA       TA           Mn
## 763           0        TA        TA      PConc       Gd       TA           Mn
## 764         673        Gd        TA      PConc       Gd       TA           Mn
## 765           0        Gd        Gd      PConc       Gd       Gd           Av
## 766         284        Gd        TA      PConc       Gd       TA           No
## 767          42        TA        TA     CBlock       Gd       TA           No
## 768           0        TA        TA     CBlock       Gd       TA           Mn
## 769           0        Gd        TA      PConc       Gd       TA           No
## 770         603        Ex        TA      PConc       Gd       TA           Gd
## 771           0        TA        TA     CBlock       Gd       TA           Av
## 772           0        TA        TA     CBlock       Fa       Fa           No
## 773           0        TA        TA     CBlock       TA       TA           Av
## 774           1        TA        TA     CBlock       TA       TA           No
## 775         375        Gd        TA      PConc       Gd       TA           Av
## 776         320        TA        TA      PConc       Ex       TA           No
## 777         240        Gd        TA      PConc       Gd       TA           Av
## 778           0        TA        TA     CBlock       TA       TA           No
## 779         320        TA        TA       Slab     <NA>     <NA>         <NA>
## 780          90        TA        TA     CBlock       Gd       TA           Gd
## 781          38        TA        TA      PConc       Gd       Gd           No
## 782           0        Gd        Gd      PConc       Gd       TA           No
## 783           0        Gd        TA      PConc       Gd       TA           No
## 784         104        TA        Gd      PConc       Gd       TA           Av
## 785           0        TA        TA     CBlock       TA       TA           No
## 786           0        TA        TA     CBlock       TA       TA           No
## 787           0        TA        Gd      PConc       Fa       TA           No
## 788           0        Gd        TA      PConc       Gd       TA           No
## 789           0        TA        TA     CBlock       TA       TA           No
## 790         157        TA        TA     CBlock       TA       Fa           Gd
## 791          11        Gd        TA      PConc       Gd       TA           No
## 792           0        TA        TA      PConc       Gd       TA           Av
## 793           0        Gd        TA      PConc       Gd       TA           Av
## 794         140        Gd        TA      PConc       Gd       TA           Av
## 795           0        Gd        TA      PConc       Gd       TA           No
## 796         130        TA        TA     CBlock       Gd       TA           No
## 797         148        TA        TA     CBlock       TA       TA           No
## 798           0        TA        TA     CBlock       TA       TA           No
## 799         860        Ex        TA      PConc       Ex       TA           No
## 800         252        TA        TA     BrkTil       Gd       TA           No
## 801           0        TA        TA      PConc       Gd       TA           Gd
## 802           0        TA        TA     CBlock       TA       TA           No
## 803           0        Gd        TA      PConc       Gd       TA           Av
## 804         424        Ex        TA      PConc       Ex       TA           Gd
## 805           0        TA        TA     CBlock       TA       TA           No
## 806         256        Gd        TA      PConc       Gd       TA           No
## 807           0        TA        TA      PConc       TA       TA           Av
## 808           0        TA        TA     CBlock       TA       TA           Gd
## 809        1047        TA        TA     CBlock       TA       TA           Av
## 810           0        TA        TA      PConc       TA       TA           No
## 811          99        TA        TA     CBlock       TA       TA           No
## 812         169        Gd        TA      PConc       Gd       TA           Gd
## 813           0        Fa        TA     CBlock       TA       TA           Av
## 814         243        TA        TA     CBlock       TA       TA           No
## 815           0        TA        TA     BrkTil       TA       TA           No
## 816         442        TA        TA      PConc       Gd       TA           No
## 817           0        TA        TA     CBlock       TA       TA           No
## 818         148        Gd        TA      PConc       Gd       TA           No
## 819          80        TA        TA     CBlock       TA       TA           Av
## 820         128        Gd        TA      PConc       Gd       TA           Mn
## 821           0        Gd        TA      PConc       Gd       TA           No
## 822           0        Fa        TA     CBlock       Fa       TA           No
## 823           0        Gd        TA      PConc       Gd       TA           Gd
## 824           0        TA        TA     BrkTil       TA       TA           No
## 825           0        Gd        TA      PConc       Gd       Gd           No
## 826         816        Ex        TA      PConc       Ex       TA           Av
## 827           0        TA        TA     BrkTil       TA       TA           No
## 828           0        Gd        TA      PConc       Gd       TA           No
## 829           0        TA        TA      PConc       TA       Gd           Gd
## 830           0        Gd        TA      PConc       Gd       TA           No
## 831         387        TA        TA     CBlock       TA       TA           No
## 832           0        TA        TA      PConc       Gd       TA           No
## 833         223        Gd        TA      PConc       Gd       TA           No
## 834         180        TA        TA     CBlock       TA       TA           No
## 835         136        TA        TA     CBlock       TA       TA           No
## 836           0        TA        TA     CBlock       Gd       TA           No
## 837           0        TA        TA     BrkTil       TA       TA           No
## 838         158        TA        TA     CBlock       TA       TA           No
## 839           0        TA        TA      PConc       Gd       TA           No
## 840           0        TA        TA     CBlock       TA       TA           No
## 841           0        TA        TA     BrkTil       TA       TA           No
## 842           0        TA        TA      PConc       TA       TA           No
## 843         183        TA        TA     CBlock       TA       TA           Gd
## 844           0        TA        TA     CBlock       TA       TA           No
## 845           0        TA        TA     BrkTil       TA       TA           Mn
## 846           0        TA        TA     CBlock       Gd       TA           Gd
## 847         137        Gd        TA      PConc       Gd       TA           No
## 848           0        TA        TA     CBlock       TA       TA           Av
## 849           0        TA        TA     BrkTil       TA       TA           No
## 850         360        Gd        Gd     CBlock       TA       TA           No
## 851         170        Gd        TA      PConc       Gd       TA           Av
## 852          40        Gd        TA      PConc       Gd       TA           Gd
## 853           0        TA        Gd     CBlock       TA       TA           No
## 854         115        TA        Gd     CBlock       TA       TA           Gd
## 855           0        TA        TA     CBlock       TA       TA           Mn
## 856           0        TA        Gd     CBlock       TA       TA           No
## 857           0        TA        TA     CBlock       Gd       Gd           Gd
## 858           0        TA        TA      PConc       Gd       TA           No
## 859         189        TA        TA     CBlock       Gd       TA           No
## 860         220        TA        TA     CBlock       TA       TA           Mn
## 861           0        Gd        TA     BrkTil       TA       TA           No
## 862           0        TA        TA      PConc       TA       TA           Mn
## 863           0        TA        TA      PConc       Gd       TA           No
## 864           0        TA        TA     CBlock       TA       TA           No
## 865           0        Gd        TA      PConc       Ex       TA           No
## 866          76        TA        TA     CBlock       TA       TA           No
## 867         274        Gd        TA      PConc       Gd       TA           Av
## 868           0        TA        TA     CBlock       TA       TA           No
## 869           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 870         246        Gd        TA      PConc       Gd       TA           No
## 871           0        TA        TA     CBlock       TA       TA           No
## 872         116        TA        TA      PConc       Gd       TA           No
## 873           0        Gd        TA      Stone       TA       TA           Av
## 874           0        Gd        TA     CBlock       TA       TA           No
## 875           0        TA        TA     CBlock       TA       TA           No
## 876           0        Gd        TA      PConc       Gd       TA           Av
## 877           0        TA        TA      PConc       TA       TA           Gd
## 878         216        Gd        TA      PConc       Ex       TA           No
## 879           0        TA        TA     CBlock       TA       TA           Av
## 880          90        Gd        Gd     CBlock       TA       TA           No
## 881           0        TA        TA      PConc       Ex       Gd           No
## 882         117        Gd        Gd     CBlock       Gd       TA           Mn
## 883           0        TA        TA      PConc       Gd       TA           No
## 884           0        Gd        TA      PConc       TA       Fa           No
## 885          60        TA        TA     CBlock       TA       TA           No
## 886          60        Gd        TA      PConc       Ex       TA           Av
## 887         122        TA        TA     CBlock       TA       TA           No
## 888           0        TA        Gd      PConc       TA       TA           No
## 889           0        Gd        Gd      PConc       TA       Gd           Gd
## 890          90        TA        TA     CBlock       TA       TA           No
## 891           0        TA        Gd     CBlock       TA       TA           Mn
## 892          92        TA        TA     CBlock       TA       TA           No
## 893           0        TA        TA     CBlock       TA       TA           No
## 894           0        TA        TA      PConc       Gd       TA           Mn
## 895           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 896         415        TA        TA     CBlock       TA       TA           No
## 897           0        TA        TA     BrkTil       TA       TA           No
## 898           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 899         760        Ex        TA      PConc       Ex       TA           Gd
## 900           0        TA        TA     CBlock       TA       TA           No
## 901           0        TA        TA     CBlock       TA       TA           No
## 902           0        TA        Gd     CBlock       TA       TA           Mn
## 903           0        Gd        TA      PConc       Gd       TA           No
## 904          27        Gd        TA      PConc       Gd       TA           No
## 905          75        TA        TA     CBlock       TA       TA           No
## 906         110        TA        TA     CBlock       TA       TA           No
## 907         208        Gd        TA      PConc       Gd       TA           No
## 908           0        Gd        TA     CBlock       Gd       TA           No
## 909           0        TA        TA     CBlock       Gd       TA           Av
## 910           0        Gd        TA      PConc       Gd       TA           No
## 911         361        TA        TA     CBlock       TA       TA           No
## 912           0        TA        TA     CBlock       Gd       Gd           Av
## 913           0        TA        TA     BrkTil       TA       TA           No
## 914           0        TA        TA     CBlock       TA       TA           No
## 915          76        Gd        TA      PConc       Gd       TA           Av
## 916          80        TA        TA     CBlock       TA       TA           No
## 917           0        TA        TA     CBlock       TA       TA           Av
## 918           0        TA        TA     CBlock       TA       TA           No
## 919           0        Gd        TA      PConc       Ex       TA           Mn
## 920           0        Ex        TA     CBlock       Gd       TA           No
## 921         105        Gd        Gd      PConc       Gd       Gd           No
## 922           0        TA        TA     CBlock       TA       TA           No
## 923           0        Gd        TA      PConc       Gd       TA           No
## 924           0        Gd        TA      PConc       Gd       TA           No
## 925         157        TA        Gd     CBlock       Gd       TA           No
## 926           0        TA        TA      PConc       Gd       TA           Av
## 927         340        Gd        TA      PConc       Gd       TA           No
## 928         342        TA        TA     CBlock       TA       TA           No
## 929           0        Gd        TA      PConc       Gd       TA           Av
## 930         285        TA        TA      PConc       Gd       TA           No
## 931           0        Gd        TA      PConc       Gd       TA           Av
## 932           0        TA        TA     CBlock       TA       TA           No
## 933         302        Ex        TA      PConc       Ex       Gd           No
## 934         210        Gd        TA      PConc       Gd       TA           Av
## 935           0        TA        TA     CBlock       Gd       TA           Gd
## 936         108        TA        Gd      PConc       Fa       TA           Mn
## 937          NA        Gd        TA      PConc       Gd       TA           No
## 938           0        Gd        TA      PConc       Gd       TA           Mn
## 939           0        Gd        TA      PConc       Gd       Gd           Mn
## 940           0        TA        Gd     CBlock       TA       TA           Mn
## 941           0        TA        TA     CBlock       TA       TA           Gd
## 942         298        Gd        TA      PConc       Gd       TA           No
## 943           0        TA        TA      PConc       Gd       TA           Gd
## 944           0        TA        TA     CBlock       TA       TA           Av
## 945         541        TA        TA     CBlock       TA       TA           No
## 946           0        TA        TA     BrkTil       TA       TA           No
## 947         128        TA        Gd     CBlock       TA       TA           Av
## 948         236        Gd        TA      PConc       Gd       TA           Av
## 949         144        Gd        TA      PConc       Gd       TA         <NA>
## 950           0        TA        TA     CBlock       TA       TA           No
## 951           0        TA        TA     CBlock       TA       TA           No
## 952           0        TA        TA     CBlock       TA       TA           No
## 953           0        TA        Gd     CBlock       Gd       TA           Av
## 954         232        TA        TA     CBlock       TA       TA           Av
## 955         250        TA        TA     CBlock       Gd       Gd           Gd
## 956         423        TA        TA     CBlock       Gd       TA           No
## 957           0        TA        TA     CBlock       Gd       TA           No
## 958           0        TA        TA     CBlock       TA       TA           No
## 959           0        Gd        TA      PConc       Gd       TA           Mn
## 960           0        Gd        TA      PConc       Gd       TA           No
## 961           0        TA        Gd     CBlock       TA       TA           Gd
## 962         424        TA        Gd     CBlock       Gd       Gd           No
## 963           0        TA        TA     CBlock       Gd       TA           No
## 964           0        Gd        TA      PConc       Ex       TA           No
## 965          44        Gd        TA      PConc       Gd       TA           No
## 966           0        Gd        TA      PConc       Gd       TA           No
## 967           0        Gd        Gd     BrkTil       TA       Fa           No
## 968         151        TA        TA     CBlock       TA       TA           No
## 969           0        TA        TA     BrkTil       TA       TA           No
## 970         105        TA        Fa     CBlock       TA       TA           Gd
## 971           0        TA        TA     CBlock       TA       TA           No
## 972         106        Gd        TA      PConc       Gd       TA           No
## 973           0        TA        TA     CBlock       Gd       TA           No
## 974          NA        Gd        TA      PConc       Gd       TA           No
## 975           0        TA        Gd     BrkTil       Gd       TA           No
## 976           0        Gd        TA      PConc       Gd       TA           No
## 977           0        TA        TA      PConc       Gd       TA           No
## 978          NA        Gd        TA      PConc       Gd       TA           No
## 979           0        TA        TA     CBlock       TA       TA           No
## 980           0        TA        TA      PConc       TA       TA           No
## 981         210        Ex        TA     CBlock       TA       TA           Av
## 982         975        Gd        TA      PConc       Gd       TA           No
## 983          16        Gd        TA      PConc       Gd       TA           Av
## 984           0        Gd        TA      PConc       Gd       TA           Mn
## 985           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 986           0        TA        TA     CBlock       TA       TA           No
## 987           0        TA        Gd     CBlock       TA       Fa           No
## 988         450        Ex        TA      PConc       Ex       TA           Av
## 989         298        TA        TA     CBlock       TA       TA           No
## 990           0        Gd        TA      PConc       Gd       Gd           No
## 991         423        Gd        TA      PConc       Gd       TA           No
## 992           0        Gd        Gd     BrkTil       TA       TA           No
## 993         340        TA        TA     CBlock       TA       TA           Gd
## 994           0        TA        TA      PConc       Gd       TA           No
## 995         230        Ex        TA      PConc       Ex       TA           Gd
## 996           0        TA        TA     CBlock       TA       TA           No
## 997           0        TA        TA     CBlock       TA       TA           No
## 998         571        TA        TA     CBlock       TA       TA           No
## 999           0        TA        TA     BrkTil       TA       Fa           No
## 1000         24        Gd        TA      PConc       Gd       TA           Av
## 1001          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1002          0        TA        TA     BrkTil       Fa       TA           No
## 1003         53        Gd        TA      PConc       Gd       TA           No
## 1004        164        TA        TA     CBlock       TA       TA           No
## 1005         16        Gd        TA      PConc       Gd       TA           No
## 1006        220        Gd        TA     CBlock       Gd       Gd           Av
## 1007          0        TA        TA     CBlock       Gd       TA           No
## 1008          0        TA        TA     CBlock       TA       TA           No
## 1009        108        Gd        TA      PConc       Ex       TA           Mn
## 1010          0        TA        Fa     BrkTil       TA       TA           No
## 1011          0        TA        TA     CBlock       TA       TA           No
## 1012          0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 1013          0        TA        Gd      PConc       TA       Fa           No
## 1014          0        TA        TA     BrkTil       TA       TA           No
## 1015        206        TA        TA     CBlock       TA       Fa           No
## 1016          0        Gd        TA      PConc       Gd       TA           No
## 1017        196        Gd        TA      PConc       Gd       TA           Gd
## 1018          0        Gd        TA     CBlock       Gd       TA           Av
## 1019         76        Gd        TA      PConc       Gd       TA           No
## 1020        145        Gd        TA      PConc       Gd       TA           Gd
## 1021          0        TA        TA      PConc       Gd       TA           No
## 1022         84        Gd        TA      PConc       Gd       TA           Av
## 1023          0        TA        TA     CBlock       TA       TA           No
## 1024         14        Gd        TA      PConc       Gd       Gd           No
## 1025          0        Gd        TA     CBlock       Gd       TA           Av
## 1026          0        TA        TA     CBlock       TA       TA           No
## 1027        324        TA        TA     CBlock       TA       TA           No
## 1028        338        Gd        TA      PConc       Gd       TA           Gd
## 1029          0        TA        TA     CBlock       TA       TA           No
## 1030        281        TA        TA     CBlock       TA       TA           No
## 1031          0        TA        TA      PConc       TA       TA           Mn
## 1032          0        TA        TA     BrkTil       TA       TA           No
## 1033          0        Gd        Gd      PConc       Gd       Gd           No
## 1034        295        Gd        TA      PConc       Gd       TA           No
## 1035          0        TA        Gd      PConc       Fa       Fa           No
## 1036          0        TA        Gd       Slab     <NA>     <NA>         <NA>
## 1037         70        Gd        TA      PConc       Ex       TA           Gd
## 1038        396        Gd        TA      PConc       Gd       TA           No
## 1039          0        TA        TA     CBlock       TA       TA           No
## 1040          0        TA        TA     CBlock       Gd       TA           Av
## 1041         67        TA        TA     CBlock       TA       TA           No
## 1042        252        TA        TA     CBlock       TA       TA           No
## 1043        135        Gd        TA      PConc       Gd       TA           Av
## 1044         99        TA        TA      PConc       Gd       TA           No
## 1045          0        Gd        TA      PConc       Gd       TA           No
## 1046          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1047        208        Gd        TA      PConc       Ex       TA           Av
## 1048          0        TA        TA      PConc       Gd       TA           No
## 1049         75        TA        Fa       Slab     <NA>     <NA>         <NA>
## 1050          0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 1051          0        Gd        TA      PConc       Gd       TA           Av
## 1052          0        Gd        TA      PConc       Gd       TA           Av
## 1053        272        TA        TA     CBlock       TA       TA           No
## 1054        145        TA        TA     CBlock       TA       TA           Av
## 1055        210        Gd        TA      PConc       Gd       TA           Mn
## 1056        160        TA        TA     CBlock       Gd       TA           No
## 1057        240        Gd        TA      PConc       Gd       TA           Av
## 1058          0        Gd        TA      PConc       Gd       TA           No
## 1059        154        Ex        TA      PConc       Ex       TA           Av
## 1060        480        TA        TA     CBlock       TA       TA           Mn
## 1061          0        Gd        TA      PConc       Gd       TA           Mn
## 1062          0        Fa        TA     CBlock       TA       TA           No
## 1063          0        TA        TA     BrkTil       TA       TA           No
## 1064          0        TA        Gd     BrkTil       TA       TA           No
## 1065        200        TA        TA     CBlock       TA       TA           Mn
## 1066          0        Gd        TA      PConc       Ex       TA           Gd
## 1067          0        Gd        TA      PConc       Gd       TA           No
## 1068        360        TA        TA     CBlock       TA       TA           Gd
## 1069          0        TA        TA     CBlock       Gd       TA           No
## 1070          0        TA        TA     CBlock       TA       TA           No
## 1071        120        TA        TA     CBlock       TA       TA           No
## 1072          0        TA        TA     CBlock       TA       TA           No
## 1073          0        TA        TA     CBlock       Fa       Fa           Mn
## 1074        140        TA        TA     CBlock       TA       TA           No
## 1075          0        Gd        TA      PConc       Gd       TA           Av
## 1076          0        TA        TA     CBlock       TA       TA           No
## 1077          0        TA        TA     CBlock       Fa       TA           No
## 1078          0        TA        TA     CBlock       TA       TA           Mn
## 1079        169        Gd        TA      PConc       Gd       TA           Mn
## 1080          0        TA        TA      PConc       Gd       TA           No
## 1081        144        Gd        Gd     CBlock       TA       TA           No
## 1082          0        TA        TA     CBlock       TA       TA           No
## 1083        100        Gd        TA      PConc       Gd       TA           No
## 1084        425        TA        TA     CBlock       TA       TA           No
## 1085          0        TA        TA      PConc       Gd       TA           No
## 1086          0        TA        TA      PConc       Gd       TA           Av
## 1087          0        TA        TA     CBlock       TA       TA           No
## 1088          0        Gd        TA      PConc       Gd       TA           Mn
## 1089         50        Gd        TA      PConc       Gd       TA           No
## 1090          0        Gd        TA      PConc       Gd       TA           No
## 1091          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1092        212        Gd        TA      PConc       Gd       TA           No
## 1093          0        TA        TA      PConc       TA       TA           No
## 1094        166        TA        TA     CBlock       TA       TA           Mn
## 1095          0        TA        TA     CBlock       TA       TA           No
## 1096          0        Gd        TA      PConc       Gd       TA           No
## 1097          0        TA        TA      PConc       TA       TA           No
## 1098          0        Gd        TA     CBlock       Gd       TA           No
## 1099          0        TA        TA     BrkTil       TA       TA           No
## 1100        206        TA        TA     CBlock       Gd       TA           No
## 1101          0        TA        TA     CBlock       TA       Fa           No
## 1102          0        TA        TA     CBlock       TA       TA           No
## 1103         45        TA        TA     CBlock       TA       TA           No
## 1104          0        TA        TA     CBlock       TA       TA           Mn
## 1105        304        TA        TA     CBlock       TA       TA           No
## 1106        362        Gd        TA      PConc       Ex       TA           Av
## 1107          0        Gd        TA      PConc       Gd       TA           Mn
## 1108          0        Gd        TA      PConc       Ex       Gd           No
## 1109          0        TA        TA      PConc       Gd       TA           No
## 1110         42        Gd        TA      PConc       Ex       TA           Mn
## 1111          0        TA        TA      PConc       Gd       TA           No
## 1112        660        TA        TA     CBlock       TA       TA           No
## 1113          0        TA        TA     CBlock       TA       TA           No
## 1114          0        TA        TA     CBlock       TA       TA           No
## 1115          0        TA        Gd     CBlock       TA       TA           No
## 1116        328        Gd        TA      PConc       Ex       TA           No
## 1117          0        Gd        TA      PConc       Gd       TA           No
## 1118          0        TA        TA     CBlock       TA       TA           No
## 1119          0        TA        Gd     CBlock       TA       TA           No
## 1120          0        TA        TA     CBlock       TA       TA           No
## 1121          0        TA        TA     BrkTil       TA       TA           No
## 1122        196        Gd        TA      PConc       Gd       TA           Av
## 1123          0        TA        TA     CBlock       TA       TA           No
## 1124          0        TA        Ex     CBlock       TA       TA           No
## 1125        170        TA        TA      PConc       Gd       TA           No
## 1126          0        TA        TA     CBlock       TA       TA           No
## 1127        130        Gd        TA      PConc       Gd       TA           No
## 1128          0        Gd        TA      PConc       Gd       TA           Av
## 1129          0        Gd        TA      PConc       Gd       TA           Av
## 1130        180        TA        TA     CBlock       Gd       TA           Gd
## 1131          0        TA        TA     BrkTil       TA       TA           No
## 1132          0        TA        TA      PConc       Gd       TA           Mn
## 1133          0        TA        TA     BrkTil       TA       TA           Mn
## 1134          0        Gd        TA      PConc       Gd       TA           No
## 1135          0        TA        TA      PConc       Gd       TA           Av
## 1136          0        TA        TA     BrkTil       TA       TA           No
## 1137          0        TA        TA     CBlock       TA       TA           No
## 1138          0        TA        Gd     CBlock       TA       TA           No
## 1139          0        TA        TA      PConc       TA       TA           Gd
## 1140          0        TA        Fa     BrkTil       TA       TA           No
## 1141          0        TA        TA     CBlock       TA       TA           Mn
## 1142         44        TA        Gd     CBlock       TA       TA           No
## 1143        340        Gd        TA      PConc       Ex       TA           Gd
## 1144          0        TA        TA     CBlock       TA       TA           No
## 1145          0        TA        Fa     BrkTil       Gd       TA           No
## 1146          0        TA        TA     BrkTil       TA       TA           No
## 1147         85        Gd        TA     CBlock       Gd       TA           No
## 1148          0        TA        TA     CBlock       TA       TA           No
## 1149          0        TA        TA      PConc       TA       TA           No
## 1150          0        TA        Gd      PConc       TA       TA           No
## 1151          0        TA        TA     CBlock       TA       TA           No
## 1152        132        TA        TA     CBlock       TA       TA           No
## 1153          0        TA        TA      PConc       TA       TA           No
## 1154          0        Gd        Gd     BrkTil       TA       TA           Av
## 1155        288        TA        TA     CBlock       TA       TA           Gd
## 1156          0        Gd        Gd     CBlock       Gd       TA           Gd
## 1157          0        TA        Gd      PConc       TA       TA           Gd
## 1158        166        Gd        TA      PConc       Gd       TA           No
## 1159        186        Gd        TA      PConc       Gd       TA           No
## 1160        270        Gd        TA     CBlock       TA       TA           No
## 1161          0        TA        TA     CBlock       Gd       TA           No
## 1162         72        Gd        TA     CBlock       TA       TA           No
## 1163          0        TA        TA     CBlock       Gd       TA           No
## 1164          0        TA        TA     CBlock       Gd       TA           Av
## 1165          0        TA        TA      PConc       Gd       TA           Gd
## 1166        268        Gd        TA      PConc       Gd       TA           No
## 1167         72        Gd        TA      PConc       Gd       TA           Av
## 1168          0        TA        TA      PConc       Gd       TA           No
## 1169          0        TA        TA     CBlock       TA       TA           No
## 1170       1378        Gd        Gd      PConc       Ex       TA           Gd
## 1171          0        TA        TA     CBlock       TA       TA           Av
## 1172          0        TA        TA     CBlock       TA       TA           No
## 1173          0        Gd        TA      PConc       Gd       TA           No
## 1174          0        TA        TA     CBlock       TA       TA           No
## 1175          0        TA        TA     BrkTil       Gd       TA           No
## 1176        337        Gd        TA      PConc       Gd       TA           No
## 1177          0        TA        TA     CBlock       TA       TA           No
## 1178          0        TA        TA     CBlock       TA       TA           No
## 1179          0        TA        TA     BrkTil       TA       TA           No
## 1180          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1181          0        TA        TA       Wood       Gd       TA           No
## 1182        186        Ex        TA      PConc       Ex       TA           Gd
## 1183          0        Gd        TA      PConc       Ex       TA           Av
## 1184          0        TA        TA     BrkTil       TA       TA           No
## 1185        226        TA        TA     CBlock       TA       TA           Gd
## 1186          0        TA        Gd     BrkTil       TA       TA           No
## 1187          0        TA        TA     CBlock       Fa       TA           Mn
## 1188          0        Gd        TA      PConc       Gd       TA           No
## 1189         95        Gd        TA      PConc       Gd       TA           No
## 1190          0        TA        TA      PConc       TA       TA           No
## 1191        149        TA        Gd     CBlock       TA       TA           Av
## 1192        456        Gd        TA      PConc       Gd       TA           No
## 1193          0        TA        TA      PConc       TA       TA           Mn
## 1194        425        TA        TA      PConc       Ex       TA           No
## 1195        143        TA        TA     CBlock       TA       TA           No
## 1196          0        TA        TA      PConc       Gd       TA           No
## 1197          0        Gd        TA      PConc       Gd       TA           Av
## 1198          0        TA        TA     BrkTil       TA       TA           No
## 1199          0        Gd        TA      PConc       Gd       TA           No
## 1200         51        TA        TA     CBlock       TA       TA           No
## 1201          0        TA        TA     CBlock       TA       TA           No
## 1202          0        TA        TA      PConc       Gd       TA           Av
## 1203          0        TA        TA     BrkTil       TA       TA           No
## 1204        171        Gd        TA      PConc       Gd       TA           No
##      BsmtFinType1 BsmtFinSF1 BsmtFinType2 BsmtFinSF2 BsmtUnfSF TotalBsmtSF
## 1             GLQ        706          Unf          0       150         856
## 2             ALQ        978          Unf          0       284        1262
## 3             GLQ        486          Unf          0       434         920
## 4             ALQ        216          Unf          0       540         756
## 5             GLQ        655          Unf          0       490        1145
## 6             GLQ        732          Unf          0        64         796
## 7             GLQ       1369          Unf          0       317        1686
## 8             ALQ        859          BLQ         32       216        1107
## 9             Unf          0          Unf          0       952         952
## 10            GLQ        851          Unf          0       140         991
## 11            Rec        906          Unf          0       134        1040
## 12            GLQ        998          Unf          0       177        1175
## 13            ALQ        737          Unf          0       175         912
## 14            Unf          0          Unf          0      1494        1494
## 15            BLQ        733          Unf          0       520        1253
## 16            Unf          0          Unf          0       832         832
## 17            ALQ        578          Unf          0       426        1004
## 18           <NA>          0         <NA>          0         0           0
## 19            GLQ        646          Unf          0       468        1114
## 20            LwQ        504          Unf          0       525        1029
## 21            Unf          0          Unf          0      1158        1158
## 22            Unf          0          Unf          0       637         637
## 23            Unf          0          Unf          0      1777        1777
## 24            GLQ        840          Unf          0       200        1040
## 25            Rec        188          ALQ        668       204        1060
## 26            Unf          0          Unf          0      1566        1566
## 27            BLQ        234          Rec        486       180         900
## 28            GLQ       1218          Unf          0       486        1704
## 29            BLQ       1277          Unf          0       207        1484
## 30            Unf          0          Unf          0       520         520
## 31            Unf          0          Unf          0       649         649
## 32            Unf          0          Unf          0      1228        1228
## 33            Unf          0          Unf          0      1234        1234
## 34            Rec       1018          Unf          0       380        1398
## 35            GLQ       1153          Unf          0       408        1561
## 36            Unf          0          Unf          0      1117        1117
## 37            Unf          0          Unf          0      1097        1097
## 38            Rec       1213          Unf          0        84        1297
## 39            GLQ        731          Unf          0       326        1057
## 40           <NA>          0         <NA>          0         0           0
## 41            Rec        643          Unf          0       445        1088
## 42            BLQ        967          Unf          0       383        1350
## 43            ALQ        747          LwQ         93         0         840
## 44            LwQ        280          BLQ        491       167         938
## 45            ALQ        179          BLQ        506       465        1150
## 46            GLQ        456          Unf          0      1296        1752
## 47            GLQ       1351          Unf          0        83        1434
## 48            GLQ         24          Unf          0      1632        1656
## 49            Unf          0          Unf          0       736         736
## 50            BLQ        763          Unf          0       192         955
## 51            GLQ        182          Unf          0       612         794
## 52            Unf          0          Unf          0       816         816
## 53            LwQ        104          GLQ        712         0         816
## 54            GLQ       1810          Unf          0        32        1842
## 55            ALQ        384          Unf          0         0         384
## 56            BLQ        490          Unf          0       935        1425
## 57            GLQ        649          Unf          0       321         970
## 58            Unf          0          Unf          0       860         860
## 59            Unf          0          Unf          0      1410        1410
## 60            ALQ        632          Unf          0       148         780
## 61            ALQ        941          Unf          0       217        1158
## 62            Unf          0          Unf          0       530         530
## 63            GLQ         24          Unf          0      1346        1370
## 64            Unf          0          Unf          0       576         576
## 65            GLQ        739          Unf          0       318        1057
## 66            Unf          0          Unf          0      1143        1143
## 67            GLQ        912          Unf          0      1035        1947
## 68            GLQ       1013          Unf          0       440        1453
## 69            Unf          0          Unf          0       747         747
## 70            BLQ        603          Unf          0       701        1304
## 71            ALQ       1880          Unf          0       343        2223
## 72            ALQ        565          Unf          0       280         845
## 73            Unf          0          Unf          0       832         832
## 74            ALQ        320          BLQ        362       404        1086
## 75            Unf          0          Unf          0       840         840
## 76            GLQ        462          Unf          0         0         462
## 77            ALQ        228          Unf          0       724         952
## 78            BLQ        336          GLQ         41       295         672
## 79            Unf          0          Unf          0      1768        1768
## 80            Unf          0          Unf          0       440         440
## 81            Rec        448          Unf          0       448         896
## 82            GLQ       1201          Unf          0        36        1237
## 83            GLQ         33          Unf          0      1530        1563
## 84            Unf          0          Unf          0      1065        1065
## 85            Unf          0          Unf          0       384         384
## 86            Unf          0          Unf          0      1288        1288
## 87            Unf          0          Unf          0       684         684
## 88            Unf          0          Unf          0       612         612
## 89            Unf          0          Unf          0      1013        1013
## 90            GLQ        588          Unf          0       402         990
## 91           <NA>          0         <NA>          0         0           0
## 92            Rec        600          Unf          0       635        1235
## 93            ALQ        713          Unf          0       163         876
## 94            Rec       1046          Unf          0       168        1214
## 95            GLQ        648          Unf          0       176         824
## 96            ALQ        310          Unf          0       370         680
## 97            ALQ       1162          Unf          0       426        1588
## 98            Rec        520          Unf          0       440         960
## 99            ALQ        108          Unf          0       350         458
## 100           ALQ        569          Unf          0       381         950
## 101           ALQ       1200          Unf          0       410        1610
## 102           Unf          0          Unf          0       741         741
## 103          <NA>          0         <NA>          0         0           0
## 104           Unf          0          Unf          0      1226        1226
## 105           LwQ        224          Unf          0       816        1040
## 106           Unf          0          Unf          0      1053        1053
## 107           Unf          0          Unf          0       641         641
## 108           ALQ        104          BLQ        169       516         789
## 109           Unf          0          Unf          0       793         793
## 110           BLQ        705          Unf          0      1139        1844
## 111           Rec        444          Unf          0       550         994
## 112           GLQ        250          Unf          0       134         384
## 113           GLQ        984          Unf          0       280        1264
## 114           ALQ         35          Rec        869       905        1809
## 115           ALQ        774          LwQ        150       104        1028
## 116           GLQ        419          Unf          0       310         729
## 117           LwQ        170          BLQ        670       252        1092
## 118           Unf          0          Unf          0      1125        1125
## 119           GLQ       1470          Unf          0       203        1673
## 120           Unf          0          Unf          0       728         728
## 121           ALQ        938          Unf          0         0         938
## 122           Unf          0          Unf          0       732         732
## 123           BLQ        570          Unf          0       510        1080
## 124           GLQ        300          Unf          0       899        1199
## 125           Unf          0          Unf          0      1362        1362
## 126           GLQ        490          Unf          0        30         520
## 127           ALQ        120          Unf          0       958        1078
## 128           LwQ        116          Unf          0       556         672
## 129           BLQ        512          Unf          0       148         660
## 130           Rec        567          BLQ         28       413        1008
## 131           Rec        445          Unf          0       479         924
## 132           GLQ        695          Unf          0       297         992
## 133           Rec        405          Unf          0       658        1063
## 134           GLQ       1005          Unf          0       262        1267
## 135           Rec        570          Unf          0       891        1461
## 136           Unf          0          Unf          0      1304        1304
## 137           BLQ        695          Unf          0       519        1214
## 138           Unf          0          Unf          0      1907        1907
## 139           GLQ        668          Unf          0       336        1004
## 140           GLQ        821          Unf          0       107         928
## 141           ALQ        432          Unf          0       432         864
## 142           GLQ       1300          Unf          0       434        1734
## 143           Rec        507          Unf          0       403         910
## 144           GLQ        679          Unf          0       811        1490
## 145           Rec       1332          Unf          0       396        1728
## 146           Unf          0          Unf          0       970         970
## 147           BLQ        209          Unf          0       506         715
## 148           Unf          0          Unf          0       884         884
## 149           GLQ        680          Unf          0       400        1080
## 150           Unf          0          Unf          0       896         896
## 151           BLQ        716          Unf          0       253         969
## 152           GLQ       1400          Unf          0       310        1710
## 153           Rec        416          Unf          0       409         825
## 154           BLQ        429          ALQ       1080        93        1602
## 155           Unf          0          Unf          0      1200        1200
## 156           Unf          0          Unf          0       572         572
## 157          <NA>          0         <NA>          0         0           0
## 158           Unf          0          Unf          0       774         774
## 159           GLQ        222          Unf          0       769         991
## 160           GLQ         57          Unf          0      1335        1392
## 161           BLQ        660          Unf          0       572        1232
## 162           GLQ       1016          Unf          0       556        1572
## 163           BLQ       1201          Unf          0       340        1541
## 164           Unf          0          Unf          0       882         882
## 165           LwQ        370          Unf          0       779        1149
## 166           ALQ        351          Rec        181       112         644
## 167           LwQ        379          BLQ        768       470        1617
## 168           GLQ       1288          Unf          0       294        1582
## 169           Unf          0          Unf          0       840         840
## 170           Unf          0          Unf          0      1686        1686
## 171           Rec        360          Unf          0       360         720
## 172           BLQ        639          Unf          0       441        1080
## 173           GLQ        495          Rec        215       354        1064
## 174           ALQ        288          Rec        374       700        1362
## 175           ALQ       1398          LwQ        208         0        1606
## 176           ALQ        477          Unf          0       725        1202
## 177           GLQ        831          Unf          0       320        1151
## 178           ALQ         57          BLQ        441       554        1052
## 179           GLQ       1904          Unf          0       312        2216
## 180           Unf          0          Unf          0       968         968
## 181           GLQ        436          Unf          0       320         756
## 182           LwQ        352          Unf          0       441         793
## 183          <NA>          0         <NA>          0         0           0
## 184           Unf          0          Unf          0      1362        1362
## 185           Unf          0          Unf          0       504         504
## 186           Unf          0          Unf          0      1107        1107
## 187           GLQ        611          Unf          0       577        1188
## 188           Unf          0          Unf          0       660         660
## 189           GLQ       1086          Unf          0         0        1086
## 190           GLQ       1153          Unf          0       440        1593
## 191           Rec        297          Unf          0       556         853
## 192           ALQ        626          Unf          0        99         725
## 193           GLQ        560          Unf          0       871        1431
## 194           Unf          0          Unf          0       970         970
## 195           ALQ        390          Unf          0       474         864
## 196           ALQ        566          Unf          0       289         855
## 197           GLQ       1126          Unf          0       600        1726
## 198           GLQ       1036          LwQ        184       140        1360
## 199           Unf          0          Unf          0       755         755
## 200           GLQ       1088          Unf          0       625        1713
## 201           Unf          0          Unf          0      1121        1121
## 202           ALQ        641          LwQ        279       276        1196
## 203           LwQ        617          Unf          0         0         617
## 204           GLQ        662          Unf          0       186         848
## 205           LwQ        312          Unf          0       408         720
## 206           Unf          0          Unf          0      1424        1424
## 207           Unf          0          Unf          0      1140        1140
## 208           ALQ        419          Rec        306       375        1100
## 209           GLQ       1065          Unf          0        92        1157
## 210           Rec        787          Unf          0       305        1092
## 211           Rec        468          Unf          0       396         864
## 212           GLQ         36          Unf          0      1176        1212
## 213           GLQ        822          Unf          0        78         900
## 214           ALQ        716          Unf          0       274         990
## 215           GLQ        378          Unf          0       311         689
## 216           BLQ        360          Unf          0       710        1070
## 217           GLQ        946          Unf          0       490        1436
## 218           Unf          0          Unf          0       686         686
## 219           BLQ        341          Unf          0       457         798
## 220           GLQ         16          Unf          0      1232        1248
## 221           Unf          0          Unf          0      1498        1498
## 222           Unf          0          Unf          0      1010        1010
## 223           ALQ        550          Unf          0       163         713
## 224           ALQ        524          LwQ        180       160         864
## 225           GLQ         56          Unf          0      2336        2392
## 226           Unf          0          Unf          0       630         630
## 227           GLQ        565          Unf          0       638        1203
## 228           Rec        321          Unf          0       162         483
## 229           ALQ        842          Unf          0        70         912
## 230           GLQ         16          Unf          0      1357        1373
## 231           Unf          0          Unf          0      1194        1194
## 232           GLQ        689          Unf          0       773        1462
## 233           Unf          0          Unf          0       483         483
## 234           LwQ        182          ALQ        712         0         894
## 235           GLQ        625          Unf          0       235         860
## 236           ALQ        358          Unf          0       125         483
## 237           GLQ         24          Unf          0      1390        1414
## 238           BLQ        402          Unf          0       594         996
## 239           Unf          0          Unf          0      1694        1694
## 240           LwQ         94          Unf          0       641         735
## 241           GLQ       1078          Unf          0       488        1566
## 242           ALQ        329          Unf          0       357         686
## 243           Unf          0          Unf          0       540         540
## 244           Unf          0          Unf          0       626         626
## 245           GLQ        695          Unf          0       253         948
## 246           GLQ        929          Unf          0       916        1845
## 247           Unf          0          Unf          0      1020        1020
## 248           Unf          0          Unf          0      1367        1367
## 249           Unf          0          Unf          0       840         840
## 250           Rec        697          Unf          0       747        1444
## 251           Unf          0          Unf          0       728         728
## 252           GLQ       1573          Unf          0         0        1573
## 253           Unf          0          Unf          0       798         798
## 254           LwQ        270          ALQ        580       452        1302
## 255           Rec        922          Unf          0       392        1314
## 256           Unf          0          Unf          0       975         975
## 257           Rec        503          Unf          0       361         864
## 258           GLQ       1334          Unf          0       270        1604
## 259           GLQ        361          Unf          0       602         963
## 260          <NA>          0         <NA>          0         0           0
## 261           Rec        672          ALQ        690         0        1362
## 262           Unf          0          Unf          0      1482        1482
## 263           ALQ        506          Unf          0         0         506
## 264           LwQ        234          ALQ        692         0         926
## 265           Unf          0          Unf          0       680         680
## 266           GLQ        588          LwQ        228       606        1422
## 267           GLQ        714          Unf          0        88         802
## 268           LwQ        378          Unf          0       342         720
## 269           ALQ        403          Rec        125       212         740
## 270           BLQ        751          Unf          0       392        1143
## 271           Unf          0          Unf          0      1095        1095
## 272           LwQ        226          GLQ       1063        96        1385
## 273           GLQ        524          Unf          0       628        1152
## 274           Rec        620          LwQ        620         0        1240
## 275           ALQ        546          Unf          0       270         816
## 276           Unf          0          Unf          0       952         952
## 277           Unf          0          Unf          0      1560        1560
## 278           LwQ        120          Unf          0       744         864
## 279           Unf          0          Unf          0      2121        2121
## 280           BLQ        392          Unf          0       768        1160
## 281           GLQ        421          Unf          0       386         807
## 282           GLQ        905          Unf          0       357        1262
## 283           GLQ        904          Unf          0       410        1314
## 284           Unf          0          Unf          0      1468        1468
## 285           GLQ        430          Unf          0      1145        1575
## 286           Unf          0          Unf          0       625         625
## 287           Rec        600          Unf          0       312         912
## 288           BLQ        614          Unf          0       244         858
## 289           BLQ        450          Unf          0       432         882
## 290           Unf          0          Unf          0       698         698
## 291           Unf          0          Unf          0      1079        1079
## 292           Rec        210          Unf          0       570         780
## 293           LwQ        292          Unf          0       476         768
## 294           ALQ        795          Unf          0         0         795
## 295           GLQ       1285          Unf          0       131        1416
## 296           GLQ        819          Unf          0       184        1003
## 297           BLQ        420          Unf          0       490         910
## 298           BLQ        649          Unf          0       326         975
## 299           ALQ        384          Rec        175       143         702
## 300           Unf          0          Unf          0      1092        1092
## 301           BLQ        841          Unf          0       324        1165
## 302           GLQ        281          Unf          0       747        1028
## 303           Unf          0          Unf          0      1541        1541
## 304           ALQ        894          Unf          0         0         894
## 305           Unf          0          Unf          0      1470        1470
## 306           GLQ       1464          Unf          0       536        2000
## 307           ALQ        700          Unf          0         0         700
## 308           Unf          0          Unf          0       319         319
## 309           BLQ        262          Unf          0       599         861
## 310           GLQ       1274          Unf          0       622        1896
## 311           ALQ        518          Unf          0       179         697
## 312           ALQ        680          Unf          0       292         972
## 313           Rec        507          Unf          0       286         793
## 314           ALQ       1236          Rec        820        80        2136
## 315           LwQ         16          Unf          0       712         728
## 316           GLQ        425          Unf          0       291         716
## 317           GLQ        692          Unf          0       153         845
## 318           Unf          0          Unf          0      1088        1088
## 319           GLQ        987          Unf          0       360        1347
## 320           GLQ       1036          Unf          0       336        1372
## 321           Unf          0          Unf          0      1249        1249
## 322           GLQ        970          Unf          0       166        1136
## 323           LwQ         28          ALQ       1474         0        1502
## 324           ALQ        256          Unf          0       906        1162
## 325           Unf          0          Unf          0       710         710
## 326           BLQ        116          Unf          0       604         720
## 327           GLQ       1619          Unf          0       100        1719
## 328           Rec        565          Unf          0       818        1383
## 329           Unf          0          Unf          0       844         844
## 330           Unf          0          Unf          0       596         596
## 331           GLQ         40          Rec        264      1424        1728
## 332           Rec        846          Unf          0       210        1056
## 333           GLQ       1124         <NA>        479      1603        3206
## 334           GLQ        720          Unf          0       638        1358
## 335           GLQ        828          Unf          0       115         943
## 336           ALQ       1249          BLQ        147       103        1499
## 337           GLQ       1249          Unf          0       673        1922
## 338           GLQ        810          Unf          0       726        1536
## 339           ALQ        213          Unf          0       995        1208
## 340           Rec        585          Unf          0       630        1215
## 341           Unf          0          Unf          0       967         967
## 342           Unf          0          Unf          0       721         721
## 343          <NA>          0         <NA>          0         0           0
## 344           GLQ         28          Unf          0      1656        1684
## 345           Rec        129          BLQ        232       175         536
## 346           Unf          0          Unf          0       972         972
## 347           BLQ        498          Unf          0       460         958
## 348           BLQ       1270          Unf          0       208        1478
## 349           GLQ        573          Unf          0       191         764
## 350           GLQ       1410          Unf          0       438        1848
## 351           Unf          0          Unf          0      1869        1869
## 352           GLQ       1082          Unf          0       371        1453
## 353           LwQ        236          Rec        380         0         616
## 354           Unf          0          Unf          0       624         624
## 355           LwQ        388          Unf          0       552         940
## 356           ALQ        334          BLQ        544       322        1200
## 357           GLQ        560          Unf          0       598        1158
## 358           ALQ        874          Unf          0       268        1142
## 359           BLQ        300          Rec        294       468        1062
## 360           GLQ        956          Unf          0       130        1086
## 361           GLQ        773          Unf          0       115         888
## 362           Rec        399          Unf          0       484         883
## 363          <NA>          0         <NA>          0         0           0
## 364           ALQ        162          Unf          0       321         483
## 365           GLQ        712          Unf          0        84         796
## 366           Rec        456          Unf          0       216         672
## 367           BLQ        609          Unf          0       785        1394
## 368           GLQ        371          Unf          0       728        1099
## 369           LwQ        540          Unf          0       728        1268
## 370           ALQ         72          Rec        258       733        1063
## 371           Unf          0          Unf          0       953         953
## 372          <NA>          0         <NA>          0         0           0
## 373           ALQ        623          LwQ        121         0         744
## 374           BLQ        428          LwQ        180         0         608
## 375           Unf          0          Unf          0       847         847
## 376           BLQ        350          Unf          0       333         683
## 377           GLQ        298          Unf          0       572         870
## 378           Unf          0          Unf          0      1580        1580
## 379           GLQ       1445          Unf          0       411        1856
## 380           Unf          0          Unf          0       982         982
## 381           LwQ        218          Unf          0       808        1026
## 382           Unf          0          Unf          0      1293        1293
## 383           Unf          0          Unf          0       939         939
## 384           Unf          0          Unf          0       784         784
## 385           GLQ        985          Unf          0       595        1580
## 386           GLQ         24          Unf          0      1232        1256
## 387           Unf          0          Unf          0       658         658
## 388           ALQ        631          Unf          0       410        1041
## 389           Unf          0          Unf          0      1468        1468
## 390           GLQ       1280          Unf          0       402        1682
## 391           Rec        241          BLQ        391       229         861
## 392           ALQ        690          Unf          0       114         804
## 393          <NA>          0         <NA>          0         0           0
## 394           Rec        266          Unf          0       522         788
## 395           Unf          0          Unf          0       735         735
## 396           BLQ        739          Unf          0       405        1144
## 397           Rec        777          Unf          0       117         894
## 398           ALQ        540          Unf          0       324         864
## 399           Unf          0          Unf          0       961         961
## 400           GLQ        812          Unf          0       280        1092
## 401           GLQ        786          Unf          0       474        1260
## 402           GLQ         24          Unf          0      1286        1310
## 403           Unf          0          Unf          0       672         672
## 404           Unf          0          Unf          0      1141        1141
## 405           Unf          0          Unf          0       806         806
## 406           BLQ       1116          Unf          0       165        1281
## 407           Unf          0          Unf          0      1064        1064
## 408           Unf          0          Unf          0       840         840
## 409           Unf          0          Unf          0      1063        1063
## 410           GLQ        789          Unf          0       245        1034
## 411           Unf          0          Unf          0      1276        1276
## 412           Rec       1056          Unf          0         0        1056
## 413           GLQ        578          Unf          0       892        1470
## 414           Unf          0          Unf          0      1008        1008
## 415           BLQ         50          GLQ        531       499        1080
## 416           GLQ         24          Unf          0      1316        1340
## 417           ALQ        209          Unf          0       463         672
## 418           BLQ       1128          Unf          0       242        1370
## 419           ALQ        312          Unf          0       444         756
## 420           BLQ        775          Unf          0       281        1056
## 421           GLQ       1309          Unf          0        35        1344
## 422           ALQ       1246          Unf          0       356        1602
## 423           Unf          0          Unf          0       988         988
## 424           GLQ        986          Unf          0       484        1470
## 425           LwQ        616          Unf          0       580        1196
## 426           Unf          0          Unf          0       651         651
## 427           GLQ       1518          Unf          0         0        1518
## 428           Rec        288          Unf          0       619         907
## 429           GLQ        664          Unf          0       544        1208
## 430           GLQ       1005          Unf          0       387        1392
## 431           ALQ        387          Unf          0        96         483
## 432           Unf          0          Unf          0       901         901
## 433           ALQ        471          Unf          0       294         765
## 434           Unf          0          Unf          0       926         926
## 435           ALQ        495          Unf          0       135         630
## 436           GLQ        385          ALQ        344        70         799
## 437           Unf          0          Unf          0       648         648
## 438           Unf          0          Unf          0       884         884
## 439           LwQ        365          Unf          0        75         440
## 440           Unf          0          Unf          0       684         684
## 441           GLQ       1767          ALQ        539       788        3094
## 442           ALQ        133          Unf          0      1307        1440
## 443           Unf          0          Unf          0      1078        1078
## 444           Unf          0          Unf          0      1258        1258
## 445           GLQ        642          Unf          0       273         915
## 446           Unf          0          Unf          0      1436        1436
## 447           ALQ        247          Rec        713       557        1517
## 448           Unf          0          Unf          0       930         930
## 449           Unf          0          Unf          0       780         780
## 450           ALQ        331          Unf          0       318         649
## 451           Unf          0          Unf          0       813         813
## 452           ALQ        655          Unf          0       878        1533
## 453           ALQ        742          Unf          0       130         872
## 454           Unf          0          Unf          0       768         768
## 455           ALQ       1606          Unf          0       122        1728
## 456           ALQ        916          Unf          0       326        1242
## 457           Unf          0          Unf          0       624         624
## 458           BLQ       1116          Unf          0       248        1364
## 459           Unf          0          Unf          0       588         588
## 460           LwQ        185          Unf          0       524         709
## 461           GLQ        544          Unf          0       288         832
## 462           ALQ        350          BLQ        210         0         560
## 463           Rec        553          BLQ        311         0         864
## 464           LwQ        326          Unf          0       389         715
## 465           Rec        616          Unf          0       424        1040
## 466           Unf          0          Unf          0      1375        1375
## 467           GLQ        778          Unf          0       499        1277
## 468           LwQ        386          Unf          0       342         728
## 469           Unf          0          Unf          0      1626        1626
## 470           GLQ        426          Unf          0       406         832
## 471           GLQ        368          BLQ       1120         0        1488
## 472           Unf          0          Unf          0       808         808
## 473           GLQ        459          Unf          0        88         547
## 474           GLQ       1350          Unf          0       626        1976
## 475           GLQ       1196          Unf          0       298        1494
## 476           GLQ        630          Unf          0       340         970
## 477           GLQ        994          Unf          0       484        1478
## 478           Unf          0          Unf          0      2153        2153
## 479           GLQ       1288          Unf          0       417        1705
## 480           Rec        168          Unf          0       739         907
## 481           GLQ       1261          Unf          0       572        1833
## 482           GLQ       1567          Unf          0       225        1792
## 483           ALQ        299          Unf          0       611         910
## 484           GLQ        897          Unf          0       319        1216
## 485           ALQ        588          Unf          0       411         999
## 486           ALQ        607          Unf          0       506        1113
## 487           ALQ        836          Unf          0       237        1073
## 488           ALQ        998          Unf          0       486        1484
## 489           BLQ        664          Unf          0       290         954
## 490           GLQ        515          Unf          0       115         630
## 491           Unf          0          Unf          0       264         264
## 492           BLQ        403          Rec        165       238         806
## 493           Unf          0          Unf          0       728         728
## 494           BLQ        374          LwQ        532       363        1269
## 495           Unf          0          Unf          0       190         190
## 496           Rec        495          Unf          0       225         720
## 497           GLQ       1231          Unf          0      1969        3200
## 498           Rec        329          Unf          0       697        1026
## 499           ALQ        450          Unf          0       414         864
## 500           BLQ        111          LwQ        279       522         912
## 501           BLQ        356          Unf          0       316         672
## 502           GLQ        400          Unf          0       466         866
## 503           ALQ        698          GLQ         96       420        1214
## 504           ALQ       1247          Unf          0       254        1501
## 505           ALQ        257          Rec        495       103         855
## 506           Unf          0          Unf          0       960         960
## 507           GLQ        380          Unf          0       397         777
## 508           GLQ         27          Unf          0      1191        1218
## 509           Rec        141          Unf          0       548         689
## 510           ALQ        991          Unf          0        50        1041
## 511           BLQ        650          Rec        180       178        1008
## 512           Unf          0          Unf          0      1368        1368
## 513           BLQ        521          LwQ        174       169         864
## 514           ALQ        336          Unf          0       748        1084
## 515           Unf          0          Unf          0       768         768
## 516           GLQ       1436          Unf          0       570        2006
## 517           Unf          0          Unf          0       689         689
## 518           Unf          0          Unf          0      1264        1264
## 519           GLQ        706          Unf          0        88         794
## 520           Unf          0          Unf          0      1276        1276
## 521          <NA>          0         <NA>          0         0           0
## 522           Rec        777          Unf          0       467        1244
## 523           ALQ        399          Unf          0       605        1004
## 524           GLQ       2260          Unf          0       878        3138
## 525           GLQ        719          Unf          0       660        1379
## 526           Unf          0          Unf          0      1257        1257
## 527           Rec        377          Unf          0       551         928
## 528           GLQ       1330          Unf          0       122        1452
## 529           ALQ        348          Unf          0       180         528
## 530           Rec       1219          Unf          0       816        2035
## 531           GLQ        783          Unf          0       678        1461
## 532           Unf          0          Unf          0       611         611
## 533          <NA>          0         <NA>          0         0           0
## 534          <NA>          0         <NA>          0         0           0
## 535           Unf          0          Unf          0       707         707
## 536           GLQ        969          Unf          0       148        1117
## 537           Unf          0          Unf          0       880         880
## 538           BLQ        600          Unf          0       264         864
## 539           BLQ        673          Unf          0       378        1051
## 540           GLQ       1358          Unf          0       223        1581
## 541           GLQ       1260          Unf          0       578        1838
## 542           Unf          0          Unf          0       969         969
## 543           LwQ        144          GLQ       1127       379        1650
## 544           GLQ        584          LwQ        139         0         723
## 545           GLQ        554          Unf          0       100         654
## 546           GLQ       1002          LwQ        202         0        1204
## 547           Rec        300          Unf          0       765        1065
## 548           ALQ        619          Unf          0       149         768
## 549           LwQ        180          Rec        645         0         825
## 550           Unf          0          Unf          0       912         912
## 551           ALQ        559          Unf          0       510        1069
## 552           Rec        308          Unf          0       620         928
## 553           Unf          0          Unf          0      1709        1709
## 554          <NA>          0         <NA>          0         0           0
## 555           GLQ        866          Unf          0       132         998
## 556           Unf          0          Unf          0       993         993
## 557           Rec        895          Unf          0       197        1092
## 558           Rec        637          Unf          0         0         637
## 559           GLQ        604          Unf          0       125         729
## 560           Unf          0          Unf          0      1374        1374
## 561           ALQ       1302          Unf          0        90        1392
## 562           ALQ       1071          LwQ        123       195        1389
## 563           BLQ        290          Unf          0       706         996
## 564           Unf          0          Unf          0      1163        1163
## 565           GLQ        728          Unf          0       367        1095
## 566           Unf          0          Unf          0       806         806
## 567           Unf          0          Unf          0      1122        1122
## 568           GLQ          2          Unf          0      1515        1517
## 569           GLQ       1441          Unf          0        55        1496
## 570           GLQ        943          Unf          0         0         943
## 571           LwQ        231          Unf          0      1497        1728
## 572           BLQ        414          Unf          0       450         864
## 573           Unf          0          Unf          0       846         846
## 574           Unf          0          Unf          0       384         384
## 575           ALQ        349          Unf          0        23         372
## 576           Rec        442          Unf          0       390         832
## 577           Unf          0          Unf          0       861         861
## 578           LwQ        328          ALQ        551       285        1164
## 579           Unf          0          Unf          0       689         689
## 580           Unf          0          Unf          0      1050        1050
## 581           BLQ        594          Rec        219       331        1144
## 582           Unf          0          Unf          0      2042        2042
## 583           GLQ        816          Unf          0         0         816
## 584           Unf          0          Unf          0      1237        1237
## 585           Unf          0          Unf          0       884         884
## 586           GLQ       1460          Unf          0       408        1868
## 587           Rec        210          ALQ        606         0         816
## 588           ALQ        672          Unf          0       168         840
## 589           GLQ       1324          Unf          0       113        1437
## 590           Unf          0          Unf          0       742         742
## 591           GLQ        490          Unf          0       280         770
## 592           GLQ       1338          Unf          0       384        1722
## 593           GLQ        816          Unf          0         0         816
## 594           GLQ        685          Unf          0       163         848
## 595           Unf          0          Unf          0       924         924
## 596           GLQ       1422          Unf          0       392        1814
## 597           Unf          0          Unf          0       684         684
## 598           Unf          0          Unf          0      1258        1258
## 599           ALQ       1283          LwQ        147         0        1430
## 600           LwQ         81          GLQ        612        23         716
## 601           GLQ        546          Unf          0       512        1058
## 602           Unf          0          Unf          0       780         780
## 603           GLQ        789          Unf          0       119         908
## 604           Unf          0          Unf          0       600         600
## 605           GLQ        922          Unf          0       572        1494
## 606           BLQ        454          Unf          0       314         768
## 607           GLQ        732          Unf          0       308        1040
## 608           GLQ        603          Unf          0       293         896
## 609           BLQ        428          Unf          0       537         965
## 610           Rec        903          Unf          0       126        1029
## 611           GLQ        904          Unf          0       536        1440
## 612           ALQ        605          Unf          0       427        1032
## 613           GLQ        990          Unf          0       309        1299
## 614           ALQ        206          Unf          0       914        1120
## 615           LwQ        150          GLQ        480         0         630
## 616           GLQ        763          Unf          0       173         936
## 617           GLQ        457          Unf          0       326         783
## 618           Unf          0          Unf          0       832         832
## 619           GLQ         48          Unf          0      1774        1822
## 620           GLQ        871          Unf          0       611        1482
## 621           BLQ         41          Unf          0       823         864
## 622           ALQ        956          Rec        182       384        1522
## 623           BLQ        560          Unf          0       420         980
## 624           GLQ        420          Unf          0       336         756
## 625           Rec        247          Unf          0       485         732
## 626           Unf          0          Unf          0      1116        1116
## 627           Unf          0          Unf          0       978         978
## 628           BLQ        674          LwQ        132       350        1156
## 629           Rec        650          Unf          0       390        1040
## 630           GLQ        624          Rec        336       288        1248
## 631           Unf          0          Unf          0       636         636
## 632           GLQ         24          Unf          0      1530        1554
## 633           ALQ        822          Unf          0       564        1386
## 634           BLQ        480          LwQ        468       108        1056
## 635           GLQ       1056          Unf          0         0        1056
## 636           LwQ        256          Unf          0      1184        1440
## 637           Unf          0          Unf          0       264         264
## 638           Unf          0          Unf          0       811         811
## 639           Unf          0          Unf          0       796         796
## 640           GLQ       1154          Unf          0       366        1520
## 641           GLQ       1218          Unf          0       300        1518
## 642           GLQ        738          Unf          0       319        1057
## 643           GLQ       1410          Unf          0       542        1952
## 644           Rec        493          BLQ        287         0         780
## 645           GLQ       1121          Unf          0       645        1766
## 646           ALQ        282          LwQ         35       664         981
## 647          <NA>          0         <NA>          0         0           0
## 648           Rec        500          Unf          0       594        1094
## 649           Unf          0          Unf          0       756         756
## 650           BLQ        131          GLQ        499         0         630
## 651           Unf          0          Unf          0       813         813
## 652           Unf          0          Unf          0       755         755
## 653           Unf          0          Unf          0       880         880
## 654           Unf          0          Unf          0       756         756
## 655           GLQ       1696          Unf          0       413        2109
## 656           Unf          0          Unf          0       525         525
## 657           ALQ        806          Unf          0       247        1053
## 658           Unf          0          Unf          0       776         776
## 659           Unf          0          Unf          0       912         912
## 660           BLQ        637          Unf          0       849        1486
## 661           Unf          0          Unf          0       793         793
## 662           GLQ       1361          Rec        180        88        1629
## 663           Unf          0          Unf          0      1392        1392
## 664           BLQ        920          Rec        180        38        1138
## 665           GLQ       1721          Unf          0       356        2077
## 666           Unf          0          Unf          0      1406        1406
## 667           LwQ        187          Rec        723       111        1021
## 668           GLQ       1138          Unf          0       270        1408
## 669           Rec        988          Unf          0       200        1188
## 670           Unf          0          Unf          0       700         700
## 671           GLQ        193          Unf          0       545         738
## 672           BLQ        551          Unf          0       121         672
## 673           ALQ        767          Unf          0       441        1208
## 674           GLQ       1186          Unf          0       291        1477
## 675           Rec        892          Unf          0       244        1136
## 676           ALQ        311          Unf          0       544         855
## 677           Unf          0          Unf          0      1095        1095
## 678           Unf          0          Unf          0       768         768
## 679           Unf          0          Unf          0      2046        2046
## 680           Rec        827          Unf          0       161         988
## 681           BLQ        543          BLQ        119       261         923
## 682           Rec        182          Unf          0       611         793
## 683           GLQ       1003          Unf          0       288        1291
## 684           GLQ       1059          Unf          0       567        1626
## 685           Unf          0          Unf          0      1195        1195
## 686           GLQ        828          LwQ        182       180        1190
## 687           Unf          0          Unf          0       874         874
## 688           GLQ        239          Unf          0       312         551
## 689           GLQ        945          Unf          0       474        1419
## 690           ALQ         20          Unf          0      1342        1362
## 691           GLQ        697          Unf          0       151         848
## 692           GLQ       1455          Unf          0       989        2444
## 693           GLQ        965          Unf          0       245        1210
## 694           Unf          0          Unf          0      1073        1073
## 695           Unf          0          Unf          0       927         927
## 696           GLQ        980          LwQ         40        92        1112
## 697           LwQ        616          Unf          0         0         616
## 698           LwQ        210          ALQ        551       219         980
## 699           GLQ        553          BLQ        117       224         894
## 700           GLQ         16          Unf          0      1375        1391
## 701           GLQ       1274          Unf          0       526        1800
## 702           Unf          0          Unf          0      1164        1164
## 703           Unf          0          Unf          0      1234        1234
## 704           Unf          0          Unf          0       360         360
## 705           GLQ        712          Unf          0       761        1473
## 706          <NA>          0         <NA>          0         0           0
## 707           GLQ       1219          Unf          0       424        1643
## 708           GLQ        863          Unf          0       461        1324
## 709           Unf          0          Unf          0       728         728
## 710           Unf          0          Unf          0       876         876
## 711           Unf          0          Unf          0       270         270
## 712           Unf          0          Unf          0       859         859
## 713           GLQ        767          Unf          0       461        1228
## 714           ALQ        789          Unf          0       171         960
## 715           GLQ        533          Unf          0       192         725
## 716           Unf          0          Unf          0      1064        1064
## 717           Unf          0          Unf          0       718         718
## 718           BLQ       1084          Unf          0        92        1176
## 719           GLQ       1173          Unf          0       138        1311
## 720           ALQ        523          Unf          0       448         971
## 721           GLQ       1148          Unf          0       594        1742
## 722           GLQ        662          Unf          0       186         848
## 723           ALQ        191          Unf          0       673         864
## 724           Unf          0          Unf          0       941         941
## 725           GLQ       1234          Unf          0       464        1698
## 726           ALQ        375          BLQ        239       250         864
## 727           GLQ        808          Unf          0        72         880
## 728           GLQ        724          Unf          0       508        1232
## 729           Unf          0          Unf          0      1584        1584
## 730           BLQ        152          Unf          0       628         780
## 731           GLQ       1180          Unf          0       415        1595
## 732           GLQ        786          Unf          0        82         868
## 733           ALQ        252          Unf          0       901        1153
## 734           BLQ        594          Unf          0       270         864
## 735           Unf          0          Unf          0       948         948
## 736           Rec        390          Unf          0       490         880
## 737          <NA>          0         <NA>          0         0           0
## 738           Unf          0          Unf          0       893         893
## 739           GLQ       1200          Unf          0         0        1200
## 740           Unf          0          Unf          0       864         864
## 741           Unf          0          Unf          0       264         264
## 742           GLQ        832          Unf          0        80         912
## 743           Unf          0          Unf          0      1349        1349
## 744           ALQ        444          Unf          0        76         520
## 745           GLQ        733          Unf          0       604        1337
## 746           GLQ        575          ALQ         80       487        1142
## 747           GLQ        300          Unf          0       652         952
## 748           Unf          0          Unf          0      1240        1240
## 749           GLQ        919          Unf          0       801        1720
## 750          <NA>          0         <NA>          0         0           0
## 751           Unf          0          Unf          0       576         576
## 752           Unf          0          Unf          0       660         660
## 753           GLQ       1200          Unf          0       279        1479
## 754           Unf          0          Unf          0      1030        1030
## 755           GLQ        439          LwQ        472       115        1026
## 756           GLQ        381          Unf          0       348         729
## 757           GLQ         20          Unf          0       846         866
## 758           Rec        438          Unf          0       234         672
## 759           ALQ        549          Unf          0       195         744
## 760           LwQ         56          ALQ         64      1198        1318
## 761           Rec        612          Unf          0       252         864
## 762           LwQ        405          Unf          0       740        1145
## 763           GLQ         24          Unf          0       732         756
## 764           GLQ       1163          Unf          0        89        1252
## 765           LwQ        437          GLQ       1057         0        1494
## 766           Unf          0          Unf          0      1498        1498
## 767           GLQ        394          Unf          0       586         980
## 768           ALQ        660          Unf          0       323         983
## 769           GLQ         24          Unf          0      1836        1860
## 770           ALQ       1416          Unf          0       234        1650
## 771           GLQ        685          Unf          0       173         858
## 772           LwQ        836          Unf          0         0         836
## 773           ALQ        422          BLQ        127       480        1029
## 774           Rec        456          Unf          0       456         912
## 775           Unf          0          Unf          0      1935        1935
## 776           GLQ        866          Unf          0       338        1204
## 777           GLQ         20          Unf          0      1594        1614
## 778           ALQ        762          Unf          0       102         864
## 779          <NA>          0         <NA>          0         0           0
## 780           GLQ        975          Unf          0         0         975
## 781           Unf          0          Unf          0      1237        1237
## 782           ALQ        387          Unf          0       374         761
## 783           Unf          0          Unf          0      1413        1413
## 784           GLQ       1097          Unf          0         0        1097
## 785           Unf          0          Unf          0       742         742
## 786           Rec        251          LwQ        630       491        1372
## 787           LwQ        686          Unf          0         0         686
## 788           GLQ        656          Unf          0       300         956
## 789           Unf          0          Unf          0       901         901
## 790           LwQ        568          Unf          0       264         832
## 791           GLQ         16          Unf          0      1129        1145
## 792           ALQ        539          Unf          0       490        1029
## 793           GLQ        862          Unf          0       255        1117
## 794           Unf          0          Unf          0      1496        1496
## 795           Unf          0          Unf          0       712         712
## 796           Unf          0          Unf          0       650         650
## 797           Unf          0          Unf          0       660         660
## 798           BLQ        570          Unf          0       203         773
## 799           Unf          0          Unf          0      1926        1926
## 800           ALQ        569          Unf          0       162         731
## 801           GLQ        462          Unf          0       154         616
## 802           LwQ        197          Unf          0       999        1196
## 803           GLQ        648          Unf          0        80         728
## 804           Unf          0          Unf          0      1734        1734
## 805           LwQ        812          Unf          0       124         936
## 806           Unf          0          Unf          0      1417        1417
## 807           ALQ        400          Rec        480       100         980
## 808           GLQ       1309          Unf          0        15        1324
## 809           ALQ        516          BLQ        128       380        1024
## 810           Unf          0          Unf          0       849         849
## 811           ALQ        663          LwQ        377         0        1040
## 812           GLQ        662          Unf          0       186         848
## 813           Unf          0          Unf          0       540         540
## 814           Rec        608          Unf          0       834        1442
## 815           Unf          0          Unf          0       686         686
## 816           Unf          0          Unf          0      1649        1649
## 817           BLQ        486          Unf          0       522        1008
## 818           GLQ       1218          Unf          0       350        1568
## 819           GLQ        504          Unf          0       506        1010
## 820           GLQ        733          Unf          0       625        1358
## 821           Unf          0          Unf          0       798         798
## 822           Unf          0          Unf          0       936         936
## 823           Unf          0          Unf          0       847         847
## 824           Unf          0          Unf          0       778         778
## 825           Unf          0          Unf          0      1489        1489
## 826           GLQ       1636          Unf          0       442        2078
## 827           ALQ        784          Unf          0         0         784
## 828           GLQ         20          Unf          0      1434        1454
## 829           LwQ        249          ALQ        764         0        1013
## 830           Unf          0          Unf          0       600         600
## 831           Rec       1040          Unf          0       352        1392
## 832           Unf          0          Unf          0       600         600
## 833           GLQ        483          Unf          0       458         941
## 834           Rec        196          BLQ        345       975        1516
## 835           Rec        572          Unf          0       572        1144
## 836           BLQ        442          Unf          0       625        1067
## 837           Rec        338          Unf          0      1221        1559
## 838           BLQ        330          Unf          0       153         483
## 839           Unf          0          Unf          0      1099        1099
## 840           BLQ        352          Unf          0       416         768
## 841           BLQ        156          Unf          0       516         672
## 842           Unf          0          Unf          0       650         650
## 843           Rec        312          ALQ        539       276        1127
## 844           Unf          0          Unf          0      1800        1800
## 845           Unf          0          Unf          0       876         876
## 846           ALQ       1390          Unf          0         0        1390
## 847           ALQ        513          Unf          0       227         740
## 848           BLQ        460          Unf          0       404         864
## 849           Unf          0          Unf          0       907         907
## 850           Unf          0          Unf          0       528         528
## 851           GLQ        659          Unf          0       189         848
## 852           Unf          0          Unf          0      1273        1273
## 853           Rec        364          Unf          0       554         918
## 854           Rec        564          Unf          0       563        1127
## 855           ALQ        306          Rec       1085       372        1763
## 856           ALQ        659          Unf          0       381        1040
## 857           GLQ        505          LwQ        435         0         940
## 858           Unf          0          Unf          0       702         702
## 859           Unf          0          Unf          0      1090        1090
## 860           BLQ        619          Unf          0       435        1054
## 861           Unf          0          Unf          0       912         912
## 862           BLQ        841          Unf          0       198        1039
## 863           GLQ        338          Unf          0       702        1040
## 864           BLQ       1148          Unf          0         0        1148
## 865           Unf          0          Unf          0      1372        1372
## 866           BLQ        828          Unf          0       174        1002
## 867           Unf          0          Unf          0      1638        1638
## 868           ALQ        932          Unf          0       108        1040
## 869          <NA>          0         <NA>          0         0           0
## 870           GLQ        750          Unf          0       300        1050
## 871           Unf          0          Unf          0       894         894
## 872           GLQ        505          Unf          0       299         804
## 873           Unf          0          Unf          0       105         105
## 874           Rec        375          Unf          0       457         832
## 875           Unf          0          Unf          0       676         676
## 876           GLQ         64          Unf          0      1120        1184
## 877           ALQ        633          Unf          0       431        1064
## 878           GLQ       1170          Unf          0       292        1462
## 879           ALQ        899          Unf          0       210        1109
## 880           ALQ        646          Unf          0       218         864
## 881           ALQ        980          Unf          0       110        1090
## 882           LwQ        902          Unf          0       254        1156
## 883           Unf          0          Unf          0       808         808
## 884           Unf          0          Unf          0       795         795
## 885           BLQ        432          Unf          0       460         892
## 886           GLQ       1238          Unf          0       460        1698
## 887           LwQ        528          Unf          0      1098        1626
## 888           Unf          0          Unf          0       816         816
## 889           ALQ        351          Rec        823      1043        2217
## 890           BLQ       1024          Unf          0       481        1505
## 891           Unf          0          Unf          0       672         672
## 892           LwQ        226          Rec        500       192         918
## 893           GLQ        663          Unf          0       396        1059
## 894           BLQ       1064          Unf          0       319        1383
## 895          <NA>          0         <NA>          0         0           0
## 896           BLQ        400          Unf          0       380         780
## 897           ALQ        285          Unf          0       666         951
## 898          <NA>          0         <NA>          0         0           0
## 899           GLQ       2188          Unf          0       142        2330
## 900           BLQ        465          Unf          0       447         912
## 901           ALQ        322          Unf          0       536         858
## 902           BLQ        860          Unf          0       132         992
## 903           Unf          0          Unf          0       783         783
## 904           Unf          0          Unf          0      1670        1670
## 905           GLQ        599          Unf          0       277         876
## 906           Rec        354          LwQ        290       412        1056
## 907           GLQ         63          Unf          0      1560        1623
## 908           Rec        223          Unf          0       794        1017
## 909           BLQ        301          ALQ        324       239         864
## 910           Unf          0          Unf          0       742         742
## 911           Rec        443          Unf          0       662        1105
## 912           ALQ        196          Unf          0      1072        1268
## 913           Rec        489          Unf          0       279         768
## 914           BLQ        284          Unf          0       717        1001
## 915           GLQ        294          Unf          0       318         612
## 916           Unf          0          Unf          0       546         546
## 917           BLQ         50          Unf          0       430         480
## 918           ALQ       1059          Unf          0        75        1134
## 919           BLQ         48          GLQ        634       422        1104
## 920           ALQ        528          BLQ        411       245        1184
## 921           GLQ        814          Unf          0       114         928
## 922           ALQ       1084          Unf          0       188        1272
## 923           GLQ         28          Unf          0      1288        1316
## 924           LwQ        165          GLQ        841       598        1604
## 925           BLQ        625          LwQ       1061         0        1686
## 926           ALQ        767          LwQ         93       266        1126
## 927           Unf          0          Unf          0      1181        1181
## 928           BLQ        552          Unf          0       280         832
## 929           Unf          0          Unf          0      1753        1753
## 930           Unf          0          Unf          0       964         964
## 931           GLQ         16          Unf          0      1450        1466
## 932           BLQ        338          Rec        466       121         925
## 933           Unf          0          Unf          0      1905        1905
## 934           GLQ         20          Unf          0      1480        1500
## 935           GLQ        425          Unf          0       160         585
## 936           Unf          0          Unf          0       600         600
## 937           GLQ        833          Unf          0       343        1176
## 938           GLQ        341          Unf          0       772        1113
## 939           GLQ        464          Unf          0       927        1391
## 940           Unf          0          Unf          0      1032        1032
## 941           Rec        936          LwQ        396       396        1728
## 942           ALQ        772          Unf          0       220         992
## 943           GLQ       1440          Unf          0         0        1440
## 944           Unf          0          Unf          0      1632        1632
## 945           GLQ        111          Rec        354       354         819
## 946           LwQ       1088          Unf          0         0        1088
## 947           ALQ        748          BLQ        294       102        1144
## 948           GLQ       1300          Unf          0       316        1616
## 949           Unf          0          Unf          0       936         936
## 950           ALQ        982          Unf          0       179        1161
## 951           ALQ        398          BLQ        149       317         864
## 952           BLQ        641          Unf          0       187         828
## 953           GLQ        660          Unf          0       108         768
## 954           ALQ        562          LwQ        193        29         784
## 955           GLQ        945          Unf          0         0         945
## 956           Rec        484          Unf          0       495         979
## 957           ALQ        285          Unf          0       276         561
## 958           Rec        417          Unf          0       640        1057
## 959           GLQ        699          Unf          0       638        1337
## 960           ALQ        604          Unf          0        92         696
## 961           BLQ        696          Unf          0       162         858
## 962           ALQ        896          Unf          0       434        1330
## 963           ALQ        556          Unf          0       248         804
## 964           Unf          0          Unf          0      1800        1800
## 965           GLQ        624          Unf          0       193         817
## 966           Unf          0          Unf          0       783         783
## 967           Rec        428          Unf          0       300         728
## 968           ALQ        902          Unf          0       196        1098
## 969           Unf          0          Unf          0       600         600
## 970           ALQ        513          Unf          0        75         588
## 971           Unf          0          Unf          0       720         720
## 972           GLQ        567          Unf          0       197         764
## 973           Unf          0          Unf          0       918         918
## 974           Unf          0          Unf          0      1428        1428
## 975           Unf          0          Unf          0       728         728
## 976           GLQ        641          Unf          0        32         673
## 977           Unf          0          Unf          0       440         440
## 978           GLQ       1106          Unf          0       135        1241
## 979           LwQ        552          Unf          0       342         894
## 980           Rec        651          Unf          0       470        1121
## 981           ALQ        867          Unf          0        77         944
## 982           GLQ        854          Unf          0       371        1225
## 983           Unf          0          Unf          0      1266        1266
## 984           Unf          0          Unf          0      1128        1128
## 985          <NA>          0         <NA>          0         0           0
## 986           ALQ       1040          Unf          0       124        1164
## 987           Unf          0          Unf          0       485         485
## 988           GLQ       1646          Unf          0       284        1930
## 989           LwQ        156          Unf          0       692         848
## 990           Unf          0          Unf          0       770         770
## 991           GLQ       1074          Unf          0       322        1396
## 992           BLQ        216          Unf          0       700         916
## 993           BLQ        536          Rec        117       169         822
## 994           Unf          0          Unf          0       750         750
## 995           GLQ       1172          Unf          0       528        1700
## 996           ALQ        384          Unf          0       363         747
## 997           Rec        915          Unf          0       135        1050
## 998           Unf          0          Unf          0      1442        1442
## 999           Unf          0          Unf          0      1007        1007
## 1000          GLQ        686          Unf          0       501        1187
## 1001         <NA>          0         <NA>          0         0           0
## 1002          Unf          0          Unf          0       691         691
## 1003          GLQ         24          Unf          0      1550        1574
## 1004          Unf          0          Unf          0      1680        1680
## 1005          GLQ         16          Unf          0      1330        1346
## 1006          GLQ        595          Unf          0       390         985
## 1007          LwQ       1237          Unf          0       420        1657
## 1008          BLQ        273          LwQ        273         0         546
## 1009          Unf          0          Unf          0      1710        1710
## 1010          Unf          0          Unf          0      1008        1008
## 1011          Unf          0          Unf          0       720         720
## 1012         <NA>          0         <NA>          0         0           0
## 1013          Unf          0          Unf          0       602         602
## 1014          ALQ        247          Rec        465       310        1022
## 1015          BLQ        336          Unf          0       746        1082
## 1016          GLQ        643          Unf          0       167         810
## 1017          GLQ        690          Unf          0       814        1504
## 1018          GLQ       1036          Unf          0       184        1220
## 1019          Unf          0          Unf          0       384         384
## 1020          GLQ         16          Unf          0      1346        1362
## 1021          GLQ       1024          Unf          0       108        1132
## 1022          GLQ        684          Unf          0       515        1199
## 1023          LwQ        324          Unf          0       588         912
## 1024          GLQ         16          Unf          0      1330        1346
## 1025          ALQ       1165          LwQ        400         0        1565
## 1026          LwQ        138          Rec        468       276         882
## 1027          Rec        697          Unf          0       571        1268
## 1028          GLQ       1513          Unf          0       125        1638
## 1029          Rec        368          BLQ         41       359         768
## 1030          BLQ        317          Unf          0       355         672
## 1031          Unf          0          Unf          0       686         686
## 1032          GLQ        523          Unf          0       301         824
## 1033          GLQ       1012          Unf          0       326        1338
## 1034          GLQ        986          Unf          0       668        1654
## 1035          Unf          0          Unf          0       920         920
## 1036         <NA>          0         <NA>          0         0           0
## 1037          GLQ       1022          Unf          0       598        1620
## 1038          Unf          0          Unf          0      1055        1055
## 1039          Unf          0          Unf          0       546         546
## 1040          GLQ        509          Unf          0       121         630
## 1041          Rec        168          BLQ        682       284        1134
## 1042          GLQ        400          Rec         64       336         800
## 1043          ALQ        900          Unf          0       406        1306
## 1044          GLQ       1085          Unf          0       390        1475
## 1045          ALQ       1104          Unf          0      1420        2524
## 1046         <NA>          0         <NA>          0         0           0
## 1047          GLQ        240          Unf          0      1752        1992
## 1048          GLQ        686          Unf          0       304         990
## 1049         <NA>          0         <NA>          0         0           0
## 1050         <NA>          0         <NA>          0         0           0
## 1051          Unf          0          Unf          0      1302        1302
## 1052          Unf          0          Unf          0      1316        1316
## 1053          Rec        442          Unf          0       374         816
## 1054          Rec        383          Unf          0       833        1216
## 1055          GLQ        932          Unf          0       133        1065
## 1056          ALQ        644          Unf          0       549        1193
## 1057          GLQ        659          Unf          0       705        1364
## 1058          GLQ        595          Unf          0       378         973
## 1059          GLQ        936          Unf          0       168        1104
## 1060          Rec        297          LwQ        557         0         854
## 1061          GLQ        616          Unf          0       722        1338
## 1062          Unf          0          Unf          0       894         894
## 1063          Unf          0          Unf          0       662         662
## 1064          BLQ        397          Unf          0       706        1103
## 1065          BLQ        740          Rec        230       184        1154
## 1066          GLQ       1201          Unf          0       105        1306
## 1067          Unf          0          Unf          0       799         799
## 1068          GLQ        674          LwQ        106         0         780
## 1069          ALQ        837          Unf          0       105         942
## 1070          ALQ        220          Unf          0       625         845
## 1071          BLQ        586          Unf          0       462        1048
## 1072          Rec        298          Unf          0       429         727
## 1073          Unf          0          Unf          0       810         810
## 1074          BLQ        535          Unf          0       155         690
## 1075          Unf          0          Unf          0      1240        1240
## 1076          BLQ        410          Unf          0       390         800
## 1077          ALQ        626          Unf          0       170         796
## 1078          BLQ         75          Rec        791       230        1096
## 1079          GLQ        662          Unf          0       186         848
## 1080          GLQ        495          Unf          0       495         990
## 1081          ALQ        656          Unf          0       602        1258
## 1082          ALQ        824          Unf          0       216        1040
## 1083          Unf          0          Unf          0      1459        1459
## 1084          BLQ        553          Unf          0       698        1251
## 1085          ALQ        592          Unf          0        99         691
## 1086          GLQ        747          Unf          0       189         936
## 1087          BLQ        334          Unf          0       212         546
## 1088          Unf          0          Unf          0      1082        1082
## 1089          Unf          0          Unf          0       970         970
## 1090          GLQ       1039          Unf          0       208        1247
## 1091         <NA>          0         <NA>          0         0           0
## 1092          BLQ        510          Unf          0        90         600
## 1093          Rec        423          Unf          0       758        1181
## 1094          GLQ        661          Unf          0       203         864
## 1095          BLQ        248          Rec        240       448         936
## 1096          GLQ         24          Unf          0      1290        1314
## 1097          Unf          0          Unf          0       684         684
## 1098          Unf          0          Unf          0      1074        1074
## 1099          BLQ        672          Unf          0         0         672
## 1100          ALQ        704          Unf          0       567        1271
## 1101          Rec        290          Unf          0         0         290
## 1102          BLQ        412          LwQ        287       251         950
## 1103          Rec        588          Unf          0       422        1010
## 1104          ALQ        655          Unf          0         0         655
## 1105          Unf          0          Unf          0       630         630
## 1106          GLQ       1032          Unf          0       431        1463
## 1107          GLQ        738          Unf          0       172         910
## 1108          Unf          0          Unf          0       868         868
## 1109          Unf          0          Unf          0       924         924
## 1110          GLQ       1039          Unf          0       797        1836
## 1111          GLQ        219          Unf          0       554         773
## 1112          ALQ        403          Unf          0       400         803
## 1113          GLQ        708          Unf          0       108         816
## 1114          BLQ        643          Unf          0       365        1008
## 1115          Rec        415          Unf          0       418         833
## 1116          GLQ       1004          Unf          0       730        1734
## 1117          GLQ        353          Unf          0        55         408
## 1118          BLQ        702          Unf          0       192         894
## 1119          Unf          0          Unf          0       533         533
## 1120          LwQ        369          Unf          0       671        1040
## 1121          Unf          0          Unf          0      1012        1012
## 1122          GLQ         24          Unf          0      1528        1552
## 1123          Unf          0          Unf          0       672         672
## 1124          Unf          0          Unf          0       698         698
## 1125          Unf          0          Unf          0       384         384
## 1126          Unf          0          Unf          0      1005        1005
## 1127          Unf          0          Unf          0      1373        1373
## 1128          GLQ       1300          Unf          0       230        1530
## 1129          Unf          0          Unf          0       847         847
## 1130          GLQ        936          Unf          0         0         936
## 1131          BLQ        622          Unf          0       500        1122
## 1132          BLQ        212          Unf          0       762         974
## 1133          Unf          0          Unf          0      1008        1008
## 1134          GLQ        584          Unf          0       544        1128
## 1135          Unf          0          Unf          0       916         916
## 1136          Unf          0          Unf          0       960         960
## 1137          BLQ        280          Unf          0       752        1032
## 1138          Unf          0          Unf          0       780         780
## 1139          ALQ       1567          Unf          0         0        1567
## 1140          BLQ        645          Unf          0       270         915
## 1141          ALQ        852          Unf          0       100         952
## 1142          ALQ        381          Unf          0       399         780
## 1143          GLQ       1150          Unf          0       316        1466
## 1144          GLQ        288          Unf          0       718        1006
## 1145          BLQ        348          Unf          0       324         672
## 1146          Unf          0          Unf          0      1042        1042
## 1147          GLQ       1258          Unf          0        40        1298
## 1148          Rec        275          Unf          0       429         704
## 1149          Unf          0          Unf          0       572         572
## 1150          ALQ        624          Unf          0        26         650
## 1151          Unf          0          Unf          0       932         932
## 1152          BLQ        176          Unf          0      1290        1466
## 1153          ALQ        296          GLQ        547       230        1073
## 1154          ALQ        538          Unf          0       278         816
## 1155          ALQ        454          Unf          0       410         864
## 1156          ALQ       1157          Unf          0       280        1437
## 1157          ALQ        633          Unf          0       586        1219
## 1158          GLQ        904          Unf          0       410        1314
## 1159          Unf          0          Unf          0      1580        1580
## 1160          ALQ        442          Unf          0       459         901
## 1161          ALQ        311          Unf          0       544         855
## 1162          BLQ        728          Unf          0       568        1296
## 1163          BLQ        492          Unf          0       402         894
## 1164          GLQ       1198          Unf          0         0        1198
## 1165          ALQ        680          Rec        391       289        1360
## 1166          Unf          0          Unf          0      1502        1502
## 1167          Unf          0          Unf          0      1694        1694
## 1168          GLQ        786          Unf          0       173         959
## 1169          Rec        626          Unf          0       501        1127
## 1170          GLQ       1387          Unf          0       543        1930
## 1171          ALQ        522          Unf          0       574        1096
## 1172          ALQ        662          Unf          0       599        1261
## 1173          Unf          0          Unf          0       625         625
## 1174          Rec        152          BLQ        469       977        1598
## 1175          Rec        503          Unf          0       449         952
## 1176          GLQ        700          Unf          0       983        1683
## 1177          ALQ        658          Unf          0       218         876
## 1178          Rec        468          Unf          0       350         818
## 1179          Unf          0          Unf          0       731         731
## 1180         <NA>          0         <NA>          0         0           0
## 1181          LwQ       1216          Unf          0         0        1216
## 1182          GLQ       1480          Unf          0       120        1600
## 1183          GLQ       2096          Unf          0       300        2396
## 1184          Rec        821          Unf          0       299        1120
## 1185          Rec       1159          Unf          0       413        1572
## 1186          BLQ        392          Unf          0       392         784
## 1187          BLQ        440          Unf          0       538         978
## 1188          GLQ       1456          Unf          0       168        1624
## 1189          Unf          0          Unf          0       831         831
## 1190          Unf          0          Unf          0       994         994
## 1191          BLQ       1159          Unf          0        90        1249
## 1192          Unf          0          Unf          0       776         776
## 1193          Unf          0          Unf          0       702         702
## 1194          GLQ        883          Unf          0       341        1224
## 1195          ALQ        371          Unf          0       292         663
## 1196          Unf          0          Unf          0       728         728
## 1197          Unf          0          Unf          0       879         879
## 1198          Unf          0          Unf          0       815         815
## 1199          Unf          0          Unf          0      1212        1212
## 1200          Rec        547          Unf          0       504        1051
## 1201          Unf          0          Unf          0       864         864
## 1202          Unf          0          Unf          0       866         866
## 1203          Unf          0          Unf          0       884         884
## 1204          Unf          0          Unf          0      1630        1630
##      Heating HeatingQC CentralAir Electrical X1stFlrSF X2ndFlrSF LowQualFinSF
## 1       GasA        Ex          Y      SBrkr       856       854            0
## 2       GasA        Ex          Y      SBrkr      1262         0            0
## 3       GasA        Ex          Y      SBrkr       920       866            0
## 4       GasA        Gd          Y      SBrkr       961       756            0
## 5       GasA        Ex          Y      SBrkr      1145      1053            0
## 6       GasA        Ex          Y      SBrkr       796       566            0
## 7       GasA        Ex          Y      SBrkr      1694         0            0
## 8       GasA        Ex          Y      SBrkr      1107       983            0
## 9       GasA        Gd          Y      FuseF      1022       752            0
## 10      GasA        Ex          Y      SBrkr      1077         0            0
## 11      GasA        Ex          Y      SBrkr      1040         0            0
## 12      GasA        Ex          Y      SBrkr      1182      1142            0
## 13      GasA        TA          Y      SBrkr       912         0            0
## 14      GasA        Ex          Y      SBrkr      1494         0            0
## 15      GasA        TA          Y      SBrkr      1253         0            0
## 16      GasA        Ex          Y      FuseA       854         0            0
## 17      GasA        Ex          Y      SBrkr      1004         0            0
## 18      GasA        TA          Y      SBrkr      1296         0            0
## 19      GasA        Ex          Y      SBrkr      1114         0            0
## 20      GasA        TA          Y      SBrkr      1339         0            0
## 21      GasA        Ex          Y      SBrkr      1158      1218            0
## 22      GasA        Ex          Y      FuseF      1108         0            0
## 23      GasA        Ex          Y      SBrkr      1795         0            0
## 24      GasA        TA          Y      SBrkr      1060         0            0
## 25      GasA        Ex          Y      SBrkr      1060         0            0
## 26      GasA        Ex          Y      SBrkr      1600         0            0
## 27      GasA        TA          Y      SBrkr       900         0            0
## 28      GasA        Ex          Y      SBrkr      1704         0            0
## 29      GasA        TA          Y      SBrkr      1600         0            0
## 30      GasA        Fa          N      SBrkr       520         0            0
## 31      GasA        TA          N      SBrkr       649       668            0
## 32      GasA        Gd          Y      SBrkr      1228         0            0
## 33      GasA        Ex          Y      SBrkr      1234         0            0
## 34      GasA        Gd          Y      SBrkr      1700         0            0
## 35      GasA        Ex          Y      SBrkr      1561         0            0
## 36      GasA        Ex          Y      SBrkr      1132      1320            0
## 37      GasA        Ex          Y      SBrkr      1097         0            0
## 38      GasA        Gd          Y      SBrkr      1297         0            0
## 39      GasA        TA          Y      SBrkr      1057         0            0
## 40      GasA        TA          N      FuseP      1152         0            0
## 41      GasA        Ex          Y      SBrkr      1324         0            0
## 42      GasA        Gd          Y      SBrkr      1328         0            0
## 43      GasA        Gd          Y      SBrkr       884         0            0
## 44      GasA        TA          Y      SBrkr       938         0            0
## 45      GasA        Ex          Y      FuseA      1150         0            0
## 46      GasA        Ex          Y      SBrkr      1752         0            0
## 47      GasA        Ex          Y      SBrkr      1518       631            0
## 48      GasA        Ex          Y      SBrkr      1656         0            0
## 49      GasA        Gd          Y      SBrkr       736       716            0
## 50      GasA        Ex          Y      SBrkr       955         0            0
## 51      GasA        Gd          Y      SBrkr       794       676            0
## 52      GasA        TA          Y      SBrkr       816         0          360
## 53      GasA        TA          N      SBrkr       816         0            0
## 54      GasA        Gd          Y      SBrkr      1842         0            0
## 55      GasA        TA          Y      SBrkr      1360         0            0
## 56      GasA        Gd          Y      SBrkr      1425         0            0
## 57      GasA        Ex          Y      SBrkr       983       756            0
## 58      GasA        Ex          Y      SBrkr       860       860            0
## 59      GasA        Ex          Y      SBrkr      1426      1519            0
## 60      GasA        Ex          Y      SBrkr       780         0            0
## 61      GasA        Ex          Y      SBrkr      1158         0            0
## 62      GasA        TA          N      SBrkr       581       530            0
## 63      GasA        Ex          Y      SBrkr      1370         0            0
## 64      GasA        Gd          Y      SBrkr       902       808            0
## 65      GasA        Ex          Y      SBrkr      1057       977            0
## 66      GasA        Ex          Y      SBrkr      1143      1330            0
## 67      GasA        TA          Y      SBrkr      2207         0            0
## 68      GasA        Ex          Y      SBrkr      1479         0            0
## 69      GasA        TA          Y      SBrkr       747         0            0
## 70      GasW        TA          Y      SBrkr      1304       983            0
## 71      GasA        Ex          Y      SBrkr      2223         0            0
## 72      GasA        TA          Y      SBrkr       845         0            0
## 73      GasA        Gd          Y      SBrkr       885       833            0
## 74      GasA        Gd          Y      SBrkr      1086         0            0
## 75      GasA        Gd          N      SBrkr       840       765            0
## 76      GasA        TA          Y      SBrkr       526       462            0
## 77      GasA        Ex          Y      FuseA       952         0            0
## 78      GasA        TA          Y      SBrkr      1072       213            0
## 79      GasA        TA          N      SBrkr      1768         0            0
## 80      GasA        Gd          Y      SBrkr       682       548            0
## 81      GasA        TA          Y      SBrkr      1182       960            0
## 82      GasA        Ex          Y      SBrkr      1337         0            0
## 83      GasA        Ex          Y      SBrkr      1563         0            0
## 84      GasA        Gd          Y      SBrkr      1065         0            0
## 85      GasA        Gd          Y      SBrkr       804       670            0
## 86      GasA        Ex          Y      SBrkr      1301      1116            0
## 87      GasA        Ex          Y      SBrkr       684       876            0
## 88      GasA        Ex          Y      SBrkr       612       612            0
## 89      GasA        TA          N      SBrkr      1013         0          513
## 90      GasA        Ex          Y      SBrkr       990         0            0
## 91      GasA        TA          Y      FuseA      1040         0            0
## 92      GasA        TA          Y      SBrkr      1235         0            0
## 93      GasA        Ex          Y      SBrkr       964         0            0
## 94      GasW        Ex          N      SBrkr      1260      1031            0
## 95      GasA        Ex          Y      SBrkr       905       881            0
## 96      GasA        Gd          Y      SBrkr       680       790            0
## 97      GasA        Ex          Y      SBrkr      1588         0            0
## 98      GasA        TA          Y      FuseF       960         0            0
## 99      GasA        Fa          N      SBrkr       835         0            0
## 100     GasA        Fa          Y      SBrkr      1225         0            0
## 101     GasA        Gd          Y      SBrkr      1610         0            0
## 102     GasA        TA          Y      SBrkr       977       755            0
## 103     GasA        TA          Y      SBrkr      1535         0            0
## 104     GasA        Ex          Y      SBrkr      1226         0            0
## 105     GasA        Ex          Y      FuseF      1226       592            0
## 106     GasA        Ex          Y      SBrkr      1053       939            0
## 107     GasA        Gd          Y      SBrkr      1047         0            0
## 108     GasA        Ex          Y      SBrkr       789         0            0
## 109     GasW        TA          N      FuseF       997       520            0
## 110     GasA        Ex          Y      SBrkr      1844         0            0
## 111     GasA        Gd          Y      SBrkr      1216       639            0
## 112     GasA        Ex          Y      SBrkr       774       656            0
## 113     GasA        Ex          Y      SBrkr      1282      1414            0
## 114     GasA        TA          Y      SBrkr      2259         0            0
## 115     GasA        Ex          Y      SBrkr      1436       884            0
## 116     GasA        Gd          Y      SBrkr       729       729            0
## 117     GasA        TA          Y      SBrkr      1092         0            0
## 118     GasA        Gd          Y      SBrkr      1125         0            0
## 119     GasA        Gd          Y      SBrkr      1699      1523            0
## 120     GasA        Ex          Y      SBrkr       728       728            0
## 121     GasA        Ex          Y      SBrkr       988         0            0
## 122     GasA        Gd          Y      SBrkr       772       351            0
## 123     GasA        Gd          Y      SBrkr      1080         0            0
## 124     GasA        Ex          Y      SBrkr      1199         0            0
## 125     GasA        TA          Y      SBrkr      1586         0            0
## 126     GasA        Gd          N      SBrkr       520         0          234
## 127     GasA        TA          Y      SBrkr       958         0            0
## 128     GasA        Ex          Y      SBrkr       840         0            0
## 129     GasA        TA          Y      SBrkr       660       688            0
## 130     GasA        TA          Y      FuseA      1053         0            0
## 131     GasA        Ex          Y      SBrkr      1216       941            0
## 132     GasA        Ex          Y      SBrkr      1022      1032            0
## 133     GasA        Gd          Y      SBrkr      1327         0            0
## 134     GasA        Ex          Y      SBrkr      1296         0            0
## 135     GasA        Gd          Y      SBrkr      1721         0            0
## 136     GasA        Gd          Y      SBrkr      1682         0            0
## 137     GasA        TA          Y      SBrkr      1214         0            0
## 138     GasA        Gd          Y      SBrkr      1959         0            0
## 139     GasA        Ex          Y      SBrkr      1004       848            0
## 140     GasA        Ex          Y      SBrkr       928       836            0
## 141     GasA        TA          Y      SBrkr       864         0            0
## 142     GasA        Ex          Y      SBrkr      1734         0            0
## 143     GasA        Fa          Y      SBrkr       910       475            0
## 144     GasA        Ex          Y      SBrkr      1501         0            0
## 145     GasA        TA          Y      SBrkr      1728         0            0
## 146     GasA        Ex          Y      SBrkr       970       739            0
## 147     GasA        TA          Y      FuseA       875         0            0
## 148     GasA        Ex          Y      SBrkr       884      1151            0
## 149     GasA        Ex          Y      SBrkr      1080         0            0
## 150     GasA        Gd          Y      FuseA       896       448            0
## 151     GasA        TA          Y      SBrkr       969         0            0
## 152     GasA        Ex          Y      SBrkr      1710         0            0
## 153     GasA        Gd          Y      SBrkr      1097       896            0
## 154     GasA        Gd          Y      SBrkr      1252         0            0
## 155     GasA        TA          Y      FuseA      1200         0            0
## 156     Grav        Fa          N      FuseF       572       524            0
## 157     GasA        TA          Y      FuseF      1040         0            0
## 158     GasA        Ex          Y      SBrkr       774      1194            0
## 159     GasA        Ex          Y      SBrkr       991       956            0
## 160     GasA        Ex          Y      SBrkr      1392      1070            0
## 161     GasA        TA          Y      SBrkr      1232         0            0
## 162     GasA        Ex          Y      SBrkr      1572      1096            0
## 163     GasA        Ex          Y      SBrkr      1541         0            0
## 164     GasA        Ex          Y      SBrkr       882         0            0
## 165     GasA        Gd          Y      FuseA      1149       467            0
## 166     GasA        Gd          Y      SBrkr       808       547            0
## 167     GasA        Ex          Y      FuseA      1867         0            0
## 168     GasA        Ex          Y      SBrkr      1610       551            0
## 169     GasA        Ex          Y      SBrkr       840       880            0
## 170     GasA        TA          Y      SBrkr      1707         0            0
## 171     GasA        TA          Y      SBrkr       854         0          528
## 172     GasA        Fa          Y      SBrkr      1656         0            0
## 173     GasA        Gd          Y      SBrkr      1064       703            0
## 174     GasA        TA          Y      SBrkr      1362         0            0
## 175     GasA        TA          Y      SBrkr      1651         0            0
## 176     GasA        TA          Y      SBrkr      2158         0            0
## 177     GasA        TA          Y      SBrkr      1164       896            0
## 178     GasA        Ex          Y      SBrkr      1252       668            0
## 179     GasA        Ex          Y      SBrkr      2234         0            0
## 180     GasA        TA          Y      SBrkr       968         0            0
## 181     GasA        Ex          Y      SBrkr       769       756            0
## 182     GasA        Gd          Y      SBrkr       901       901            0
## 183     GasA        Ex          Y      SBrkr      1340         0            0
## 184     GasA        Ex          Y      SBrkr      1362       720            0
## 185     GasA        Gd          Y      SBrkr       936       316            0
## 186     GasA        Ex          Y      SBrkr      1518      1518          572
## 187     GasA        Ex          Y      SBrkr      1217         0            0
## 188     GasA        Ex          Y      SBrkr       808       704          144
## 189     GasA        TA          Y      SBrkr      1224         0            0
## 190     GasA        Ex          Y      SBrkr      1593         0            0
## 191     GasA        TA          Y      SBrkr      1549      1178            0
## 192     GasA        Gd          Y      SBrkr       725       754            0
## 193     GasA        Ex          Y      SBrkr      1431         0            0
## 194     GasA        Ex          Y      SBrkr       970       739            0
## 195     GasA        TA          Y      SBrkr       864         0            0
## 196     GasA        TA          Y      SBrkr       855       601            0
## 197     GasA        Ex          Y      SBrkr      1726         0            0
## 198     GasA        Gd          Y      SBrkr      1360      1360          392
## 199     GasA        Ex          Y      SBrkr       929       929          371
## 200     GasA        Ex          Y      SBrkr      1713         0            0
## 201     GasA        Ex          Y      SBrkr      1121         0            0
## 202     GasA        TA          Y      SBrkr      1279         0            0
## 203     GasA        Gd          Y      SBrkr       865       445            0
## 204     GasA        Ex          Y      SBrkr       848         0            0
## 205     GasA        TA          Y      SBrkr       720       564            0
## 206     GasA        Ex          Y      SBrkr      1442         0            0
## 207     GasA        TA          Y      SBrkr      1696         0            0
## 208     GasA        TA          Y      SBrkr      1100         0            0
## 209     GasA        Ex          Y      SBrkr      1180       882            0
## 210     GasA        Ex          Y      SBrkr      1092         0            0
## 211     GasA        TA          N      FuseA       864         0            0
## 212     GasA        Ex          Y      SBrkr      1212         0            0
## 213     GasA        Ex          Y      SBrkr       932       920            0
## 214     GasA        Ex          Y      SBrkr       990         0            0
## 215     GasA        Ex          Y      SBrkr       689       703            0
## 216     GasA        TA          Y      SBrkr      1236         0            0
## 217     GasA        Ex          Y      SBrkr      1436         0            0
## 218     GasA        Fa          N      SBrkr       810       518            0
## 219     GasA        Ex          Y      SBrkr      1137       817            0
## 220     GasA        Ex          Y      SBrkr      1248         0            0
## 221     GasA        Ex          Y      SBrkr      1498         0            0
## 222     GasA        Ex          Y      SBrkr      1010      1257            0
## 223     GasA        TA          Y      SBrkr       811       741            0
## 224     GasA        Gd          Y      SBrkr       864         0            0
## 225     GasA        Ex          Y      SBrkr      2392         0            0
## 226     GasA        TA          Y      SBrkr       630       672            0
## 227     GasA        Ex          Y      SBrkr      1214      1306            0
## 228     GasA        TA          Y      SBrkr       483       504            0
## 229     GasA        TA          Y      SBrkr       912         0            0
## 230     GasA        Ex          Y      SBrkr      1555         0            0
## 231     GasA        TA          Y      SBrkr      1194         0            0
## 232     GasA        Ex          Y      SBrkr      1490      1304            0
## 233     GasA        TA          Y      SBrkr       483       504            0
## 234     GasA        TA          Y      SBrkr       894         0            0
## 235     GasA        Ex          Y      SBrkr       860      1100            0
## 236     GasA        TA          Y      SBrkr       483       504            0
## 237     GasA        Ex          Y      SBrkr      1414         0            0
## 238     GasA        Ex          Y      SBrkr      1014       730            0
## 239     GasA        Ex          Y      SBrkr      1694         0            0
## 240     GasA        TA          Y      FuseA       798       689            0
## 241     GasA        Ex          Y      SBrkr      1566         0            0
## 242     GasA        Gd          Y      SBrkr       866         0            0
## 243     GasA        Gd          N      FuseA       889       551            0
## 244     GasA        TA          Y      SBrkr       626       591            0
## 245     GasA        Ex          Y      SBrkr      1222       888            0
## 246     GasA        Gd          Y      SBrkr      1872         0            0
## 247     GasA        Gd          N      FuseP       908      1020            0
## 248     GasA        Ex          Y      SBrkr      1375         0            0
## 249     GasA        Ex          Y      SBrkr       840       828            0
## 250     GasA        Gd          Y      SBrkr      1444       700            0
## 251     GasA        Ex          Y      SBrkr      1306         0            0
## 252     GasA        Ex          Y      SBrkr      1625         0            0
## 253     GasA        Ex          Y      SBrkr       798       842            0
## 254     GasA        Ex          Y      SBrkr      1302         0            0
## 255     GasA        TA          Y      SBrkr      1314         0            0
## 256     GasA        Ex          Y      SBrkr      1005      1286            0
## 257     GasA        Ex          Y      SBrkr       864       864            0
## 258     GasA        Ex          Y      SBrkr      1604         0            0
## 259     GasA        Ex          Y      SBrkr       963       829            0
## 260     GasA        Gd          Y      FuseA       882         0            0
## 261     GasA        TA          Y      SBrkr      1382         0            0
## 262     GasA        Ex          Y      SBrkr      1482      1092            0
## 263     GasA        TA          Y      SBrkr      1212         0            0
## 264     GasA        TA          Y      SBrkr       926         0          390
## 265     GasA        Gd          N      FuseP       764         0            0
## 266     GasA        TA          Y      SBrkr      1422         0            0
## 267     GasA        Gd          Y      SBrkr       802       709            0
## 268     GasA        Ex          Y      SBrkr      1052       720          420
## 269     GasA        Ex          Y      SBrkr       778         0            0
## 270     GasA        TA          Y      SBrkr      1113         0            0
## 271     GasA        Gd          Y      SBrkr      1095       844            0
## 272     GasA        Ex          Y      SBrkr      1363         0            0
## 273     GasA        Ex          Y      SBrkr      1164      1106            0
## 274     GasA        Gd          Y      SBrkr      1632         0            0
## 275     GasA        TA          Y      SBrkr       816         0            0
## 276     GasW        Gd          N      SBrkr       952       596            0
## 277     GasA        Ex          Y      SBrkr      1560         0            0
## 278     GasA        Ex          Y      SBrkr       864         0            0
## 279     GasA        Ex          Y      SBrkr      2121         0            0
## 280     GasA        Ex          Y      SBrkr      1156       866            0
## 281     GasA        Gd          Y      SBrkr      1175       807            0
## 282     GasA        Gd          Y      SBrkr      1262         0            0
## 283     GasA        Ex          Y      SBrkr      1314         0            0
## 284     GasA        Ex          Y      SBrkr      1468         0            0
## 285     GasA        Gd          Y      SBrkr      1575         0            0
## 286     GasA        Ex          Y      SBrkr       625       625            0
## 287     GasA        TA          Y      SBrkr      1085       649            0
## 288     GasA        TA          Y      SBrkr       858         0            0
## 289     GasA        TA          Y      SBrkr       900         0            0
## 290     GasA        Ex          Y      FuseA       698       698            0
## 291     GasA        Ex          Y      SBrkr      1079       840            0
## 292     GasA        Ex          N      SBrkr       936       780            0
## 293     GasA        Gd          Y      SBrkr      1148       568            0
## 294     GasA        Fa          Y      SBrkr      1468       795            0
## 295     GasA        TA          Y      SBrkr      1644         0            0
## 296     GasA        TA          Y      SBrkr      1003         0            0
## 297     GasA        TA          Y      FuseA       910       648            0
## 298     GasA        Ex          Y      SBrkr       975       975            0
## 299     GasA        Gd          Y      SBrkr      1041       702            0
## 300     GasA        Ex          Y      SBrkr      1152         0            0
## 301     GasA        TA          Y      SBrkr      1336         0            0
## 302     GasA        Ex          Y      SBrkr      1210      1242            0
## 303     GasA        Ex          Y      SBrkr      1541         0            0
## 304     GasA        TA          Y      SBrkr       894         0            0
## 305     GasA        Ex          Y      SBrkr      1675      1818            0
## 306     GasA        Ex          Y      SBrkr      2000         0            0
## 307     GasA        Gd          Y      SBrkr      1122      1121            0
## 308     GasA        TA          Y      FuseA      1035       371            0
## 309     GasA        Ex          Y      SBrkr       861         0            0
## 310     GasA        Ex          Y      SBrkr      1944         0            0
## 311     GasA        Gd          Y      SBrkr       697       804            0
## 312     GasA        Ex          Y      SBrkr       972         0            0
## 313     GasA        TA          Y      SBrkr       793       325            0
## 314     GasW        TA          Y      SBrkr      2036         0            0
## 315     GasA        Ex          Y      SBrkr       832       809            0
## 316     GasA        Ex          Y      SBrkr       716       716            0
## 317     GasA        TA          Y      SBrkr      1153      1200            0
## 318     GasA        Ex          Y      SBrkr      1088       871            0
## 319     GasA        Ex          Y      SBrkr      1372      1274            0
## 320     GasA        TA          Y      SBrkr      1472         0            0
## 321     GasA        Ex          Y      SBrkr      1249      1347            0
## 322     GasA        Ex          Y      SBrkr      1136      1332            0
## 323     GasA        Ex          Y      SBrkr      1553      1177            0
## 324     GasA        Ex          Y      SBrkr      1163         0            0
## 325     GasA        Ex          Y      SBrkr      1898      1080            0
## 326     GasA        Po          N      FuseF       803         0            0
## 327     GasA        Ex          Y      SBrkr      1719         0            0
## 328     GasA        TA          Y      SBrkr      1383         0            0
## 329     GasA        Gd          N      FuseA      1445       689            0
## 330     GasA        TA          N      SBrkr       596       596            0
## 331     GasA        TA          Y      SBrkr      1728         0            0
## 332     GasA        Fa          Y      SBrkr      1056         0            0
## 333     GasA        Ex          Y      SBrkr      1629         0            0
## 334     GasA        Ex          Y      SBrkr      1358         0            0
## 335     GasA        Gd          Y      SBrkr       943       695            0
## 336     GasA        Ex          Y      SBrkr      1619       167            0
## 337     GasA        Ex          Y      SBrkr      1922         0            0
## 338     GasA        Ex          Y      SBrkr      1536         0            0
## 339     GasA        Ex          Y      SBrkr      1621         0            0
## 340     GasA        TA          Y      FuseA      1215         0            0
## 341     GasA        Ex          Y      SBrkr       993       915            0
## 342     GasA        Gd          Y      SBrkr       841         0            0
## 343     Wall        Fa          N      FuseA      1040         0            0
## 344     GasA        Ex          Y      SBrkr      1684         0            0
## 345     GasA        TA          Y      SBrkr       536       576            0
## 346     GasA        Gd          Y      SBrkr       972       605            0
## 347     GasA        TA          Y      SBrkr       958         0            0
## 348     GasA        Ex          Y      FuseA      1478         0            0
## 349     GasA        Ex          Y      SBrkr       764       862            0
## 350     GasA        Ex          Y      SBrkr      1848       880            0
## 351     GasA        Ex          Y      SBrkr      1869         0            0
## 352     GasA        Gd          Y      SBrkr      1453         0            0
## 353     GasA        TA          N      SBrkr       616       495            0
## 354     GasA        Gd          Y      SBrkr       720         0            0
## 355     GasA        Ex          Y      SBrkr      1192       403            0
## 356     GasA        Ex          Y      SBrkr      1200         0            0
## 357     GasA        Gd          Y      SBrkr      1167         0            0
## 358     GasA        TA          Y      SBrkr      1142         0            0
## 359     GasA        Ex          Y      FuseF      1352         0            0
## 360     GasA        Ex          Y      SBrkr      1086       838            0
## 361     GasA        Ex          Y      SBrkr       912         0            0
## 362     GasA        Gd          Y      SBrkr       988       517            0
## 363     GasA        Ex          Y      SBrkr       495      1427            0
## 364     GasA        Gd          Y      SBrkr       483       504            0
## 365     GasA        TA          Y      SBrkr       790       784            0
## 366     GasA        Gd          Y      FuseA       672       672            0
## 367     GasA        Gd          Y      SBrkr      1394         0            0
## 368     GasA        Gd          Y      SBrkr      1431         0            0
## 369     GasA        Gd          Y      SBrkr      1268         0            0
## 370     GasA        Ex          Y      SBrkr      1287         0            0
## 371     GasA        Ex          Y      SBrkr       953       711            0
## 372     GasA        TA          Y      SBrkr      1120       468            0
## 373     GasA        TA          Y      SBrkr       752         0            0
## 374     GasA        TA          Y      SBrkr      1319         0            0
## 375     GasA        Ex          Y      SBrkr       847      1081            0
## 376     GasA        Gd          N      FuseA       904         0            0
## 377     GasA        Ex          Y      SBrkr       914         0            0
## 378     GasA        Ex          Y      SBrkr      1580       886            0
## 379     GasA        Ex          Y      SBrkr      1856         0            0
## 380     GasA        Ex          Y      SBrkr      1007       793            0
## 381     GasA        TA          Y      SBrkr      1026       665            0
## 382     GasA        Ex          Y      SBrkr      1301         0            0
## 383     GasA        Ex          Y      SBrkr       939       858            0
## 384     GasA        TA          N      FuseA       784         0            0
## 385     GasA        Ex          Y      SBrkr      1079       874            0
## 386     GasA        Ex          Y      SBrkr      1269         0            0
## 387     GasA        TA          Y      SBrkr       658       526            0
## 388     GasA        Ex          Y      SBrkr      1125         0            0
## 389     GasA        Ex          Y      SBrkr      1479         0            0
## 390     GasA        Ex          Y      SBrkr      1742       590            0
## 391     GasA        Ex          Y      SBrkr       961       406            0
## 392     GasA        Ex          Y      SBrkr       804      1157            0
## 393     GasA        TA          Y      SBrkr       882         0            0
## 394     GasA        TA          Y      FuseA       788         0            0
## 395     GasA        Gd          Y      FuseA       735       299            0
## 396     GasA        TA          Y      SBrkr      1144         0            0
## 397     GasA        TA          Y      SBrkr       894         0            0
## 398     GasA        TA          Y      SBrkr       876       936            0
## 399     GasA        Gd          Y        Mix      1077         0            0
## 400     GasA        Ex          Y      SBrkr      1112       438            0
## 401     GasA        Ex          Y      SBrkr      1288         0            0
## 402     GasA        Ex          Y      SBrkr      1310         0            0
## 403     GasA        Ex          Y      SBrkr       672         0            0
## 404     GasA        Gd          Y      SBrkr      1165      1098            0
## 405     GasA        Gd          Y      SBrkr       806       766            0
## 406     GasA        Ex          Y      SBrkr      1620         0            0
## 407     GasA        Ex          Y      FuseA      1166         0          473
## 408     GasA        Ex          Y      SBrkr       840       840            0
## 409     GasA        Ex          Y      SBrkr      1071      1101            0
## 410     GasA        Ex          Y      SBrkr      1050      1028            0
## 411     GasA        TA          Y      FuseA      1276         0            0
## 412     GasA        TA          N      SBrkr      1056         0            0
## 413     GasA        Ex          Y      SBrkr      1478         0            0
## 414     GasA        Gd          Y      FuseA      1028         0            0
## 415     GasA        Ex          Y      SBrkr      1080      1017            0
## 416     GasA        Ex          Y      SBrkr      1340         0            0
## 417     GasA        TA          Y      SBrkr       672       728            0
## 418     GasW        TA          N      FuseA      1370      1254            0
## 419     GasA        Fa          N      FuseF       756       378            0
## 420     GasA        Ex          Y      SBrkr      1056         0            0
## 421     GasA        Ex          Y      SBrkr      1344         0            0
## 422     GasA        Gd          Y      SBrkr      1602         0            0
## 423     GasA        Ex          Y      FuseA       988         0            0
## 424     GasA        Gd          Y      SBrkr      1470      1160            0
## 425     GasA        Gd          Y      FuseA      1196         0            0
## 426     GasA        Gd          Y      SBrkr       707       682            0
## 427     GasA        Gd          Y      SBrkr      1644         0            0
## 428     GasA        Ex          Y      SBrkr       907         0            0
## 429     GasA        Ex          Y      SBrkr      1208         0            0
## 430     GasA        TA          Y      SBrkr      1412         0            0
## 431     GasA        TA          Y      SBrkr       483       504            0
## 432     GasA        Gd          Y      SBrkr      1088       110            0
## 433     GasA        Ex          Y      SBrkr       765       600            0
## 434     GasA        Ex          Y      SBrkr       926       678            0
## 435     GasA        Gd          Y      SBrkr       630         0            0
## 436     GasA        Ex          Y      SBrkr       827       834            0
## 437     GasA        TA          Y      FuseA       734       384            0
## 438     GasA        Gd          Y      SBrkr       904         0            0
## 439     GasA        TA          N      SBrkr       694         0            0
## 440     GasA        Gd          Y      SBrkr       684       512            0
## 441     GasA        Ex          Y      SBrkr      2402         0            0
## 442     GasA        TA          N      FuseF      1440         0            0
## 443     GasA        TA          Y      SBrkr      1128       445            0
## 444     GasA        Ex          Y      SBrkr      1258         0            0
## 445     GasA        Ex          Y      SBrkr       933       975            0
## 446     GasA        Fa          Y      SBrkr      1689         0            0
## 447     GasA        Ex          Y      SBrkr      1888         0            0
## 448     GasA        Gd          Y      SBrkr       956       930            0
## 449     GasA        TA          Y      SBrkr       780       596            0
## 450     GasA        Ex          Y      SBrkr       679       504            0
## 451     GasA        Ex          Y      FuseA       813         0            0
## 452     GasA        TA          Y      SBrkr      1533         0            0
## 453     GasA        Ex          Y      SBrkr       888       868            0
## 454     GasA        Ex          Y      SBrkr       786       804            0
## 455     GasA        TA          Y      SBrkr      1728         0            0
## 456     GasA        Fa          Y      SBrkr      1242         0            0
## 457     GasA        Fa          N      SBrkr       624       720            0
## 458     GasA        Ex          Y      SBrkr      1663         0            0
## 459     GasA        Fa          Y      SBrkr       833       833            0
## 460     GasA        TA          Y      SBrkr       979       224            0
## 461     GasA        Ex          Y      SBrkr       832      1103            0
## 462     GasA        Ex          Y      SBrkr       575       560            0
## 463     GasA        Gd          Y      SBrkr       864         0            0
## 464     GasA        Fa          Y      FuseA       849       811            0
## 465     GasA        TA          Y      SBrkr      1040         0            0
## 466     GasA        Ex          Y      SBrkr      1414         0            0
## 467     GasA        TA          Y      SBrkr      1277         0            0
## 468     GasA        Ex          Y      SBrkr       888       756            0
## 469     GasA        Ex          Y      SBrkr      1634         0            0
## 470     GasA        Ex          Y      SBrkr       832       878            0
## 471     GasA        TA          Y      SBrkr      1502         0            0
## 472     GasA        TA          Y      SBrkr      1161       808            0
## 473     GasA        Ex          Y      SBrkr      1072         0            0
## 474     GasA        Ex          Y      SBrkr      1976         0            0
## 475     GasA        Ex          Y      SBrkr      1652         0            0
## 476     GasA        TA          Y      SBrkr       970         0            0
## 477     GasA        Ex          Y      SBrkr      1493         0            0
## 478     GasA        Ex          Y      SBrkr      2069       574            0
## 479     GasA        Ex          Y      SBrkr      1718         0            0
## 480     GasA        TA          Y      SBrkr      1131         0            0
## 481     GasA        Ex          Y      SBrkr      1850         0            0
## 482     GasA        Ex          Y      SBrkr      1792         0            0
## 483     GasA        Ex          Y      SBrkr       916       910            0
## 484     GasA        Ex          Y      SBrkr      1216         0            0
## 485     GasA        Gd          Y      SBrkr       999         0            0
## 486     GasA        Gd          Y      SBrkr      1113         0            0
## 487     GasA        TA          Y      SBrkr      1073         0            0
## 488     GasA        Gd          Y      SBrkr      1484         0            0
## 489     GasA        TA          N      FuseA      1766       648            0
## 490     GasA        TA          Y      SBrkr       630         0            0
## 491     GasA        TA          Y      SBrkr       616       688            0
## 492     GasA        TA          Y      FuseA       958       620            0
## 493     GasA        Gd          Y      SBrkr       728       728            0
## 494     GasA        TA          Y      FuseA      1269         0            0
## 495     GasA        Gd          Y      FuseA       886         0            0
## 496     GasA        TA          N      FuseA       720         0            0
## 497     GasA        Ex          Y      SBrkr      3228         0            0
## 498     GasA        Ex          Y      SBrkr      1133       687            0
## 499     GasA        Ex          Y      SBrkr       899         0            0
## 500     GasA        Fa          Y      SBrkr       912         0            0
## 501     GasA        TA          Y      SBrkr       672       546            0
## 502     GasA        Gd          Y      SBrkr       866       902            0
## 503     GasA        Ex          Y      SBrkr      1214         0            0
## 504     GasA        TA          Y      SBrkr      1801         0            0
## 505     GasA        TA          Y      SBrkr       855       467            0
## 506     GasA        Gd          Y      SBrkr       960      1000            0
## 507     GasA        Ex          Y      SBrkr      1065       846            0
## 508     GasA        Ex          Y      SBrkr      1218         0            0
## 509     GasA        Ex          Y      SBrkr       689       689            0
## 510     GasA        Ex          Y      SBrkr      1041         0            0
## 511     GasA        Ex          Y      SBrkr      1363         0            0
## 512     GasA        Ex          Y      SBrkr      1368         0            0
## 513     GasA        TA          Y      SBrkr       864         0            0
## 514     GasA        TA          Y      SBrkr      1080         0            0
## 515     Grav        Fa          N      SBrkr       789         0            0
## 516     GasA        Ex          Y      SBrkr      2020         0            0
## 517     GasA        TA          Y      SBrkr      1378       741            0
## 518     GasA        Ex          Y      SBrkr      1277      1067            0
## 519     GasA        Ex          Y      SBrkr       882       914            0
## 520     GasA        Ex          Y      SBrkr      1276       804            0
## 521     GasA        TA          N      FuseA       694       600            0
## 522     GasA        Ex          Y      FuseA      1244         0            0
## 523     GasA        Ex          Y      SBrkr      1004       660            0
## 524     GasA        Ex          Y      SBrkr      3138      1538            0
## 525     GasA        Ex          Y      SBrkr      1383      1015            0
## 526     GasA        Ex          Y      SBrkr      1266         0            0
## 527     GasA        TA          Y      SBrkr       928         0            0
## 528     GasA        Ex          Y      SBrkr      1476      1237            0
## 529     GasA        Ex          Y      SBrkr       605         0            0
## 530     GasA        TA          Y      SBrkr      2515         0            0
## 531     GasA        Ex          Y      SBrkr      1509         0            0
## 532     GasA        Ex          Y      SBrkr       751       611            0
## 533     GasA        Ex          Y      SBrkr       827         0            0
## 534     GasA        Fa          N      FuseF       334         0            0
## 535     GasA        Ex          Y      SBrkr       707       707            0
## 536     GasA        TA          Y      SBrkr       820       527            0
## 537     GasA        Ex          Y      SBrkr       880       844            0
## 538     GasA        TA          Y      SBrkr       864         0            0
## 539     GasA        TA          Y      SBrkr      1159         0            0
## 540     GasA        Ex          Y      SBrkr      1601         0            0
## 541     GasA        Ex          Y      SBrkr      1838         0            0
## 542     GasA        Ex          Y      SBrkr       997      1288            0
## 543     GasA        Ex          Y      SBrkr      1680         0            0
## 544     GasA        Ex          Y      SBrkr       767         0            0
## 545     GasA        Ex          Y      SBrkr       664       832            0
## 546     GasA        Gd          Y      SBrkr      1377       806            0
## 547     GasA        Ex          Y      FuseA       915       720            0
## 548     GasA        Ex          Y      SBrkr       768         0            0
## 549     GasA        TA          Y      SBrkr       825         0            0
## 550     GasA        Ex          Y      SBrkr       912      1182            0
## 551     GasA        TA          Y      SBrkr      1069         0            0
## 552     GasA        Gd          Y      FuseA       928         0            0
## 553     GasA        Ex          Y      SBrkr      1717         0            0
## 554     GasA        Ex          Y      SBrkr      1126         0            0
## 555     GasA        Ex          Y      SBrkr      1006      1040            0
## 556     GasA        TA          Y      FuseA      1048         0            0
## 557     GasA        TA          Y      FuseA      1092         0            0
## 558     GasA        Gd          Y      SBrkr       897       439            0
## 559     GasA        Ex          Y      SBrkr       729       717            0
## 560     GasA        Ex          Y      SBrkr      1557         0            0
## 561     GasA        TA          Y      SBrkr      1392         0            0
## 562     GasA        Gd          Y      SBrkr      1389         0            0
## 563     GasA        Ex          Y      SBrkr       996         0            0
## 564     GasA        Ex          Y      SBrkr      1163       511            0
## 565     GasA        Ex          Y      SBrkr      1166      1129            0
## 566     GasA        TA          N      FuseF       841       806            0
## 567     GasA        Ex          Y      SBrkr      1134      1370            0
## 568     GasA        Ex          Y      SBrkr      1535         0            0
## 569     GasA        Ex          Y      SBrkr      1496       636            0
## 570     GasA        TA          Y      SBrkr       943         0            0
## 571     GasA        TA          Y      SBrkr      1728         0            0
## 572     GasA        Ex          Y      SBrkr       864         0            0
## 573     GasA        Gd          Y      SBrkr       846       846            0
## 574     GasA        Ex          Y      SBrkr       774       656            0
## 575     GasA        TA          Y      SBrkr       576       533            0
## 576     GasA        TA          Y      SBrkr       832       384            0
## 577     GasA        Gd          Y      SBrkr       877       600            0
## 578     GasA        Ex          Y      SBrkr      1320         0            0
## 579     GasA        Ex          Y      SBrkr       703       689            0
## 580     GasA        Ex          N      FuseF      1050       745            0
## 581     GasA        Ex          Y      SBrkr      1429         0            0
## 582     GasA        Ex          Y      SBrkr      2042         0            0
## 583     GasA        TA          Y      SBrkr       816         0            0
## 584     GasA        Gd          Y      SBrkr      1521      1254            0
## 585     GasA        Ex          Y      SBrkr       989       584            0
## 586     GasA        Ex          Y      SBrkr      2028         0            0
## 587     GasA        Ex          Y      SBrkr       838         0            0
## 588     GasA        TA          Y      SBrkr       860         0            0
## 589     GasA        Ex          Y      SBrkr      1473         0            0
## 590     GasA        TA          Y      FuseA       779         0          156
## 591     GasA        Ex          Y      SBrkr       770       812            0
## 592     GasA        Ex          Y      SBrkr      1728       568            0
## 593     GasA        Ex          Y      SBrkr       816         0            0
## 594     GasA        Ex          Y      SBrkr       848         0            0
## 595     GasA        TA          Y      SBrkr       924         0            0
## 596     GasA        Ex          Y      SBrkr      1826         0            0
## 597     GasA        Ex          N      FuseA       684       684            0
## 598     GasA        Ex          Y      SBrkr      1402         0            0
## 599     GasA        Ex          Y      SBrkr      1647         0            0
## 600     GasA        TA          Y      SBrkr       716       840            0
## 601     GasA        Ex          Y      SBrkr      1058       846            0
## 602     GasA        TA          Y      SBrkr       780       595            0
## 603     GasA        Ex          Y      SBrkr       927       988            0
## 604     GasA        Ex          Y      SBrkr       600       600            0
## 605     GasA        Ex          Y      SBrkr      1494         0            0
## 606     GasA        TA          Y      SBrkr      1186       800            0
## 607     GasA        Gd          Y      SBrkr      1040         0            0
## 608     GasA        Ex          Y      SBrkr      1112       896            0
## 609     GasA        TA          Y      SBrkr      1940      1254            0
## 610     GasA        Gd          Y      SBrkr      1029         0            0
## 611     GasA        Ex          Y      SBrkr      1476       677            0
## 612     GasA        TA          Y      SBrkr      1032         0            0
## 613     GasA        Ex          Y      SBrkr      1299       573            0
## 614     GasA        Ex          Y      SBrkr      1120         0            0
## 615     GasA        Ex          Y      SBrkr       630         0            0
## 616     GasA        Ex          Y      SBrkr      1054         0            0
## 617     GasA        Ex          Y      SBrkr       807       702            0
## 618     GasA        Gd          Y      SBrkr       832         0            0
## 619     GasA        Ex          Y      SBrkr      1828         0            0
## 620     GasA        Ex          Y      SBrkr      1482       780            0
## 621     GasA        TA          N      FuseF       864         0            0
## 622     GasA        TA          Y      SBrkr      1548      1066            0
## 623     GasA        TA          Y      SBrkr       980         0            0
## 624     GasA        Ex          Y      SBrkr       756       756            0
## 625     GasA        Gd          Y      SBrkr      1012       778            0
## 626     GasA        TA          Y      SBrkr      1116         0            0
## 627     GasA        TA          Y      SBrkr      1422         0            0
## 628     GasA        Ex          Y      SBrkr      1520         0            0
## 629     GasA        TA          Y      SBrkr      1040      1040            0
## 630     GasA        TA          Y      SBrkr      1350         0            0
## 631     GasA        TA          Y      FuseA      1089       661            0
## 632     GasA        Ex          Y      SBrkr      1554         0            0
## 633     GasA        TA          Y      SBrkr      1411         0            0
## 634     GasA        TA          Y      SBrkr      1056         0            0
## 635     GasA        Gd          Y      SBrkr      1056         0            0
## 636     GasA        Ex          Y      FuseA      1440      1440          515
## 637     Grav        Fa          N      FuseA       800         0            0
## 638     GasA        TA          Y      FuseA       811       576            0
## 639     GasA        Gd          Y      FuseA       796         0            0
## 640     GasA        Ex          Y      SBrkr      1567         0            0
## 641     GasA        Ex          Y      SBrkr      1518         0            0
## 642     GasA        Ex          Y      SBrkr      1057       872            0
## 643     GasA        Gd          Y      SBrkr      2000       704            0
## 644     GasA        Ex          Y      SBrkr       780       840            0
## 645     GasA        Ex          Y      SBrkr      1766         0            0
## 646     GasA        TA          Y      SBrkr       981         0            0
## 647     GasA        Gd          Y      SBrkr      1048         0            0
## 648     GasA        Ex          Y      SBrkr      1094         0            0
## 649     GasA        TA          Y      SBrkr      1051       788            0
## 650     GasA        Gd          Y      SBrkr       630         0            0
## 651     GasA        Ex          Y      SBrkr       822       843            0
## 652     GasA        TA          Y      SBrkr       755       755            0
## 653     GasA        Ex          Y      SBrkr       909       807            0
## 654     GasA        Ex          Y      SBrkr       756       713            0
## 655     GasA        Ex          Y      SBrkr      2113         0            0
## 656     GasA        TA          Y      SBrkr       525       567            0
## 657     GasA        Ex          Y      SBrkr      1053         0            0
## 658     GasA        TA          Y      SBrkr       851       651            0
## 659     GasA        TA          Y      SBrkr       912       546            0
## 660     GasA        Ex          Y      SBrkr      1486         0            0
## 661     GasA        TA          Y      SBrkr      1142       793            0
## 662     GasA        Ex          Y      SBrkr      1686       762            0
## 663     GasA        Gd          Y      SBrkr      1392         0            0
## 664     GasA        TA          Y      SBrkr      1181         0            0
## 665     GasA        Ex          Y      SBrkr      2097         0            0
## 666     GasA        Ex          Y      SBrkr      1454       482            0
## 667     GasA        TA          Y      SBrkr      1465       915            0
## 668     GasA        Ex          Y      SBrkr      1679         0            0
## 669     GasA        Gd          Y      SBrkr      1437         0            0
## 670     GasA        Ex          Y      SBrkr      1180         0            0
## 671     GasA        Ex          Y      SBrkr       738       738            0
## 672     GasA        TA          N      SBrkr       697       672            0
## 673     GasA        TA          Y      SBrkr      1208         0            0
## 674     GasA        Ex          Y      SBrkr      1839         0            0
## 675     GasA        TA          Y      SBrkr      1136         0            0
## 676     GasA        TA          Y      SBrkr       855       586            0
## 677     GasW        Fa          N      SBrkr      1095       679            0
## 678     GasA        Ex          Y      SBrkr       792         0            0
## 679     GasA        Ex          Y      SBrkr      2046         0            0
## 680     GasA        TA          Y      SBrkr       988         0            0
## 681     GasA        TA          Y      SBrkr       923         0            0
## 682     GasA        Ex          Y      SBrkr       848       672            0
## 683     GasA        Ex          Y      SBrkr      1291         0            0
## 684     GasA        Ex          Y      SBrkr      1668         0            0
## 685     GasA        Gd          Y      SBrkr      1195       644            0
## 686     GasA        Gd          Y      SBrkr      1190       900            0
## 687     GasA        Ex          Y      SBrkr       874       887            0
## 688     GasA        Ex          Y      SBrkr       551       551            0
## 689     GasA        Ex          Y      SBrkr      1419         0            0
## 690     GasA        Ex          Y      SBrkr      1362         0            0
## 691     GasA        Ex          Y      SBrkr       848         0            0
## 692     GasA        Ex          Y      SBrkr      2444      1872            0
## 693     GasA        Ex          Y      SBrkr      1238      1281            0
## 694     GasA        Ex          Y      SBrkr      1073         0            0
## 695     GasA        TA          Y      SBrkr      1067       472            0
## 696     GasA        Gd          Y      SBrkr      1137         0            0
## 697     GasA        Gd          Y      SBrkr       616         0            0
## 698     GasA        Fa          Y      FuseA      1148         0            0
## 699     GasA        Ex          Y      SBrkr       894         0            0
## 700     GasA        Ex          Y      SBrkr      1391         0            0
## 701     GasA        Ex          Y      SBrkr      1800         0            0
## 702     GasA        TA          Y      SBrkr      1164         0            0
## 703     GasA        Ex          Y      SBrkr      1264      1312            0
## 704     GasA        Gd          Y      SBrkr      1032       780            0
## 705     GasA        Ex          Y      SBrkr      1484         0            0
## 706     GasA        Fa          N      SBrkr       372       720            0
## 707     GasA        TA          Y      SBrkr      1824         0            0
## 708     GasA        Ex          Y      SBrkr      1324         0            0
## 709     GasA        Ex          Y      SBrkr       728       728            0
## 710     GasA        TA          Y      SBrkr       904         0            0
## 711     GasA        Gd          Y      SBrkr       729         0            0
## 712     GasA        Gd          Y      SBrkr       859       319            0
## 713     GasA        Gd          Y      SBrkr      1228         0            0
## 714     GasW        TA          N      SBrkr       960         0            0
## 715     GasA        Ex          Y      SBrkr       725       754            0
## 716     GasA        TA          Y      SBrkr      1350         0            0
## 717     GasA        Ex          Y      SBrkr      1576       978            0
## 718     GasA        Gd          Y      SBrkr      1178         0            0
## 719     GasA        Ex          Y      SBrkr      1325      1093            0
## 720     GasA        TA          Y      SBrkr       971         0            0
## 721     GasA        TA          Y      SBrkr      1742         0            0
## 722     GasA        Ex          Y      SBrkr       848         0            0
## 723     GasA        Ex          Y      SBrkr       864         0            0
## 724     GasA        Ex          Y      SBrkr       997       473            0
## 725     GasA        Ex          Y      SBrkr      1698         0            0
## 726     GasA        TA          Y      SBrkr       864         0            0
## 727     GasA        Ex          Y      SBrkr      1680         0            0
## 728     GasA        Ex          Y      SBrkr      1232         0            0
## 729     GasA        TA          Y      SBrkr      1776         0            0
## 730     GasA        TA          Y      FuseA       848         0          360
## 731     GasA        Ex          Y      SBrkr      1616         0            0
## 732     GasA        Ex          Y      SBrkr      1146         0            0
## 733     GasA        Ex          Y      SBrkr      1153       878            0
## 734     GasA        Ex          Y      SBrkr      1144         0            0
## 735     GasA        TA          Y      SBrkr       948         0            0
## 736     GasW        Fa          N      SBrkr       880       888            0
## 737     GasA        Gd          N      FuseF      1040         0            0
## 738     GasA        Ex          Y      SBrkr       901       900            0
## 739     GasA        TA          Y      SBrkr      1200         0            0
## 740     GasA        Ex          Y      SBrkr       864       864            0
## 741     GasA        Ex          Y      SBrkr       768       664            0
## 742     GasA        Gd          Y      SBrkr       912         0            0
## 743     GasA        Ex          Y      SBrkr      1349         0            0
## 744     GasA        Ex          Y      SBrkr      1464         0            0
## 745     GasA        Gd          Y      SBrkr      1337         0            0
## 746     GasA        Ex          Y      SBrkr      1175      1540            0
## 747     GasA        Ex          Y      SBrkr       980      1276            0
## 748     GasW        TA          N      SBrkr      1320      1320            0
## 749     GasA        Ex          Y      SBrkr      1720         0            0
## 750     Wall        TA          N      FuseF      1088       441            0
## 751     GasA        Gd          Y      SBrkr       792       348            0
## 752     GasA        Ex          Y      SBrkr       660       660            0
## 753     GasA        Ex          Y      SBrkr      1494         0            0
## 754     GasA        Gd          Y      SBrkr      1038      1060            0
## 755     GasA        Gd          Y      SBrkr      1026         0            0
## 756     GasA        Gd          Y      SBrkr       742       729            0
## 757     GasA        Ex          Y      SBrkr       866       902            0
## 758     GasA        TA          Y      SBrkr       672       714            0
## 759     GasA        Gd          Y      SBrkr       757       744            0
## 760     GasA        Ex          Y      SBrkr      1328      1203            0
## 761     GasA        Ex          Y      SBrkr       864         0            0
## 762     GasA        TA          Y      SBrkr      1301         0            0
## 763     GasA        Ex          Y      SBrkr       764       783            0
## 764     GasA        Ex          Y      SBrkr      1268      1097            0
## 765     GasA        Ex          Y      SBrkr      1494         0            0
## 766     GasA        Ex          Y      SBrkr      1506         0            0
## 767     GasA        TA          Y      SBrkr       980       734            0
## 768     GasA        Ex          Y      SBrkr       983       767            0
## 769     GasA        Ex          Y      SBrkr      1836         0            0
## 770     GasA        Ex          Y      SBrkr      1690      1589            0
## 771     GasA        TA          Y      SBrkr       858         0            0
## 772     GasA        TA          Y      FuseF      1220         0            0
## 773     GasA        TA          Y      SBrkr      1117         0            0
## 774     GasA        Ex          Y      FuseA       912         0            0
## 775     GasA        Gd          Y      SBrkr      1973         0            0
## 776     GasA        Ex          Y      SBrkr      1204         0            0
## 777     GasA        Ex          Y      SBrkr      1614         0            0
## 778     GasA        TA          Y      SBrkr       894         0            0
## 779     GasA        TA          Y      SBrkr      2020         0            0
## 780     GasA        TA          Y      SBrkr      1004         0            0
## 781     GasA        Gd          Y      SBrkr      1253         0            0
## 782     GasA        Ex          Y      SBrkr       810       793            0
## 783     GasA        Ex          Y      SBrkr      1430         0            0
## 784     GasA        Ex          Y      SBrkr      1110         0            0
## 785     GasA        Ex          Y      SBrkr       742       742            0
## 786     GasA        TA          Y      SBrkr      1342         0            0
## 787     GasA        TA          Y      SBrkr       966       686            0
## 788     GasA        Ex          Y      SBrkr       956      1128            0
## 789     GasA        Ex          Y      SBrkr       901         0            0
## 790     GasA        Gd          Y      SBrkr       976      1111            0
## 791     GasA        Ex          Y      SBrkr      1145         0            0
## 792     GasA        TA          Y      SBrkr      1062         0            0
## 793     GasA        Ex          Y      SBrkr      1127       886            0
## 794     GasA        Ex          Y      SBrkr      1496         0            0
## 795     GasA        Ex          Y      SBrkr      1086       809            0
## 796     GasA        TA          Y      SBrkr       888       676            0
## 797     GasA        Ex          Y      SBrkr      1285         0            0
## 798     GasA        Gd          Y      SBrkr       773         0            0
## 799     GasA        Ex          Y      SBrkr      1966      1174            0
## 800     GasA        Ex          Y      SBrkr       981       787            0
## 801     GasA        Gd          Y      SBrkr       616      1072            0
## 802     GasA        Ex          Y      FuseA      1196         0            0
## 803     GasA        Ex          Y      SBrkr       728       728            0
## 804     GasA        Ex          Y      SBrkr      1734      1088            0
## 805     GasA        TA          Y      SBrkr      1128         0            0
## 806     GasA        Ex          Y      SBrkr      1428         0            0
## 807     GasA        Gd          Y      SBrkr       980         0            0
## 808     GasA        Ex          Y      SBrkr      1072       504            0
## 809     GasA        TA          Y      SBrkr      1086         0            0
## 810     GasA        TA          N      FuseA      1075      1063            0
## 811     GasA        Fa          Y      SBrkr      1309         0            0
## 812     GasA        Ex          Y      SBrkr       848         0            0
## 813     GasA        TA          N      FuseA      1044         0            0
## 814     GasA        Gd          Y      SBrkr      1442         0            0
## 815     GasW        Gd          Y      SBrkr       686       564            0
## 816     GasA        Ex          Y      SBrkr      1661         0            0
## 817     GasA        Gd          Y      SBrkr      1008         0            0
## 818     GasA        Ex          Y      SBrkr      1689         0            0
## 819     GasA        Gd          Y      SBrkr      1052         0            0
## 820     GasA        Ex          Y      SBrkr      1358         0            0
## 821     GasA        Ex          Y      SBrkr       798       842            0
## 822     GasA        TA          N      SBrkr       936         0            0
## 823     GasA        Ex          Y      SBrkr       847       886            0
## 824     GasA        TA          Y      SBrkr       944       545            0
## 825     GasA        Ex          Y      SBrkr      1489         0            0
## 826     GasA        Ex          Y      SBrkr      2084         0            0
## 827     GasA        Gd          Y      SBrkr       784         0            0
## 828     GasA        Ex          Y      SBrkr      1434         0            0
## 829     GasA        TA          Y      SBrkr      1160       966            0
## 830     GasA        Ex          Y      SBrkr       520       623           80
## 831     GasA        TA          Y      FuseA      1392         0            0
## 832     GasA        Ex          Y      SBrkr       520       600           80
## 833     GasA        Ex          Y      SBrkr       941       888            0
## 834     GasA        TA          Y      SBrkr      1516         0            0
## 835     GasA        Gd          Y      SBrkr      1144         0            0
## 836     GasA        TA          Y      SBrkr      1067         0            0
## 837     GasA        Gd          Y      SBrkr      1559         0            0
## 838     GasA        TA          Y      SBrkr       483       504            0
## 839     GasA        Ex          Y      SBrkr      1099         0            0
## 840     GasA        Ex          Y      SBrkr       768       432            0
## 841     GasA        TA          N      SBrkr       810       672            0
## 842     GasA        Gd          Y      SBrkr       958       581            0
## 843     GasA        TA          Y      SBrkr      1165         0            0
## 844     GasA        Ex          N      SBrkr      1800         0            0
## 845     GasA        Gd          Y      SBrkr       876       540            0
## 846     GasA        TA          Y      SBrkr      1701         0            0
## 847     GasA        Ex          Y      SBrkr      1006       769            0
## 848     GasA        Ex          Y      SBrkr       864         0            0
## 849     GasA        TA          Y      SBrkr      1307      1051            0
## 850     GasA        Ex          Y      SBrkr      1094       761            0
## 851     GasA        Ex          Y      SBrkr       848         0            0
## 852     GasA        Ex          Y      SBrkr      1456         0            0
## 853     GasA        Gd          Y      SBrkr       918       728            0
## 854     GasA        TA          Y      SBrkr      1445         0            0
## 855     GasA        TA          Y      SBrkr      1779         0            0
## 856     GasA        Ex          Y      SBrkr      1040         0            0
## 857     GasA        TA          Y      SBrkr      1026         0            0
## 858     GasA        Gd          Y      SBrkr       702       779            0
## 859     GasA        TA          Y      SBrkr      1370         0            0
## 860     GasA        TA          Y      SBrkr      1512      1142            0
## 861     GasA        Gd          Y      SBrkr       912       514            0
## 862     GasA        Ex          Y      SBrkr      1039         0            0
## 863     GasA        TA          Y      SBrkr      1097         0            0
## 864     GasA        TA          Y      SBrkr      1148         0            0
## 865     GasA        Ex          Y      SBrkr      1372         0            0
## 866     GasA        TA          Y      SBrkr      1002         0            0
## 867     GasA        Ex          Y      SBrkr      1646         0            0
## 868     GasA        TA          Y      SBrkr      1120         0            0
## 869     GasA        Gd          Y      SBrkr      1547       720           53
## 870     GasA        Ex          Y      SBrkr      1062       887            0
## 871     GasA        Gd          N      SBrkr       894         0            0
## 872     GasA        Ex          Y      SBrkr       804       878            0
## 873     GasA        Gd          Y      SBrkr       910         0            0
## 874     GasA        Gd          Y      SBrkr      1036         0          232
## 875     GasA        Ex          Y      SBrkr       676       455            0
## 876     GasA        Ex          Y      SBrkr      1184      1426            0
## 877     GasA        Gd          Y      SBrkr      1040         0            0
## 878     GasA        Ex          Y      SBrkr      1462       762            0
## 879     GasA        TA          Y      SBrkr      1155         0            0
## 880     GasA        Ex          Y      SBrkr       864         0            0
## 881     GasA        Gd          Y      SBrkr      1090         0            0
## 882     GasA        Ex          Y      SBrkr      1187       530            0
## 883     GasA        Gd          Y      SBrkr       808       785            0
## 884     GasA        TA          N      SBrkr       954       795          481
## 885     GasA        TA          Y      SBrkr       892         0            0
## 886     GasA        Ex          Y      SBrkr      1709         0            0
## 887     GasA        Ex          Y      SBrkr      1712         0            0
## 888     GasA        TA          Y      SBrkr       872       521            0
## 889     GasA        Ex          Y      SBrkr      2217         0            0
## 890     GasA        Ex          Y      SBrkr      1505         0            0
## 891     GasA        Ex          Y      SBrkr       672       252            0
## 892     GasA        Gd          Y      SBrkr       918       765            0
## 893     GasA        TA          Y      SBrkr      1068         0            0
## 894     GasA        TA          Y      SBrkr      1383         0            0
## 895     GasA        TA          Y      SBrkr      1535         0            0
## 896     GasA        TA          Y      SBrkr       983       813            0
## 897     GasA        Ex          N      SBrkr       951         0            0
## 898     GasA        TA          Y      SBrkr      1120      1120            0
## 899     GasA        Ex          Y      SBrkr      2364         0            0
## 900     GasA        TA          Y      SBrkr      1236         0            0
## 901     GasA        TA          Y      SBrkr       858         0            0
## 902     GasA        TA          Y      SBrkr      1306         0            0
## 903     GasA        Ex          Y      SBrkr       807       702            0
## 904     GasA        Ex          Y      SBrkr      1670         0            0
## 905     GasA        TA          Y      SBrkr       902         0            0
## 906     GasA        TA          Y      SBrkr      1063         0            0
## 907     GasA        Ex          Y      SBrkr      1636         0            0
## 908     GasA        Gd          Y      SBrkr      1020      1037            0
## 909     GasA        TA          Y      SBrkr       902         0            0
## 910     GasA        Ex          Y      SBrkr       742       742            0
## 911     GasA        TA          Y      FuseA      1105      1169            0
## 912     GasA        TA          Y      SBrkr      1268         0            0
## 913     GasA        TA          N      SBrkr      1015         0            0
## 914     GasA        TA          N      FuseA      1001      1001            0
## 915     GasA        Ex          Y      SBrkr       612       612            0
## 916     GasA        Fa          Y      SBrkr       546       546            0
## 917     GasA        TA          N      FuseA       480         0            0
## 918     GasA        Ex          Y      FuseA      1229         0            0
## 919     GasA        Ex          Y      SBrkr       912      1215            0
## 920     GasA        Ex          Y      SBrkr      1414         0            0
## 921     GasA        Ex          Y      SBrkr       936       785            0
## 922     GasA        Gd          Y      SBrkr      1272       928            0
## 923     GasA        Ex          Y      SBrkr      1316         0            0
## 924     GasA        Ex          Y      SBrkr      1617         0            0
## 925     GasA        TA          Y      SBrkr      1686         0            0
## 926     GasA        TA          Y      SBrkr      1126         0            0
## 927     GasA        Ex          Y      SBrkr      1234      1140            0
## 928     GasA        Gd          Y      SBrkr      1098       880            0
## 929     GasA        Ex          Y      SBrkr      1788         0            0
## 930     GasA        Gd          Y      SBrkr       993      1243            0
## 931     GasA        Ex          Y      SBrkr      1466         0            0
## 932     GasA        Ex          Y      SBrkr       925         0            0
## 933     GasA        Ex          Y      SBrkr      1905         0            0
## 934     GasA        Ex          Y      SBrkr      1500         0            0
## 935     GasA        Ex          Y      SBrkr      2069         0            0
## 936     GasA        Gd          Y      SBrkr       747         0            0
## 937     GasA        Ex          Y      SBrkr      1200         0            0
## 938     GasA        Ex          Y      SBrkr      1113       858            0
## 939     GasA        Ex          Y      SBrkr      1391       571            0
## 940     GasA        Ex          Y      SBrkr      1207      1196            0
## 941     GasA        TA          Y      SBrkr      1728         0            0
## 942     GasA        Ex          Y      SBrkr      1022      1038            0
## 943     GasA        TA          Y      SBrkr      1440         0            0
## 944     GasA        TA          Y      SBrkr      1632         0            0
## 945     GasA        Gd          Y      FuseA      1344         0            0
## 946     GasA        TA          Y      SBrkr      1188       561          120
## 947     GasA        TA          Y      SBrkr      1144         0            0
## 948     GasA        Ex          Y      SBrkr      1629         0            0
## 949     GasA        Ex          Y      SBrkr       936       840            0
## 950     GasA        TA          Y      SBrkr      1381         0            0
## 951     GasA        Gd          Y      SBrkr       864         0            0
## 952     GasA        Gd          Y      SBrkr       965         0            0
## 953     GasA        Gd          Y      SBrkr       768         0            0
## 954     GasA        Ex          Y      SBrkr      1168       800            0
## 955     GasA        TA          Y      SBrkr       980         0            0
## 956     GasA        TA          N      FuseF       979       979            0
## 957     GasA        TA          Y      SBrkr       561       668            0
## 958     GasA        TA          Y      SBrkr      1057         0            0
## 959     GasA        Ex          Y      SBrkr      1337         0            0
## 960     GasA        Ex          Y      SBrkr       696       720            0
## 961     GasA        Gd          Y      SBrkr       858         0            0
## 962     GasA        TA          Y      SBrkr      1542      1330            0
## 963     GasA        TA          Y      SBrkr       804       744            0
## 964     GasA        Ex          Y      SBrkr      1800         0            0
## 965     GasA        Ex          Y      SBrkr       824      1070            0
## 966     GasA        Ex          Y      SBrkr       783       701            0
## 967     GasA        Ex          Y      SBrkr       976       332            0
## 968     GasA        TA          Y      SBrkr      1098         0            0
## 969     Grav        Fa          N      SBrkr       600       368            0
## 970     GasA        TA          Y      SBrkr      1095         0            0
## 971     GasA        TA          N      FuseA       720       472            0
## 972     GasA        Ex          Y      SBrkr       764       862            0
## 973     GasA        TA          Y      SBrkr       918         0            0
## 974     GasA        Ex          Y      SBrkr      1428         0            0
## 975     GasA        TA          N      SBrkr      1136       883            0
## 976     GasA        Ex          Y      SBrkr       673       709            0
## 977     GasA        TA          Y      FuseA       869         0            0
## 978     GasA        Ex          Y      SBrkr      1241         0            0
## 979     GasA        Ex          Y      SBrkr       894         0            0
## 980     GasA        TA          Y      SBrkr      1121         0            0
## 981     GasA        Gd          Y      SBrkr       999         0            0
## 982     GasA        Ex          Y      SBrkr      1276      1336            0
## 983     GasA        Ex          Y      SBrkr      1266         0            0
## 984     GasA        Ex          Y      SBrkr      1149      1141            0
## 985     GasA        TA          Y      SBrkr      1302       432            0
## 986     GasW        TA          N      SBrkr      1164         0            0
## 987     GasA        Gd          Y      SBrkr      1001       634            0
## 988     GasA        Ex          Y      SBrkr      1940         0            0
## 989     GasA        TA          Y      SBrkr      1118       912            0
## 990     GasA        Ex          Y      SBrkr       778       798            0
## 991     GasA        Ex          Y      SBrkr      1407       985            0
## 992     GasA        Gd          Y      SBrkr       916       826            0
## 993     GasA        Gd          Y      SBrkr      1020       831            0
## 994     GasA        Ex          Y      SBrkr       750       750            0
## 995     GasA        Ex          Y      SBrkr      1718         0            0
## 996     GasA        TA          Y      SBrkr       774       456            0
## 997     GasA        TA          Y      SBrkr      1050         0            0
## 998     GasA        TA          Y      SBrkr      1442         0            0
## 999     GasA        Fa          N      SBrkr      1077         0            0
## 1000    GasA        Ex          Y      SBrkr      1208         0            0
## 1001    GasW        Fa          N      FuseF       944         0            0
## 1002    GasA        Ex          Y      FuseA       691         0            0
## 1003    GasA        Ex          Y      SBrkr      1574         0            0
## 1004    GasA        Fa          Y      SBrkr      1680         0            0
## 1005    GasA        Ex          Y      SBrkr      1504         0            0
## 1006    GasA        TA          Y      SBrkr       985         0            0
## 1007    GasA        Gd          Y      SBrkr      1657         0            0
## 1008    GasA        TA          Y      SBrkr       546       546            0
## 1009    GasA        Ex          Y      SBrkr      1710         0            0
## 1010    GasA        Ex          Y      SBrkr      1008         0          514
## 1011    GasA        TA          Y      SBrkr       720       551            0
## 1012    GasA        TA          N      SBrkr      1664         0            0
## 1013    GasA        TA          Y      SBrkr       900       602            0
## 1014    GasW        TA          N      SBrkr      1022         0            0
## 1015    GasA        TA          Y      SBrkr      1082         0            0
## 1016    GasA        Ex          Y      SBrkr       810       855            0
## 1017    GasA        Ex          Y      SBrkr      1504         0            0
## 1018    GasA        Gd          Y      SBrkr      1360         0            0
## 1019    GasA        Gd          Y      SBrkr       802       670            0
## 1020    GasA        Ex          Y      SBrkr      1506         0            0
## 1021    GasA        Ex          Y      SBrkr      1132         0            0
## 1022    GasA        Ex          Y      SBrkr      1220         0            0
## 1023    GasA        Gd          Y      FuseA       912       336            0
## 1024    GasA        Ex          Y      SBrkr      1504         0            0
## 1025    GasA        TA          Y      SBrkr      2898         0            0
## 1026    GasA        TA          Y      SBrkr       882         0            0
## 1027    GasA        TA          Y      SBrkr      1264         0            0
## 1028    GasA        Ex          Y      SBrkr      1646         0            0
## 1029    GasA        TA          Y      SBrkr       968       408            0
## 1030    GasA        Gd          Y      SBrkr       672       546            0
## 1031    GasA        Gd          Y      SBrkr       948       980            0
## 1032    GasA        Ex          Y      SBrkr      1687       998          397
## 1033    GasA        Ex          Y      SBrkr      1352      1168            0
## 1034    GasA        Ex          Y      SBrkr      1654         0            0
## 1035    GasA        Ex          Y      SBrkr       954         0            0
## 1036    GasA        Ex          N      SBrkr       845         0            0
## 1037    GasA        Ex          Y      SBrkr      1620         0            0
## 1038    GasA        Ex          Y      SBrkr      1055      1208            0
## 1039    GasA        TA          Y      SBrkr       798       546            0
## 1040    GasA        TA          Y      SBrkr       630         0            0
## 1041    GasA        Ex          Y      SBrkr      1803         0            0
## 1042    GasA        Gd          Y      SBrkr       800       832            0
## 1043    GasA        Ex          Y      SBrkr      1306         0            0
## 1044    GasA        Ex          Y      SBrkr      1532       797            0
## 1045    GasA        TA          Y      SBrkr      2524         0            0
## 1046    GasA        Ex          Y      FuseA      1733         0            0
## 1047    GasA        Ex          Y      SBrkr      1992       876            0
## 1048    GasA        Ex          Y      SBrkr       990         0            0
## 1049    GasA        TA          Y      SBrkr      1771         0            0
## 1050    GasA        Ex          Y      SBrkr       930         0            0
## 1051    GasA        Ex          Y      SBrkr      1302         0            0
## 1052    GasA        Ex          Y      SBrkr      1316         0            0
## 1053    GasA        TA          Y      SBrkr      1127       850            0
## 1054    GasA        Ex          Y      FuseA      1526         0            0
## 1055    GasA        Ex          Y      SBrkr      1091       898            0
## 1056    GasA        TA          Y      SBrkr      1523         0            0
## 1057    GasA        Ex          Y      SBrkr      1364         0            0
## 1058    GasA        Ex          Y      SBrkr       979       871            0
## 1059    GasA        Ex          Y      SBrkr      1130      1054            0
## 1060    GasA        TA          Y      SBrkr      1096       895            0
## 1061    GasA        Ex          Y      SBrkr      1338         0            0
## 1062    GasA        TA          Y      SBrkr       894         0            0
## 1063    GasA        TA          N      SBrkr      1422       915            0
## 1064    GasA        Gd          Y      SBrkr      1103         0            0
## 1065    GasA        Ex          Y      SBrkr      1154         0            0
## 1066    GasA        Ex          Y      SBrkr      1306       954            0
## 1067    GasA        Gd          Y      SBrkr       799       772            0
## 1068    GasA        TA          Y      SBrkr       798       813            0
## 1069    GasA        Gd          Y      SBrkr      1291      1230            0
## 1070    GasA        TA          Y      SBrkr       893         0            0
## 1071    GasA        TA          Y      SBrkr      1048         0            0
## 1072    GasA        Ex          Y      SBrkr       829       727            0
## 1073    GasA        Fa          Y      FuseA      1002       454            0
## 1074    GasA        TA          Y      SBrkr       698       728            0
## 1075    GasA        Ex          Y      SBrkr      1240         0            0
## 1076    GasA        TA          Y      SBrkr       960       780            0
## 1077    GasA        Gd          Y      SBrkr      1096       370            0
## 1078    GasA        Ex          Y      SBrkr      1096         0            0
## 1079    GasA        Ex          Y      SBrkr       848         0            0
## 1080    GasA        Gd          Y      SBrkr       990         0            0
## 1081    GasA        Ex          Y      SBrkr      1258         0            0
## 1082    GasA        Fa          Y      SBrkr      1040         0            0
## 1083    GasA        Ex          Y      SBrkr      1459         0            0
## 1084    GasA        TA          Y      SBrkr      1251         0            0
## 1085    GasA        Gd          Y      SBrkr       691       807            0
## 1086    GasA        Ex          Y      SBrkr       996         0            0
## 1087    GasA        TA          Y      SBrkr       546       546            0
## 1088    GasA        Ex          Y      SBrkr      1082       871            0
## 1089    GasA        Ex          Y      SBrkr       970       739            0
## 1090    GasA        Ex          Y      SBrkr      1247         0            0
## 1091    Wall        Fa          N      FuseA      1040         0            0
## 1092    GasA        Ex          Y      SBrkr       624       628            0
## 1093    GasA        Fa          Y      SBrkr      1390       304            0
## 1094    GasA        Gd          Y      SBrkr      1200         0            0
## 1095    GasA        Ex          Y      SBrkr       936         0            0
## 1096    GasA        Gd          Y      SBrkr      1314         0            0
## 1097    GasA        TA          Y      SBrkr       773       582            0
## 1098    GasA        Ex          Y      SBrkr      1088         0            0
## 1099    GasA        TA          Y      SBrkr       757       567            0
## 1100    GasA        TA          Y      SBrkr      1601         0            0
## 1101    GasA        TA          N      FuseF       438         0            0
## 1102    GasA        TA          Y      SBrkr       950         0            0
## 1103    GasA        Ex          Y      SBrkr      1134         0            0
## 1104    GasA        Ex          Y      SBrkr      1194         0            0
## 1105    GasA        TA          Y      SBrkr       630       672            0
## 1106    GasA        Ex          Y      SBrkr      1500      1122            0
## 1107    GasA        Gd          Y      SBrkr      1442         0            0
## 1108    GasA        Ex          Y      SBrkr       887      1134            0
## 1109    GasA        Ex          Y      SBrkr       948       742            0
## 1110    GasA        Ex          Y      SBrkr      1836         0            0
## 1111    GasA        Gd          Y      SBrkr       773       885            0
## 1112    GasA        TA          Y      SBrkr      1098       866            0
## 1113    GasA        TA          Y      FuseA       816         0            0
## 1114    GasA        Gd          Y      SBrkr      1008         0            0
## 1115    GasA        Ex          Y      SBrkr       833         0            0
## 1116    GasA        Ex          Y      SBrkr      1734         0            0
## 1117    GasA        Ex          Y      SBrkr       779       640            0
## 1118    GasA        Ex          Y      SBrkr       894         0            0
## 1119    GasA        TA          Y      SBrkr      1021       580            0
## 1120    GasA        TA          Y      FuseA      1040         0            0
## 1121    GasA        TA          Y      FuseA      1012         0            0
## 1122    GasA        Ex          Y      SBrkr      1552         0            0
## 1123    GasA        Ex          Y      FuseA       960         0            0
## 1124    GasA        Ex          Y      SBrkr       698         0            0
## 1125    GasA        Gd          Y      SBrkr       812       670            0
## 1126    GasA        TA          Y      SBrkr      1005         0            0
## 1127    GasA        Ex          Y      SBrkr      1555         0            0
## 1128    GasA        Ex          Y      SBrkr      1530         0            0
## 1129    GasA        Ex          Y      SBrkr       847      1112            0
## 1130    GasA        TA          Y      SBrkr       936         0            0
## 1131    GasA        TA          Y      SBrkr      1328       653            0
## 1132    GasA        TA          Y      SBrkr       974         0            0
## 1133    GasW        TA          Y      SBrkr      1178      1032            0
## 1134    GasA        Ex          Y      SBrkr      1142       878            0
## 1135    GasA        Gd          Y      SBrkr       916       684            0
## 1136    GasA        TA          N      SBrkr       986         0            0
## 1137    GasA        TA          Y      FuseA      1032       220            0
## 1138    GasA        Gd          N      SBrkr       780       240            0
## 1139    GasA        TA          Y      SBrkr      1567         0            0
## 1140    GasA        TA          Y      SBrkr      1167         0            0
## 1141    GasA        TA          Y      SBrkr       952         0            0
## 1142    GasA        Ex          Y      SBrkr      1088       780            0
## 1143    GasA        Ex          Y      SBrkr      1466      1362            0
## 1144    GasA        TA          Y      SBrkr      1006         0            0
## 1145    Grav        Fa          N      FuseA       672       252            0
## 1146    GasA        Ex          Y      SBrkr      1042       534            0
## 1147    GasA        TA          Y      SBrkr      1298         0            0
## 1148    GasA        Ex          Y      SBrkr       860       704            0
## 1149    GasA        TA          Y      SBrkr       572       539            0
## 1150    GasA        Ex          Y      SBrkr       832       650            0
## 1151    GasA        Ex          Y      FuseA       932         0            0
## 1152    GasA        TA          Y      SBrkr      1466         0            0
## 1153    GasA        Ex          Y      SBrkr      1811         0            0
## 1154    GasA        Ex          Y      SBrkr       816         0            0
## 1155    GasA        TA          Y      SBrkr       902       918            0
## 1156    GasA        TA          Y      SBrkr      1437         0            0
## 1157    GasA        Gd          Y      SBrkr      1265         0            0
## 1158    GasA        Ex          Y      SBrkr      1314         0            0
## 1159    GasA        Ex          Y      SBrkr      1580         0            0
## 1160    GasA        TA          Y      SBrkr       943       933            0
## 1161    GasA        Fa          Y      SBrkr       855       601            0
## 1162    GasA        Ex          Y      SBrkr      1640         0            0
## 1163    GasA        Gd          Y      SBrkr       894         0            0
## 1164    GasA        TA          Y      SBrkr      1258         0            0
## 1165    GasA        Ex          Y      SBrkr      1432         0            0
## 1166    GasA        Ex          Y      SBrkr      1502         0            0
## 1167    GasA        Ex          Y      SBrkr      1694         0            0
## 1168    GasA        Ex          Y      SBrkr       959       712            0
## 1169    GasA        Ex          Y      SBrkr      1236       872            0
## 1170    GasA        Ex          Y      SBrkr      1831      1796            0
## 1171    GasA        TA          Y      SBrkr      1118         0            0
## 1172    GasA        Ex          Y      SBrkr      1261         0            0
## 1173    GasA        Ex          Y      SBrkr       625       625            0
## 1174    GasA        TA          Y      SBrkr      1636       971          479
## 1175    GasA        TA          Y      SBrkr      1170      1175            0
## 1176    GasA        Ex          Y      SBrkr      2129       743            0
## 1177    GasA        TA          Y      SBrkr       923         0            0
## 1178    GasA        TA          Y      SBrkr       818       406            0
## 1179    GasA        Ex          Y      SBrkr       820       523            0
## 1180    GasA        Gd          Y      SBrkr      1124         0            0
## 1181    GasA        Ex          Y      SBrkr      1298      1216            0
## 1182    GasA        Ex          Y      SBrkr      1652         0            0
## 1183    GasA        Ex          Y      SBrkr      2411      2065            0
## 1184    GasA        Ex          Y      SBrkr      1130         0            0
## 1185    GasA        Gd          Y      SBrkr      1572         0            0
## 1186    GasA        Gd          Y      SBrkr       949       272            0
## 1187    GasA        TA          Y      SBrkr      1014       685            0
## 1188    GasA        Ex          Y      SBrkr      1624         0            0
## 1189    GasA        Ex          Y      SBrkr       831       829            0
## 1190    GasA        Gd          Y      SBrkr      1028       776            0
## 1191    GasA        Ex          Y      SBrkr      1622         0            0
## 1192    GasA        Ex          Y      SBrkr       764       677            0
## 1193    GasA        Gd          Y      SBrkr       842       630            0
## 1194    GasA        Ex          Y      SBrkr      1224         0            0
## 1195    GasA        TA          Y      SBrkr       663       689            0
## 1196    GasA        Ex          Y      SBrkr       728       728            0
## 1197    GasA        Ex          Y      SBrkr       879       984            0
## 1198    GasA        Ex          Y      SBrkr       815       875            0
## 1199    GasA        Ex          Y      SBrkr      1212         0            0
## 1200    GasA        Gd          Y      SBrkr      1382         0            0
## 1201    GasA        Gd          Y      SBrkr       864         0            0
## 1202    GasA        Ex          Y      SBrkr       866       913            0
## 1203    GasA        Ex          Y      SBrkr       884       464            0
## 1204    GasA        Ex          Y      SBrkr      1630         0            0
##      GrLivArea BsmtFullBath BsmtHalfBath FullBath HalfBath BedroomAbvGr
## 1         1710            1            0        2        1            3
## 2         1262            0            1        2        0            3
## 3         1786            1            0        2        1            3
## 4         1717            1            0        1        0            3
## 5         2198            1            0        2        1            4
## 6         1362            1            0        1        1            1
## 7         1694            1            0        2        0            3
## 8         2090            1            0        2        1            3
## 9         1774            0            0        2        0            2
## 10        1077            1            0        1        0            2
## 11        1040            1            0        1        0            3
## 12        2324            1            0        3        0            4
## 13         912            1            0        1        0            2
## 14        1494            0            0        2        0            3
## 15        1253            1            0        1        1            2
## 16         854            0            0        1        0            2
## 17        1004            1            0        1        0            2
## 18        1296            0            0        2        0            2
## 19        1114            1            0        1        1            3
## 20        1339            0            0        1        0            3
## 21        2376            0            0        3        1            4
## 22        1108            0            0        1        0            3
## 23        1795            0            0        2        0            3
## 24        1060            1            0        1        0            3
## 25        1060            1            0        1        0            3
## 26        1600            0            0        2        0            3
## 27         900            0            1        1        0            3
## 28        1704            1            0        2        0            3
## 29        1600            1            0        1        0            2
## 30         520            0            0        1        0            1
## 31        1317            0            0        1        0            3
## 32        1228            0            0        1        1            3
## 33        1234            0            0        2        0            3
## 34        1700            0            1        1        1            4
## 35        1561            1            0        2        0            2
## 36        2452            0            0        3        1            4
## 37        1097            0            0        1        1            3
## 38        1297            0            1        1        0            3
## 39        1057            1            0        1        0            3
## 40        1152            0            0        2        0            2
## 41        1324            0            0        2        0            3
## 42        1328            0            1        1        1            2
## 43         884            1            0        1        0            2
## 44         938            1            0        1        0            3
## 45        1150            1            0        1        0            3
## 46        1752            1            0        2        0            2
## 47        2149            1            0        1        1            1
## 48        1656            0            0        2        0            3
## 49        1452            0            0        2        0            2
## 50         955            1            0        1        0            3
## 51        1470            0            1        2        0            3
## 52        1176            0            0        1        0            3
## 53         816            1            0        1        0            2
## 54        1842            2            0        0        1            0
## 55        1360            0            0        1        0            3
## 56        1425            0            0        2        0            3
## 57        1739            1            0        2        1            3
## 58        1720            0            0        2        1            3
## 59        2945            0            0        3        1            3
## 60         780            0            0        1        0            2
## 61        1158            1            0        1        1            3
## 62        1111            0            0        1        0            3
## 63        1370            0            0        2        0            2
## 64        1710            0            0        2        0            3
## 65        2034            1            0        2        1            3
## 66        2473            0            0        2        1            4
## 67        2207            1            0        2        0            3
## 68        1479            1            0        2        0            3
## 69         747            0            0        1        0            2
## 70        2287            0            0        2        0            3
## 71        2223            1            0        2        0            3
## 72         845            1            0        1        0            2
## 73        1718            0            0        2        1            3
## 74        1086            1            0        1        0            3
## 75        1605            0            0        2        0            3
## 76         988            1            0        1        0            2
## 77         952            0            0        1        0            2
## 78        1285            1            0        1        0            2
## 79        1768            0            0        2        0            4
## 80        1230            0            0        1        1            2
## 81        2142            0            0        2        1            4
## 82        1337            1            0        2        0            2
## 83        1563            0            0        2        0            3
## 84        1065            0            0        1        1            3
## 85        1474            0            0        2        1            3
## 86        2417            0            0        2        1            4
## 87        1560            0            0        2        1            3
## 88        1224            0            0        2        1            2
## 89        1526            0            0        1        0            2
## 90         990            1            0        1        0            3
## 91        1040            0            0        1        0            2
## 92        1235            0            0        1        0            2
## 93         964            1            0        1        0            2
## 94        2291            0            1        2        0            4
## 95        1786            1            0        2        1            3
## 96        1470            0            0        2        1            3
## 97        1588            0            0        2        0            3
## 98         960            1            0        1        0            3
## 99         835            0            0        1        0            2
## 100       1225            1            0        1        1            3
## 101       1610            1            0        2        0            3
## 102       1732            0            0        2        1            3
## 103       1535            0            0        2        0            4
## 104       1226            0            0        2        0            3
## 105       1818            0            0        1        1            4
## 106       1992            0            0        2        1            3
## 107       1047            0            0        1        0            2
## 108        789            0            0        1        0            2
## 109       1517            0            0        2        0            3
## 110       1844            0            0        2        0            3
## 111       1855            0            0        2        0            4
## 112       1430            0            0        2        1            3
## 113       2696            1            0        2        1            4
## 114       2259            1            0        2        0            3
## 115       2320            1            0        2        1            3
## 116       1458            0            0        2        1            2
## 117       1092            0            1        1        0            3
## 118       1125            0            0        1        1            2
## 119       3222            1            0        3        0            5
## 120       1456            0            0        2        1            3
## 121        988            1            0        1        0            1
## 122       1123            0            0        1        0            3
## 123       1080            0            0        1        0            3
## 124       1199            0            0        2        0            2
## 125       1586            0            0        2        0            3
## 126        754            1            0        1        0            2
## 127        958            0            0        2        0            2
## 128        840            0            0        1        0            3
## 129       1348            0            0        1        1            3
## 130       1053            0            1        1        1            3
## 131       2157            0            0        2        1            4
## 132       2054            1            0        2        1            3
## 133       1327            1            0        1        0            3
## 134       1296            1            0        2        0            2
## 135       1721            0            0        2        1            3
## 136       1682            0            0        2        0            3
## 137       1214            0            0        2        0            3
## 138       1959            0            0        3        0            5
## 139       1852            0            0        2        1            3
## 140       1764            1            0        2        1            3
## 141        864            0            0        1        0            3
## 142       1734            1            0        2        0            3
## 143       1385            0            0        2        0            4
## 144       1501            1            0        2        0            3
## 145       1728            1            0        2        0            6
## 146       1709            0            0        2        0            3
## 147        875            1            0        1        0            2
## 148       2035            0            0        2        1            3
## 149       1080            1            0        1        0            3
## 150       1344            0            0        1        0            3
## 151        969            0            0        1        1            3
## 152       1710            1            0        2        0            2
## 153       1993            0            0        2        1            4
## 154       1252            1            0        1        0            1
## 155       1200            0            0        1        0            4
## 156       1096            0            0        1        0            2
## 157       1040            0            0        1        0            2
## 158       1968            0            0        2        1            4
## 159       1947            0            0        2        1            3
## 160       2462            1            0        2        1            4
## 161       1232            0            0        2        0            3
## 162       2668            1            0        2        1            3
## 163       1541            0            0        2        0            3
## 164        882            0            0        1        0            1
## 165       1616            0            0        2        0            3
## 166       1355            1            0        2        0            4
## 167       1867            1            0        1        0            2
## 168       2161            1            0        1        1            3
## 169       1720            0            0        2        1            3
## 170       1707            0            0        2        1            2
## 171       1382            0            0        1        1            2
## 172       1656            1            0        1        0            3
## 173       1767            1            0        2        0            2
## 174       1362            1            0        1        1            3
## 175       1651            1            0        2        0            3
## 176       2158            1            0        2        0            4
## 177       2060            0            1        2        1            4
## 178       1920            1            0        2        0            4
## 179       2234            1            0        2        0            1
## 180        968            0            0        1        0            2
## 181       1525            0            0        2        1            3
## 182       1802            0            0        1        1            4
## 183       1340            0            0        1        0            3
## 184       2082            0            0        2        1            3
## 185       1252            0            0        1        0            3
## 186       3608            0            0        2        1            4
## 187       1217            1            0        2        0            3
## 188       1656            0            0        2        1            3
## 189       1224            2            0        0        2            2
## 190       1593            1            0        1        1            0
## 191       2727            0            0        2        1            3
## 192       1479            1            0        1        1            4
## 193       1431            1            0        2        0            3
## 194       1709            0            0        2        0            3
## 195        864            0            0        1        0            3
## 196       1456            0            0        2        1            3
## 197       1726            1            0        2        0            3
## 198       3112            1            1        2        0            4
## 199       2229            0            0        1        0            5
## 200       1713            1            0        2        0            3
## 201       1121            0            0        2        0            2
## 202       1279            0            1        2        0            3
## 203       1310            0            0        2        0            2
## 204        848            1            0        1        0            1
## 205       1284            0            0        1        1            2
## 206       1442            0            0        2        0            3
## 207       1696            0            0        1        1            3
## 208       1100            1            0        1        0            3
## 209       2062            1            0        2        1            3
## 210       1092            1            0        1        0            3
## 211        864            1            0        1        0            2
## 212       1212            0            0        2        0            3
## 213       1852            1            0        2        1            3
## 214        990            0            1        1        0            3
## 215       1392            0            0        1        1            3
## 216       1236            0            1        1        0            2
## 217       1436            1            0        2        0            3
## 218       1328            0            0        1        0            3
## 219       1954            0            1        1        1            3
## 220       1248            0            0        2        0            2
## 221       1498            0            0        2        0            2
## 222       2267            0            0        2        1            4
## 223       1552            1            0        2        1            3
## 224        864            0            0        1        0            2
## 225       2392            0            0        2        0            3
## 226       1302            0            0        2        1            3
## 227       2520            0            0        2        1            4
## 228        987            0            0        1        1            2
## 229        912            0            0        1        0            3
## 230       1555            0            0        2        0            2
## 231       1194            1            0        1        0            3
## 232       2794            1            0        2        1            4
## 233        987            0            0        1        1            2
## 234        894            1            0        1        0            3
## 235       1960            1            0        2        1            4
## 236        987            0            0        1        1            2
## 237       1414            0            0        2        0            3
## 238       1744            0            0        2        1            3
## 239       1694            0            0        2        0            3
## 240       1487            0            0        1        1            3
## 241       1566            1            0        2        0            3
## 242        866            0            0        1        0            2
## 243       1440            0            0        1        0            3
## 244       1217            0            0        1        1            3
## 245       2110            1            0        2        1            3
## 246       1872            0            1        2        0            3
## 247       1928            0            0        2        0            4
## 248       1375            0            0        1        0            2
## 249       1668            0            0        2        1            3
## 250       2144            0            1        2        0            4
## 251       1306            0            0        1        0            3
## 252       1625            1            1        2        0            2
## 253       1640            0            0        2        1            3
## 254       1302            0            1        2        0            3
## 255       1314            1            0        1        0            3
## 256       2291            0            0        2        1            4
## 257       1728            0            0        2        1            3
## 258       1604            1            0        2        1            3
## 259       1792            0            0        2        1            3
## 260        882            0            0        1        0            2
## 261       1382            1            0        1        0            3
## 262       2574            0            0        2        1            3
## 263       1212            1            0        1        0            3
## 264       1316            1            0        1        0            3
## 265        764            0            0        1        0            2
## 266       1422            0            0        2        0            3
## 267       1511            1            0        2        1            3
## 268       2192            0            0        2        1            4
## 269        778            0            0        1        0            2
## 270       1113            1            0        1        1            3
## 271       1939            0            0        2        1            3
## 272       1363            1            0        1        0            2
## 273       2270            0            0        2        1            4
## 274       1632            1            0        2        0            3
## 275        816            0            0        1        0            2
## 276       1548            0            0        2        1            3
## 277       1560            0            0        2        0            3
## 278        864            0            0        1        0            2
## 279       2121            0            0        2        1            3
## 280       2022            0            0        2        1            4
## 281       1982            0            0        2        1            3
## 282       1262            0            0        2        0            2
## 283       1314            1            0        2        0            2
## 284       1468            0            0        2        0            3
## 285       1575            1            0        2        0            2
## 286       1250            0            0        2        1            2
## 287       1734            0            0        1        1            3
## 288        858            0            0        1        0            3
## 289        900            0            0        1        0            3
## 290       1396            0            0        1        0            3
## 291       1919            0            0        2        1            3
## 292       1716            1            0        2        0            6
## 293       1716            0            0        1        1            3
## 294       2263            1            0        2        1            3
## 295       1644            1            0        1        0            3
## 296       1003            1            0        1        0            3
## 297       1558            0            0        1        1            4
## 298       1950            0            0        2        1            3
## 299       1743            0            1        1        2            3
## 300       1152            0            1        1        0            3
## 301       1336            1            0        1        0            2
## 302       2452            0            0        2        1            4
## 303       1541            0            0        2        0            3
## 304        894            1            0        1        0            3
## 305       3493            0            0        3        0            3
## 306       2000            1            0        2        0            3
## 307       2243            1            0        2        1            4
## 308       1406            0            0        1        0            3
## 309        861            0            0        1        0            1
## 310       1944            1            0        2        0            3
## 311       1501            0            0        2        1            3
## 312        972            1            0        1        0            2
## 313       1118            1            0        1        0            3
## 314       2036            2            0        2        0            3
## 315       1641            0            1        1        1            3
## 316       1432            1            0        2        1            3
## 317       2353            1            0        2        1            4
## 318       1959            0            0        2        1            3
## 319       2646            1            0        2        1            4
## 320       1472            1            0        2        0            3
## 321       2596            0            0        3        1            4
## 322       2468            1            0        2        1            4
## 323       2730            1            0        2        1            4
## 324       1163            1            0        1        0            3
## 325       2978            0            0        2        1            5
## 326        803            0            0        1        0            2
## 327       1719            2            0        1        1            1
## 328       1383            0            0        1        1            3
## 329       2134            0            0        2        0            5
## 330       1192            0            0        1        0            3
## 331       1728            0            1        2        0            6
## 332       1056            1            0        1        0            3
## 333       1629            1            0        2        0            3
## 334       1358            1            0        2        0            2
## 335       1638            1            0        2        1            3
## 336       1786            2            0        2        0            3
## 337       1922            1            0        2        0            3
## 338       1536            1            0        2        0            3
## 339       1621            1            0        2        0            3
## 340       1215            0            0        1        0            3
## 341       1908            0            0        2        1            4
## 342        841            0            0        1        0            2
## 343       1040            0            0        2        0            2
## 344       1684            0            0        2        0            2
## 345       1112            0            0        1        1            3
## 346       1577            0            0        1        0            3
## 347        958            0            0        1        0            2
## 348       1478            1            0        2        0            3
## 349       1626            1            0        2        1            2
## 350       2728            1            0        2        1            4
## 351       1869            0            0        2        0            2
## 352       1453            1            0        1        1            2
## 353       1111            0            1        1        0            3
## 354        720            0            0        1        0            2
## 355       1595            0            0        1        0            2
## 356       1200            1            0        2        0            3
## 357       1167            1            0        2        0            3
## 358       1142            1            0        1        1            3
## 359       1352            0            1        1        0            3
## 360       1924            1            0        2        1            3
## 361        912            1            0        1        0            2
## 362       1505            1            0        1        0            3
## 363       1922            0            0        3        0            4
## 364        987            0            0        1        1            2
## 365       1574            1            0        2        1            3
## 366       1344            0            0        1        0            3
## 367       1394            1            0        1        1            3
## 368       1431            0            1        1        0            3
## 369       1268            0            0        1        0            2
## 370       1287            1            0        1        0            3
## 371       1664            0            0        2        1            3
## 372       1588            0            0        2        0            4
## 373        752            1            0        1        0            2
## 374       1319            1            0        1        0            3
## 375       1928            0            0        2        1            4
## 376        904            1            0        0        1            1
## 377        914            0            0        1        0            2
## 378       2466            0            0        3        0            4
## 379       1856            1            0        1        1            1
## 380       1800            0            0        2        1            3
## 381       1691            0            0        2        0            3
## 382       1301            1            0        2        0            2
## 383       1797            0            0        2        1            3
## 384        784            0            0        1        0            2
## 385       1953            1            0        2        1            3
## 386       1269            0            0        2        0            2
## 387       1184            0            0        1        0            5
## 388       1125            1            0        1        0            3
## 389       1479            0            0        2        0            3
## 390       2332            1            0        2        1            3
## 391       1367            1            0        1        0            4
## 392       1961            1            0        2        1            3
## 393        882            0            0        1        0            3
## 394        788            0            0        1        0            2
## 395       1034            0            0        1        0            2
## 396       1144            1            0        1        0            3
## 397        894            0            0        1        0            2
## 398       1812            0            0        2        0            4
## 399       1077            0            0        1        0            2
## 400       1550            1            0        2        0            2
## 401       1288            1            0        1        1            1
## 402       1310            0            0        2        0            3
## 403        672            0            0        1        0            2
## 404       2263            0            0        2        1            4
## 405       1572            0            0        2        1            3
## 406       1620            1            0        2        0            3
## 407       1639            0            0        1        0            3
## 408       1680            0            0        2        0            4
## 409       2172            0            0        2        1            3
## 410       2078            1            0        2        1            3
## 411       1276            0            0        1        0            3
## 412       1056            1            0        1        0            3
## 413       1478            1            0        2        1            2
## 414       1028            0            0        1        0            2
## 415       2097            0            1        2        1            3
## 416       1340            0            0        2        0            3
## 417       1400            0            0        1        1            3
## 418       2624            1            0        2        1            4
## 419       1134            1            0        1        1            3
## 420       1056            1            0        1        0            3
## 421       1344            2            0        2        0            2
## 422       1602            0            1        2        0            3
## 423        988            0            0        1        0            2
## 424       2630            1            0        2        1            4
## 425       1196            1            0        1        0            2
## 426       1389            0            0        1        1            3
## 427       1644            1            1        2        0            2
## 428        907            0            0        1        0            3
## 429       1208            1            0        2        0            2
## 430       1412            1            0        2        0            3
## 431        987            0            0        1        1            2
## 432       1198            0            0        1        0            4
## 433       1365            1            0        1        1            2
## 434       1604            0            0        2        1            3
## 435        630            1            0        1        0            1
## 436       1661            1            0        2        1            3
## 437       1118            0            0        1        0            2
## 438        904            0            0        1        0            2
## 439        694            0            0        1        0            2
## 440       1196            0            0        1        0            3
## 441       2402            1            0        2        0            2
## 442       1440            0            0        2        0            4
## 443       1573            0            0        2        0            3
## 444       1258            0            0        2        0            2
## 445       1908            1            0        2        1            4
## 446       1689            0            0        1        0            3
## 447       1888            0            0        2        1            2
## 448       1886            0            0        2        1            4
## 449       1376            0            0        2        0            3
## 450       1183            0            0        1        1            2
## 451        813            0            0        1        0            2
## 452       1533            1            0        2        0            2
## 453       1756            1            0        2        1            3
## 454       1590            0            0        2        1            3
## 455       1728            2            0        2        0            4
## 456       1242            0            0        1        1            3
## 457       1344            0            0        1        0            4
## 458       1663            1            0        1        0            2
## 459       1666            0            0        1        0            3
## 460       1203            1            0        1        0            3
## 461       1935            1            0        2        1            3
## 462       1135            1            0        1        0            3
## 463        864            0            0        1        0            3
## 464       1660            0            0        1        1            3
## 465       1040            0            0        2        0            3
## 466       1414            0            0        2        0            2
## 467       1277            1            0        1        0            2
## 468       1644            0            0        1        1            3
## 469       1634            0            0        2        0            3
## 470       1710            0            0        2        1            3
## 471       1502            1            0        1        1            1
## 472       1969            0            0        2        1            3
## 473       1072            1            0        1        0            2
## 474       1976            1            0        2        0            2
## 475       1652            1            0        2        0            2
## 476        970            1            0        1        0            2
## 477       1493            1            0        2        0            3
## 478       2643            0            0        2        1            3
## 479       1718            1            0        2        0            3
## 480       1131            0            0        1        0            2
## 481       1850            1            0        2        0            3
## 482       1792            1            0        2        0            2
## 483       1826            1            0        1        1            4
## 484       1216            1            0        2        0            2
## 485        999            1            0        1        0            3
## 486       1113            0            0        1        0            3
## 487       1073            1            0        1        1            3
## 488       1484            0            0        2        0            3
## 489       2414            0            0        2        0            3
## 490        630            1            0        1        0            1
## 491       1304            0            0        1        1            3
## 492       1578            1            0        1        0            3
## 493       1456            0            0        2        1            3
## 494       1269            0            0        1        1            3
## 495        886            0            0        1        0            2
## 496        720            0            0        1        0            2
## 497       3228            1            0        3        0            4
## 498       1820            1            0        2        0            4
## 499        899            0            0        1        0            3
## 500        912            0            1        1        0            2
## 501       1218            0            0        1        1            3
## 502       1768            0            0        2        1            3
## 503       1214            1            0        1        0            2
## 504       1801            1            0        2        0            1
## 505       1322            0            1        2        1            3
## 506       1960            0            0        2        0            4
## 507       1911            0            0        2        1            3
## 508       1218            0            0        2        0            2
## 509       1378            0            0        2        0            3
## 510       1041            1            0        1        0            3
## 511       1363            1            0        1        0            2
## 512       1368            0            0        2        0            2
## 513        864            1            0        1        0            3
## 514       1080            0            0        1        1            3
## 515        789            0            0        1        0            2
## 516       2020            1            0        2        1            3
## 517       2119            0            0        2        1            3
## 518       2344            0            0        2        1            3
## 519       1796            1            0        2        1            3
## 520       2080            0            0        1        1            3
## 521       1294            0            0        2        0            3
## 522       1244            0            0        1        1            3
## 523       1664            0            0        2        0            3
## 524       4676            1            0        3        1            3
## 525       2398            1            0        2        1            3
## 526       1266            0            0        2        0            3
## 527        928            0            0        1        0            2
## 528       2713            1            0        2        1            3
## 529        605            1            0        1        0            2
## 530       2515            1            0        3        0            4
## 531       1509            1            0        2        0            3
## 532       1362            0            0        2        0            3
## 533        827            0            0        1        0            2
## 534        334            0            0        1        0            1
## 535       1414            0            0        2        1            3
## 536       1347            1            0        1        0            3
## 537       1724            0            0        2        1            3
## 538        864            0            0        1        0            3
## 539       1159            0            0        1        1            3
## 540       1601            1            0        2        0            3
## 541       1838            1            0        2        0            2
## 542       2285            0            0        2        1            4
## 543       1680            1            0        2        0            3
## 544        767            1            0        1        0            1
## 545       1496            1            0        2        1            3
## 546       2183            0            0        2        1            4
## 547       1635            0            0        1        1            3
## 548        768            1            0        1        0            2
## 549        825            1            0        1        0            2
## 550       2094            0            0        2        1            4
## 551       1069            0            0        2        0            2
## 552        928            0            0        1        0            3
## 553       1717            0            0        2        0            3
## 554       1126            0            0        2        0            2
## 555       2046            1            0        2        1            3
## 556       1048            0            0        1        0            2
## 557       1092            1            0        1        0            2
## 558       1336            0            0        1        1            3
## 559       1446            0            1        2        1            3
## 560       1557            0            0        2        0            2
## 561       1392            1            0        1        1            3
## 562       1389            1            0        1        0            2
## 563        996            1            0        1        0            3
## 564       1674            0            0        2        0            4
## 565       2295            1            0        2        1            4
## 566       1647            1            0        1        1            4
## 567       2504            0            0        2        1            4
## 568       1535            0            0        2        0            3
## 569       2132            1            0        1        1            1
## 570        943            1            0        1        0            2
## 571       1728            0            0        2        0            6
## 572        864            1            0        1        0            2
## 573       1692            0            0        2        1            3
## 574       1430            0            0        2        1            3
## 575       1109            0            1        1        0            3
## 576       1216            0            0        1        0            2
## 577       1477            0            1        2        0            3
## 578       1320            1            0        1        0            3
## 579       1392            0            0        2        0            2
## 580       1795            0            0        2        0            4
## 581       1429            0            1        1        0            3
## 582       2042            0            0        2        1            3
## 583        816            1            0        1        0            3
## 584       2775            0            0        3        1            3
## 585       1573            0            0        1        0            3
## 586       2028            1            0        2        0            2
## 587        838            1            0        1        0            2
## 588        860            1            0        1        0            2
## 589       1473            2            0        1        0            1
## 590        935            0            0        1        0            2
## 591       1582            0            0        2        1            3
## 592       2296            1            0        2        1            3
## 593        816            1            0        1        0            2
## 594        848            1            0        1        0            1
## 595        924            0            0        1        0            3
## 596       1826            1            0        2        0            3
## 597       1368            0            0        1        0            3
## 598       1402            0            2        0        2            2
## 599       1647            1            0        2        0            3
## 600       1556            1            0        2        1            3
## 601       1904            1            0        2        1            3
## 602       1375            0            0        1        1            3
## 603       1915            1            0        2        1            3
## 604       1200            0            0        2        1            2
## 605       1494            1            0        2        0            3
## 606       1986            0            0        2        1            3
## 607       1040            1            0        1        0            3
## 608       2008            1            0        3        0            3
## 609       3194            0            0        2        1            4
## 610       1029            1            0        1        0            3
## 611       2153            1            0        2        1            3
## 612       1032            0            1        2        0            3
## 613       1872            1            0        2        1            3
## 614       1120            0            0        1        0            3
## 615        630            1            0        1        0            1
## 616       1054            1            0        1        0            3
## 617       1509            1            0        2        1            3
## 618        832            0            0        1        0            2
## 619       1828            0            0        2        0            3
## 620       2262            1            0        2        1            4
## 621        864            1            0        1        0            2
## 622       2614            0            0        2        1            4
## 623        980            0            0        1        0            3
## 624       1512            0            0        2        1            2
## 625       1790            1            0        1        2            4
## 626       1116            0            0        1        1            3
## 627       1422            0            0        1        0            3
## 628       1520            1            0        1        0            3
## 629       2080            0            1        1        2            5
## 630       1350            1            0        1        1            3
## 631       1750            0            0        1        0            3
## 632       1554            0            0        2        0            2
## 633       1411            0            0        2        0            3
## 634       1056            0            1        1        0            3
## 635       1056            2            0        0        0            0
## 636       3395            0            0        2        0            8
## 637        800            0            0        1        0            1
## 638       1387            0            0        2        0            3
## 639        796            0            0        1        0            2
## 640       1567            1            0        2        0            1
## 641       1518            0            0        1        1            1
## 642       1929            1            0        2        1            3
## 643       2704            1            0        2        1            4
## 644       1620            0            0        2        1            4
## 645       1766            1            0        2        1            2
## 646        981            1            0        1        1            3
## 647       1048            0            0        1        0            3
## 648       1094            0            0        1        0            3
## 649       1839            0            0        1        1            4
## 650        630            1            0        1        0            1
## 651       1665            0            0        2        1            3
## 652       1510            1            0        1        0            4
## 653       1716            0            0        2        1            2
## 654       1469            0            0        1        0            3
## 655       2113            1            0        2        1            2
## 656       1092            0            0        1        1            3
## 657       1053            1            0        1        1            3
## 658       1502            0            0        1        1            3
## 659       1458            0            1        1        0            3
## 660       1486            1            0        1        0            3
## 661       1935            0            0        2        1            3
## 662       2448            1            0        2        1            4
## 663       1392            1            0        1        0            2
## 664       1181            1            0        2        0            3
## 665       2097            1            0        1        1            1
## 666       1936            0            0        2        1            3
## 667       2380            0            0        2        1            3
## 668       1679            1            0        2        0            3
## 669       1437            1            0        1        1            3
## 670       1180            0            0        1        0            2
## 671       1476            1            0        2        1            3
## 672       1369            1            0        2        0            3
## 673       1208            1            0        1        1            3
## 674       1839            1            0        2        0            3
## 675       1136            1            0        1        0            3
## 676       1441            0            0        2        1            3
## 677       1774            1            0        2        0            4
## 678        792            0            0        1        0            2
## 679       2046            0            0        2        1            3
## 680        988            1            0        1        0            3
## 681        923            0            0        2        0            2
## 682       1520            0            0        1        0            3
## 683       1291            1            0        1        0            2
## 684       1668            1            0        2        0            3
## 685       1839            0            0        2        1            4
## 686       2090            1            0        2        0            3
## 687       1761            0            0        3        0            3
## 688       1102            0            0        2        1            2
## 689       1419            1            0        2        0            2
## 690       1362            0            0        2        0            2
## 691        848            1            0        1        0            1
## 692       4316            0            1        3        1            4
## 693       2519            1            0        2        1            4
## 694       1073            0            0        1        0            2
## 695       1539            0            0        1        1            3
## 696       1137            1            0        2        0            2
## 697        616            0            0        1        0            2
## 698       1148            0            1        1        0            2
## 699        894            1            0        1        0            3
## 700       1391            0            0        2        0            2
## 701       1800            1            0        2        0            3
## 702       1164            0            0        1        1            3
## 703       2576            0            0        2        1            4
## 704       1812            0            0        2        0            4
## 705       1484            1            0        2        0            3
## 706       1092            0            0        2        0            3
## 707       1824            1            0        2        0            2
## 708       1324            1            0        2        0            2
## 709       1456            0            0        2        1            3
## 710        904            0            0        1        0            3
## 711        729            0            0        1        0            2
## 712       1178            0            0        1        0            2
## 713       1228            1            0        2        0            2
## 714        960            1            0        1        0            3
## 715       1479            0            0        2        1            3
## 716       1350            0            0        2        0            3
## 717       2554            0            0        1        1            3
## 718       1178            0            1        1        1            3
## 719       2418            1            0        2        1            3
## 720        971            0            0        1        1            3
## 721       1742            1            0        2        0            2
## 722        848            1            0        1        0            1
## 723        864            0            0        1        0            3
## 724       1470            0            0        2        0            4
## 725       1698            1            0        2        0            3
## 726        864            0            0        1        0            3
## 727       1680            1            0        2        0            3
## 728       1232            1            0        2        0            2
## 729       1776            1            0        2        0            4
## 730       1208            0            0        1        0            2
## 731       1616            1            0        2        0            2
## 732       1146            1            0        2        0            3
## 733       2031            0            0        2        1            3
## 734       1144            1            0        1        0            3
## 735        948            0            0        1        0            3
## 736       1768            0            0        1        1            2
## 737       1040            0            0        2        0            2
## 738       1801            0            0        2        1            3
## 739       1200            3            0        3        0            3
## 740       1728            0            0        2        1            3
## 741       1432            0            0        2        0            2
## 742        912            1            1        1        0            3
## 743       1349            0            0        2        0            3
## 744       1464            0            1        2        0            3
## 745       1337            1            0        2        0            2
## 746       2715            0            1        3        1            4
## 747       2256            0            0        2        1            4
## 748       2640            0            0        1        1            4
## 749       1720            1            0        2        0            3
## 750       1529            0            0        2        0            4
## 751       1140            0            0        1        0            3
## 752       1320            0            0        2        1            3
## 753       1494            1            0        2        0            3
## 754       2098            0            0        2        1            3
## 755       1026            1            0        1        0            3
## 756       1471            0            0        2        1            3
## 757       1768            0            0        2        1            3
## 758       1386            0            0        2        1            3
## 759       1501            0            0        2        1            3
## 760       2531            0            0        2        1            4
## 761        864            0            0        1        0            2
## 762       1301            0            0        1        0            2
## 763       1547            0            0        2        1            3
## 764       2365            1            0        2        1            3
## 765       1494            1            0        1        1            2
## 766       1506            0            0        2        0            2
## 767       1714            0            0        2        1            3
## 768       1750            1            0        2        0            4
## 769       1836            0            0        2        0            3
## 770       3279            1            0        3        1            4
## 771        858            1            0        1        0            2
## 772       1220            0            0        1        0            2
## 773       1117            1            0        1        0            3
## 774        912            0            0        1        0            2
## 775       1973            0            0        2        0            3
## 776       1204            1            0        2        0            2
## 777       1614            0            0        2        0            3
## 778        894            1            0        1        0            3
## 779       2020            0            0        2        0            4
## 780       1004            1            0        1        0            2
## 781       1253            0            0        2        0            3
## 782       1603            0            0        2        1            3
## 783       1430            0            0        2        0            3
## 784       1110            1            0        1        0            1
## 785       1484            0            0        2        0            3
## 786       1342            0            0        2        0            3
## 787       1652            1            0        2        0            4
## 788       2084            1            0        2        1            4
## 789        901            0            0        1        0            2
## 790       2087            0            0        2        1            5
## 791       1145            0            0        2        0            2
## 792       1062            1            0        1        0            3
## 793       2013            1            0        2        1            3
## 794       1496            0            0        2        0            3
## 795       1895            0            0        2        1            3
## 796       1564            0            0        2        1            3
## 797       1285            0            0        1        1            3
## 798        773            0            0        1        0            2
## 799       3140            0            0        3        1            4
## 800       1768            1            0        1        1            3
## 801       1688            1            0        2        1            4
## 802       1196            1            0        1        0            2
## 803       1456            1            0        2        1            3
## 804       2822            0            0        3        1            4
## 805       1128            0            0        1        0            2
## 806       1428            0            0        2        0            3
## 807        980            0            0        2        0            3
## 808       1576            2            0        1        1            3
## 809       1086            1            0        1        0            3
## 810       2138            0            0        2        0            2
## 811       1309            1            0        1        1            3
## 812        848            1            0        1        0            1
## 813       1044            0            0        1        0            2
## 814       1442            0            0        1        1            4
## 815       1250            0            1        1        1            3
## 816       1661            0            0        2        0            3
## 817       1008            0            0        1        0            2
## 818       1689            1            0        2        0            3
## 819       1052            1            0        1        0            3
## 820       1358            1            0        2        0            2
## 821       1640            0            0        2        1            3
## 822        936            0            0        1        0            2
## 823       1733            0            0        2        1            3
## 824       1489            0            0        2        0            3
## 825       1489            0            0        2        0            3
## 826       2084            1            0        2        0            2
## 827        784            1            0        1        0            2
## 828       1434            0            0        2        0            3
## 829       2126            0            1        2        1            3
## 830       1223            0            0        2        1            2
## 831       1392            1            0        1        1            3
## 832       1200            0            0        2        1            2
## 833       1829            1            0        2        1            3
## 834       1516            0            0        1        1            3
## 835       1144            1            0        1        0            3
## 836       1067            0            0        2        0            2
## 837       1559            1            0        1        0            2
## 838        987            1            0        1        1            2
## 839       1099            0            0        1        1            3
## 840       1200            0            0        1        0            3
## 841       1482            0            0        2        0            4
## 842       1539            0            0        2        0            3
## 843       1165            1            0        1        1            3
## 844       1800            0            0        2        0            6
## 845       1416            0            0        1        1            4
## 846       1701            1            0        2        0            3
## 847       1775            1            0        2        1            3
## 848        864            1            0        1        0            3
## 849       2358            0            0        3        0            5
## 850       1855            0            0        2        1            3
## 851        848            1            0        1        0            1
## 852       1456            0            0        2        0            2
## 853       1646            0            0        2        0            4
## 854       1445            0            0        1        1            3
## 855       1779            1            0        1        1            3
## 856       1040            1            0        1        1            3
## 857       1026            1            0        1        0            3
## 858       1481            0            0        2        1            3
## 859       1370            0            0        2        0            3
## 860       2654            1            0        2        1            4
## 861       1426            0            0        1        1            3
## 862       1039            1            0        1        1            3
## 863       1097            0            0        2        0            3
## 864       1148            1            0        1        0            3
## 865       1372            0            0        2        0            3
## 866       1002            1            0        1        0            3
## 867       1646            0            0        2        0            3
## 868       1120            1            0        1        1            3
## 869       2320            0            0        2        0            2
## 870       1949            1            0        2        1            3
## 871        894            0            0        1        0            2
## 872       1682            0            0        2        1            3
## 873        910            0            0        1        0            3
## 874       1268            0            0        1        0            3
## 875       1131            0            0        1        1            3
## 876       2610            0            0        2        1            4
## 877       1040            1            0        1        0            3
## 878       2224            1            0        2        1            4
## 879       1155            1            0        1        0            3
## 880        864            1            0        1        0            3
## 881       1090            1            0        1        1            2
## 882       1717            0            0        2        1            3
## 883       1593            0            0        2        1            3
## 884       2230            1            0        1        0            5
## 885        892            0            0        1        0            3
## 886       1709            1            0        2        0            2
## 887       1712            0            0        2        0            4
## 888       1393            0            0        1        1            3
## 889       2217            1            0        2        0            4
## 890       1505            1            0        1        0            2
## 891        924            0            0        1        0            3
## 892       1683            0            0        2        1            3
## 893       1068            0            1        1        0            3
## 894       1383            1            0        1        0            3
## 895       1535            0            0        2        0            4
## 896       1796            1            0        1        1            4
## 897        951            0            0        1        0            2
## 898       2240            0            0        2        0            6
## 899       2364            1            0        2        1            2
## 900       1236            0            0        1        0            3
## 901        858            0            0        1        0            2
## 902       1306            1            0        1        0            2
## 903       1509            0            0        2        1            3
## 904       1670            0            0        2        0            3
## 905        902            0            0        1        0            3
## 906       1063            1            0        1        0            3
## 907       1636            1            0        2        0            3
## 908       2057            0            0        1        1            3
## 909        902            1            0        1        0            2
## 910       1484            0            0        2        1            3
## 911       2274            0            0        2        0            5
## 912       1268            0            0        1        1            3
## 913       1015            0            0        1        0            3
## 914       2002            0            0        2        0            4
## 915       1224            0            0        2        1            2
## 916       1092            0            0        1        1            3
## 917        480            1            0        0        0            1
## 918       1229            0            0        1        0            3
## 919       2127            1            0        2        1            4
## 920       1414            1            0        1        0            3
## 921       1721            0            1        2        1            3
## 922       2200            2            0        2        2            4
## 923       1316            0            0        2        0            3
## 924       1617            1            0        2        0            2
## 925       1686            1            0        2        0            3
## 926       1126            0            1        2        0            3
## 927       2374            0            0        2        1            4
## 928       1978            0            0        2        1            4
## 929       1788            0            0        2        0            3
## 930       2236            0            0        2        1            4
## 931       1466            0            0        2        0            3
## 932        925            0            1        1        0            2
## 933       1905            0            0        2        0            3
## 934       1500            0            0        2        0            3
## 935       2069            1            0        2        0            4
## 936        747            0            0        1        0            1
## 937       1200            1            0        2        0            2
## 938       1971            0            0        2        1            3
## 939       1962            0            0        2        1            3
## 940       2403            0            0        2        0            4
## 941       1728            0            0        2        0            4
## 942       2060            1            0        2        1            3
## 943       1440            2            0        2        0            4
## 944       1632            0            0        2        0            4
## 945       1344            0            1        1        0            3
## 946       1869            0            0        1        0            2
## 947       1144            1            0        1        0            3
## 948       1629            1            0        2        0            3
## 949       1776            0            0        2        1            3
## 950       1381            1            0        1        1            3
## 951        864            1            0        1        0            3
## 952        965            1            0        1        0            3
## 953        768            0            1        1        0            2
## 954       1968            0            1        2        1            4
## 955        980            0            2        2        0            4
## 956       1958            0            0        2        0            4
## 957       1229            0            0        1        1            2
## 958       1057            0            0        1        0            3
## 959       1337            1            0        2        0            3
## 960       1416            1            0        2        1            3
## 961        858            1            0        1        0            2
## 962       2872            1            0        2        1            4
## 963       1548            1            0        2        1            3
## 964       1800            0            0        2        0            2
## 965       1894            1            0        2        1            4
## 966       1484            0            0        2        1            3
## 967       1308            1            0        1        1            2
## 968       1098            1            0        1        0            3
## 969        968            0            0        1        0            2
## 970       1095            1            0        1        0            2
## 971       1192            0            0        1        1            4
## 972       1626            0            0        2        0            2
## 973        918            0            0        2        0            2
## 974       1428            0            0        2        0            3
## 975       2019            0            0        1        0            3
## 976       1382            1            0        2        1            3
## 977        869            0            0        1        0            2
## 978       1241            1            0        1        1            1
## 979        894            0            0        1        0            3
## 980       1121            1            0        1        0            3
## 981        999            1            0        1        0            3
## 982       2612            1            0        2        1            4
## 983       1266            0            0        2        0            2
## 984       2290            0            0        2        1            4
## 985       1734            0            0        2        0            4
## 986       1164            1            0        1        0            3
## 987       1635            0            0        1        0            2
## 988       1940            1            0        2        1            3
## 989       2030            0            0        2        1            4
## 990       1576            0            0        2        1            3
## 991       2392            1            0        2        1            3
## 992       1742            0            0        1        1            4
## 993       1851            0            0        2        1            3
## 994       1500            0            0        2        1            3
## 995       1718            1            0        2        0            3
## 996       1230            1            0        1        1            3
## 997       1050            1            0        1        0            3
## 998       1442            0            0        2        0            2
## 999       1077            0            0        1        0            3
## 1000      1208            1            0        2        0            2
## 1001       944            0            0        1        0            2
## 1002       691            0            0        1        0            2
## 1003      1574            0            0        2        0            3
## 1004      1680            0            0        2        0            4
## 1005      1504            0            0        2        0            1
## 1006       985            0            0        2        0            3
## 1007      1657            0            1        2        0            3
## 1008      1092            0            0        1        1            3
## 1009      1710            0            0        2        0            3
## 1010      1522            0            0        2        0            4
## 1011      1271            0            0        2        0            4
## 1012      1664            0            0        2        0            4
## 1013      1502            0            0        1        1            3
## 1014      1022            1            0        1        0            2
## 1015      1082            0            0        1        0            2
## 1016      1665            1            0        2        1            3
## 1017      1504            1            0        2        0            3
## 1018      1360            1            0        1        0            1
## 1019      1472            0            0        2        1            3
## 1020      1506            0            0        2        0            2
## 1021      1132            1            0        1        1            2
## 1022      1220            1            0        2        0            2
## 1023      1248            0            0        1        0            2
## 1024      1504            0            0        2        0            2
## 1025      2898            1            0        2        0            2
## 1026       882            1            0        1        0            3
## 1027      1264            1            0        1        0            3
## 1028      1646            1            0        2        0            3
## 1029      1376            1            0        1        0            3
## 1030      1218            0            1        1        1            3
## 1031      1928            0            0        2        0            5
## 1032      3082            1            0        2        1            5
## 1033      2520            1            0        2        1            5
## 1034      1654            1            0        2        0            3
## 1035       954            0            0        1        0            2
## 1036       845            0            0        1        0            3
## 1037      1620            1            0        2        0            2
## 1038      2263            0            0        2        1            3
## 1039      1344            0            0        1        1            3
## 1040       630            1            0        1        0            1
## 1041      1803            1            0        2        0            3
## 1042      1632            0            1        1        1            4
## 1043      1306            1            0        2        0            1
## 1044      2329            1            0        2        1            4
## 1045      2524            1            0        2        1            4
## 1046      1733            0            0        2        0            4
## 1047      2868            0            0        3        1            4
## 1048       990            0            1        1        0            3
## 1049      1771            0            0        1        0            3
## 1050       930            0            0        1        0            2
## 1051      1302            0            0        2        0            3
## 1052      1316            0            0        2        0            3
## 1053      1977            0            1        1        1            4
## 1054      1526            0            0        1        0            4
## 1055      1989            1            0        2        1            3
## 1056      1523            0            1        2        0            3
## 1057      1364            1            0        2        0            2
## 1058      1850            0            0        2        1            3
## 1059      2184            1            0        2        1            3
## 1060      1991            0            0        1        1            3
## 1061      1338            1            0        2        0            2
## 1062       894            0            0        1        0            2
## 1063      2337            0            0        2        0            5
## 1064      1103            0            0        1        0            2
## 1065      1154            0            0        1        1            3
## 1066      2260            1            0        2        1            3
## 1067      1571            0            0        2        1            3
## 1068      1611            1            0        1        1            4
## 1069      2521            1            0        2        1            5
## 1070       893            0            1        1        0            2
## 1071      1048            1            0        1        0            3
## 1072      1556            0            0        1        1            4
## 1073      1456            1            1        1        0            4
## 1074      1426            0            0        1        1            3
## 1075      1240            0            0        2        0            2
## 1076      1740            0            0        1        1            3
## 1077      1466            0            1        2        0            3
## 1078      1096            1            0        1        0            3
## 1079       848            1            0        1        0            1
## 1080       990            0            0        1        0            3
## 1081      1258            0            1        2        0            3
## 1082      1040            1            0        1        1            3
## 1083      1459            0            0        2        0            3
## 1084      1251            1            0        1        0            3
## 1085      1498            0            0        2        1            3
## 1086       996            1            0        1        0            2
## 1087      1092            0            0        1        1            3
## 1088      1953            0            0        2        1            3
## 1089      1709            0            0        2        0            3
## 1090      1247            1            0        1        1            1
## 1091      1040            0            0        2        0            2
## 1092      1252            1            0        2        1            2
## 1093      1694            0            0        2        0            4
## 1094      1200            1            0        1        1            1
## 1095       936            1            0        1        0            2
## 1096      1314            0            0        2        0            3
## 1097      1355            0            0        1        1            3
## 1098      1088            0            0        1        1            2
## 1099      1324            0            0        1        0            3
## 1100      1601            0            0        2        0            3
## 1101       438            0            0        1        0            1
## 1102       950            0            0        1        0            3
## 1103      1134            0            0        1        0            2
## 1104      1194            0            1        1        0            3
## 1105      1302            0            0        2        1            3
## 1106      2622            1            0        2        1            3
## 1107      1442            1            0        2        0            3
## 1108      2021            0            0        2        1            3
## 1109      1690            0            0        2        1            3
## 1110      1836            1            0        2        0            3
## 1111      1658            1            0        2        1            3
## 1112      1964            0            0        2        1            4
## 1113       816            1            0        1        0            2
## 1114      1008            1            0        1        0            2
## 1115       833            0            0        1        0            2
## 1116      1734            1            0        2        0            3
## 1117      1419            1            0        2        1            3
## 1118       894            1            0        1        0            3
## 1119      1601            0            1        1        0            3
## 1120      1040            0            0        1        0            3
## 1121      1012            0            0        1        0            2
## 1122      1552            0            0        2        0            3
## 1123       960            0            0        1        0            3
## 1124       698            0            1        1        0            2
## 1125      1482            0            0        2        1            3
## 1126      1005            0            0        1        0            2
## 1127      1555            0            0        2        0            2
## 1128      1530            1            0        2        0            3
## 1129      1959            0            0        2        1            4
## 1130       936            1            0        1        0            2
## 1131      1981            1            0        2        0            4
## 1132       974            0            0        1        0            3
## 1133      2210            0            0        2        0            5
## 1134      2020            0            0        2        1            3
## 1135      1600            0            0        2        1            3
## 1136       986            0            0        1        0            2
## 1137      1252            0            0        1        0            3
## 1138      1020            0            0        1        0            2
## 1139      1567            1            0        2        0            2
## 1140      1167            0            0        1        0            3
## 1141       952            1            0        1        0            2
## 1142      1868            1            0        2        1            4
## 1143      2828            1            0        3        0            4
## 1144      1006            0            0        1        0            3
## 1145       924            1            0        1        0            2
## 1146      1576            0            0        1        0            3
## 1147      1298            1            0        2        0            3
## 1148      1564            0            0        1        1            3
## 1149      1111            0            0        1        0            2
## 1150      1482            0            1        1        0            3
## 1151       932            0            0        1        0            2
## 1152      1466            0            0        1        1            3
## 1153      1811            0            0        1        0            2
## 1154       816            0            0        1        0            2
## 1155      1820            0            0        1        2            4
## 1156      1437            1            0        2        0            3
## 1157      1265            0            1        2        0            3
## 1158      1314            1            0        2        0            2
## 1159      1580            0            0        2        0            3
## 1160      1876            0            0        2        1            4
## 1161      1456            0            0        2        1            3
## 1162      1640            1            0        1        0            3
## 1163       894            0            0        1        0            3
## 1164      1258            2            0        0        2            0
## 1165      1432            1            0        1        1            2
## 1166      1502            0            0        2        0            3
## 1167      1694            0            0        2        0            3
## 1168      1671            1            0        2        1            3
## 1169      2108            0            0        2        0            4
## 1170      3627            1            0        3        1            4
## 1171      1118            1            0        1        0            3
## 1172      1261            1            0        1        0            3
## 1173      1250            0            0        2        1            2
## 1174      3086            0            0        3        0            3
## 1175      2345            0            0        2        1            4
## 1176      2872            0            0        2        1            4
## 1177       923            1            0        1        0            3
## 1178      1224            0            0        1        0            3
## 1179      1343            0            0        1        1            3
## 1180      1124            0            0        1        0            3
## 1181      2514            0            0        2        1            4
## 1182      1652            1            1        2        0            2
## 1183      4476            1            0        3        1            4
## 1184      1130            1            0        1        0            2
## 1185      1572            1            0        1        1            3
## 1186      1221            1            0        1        0            4
## 1187      1699            1            0        2        0            3
## 1188      1624            1            0        2        0            2
## 1189      1660            0            0        2        1            3
## 1190      1804            0            0        2        1            3
## 1191      1622            1            0        1        0            3
## 1192      1441            0            0        2        1            2
## 1193      1472            0            0        1        0            3
## 1194      1224            1            0        2        0            2
## 1195      1352            0            0        1        1            4
## 1196      1456            0            0        2        1            3
## 1197      1863            0            0        2        1            4
## 1198      1690            0            0        1        0            3
## 1199      1212            0            0        2        0            3
## 1200      1382            0            0        1        1            3
## 1201       864            0            0        1        0            3
## 1202      1779            0            0        2        1            3
## 1203      1348            1            0        1        0            3
## 1204      1630            0            0        2        0            3
##      KitchenAbvGr KitchenQual TotRmsAbvGrd Functional Fireplaces FireplaceQu
## 1               1          Gd            8        Typ          0        <NA>
## 2               1          TA            6        Typ          1          TA
## 3               1          Gd            6        Typ          1          TA
## 4               1          Gd            7        Typ          1          Gd
## 5               1          Gd            9        Typ          1          TA
## 6               1          TA            5        Typ          0        <NA>
## 7               1          Gd            7        Typ          1          Gd
## 8               1          TA            7        Typ          2          TA
## 9               2          TA            8       Min1          2          TA
## 10              2          TA            5        Typ          2          TA
## 11              1          TA            5        Typ          0        <NA>
## 12              1          Ex           11        Typ          2          Gd
## 13              1          TA            4        Typ          0        <NA>
## 14              1          Gd            7        Typ          1          Gd
## 15              1          TA            5        Typ          1          Fa
## 16              1          TA            5        Typ          0        <NA>
## 17              1          TA            5        Typ          1          TA
## 18              2          TA            6        Typ          0        <NA>
## 19              1          Gd            6        Typ          0        <NA>
## 20              1          TA            6       Min1          0        <NA>
## 21              1          Gd            9        Typ          1          Gd
## 22              1          Gd            6        Typ          1          Gd
## 23              1          Gd            7        Typ          1          Gd
## 24              1          TA            6        Typ          1          TA
## 25              1          Gd            6        Typ          1          TA
## 26              1          Gd            7        Typ          1          Gd
## 27              1          Gd            5        Typ          0        <NA>
## 28              1          Gd            7        Typ          1          Gd
## 29              1          TA            6        Typ          2          Gd
## 30              1          Fa            4        Typ          0        <NA>
## 31              1          TA            6        Typ          0        <NA>
## 32              1          Gd            6        Typ          0        <NA>
## 33              1          Gd            7        Typ          0        <NA>
## 34              1          Gd            6        Typ          1          Gd
## 35              1          Ex            6        Typ          1          Gd
## 36              1          Gd            9        Typ          1          Gd
## 37              1          TA            6        Typ          0        <NA>
## 38              1          TA            5        Typ          1          TA
## 39              1          Gd            5        Typ          0        <NA>
## 40              2          Fa            6        Typ          0        <NA>
## 41              1          TA            6        Typ          1          TA
## 42              1          TA            5        Typ          2          Gd
## 43              1          Gd            5        Typ          0        <NA>
## 44              1          TA            5        Typ          0        <NA>
## 45              1          TA            6        Typ          0        <NA>
## 46              1          Ex            6        Typ          1          Gd
## 47              1          Gd            6        Typ          1          Ex
## 48              1          Gd            7        Typ          0        <NA>
## 49              3          TA            8        Typ          0        <NA>
## 50              1          TA            6        Typ          0        <NA>
## 51              1          TA            6        Typ          0        <NA>
## 52              1          TA            6        Typ          1          Gd
## 53              1          TA            5        Typ          0        <NA>
## 54              1          Gd            5        Typ          1          Gd
## 55              1          TA            6       Min1          1          TA
## 56              1          TA            7        Typ          1          Gd
## 57              1          Gd            7        Typ          0        <NA>
## 58              1          Gd            7        Typ          0        <NA>
## 59              1          Gd           10        Typ          1          Gd
## 60              1          TA            4        Typ          0        <NA>
## 61              1          Gd            5        Typ          0        <NA>
## 62              1          Fa            6        Typ          0        <NA>
## 63              1          Gd            6        Typ          1          Gd
## 64              1          TA            9        Typ          0        <NA>
## 65              1          Gd            8        Typ          0        <NA>
## 66              1          Gd            9        Typ          1          Gd
## 67              1          TA            7       Min1          1          Gd
## 68              1          Gd            7        Typ          0        <NA>
## 69              1          TA            4        Typ          0        <NA>
## 70              1          TA            7        Typ          1          TA
## 71              1          TA            8        Typ          2          Gd
## 72              1          TA            4        Typ          0        <NA>
## 73              1          TA            7        Typ          1          TA
## 74              1          TA            6        Typ          0        <NA>
## 75              2          TA            8        Typ          0        <NA>
## 76              1          TA            5        Typ          0        <NA>
## 77              1          TA            4        Typ          0        <NA>
## 78              1          TA            6       Min1          0        <NA>
## 79              2          TA            8        Typ          0        <NA>
## 80              1          TA            5        Typ          0        <NA>
## 81              1          Gd            8        Typ          1          Gd
## 82              1          TA            5        Typ          0        <NA>
## 83              1          Gd            6        Typ          1          Gd
## 84              1          TA            6        Typ          0        <NA>
## 85              1          TA            7        Typ          1          TA
## 86              1          Gd            9        Typ          1          TA
## 87              1          Gd            6        Typ          1          Gd
## 88              1          Gd            4        Typ          0        <NA>
## 89              1          Fa            6        Typ          0        <NA>
## 90              1          TA            5        Typ          0        <NA>
## 91              1          TA            4        Typ          0        <NA>
## 92              1          TA            6        Typ          0        <NA>
## 93              1          TA            5        Typ          0        <NA>
## 94              2          TA            9        Typ          1          Gd
## 95              1          Gd            7        Typ          0        <NA>
## 96              1          TA            6        Typ          1          TA
## 97              1          Gd            6        Typ          0        <NA>
## 98              1          TA            6        Typ          0        <NA>
## 99              1          TA            5        Typ          0        <NA>
## 100             1          TA            6        Typ          0        <NA>
## 101             1          Gd            6        Typ          2          TA
## 102             1          Gd            7        Typ          1          TA
## 103             2          TA            8        Typ          0        <NA>
## 104             1          Gd            6        Typ          0        <NA>
## 105             1          TA            7        Typ          2          TA
## 106             1          Gd            9        Typ          1          Gd
## 107             1          TA            6        Typ          0        <NA>
## 108             1          TA            5        Typ          0        <NA>
## 109             1          Fa            7        Typ          0        <NA>
## 110             1          TA            7        Typ          1          TA
## 111             1          TA            7        Typ          0        <NA>
## 112             1          TA            7        Typ          1          TA
## 113             1          Ex           10        Typ          1          Gd
## 114             1          Gd            7        Typ          2          Gd
## 115             1          Gd            9        Typ          1          TA
## 116             1          TA            5        Typ          1          Fa
## 117             1          TA            6        Typ          1          Po
## 118             1          TA            5        Typ          0        <NA>
## 119             1          Gd           11        Typ          2          TA
## 120             1          Gd            8        Typ          1          Gd
## 121             1          TA            4        Typ          2          TA
## 122             1          TA            4        Typ          0        <NA>
## 123             1          TA            5        Typ          0        <NA>
## 124             1          Gd            5        Typ          0        <NA>
## 125             1          TA            7        Typ          1          TA
## 126             1          TA            5        Typ          0        <NA>
## 127             1          TA            5        Typ          1          TA
## 128             1          TA            5        Typ          1          TA
## 129             1          TA            6        Typ          1          Fa
## 130             1          Ex            6        Typ          0        <NA>
## 131             1          Gd            8        Typ          2          Gd
## 132             1          Gd            7        Typ          1          TA
## 133             1          Gd            7        Typ          0        <NA>
## 134             1          Gd            6        Typ          0        <NA>
## 135             1          TA            7       Min1          1          TA
## 136             1          TA            7        Typ          1          Gd
## 137             1          TA            5        Typ          1          Fa
## 138             2          TA            9        Typ          0        <NA>
## 139             1          Gd            7        Typ          2          TA
## 140             1          Gd            7        Typ          0        <NA>
## 141             1          TA            5        Typ          1          Po
## 142             1          Gd            7        Typ          0        <NA>
## 143             1          TA            6        Typ          0        <NA>
## 144             1          Gd            6        Typ          0        <NA>
## 145             2          TA           10        Typ          0        <NA>
## 146             1          Gd            7       Maj1          0        <NA>
## 147             1          TA            5        Typ          0        <NA>
## 148             1          Gd            8        Typ          1          Gd
## 149             1          Gd            6        Typ          0        <NA>
## 150             1          TA            7        Typ          0        <NA>
## 151             1          TA            5        Typ          0        <NA>
## 152             1          Gd            6        Typ          1          Gd
## 153             1          TA            8        Typ          1          Gd
## 154             1          TA            4        Typ          1          Gd
## 155             1          TA            7        Typ          0        <NA>
## 156             1          TA            5        Typ          0        <NA>
## 157             1          TA            5        Typ          0        <NA>
## 158             1          Ex            8        Typ          1          Gd
## 159             1          Gd            8        Typ          1          Gd
## 160             1          Gd            9        Typ          1          Gd
## 161             1          TA            6        Typ          0        <NA>
## 162             1          Ex           10        Typ          2          Gd
## 163             1          Gd            7        Typ          1          Gd
## 164             1          TA            4        Typ          0        <NA>
## 165             1          Gd            5        Typ          0        <NA>
## 166             2          TA            6        Typ          0        <NA>
## 167             1          TA            7        Typ          3          Gd
## 168             1          Ex            8        Typ          1          Gd
## 169             1          Gd            7        Typ          1          Gd
## 170             1          TA            6        Typ          1          TA
## 171             1          TA            7        Typ          0        <NA>
## 172             1          TA            7        Typ          2          Gd
## 173             1          Gd            5        Typ          1          TA
## 174             1          TA            6        Typ          1          TA
## 175             1          TA            7       Min2          1          TA
## 176             1          Gd            7        Typ          1          Gd
## 177             1          TA            8        Typ          1          TA
## 178             1          Gd            8        Typ          1          Gd
## 179             1          Ex            9        Typ          1          Gd
## 180             1          TA            5        Typ          0        <NA>
## 181             1          Gd            5        Typ          1          TA
## 182             1          TA            9        Typ          1          Gd
## 183             1          TA            7        Typ          1          Gd
## 184             1          Gd            6        Mod          0        <NA>
## 185             1          TA            5        Typ          0        <NA>
## 186             1          Ex           12        Typ          2          TA
## 187             1          Gd            6        Typ          0        <NA>
## 188             1          TA            8       Min2          0        <NA>
## 189             2          TA            6        Typ          2          TA
## 190             1          Ex            5        Typ          1          Gd
## 191             1          Gd           10       Maj1          2          TA
## 192             1          Gd            7        Typ          0        <NA>
## 193             1          Gd            6        Typ          0        <NA>
## 194             1          Gd            7       Maj1          0        <NA>
## 195             1          TA            5        Typ          0        <NA>
## 196             1          TA            7        Typ          1          TA
## 197             1          Ex            8        Typ          1          Gd
## 198             1          Gd            8        Typ          1          Ex
## 199             1          TA            8        Typ          0        <NA>
## 200             1          Ex            7        Typ          1          Gd
## 201             1          TA            5        Typ          0        <NA>
## 202             1          TA            6        Typ          2          Fa
## 203             1          TA            6       Min1          0        <NA>
## 204             1          Gd            3        Typ          1          Gd
## 205             1          TA            5        Typ          0        <NA>
## 206             1          TA            5        Typ          0        <NA>
## 207             1          TA            8       Min2          1          TA
## 208             1          TA            6        Typ          1          Po
## 209             1          TA            7        Typ          1          Gd
## 210             1          TA            6        Typ          0        <NA>
## 211             1          TA            5        Typ          0        <NA>
## 212             1          Gd            6        Typ          0        <NA>
## 213             1          Gd            7        Typ          1          TA
## 214             1          TA            5        Typ          0        <NA>
## 215             1          TA            6        Typ          0        <NA>
## 216             1          Gd            6       Min1          1          Fa
## 217             1          Gd            8        Typ          0        <NA>
## 218             1          TA            8        Typ          0        <NA>
## 219             1          Gd            8        Typ          2          TA
## 220             1          Gd            5        Typ          0        <NA>
## 221             1          Gd            5        Typ          0        <NA>
## 222             1          Gd            8        Typ          1          TA
## 223             1          TA            6        Typ          1          TA
## 224             1          TA            4        Typ          0        <NA>
## 225             1          Ex            8        Typ          1          Ex
## 226             1          TA            6        Typ          0        <NA>
## 227             1          Gd            9        Typ          1          TA
## 228             1          TA            5        Typ          0        <NA>
## 229             1          TA            5        Typ          1          Fa
## 230             1          Gd            7        Typ          1          TA
## 231             1          TA            6        Typ          0        <NA>
## 232             1          Ex            9        Typ          1          TA
## 233             1          TA            5        Typ          1          Po
## 234             1          TA            5        Typ          0        <NA>
## 235             1          Gd            8        Typ          2          TA
## 236             1          TA            5        Typ          0        <NA>
## 237             1          Gd            6        Typ          0        <NA>
## 238             1          Gd            7        Typ          0        <NA>
## 239             1          Gd            7        Typ          0        <NA>
## 240             1          TA            7        Typ          1          Gd
## 241             1          Gd            7        Typ          0        <NA>
## 242             1          Gd            4        Typ          0        <NA>
## 243             1          TA            6        Typ          0        <NA>
## 244             1          TA            6        Typ          1          TA
## 245             1          Gd            8        Typ          2          Fa
## 246             1          TA            6        Typ          1          TA
## 247             2          Fa            9        Typ          0        <NA>
## 248             1          TA            5        Typ          1          TA
## 249             1          Gd            8        Typ          0        <NA>
## 250             1          Gd            7        Typ          2          TA
## 251             1          Fa            6        Mod          0        <NA>
## 252             1          Gd            5        Typ          1          Gd
## 253             1          Gd            6        Typ          0        <NA>
## 254             1          Gd            7       Min1          0        <NA>
## 255             1          TA            5        Typ          0        <NA>
## 256             1          Gd            8        Typ          1          TA
## 257             1          Gd            7        Typ          0        <NA>
## 258             1          Gd            8        Typ          1          Gd
## 259             1          Gd            7        Typ          1          TA
## 260             1          TA            4        Typ          0        <NA>
## 261             1          TA            6        Typ          1          TA
## 262             1          Ex           10        Typ          1          Gd
## 263             1          TA            6        Typ          1          TA
## 264             1          TA            6        Typ          0        <NA>
## 265             1          TA            4        Typ          0        <NA>
## 266             1          Gd            7        Typ          1          TA
## 267             1          TA            8        Typ          1          TA
## 268             1          Gd            8        Typ          1          Gd
## 269             1          TA            4        Typ          1          Gd
## 270             1          TA            6        Typ          1          Fa
## 271             1          Gd            8        Typ          1          Gd
## 272             1          TA            5        Mod          2          TA
## 273             1          Gd            9        Typ          1          Gd
## 274             1          TA            6       Min1          1          Gd
## 275             1          TA            5        Typ          0        <NA>
## 276             1          Ex            5        Typ          0        <NA>
## 277             1          Gd            7        Typ          0        <NA>
## 278             1          TA            4        Typ          0        <NA>
## 279             1          Ex            8        Typ          1          Ex
## 280             1          TA            8        Typ          1          TA
## 281             1          Gd            7        Typ          1          TA
## 282             1          Gd            5        Typ          0        <NA>
## 283             1          Gd            6        Typ          1          Gd
## 284             1          Gd            6        Typ          1          Gd
## 285             1          Gd            5        Typ          0        <NA>
## 286             1          Gd            5        Typ          0        <NA>
## 287             1          Gd            7        Typ          1          Gd
## 288             1          TA            5        Typ          0        <NA>
## 289             1          TA            5        Typ          0        <NA>
## 290             1          TA            7        Typ          0        <NA>
## 291             1          Gd            8        Typ          1          Gd
## 292             1          Fa            9        Typ          0        <NA>
## 293             1          TA            8       Min2          1          Gd
## 294             1          Gd            9        Typ          1          TA
## 295             1          TA            7        Typ          2          Gd
## 296             1          TA            6        Typ          0        <NA>
## 297             1          TA            6        Typ          0        <NA>
## 298             1          Gd            7        Typ          1          TA
## 299             1          TA            7        Typ          1          Gd
## 300             1          Gd            6        Typ          1          Gd
## 301             1          TA            5        Typ          2          Gd
## 302             1          Gd            9        Typ          1          TA
## 303             1          Gd            6        Typ          1          TA
## 304             1          TA            5        Typ          0        <NA>
## 305             1          Gd           10        Typ          1          Ex
## 306             1          Gd            8        Typ          0        <NA>
## 307             1          Gd            8        Typ          1          TA
## 308             1          Fa            6        Typ          0        <NA>
## 309             1          TA            4        Typ          0        <NA>
## 310             1          Ex            8        Typ          3          Ex
## 311             1          Gd            6        Typ          1          TA
## 312             1          TA            5        Typ          1          Gd
## 313             1          TA            5        Typ          1          Gd
## 314             1          TA            8        Typ          2          Gd
## 315             1          Ex            6        Typ          1          Gd
## 316             1          Gd            6        Typ          1          Gd
## 317             1          Ex           10        Typ          1          TA
## 318             1          Gd            8        Typ          1          Gd
## 319             1          Gd            9        Typ          1          TA
## 320             1          TA            6        Typ          2          TA
## 321             1          Gd            9        Typ          0        <NA>
## 322             1          Gd           10        Typ          1          Gd
## 323             1          Gd            8        Typ          1          TA
## 324             1          TA            6        Typ          0        <NA>
## 325             1          Gd           11        Typ          1          Gd
## 326             1          TA            5        Typ          0        <NA>
## 327             1          Gd            6        Typ          2          Gd
## 328             1          TA            7        Typ          0        <NA>
## 329             1          Gd           10        Typ          0        <NA>
## 330             1          TA            6        Typ          0        <NA>
## 331             2          TA           10        Typ          0        <NA>
## 332             1          TA            6        Typ          0        <NA>
## 333             1          Gd            7        Typ          1          Gd
## 334             1          Gd            6        Typ          1          Gd
## 335             1          TA            7        Typ          2          TA
## 336             1          TA            7        Typ          2          Gd
## 337             1          Gd            8        Typ          1          Gd
## 338             1          Gd            7        Typ          0        <NA>
## 339             1          Gd            8        Typ          0        <NA>
## 340             1          TA            6        Typ          0        <NA>
## 341             1          Gd            9        Typ          0        <NA>
## 342             1          TA            4        Typ          0        <NA>
## 343             2          TA            6        Typ          0        <NA>
## 344             1          Ex            6        Typ          1          Ex
## 345             1          TA            4        Typ          0        <NA>
## 346             1          Fa            6        Typ          1          Gd
## 347             1          TA            5        Typ          0        <NA>
## 348             1          TA            6        Typ          2          Gd
## 349             1          Gd            6        Typ          0        <NA>
## 350             1          Ex           10        Typ          2          Ex
## 351             1          Ex            6        Typ          1          Gd
## 352             1          Gd            6        Typ          1          TA
## 353             1          TA            5        Typ          0        <NA>
## 354             1          TA            5        Typ          0        <NA>
## 355             1          TA            6        Typ          2          Gd
## 356             1          Gd            6        Typ          0        <NA>
## 357             1          Gd            6        Typ          0        <NA>
## 358             1          TA            6        Typ          1          Po
## 359             1          Gd            6       Min2          0        <NA>
## 360             1          Gd            7        Typ          1          TA
## 361             1          TA            5        Typ          1          TA
## 362             1          TA            8        Typ          0        <NA>
## 363             1          Gd            7        Typ          1          Ex
## 364             1          Gd            5        Typ          0        <NA>
## 365             1          TA            6        Typ          1          TA
## 366             1          TA            6        Typ          0        <NA>
## 367             1          TA            6        Typ          2          Gd
## 368             1          TA            6        Typ          1          Gd
## 369             1          TA            7        Typ          1          Gd
## 370             1          Gd            7        Typ          1          Gd
## 371             1          TA            7        Typ          1          TA
## 372             1          TA            7       Min2          1          Gd
## 373             1          TA            4        Typ          0        <NA>
## 374             1          TA            5       Min2          0        <NA>
## 375             1          Gd            8        Typ          1          Gd
## 376             1          Fa            4       Maj1          0        <NA>
## 377             1          TA            5        Typ          0        <NA>
## 378             1          Gd            8        Typ          1          Gd
## 379             1          Ex            8        Typ          1          Ex
## 380             1          TA            7        Typ          1          TA
## 381             1          Gd            6        Typ          1          Gd
## 382             1          Gd            5        Typ          1          Gd
## 383             1          Gd            8        Typ          0        <NA>
## 384             1          TA            5        Typ          0        <NA>
## 385             1          Gd            9        Typ          2          Fa
## 386             1          Gd            6        Typ          1          TA
## 387             1          TA            8        Typ          0        <NA>
## 388             1          TA            6        Typ          1          Fa
## 389             1          Gd            6        Typ          0        <NA>
## 390             1          Ex            9        Typ          1          Ex
## 391             1          TA            7        Typ          0        <NA>
## 392             1          Gd            7        Typ          1          TA
## 393             1          TA            5        Typ          0        <NA>
## 394             1          TA            4        Typ          2          TA
## 395             1          TA            5        Typ          0        <NA>
## 396             1          TA            6        Typ          0        <NA>
## 397             1          TA            6        Typ          0        <NA>
## 398             1          TA            8        Typ          1          TA
## 399             1          TA            6       Maj2          0        <NA>
## 400             1          Gd            7        Typ          0        <NA>
## 401             1          Ex            4        Typ          2          Gd
## 402             1          Gd            6        Typ          1          Gd
## 403             1          TA            4        Typ          0        <NA>
## 404             1          Gd           10        Typ          1          TA
## 405             1          TA            7        Typ          1          TA
## 406             1          TA            8       Min1          1          TA
## 407             1          TA            6       Maj2          0        <NA>
## 408             1          TA            8        Typ          0        <NA>
## 409             1          Gd            9        Typ          1          Gd
## 410             1          Ex            8        Typ          1          Gd
## 411             1          TA            5        Mod          0        <NA>
## 412             1          TA            5        Typ          0        <NA>
## 413             1          Gd            7        Typ          1          Gd
## 414             1          TA            5        Typ          1          Gd
## 415             1          Gd            9        Typ          1          TA
## 416             1          Gd            6        Typ          0        <NA>
## 417             1          TA            6        Typ          1          TA
## 418             1          TA           10        Typ          1          Gd
## 419             1          TA            7        Typ          0        <NA>
## 420             1          TA            6        Typ          1          Fa
## 421             2          TA            8        Typ          0        <NA>
## 422             1          Gd            8        Typ          1          TA
## 423             1          TA            4        Typ          0        <NA>
## 424             1          Gd            8        Typ          1          TA
## 425             1          TA            6        Typ          1          Gd
## 426             1          TA            6        Typ          2          Gd
## 427             1          Gd            5        Typ          1          TA
## 428             1          TA            5        Typ          0        <NA>
## 429             1          Gd            6        Typ          0        <NA>
## 430             1          Gd            6        Typ          1          TA
## 431             1          TA            4        Typ          0        <NA>
## 432             1          TA            7        Typ          0        <NA>
## 433             1          TA            6       Min1          0        <NA>
## 434             1          TA            7        Typ          1          TA
## 435             1          TA            3        Typ          0        <NA>
## 436             1          Gd            6        Typ          1          TA
## 437             1          TA            6        Typ          0        <NA>
## 438             1          TA            4        Typ          0        <NA>
## 439             1          Gd            4        Typ          1          Gd
## 440             1          Gd            7        Typ          0        <NA>
## 441             1          Ex           10        Typ          2          Gd
## 442             2          Fa            8        Typ          0        <NA>
## 443             1          TA            8        Typ          1          Gd
## 444             1          Gd            6        Typ          1          Gd
## 445             1          Gd            8        Typ          1          TA
## 446             1          TA            7        Typ          1          Gd
## 447             1          Gd            6        Mod          1          Gd
## 448             1          Gd           10        Typ          1          TA
## 449             1          TA            7        Typ          1          Gd
## 450             1          TA            6        Typ          0        <NA>
## 451             1          Gd            5        Typ          0        <NA>
## 452             1          Gd            5        Typ          2          TA
## 453             1          TA            7        Typ          0        <NA>
## 454             1          Gd            6        Typ          0        <NA>
## 455             2          TA            8        Typ          0        <NA>
## 456             1          TA            6        Typ          1          TA
## 457             1          TA            7        Typ          0        <NA>
## 458             1          Gd            6       Min1          2          Gd
## 459             1          Gd            7        Typ          1          Gd
## 460             1          Gd            5        Typ          1          TA
## 461             1          TA            8        Typ          0        <NA>
## 462             1          Gd            6        Typ          0        <NA>
## 463             1          TA            5        Typ          1          Po
## 464             1          TA            6        Typ          1          Gd
## 465             1          TA            5        Typ          0        <NA>
## 466             1          Gd            6        Typ          1          TA
## 467             1          TA            5        Typ          1          Po
## 468             1          Gd            7        Typ          2          Gd
## 469             1          Gd            7        Typ          1          Gd
## 470             1          Gd            7        Typ          0        <NA>
## 471             1          Gd            4        Typ          0        <NA>
## 472             1          TA            8        Typ          1          Gd
## 473             1          TA            5        Typ          0        <NA>
## 474             1          Gd            7        Typ          1          Ex
## 475             1          Ex            6        Typ          0        <NA>
## 476             1          TA            5        Typ          0        <NA>
## 477             1          Gd            7        Typ          1          TA
## 478             1          Ex            9        Typ          1          Gd
## 479             1          Gd            7        Typ          1          Gd
## 480             1          TA            7        Typ          0        <NA>
## 481             1          Gd            8        Typ          1          Gd
## 482             1          Ex            6        Typ          1          Gd
## 483             1          Ex            7       Min2          1          Gd
## 484             1          TA            5        Typ          0        <NA>
## 485             1          Gd            6        Typ          0        <NA>
## 486             1          Gd            5        Typ          1          Gd
## 487             1          TA            6        Typ          0        <NA>
## 488             1          TA            7        Typ          1          TA
## 489             2          TA           10        Mod          1          Gd
## 490             1          Gd            3        Typ          0        <NA>
## 491             1          TA            4        Typ          1          Gd
## 492             1          Fa            5        Typ          2          TA
## 493             1          TA            8        Typ          0        <NA>
## 494             1          TA            6        Typ          1          Fa
## 495             1          TA            4        Typ          0        <NA>
## 496             1          TA            4        Typ          0        <NA>
## 497             1          Gd           10        Typ          1          Gd
## 498             1          TA            8        Typ          0        <NA>
## 499             1          Gd            5        Typ          0        <NA>
## 500             1          TA            5        Typ          0        <NA>
## 501             1          TA            7        Typ          0        <NA>
## 502             1          Gd            7        Typ          0        <NA>
## 503             1          TA            6        Typ          0        <NA>
## 504             1          TA            6        Typ          2          TA
## 505             1          TA            6        Typ          1          Fa
## 506             2          TA           10        Typ          0        <NA>
## 507             1          Gd            8        Typ          1          TA
## 508             1          Gd            4        Typ          0        <NA>
## 509             1          Gd            7        Typ          1          Gd
## 510             1          TA            6        Typ          0        <NA>
## 511             1          TA            6       Min1          2          TA
## 512             1          Gd            6        Typ          1          Gd
## 513             1          TA            5        Typ          0        <NA>
## 514             1          TA            5        Typ          0        <NA>
## 515             1          TA            5        Typ          0        <NA>
## 516             1          Ex            9        Typ          1          Gd
## 517             1          TA            7        Typ          1          TA
## 518             1          Gd            7        Typ          1          TA
## 519             1          TA            7        Typ          0        <NA>
## 520             1          Gd            9        Typ          2          Gd
## 521             2          TA            7        Typ          0        <NA>
## 522             1          TA            6        Typ          2          Gd
## 523             1          TA            7        Typ          2          Gd
## 524             1          Ex           11        Typ          1          Gd
## 525             1          Gd            8        Typ          1          TA
## 526             1          Gd            6        Typ          1          TA
## 527             1          TA            4        Typ          0        <NA>
## 528             1          Ex           11        Typ          1          Gd
## 529             1          TA            5        Typ          0        <NA>
## 530             2          TA            9       Maj1          2          TA
## 531             1          Gd            5        Typ          1          Fa
## 532             1          TA            6        Typ          0        <NA>
## 533             1          TA            5        Mod          1          Po
## 534             1          Fa            2        Typ          0        <NA>
## 535             1          Gd            6        Typ          1          Gd
## 536             1          TA            5        Typ          0        <NA>
## 537             1          Gd            8        Typ          0        <NA>
## 538             1          TA            5        Typ          0        <NA>
## 539             1          TA            7        Typ          1          Fa
## 540             1          Gd            6        Typ          1          TA
## 541             1          Ex            8        Typ          1          Gd
## 542             1          Gd            8        Typ          1          TA
## 543             1          Gd            7       Maj1          1          TA
## 544             1          TA            4        Typ          0        <NA>
## 545             1          Gd            7        Typ          1          Gd
## 546             1          Gd            9        Typ          0        <NA>
## 547             1          TA            6        Typ          1          Gd
## 548             1          TA            5        Typ          0        <NA>
## 549             1          TA            4        Typ          0        <NA>
## 550             1          Gd            8        Typ          1          Gd
## 551             1          TA            4        Typ          0        <NA>
## 552             1          TA            5        Typ          0        <NA>
## 553             1          Gd            7        Typ          1          Gd
## 554             1          Gd            5        Typ          0        <NA>
## 555             1          Gd            8        Typ          1          Gd
## 556             1          TA            5        Typ          1          Gd
## 557             1          TA            6        Typ          1          TA
## 558             1          TA            7        Typ          0        <NA>
## 559             1          TA            6        Typ          1          TA
## 560             1          Gd            7        Typ          1          TA
## 561             1          TA            5        Mod          1          Gd
## 562             1          TA            6        Typ          1          TA
## 563             1          TA            6        Typ          1          Gd
## 564             1          TA            8        Typ          1          Gd
## 565             1          Gd            9        Typ          1          TA
## 566             1          Fa            6        Typ          0        <NA>
## 567             1          Ex           11        Typ          1          Gd
## 568             1          Gd            7        Typ          0        <NA>
## 569             1          Gd            5       Min2          1          Gd
## 570             1          TA            4        Typ          2          TA
## 571             2          TA           10        Typ          0        <NA>
## 572             1          Gd            4        Typ          0        <NA>
## 573             1          Gd            6        Typ          0        <NA>
## 574             1          TA            8        Typ          1          TA
## 575             1          TA            5        Typ          0        <NA>
## 576             1          TA            6        Typ          0        <NA>
## 577             1          TA            6        Typ          1          Gd
## 578             1          TA            6        Typ          2          Fa
## 579             1          Gd            5        Typ          0        <NA>
## 580             1          TA            7        Typ          0        <NA>
## 581             1          Gd            7        Typ          2          Gd
## 582             1          Ex            8        Typ          1          Gd
## 583             1          TA            5        Typ          0        <NA>
## 584             1          Gd            9        Typ          1          Gd
## 585             1          Gd            6        Typ          0        <NA>
## 586             1          Gd            7        Typ          2          Gd
## 587             1          Fa            5        Typ          0        <NA>
## 588             1          TA            4        Typ          0        <NA>
## 589             1          Ex            5        Typ          2          Gd
## 590             1          TA            4        Typ          0        <NA>
## 591             1          Gd            6        Typ          0        <NA>
## 592             1          Ex           10        Typ          1          Gd
## 593             1          TA            4        Typ          0        <NA>
## 594             1          Gd            4        Typ          0        <NA>
## 595             1          TA            5        Typ          0        <NA>
## 596             1          Gd            7        Typ          1          TA
## 597             1          TA            7        Typ          0        <NA>
## 598             1          Gd            7        Typ          1          Gd
## 599             1          Gd            7        Typ          1          TA
## 600             1          TA            6        Typ          1          TA
## 601             1          Ex            8        Typ          1          Gd
## 602             1          Gd            6        Typ          1          Gd
## 603             1          Gd            8        Typ          1          TA
## 604             1          Gd            4        Typ          0        <NA>
## 605             1          Gd            6        Typ          1          TA
## 606             1          TA            7        Typ          3          Fa
## 607             1          Gd            6        Typ          0        <NA>
## 608             1          Ex            8        Typ          0        <NA>
## 609             1          TA           10        Typ          2          Gd
## 610             1          TA            5        Typ          0        <NA>
## 611             1          Ex            8        Typ          2          Ex
## 612             1          TA            6        Typ          1          TA
## 613             1          Ex            7        Typ          1          TA
## 614             1          TA            6        Typ          0        <NA>
## 615             1          TA            3        Typ          0        <NA>
## 616             1          Gd            6        Typ          0        <NA>
## 617             1          Gd            7        Typ          1          Gd
## 618             1          Gd            4        Typ          0        <NA>
## 619             1          Gd            9        Typ          1          Gd
## 620             1          Gd           10        Typ          2          Gd
## 621             1          TA            5        Typ          0        <NA>
## 622             1          TA            9        Typ          1          TA
## 623             1          TA            6        Typ          0        <NA>
## 624             1          Gd            4        Typ          1          TA
## 625             1          TA            8       Min2          1          TA
## 626             1          TA            5        Typ          0        <NA>
## 627             1          TA            6       Min1          1          TA
## 628             1          TA            7        Typ          2          Gd
## 629             1          Fa            9        Typ          2          TA
## 630             1          TA            6        Typ          0        <NA>
## 631             1          Ex            8        Typ          0        <NA>
## 632             1          Gd            6        Typ          1          Gd
## 633             1          TA            6        Typ          1          TA
## 634             1          TA            6        Typ          0        <NA>
## 635             2          TA            4        Typ          0        <NA>
## 636             2          Fa           14        Typ          0        <NA>
## 637             1          Fa            4       Maj1          1          Po
## 638             2          Gd            7        Typ          0        <NA>
## 639             1          TA            4        Typ          0        <NA>
## 640             1          Ex            7        Typ          1          Gd
## 641             1          Ex            6        Typ          1          Gd
## 642             1          Gd            7        Typ          1          TA
## 643             1          Ex            9        Typ          3          TA
## 644             1          TA            7       Min1          0        <NA>
## 645             1          Ex            7        Typ          1          Gd
## 646             1          TA            5        Typ          0        <NA>
## 647             1          TA            7       Min1          0        <NA>
## 648             1          TA            5        Typ          2          Gd
## 649             1          TA            7        Typ          1          TA
## 650             1          TA            3        Typ          0        <NA>
## 651             1          Gd            7        Typ          0        <NA>
## 652             1          TA            7        Typ          1          Gd
## 653             1          Gd            7        Typ          1          TA
## 654             1          TA            7        Typ          0        <NA>
## 655             1          Gd            7        Typ          1          TA
## 656             1          TA            6        Typ          0        <NA>
## 657             1          Gd            5        Typ          0        <NA>
## 658             1          TA            6        Typ          1          Gd
## 659             1          TA            6        Typ          1          Gd
## 660             1          TA            7        Typ          0        <NA>
## 661             1          TA            7        Typ          1          TA
## 662             1          Gd            8        Typ          1          TA
## 663             1          TA            5       Maj2          2          TA
## 664             1          TA            6        Typ          0        <NA>
## 665             1          Ex            8        Typ          1          Ex
## 666             1          Gd            7        Typ          1          TA
## 667             1          TA            7        Sev          1          Po
## 668             1          Gd            7        Typ          1          Fa
## 669             1          TA            6       Min2          1          TA
## 670             1          Fa            5        Typ          1          Gd
## 671             1          Gd            7        Typ          0        <NA>
## 672             1          TA            6        Typ          0        <NA>
## 673             1          TA            6        Typ          1          TA
## 674             1          Gd            7        Typ          2          TA
## 675             1          TA            5        Typ          1          Gd
## 676             1          TA            7        Typ          1          TA
## 677             2          TA            8       Min2          0        <NA>
## 678             1          Gd            5        Typ          0        <NA>
## 679             1          Gd            7        Typ          1          Gd
## 680             1          TA            5        Typ          0        <NA>
## 681             1          TA            5        Typ          1          TA
## 682             1          TA            6        Typ          0        <NA>
## 683             1          Gd            6        Typ          1          Gd
## 684             1          Gd            7        Typ          1          TA
## 685             1          TA            7        Typ          0        <NA>
## 686             1          Gd            6       Min1          1          TA
## 687             1          Gd            7        Typ          0        <NA>
## 688             1          Gd            4        Typ          0        <NA>
## 689             1          Gd            7        Typ          1          Gd
## 690             1          Gd            6        Typ          1          Gd
## 691             1          Gd            3        Typ          1          TA
## 692             1          Ex           10        Typ          2          Ex
## 693             1          Gd            9        Typ          2          Gd
## 694             1          TA            4        Typ          0        <NA>
## 695             1          TA            5        Typ          0        <NA>
## 696             1          Gd            5        Typ          1          TA
## 697             1          TA            4        Typ          0        <NA>
## 698             1          TA            6        Typ          0        <NA>
## 699             1          TA            5        Typ          1          Gd
## 700             1          Gd            5        Typ          0        <NA>
## 701             1          Gd            7        Typ          1          Gd
## 702             1          TA            6        Typ          0        <NA>
## 703             1          Ex           10        Typ          1          Gd
## 704             2          Gd            8        Typ          1          Po
## 705             1          Gd            7        Typ          0        <NA>
## 706             2          Fa            7        Mod          0        <NA>
## 707             1          Gd            5        Typ          2          TA
## 708             1          Gd            6        Typ          1          Gd
## 709             1          Gd            8        Typ          1          Gd
## 710             1          TA            6        Typ          0        <NA>
## 711             1          TA            5       Maj2          0        <NA>
## 712             1          TA            7        Typ          0        <NA>
## 713             1          Gd            5        Typ          1          Gd
## 714             1          TA            6        Typ          0        <NA>
## 715             1          Gd            6        Typ          0        <NA>
## 716             1          TA            7        Typ          1          TA
## 717             1          TA            8        Typ          0        <NA>
## 718             1          Gd            5        Typ          1          Fa
## 719             1          Gd            9        Typ          1          TA
## 720             1          TA            5        Typ          1          Po
## 721             1          Gd            5        Typ          1          TA
## 722             1          Gd            3        Typ          0        <NA>
## 723             1          TA            5        Typ          0        <NA>
## 724             1          TA            7        Typ          0        <NA>
## 725             1          Ex            8        Typ          1          Gd
## 726             1          Gd            5        Typ          0        <NA>
## 727             1          Gd            5        Typ          1          Gd
## 728             1          Gd            6        Typ          0        <NA>
## 729             2          TA            9        Typ          0        <NA>
## 730             1          TA            5        Typ          0        <NA>
## 731             1          Gd            5        Typ          1          TA
## 732             1          Gd            6        Typ          1          Gd
## 733             1          Gd            8        Typ          1          TA
## 734             1          TA            6        Typ          1          TA
## 735             1          TA            6        Typ          0        <NA>
## 736             1          TA            6        Typ          2          TA
## 737             2          TA            6        Typ          0        <NA>
## 738             1          Gd            8        Typ          1          Gd
## 739             1          TA            5        Typ          0        <NA>
## 740             1          Gd            7        Typ          0        <NA>
## 741             1          TA            7        Typ          0        <NA>
## 742             1          Gd            5        Typ          0        <NA>
## 743             1          TA            6        Typ          0        <NA>
## 744             1          TA            6       Min2          1          TA
## 745             1          Gd            5        Typ          1          TA
## 746             1          Gd           11        Typ          2          TA
## 747             1          Gd            8        Typ          1          TA
## 748             1          Gd            8        Typ          1          Gd
## 749             1          Gd            7        Typ          1          TA
## 750             1          TA            9        Mod          0        <NA>
## 751             1          TA            7       Min2          0        <NA>
## 752             1          Gd            6        Typ          0        <NA>
## 753             1          Gd            6        Typ          0        <NA>
## 754             1          Ex            8        Typ          1          Gd
## 755             1          Gd            5        Typ          0        <NA>
## 756             1          TA            6        Typ          0        <NA>
## 757             1          Gd            7        Typ          0        <NA>
## 758             1          TA            6        Typ          1          TA
## 759             1          TA            6        Typ          0        <NA>
## 760             1          Gd            9        Typ          1          TA
## 761             1          TA            5        Typ          0        <NA>
## 762             1          Fa            5       Min1          0        <NA>
## 763             1          Gd            7        Typ          0        <NA>
## 764             1          Gd            8        Typ          1          Gd
## 765             1          Ex            6        Typ          1          Gd
## 766             1          Ex            6        Typ          1          Gd
## 767             1          TA            7        Typ          1          TA
## 768             1          TA            7        Mod          0        <NA>
## 769             1          Gd            8        Typ          1          Gd
## 770             1          Ex           12        Mod          1          Gd
## 771             1          TA            5        Typ          0        <NA>
## 772             1          TA            6        Typ          0        <NA>
## 773             1          TA            6        Typ          1          TA
## 774             1          TA            5        Typ          0        <NA>
## 775             1          Gd            9        Typ          1          Gd
## 776             1          TA            5        Typ          0        <NA>
## 777             1          Gd            7        Typ          0        <NA>
## 778             1          TA            5        Typ          1          Fa
## 779             2          TA           10        Typ          2          TA
## 780             1          TA            4        Typ          0        <NA>
## 781             1          TA            6        Typ          1          TA
## 782             1          Gd            7        Typ          0        <NA>
## 783             1          Gd            6        Typ          0        <NA>
## 784             1          Gd            4        Typ          1          TA
## 785             1          TA            9        Typ          1          Gd
## 786             1          TA            7        Typ          1          Gd
## 787             1          TA            7        Typ          0        <NA>
## 788             1          Gd            8        Typ          0        <NA>
## 789             1          TA            4        Typ          0        <NA>
## 790             1          Gd            9        Typ          0        <NA>
## 791             1          Gd            5        Typ          1          Gd
## 792             1          TA            5        Typ          2          TA
## 793             1          TA            8        Typ          1          TA
## 794             1          Gd            7        Typ          0        <NA>
## 795             1          Gd            7        Typ          1          TA
## 796             1          TA            7        Typ          1          TA
## 797             1          TA            7        Typ          1          TA
## 798             1          TA            4        Typ          0        <NA>
## 799             1          Ex           11        Typ          2          Gd
## 800             1          Gd            7        Typ          2          TA
## 801             1          Gd            8        Typ          0        <NA>
## 802             1          TA            5        Typ          0        <NA>
## 803             1          Gd            7        Typ          1          Gd
## 804             1          Ex           12        Typ          1          Gd
## 805             1          TA            5       Min1          0        <NA>
## 806             1          Ex            6        Typ          0        <NA>
## 807             1          TA            6        Typ          0        <NA>
## 808             1          Gd            6        Typ          1          TA
## 809             1          TA            6        Typ          1          Gd
## 810             3          TA           11        Typ          0        <NA>
## 811             1          Gd            5        Typ          1          Fa
## 812             1          Gd            4        Typ          1          Gd
## 813             1          Fa            4        Typ          0        <NA>
## 814             1          TA            7        Typ          0        <NA>
## 815             1          Fa            7        Typ          0        <NA>
## 816             1          Gd            6        Typ          0        <NA>
## 817             1          TA            4        Typ          1          Gd
## 818             1          Gd            7        Typ          2          Gd
## 819             1          TA            6        Typ          0        <NA>
## 820             1          Gd            6        Typ          1          Gd
## 821             1          Gd            6        Typ          0        <NA>
## 822             1          TA            4       Min2          0        <NA>
## 823             1          Gd            7        Typ          1          Gd
## 824             1          TA            7        Typ          1          Gd
## 825             1          Gd            7        Typ          1          Gd
## 826             1          Ex            7        Typ          1          Gd
## 827             1          Gd            5        Typ          0        <NA>
## 828             1          Gd            6        Typ          1          TA
## 829             1          TA            7       Min2          0        <NA>
## 830             1          Gd            4        Typ          0        <NA>
## 831             1          TA            6        Typ          2          Gd
## 832             1          Gd            4        Typ          0        <NA>
## 833             1          Gd            7        Typ          1          TA
## 834             1          TA            6        Typ          0        <NA>
## 835             1          TA            6        Typ          0        <NA>
## 836             1          Gd            4       Min2          0        <NA>
## 837             1          TA            5       Min2          0        <NA>
## 838             1          TA            5        Typ          0        <NA>
## 839             1          Gd            6        Typ          0        <NA>
## 840             1          TA            6        Typ          0        <NA>
## 841             1          Fa            7        Typ          0        <NA>
## 842             1          Gd            8        Typ          1          Po
## 843             1          TA            6        Typ          0        <NA>
## 844             2          TA           10        Typ          0        <NA>
## 845             1          TA            7        Typ          1          Gd
## 846             1          TA            6       Min2          2          TA
## 847             1          Gd            7        Typ          1          TA
## 848             1          TA            5        Typ          1          Fa
## 849             1          TA           10        Typ          1          Gd
## 850             1          TA            7        Typ          1          TA
## 851             1          Gd            3        Typ          0        <NA>
## 852             1          Gd            7        Typ          1          TA
## 853             1          TA            7        Typ          2          Gd
## 854             1          TA            7        Typ          1          Fa
## 855             1          TA            6        Typ          1          Gd
## 856             1          TA            6        Typ          0        <NA>
## 857             1          TA            5        Typ          0        <NA>
## 858             1          TA            6        Typ          1          TA
## 859             1          TA            6        Typ          1          TA
## 860             1          Gd            9        Typ          1          Gd
## 861             1          Gd            7        Typ          1          Gd
## 862             1          TA            6        Typ          0        <NA>
## 863             1          TA            6        Typ          0        <NA>
## 864             1          TA            6        Typ          0        <NA>
## 865             1          Gd            6        Typ          0        <NA>
## 866             1          TA            5        Typ          0        <NA>
## 867             1          Gd            6        Typ          1          Gd
## 868             1          Fa            5        Typ          0        <NA>
## 869             1          TA            7        Typ          1          TA
## 870             1          Gd            8        Typ          1          TA
## 871             1          TA            5        Typ          0        <NA>
## 872             1          Gd            7        Typ          0        <NA>
## 873             1          Gd            5        Typ          0        <NA>
## 874             1          TA            6        Typ          1          Gd
## 875             1          TA            5        Typ          0        <NA>
## 876             1          Ex           11        Typ          1          Gd
## 877             1          TA            5        Typ          0        <NA>
## 878             1          Ex           10        Typ          1          Gd
## 879             1          Gd            6       Min2          0        <NA>
## 880             1          TA            6        Typ          0        <NA>
## 881             1          TA            5        Typ          0        <NA>
## 882             1          Gd            7        Typ          1          TA
## 883             1          TA            7        Typ          1          TA
## 884             1          TA           10        Typ          0        <NA>
## 885             1          TA            5        Typ          0        <NA>
## 886             1          Gd            5        Typ          1          TA
## 887             2          TA            8        Typ          0        <NA>
## 888             1          TA            8        Typ          0        <NA>
## 889             1          Gd            8        Typ          1          TA
## 890             1          TA            6        Typ          1          TA
## 891             1          TA            6        Typ          1          Po
## 892             1          TA            7        Typ          1          TA
## 893             1          TA            6        Typ          0        <NA>
## 894             1          TA            6        Typ          1          Gd
## 895             2          TA            8        Typ          0        <NA>
## 896             1          TA            8        Typ          1          TA
## 897             1          TA            6        Typ          0        <NA>
## 898             2          TA           12        Typ          0        <NA>
## 899             1          Ex           11        Typ          2          Gd
## 900             1          TA            6        Typ          1          TA
## 901             1          TA            4        Typ          0        <NA>
## 902             1          TA            5        Typ          0        <NA>
## 903             1          Gd            8        Typ          1          Gd
## 904             1          Gd            7        Typ          1          Gd
## 905             1          TA            6        Typ          0        <NA>
## 906             1          TA            6        Typ          0        <NA>
## 907             1          Gd            8        Typ          1          Gd
## 908             1          Gd            6        Typ          1          Gd
## 909             1          TA            5        Typ          0        <NA>
## 910             1          Gd            8        Typ          1          Gd
## 911             2          TA           12        Typ          0        <NA>
## 912             1          Gd            5        Typ          0        <NA>
## 913             1          TA            6       Min1          0        <NA>
## 914             2          TA            8        Typ          0        <NA>
## 915             1          Gd            4        Typ          0        <NA>
## 916             1          TA            6        Typ          0        <NA>
## 917             1          TA            4        Typ          0        <NA>
## 918             1          TA            6        Typ          0        <NA>
## 919             1          Gd            8        Typ          1          TA
## 920             1          TA            6       Min1          1          TA
## 921             1          Gd            7        Typ          0        <NA>
## 922             2          TA            9        Typ          0        <NA>
## 923             1          Gd            6        Typ          1          Gd
## 924             1          Gd            5        Typ          1          Fa
## 925             1          TA            7        Typ          1          TA
## 926             1          Ex            6        Typ          0        <NA>
## 927             1          Ex           10        Typ          1          Gd
## 928             1          TA            9        Typ          1          Gd
## 929             1          Ex            7        Typ          1          TA
## 930             1          Gd            8        Typ          1          TA
## 931             1          Gd            7        Typ          0        <NA>
## 932             1          TA            5        Typ          0        <NA>
## 933             1          Ex            8        Typ          1          Gd
## 934             1          Gd            6        Typ          0        <NA>
## 935             1          Gd            9        Typ          1          Gd
## 936             1          TA            5        Typ          0        <NA>
## 937             1          Gd            5        Typ          0        <NA>
## 938             1          Gd            8        Typ          1          Gd
## 939             1          Gd            7        Typ          0        <NA>
## 940             1          TA           10        Typ          2          TA
## 941             2          TA            8        Typ          0        <NA>
## 942             1          Gd            8        Typ          1          TA
## 943             2          TA            8        Typ          0        <NA>
## 944             2          TA            8        Typ          0        <NA>
## 945             1          Gd            7        Typ          1          Gd
## 946             1          TA            7        Typ          0        <NA>
## 947             1          TA            6        Typ          1          TA
## 948             1          Gd            9        Typ          1          Gd
## 949             1          Gd            7        Typ          1          TA
## 950             1          Gd            5        Typ          1          TA
## 951             1          Gd            5        Typ          0        <NA>
## 952             1          TA            6        Typ          0        <NA>
## 953             1          TA            5        Typ          0        <NA>
## 954             1          TA            7       Min2          1          Po
## 955             0          TA            4        Typ          0        <NA>
## 956             2          TA            8        Typ          0        <NA>
## 957             1          TA            5        Typ          1          TA
## 958             1          TA            6        Typ          0        <NA>
## 959             1          Gd            6        Typ          0        <NA>
## 960             1          Gd            6        Typ          0        <NA>
## 961             1          TA            4        Typ          0        <NA>
## 962             1          TA           11        Typ          1          TA
## 963             1          Gd            7        Typ          1          TA
## 964             1          Ex            7        Typ          0        <NA>
## 965             1          Gd            8        Typ          1          Gd
## 966             1          Gd            8        Typ          1          Gd
## 967             1          TA            7       Min2          2          TA
## 968             1          TA            6        Typ          0        <NA>
## 969             1          TA            6        Typ          0        <NA>
## 970             1          TA            6        Typ          0        <NA>
## 971             1          TA            6        Typ          0        <NA>
## 972             1          Gd            6        Typ          0        <NA>
## 973             1          TA            5        Typ          1          TA
## 974             1          Gd            6        Typ          0        <NA>
## 975             1          Gd            8        Typ          0        <NA>
## 976             1          Gd            6        Typ          0        <NA>
## 977             1          Fa            4        Typ          0        <NA>
## 978             1          Gd            4        Typ          0        <NA>
## 979             1          TA            5        Typ          0        <NA>
## 980             1          TA            5        Typ          0        <NA>
## 981             1          Ex            6        Typ          0        <NA>
## 982             1          Gd            8        Typ          1          TA
## 983             1          Gd            6        Typ          1          Gd
## 984             1          Gd            9        Typ          1          Gd
## 985             2          Gd            8        Typ          0        <NA>
## 986             1          TA            5        Typ          0        <NA>
## 987             1          Gd            5        Typ          0        <NA>
## 988             1          Ex            8        Typ          1          Gd
## 989             1          Gd            8        Typ          1          TA
## 990             1          Gd            6        Typ          0        <NA>
## 991             1          Gd            7        Typ          1          TA
## 992             1          Gd            8        Typ          1          Gd
## 993             1          Gd            7        Typ          1          Fa
## 994             1          Gd            6        Typ          0        <NA>
## 995             1          Ex            7        Typ          1          Gd
## 996             1          TA            5        Typ          0        <NA>
## 997             1          TA            6        Typ          0        <NA>
## 998             1          TA            6        Typ          1          TA
## 999             1          TA            6        Typ          1          Gd
## 1000            1          Gd            6        Typ          0        <NA>
## 1001            1          Fa            4       Min1          0        <NA>
## 1002            1          Ex            4        Typ          0        <NA>
## 1003            1          Gd            7        Typ          1          Gd
## 1004            2          TA            8        Typ          0        <NA>
## 1005            1          Gd            7        Typ          1          Gd
## 1006            1          TA            6        Typ          0        <NA>
## 1007            1          TA            7        Typ          1          TA
## 1008            1          TA            6        Typ          0        <NA>
## 1009            1          Gd            7        Typ          1          Gd
## 1010            1          TA            7        Typ          0        <NA>
## 1011            1          TA            7        Typ          1          Gd
## 1012            2          TA            8        Typ          0        <NA>
## 1013            1          Gd            7        Typ          2          TA
## 1014            1          TA            4       Maj2          0        <NA>
## 1015            1          TA            5        Typ          1          Gd
## 1016            1          Gd            6        Typ          0        <NA>
## 1017            1          Gd            6        Typ          1          TA
## 1018            1          Gd            4        Typ          1          Ex
## 1019            1          Gd            7        Typ          1          TA
## 1020            1          Gd            6        Typ          1          Gd
## 1021            1          Gd            5        Typ          0        <NA>
## 1022            1          Gd            6        Typ          0        <NA>
## 1023            1          TA            6        Typ          0        <NA>
## 1024            1          Gd            7        Typ          1          Gd
## 1025            1          Gd           10        Typ          1          Gd
## 1026            1          TA            5        Typ          0        <NA>
## 1027            1          TA            6        Typ          2          Gd
## 1028            1          Gd            7        Typ          1          Gd
## 1029            1          TA            6        Typ          1          Gd
## 1030            1          TA            7        Typ          0        <NA>
## 1031            2          TA           10        Typ          0        <NA>
## 1032            1          TA           12        Typ          2          TA
## 1033            1          Gd           10        Typ          1          TA
## 1034            1          Gd            6        Typ          0        <NA>
## 1035            1          Fa            5        Typ          1          Gd
## 1036            1          TA            5        Typ          0        <NA>
## 1037            1          Ex            6        Typ          1          Ex
## 1038            1          Gd            7        Typ          1          TA
## 1039            1          TA            6        Typ          1          TA
## 1040            1          TA            3        Typ          0        <NA>
## 1041            1          TA            8       Maj1          1          TA
## 1042            1          Gd            7        Typ          0        <NA>
## 1043            1          Gd            5        Typ          1          Gd
## 1044            1          Gd           10        Typ          1          Ex
## 1045            1          Gd            9        Typ          1          Gd
## 1046            1          TA            8       Min2          1          Gd
## 1047            1          Ex           11        Typ          1          Gd
## 1048            1          TA            5        Typ          0        <NA>
## 1049            1          TA            9       Min1          1          TA
## 1050            1          Gd            6        Typ          0        <NA>
## 1051            1          Gd            6        Typ          0        <NA>
## 1052            1          Gd            6        Typ          1          Gd
## 1053            1          TA            9        Typ          1          TA
## 1054            1          TA            7       Min2          1          Gd
## 1055            1          Gd            7        Typ          1          Gd
## 1056            1          TA            7        Typ          1          TA
## 1057            1          Gd            6        Typ          1          Gd
## 1058            1          Gd            7        Typ          1          Gd
## 1059            1          Ex           10        Typ          1          Gd
## 1060            1          TA            7        Typ          1          Gd
## 1061            1          Gd            6        Typ          0        <NA>
## 1062            1          TA            6        Typ          0        <NA>
## 1063            2          TA           10       Min2          0        <NA>
## 1064            1          Gd            5        Typ          1          Gd
## 1065            1          TA            6        Typ          1          Po
## 1066            1          Gd            7        Typ          0        <NA>
## 1067            1          TA            7        Typ          1          TA
## 1068            1          TA            7        Typ          0        <NA>
## 1069            1          TA           10       Maj1          1          Gd
## 1070            1          Gd            4        Typ          0        <NA>
## 1071            1          TA            6        Typ          0        <NA>
## 1072            1          TA            8        Typ          0        <NA>
## 1073            1          TA            7        Typ          1          TA
## 1074            1          TA            6        Typ          0        <NA>
## 1075            1          Gd            5        Typ          0        <NA>
## 1076            1          TA            6        Typ          2          Gd
## 1077            1          Gd            7       Min1          1          TA
## 1078            1          TA            6        Typ          0        <NA>
## 1079            1          Gd            3        Typ          1          Gd
## 1080            1          TA            5        Typ          0        <NA>
## 1081            1          Gd            5        Typ          0        <NA>
## 1082            1          TA            5        Typ          0        <NA>
## 1083            1          Gd            6        Typ          1          Gd
## 1084            1          TA            6        Typ          2          Gd
## 1085            1          TA            6        Typ          1          TA
## 1086            1          Gd            5        Typ          0        <NA>
## 1087            1          TA            6        Typ          0        <NA>
## 1088            1          Gd            9        Typ          1          Gd
## 1089            1          Gd            7       Maj1          0        <NA>
## 1090            1          Gd            4        Typ          1          Gd
## 1091            2          TA            6        Typ          0        <NA>
## 1092            1          Gd            4        Typ          0        <NA>
## 1093            1          TA            7        Typ          1          Gd
## 1094            1          Gd            6        Typ          0        <NA>
## 1095            1          TA            4        Typ          0        <NA>
## 1096            1          Gd            6        Typ          1          Gd
## 1097            1          Gd            7        Typ          0        <NA>
## 1098            1          Gd            5        Typ          0        <NA>
## 1099            1          TA            6        Typ          0        <NA>
## 1100            1          TA            7        Typ          1          TA
## 1101            1          Fa            3        Typ          0        <NA>
## 1102            1          TA            5        Typ          0        <NA>
## 1103            1          TA            6        Typ          0        <NA>
## 1104            1          TA            6        Typ          1          Fa
## 1105            1          TA            6        Typ          0        <NA>
## 1106            1          Gd            9        Typ          2          TA
## 1107            1          Gd            6        Typ          1          TA
## 1108            1          Gd            9        Typ          1          Gd
## 1109            1          TA            7        Typ          1          TA
## 1110            1          Gd            7        Typ          1          Gd
## 1111            1          TA            8        Typ          1          TA
## 1112            1          TA            8        Typ          1          Gd
## 1113            1          TA            5        Typ          0        <NA>
## 1114            1          Gd            6        Typ          0        <NA>
## 1115            1          Gd            4        Typ          0        <NA>
## 1116            1          Ex            7        Typ          1          Gd
## 1117            1          Gd            7        Typ          1          TA
## 1118            1          Gd            5        Typ          0        <NA>
## 1119            1          TA            6       Min2          0        <NA>
## 1120            1          TA            6        Typ          0        <NA>
## 1121            1          TA            6        Typ          1          Gd
## 1122            1          Gd            7        Typ          0        <NA>
## 1123            1          TA            5        Typ          0        <NA>
## 1124            1          TA            4        Typ          0        <NA>
## 1125            1          Gd            7        Typ          1          TA
## 1126            1          Fa            5        Typ          1          TA
## 1127            1          Gd            7        Typ          1          TA
## 1128            1          Gd            7        Typ          1          Gd
## 1129            1          Gd            8        Typ          1          Gd
## 1130            1          TA            4        Typ          0        <NA>
## 1131            1          Gd            7       Min2          2          TA
## 1132            1          TA            5        Typ          0        <NA>
## 1133            1          Fa            8        Typ          0        <NA>
## 1134            1          Gd            8        Typ          1          TA
## 1135            1          TA            7        Typ          1          TA
## 1136            1          TA            5        Typ          1          Gd
## 1137            1          TA            6        Typ          0        <NA>
## 1138            1          TA            6        Typ          0        <NA>
## 1139            1          Gd            5        Typ          2          TA
## 1140            1          TA            6       Maj1          1          Gd
## 1141            1          TA            4        Typ          0        <NA>
## 1142            1          Gd            9        Typ          1          TA
## 1143            1          Gd           11        Typ          1          TA
## 1144            1          TA            5        Typ          0        <NA>
## 1145            1          Fa            5        Typ          0        <NA>
## 1146            1          TA            8        Typ          1          Gd
## 1147            1          Gd            5        Typ          1          TA
## 1148            1          Fa            7        Typ          1          Gd
## 1149            1          TA            5        Typ          1          Gd
## 1150            1          TA            7        Typ          0        <NA>
## 1151            1          Gd            4        Typ          1          Gd
## 1152            1          Fa            6        Typ          2          Gd
## 1153            1          Ex            6        Typ          1          Gd
## 1154            1          TA            5        Typ          0        <NA>
## 1155            1          Gd            8        Typ          2          Gd
## 1156            1          Gd            6        Typ          1          Fa
## 1157            1          Gd            6        Typ          1          Gd
## 1158            1          Gd            6        Typ          1          Gd
## 1159            1          Gd            7        Typ          0        <NA>
## 1160            1          Gd            8        Typ          1          TA
## 1161            1          TA            7        Typ          1          TA
## 1162            1          Gd            7        Typ          1          Gd
## 1163            1          TA            5        Typ          1          Po
## 1164            2          TA            6        Typ          0        <NA>
## 1165            1          Gd            5        Typ          1          TA
## 1166            1          Gd            7        Typ          0        <NA>
## 1167            1          Gd            7        Typ          0        <NA>
## 1168            1          TA            7        Typ          1          TA
## 1169            1          Gd            7        Typ          2          TA
## 1170            1          Gd           10        Typ          1          TA
## 1171            1          TA            6        Typ          1          Po
## 1172            1          TA            6        Typ          1          TA
## 1173            1          Gd            5        Typ          0        <NA>
## 1174            1          Ex           12       Maj1          1          Gd
## 1175            1          TA            9        Typ          1          Gd
## 1176            1          Gd            9        Typ          1          TA
## 1177            1          TA            5        Typ          0        <NA>
## 1178            1          TA            5        Typ          0        <NA>
## 1179            1          TA            7        Typ          1          Gd
## 1180            1          TA            5       Min2          1          Gd
## 1181            1          TA            8        Typ          0        <NA>
## 1182            1          Gd            5        Typ          1          Gd
## 1183            1          Ex           10        Typ          2          TA
## 1184            1          TA            5        Typ          1          Gd
## 1185            1          TA            5        Typ          2          TA
## 1186            1          TA            7        Typ          0        <NA>
## 1187            2          TA            7        Typ          0        <NA>
## 1188            1          Gd            5        Typ          1          Fa
## 1189            1          Gd            7        Typ          0        <NA>
## 1190            1          Gd            7        Typ          1          TA
## 1191            1          TA            7        Typ          1          TA
## 1192            1          Gd            5        Typ          0        <NA>
## 1193            1          Gd            6        Typ          0        <NA>
## 1194            1          TA            5        Typ          0        <NA>
## 1195            1          TA            7        Typ          0        <NA>
## 1196            1          Gd            8        Typ          0        <NA>
## 1197            1          Gd            9        Typ          1          Gd
## 1198            1          TA            7        Typ          1          Gd
## 1199            1          Gd            6        Typ          0        <NA>
## 1200            1          TA            6        Typ          1          Po
## 1201            1          TA            5        Typ          0        <NA>
## 1202            1          Gd            6        Typ          0        <NA>
## 1203            1          TA            5        Typ          1          Fa
## 1204            1          Gd            6        Typ          1          TA
##      GarageType GarageYrBlt GarageFinish GarageCars GarageArea GarageQual
## 1        Attchd        2003          RFn          2        548         TA
## 2        Attchd        1976          RFn          2        460         TA
## 3        Attchd        2001          RFn          2        608         TA
## 4        Detchd        1998          Unf          3        642         TA
## 5        Attchd        2000          RFn          3        836         TA
## 6        Attchd        1993          Unf          2        480         TA
## 7        Attchd        2004          RFn          2        636         TA
## 8        Attchd        1973          RFn          2        484         TA
## 9        Detchd        1931          Unf          2        468         Fa
## 10       Attchd        1939          RFn          1        205         Gd
## 11       Detchd        1965          Unf          1        384         TA
## 12      BuiltIn        2005          Fin          3        736         TA
## 13       Detchd        1962          Unf          1        352         TA
## 14       Attchd        2006          RFn          3        840         TA
## 15       Attchd        1960          RFn          1        352         TA
## 16       Detchd        1991          Unf          2        576         TA
## 17       Attchd        1970          Fin          2        480         TA
## 18      CarPort        1967          Unf          2        516         TA
## 19       Detchd        2004          Unf          2        576         TA
## 20       Attchd        1958          Unf          1        294         TA
## 21      BuiltIn        2005          RFn          3        853         TA
## 22       Attchd        1930          Unf          1        280         TA
## 23       Attchd        2002          RFn          2        534         TA
## 24       Attchd        1976          Unf          2        572         TA
## 25       Attchd        1968          Unf          1        270         TA
## 26       Attchd        2007          RFn          3        890         TA
## 27       Detchd        2005          Unf          2        576         TA
## 28       Attchd        2008          RFn          3        772         TA
## 29       Attchd        1957          RFn          1        319         TA
## 30       Detchd        1920          Unf          1        240         Fa
## 31       Detchd        1920          Unf          1        250         TA
## 32       Attchd        1966          Unf          1        271         TA
## 33       Attchd        2007          RFn          2        484         TA
## 34       Attchd        1959          RFn          2        447         TA
## 35       Attchd        2005          Fin          2        556         TA
## 36      BuiltIn        2004          Fin          3        691         TA
## 37       Attchd        1995          Unf          2        672         TA
## 38       Attchd        1954          Fin          2        498         TA
## 39       Detchd        1953          Unf          1        246         TA
## 40         <NA>          NA         <NA>          0          0       <NA>
## 41       Attchd        1965          RFn          2        440         TA
## 42       Attchd        1959          RFn          1        308         TA
## 43       Attchd        1983          RFn          2        504         TA
## 44       Detchd        1977          Unf          1        308         TA
## 45       Attchd        1959          RFn          1        300         TA
## 46       Attchd        2005          RFn          2        576         TA
## 47       Attchd        2003          RFn          2        670         TA
## 48       Attchd        2006          RFn          3        826         TA
## 49         <NA>          NA         <NA>          0          0       <NA>
## 50       Attchd        1966          Unf          1        386         TA
## 51       Attchd        1997          Fin          2        388         TA
## 52       Detchd        1985          Unf          2        528         TA
## 53      CarPort        1963          Unf          2        516         TA
## 54       Attchd        1981          Fin          3        894         TA
## 55       Detchd        1962          Unf          2        572         TA
## 56       Attchd        1964          RFn          2        576         TA
## 57       Attchd        1999          Fin          2        480         TA
## 58       Attchd        2004          RFn          2        565         TA
## 59      BuiltIn        2006          Fin          3        641         TA
## 60       Detchd        1973          Unf          1        352         TA
## 61       Detchd        2006          Unf          2        576         TA
## 62       Detchd        1935          Unf          1        288         TA
## 63       Attchd        2006          RFn          2        484         TA
## 64       Detchd        1990          Unf          2        480         TA
## 65       Attchd        1998          RFn          2        645         TA
## 66      BuiltIn        2004          RFn          3        852         TA
## 67       Attchd        1970          RFn          2        576         TA
## 68       Attchd        2003          RFn          2        558         TA
## 69       Attchd        1945          Unf          1        220         TA
## 70       Attchd        1953          Fin          2        667         TA
## 71       Attchd        1973          Fin          2        516         TA
## 72       Detchd        1987          Unf          2        360         TA
## 73       Attchd        1998          Fin          2        427         TA
## 74       Attchd        1989          Unf          2        490         TA
## 75       Detchd        1915          Unf          1        379         TA
## 76      BuiltIn        1973          Unf          1        297         TA
## 77       Detchd        1956          Unf          1        283         TA
## 78       Detchd        1948          Unf          1        240         TA
## 79         <NA>          NA         <NA>          0          0       <NA>
## 80       Detchd        1966          Unf          2        440         TA
## 81       Attchd        1968          Fin          1        509         TA
## 82       Attchd        1998          Fin          2        405         TA
## 83       Attchd        2007          RFn          3        758         TA
## 84       Detchd        1974          Unf          2        461         TA
## 85      BuiltIn        1995          Fin          2        400         TA
## 86       Attchd        1991          Unf          2        462         TA
## 87      BuiltIn        2005          Fin          2        400         TA
## 88       Detchd        2009          RFn          2        528         TA
## 89         <NA>          NA         <NA>          0          0       <NA>
## 90         <NA>          NA         <NA>          0          0       <NA>
## 91       Detchd        1950          Unf          2        420         TA
## 92       Attchd        1961          Unf          2        480         TA
## 93       Detchd        1921          Unf          2        432         TA
## 94       Detchd        1900          Unf          2        506         TA
## 95       Attchd        1997          RFn          2        684         TA
## 96      BuiltIn        1993          Fin          2        420         TA
## 97       Attchd        1999          RFn          2        472         TA
## 98       Attchd        1965          Fin          1        432         TA
## 99      Basment        1920          Unf          1        366         Fa
## 100        <NA>          NA         <NA>          0          0       <NA>
## 101      Attchd        1977          RFn          2        480         TA
## 102      Attchd        1985          Fin          2        476         TA
## 103      Attchd        1979          Unf          2        410         TA
## 104      Attchd        2009          RFn          3        740         TA
## 105      Detchd        1951          Unf          1        240         TA
## 106      Attchd        2003          RFn          2        648         TA
## 107      Detchd        1954          Unf          1        273         Fa
## 108      Detchd        1948          Unf          1        250         TA
## 109        <NA>          NA         <NA>          0          0       <NA>
## 110      Attchd        1977          RFn          2        546         TA
## 111      Attchd        1954          Unf          1        325         TA
## 112     BuiltIn        2000          Fin          2        400         TA
## 113     BuiltIn        2007          Fin          3        792         TA
## 114     Basment        1953          Unf          2        450         TA
## 115      Detchd        1945          Unf          1        180         TA
## 116      Detchd        1999          Unf          2        440         TA
## 117      Attchd        1962          Unf          1        288         TA
## 118      Attchd        2007          Unf          2        430         TA
## 119      Attchd        1990          Unf          3        594         TA
## 120      Attchd        2005          Fin          2        390         TA
## 121      Attchd        1969          Unf          2        540         TA
## 122      Detchd        1979          Unf          1        264         TA
## 123      Attchd        1958          Unf          1        288         TA
## 124      Attchd        1993          RFn          2        530         TA
## 125      Attchd        1979          Unf          2        435         TA
## 126        <NA>          NA         <NA>          0          0       <NA>
## 127      Attchd        1977          RFn          2        440         TA
## 128        <NA>          NA         <NA>          0          0       <NA>
## 129      Attchd        1966          RFn          2        453         TA
## 130      2Types        1998          RFn          2        750         TA
## 131      Attchd        1966          Fin          2        487         TA
## 132     BuiltIn        2000          RFn          2        390         TA
## 133      Detchd        1974          Unf          2        624         TA
## 134      Attchd        2001          Fin          2        471         TA
## 135      Attchd        1968          RFn          2        440         TA
## 136      Attchd        1970          Unf          2        530         TA
## 137      Attchd        1967          RFn          1        318         TA
## 138      2Types        1989          Unf          3        766         TA
## 139      Attchd        1999          Fin          3        660         TA
## 140      Attchd        1997          RFn          2        470         TA
## 141        <NA>          NA         <NA>          0          0       <NA>
## 142      Attchd        2005          Fin          2        660         TA
## 143      Detchd        2000          Unf          2        720         TA
## 144      Attchd        1999          RFn          2        577         TA
## 145      Detchd        1963          Unf          2        504         TA
## 146      Detchd        2004          Unf          2        380         TA
## 147      Detchd        1931          Unf          1        180         Fa
## 148     BuiltIn        2001          Fin          2        434         TA
## 149        <NA>          NA         <NA>          0          0       <NA>
## 150      Detchd        1936          Unf          1        240         Fa
## 151      Attchd        1975          Unf          2        440         TA
## 152      Attchd        2007          RFn          3        866         TA
## 153      Attchd        1971          RFn          2        495         TA
## 154      Attchd        1960          RFn          2        564         TA
## 155      Detchd        1923          Unf          1        312         Fa
## 156        <NA>          NA         <NA>          0          0       <NA>
## 157      Detchd        1950          Unf          2        625         TA
## 158     BuiltIn        2009          Fin          3        680         TA
## 159      Attchd        2004          RFn          2        678         TA
## 160      Attchd        2006          RFn          2        576         TA
## 161      Attchd        1984          Unf          2        516         TA
## 162     BuiltIn        2003          Fin          3        726         TA
## 163      Attchd        2005          RFn          2        532         TA
## 164        <NA>          NA         <NA>          0          0       <NA>
## 165      Detchd        1926          Unf          1        216         TA
## 166        <NA>          NA         <NA>          0          0       <NA>
## 167      Attchd        1955          Fin          1        303         TA
## 168      Attchd        2007          Fin          3        789         TA
## 169      Attchd        2004          Fin          2        440         TA
## 170      Attchd        1981          RFn          2        511         TA
## 171      Detchd        1991          Unf          2        660         TA
## 172      Attchd        1960          Fin          2        528         TA
## 173      Attchd        1987          RFn          2        504         Gd
## 174      Attchd        1961          Unf          2        504         TA
## 175      Attchd        1986          Fin          2        616         TA
## 176      Attchd        1950          Unf          2        576         TA
## 177      Attchd        1988          Unf          2        521         TA
## 178      Attchd        1958          Unf          2        451         TA
## 179      Attchd        2009          Fin          3       1166         TA
## 180      Detchd        1935          Unf          2        480         Fa
## 181      Detchd        2000          Unf          2        440         TA
## 182      Detchd        1920          Unf          1        216         Fa
## 183      Attchd        1957          RFn          1        252         TA
## 184      Detchd        2003          Unf          2        484         TA
## 185      Attchd        1986          Unf          2        576         TA
## 186      Detchd        1993          Unf          3        840         Ex
## 187      Attchd        1990          Unf          2        497         TA
## 188      Detchd        1916          Unf          1        180         Fa
## 189      Detchd        1979          Unf          2        528         TA
## 190      Attchd        2001          Fin          2        682         TA
## 191      Detchd        1932          Unf          2        440         TA
## 192      Attchd        1972          Fin          2        484         TA
## 193      Attchd        1999          Fin          2        666         TA
## 194      Detchd        2004          Unf          2        380         TA
## 195      Detchd        1989          Unf          1        352         TA
## 196      Attchd        1976          Unf          2        440         TA
## 197      Attchd        2007          Fin          3        786         TA
## 198      Detchd        1918          Unf          2        795         TA
## 199        <NA>          NA         <NA>          0          0       <NA>
## 200      Attchd        2004          Fin          3        856         TA
## 201      Attchd        2003          RFn          2        440         TA
## 202      Detchd        1980          Unf          2        473         TA
## 203      Attchd        1924          Unf          1        398         TA
## 204      Attchd        2004          RFn          2        420         TA
## 205      Detchd        1948          Unf          1        240         TA
## 206      Attchd        1990          RFn          2        500         TA
## 207      Attchd        1962          RFn          1        349         TA
## 208      Attchd        1960          RFn          1        312         TA
## 209      Attchd        1988          Fin          2        454         TA
## 210      Attchd        1964          RFn          2        504         TA
## 211        <NA>          NA         <NA>          0          0       <NA>
## 212      Attchd        2009          RFn          2        460         TA
## 213      Attchd        2009          RFn          2        644         TA
## 214      Attchd        1996          Unf          2        576         TA
## 215      Attchd        1977          Fin          1        299         TA
## 216      Attchd        1957          Unf          1        447         TA
## 217      Attchd        2004          Unf          2        484         TA
## 218      Detchd        1940          Unf          1        210         TA
## 219      Attchd        1939          Unf          2        431         TA
## 220      Attchd        2005          Fin          2        438         TA
## 221      Attchd        2006          RFn          2        675         TA
## 222     BuiltIn        2002          RFn          2        390         TA
## 223      Attchd        1975          RFn          2        434         TA
## 224      Detchd        1989          Unf          2        576         TA
## 225      Attchd        2003          Fin          3        968         TA
## 226      Detchd        1991          Unf          1        280         TA
## 227      Attchd        1995          RFn          3        721         TA
## 228      Detchd        1987          Unf          1        280         TA
## 229      Detchd        1974          Unf          1        336         TA
## 230      Attchd        2005          Fin          2        430         TA
## 231      Attchd        1959          RFn          1        312         TA
## 232      Attchd        1995          Fin          3        810         TA
## 233      Attchd        1972          Unf          1        288         TA
## 234      Attchd        1976          Unf          1        308         TA
## 235     BuiltIn        2002          Fin          2        440         TA
## 236      Detchd        1971          Unf          1        264         TA
## 237      Attchd        2004          RFn          2        494         TA
## 238      Attchd        1993          RFn          2        457         TA
## 239      Attchd        2007          Fin          3        818         TA
## 240      Detchd        1949          Unf          1        220         TA
## 241      Attchd        2008          RFn          2        750         TA
## 242        <NA>          NA         <NA>          0          0       <NA>
## 243      Attchd        1940          Unf          1        352         Fa
## 244      Attchd        1980          RFn          1        288         TA
## 245      Attchd        1994          RFn          2        463         TA
## 246      Attchd        1988          Fin          2        604         TA
## 247      Detchd        1910          Unf          1        440         Po
## 248      Attchd        1954          Unf          2        451         TA
## 249      Attchd        2003          RFn          2        500         TA
## 250      Attchd        1958          Fin          2        389         TA
## 251        <NA>          NA         <NA>          0          0       <NA>
## 252      Attchd        2006          Fin          2        538         TA
## 253      Attchd        2004          RFn          2        520         TA
## 254      Attchd        1964          RFn          1        309         TA
## 255      Attchd        1957          RFn          1        294         TA
## 256     BuiltIn        1999          Fin          2        429         TA
## 257      Attchd        2003          RFn          2        673         TA
## 258      Attchd        2006          RFn          2        660         TA
## 259      Attchd        2001          RFn          2        564         TA
## 260      Detchd        1956          Unf          1        308         TA
## 261      Attchd        1991          Unf          2        884         TA
## 262     BuiltIn        2007          Fin          3        868         TA
## 263      Attchd        1978          Unf          2        492         TA
## 264      Detchd        1974          Unf          2        484         TA
## 265      Detchd        1965          Unf          2        504         TA
## 266      Attchd        1981          Fin          2        576         TA
## 267      Attchd        1997          Fin          2        413         TA
## 268      Detchd        1939          Unf          1        240         TA
## 269      Detchd        1966          Fin          1        924         Ex
## 270      Attchd        1987          RFn          1        504         TA
## 271      Attchd        2006          RFn          3       1053         TA
## 272      Attchd        1954          Unf          2        439         TA
## 273      Attchd        1999          Fin          3        671         TA
## 274      Attchd        1958          RFn          1        338         TA
## 275      Attchd        1982          Unf          1        264         TA
## 276      Detchd        1978          Unf          2        672         TA
## 277      Attchd        2003          Fin          2        573         TA
## 278      Detchd        1951          Unf          2        400         TA
## 279      Attchd        2007          Fin          3        732         TA
## 280      Attchd        1977          Fin          2        505         TA
## 281      Attchd        1989          Fin          2        575         TA
## 282      Attchd        2006          Fin          2        572         TA
## 283      Attchd        2008          RFn          2        626         TA
## 284      Attchd        2008          Fin          3        898         TA
## 285      Attchd        1992          RFn          2        529         TA
## 286      Detchd        2006          RFn          2        528         TA
## 287      Attchd        1962          RFn          2        440         TA
## 288        <NA>          NA         <NA>          0          0       <NA>
## 289      Detchd        1970          Unf          1        280         TA
## 290      Detchd        2003          Unf          1        384         TA
## 291      Attchd        2006          RFn          2        685         Gd
## 292        <NA>          NA         <NA>          0          0       <NA>
## 293      Attchd        1949          Unf          1        281         TA
## 294      Attchd        1977          Fin          2        539         TA
## 295      Attchd        1953          Fin          2        418         TA
## 296      Detchd        1984          Unf          2        588         TA
## 297      Attchd        1950          Unf          1        282         TA
## 298      Detchd        1997          RFn          2        576         TA
## 299      Attchd        1968          Unf          2        539         TA
## 300      Attchd        1950          Unf          1        300         TA
## 301      Attchd        1953          Unf          1        375         TA
## 302     BuiltIn        1998          Fin          2        683         TA
## 303      Attchd        2001          RFn          3        843         TA
## 304      Attchd        1975          Unf          2        552         TA
## 305      Attchd        2003          Unf          3        870         TA
## 306      Attchd        2004          Fin          3        888         TA
## 307      Attchd        1990          RFn          3        746         TA
## 308        <NA>          NA         <NA>          0          0       <NA>
## 309      Detchd        1961          Unf          2        539         TA
## 310      Attchd        2003          Fin          3        708         TA
## 311      Attchd        1993          Fin          2        420         TA
## 312      Detchd        1948          Unf          1        240         TA
## 313      Detchd        1939          Unf          2        410         TA
## 314      Attchd        1965          RFn          2        513         TA
## 315      Detchd        1925          Unf          2        546         Fa
## 316      Attchd        2004          Fin          2        432         TA
## 317      Attchd        1983          RFn          2        484         TA
## 318      Attchd        2006          RFn          3       1025         TA
## 319      Attchd        1993          RFn          3        656         TA
## 320      Attchd        1980          Unf          2        588         TA
## 321      Attchd        2006          RFn          3        840         TA
## 322     BuiltIn        2004          Fin          3        872         TA
## 323      Attchd        1987          Fin          2        576         TA
## 324      Attchd        1955          Unf          1        220         Fa
## 325     BuiltIn        1961          Fin          2        564         TA
## 326      Detchd        1941          Unf          2        360         TA
## 327      Attchd        1993          Fin          2        473         TA
## 328      Attchd        1960          RFn          1        292         TA
## 329      Detchd        1930          Unf          2        441         TA
## 330      Detchd        1920          Unf          1        189         Fa
## 331      Detchd        2002          Unf          1        352         TA
## 332      Attchd        1958          RFn          1        308         TA
## 333      Attchd        2003          RFn          3        880         TA
## 334      Attchd        2004          RFn          2        484         TA
## 335      Attchd        1998          Fin          2        472         TA
## 336      Attchd        1965          Fin          2        529         TA
## 337      Attchd        2005          Fin          3        676         TA
## 338      Attchd        2002          RFn          2        532         TA
## 339      Attchd        1984          RFn          2        440         TA
## 340      Attchd        1958          Unf          1        297         TA
## 341      Attchd        2002          Fin          2        431         TA
## 342     CarPort        1950          Unf          1        294         TA
## 343      Detchd        1949          Unf          2        400         TA
## 344      Attchd        2005          RFn          2        564         TA
## 345      Attchd        1976          Unf          1        336         TA
## 346      Detchd        1939          Unf          1        312         TA
## 347      Attchd        1960          RFn          1        301         TA
## 348      Attchd        1960          Unf          2        498         TA
## 349     BuiltIn        2003          RFn          2        474         TA
## 350      Attchd        2006          Fin          3        706         TA
## 351      Attchd        2007          RFn          2        617         TA
## 352      Attchd        1986          RFn          2        445         TA
## 353      Detchd        1941          Unf          1        200         TA
## 354      Detchd        2005          Unf          2        484         TA
## 355      Attchd        1940          Unf          1        240         TA
## 356      Attchd        1995          RFn          2        521         TA
## 357      Attchd        1992          RFn          2        400         TA
## 358      Attchd        1976          Fin          2        528         TA
## 359     BuiltIn        1958          Unf          1        288         TA
## 360      Attchd        1998          RFn          2        592         TA
## 361      Attchd        1978          RFn          2        470         TA
## 362      Detchd        1940          Unf          1        240         TA
## 363     BuiltIn        2003          RFn          2        672         TA
## 364      Detchd        1972          Unf          1        264         TA
## 365      Attchd        1976          Fin          2        566         TA
## 366      Detchd        1964          Unf          1        468         TA
## 367      Attchd        1963          RFn          2        514         TA
## 368     Basment        1962          RFn          1        296         TA
## 369      Attchd        1954          Fin          1        244         TA
## 370      Detchd        1997          Fin          2        576         TA
## 371      Attchd        2000          RFn          2        460         TA
## 372      Detchd        1991          Fin          2        680         TA
## 373      Attchd        1984          Unf          1        264         TA
## 374      Attchd        1953          Unf          1        270         TA
## 375     BuiltIn        2003          Fin          2        434         TA
## 376        <NA>          NA         <NA>          0          0       <NA>
## 377      Detchd        1998          Unf          2        576         TA
## 378      Attchd        2004          RFn          2        610         TA
## 379      Attchd        2010          Fin          3        834         TA
## 380      Attchd        2000          Fin          2        463         TA
## 381      Detchd        1924          Unf          1        308         TA
## 382      Attchd        2006          RFn          2        572         TA
## 383      Attchd        2006          RFn          2        639         TA
## 384      Detchd        1950          Unf          2        360         Fa
## 385      Attchd        1992          Fin          2        501         TA
## 386      Attchd        2004          Fin          2        430         TA
## 387        <NA>          NA         <NA>          0          0       <NA>
## 388      Detchd        1977          Unf          1        352         TA
## 389      Attchd        1999          RFn          2        577         TA
## 390     BuiltIn        2008          Fin          3        846         TA
## 391      Detchd        1978          Unf          1        384         TA
## 392     BuiltIn        2001          Fin          2        560         TA
## 393      Attchd        1959          RFn          1        294         TA
## 394        <NA>          NA         <NA>          0          0       <NA>
## 395      Detchd        1940          Unf          1        240         TA
## 396      Attchd        1956          Unf          1        596         TA
## 397      Detchd        1985          RFn          2        600         TA
## 398      Attchd        1962          RFn          1        264         TA
## 399      Detchd        1920          Unf          1        338         Po
## 400      Attchd        2007          Fin          2        438         TA
## 401      Attchd        1996          Fin          2        500         TA
## 402      Attchd        2005          Fin          2        400         TA
## 403      Detchd        1940          Unf          1        240         TA
## 404     BuiltIn        1998          Fin          2        420         TA
## 405     BuiltIn        1995          Fin          2        373         TA
## 406      Attchd        1993          Unf          2        490         TA
## 407      Detchd        1936          Unf          1        240         TA
## 408      Attchd        1960          Unf          1        308         TA
## 409      Attchd        2006          RFn          3        947         TA
## 410      Attchd        2008          Fin          3        836         TA
## 411      Attchd        1958          Unf          1        350         TA
## 412      Attchd        1955          Fin          2        572         TA
## 413      Attchd        2009          Fin          2        484         TA
## 414      Detchd        1927          Unf          2        360         TA
## 415      Attchd        1993          Unf          3        678         TA
## 416      Attchd        2007          Fin          2        396         TA
## 417      Attchd        1978          Fin          2        440         TA
## 418      Detchd        1918          Unf          3        864         TA
## 419      Detchd        1940          Unf          1        240         TA
## 420      Attchd        1968          Unf          1        304         TA
## 421      Attchd        1997          Fin          4        784         TA
## 422      Attchd        1977          Fin          2        529         TA
## 423      Attchd        1954          RFn          2        520         TA
## 424      Attchd        1998          Fin          3        696         TA
## 425      Attchd        1956          RFn          1        297         TA
## 426      Detchd        1947          Unf          1        240         TA
## 427      Attchd        1989          Fin          2        569         TA
## 428      Detchd        1964          Unf          1        352         TA
## 429      Attchd        2007          RFn          2        628         TA
## 430      Attchd        1988          Unf          2        576         TA
## 431      Detchd        1971          Unf          1        264         TA
## 432        <NA>          NA         <NA>          0          0       <NA>
## 433      Detchd        1971          Unf          2        440         TA
## 434      Attchd        1997          Fin          2        470         TA
## 435        <NA>          NA         <NA>          0          0       <NA>
## 436      Attchd        1996          RFn          2        550         TA
## 437      Detchd        1990          Unf          2        440         TA
## 438      Detchd        1926          Unf          1        180         TA
## 439      Detchd        1990          Unf          1        352         Gd
## 440      Detchd        2005          Unf          2        528         TA
## 441      Attchd        2008          Fin          3        672         TA
## 442        <NA>          NA         <NA>          0          0       <NA>
## 443      Detchd        1930          Unf          2        360         TA
## 444      Attchd        2007          Fin          3        648         TA
## 445      Attchd        1994          Unf          2        493         TA
## 446      Attchd        1956          Unf          2        480         TA
## 447      Attchd        1966          Fin          2        578         TA
## 448      Attchd        1998          Fin          2        431         TA
## 449      Detchd        1937          Unf          1        198         TA
## 450      Detchd        1981          Unf          1        308         TA
## 451      Detchd        1932          Unf          1        270         Fa
## 452      Attchd        1975          Unf          2        576         TA
## 453      Attchd        1996          Fin          2        422         TA
## 454      Attchd        2008          RFn          2        676         TA
## 455      Detchd        1976          Unf          2        560         TA
## 456      Attchd        1973          Unf          2        528         TA
## 457      Detchd        1916          Unf          3        513         Fa
## 458      Attchd        1954          Fin          2        529         TA
## 459      Detchd        1925          Unf          1        228         TA
## 460      Detchd        1950          Unf          1        352         TA
## 461     BuiltIn        2009          Fin          2        552         TA
## 462      Detchd        1971          RFn          2        576         TA
## 463      Detchd        1965          Unf          1        360         TA
## 464      Detchd        1939          Unf          1        240         TA
## 465        <NA>          NA         <NA>          0          0       <NA>
## 466      Attchd        2004          Fin          2        398         TA
## 467      Attchd        1970          Unf          2        526         TA
## 468      Attchd        1942          Unf          1        312         TA
## 469      Attchd        2006          RFn          3        866         TA
## 470      Attchd        1993          RFn          2        506         TA
## 471      Attchd        1985          RFn          2        528         TA
## 472      Attchd        1977          RFn          2        534         TA
## 473     Basment        2005          RFn          2        525         TA
## 474      Attchd        2006          RFn          3        908         TA
## 475      Attchd        2000          RFn          2        499         TA
## 476      Detchd        1996          Unf          2        624         TA
## 477      Attchd        1997          Fin          2        508         TA
## 478     BuiltIn        2006          Fin          3        694         TA
## 479      Attchd        2007          RFn          3        826         TA
## 480      Detchd        1995          Unf          2        672         TA
## 481      Attchd        2004          Fin          3        772         TA
## 482      Attchd        2003          Fin          3        874         TA
## 483      Attchd        1915          Unf          1        164         Fa
## 484      Attchd        1998          Unf          2        402         TA
## 485      Detchd        1963          Unf          1        264         TA
## 486      Attchd        1950          Unf          1        264         TA
## 487      Attchd        1965          RFn          2        515         TA
## 488      Attchd        1971          Unf          2        487         TA
## 489      Attchd        1970          Unf          2        520         TA
## 490      Attchd        1970          Unf          1        286         TA
## 491     BuiltIn        1976          Fin          1        336         TA
## 492      Attchd        1941          Unf          1        240         TA
## 493      Attchd        2006          RFn          2        429         TA
## 494      Detchd        1964          Unf          1        308         TA
## 495      Attchd        1938          Unf          1        273         TA
## 496        <NA>          NA         <NA>          0          0       <NA>
## 497      Attchd        1992          RFn          2        546         TA
## 498      Detchd        1925          Unf          1        240         TA
## 499      Attchd        1967          Fin          1        288         TA
## 500      Attchd        1958          Fin          1        297         TA
## 501      Detchd        1973          Unf          1        264         TA
## 502      Attchd        2005          RFn          2        603         TA
## 503      Detchd        1965          Unf          2        461         Fa
## 504      Attchd        1959          Fin          2        484         TA
## 505      Attchd        1974          Unf          2        440         TA
## 506      Detchd        1952          Unf          2        400         TA
## 507      Attchd        1993          RFn          2        471         TA
## 508      Attchd        2009          Fin          2        676         TA
## 509      Detchd        1928          Unf          2        360         TA
## 510      Attchd        1959          RFn          1        270         TA
## 511     CarPort        1951          Unf          1        288         TA
## 512      Attchd        2005          RFn          2        474         TA
## 513      Detchd        1964          Unf          2        624         TA
## 514      Attchd        1983          Unf          2        484         TA
## 515      Detchd        1926          Unf          1        200         Po
## 516      Attchd        2009          Fin          3        900         TA
## 517      Attchd        1972          RFn          2        583         TA
## 518      Attchd        1996          RFn          3        889         TA
## 519      Attchd        1998          RFn          2        546         TA
## 520      Detchd        1926          Unf          1        282         TA
## 521        <NA>          NA         <NA>          0          0       <NA>
## 522      Attchd        1957          Unf          1        336         TA
## 523      Detchd        1950          Unf          2        420         TA
## 524     BuiltIn        2007          Fin          3        884         TA
## 525      Attchd        1996          Fin          3        834         TA
## 526      Attchd        2005          Unf          2        453         TA
## 527      Attchd        1956          Unf          1        252         TA
## 528      Attchd        2008          Fin          3        858         TA
## 529        <NA>          NA         <NA>          0          0       <NA>
## 530      Attchd        1975          RFn          2        484         TA
## 531      Attchd        1988          RFn          2        600         TA
## 532      Detchd        1920          Fin          2        502         TA
## 533      Detchd        1967          Unf          1        392         TA
## 534        <NA>          NA         <NA>          0          0       <NA>
## 535      Attchd        2004          Fin          2        403         TA
## 536        <NA>          NA         <NA>          0          0       <NA>
## 537      Attchd        1998          Fin          2        527         TA
## 538      Detchd        1980          Unf          2        576         TA
## 539      Attchd        1968          Unf          1        336         TA
## 540      Attchd        2001          RFn          2        670         TA
## 541      Attchd        2006          Fin          3        765         TA
## 542     BuiltIn        2000          Fin          3        648         TA
## 543      Attchd        1998          Fin          2        583         TA
## 544      Attchd        1998          Fin          1        367         TA
## 545      Attchd        2006          RFn          2        426         TA
## 546      Attchd        1988          Unf          3        786         TA
## 547      Detchd        1950          Unf          2        440         TA
## 548      Detchd        1987          Unf          2        624         TA
## 549      Detchd        1963          RFn          2        720         TA
## 550     BuiltIn        2003          Fin          2        615         TA
## 551      Attchd        1977          RFn          2        440         TA
## 552      Attchd        1957          Fin          1        288         TA
## 553      Attchd        2006          RFn          3        908         TA
## 554      Detchd        2002          Fin          2        520         TA
## 555     BuiltIn        2003          RFn          3        871         TA
## 556      Detchd        1922          Unf          1        280         TA
## 557      Attchd        1957          Fin          1        299         TA
## 558     CarPort        1994          Unf          1        570         TA
## 559      Attchd        1996          Unf          2        406         TA
## 560      Attchd        2003          Fin          2        420         TA
## 561      Detchd        1957          Unf          2        528         TA
## 562      Attchd        1975          RFn          2        418         TA
## 563        <NA>          NA         <NA>          0          0       <NA>
## 564      Detchd        1955          Fin          2        396         TA
## 565      Attchd        1992          RFn          2        590         TA
## 566      Detchd        1920          Unf          1        216         TA
## 567     BuiltIn        2005          Fin          3        656         TA
## 568      Attchd        2004          RFn          2        532         TA
## 569     BuiltIn        1983          Fin          2        612         Gd
## 570      Detchd        1979          Unf          2        600         TA
## 571      Detchd        1987          Unf          2        576         TA
## 572      Attchd        1959          Unf          1        288         TA
## 573      Attchd        2009          RFn          2        650         TA
## 574     BuiltIn        2000          RFn          2        400         TA
## 575     BuiltIn        1971          Unf          1        288         TA
## 576      Detchd        1947          Unf          1        336         TA
## 577      Detchd        1928          Unf          1        216         TA
## 578      Attchd        1966          RFn          2        564         TA
## 579      Detchd        2007          Unf          2        540         TA
## 580      Attchd        1954          Unf          1        352         Fa
## 581      Attchd        1960          Unf          2        572         TA
## 582      Attchd        2009          RFn          3       1390         TA
## 583        <NA>          NA         <NA>          0          0       <NA>
## 584      Detchd        1988          Unf          2        880         Gd
## 585      Detchd        1935          Unf          1        240         TA
## 586      Attchd        2005          RFn          3        880         TA
## 587      Detchd        1961          Fin          1        275         TA
## 588      Detchd        1996          Unf          2        528         TA
## 589      Attchd        1968          Unf          1        452         TA
## 590      Detchd        1988          Unf          1        308         TA
## 591      Attchd        2004          RFn          2        520         TA
## 592     BuiltIn        2008          RFn          3        842         TA
## 593      Detchd        1985          Fin          2        816         TA
## 594      Attchd        2003          Fin          2        420         TA
## 595      Detchd        1981          Unf          1        280         TA
## 596      Attchd        2005          Fin          3        758         TA
## 597      Detchd        1930          Unf          1        216         TA
## 598      Attchd        2006          Fin          3        648         TA
## 599      Attchd        1977          Fin          2        621         TA
## 600      Attchd        1980          Fin          2        452         TA
## 601     BuiltIn        2003          Fin          2        736         TA
## 602      Detchd        1979          Unf          1        544         TA
## 603      Attchd        1992          Fin          2        506         TA
## 604      Detchd        2004          RFn          2        480         TA
## 605      Attchd        2002          RFn          2        530         TA
## 606      Attchd        1965          Unf          2        486         TA
## 607      Detchd        2000          Unf          2        576         TA
## 608      Attchd        1948          Unf          1        230         TA
## 609     Basment        1934          Unf          2        380         TA
## 610      Attchd        1961          Unf          1        261         TA
## 611      Attchd        2000          Fin          3        736         TA
## 612      Attchd        1978          Unf          2        564         TA
## 613     BuiltIn        2001          RFn          2        531         TA
## 614        <NA>          NA         <NA>          0          0       <NA>
## 615        <NA>          NA         <NA>          0          0       <NA>
## 616      Attchd        1963          RFn          2        480         TA
## 617      Attchd        2002          Fin          2        393         TA
## 618      Detchd        1962          Unf          2        528         TA
## 619      Attchd        2007          Unf          3        774         TA
## 620      Attchd        2003          Fin          3        749         TA
## 621        <NA>          NA         <NA>          0          0       <NA>
## 622      Attchd        1974          RFn          2        624         TA
## 623      Detchd        1986          Unf          2        484         TA
## 624      Detchd        2000          Unf          2        440         TA
## 625      Attchd        1972          RFn          2        484         TA
## 626      Attchd        1962          Unf          2        440         TA
## 627      Attchd        1960          RFn          1        286         TA
## 628     Basment        1955          RFn          1        364         TA
## 629      Attchd        1969          Unf          2        504         TA
## 630      Attchd        1964          RFn          2        520         TA
## 631      Detchd        1937          Unf          1        240         Fa
## 632      Attchd        2006          RFn          2        627         TA
## 633      Attchd        1977          Fin          2        544         TA
## 634      Attchd        1954          Unf          1        260         TA
## 635      Detchd        1980          Unf          2        576         TA
## 636        <NA>          NA         <NA>          0          0       <NA>
## 637        <NA>          NA         <NA>          0          0       <NA>
## 638     BuiltIn        1954          Unf          1        256         TA
## 639        <NA>          NA         <NA>          0          0       <NA>
## 640      Attchd        2006          Fin          3        648         TA
## 641      Attchd        2003          RFn          2        588         TA
## 642      Attchd        2001          Fin          2        650         TA
## 643      Attchd        1972          Fin          2        538         TA
## 644      Attchd        1969          Fin          2        462         TA
## 645      Attchd        2009          Fin          3        478         TA
## 646      Detchd        1979          Unf          2        576         TA
## 647      Detchd        1950          Unf          2        420         TA
## 648      Attchd        1953          RFn          2        495         TA
## 649      Attchd        1966          Unf          2        442         TA
## 650        <NA>          NA         <NA>          0          0       <NA>
## 651      Attchd        2007          RFn          2        562         TA
## 652      Detchd        1940          Unf          1        296         Fa
## 653      Attchd        1996          RFn          2        512         TA
## 654      Detchd        1906          Unf          1        216         TA
## 655      Attchd        1995          Fin          3        839         TA
## 656      Detchd        1971          Unf          1        264         TA
## 657      Attchd        1959          RFn          1        312         TA
## 658      Attchd        1931          RFn          1        270         TA
## 659      Attchd        1948          Unf          1        330         TA
## 660      Detchd        1968          Fin          2        480         TA
## 661      Attchd        1976          RFn          2        550         TA
## 662      Attchd        1994          RFn          3        711         TA
## 663      Attchd        1968          RFn          2        576         TA
## 664      Detchd        1974          RFn          2        588         TA
## 665      Attchd        2005          Fin          3       1134         TA
## 666      Attchd        2000          RFn          2        504         TA
## 667     CarPort        1965          Unf          2        596         TA
## 668      Attchd        1994          RFn          2        575         TA
## 669      Detchd        1999          Unf          2        576         TA
## 670      Detchd        1922          Unf          1        252         TA
## 671      Attchd        2005          Fin          2        540         TA
## 672      Detchd        1930          Unf          1        300         TA
## 673      Attchd        1977          RFn          2        546         TA
## 674      Attchd        1957          Fin          2        416         TA
## 675      Attchd        1965          RFn          1        384         TA
## 676      Attchd        1978          Unf          2        440         TA
## 677      2Types        1920          Unf          3        779         Fa
## 678      Detchd        1924          Unf          1        240         Fa
## 679      Attchd        2008          Fin          3        834         TA
## 680      Detchd        1963          Unf          2        572         TA
## 681      Attchd        1980          RFn          1        264         TA
## 682      Detchd        1968          Unf          1        281         TA
## 683      Attchd        1996          Unf          2        431         TA
## 684      Attchd        2002          Fin          3        702         TA
## 685      Attchd        1998          Fin          2        486         TA
## 686      Attchd        1984          Fin          2        577         TA
## 687      Attchd        2007          Fin          2        578         TA
## 688      Detchd        2004          Unf          2        480         TA
## 689      Attchd        2007          RFn          2        567         TA
## 690      Attchd        2005          RFn          2        460         TA
## 691      Attchd        2004          RFn          2        420         TA
## 692      Attchd        1994          Fin          3        832         TA
## 693      Attchd        1989          RFn          2        628         TA
## 694      Detchd        1968          Unf          1        326         TA
## 695      Detchd        1995          Unf          2        576         TA
## 696      Attchd        1987          Unf          2        551         TA
## 697      Detchd        1921          Unf          1        205         TA
## 698      Detchd        1952          Unf          1        308         TA
## 699      Detchd        1973          Unf          1        336         TA
## 700      Attchd        2004          RFn          2        530         TA
## 701      Attchd        2002          Fin          3        765         TA
## 702      Attchd        1969          Unf          2        528         TA
## 703     BuiltIn        2006          Fin          3        666         TA
## 704      Detchd        1999          Unf          2        672         TA
## 705      Attchd        2004          RFn          2        606         TA
## 706        <NA>          NA         <NA>          0          0       <NA>
## 707      Attchd        1971          Unf          2        739         TA
## 708      Attchd        2006          Fin          2        550         TA
## 709      Attchd        2007          Fin          2        400         TA
## 710      Attchd        1966          Unf          1        408         TA
## 711        <NA>          NA         <NA>          0          0       <NA>
## 712      Detchd        1964          RFn          1        384         TA
## 713      Attchd        1988          Fin          2        472         TA
## 714      Detchd        1970          Unf          2        576         TA
## 715      Attchd        1976          RFn          2        475         TA
## 716      Attchd        1974          RFn          2        478         TA
## 717      Detchd        1996          Unf          2        704         TA
## 718      Attchd        1973          Unf          2        439         TA
## 719      Attchd        1993          RFn          3        983         TA
## 720      Attchd        1969          Unf          1        300         TA
## 721      Attchd        1985          RFn          2        564         TA
## 722      Attchd        2004          RFn          2        420         TA
## 723      Detchd        1994          Unf          2        463         TA
## 724      Detchd        1958          Unf          1        548         TA
## 725      Attchd        2007          Fin          3        768         TA
## 726      Detchd        1989          Unf          2        660         TA
## 727      Attchd        1988          Fin          2        540         TA
## 728      Attchd        2007          RFn          2        632         TA
## 729      Detchd        1968          Unf          3        888         TA
## 730      Detchd        1962          Unf          2        539         TA
## 731      Attchd        1995          RFn          2        608         TA
## 732      Attchd        2003          Fin          2        438         TA
## 733      Attchd        1998          Fin          2        541         TA
## 734      Attchd        1961          RFn          1        264         TA
## 735      Attchd        1968          Unf          1        300         TA
## 736      Detchd        1914          Unf          2        320         TA
## 737      Detchd        1949          Unf          2        400         TA
## 738      Attchd        2005          Fin          3        800         TA
## 739        <NA>          NA         <NA>          0          0       <NA>
## 740      Attchd        2004          RFn          2        572         TA
## 741      Detchd        1910          Unf          2        360         TA
## 742      Detchd        1962          Unf          1        288         TA
## 743      Attchd        2000          Unf          2        539         TA
## 744      Attchd        1997          RFn          2        480         TA
## 745      Attchd        1993          RFn          2        462         TA
## 746     BuiltIn        1994          Fin          2        831         TA
## 747     BuiltIn        2000          Fin          2        554         TA
## 748      Detchd        1950          Unf          4        864         TA
## 749      Attchd        1996          Fin          2        527         TA
## 750      Detchd        1945          Unf          1        240         TA
## 751        <NA>          NA         <NA>          0          0       <NA>
## 752      Attchd        2003          Fin          2        400         TA
## 753      Attchd        1997          RFn          2        576         TA
## 754      Attchd        2005          RFn          3        878         TA
## 755      Detchd        1969          RFn          2        440         TA
## 756      Detchd        1999          Unf          2        440         TA
## 757      Attchd        2007          RFn          2        578         TA
## 758      Attchd        1978          Fin          2        440         TA
## 759      Detchd        1999          Unf          2        440         TA
## 760      Attchd        1995          RFn          3        752         TA
## 761      Detchd        2008          Unf          1        300         Ex
## 762      Detchd        1965          Unf          2        440         TA
## 763      Attchd        2009          Unf          2        614         TA
## 764      Attchd        1999          RFn          3        856         TA
## 765      Attchd        1995          Fin          2        481         TA
## 766      Attchd        2008          Fin          2        592         TA
## 767      Attchd        1988          Unf          2        496         TA
## 768      Attchd        1989          Unf          1        423         TA
## 769      Attchd        2004          Fin          2        484         TA
## 770     BuiltIn        2003          Fin          3        841         TA
## 771      Detchd        1983          Unf          2        576         TA
## 772      Detchd        1951          Unf          2        396         TA
## 773      Detchd        1976          Unf          2        672         TA
## 774      Attchd        1958          RFn          1        275         TA
## 775      Attchd        2006          Fin          3        895         TA
## 776      Attchd        1998          Fin          2        412         TA
## 777      Attchd        2005          RFn          3        865         TA
## 778      Attchd        1974          Unf          2        440         TA
## 779      Detchd        1977          Unf          2        630         TA
## 780      Attchd        1977          Unf          2        504         TA
## 781      Attchd        1995          Fin          2        402         TA
## 782      Attchd        1992          RFn          2        484         TA
## 783      Attchd        2001          RFn          2        605         TA
## 784      Attchd        1978          Fin          2        602         TA
## 785        <NA>          NA         <NA>          0          0       <NA>
## 786      Attchd        1967          Unf          2        457         TA
## 787      Detchd        1961          Unf          1        416         TA
## 788     BuiltIn        2004          RFn          2        618         TA
## 789      Detchd        1954          Unf          1        281         Fa
## 790      Attchd        1966          Fin          2        444         TA
## 791      Attchd        2005          Fin          2        397         TA
## 792      Attchd        1976          RFn          2        539         TA
## 793      Attchd        1997          Unf          2        455         TA
## 794      Attchd        2007          Fin          2        474         TA
## 795      Attchd        1994          Fin          2        409         TA
## 796      Attchd        1980          Unf          2        476         TA
## 797      Attchd        1977          RFn          2        528         TA
## 798      Attchd        1953          Unf          1        240         TA
## 799     BuiltIn        2009          Fin          3        820         TA
## 800      Detchd        1939          Unf          1        240         TA
## 801      Attchd        1997          RFn          2        603         TA
## 802      Detchd        1957          Unf          2        440         TA
## 803      Attchd        2005          Fin          2        410         TA
## 804     BuiltIn        2009          RFn          3       1020         TA
## 805      Attchd        1954          Unf          1        286         TA
## 806      Attchd        2008          RFn          2        554         TA
## 807      Attchd        1967          Fin          1        384         TA
## 808      Attchd        1923          RFn          2        528         TA
## 809      Attchd        1966          RFn          2        484         TA
## 810      Detchd        1910          Unf          2        360         Fa
## 811      Attchd        1974          RFn          2        484         TA
## 812      Attchd        2004          Fin          2        420         TA
## 813     Basment        1952          Unf          2        504         TA
## 814      Attchd        1958          RFn          1        301         TA
## 815      Detchd        1955          Unf          1        280         TA
## 816      Attchd        1998          RFn          2        598         TA
## 817      Attchd        1954          RFn          1        275         TA
## 818      Attchd        2002          RFn          3        857         TA
## 819      Attchd        1971          Unf          2        440         TA
## 820      Attchd        2010          RFn          2        484         TA
## 821      Attchd        2003          RFn          2        595         TA
## 822      Detchd        1974          Unf          2        576         TA
## 823     BuiltIn        2003          Fin          2        433         TA
## 824      Detchd        1940          Unf          1        240         TA
## 825      Attchd        2006          RFn          2        776         TA
## 826      Attchd        2007          Fin          3       1220         TA
## 827        <NA>          NA         <NA>          0          0       <NA>
## 828      Attchd        2001          RFn          2        527         TA
## 829      Attchd        1967          Fin          2        538         TA
## 830      Detchd        2005          RFn          2        480         TA
## 831      Attchd        1957          RFn          2        458         TA
## 832      Detchd        2005          RFn          2        480         TA
## 833      Attchd        2003          RFn          2        613         TA
## 834      Attchd        1964          RFn          2        472         TA
## 835      Attchd        1961          Unf          2        456         TA
## 836      Attchd        1996          Unf          2        436         TA
## 837      Detchd        1948          Unf          2        812         TA
## 838      Detchd        1973          Unf          1        264         TA
## 839      Attchd        1999          Unf          1        352         TA
## 840      Detchd        1946          Unf          1        240         TA
## 841      Detchd        1934          Unf          1        400         TA
## 842      Detchd        1983          Unf          2        686         Gd
## 843      Attchd        1966          RFn          2        490         Gd
## 844        <NA>          NA         <NA>          0          0       <NA>
## 845      Detchd        1949          Unf          3        720         TA
## 846     Basment        1975          Fin          2        611         TA
## 847      Attchd        1993          Unf          2        425         TA
## 848      Attchd        1972          Unf          1        338         TA
## 849      Detchd        1908          Unf          2        360         Fa
## 850      Attchd        1976          RFn          2        512         TA
## 851      Attchd        2003          Fin          2        420         TA
## 852      Attchd        2003          Fin          2        400         TA
## 853      Detchd        1941          Unf          1        240         TA
## 854      Attchd        1964          RFn          2        645         TA
## 855      Attchd        1955          Unf          2        454         TA
## 856      Detchd        1962          Unf          1        260         TA
## 857      Detchd        1981          Unf          2        576         TA
## 858      Attchd        1994          Fin          2        343         TA
## 859      Attchd        1976          RFn          2        479         TA
## 860      Attchd        1968          Unf          2        619         TA
## 861      Detchd        1925          Unf          1        216         TA
## 862      Attchd        1965          Unf          2        504         TA
## 863      Attchd        1986          Unf          2        480         TA
## 864      Attchd        1959          Unf          1        672         TA
## 865      Attchd        2008          Fin          2        529         TA
## 866      Detchd        1973          Unf          2        902         TA
## 867      Attchd        2007          RFn          3        870         TA
## 868      Attchd        1961          RFn          2        544         TA
## 869      Attchd        1979          Unf          2        672         TA
## 870      Attchd        1993          Fin          2        574         TA
## 871      Detchd        1962          Unf          1        308         TA
## 872      Attchd        1998          RFn          2        523         TA
## 873      Attchd        1953          Unf          2        414         TA
## 874      Attchd        1949          Unf          1        288         TA
## 875      Detchd        1941          Unf          1        200         TA
## 876     BuiltIn        2007          Fin          2        550         TA
## 877      Attchd        1963          Unf          2        648         TA
## 878      Attchd        2004          Fin          3        738         TA
## 879      Detchd        1987          Unf          2        576         TA
## 880      Attchd        1978          Unf          1        336         TA
## 881      Attchd        2005          Fin          2        450         TA
## 882      Attchd        1990          RFn          2        400         TA
## 883     BuiltIn        1993          RFn          2        389         TA
## 884      Detchd        1997          Unf          1        440         TA
## 885      Attchd        1967          RFn          1        288         TA
## 886      Attchd        1999          Fin          2        506         TA
## 887      Attchd        2005          Fin          2        588         TA
## 888      Attchd        1955          Unf          1        300         TA
## 889      Attchd        1970          Unf          2        621         TA
## 890      Attchd        1953          RFn          2        505         TA
## 891      Detchd        2003          Unf          2        576         TA
## 892      Attchd        1978          RFn          2        440         TA
## 893      Attchd        1963          RFn          1        264         TA
## 894      Attchd        1954          Unf          1        354         TA
## 895      Attchd        1979          Unf          2        400         TA
## 896      Attchd        1963          RFn          2        483         TA
## 897      Detchd        1936          Unf          1        327         TA
## 898      Detchd        1979          Unf          2        528         TA
## 899      Attchd        2009          Fin          3        820         TA
## 900      Attchd        1961          Unf          1        288         TA
## 901      Detchd        1979          Unf          1        684         TA
## 902      Detchd        1968          Unf          1        756         TA
## 903      Attchd        2003          Fin          2        393         TA
## 904      Attchd        2006          RFn          3        690         TA
## 905      Attchd        1967          Unf          1        288         TA
## 906      Attchd        1954          RFn          1        280         TA
## 907      Attchd        2006          RFn          3        865         TA
## 908      Attchd        1936          Fin          1        180         Fa
## 909      Attchd        1983          Unf          2        484         TA
## 910      Attchd        2005          Fin          2        390         TA
## 911      Detchd        1960          Unf          2        480         TA
## 912      Detchd        1978          Unf          1        252         TA
## 913      Detchd        1925          Unf          1        450         TA
## 914      2Types        1949          Unf          3        871         TA
## 915      Detchd        2009          RFn          2        528         TA
## 916      Attchd        1970          Unf          1        286         TA
## 917      Detchd        1958          Unf          1        308         TA
## 918      Attchd        1956          RFn          1        284         TA
## 919      Attchd        1991          RFn          3        833         TA
## 920      Attchd        1990          Unf          2        601         TA
## 921      Attchd        1994          RFn          2        471         TA
## 922        <NA>          NA         <NA>          0          0       <NA>
## 923      Attchd        2005          Fin          2        397         TA
## 924      Attchd        1993          RFn          2        533         TA
## 925      Attchd        1980          Unf          2        612         TA
## 926      Attchd        1977          RFn          2        540         TA
## 927     BuiltIn        2003          Fin          3        656         TA
## 928      Attchd        1968          RFn          2        486         TA
## 929      Attchd        2001          RFn          2        522         TA
## 930     BuiltIn        1997          Fin          2        642         TA
## 931      Attchd        2007          Fin          3        610         TA
## 932      Detchd        1965          Unf          1        429         TA
## 933      Attchd        2006          Fin          3        788         TA
## 934      Attchd        2004          RFn          2        570         TA
## 935      Attchd        1960          RFn          2        505         TA
## 936      Detchd        1953          Unf          2        528         TA
## 937      Attchd        2003          RFn          2        555         TA
## 938      Attchd        2005          RFn          2        689         TA
## 939      Attchd        2006          RFn          3        868         TA
## 940      Attchd        1940          Unf          1        349         TA
## 941      Attchd        1976          Unf          2        574         TA
## 942     BuiltIn        1999          RFn          2        390         TA
## 943        <NA>          NA         <NA>          0          0       <NA>
## 944      Attchd        1967          Unf          2        576         TA
## 945     Basment        1958          RFn          2        525         TA
## 946      Detchd        1963          Unf          2        456         TA
## 947      Attchd        1959          RFn          1        796         TA
## 948      Attchd        2002          Fin          3        808         TA
## 949      Attchd        2002          RFn          2        474         TA
## 950      Attchd        1972          RFn          2        676         TA
## 951      Detchd        1980          RFn          2        720         TA
## 952      Detchd        1979          Unf          1        300         TA
## 953      Detchd        1974          Fin          1        396         TA
## 954      Attchd        1969          RFn          2        530         TA
## 955        <NA>          NA         <NA>          0          0       <NA>
## 956      Attchd        1946          Unf          2        492         TA
## 957      Attchd        1980          Fin          2        462         TA
## 958      Detchd        1977          Fin          2        576         TA
## 959      Attchd        2003          RFn          2        531         TA
## 960      Detchd        1999          Unf          2        484         TA
## 961        <NA>          NA         <NA>          0          0       <NA>
## 962      Attchd        1977          Fin          2        619         TA
## 963      Detchd        1976          Unf          2        440         TA
## 964      Attchd        2007          Fin          2        702         TA
## 965     BuiltIn        2002          Fin          2        510         TA
## 966      Attchd        2005          Fin          2        393         TA
## 967      Detchd        1940          Unf          1        256         TA
## 968      Attchd        1955          Unf          1        260         TA
## 969        <NA>          NA         <NA>          0          0       <NA>
## 970      Attchd        1958          RFn          1        264         TA
## 971        <NA>          NA         <NA>          0          0       <NA>
## 972     BuiltIn        2003          RFn          2        474         TA
## 973      Attchd        1979          Unf          1        264         TA
## 974      Attchd        2007          Fin          2        480         TA
## 975      Detchd        1997          Unf          2        532         TA
## 976      Detchd        2000          Unf          2        490         TA
## 977        <NA>          NA         <NA>          0          0       <NA>
## 978      Attchd        2007          Fin          2        569         TA
## 979      Detchd        1999          Unf          2        400         TA
## 980      Detchd        1963          Unf          2        480         TA
## 981      Attchd        1961          RFn          2        588         TA
## 982      Attchd        1998          Fin          3        676         TA
## 983      Attchd        2007          Fin          2        388         TA
## 984      Attchd        2002          Unf          2        779         TA
## 985      Attchd        1977          Unf          2        539         TA
## 986      Detchd        1950          Unf          1        240         TA
## 987      Attchd        1950          Unf          1        255         Fa
## 988      Attchd        2010          Fin          3        606         TA
## 989      Attchd        1976          Fin          2        551         TA
## 990      Attchd        2006          RFn          2        614         TA
## 991      Attchd        1997          Fin          3        870         TA
## 992      Attchd        1925          Unf          2        424         TA
## 993      Attchd        1964          RFn          2        440         TA
## 994      Attchd        2005          RFn          2        564         TA
## 995      Attchd        2008          Fin          3        786         TA
## 996      Detchd        1946          Unf          1        305         TA
## 997      Attchd        1961          Unf          1        368         TA
## 998      Attchd        1970          RFn          2        615         TA
## 999      Detchd        1922          Unf          1        210         TA
## 1000     Attchd        2006          RFn          2        632         TA
## 1001     Detchd        1956          Unf          2        528         TA
## 1002     Detchd        1920          Unf          1        216         Fa
## 1003     Attchd        2006          RFn          3        824         TA
## 1004     Detchd        1976          Unf          2        528         TA
## 1005     Attchd        2005          Fin          2        457         TA
## 1006     Attchd        1977          Unf          1        328         TA
## 1007     Attchd        1970          Unf          2        484         TA
## 1008     Attchd        1970          RFn          1        286         TA
## 1009     Attchd        2004          Fin          2        550         TA
## 1010       <NA>          NA         <NA>          0          0       <NA>
## 1011     Attchd        1948          Unf          1        312         TA
## 1012       <NA>          NA         <NA>          0          0       <NA>
## 1013     Detchd        1923          Unf          1        180         TA
## 1014     Detchd        1956          Unf          1        280         TA
## 1015     Detchd        1948          Unf          1        240         TA
## 1016     Attchd        2001          Fin          2        528         TA
## 1017     Attchd        1996          Fin          2        478         TA
## 1018     Attchd        1984          RFn          2        565         TA
## 1019     Attchd        1991          RFn          2        402         TA
## 1020     Attchd        2005          Fin          2        440         TA
## 1021     Attchd        2005          Fin          2        451         TA
## 1022     Attchd        2006          RFn          2        632         TA
## 1023     Detchd        1957          Unf          1        160         Fa
## 1024     Attchd        2005          Fin          2        437         TA
## 1025     Attchd        1976          Fin          2        665         TA
## 1026     Detchd        1980          Unf          2        461         TA
## 1027     Attchd        1960          Unf          2        461         TA
## 1028     Attchd        2008          RFn          3        800         TA
## 1029     Attchd        1941          Unf          1        240         TA
## 1030     Detchd        1972          Unf          1        264         TA
## 1031       <NA>          NA         <NA>          0          0       <NA>
## 1032    Basment        1970          Fin          2        672         TA
## 1033     Attchd        1993          RFn          3        796         TA
## 1034     Attchd        2002          Unf          3        900         TA
## 1035    Basment        1938          Unf          1        240         Fa
## 1036     Detchd        1957          Unf          1        290         TA
## 1037     Attchd        2008          Fin          3        912         TA
## 1038    BuiltIn        2001          Fin          2        905         TA
## 1039       <NA>          NA         <NA>          0          0       <NA>
## 1040     Attchd        1970          Unf          1        286         TA
## 1041     Attchd        1957          RFn          2        484         TA
## 1042     Attchd        1966          Unf          2        484         TA
## 1043     Attchd        2005          RFn          2        624         TA
## 1044     Attchd        1990          Unf          2        514         TA
## 1045     Attchd        1981          Fin          2        542         TA
## 1046     Attchd        1955          Unf          2        452         TA
## 1047    BuiltIn        2005          Fin          3        716         TA
## 1048     Detchd        1996          Unf          2        672         TA
## 1049     Attchd        1960          Unf          2        336         TA
## 1050     Detchd        1946          Unf          1        308         TA
## 1051     Attchd        2007          Fin          2        436         TA
## 1052     Attchd        2007          Fin          2        440         TA
## 1053     Attchd        1964          RFn          2        540         TA
## 1054    Basment        1957          Unf          1        364         TA
## 1055     Attchd        2002          Fin          2        586         TA
## 1056     Attchd        1976          Fin          2        478         TA
## 1057     Attchd        2005          RFn          2        484         TA
## 1058    BuiltIn        1994          Fin          2        467         TA
## 1059     Attchd        2008          Fin          3        836         TA
## 1060     Detchd        1977          Unf          2        432         TA
## 1061     Attchd        2001          Fin          2        582         TA
## 1062     Detchd        1994          RFn          3       1248         TA
## 1063     Detchd        1945          Unf          2        560         TA
## 1064     Detchd        1976          Unf          2        440         TA
## 1065     Attchd        1966          RFn          2        480         TA
## 1066     Attchd        1996          RFn          2        533         TA
## 1067     Attchd        1993          RFn          2        380         TA
## 1068     Attchd        1964          RFn          2        442         TA
## 1069     Attchd        1973          Fin          2        576         TA
## 1070     Detchd        1985          Unf          2        576         TA
## 1071     Attchd        1956          Unf          1        286         TA
## 1072     Attchd        1968          Unf          2        441         TA
## 1073     Detchd        1954          Unf          1        280         TA
## 1074     Attchd        1977          Fin          2        440         TA
## 1075     Attchd        2006          RFn          3        826         TA
## 1076     Attchd        1940          Unf          1        240         TA
## 1077     Attchd        1950          Unf          2        566         TA
## 1078     Attchd        1969          Fin          1        299         TA
## 1079     Attchd        2004          RFn          2        420         TA
## 1080     Attchd        1996          Unf          1        299         TA
## 1081     Attchd        1971          RFn          2        528         TA
## 1082     Attchd        1963          Fin          1        308         TA
## 1083     Attchd        2002          RFn          2        527         TA
## 1084     Attchd        1964          RFn          1        461         TA
## 1085     Attchd        1995          Fin          2        409         TA
## 1086     Attchd        1992          Unf          2        564         TA
## 1087     Attchd        1973          RFn          1        286         TA
## 1088     Attchd        2005          RFn          3       1043         TA
## 1089     Detchd        2004          Unf          2        380         TA
## 1090     Attchd        2005          Fin          2        550         TA
## 1091     Detchd        1987          Unf          2        400         TA
## 1092     Detchd        1999          Unf          2        462         TA
## 1093     Detchd        1925          Unf          2        576         TA
## 1094     Detchd        1977          Unf          2        884         TA
## 1095     Attchd        1956          Fin          1        308         TA
## 1096     Attchd        2006          RFn          2        440         TA
## 1097       <NA>          NA         <NA>          0          0       <NA>
## 1098     Attchd        1987          RFn          2        461         TA
## 1099     Detchd        1936          Unf          1        240         TA
## 1100     Attchd        1978          RFn          2        478         TA
## 1101     Detchd        1930          Unf          1        246         TA
## 1102     Detchd        1981          Unf          1        280         TA
## 1103     Attchd        1960          RFn          1        254         TA
## 1104    BuiltIn        1954          Fin          2        539         TA
## 1105     Detchd        1970          Unf          2        440         TA
## 1106     Attchd        1994          RFn          2        712         TA
## 1107     Attchd        1990          Fin          2        719         TA
## 1108    BuiltIn        2006          RFn          2        422         TA
## 1109     Attchd        2000          RFn          2        463         TA
## 1110     Attchd        2004          Fin          3        862         TA
## 1111     Attchd        1995          Fin          2        431         TA
## 1112     Attchd        1976          RFn          2        483         TA
## 1113     Detchd        1957          Unf          1        308         TA
## 1114     Attchd        1953          Unf          1        240         TA
## 1115     Detchd        1955          Unf          1        326         TA
## 1116     Attchd        2007          RFn          3        928         TA
## 1117    BuiltIn        2002          Fin          2        527         TA
## 1118     Attchd        1967          RFn          2        450         TA
## 1119    BuiltIn        1958          RFn          1        300         TA
## 1120     Attchd        1959          RFn          1        286         TA
## 1121     Detchd        1920          Unf          1        308         TA
## 1122     Attchd        2005          RFn          3        782         TA
## 1123    Basment        1956          Unf          1        288         TA
## 1124       <NA>          NA         <NA>          0          0       <NA>
## 1125     Attchd        1992          Fin          2        392         TA
## 1126     Detchd        1977          Unf          2        672         Fa
## 1127     Attchd        2007          Fin          3        660         TA
## 1128     Attchd        2004          Fin          3        630         TA
## 1129    BuiltIn        2004          Fin          2        434         TA
## 1130     Detchd        1980          Unf          2        672         TA
## 1131     Detchd        1981          Unf          2        576         TA
## 1132       <NA>          NA         <NA>          0          0       <NA>
## 1133     Detchd        1930          Unf          1        205         Fa
## 1134     Attchd        1995          RFn          2        466         TA
## 1135     Attchd        1997          Fin          2        460         TA
## 1136     Detchd        1926          Unf          1        180         TA
## 1137     Attchd        1950          Unf          1        288         TA
## 1138       <NA>          NA         <NA>          0          0       <NA>
## 1139     Attchd        1977          RFn          2        714         TA
## 1140     Detchd        1972          Unf          2        495         TA
## 1141     Detchd        1988          Unf          2        840         TA
## 1142     Attchd        1976          Unf          2        484         TA
## 1143    BuiltIn        2006          RFn          3       1052         TA
## 1144       <NA>          NA         <NA>          0          0       <NA>
## 1145     Detchd        1941          Unf          1        280         TA
## 1146     Detchd        1928          Unf          1        225         TA
## 1147     Attchd        1985          Unf          2        403         TA
## 1148     Attchd        1941          Unf          1        234         TA
## 1149     Detchd        1982          Unf          1        288         TA
## 1150     Detchd        1930          Unf          2        324         TA
## 1151     Attchd        1950          Unf          1        306         TA
## 1152     Attchd        1959          Fin          2        528         TA
## 1153     Attchd        1956          Fin          2        470         TA
## 1154     Detchd        2002          Unf          1        432         TA
## 1155     Attchd        1965          Unf          2        492         TA
## 1156     Attchd        1976          RFn          2        528         TA
## 1157     Attchd        1965          RFn          2        502         TA
## 1158     Attchd        2008          RFn          2        626         TA
## 1159     Attchd        2008          RFn          3        830         TA
## 1160     Attchd        1974          RFn          2        540         Gd
## 1161     Attchd        1978          Unf          2        440         TA
## 1162     Detchd        1993          Unf          2        924         TA
## 1163     Attchd        1968          Fin          2        450         TA
## 1164    CarPort        1969          Unf          2        400         Fa
## 1165     Attchd        1978          Unf          2        588         TA
## 1166     Attchd        2009          RFn          2        644         TA
## 1167     Attchd        2008          RFn          3        776         TA
## 1168     Attchd        2000          Fin          2        472         TA
## 1169    Basment        1935          Unf          2        540         TA
## 1170     Attchd        1995          Fin          3        807         TA
## 1171     Attchd        1977          Fin          1        358         TA
## 1172     Attchd        1958          RFn          2        433         TA
## 1173     Detchd        2006          Fin          2        625         TA
## 1174       <NA>          NA         <NA>          0          0       <NA>
## 1175     Detchd        1932          Unf          2        360         TA
## 1176     Attchd        1992          Fin          2        541         TA
## 1177     Attchd        1984          Unf          1        264         TA
## 1178     Detchd        1926          Unf          1        210         TA
## 1179     Detchd        1921          Unf          1        186         Fa
## 1180       <NA>          NA         <NA>          0          0       <NA>
## 1181     Attchd        1990          Fin          2        693         TA
## 1182     Attchd        2008          Fin          2        482         TA
## 1183     Attchd        1996          Fin          3        813         TA
## 1184     Detchd        1970          Unf          2        720         TA
## 1185     2Types        1963          RFn          3        995         TA
## 1186     Attchd        1965          Unf          1        392         TA
## 1187    CarPort        1920          Unf          2        420         Fa
## 1188     Attchd        1994          RFn          3        757         TA
## 1189     Attchd        2002          RFn          2        493         TA
## 1190     Attchd        1999          Fin          2        442         TA
## 1191     2Types        1975          Fin          4       1356         TA
## 1192     Detchd        1999          Unf          2        492         TA
## 1193     Detchd        1925          Unf          1        250         TA
## 1194     Attchd        1999          Fin          2        402         TA
## 1195     Attchd        1969          Fin          1        299         TA
## 1196     Attchd        2005          Fin          2        400         TA
## 1197    BuiltIn        2006          Fin          3        660         TA
## 1198     Detchd        1916          Unf          1        225         TA
## 1199     Attchd        2001          RFn          2        573         TA
## 1200     Attchd        1974          Unf          2        459         TA
## 1201     Attchd        1972          Unf          1        280         TA
## 1202     Attchd        1998          RFn          2        546         TA
## 1203     Detchd        1960          Unf          1        216         TA
## 1204     Attchd        2000          Unf          2        451         TA
##      GarageCond PavedDrive WoodDeckSF OpenPorchSF EnclosedPorch X3SsnPorch
## 1            TA          Y          0          61             0          0
## 2            TA          Y        298           0             0          0
## 3            TA          Y          0          42             0          0
## 4            TA          Y          0          35           272          0
## 5            TA          Y        192          84             0          0
## 6            TA          Y         40          30             0        320
## 7            TA          Y        255          57             0          0
## 8            TA          Y        235         204           228          0
## 9            TA          Y         90           0           205          0
## 10           TA          Y          0           4             0          0
## 11           TA          Y          0           0             0          0
## 12           TA          Y        147          21             0          0
## 13           TA          Y        140           0             0          0
## 14           TA          Y        160          33             0          0
## 15           TA          Y          0         213           176          0
## 16           TA          Y         48         112             0          0
## 17           TA          Y          0           0             0          0
## 18           TA          Y          0           0             0          0
## 19           TA          Y          0         102             0          0
## 20           TA          Y          0           0             0          0
## 21           TA          Y        240         154             0          0
## 22           TA          N          0           0           205          0
## 23           TA          Y        171         159             0          0
## 24           TA          Y        100         110             0          0
## 25           TA          Y        406          90             0          0
## 26           TA          Y          0          56             0          0
## 27           TA          Y        222          32             0          0
## 28           TA          Y          0          50             0          0
## 29           TA          Y        288         258             0          0
## 30           TA          Y         49           0            87          0
## 31           Fa          N          0          54           172          0
## 32           TA          Y          0          65             0          0
## 33           TA          Y          0          30             0          0
## 34           TA          Y          0          38             0          0
## 35           TA          Y        203          47             0          0
## 36           TA          Y        113          32             0          0
## 37           TA          Y        392          64             0          0
## 38           TA          Y          0           0             0          0
## 39           TA          Y          0          52             0          0
## 40         <NA>          N          0           0             0          0
## 41           TA          Y          0         138             0          0
## 42           TA          P          0         104             0          0
## 43           Gd          Y        240           0             0          0
## 44           TA          Y        145           0             0          0
## 45           TA          Y          0           0             0          0
## 46           TA          Y        196          82             0          0
## 47           TA          Y        168          43             0          0
## 48           TA          Y          0         146             0          0
## 49         <NA>          N          0           0           102          0
## 50           TA          Y          0           0             0          0
## 51           TA          Y          0          75             0          0
## 52           TA          Y        112           0             0          0
## 53           TA          Y        106           0             0          0
## 54           TA          Y        857          72             0          0
## 55           TA          Y          0          50             0          0
## 56           TA          Y          0           0             0        407
## 57           TA          Y        115           0             0          0
## 58           TA          Y          0          70             0          0
## 59           TA          Y        192           0            37          0
## 60           TA          Y        196           0             0          0
## 61           TA          Y          0          50             0          0
## 62           TA          N          0           0           144          0
## 63           TA          Y        120          49             0          0
## 64           TA          Y         12          11            64          0
## 65           TA          Y        576          36             0          0
## 66           TA          Y        192         151             0          0
## 67           TA          Y        301           0             0          0
## 68           TA          Y        144          29             0          0
## 69           TA          Y          0           0             0          0
## 70           TA          Y          0          21           114          0
## 71           TA          Y        300           0             0          0
## 72           TA          Y          0           0             0          0
## 73           TA          Y          0          94             0          0
## 74           TA          Y          0           0             0          0
## 75           TA          Y          0           0           202          0
## 76           TA          Y        120         101             0          0
## 77           TA          Y          0           0             0          0
## 78           TA          Y          0           0             0          0
## 79         <NA>          Y          0           0             0          0
## 80           TA          Y         74           0           128          0
## 81           TA          Y          0          72             0          0
## 82           TA          Y          0         199             0          0
## 83           TA          Y        144          99             0          0
## 84           TA          Y         74           0             0          0
## 85           TA          Y        120          72             0          0
## 86           TA          Y        127          82             0          0
## 87           TA          Y        100          38             0          0
## 88           TA          Y          0         234             0          0
## 89         <NA>          N          0           0           156          0
## 90         <NA>          Y          0           0             0          0
## 91           TA          Y          0          29             0          0
## 92           TA          Y          0           0             0          0
## 93           TA          Y          0           0            44          0
## 94           TA          Y          0           0             0          0
## 95           TA          Y          0         162             0          0
## 96           TA          Y        232          63             0          0
## 97           TA          Y        158          29             0          0
## 98           TA          P        120           0             0          0
## 99           TA          Y          0           0            77          0
## 100        <NA>          Y        352           0             0          0
## 101          TA          Y        168          68             0          0
## 102          TA          Y        192          46             0          0
## 103          TA          Y          0           0             0          0
## 104          TA          Y          0          36             0          0
## 105          TA          Y          0           0             0          0
## 106          TA          Y        140          45             0          0
## 107          Fa          N          0           0             0          0
## 108          TA          Y          0           0             0          0
## 109        <NA>          N          0           0           144          0
## 110          TA          Y          0         122             0          0
## 111          TA          Y        182           0             0          0
## 112          TA          Y        180           0             0          0
## 113          TA          Y        120         184             0          0
## 114          TA          Y        166         120           192          0
## 115          TA          Y        224           0             0          0
## 116          TA          Y          0          32             0          0
## 117          TA          Y          0          20           144          0
## 118          TA          Y         80          64             0          0
## 119          TA          Y        367           0             0          0
## 120          TA          Y          0          24             0          0
## 121          TA          Y          0         130             0        130
## 122          TA          P          0           0           140          0
## 123          TA          Y          0           0             0          0
## 124          TA          Y          0          63             0          0
## 125          TA          Y        192           0             0          0
## 126        <NA>          N         53           0             0          0
## 127          TA          Y          0         205             0          0
## 128        <NA>          N          0           0             0          0
## 129          TA          Y        188         108             0          0
## 130          TA          Y          0          80             0        180
## 131          TA          Y        105          66             0          0
## 132          TA          Y         24          48             0          0
## 133          TA          Y          0           0             0          0
## 134          TA          Y        192          25             0          0
## 135          TA          Y          0          96           180          0
## 136          TA          Y         98           0             0          0
## 137          TA          Y          0         111             0          0
## 138          TA          Y          0           0             0          0
## 139          TA          Y        224         106             0          0
## 140          TA          Y        276          99             0          0
## 141        <NA>          Y          0           0             0          0
## 142          TA          Y        160          24             0          0
## 143          TA          Y          0           0             0          0
## 144          TA          Y        144          29             0          0
## 145          TA          Y          0           0             0          0
## 146          TA          Y          0          40             0          0
## 147          TA          Y         48           0             0          0
## 148          TA          Y        144          48             0          0
## 149        <NA>          Y          0           0             0          0
## 150          TA          Y        200         114             0          0
## 151          TA          Y          0           0             0          0
## 152          TA          Y          0         102             0          0
## 153          TA          Y          0          66             0          0
## 154          TA          Y        409           0             0          0
## 155          Fa          Y          0           0           228          0
## 156        <NA>          N          0           8           128          0
## 157          TA          Y          0           0             0          0
## 158          TA          Y          0          75             0          0
## 159          TA          Y          0         136             0          0
## 160          TA          Y        239         132             0        168
## 161          TA          Y          0           0             0          0
## 162          TA          Y        400           0             0          0
## 163          TA          Y          0          70             0          0
## 164        <NA>          Y          0           0             0          0
## 165          TA          Y          0           0           183          0
## 166        <NA>          Y        140           0             0          0
## 167          TA          Y        476           0             0          0
## 168          TA          Y        178         120             0          0
## 169          TA          Y        100          48             0          0
## 170          TA          Y        574          64             0          0
## 171          TA          Y        237           0             0          0
## 172          TA          P        210          62             0          0
## 173          TA          Y        441          35             0          0
## 174          TA          Y          0          20             0          0
## 175          TA          Y        192           0             0          0
## 176          TA          Y          0          29            39          0
## 177          TA          Y          0         228             0          0
## 178          TA          Y          0           0             0          0
## 179          TA          Y          0          60             0          0
## 180          TA          N          0           0           184          0
## 181          TA          Y          0           0             0          0
## 182          TA          Y          0           0            40          0
## 183          TA          Y        116           0             0        180
## 184          TA          N        280         238             0          0
## 185          TA          Y        104           0             0          0
## 186          TA          Y          0         260             0          0
## 187          TA          Y        168          27             0          0
## 188          Fa          N          0           0             0        140
## 189          TA          Y        120           0             0          0
## 190          TA          Y          0         120             0          0
## 191          TA          Y          0          74             0          0
## 192          TA          Y          0          32             0          0
## 193          TA          Y          0          35             0          0
## 194          TA          Y          0          40             0          0
## 195          TA          Y          0           0             0          0
## 196          TA          Y         87           0             0          0
## 197          TA          Y        171         138             0          0
## 198          TA          Y          0          16           552          0
## 199        <NA>          Y          0         198            30          0
## 200          TA          Y          0          26             0          0
## 201          TA          Y        132          64             0          0
## 202          TA          Y        238          83             0          0
## 203          TA          Y          0           0           126          0
## 204          TA          Y        149           0             0          0
## 205          TA          Y          0          35             0          0
## 206          TA          Y          0          34             0        508
## 207          TA          Y          0          30             0          0
## 208          TA          Y        355           0             0          0
## 209          TA          Y         60          55             0          0
## 210          Gd          Y          0           0             0          0
## 211        <NA>          Y          0           0            96          0
## 212          TA          Y        100          22             0          0
## 213          TA          Y        168         108             0          0
## 214          TA          Y        224           0             0          0
## 215          TA          Y          0          36             0          0
## 216          TA          Y          0           0             0          0
## 217          TA          Y        139          98             0          0
## 218          TA          Y          0         172            60          0
## 219          TA          Y          0         119           150          0
## 220          TA          Y        108           0             0          0
## 221          TA          Y        351          33             0          0
## 222          TA          Y        120          46             0          0
## 223          TA          Y        209         208             0          0
## 224          TA          Y        216           0             0          0
## 225          TA          Y        248         105             0          0
## 226          TA          Y          0           0             0          0
## 227          TA          Y        224         114             0          0
## 228          TA          Y          0           0             0          0
## 229          TA          Y          0           0             0          0
## 230          TA          Y        143          20             0          0
## 231          TA          Y          0           0           120          0
## 232          TA          Y          0         146           202          0
## 233          TA          Y          0           0             0          0
## 234          TA          Y        365           0             0          0
## 235          TA          Y        288          48             0          0
## 236          TA          Y          0           0             0          0
## 237          TA          Y        132         105             0          0
## 238          TA          Y        370          70             0        238
## 239          TA          Y        168         228             0          0
## 240          TA          Y          0         140             0          0
## 241          TA          Y        144         168             0          0
## 242        <NA>          Y         58          42             0          0
## 243          TA          Y          0           0            77          0
## 244          TA          Y          0          28             0          0
## 245          TA          Y          0         130             0          0
## 246          TA          Y        197          39             0          0
## 247          Po          Y          0          60           112          0
## 248          TA          Y          0          30             0          0
## 249          TA          Y        144          68             0          0
## 250          TA          Y          0          98             0          0
## 251        <NA>          Y        263           0             0          0
## 252          TA          Y        123           0             0          0
## 253          TA          Y        138          45             0          0
## 254          TA          Y        333           0             0          0
## 255          TA          Y        250           0             0          0
## 256          TA          Y        192           0             0          0
## 257          TA          Y        216          56             0          0
## 258          TA          Y        123         110             0          0
## 259          TA          Y          0          96             0        245
## 260          TA          Y          0          45             0          0
## 261          TA          Y          0           0           252          0
## 262          TA          Y          0         148             0          0
## 263          TA          Y        292          12             0          0
## 264          TA          Y          0           0             0          0
## 265          TA          N          0           0             0          0
## 266          TA          Y        276           0             0          0
## 267          TA          Y         95          75             0          0
## 268          TA          Y        262          24             0          0
## 269          Ex          Y          0          25             0          0
## 270          Gd          Y        370          30             0          0
## 271          TA          Y        192          51             0          0
## 272          TA          Y         81           0             0          0
## 273          TA          Y        132          57             0          0
## 274          TA          Y        289           0             0          0
## 275          TA          Y        168           0             0          0
## 276          TA          Y         74           0             0          0
## 277          TA          Y        100         150             0          0
## 278          TA          Y          0           0             0          0
## 279          TA          Y        124          98             0          0
## 280          TA          Y        288         117             0          0
## 281          TA          Y          0          84             0        196
## 282          TA          Y          0         120             0          0
## 283          TA          Y        172          62             0          0
## 284          TA          Y        210         150             0          0
## 285          TA          Y          0           0            52          0
## 286          TA          Y          0          54             0          0
## 287          TA          Y          0           0             0          0
## 288        <NA>          Y          0           0             0          0
## 289          TA          Y          0           0             0          0
## 290          TA          Y          0           0             0          0
## 291          TA          Y          0          51             0          0
## 292        <NA>          N          0         184             0          0
## 293          TA          Y          0           0             0          0
## 294          TA          Y          0         250             0          0
## 295          TA          Y        110           0             0          0
## 296          TA          Y        120           0             0          0
## 297          TA          Y        289           0             0          0
## 298          TA          Y          0          10             0          0
## 299          TA          Y        224           0             0          0
## 300          TA          Y          0          36             0          0
## 301          TA          Y          0           0             0          0
## 302          TA          Y        208          50             0          0
## 303          TA          Y        468          81             0          0
## 304          TA          Y        256           0             0          0
## 305          TA          Y        302           0             0          0
## 306          TA          Y        168           0             0          0
## 307          TA          Y        127          44           224          0
## 308        <NA>          N          0         144             0          0
## 309          TA          Y        158           0             0          0
## 310          TA          Y        208         175             0          0
## 311          TA          Y        190          63             0          0
## 312          TA          Y          0           0             0          0
## 313          TA          Y          0           0             0          0
## 314          TA          Y          0           0             0          0
## 315          TA          Y          0           0           234          0
## 316          TA          Y        100          51             0          0
## 317          TA          Y        288         195             0          0
## 318          TA          Y        208          46             0          0
## 319          TA          Y        340          60           144          0
## 320          TA          Y        233          48             0          0
## 321          TA          Y        240         154             0          0
## 322          TA          Y        184         154             0          0
## 323          TA          Y        201          96             0          0
## 324          TA          Y        142          98             0          0
## 325          TA          Y        240           0             0          0
## 326          TA          Y          0           0           244          0
## 327          TA          Y        122          30             0          0
## 328          TA          Y          0          45             0          0
## 329          TA          Y          0          60           268          0
## 330          Fa          N          0           0           137          0
## 331          TA          Y        155           0             0          0
## 332          TA          Y          0           0             0          0
## 333          TA          Y          0           0             0          0
## 334          TA          Y        192          30             0          0
## 335          TA          Y        100          38             0          0
## 336          TA          Y        670           0             0          0
## 337          TA          Y        178          51             0          0
## 338          TA          Y        192          74             0          0
## 339          TA          Y        108          45             0          0
## 340          TA          Y          0           0             0          0
## 341          TA          Y        135           0             0          0
## 342          TA          N        250           0            24          0
## 343          TA          Y          0           0             0          0
## 344          TA          Y        495          72             0          0
## 345          TA          Y        182           0             0          0
## 346          TA          Y          0           0             0          0
## 347          TA          Y          0           0             0          0
## 348          TA          Y          0          40             0          0
## 349          TA          Y          0          27             0          0
## 350          TA          Y          0           0             0          0
## 351          TA          Y        210          54             0          0
## 352          TA          Y          0          80             0          0
## 353          Fa          Y         48           0             0          0
## 354          TA          Y        106           0             0          0
## 355          TA          Y          0           0           108          0
## 356          TA          Y          0          26             0          0
## 357          TA          Y        120          26             0          0
## 358          TA          Y        536          90             0          0
## 359          TA          Y        168           0           294          0
## 360          TA          Y        208          75             0          0
## 361          TA          Y          0           0             0          0
## 362          TA          N          0           0             0          0
## 363          TA          Y          0           0           177          0
## 364          TA          Y        250           0             0          0
## 365          TA          Y        306         111             0          0
## 366          Fa          Y          0         128           218          0
## 367          TA          Y          0          76             0          0
## 368          TA          Y         64         110             0          0
## 369          TA          Y          0          98             0          0
## 370          TA          Y        364          17             0          0
## 371          TA          Y        100          40             0          0
## 372          TA          N          0          59             0          0
## 373          TA          Y        353           0             0          0
## 374          TA          Y         66           0             0          0
## 375          TA          Y        100          48             0          0
## 376        <NA>          Y          0           0             0          0
## 377          TA          Y          0           0             0          0
## 378          TA          Y        159         214             0          0
## 379          TA          Y        113           0             0          0
## 380          TA          Y        100          63             0          0
## 381          TA          Y          0           0           242          0
## 382          TA          Y        216         121             0          0
## 383          TA          Y        144          53             0          0
## 384          Fa          N          0           0            91          0
## 385          TA          Y        216         231             0          0
## 386          TA          Y        146          20             0          0
## 387        <NA>          N          0         151             0          0
## 388          TA          Y        296           0             0          0
## 389          TA          Y        120          25             0          0
## 390          TA          Y        196         134             0          0
## 391          TA          Y          0         130           112          0
## 392          TA          Y        125         192             0          0
## 393          TA          Y          0           0             0          0
## 394        <NA>          Y          0           0             0          0
## 395          TA          Y          0          39             0          0
## 396          TA          Y         44           0             0          0
## 397          TA          Y        215           0             0          0
## 398          TA          Y          0         168             0          0
## 399          Po          N          0           0             0          0
## 400          TA          Y          0         168             0          0
## 401          TA          Y        120          30             0          0
## 402          TA          Y          0           0             0          0
## 403          TA          N        168           0             0          0
## 404          TA          Y        144         123             0          0
## 405          TA          Y          0          40             0          0
## 406          TA          Y        120          78             0          0
## 407          TA          Y          0           0             0          0
## 408          TA          Y          0           0           160          0
## 409          TA          Y        192          62             0          0
## 410          TA          Y          0         102             0          0
## 411          TA          Y          0           0             0          0
## 412          TA          Y        264           0             0          0
## 413          TA          Y          0         144             0          0
## 414          TA          Y          0           0           130          0
## 415          TA          Y        196         187             0          0
## 416          TA          Y        100          30             0          0
## 417          TA          Y          0           0             0          0
## 418          TA          N          0           0             0          0
## 419          TA          P          0           0             0          0
## 420          TA          Y          0          85           184          0
## 421          TA          Y          0           0             0          0
## 422          TA          Y        240           0             0          0
## 423          TA          N          0           0             0          0
## 424          TA          Y          0          66             0          0
## 425          TA          Y          0          44             0          0
## 426          TA          P          0           0           126          0
## 427          TA          Y         80           0             0          0
## 428          TA          Y          0           0             0          0
## 429          TA          Y        105          54             0          0
## 430          TA          Y          0           0           169          0
## 431          TA          Y          0           0             0          0
## 432        <NA>          N          0          98             0          0
## 433          TA          Y        240          36             0          0
## 434          TA          Y          0          36             0          0
## 435        <NA>          Y         88           0             0          0
## 436          TA          Y        158          61             0          0
## 437          TA          Y          0           0             0          0
## 438          TA          Y          0           0           105          0
## 439          TA          P          0           0            34          0
## 440          TA          Y          0          46             0          0
## 441          TA          Y          0          72             0          0
## 442        <NA>          Y          0           0             0          0
## 443          TA          P          0           0             0          0
## 444          TA          Y        144          16             0          0
## 445          TA          Y        144         133             0          0
## 446          TA          Y          0           0             0          0
## 447          TA          Y          0           0             0          0
## 448          TA          Y         89           0             0          0
## 449          TA          N          0           0             0          0
## 450          TA          Y          0         176             0          0
## 451          Fa          N          0         113             0          0
## 452          TA          Y        200          54             0          0
## 453          TA          Y        144         122             0          0
## 454          TA          Y          0          30             0          0
## 455          TA          Y          0           0             0          0
## 456          TA          Y          0           0             0          0
## 457          Fa          Y          0           0            96          0
## 458          TA          Y        224         137             0          0
## 459          TA          Y        192          63             0          0
## 460          TA          Y          0           0           248          0
## 461          TA          Y          0         150             0          0
## 462          TA          Y        256           0             0          0
## 463          TA          Y          0           0           236          0
## 464          TA          Y          0           0             0          0
## 465        <NA>          Y          0           0             0          0
## 466          TA          Y        144          20             0          0
## 467          TA          Y          0           0             0          0
## 468          TA          Y        168           0             0          0
## 469          TA          Y          0          44             0          0
## 470          TA          Y        144          70             0          0
## 471          TA          Y          0          54             0          0
## 472          TA          Y          0           0             0          0
## 473          TA          Y          0          28             0          0
## 474          TA          Y        250          63             0          0
## 475          TA          Y         96          48             0          0
## 476          TA          Y          0          24             0          0
## 477          TA          Y        140          39             0          0
## 478          TA          Y        414          84             0          0
## 479          TA          Y        208          44             0          0
## 480          TA          Y          0          72             0          0
## 481          TA          Y        519         112             0          0
## 482          TA          Y        206          49             0          0
## 483          Fa          Y          0           0             0          0
## 484          TA          Y          0         125             0          0
## 485          TA          Y          0         132             0          0
## 486          TA          Y          0          80           120          0
## 487          TA          Y          0           0             0          0
## 488          TA          Y        224           0             0          0
## 489          Fa          N        142           0             0          0
## 490          TA          Y          0           0             0          0
## 491          TA          Y        141          24             0          0
## 492          TA          Y          0           0            32          0
## 493          TA          Y          0           0             0          0
## 494          TA          Y          0           0             0          0
## 495          TA          Y        144          20            80          0
## 496        <NA>          N          0         523           115          0
## 497          TA          Y        264          75           291          0
## 498          TA          N          0         100             0          0
## 499          TA          Y         64           0             0          0
## 500          TA          Y         12         285             0          0
## 501          TA          Y        144          28             0          0
## 502          TA          Y          0         108             0          0
## 503          Fa          Y          0           0           184          0
## 504          TA          Y          0          54             0          0
## 505          TA          Y        260           0             0          0
## 506          TA          N          0           0             0          0
## 507          TA          Y        182          81             0          0
## 508          TA          Y          0         102             0          0
## 509          TA          N          0           0           116          0
## 510          TA          Y        224          88             0          0
## 511          TA          Y        324          42             0          0
## 512          TA          Y        132          35             0          0
## 513          TA          Y          0           0             0          0
## 514          TA          Y        120           0           158          0
## 515          Po          Y          0           0           112          0
## 516          TA          Y        156          54             0          0
## 517          TA          Y          0         104             0          0
## 518          TA          Y        220           0             0          0
## 519          TA          Y          0          36             0          0
## 520          TA          Y          0           0             0          0
## 521        <NA>          N        220         114           210          0
## 522          TA          Y          0          40             0          0
## 523          TA          Y          0          24            36          0
## 524          TA          Y        208         406             0          0
## 525          TA          Y        239          60             0          0
## 526          TA          Y         38         144             0          0
## 527          TA          Y        261           0           156          0
## 528          TA          Y        126          66             0          0
## 529        <NA>          N          0           0           144          0
## 530          TA          Y          0           0           200          0
## 531          TA          Y        224           0             0          0
## 532          Fa          Y          0           0            84          0
## 533          TA          Y          0           0             0          0
## 534        <NA>          N          0           0             0          0
## 535          TA          Y        100          35             0          0
## 536        <NA>          N         85           0           148          0
## 537          TA          Y        120         155             0          0
## 538          TA          Y        216           0             0          0
## 539          TA          Y        466           0             0          0
## 540          TA          Y        180           0             0          0
## 541          TA          Y        270          68             0          0
## 542          TA          Y          0          56             0          0
## 543          TA          Y         78          73             0          0
## 544          TA          Y        120          40             0          0
## 545          TA          Y        100          24             0          0
## 546          TA          Y          0           0             0          0
## 547          TA          Y          0          38             0        144
## 548          TA          Y        104           0             0          0
## 549          TA          Y        140          50             0          0
## 550          TA          Y        182         182             0          0
## 551          TA          Y          0          55             0          0
## 552          TA          Y          0           0             0          0
## 553          TA          Y        169          39             0          0
## 554          TA          N          0          96             0          0
## 555          TA          Y        320          62             0          0
## 556          TA          Y          0           0           116          0
## 557          TA          Y        268           0             0          0
## 558          TA          Y          0          47           120          0
## 559          TA          Y        264          22             0          0
## 560          TA          Y        143          20             0          0
## 561          TA          Y          0           0             0          0
## 562          TA          Y        240          38             0          0
## 563        <NA>          Y        144           0             0          0
## 564          TA          N         72          36             0          0
## 565          TA          Y          0          40             0          0
## 566          TA          Y          0          66           136          0
## 567          TA          Y        144          39             0          0
## 568          TA          Y          0           0             0          0
## 569          TA          Y        349          40             0          0
## 570          TA          Y         42           0             0          0
## 571          TA          Y          0           0             0          0
## 572          TA          Y        168           0             0          0
## 573          TA          Y        208         114             0          0
## 574          TA          Y        100           0             0          0
## 575          TA          Y         35           0             0          0
## 576          TA          Y        158           0           102          0
## 577          TA          Y          0          50             0          0
## 578          TA          Y        160          68           240          0
## 579          TA          Y          0         102             0          0
## 580          TA          Y          0           0             0          0
## 581          TA          Y        216         110             0          0
## 582          TA          Y          0          90             0          0
## 583        <NA>          Y          0          32             0          0
## 584          TA          Y        105         502             0          0
## 585          TA          Y          0           0            54          0
## 586          TA          Y        326          66             0          0
## 587          TA          N          0           0           112          0
## 588          TA          Y          0           0             0          0
## 589          TA          Y          0          48             0          0
## 590          TA          P          0           0             0          0
## 591          TA          Y          0          45             0          0
## 592          TA          Y        382         274             0          0
## 593          TA          Y          0           0             0          0
## 594          TA          Y        140           0             0          0
## 595          TA          Y          0           0             0          0
## 596          TA          Y        180          75             0          0
## 597          Fa          N          0         158             0          0
## 598          TA          Y        120          16             0          0
## 599          TA          Y          0           0             0          0
## 600          TA          Y        161           0             0          0
## 601          TA          Y        179          60             0          0
## 602          TA          P          0         162             0          0
## 603          TA          Y        120         150             0          0
## 604          TA          Y          0         172             0          0
## 605          TA          Y        192          36             0          0
## 606          TA          Y          0          42             0          0
## 607          TA          Y        168           0             0          0
## 608          TA          Y        103           0             0          0
## 609          TA          Y          0           0             0          0
## 610          TA          Y         64           0            39          0
## 611          TA          Y        253         142             0          0
## 612          TA          Y          0           0             0          0
## 613          TA          Y        160         122             0          0
## 614        <NA>          Y          0          30             0          0
## 615        <NA>          Y         96          24             0          0
## 616          TA          Y        120           0             0          0
## 617          TA          Y        100          75             0          0
## 618          TA          Y          0           0             0          0
## 619          TA          Y          0         108             0          0
## 620          TA          Y        168           0             0          0
## 621        <NA>          N          0           0           100          0
## 622          TA          Y         38         243             0          0
## 623          TA          Y        192           0             0          0
## 624          TA          Y          0          32             0          0
## 625          TA          Y        148           0             0          0
## 626          TA          Y          0           0             0          0
## 627          TA          Y          0           0            36          0
## 628          TA          Y          0           0           189          0
## 629          TA          Y        335           0             0          0
## 630          TA          Y        176           0             0          0
## 631          Po          N          0           0           293          0
## 632          TA          Y        156          73             0          0
## 633          TA          Y        192           0             0          0
## 634          TA          Y        390           0             0          0
## 635          TA          Y        264          56             0          0
## 636        <NA>          N          0         110             0          0
## 637        <NA>          N          0           0             0          0
## 638          TA          Y          0           0             0          0
## 639        <NA>          P        328           0           164          0
## 640          TA          Y        312           0             0          0
## 641          TA          Y        185         140             0          0
## 642          TA          Y          0         235             0          0
## 643          TA          Y        269         111             0          0
## 644          TA          Y        208           0             0          0
## 645          TA          Y        195         130             0          0
## 646          TA          Y          0         312            40          0
## 647          TA          Y          0          27             0          0
## 648          TA          Y          0           0             0          0
## 649          TA          Y          0         124           216          0
## 650        <NA>          Y          0           0             0          0
## 651          TA          Y          0           0             0          0
## 652          Po          P        120           0             0          0
## 653          TA          Y          0         120             0          0
## 654          TA          Y         57           0           239          0
## 655          TA          Y        236          46             0          0
## 656          TA          Y          0           0             0          0
## 657          TA          Y          0           0             0          0
## 658          TA          P          0           0           112          0
## 659          TA          Y        192           0             0          0
## 660          TA          Y          0           0             0          0
## 661          TA          Y          0         113           252          0
## 662          TA          Y        517          76             0          0
## 663          TA          Y          0           0           240          0
## 664          TA          Y          0           0           180          0
## 665          TA          Y        192         267             0          0
## 666          TA          Y        188         124             0          0
## 667          TA          Y          0         265             0          0
## 668          TA          Y        224          42             0          0
## 669          TA          Y        304           0             0          0
## 670          Fa          Y          0           0            67          0
## 671          TA          Y        100          35             0          0
## 672          TA          Y        147           0             0          0
## 673          TA          Y        198          42             0          0
## 674          TA          Y          0          87             0          0
## 675          TA          Y        426           0             0          0
## 676          TA          Y         28           0             0          0
## 677          Fa          N          0           0            90          0
## 678          Fa          N        316           0           120          0
## 679          TA          Y        322          82             0          0
## 680          TA          Y          0           0             0          0
## 681          TA          Y         80           0             0          0
## 682          TA          Y          0           0            56          0
## 683          TA          Y        307           0             0          0
## 684          TA          Y        257          45             0          0
## 685          TA          Y          0          81             0          0
## 686          TA          Y        219           0             0          0
## 687          TA          Y        144         105             0          0
## 688          TA          Y          0          60             0          0
## 689          TA          Y        140           0             0          0
## 690          TA          Y        192          28             0          0
## 691          TA          Y        149           0             0          0
## 692          TA          Y        382          50             0          0
## 693          TA          Y        320          27             0          0
## 694          TA          Y          0           0           112          0
## 695          TA          Y        112           0             0          0
## 696          TA          Y        125           0             0          0
## 697          TA          Y          0           0           129          0
## 698          TA          Y          0           0             0          0
## 699          TA          Y        416         144             0          0
## 700          TA          Y        156         158             0          0
## 701          TA          Y        270          78             0          0
## 702          TA          Y          0           0             0          0
## 703          TA          Y        324         100             0          0
## 704          TA          N        344           0            40          0
## 705          TA          Y          0          35             0        144
## 706        <NA>          N          0           0             0          0
## 707          TA          Y        380          48             0          0
## 708          TA          Y        192          38             0          0
## 709          TA          Y        100          24             0          0
## 710          TA          Y          0           0             0          0
## 711        <NA>          N          0           0             0          0
## 712          TA          N         68           0            98          0
## 713          TA          Y        168         120             0          0
## 714          TA          Y          0         288             0          0
## 715          TA          Y          0          44             0          0
## 716          TA          Y          0           0             0          0
## 717          TA          P          0          48           143          0
## 718          TA          Y        224           0             0          0
## 719          TA          Y        250         154           216          0
## 720          TA          Y          0           0             0          0
## 721          TA          Y        114          28           234          0
## 722          TA          Y        160           0             0          0
## 723          TA          Y          0           0             0          0
## 724          TA          Y          0           0             0          0
## 725          TA          Y        327          64             0          0
## 726          TA          Y         96           0             0          0
## 727          TA          Y        292          44             0        182
## 728          TA          Y        132           0             0          0
## 729          TA          Y          0          25             0          0
## 730          TA          Y          0          23           112          0
## 731          TA          Y        237         152             0          0
## 732          TA          Y        160          22             0          0
## 733          TA          Y        192          84             0          0
## 734          TA          Y        165           0             0          0
## 735          TA          Y        147           0             0          0
## 736          TA          N          0         341             0          0
## 737          TA          Y          0           0             0          0
## 738          TA          Y          0         116             0          0
## 739        <NA>          Y        120           0             0          0
## 740          TA          Y        187          56             0          0
## 741          Gd          Y        270           0           112          0
## 742          TA          Y        168           0             0          0
## 743          TA          Y        120          55             0          0
## 744          TA          Y        302           0             0          0
## 745          TA          Y         96           0            70        168
## 746          TA          Y          0         204             0          0
## 747          TA          Y        224          54             0          0
## 748          TA          N        181           0           386          0
## 749          TA          Y        240          56           154          0
## 750          TA          N         92           0           185          0
## 751        <NA>          N          0         160             0          0
## 752          TA          Y          0          48             0          0
## 753          TA          Y        168          27             0          0
## 754          TA          Y        192          52             0          0
## 755          TA          Y        171          48             0          0
## 756          TA          Y          0          24             0          0
## 757          TA          Y        144         105             0          0
## 758          TA          Y        335           0             0          0
## 759          TA          Y          0           0             0          0
## 760          TA          Y        222          98             0          0
## 761          Ex          Y          0           0             0          0
## 762          TA          Y          0           0             0          0
## 763          TA          Y        169          45             0          0
## 764          TA          Y          0         128             0          0
## 765          TA          Y          0          30             0          0
## 766          TA          Y          0         174             0          0
## 767          TA          Y        228          66           156          0
## 768          TA          Y        245           0           156          0
## 769          TA          Y        120          33             0          0
## 770          TA          Y        503          36             0          0
## 771          TA          Y        120           0             0          0
## 772          TA          Y          0           0             0          0
## 773          TA          Y        144           0             0          0
## 774          TA          Y          0           0             0          0
## 775          TA          Y        315          45             0          0
## 776          TA          Y          0         247             0          0
## 777          TA          Y        144          59             0          0
## 778          TA          Y        241           0             0          0
## 779          TA          Y          0           0             0          0
## 780          TA          Y          0           0             0          0
## 781          TA          Y        220          21             0          0
## 782          TA          Y          0         124             0          0
## 783          TA          Y          0          33             0          0
## 784          TA          Y        303          30             0          0
## 785        <NA>          Y          0         291           134          0
## 786          TA          Y          0           0             0          0
## 787          TA          Y          0           0           196          0
## 788          TA          Y          0          45             0          0
## 789          TA          Y          0           0             0          0
## 790          TA          Y        133         168             0          0
## 791          TA          Y        100          16             0          0
## 792          TA          Y        120           0             0          0
## 793          TA          Y        180         130             0          0
## 794          TA          Y        168         130             0          0
## 795          TA          Y        143          46             0          0
## 796          TA          Y          0          50             0          0
## 797          TA          Y        138           0             0          0
## 798          TA          Y          0           0             0          0
## 799          TA          Y        144          78             0          0
## 800          TA          Y          0           0           264          0
## 801          TA          Y        403         114           185          0
## 802          TA          Y          0           0             0          0
## 803          TA          Y         36          18             0          0
## 804          TA          Y         52         170             0          0
## 805          TA          Y          0           0             0          0
## 806          TA          Y          0          60             0          0
## 807          TA          Y         68           0             0          0
## 808          TA          Y          0         312             0          0
## 809          TA          Y          0           0             0          0
## 810          Po          N         40         156             0          0
## 811          TA          Y        265           0             0          0
## 812          TA          Y        140           0             0          0
## 813          TA          N          0           0             0          0
## 814          TA          Y          0           0           275          0
## 815          TA          P        207           0            96          0
## 816          TA          Y          0          34             0          0
## 817          TA          Y          0           0           120          0
## 818          TA          Y        150          59             0          0
## 819          TA          Y          0           0             0          0
## 820          TA          Y        192          35             0          0
## 821          TA          Y          0          45             0          0
## 822          TA          Y          0          32           112          0
## 823          TA          Y        100          48             0          0
## 824          TA          Y        335           0             0          0
## 825          TA          Y          0         140             0          0
## 826          TA          Y        188          45             0          0
## 827        <NA>          Y          0           0           116          0
## 828          TA          Y        290          39             0          0
## 829          TA          Y        486           0             0          0
## 830          TA          Y          0         166             0          0
## 831          TA          Y          0           0             0          0
## 832          TA          Y          0         166             0          0
## 833          TA          Y        192          39             0          0
## 834          TA          Y          0           0             0          0
## 835          TA          Y          0           0             0          0
## 836          TA          Y        290           0             0          0
## 837          TA          Y          0         116           230          0
## 838          TA          Y          0           0             0          0
## 839          TA          Y        278           0             0          0
## 840          TA          Y          0           0             0          0
## 841          TA          P          0           0           254          0
## 842          TA          P         70          78            68          0
## 843          Gd          Y          0         129             0          0
## 844        <NA>          Y          0           0             0          0
## 845          TA          Y        418           0           194          0
## 846          TA          Y          0           0             0          0
## 847          TA          Y        234          72           192          0
## 848          TA          Y          0           0             0          0
## 849          TA          Y        486          40             0          0
## 850          TA          Y        113         100             0          0
## 851          TA          Y        140           0             0          0
## 852          TA          Y        143          20             0          0
## 853          TA          Y          0           0             0          0
## 854          TA          Y        180           0             0          0
## 855          TA          Y          0         418             0          0
## 856          TA          Y          0         104             0          0
## 857          Fa          Y          0           0            34          0
## 858          TA          Y          0          36             0          0
## 859          TA          Y          0           0             0          0
## 860          TA          Y          0          65             0          0
## 861          TA          Y          0         240             0          0
## 862          TA          Y          0           0             0          0
## 863          TA          Y          0           0             0          0
## 864          TA          Y          0           0             0          0
## 865          TA          Y          0         140             0          0
## 866          TA          Y          0           0             0          0
## 867          TA          Y        192          80             0          0
## 868          TA          Y        168           0             0          0
## 869          TA          P        120         144             0          0
## 870          TA          Y        156          90             0          0
## 871          TA          Y          0           0             0          0
## 872          TA          Y          0          77             0          0
## 873          TA          Y        196           0           150          0
## 874          TA          Y          0          28             0          0
## 875          TA          Y         26           0             0          0
## 876          TA          Y        208         364             0          0
## 877          TA          Y          0           0             0          0
## 878          TA          Y        184           0             0          0
## 879          TA          Y        192           0             0          0
## 880          TA          Y          0           0             0          0
## 881          TA          Y          0          49             0          0
## 882          TA          Y        168          36             0          0
## 883          TA          Y        342          40             0          0
## 884          Gd          Y          0         188             0          0
## 885          TA          Y          0           0             0          0
## 886          TA          Y         97          65             0          0
## 887          TA          Y        272          54             0          0
## 888          TA          Y        121           0             0          0
## 889          TA          Y         81         207             0          0
## 890          TA          Y          0           0             0        162
## 891          TA          Y          0           0             0          0
## 892          TA          Y        243           0             0          0
## 893          TA          Y        192           0             0          0
## 894          TA          Y        511         116             0          0
## 895          TA          Y          0           0             0          0
## 896          TA          Y          0          50             0          0
## 897          TA          Y          0          28             0          0
## 898          TA          Y        154           0             0          0
## 899          TA          Y          0          67             0          0
## 900          TA          Y          0           0             0          0
## 901          TA          Y          0           0             0          0
## 902          TA          Y          0           0             0          0
## 903          TA          Y          0          75             0          0
## 904          TA          Y        144          60             0          0
## 905          TA          Y          0           0             0          0
## 906          TA          Y          0           0           164          0
## 907          TA          Y          0          60             0          0
## 908          TA          Y          0           0             0          0
## 909          TA          Y        164           0             0          0
## 910          TA          Y         36          24             0          0
## 911          TA          Y          0           0             0          0
## 912          TA          Y        173           0             0          0
## 913          TA          Y          0           0           112          0
## 914          TA          Y          0           0             0          0
## 915          TA          Y          0         234             0          0
## 916          TA          Y          0           0             0          0
## 917          TA          Y          0           0             0          0
## 918          TA          Y          0           0             0          0
## 919          TA          Y         72         192           224          0
## 920          TA          Y          0          51             0          0
## 921          TA          Y        300          87             0          0
## 922        <NA>          N          0          70             0          0
## 923          TA          Y        100           0             0         23
## 924          TA          Y          0          69             0          0
## 925          TA          Y        384         131             0          0
## 926          TA          Y        180           0             0          0
## 927          TA          Y        104         100             0          0
## 928          TA          Y          0          43             0          0
## 929          TA          Y        202         151             0          0
## 930          TA          Y          0           0             0          0
## 931          TA          Y        100          18             0          0
## 932          TA          Y          0           0             0          0
## 933          TA          Y          0         191             0          0
## 934          TA          Y        192          36             0          0
## 935          TA          Y          0           0             0          0
## 936          TA          Y          0           0            32          0
## 937          TA          Y          0          41             0          0
## 938          TA          Y          0          48             0          0
## 939          TA          Y          0          90             0          0
## 940          TA          Y         56           0           318          0
## 941          TA          Y         40           0             0          0
## 942          TA          Y          0           0             0        168
## 943        <NA>          N        321           0             0          0
## 944          TA          P          0           0             0          0
## 945          TA          Y          0         118             0          0
## 946          TA          Y         48           0           244          0
## 947          TA          Y         86           0             0          0
## 948          TA          Y          0         252             0          0
## 949          TA          Y        144          96             0          0
## 950          TA          Y          0           0             0          0
## 951          TA          Y        194           0             0          0
## 952          TA          Y        421           0             0          0
## 953          TA          Y        192           0             0          0
## 954          TA          Y        305         189             0          0
## 955        <NA>          Y          0           0             0          0
## 956          TA          Y          0           0             0          0
## 957          TA          Y        150           0             0          0
## 958          TA          Y          0           0             0          0
## 959          TA          Y          0          39             0          0
## 960          TA          Y          0          44             0          0
## 961        <NA>          Y        117           0             0          0
## 962          TA          Y        550         282             0          0
## 963          TA          Y         48           0             0          0
## 964          TA          Y        288         136             0          0
## 965          TA          Y          0          40             0          0
## 966          TA          Y          0          72             0          0
## 967          TA          Y          0          70             0          0
## 968          TA          Y          0           0             0          0
## 969        <NA>          Y          0           0             0          0
## 970          TA          Y          0           0             0          0
## 971        <NA>          Y          0           0             0          0
## 972          TA          Y          0          27             0          0
## 973          TA          Y         28           0             0          0
## 974          TA          Y          0         120             0          0
## 975          TA          Y        509         135             0          0
## 976          TA          Y        153          50             0          0
## 977        <NA>          Y          0           0             0          0
## 978          TA          Y          0         116             0          0
## 979          TA          Y          0           0             0          0
## 980          TA          Y          0          80             0          0
## 981          TA          Y        144          76             0          0
## 982          TA          Y        250           0             0          0
## 983          TA          Y        100          16             0          0
## 984          TA          Y          0           0             0          0
## 985          TA          Y          0           0             0          0
## 986          TA          Y          0          48             0          0
## 987          TA          Y        394           0             0          0
## 988          TA          Y        168          95             0          0
## 989          TA          Y          0         224             0          0
## 990          TA          Y          0          50             0          0
## 991          TA          Y          0          70             0          0
## 992          TA          P          0         169             0          0
## 993          TA          Y        239          42             0          0
## 994          TA          Y          0          35             0          0
## 995          TA          Y        216          48             0          0
## 996          TA          Y          0          57             0          0
## 997          TA          Y          0         319             0          0
## 998          TA          Y        371           0             0          0
## 999          Fa          P          0         100            48          0
## 1000         TA          Y        105          61             0          0
## 1001         Fa          Y          0           0             0          0
## 1002         TA          N          0          20            94          0
## 1003         TA          Y        144         104             0          0
## 1004         TA          Y          0           0             0          0
## 1005         TA          Y        156           0             0          0
## 1006         TA          Y        210           0             0          0
## 1007         TA          Y          0           0             0          0
## 1008         TA          Y        238           0             0          0
## 1009         TA          Y        100          48             0          0
## 1010       <NA>          P          0           0           138          0
## 1011         TA          Y          0           0           108          0
## 1012       <NA>          Y          0           0             0          0
## 1013         TA          Y         96           0           112          0
## 1014         TA          Y          0          30           226          0
## 1015         TA          Y          0         130             0          0
## 1016         TA          Y          0          45             0          0
## 1017         TA          Y        115          66             0          0
## 1018         TA          Y         63           0             0          0
## 1019         TA          Y        164           0             0          0
## 1020         TA          Y        142          20             0          0
## 1021         TA          Y        252          64             0          0
## 1022         TA          Y        105          54             0          0
## 1023         Fa          Y          0           0           192          0
## 1024         TA          Y        156          20             0          0
## 1025         TA          Y          0          72           174          0
## 1026         TA          Y         96           0             0          0
## 1027         TA          Y          0           0             0          0
## 1028         TA          Y        192          44             0          0
## 1029         TA          Y          0           0             0          0
## 1030         TA          Y          0          28             0          0
## 1031       <NA>          N          0           0           228          0
## 1032         TA          Y        136          63             0          0
## 1033         TA          Y        209          55             0          0
## 1034         TA          Y          0         136             0          0
## 1035         TA          Y          0           0             0          0
## 1036         TA          N        186           0             0          0
## 1037         TA          Y        228           0             0          0
## 1038         TA          Y          0          45             0          0
## 1039       <NA>          Y          0           0             0          0
## 1040         TA          Y          0           0             0          0
## 1041         TA          Y          0           0             0          0
## 1042         TA          Y          0          40             0          0
## 1043         TA          Y        170          63             0          0
## 1044         TA          Y        192         121             0          0
## 1045         TA          Y        474         120             0          0
## 1046         TA          Y          0           0             0          0
## 1047         TA          Y        214         108             0          0
## 1048         TA          Y          0           0             0          0
## 1049         TA          Y          0           0             0          0
## 1050         TA          Y          0           0             0          0
## 1051         TA          Y          0          22             0          0
## 1052         TA          Y          0          20             0          0
## 1053         TA          Y          0          52             0          0
## 1054         TA          Y        116          78             0          0
## 1055         TA          Y        199          60             0          0
## 1056         TA          Y          0           0             0          0
## 1057         TA          Y        192          36             0          0
## 1058         TA          Y        168          98             0          0
## 1059         TA          Y          0         102             0          0
## 1060         Fa          Y          0           0            19          0
## 1061         TA          Y          0           0           170          0
## 1062         TA          Y          0          20             0          0
## 1063         TA          Y          0          57             0          0
## 1064         TA          Y        166         120             0          0
## 1065         TA          Y          0          58             0          0
## 1066         TA          Y        296          44             0          0
## 1067         TA          Y          0          40             0          0
## 1068         TA          Y        328         128             0          0
## 1069         TA          Y        728          20             0          0
## 1070         TA          Y          0           0             0          0
## 1071         TA          Y          0          20             0          0
## 1072         TA          Y          0           0             0          0
## 1073         TA          P          0           0             0          0
## 1074         TA          Y        252           0             0          0
## 1075         TA          Y        140          93             0          0
## 1076         TA          Y          0           0             0          0
## 1077         TA          Y        436          21             0          0
## 1078         TA          Y        240          32             0          0
## 1079         TA          Y        140           0             0          0
## 1080         TA          Y          0          64             0          0
## 1081         TA          Y         55           0             0        216
## 1082         TA          Y          0           0           220          0
## 1083         TA          Y        192          39             0          0
## 1084         TA          Y          0         116             0          0
## 1085         TA          Y        315          44             0          0
## 1086         TA          Y        120           0             0          0
## 1087         TA          Y        120          96             0          0
## 1088         TA          Y        160          50             0          0
## 1089         TA          Y          0          40             0          0
## 1090         TA          Y          0          84             0          0
## 1091         TA          Y          0           0             0          0
## 1092         TA          Y          0          48             0          0
## 1093         TA          Y        342           0           128          0
## 1094         TA          Y          0          64             0          0
## 1095         TA          Y          0           0            80          0
## 1096         TA          Y          0          22             0          0
## 1097       <NA>          Y        136           0           115          0
## 1098         TA          Y          0          74           137          0
## 1099         TA          Y          0           0             0          0
## 1100         TA          Y          0           0             0          0
## 1101         TA          N          0           0             0          0
## 1102         TA          Y          0           0             0          0
## 1103         TA          Y          0          16             0          0
## 1104         TA          Y          0           0           192          0
## 1105         TA          Y          0           0             0          0
## 1106         TA          Y        186          32             0          0
## 1107         TA          Y          0         244             0          0
## 1108         TA          Y          0         100             0          0
## 1109         TA          Y        100          48             0          0
## 1110         TA          Y        125         185             0          0
## 1111         TA          Y        224          84             0          0
## 1112         TA          Y          0          69             0          0
## 1113         TA          Y          0           0             0          0
## 1114         TA          Y          0          18             0          0
## 1115         TA          Y          0           0             0          0
## 1116         TA          Y          0           0             0          0
## 1117         TA          Y        120           0             0          0
## 1118         TA          Y          0           0             0          0
## 1119         TA          Y        280          34             0          0
## 1120         TA          Y        140           0           252          0
## 1121         TA          Y          0          22           112          0
## 1122         TA          Y        144          20             0          0
## 1123         TA          Y         64           0             0          0
## 1124       <NA>          Y          0         200             0          0
## 1125         TA          Y        100          25             0          0
## 1126         Fa          Y          0           0             0          0
## 1127         TA          Y        143          20             0          0
## 1128         TA          Y        144          36             0          0
## 1129         TA          Y        100          48             0          0
## 1130         TA          Y         49           0             0          0
## 1131         TA          Y        431          44             0          0
## 1132       <NA>          Y          0          28             0          0
## 1133         TA          N          0          48             0          0
## 1134         TA          Y          0         155             0          0
## 1135         TA          Y        100          38             0          0
## 1136         TA          Y          0         128             0          0
## 1137         TA          Y          0           0            96          0
## 1138       <NA>          N          0           0           176          0
## 1139         TA          Y        264          32             0          0
## 1140         TA          Y          0           0           216          0
## 1141         TA          Y          0           0             0          0
## 1142         TA          Y        448          96             0          0
## 1143         TA          Y        125         144             0          0
## 1144       <NA>          Y          0          24             0          0
## 1145         TA          Y          0           0             0          0
## 1146         TA          Y          0           0             0          0
## 1147         TA          Y        165          26             0          0
## 1148         TA          Y          0           0             0          0
## 1149         TA          Y          0           0           176          0
## 1150         TA          Y          0           0             0          0
## 1151         TA          Y          0           0           214          0
## 1152         TA          Y          0         140             0          0
## 1153         TA          Y          0           0           280          0
## 1154         TA          Y          0           0            96          0
## 1155         TA          Y         60          84             0          0
## 1156         TA          Y          0          21             0          0
## 1157         TA          Y          0          92             0         96
## 1158         TA          Y        172          62             0          0
## 1159         TA          Y          0          24             0          0
## 1160         TA          Y          0          69             0          0
## 1161         TA          Y         26           0             0          0
## 1162         TA          Y        108           0             0        216
## 1163         TA          Y          0           0             0          0
## 1164         TA          Y        120           0             0          0
## 1165         TA          Y        168         180             0          0
## 1166         TA          Y          0         114             0          0
## 1167         TA          Y        160          33             0          0
## 1168         TA          Y          0          38             0          0
## 1169         TA          Y          0           0             0          0
## 1170         TA          Y        361          76             0          0
## 1171         TA          Y        203           0             0          0
## 1172         TA          Y          0           0             0          0
## 1173         TA          Y          0          54             0          0
## 1174       <NA>          Y        122           0             0          0
## 1175         TA          Y          0           0             0          0
## 1176         TA          Y          0          33             0          0
## 1177         TA          Y        362           0             0          0
## 1178         TA          N          0           0           116          0
## 1179         TA          Y        192           0           102          0
## 1180       <NA>          N          0          36           190          0
## 1181         TA          Y          0           0             0          0
## 1182         TA          Y        162          53             0        153
## 1183         TA          Y        171          78             0          0
## 1184         TA          Y        229           0             0          0
## 1185         TA          Y          0         263             0          0
## 1186         TA          Y          0           0           236          0
## 1187         Fa          Y          0          74             0          0
## 1188         TA          Y          0         114           192          0
## 1189         TA          Y        144          68             0          0
## 1190         TA          Y        140          60             0          0
## 1191         TA          Y        439           0             0          0
## 1192         TA          Y        206           0             0          0
## 1193         Fa          P          0           0            84          0
## 1194         TA          Y          0         304             0          0
## 1195         TA          Y        379          36             0          0
## 1196         TA          Y        100          24             0          0
## 1197         TA          Y        100          17             0          0
## 1198         TA          Y          0           0           330          0
## 1199         TA          Y        356           0             0          0
## 1200         TA          Y          0          82             0          0
## 1201         TA          Y          0           0             0          0
## 1202         TA          Y        198          36             0          0
## 1203         TA          N          0           0           208          0
## 1204         TA          Y         74         234             0          0
##      ScreenPorch PoolArea PoolQC Fence MiscFeature MiscVal MoSold YrSold
## 1              0        0   <NA>  <NA>        <NA>       0      2   2008
## 2              0        0   <NA>  <NA>        <NA>       0      5   2007
## 3              0        0   <NA>  <NA>        <NA>       0      9   2008
## 4              0        0   <NA>  <NA>        <NA>       0      2   2006
## 5              0        0   <NA>  <NA>        <NA>       0     12   2008
## 6              0        0   <NA> MnPrv        Shed     700     10   2009
## 7              0        0   <NA>  <NA>        <NA>       0      8   2007
## 8              0        0   <NA>  <NA>        Shed     350     11   2009
## 9              0        0   <NA>  <NA>        <NA>       0      4   2008
## 10             0        0   <NA>  <NA>        <NA>       0      1   2008
## 11             0        0   <NA>  <NA>        <NA>       0      2   2008
## 12             0        0   <NA>  <NA>        <NA>       0      7   2006
## 13           176        0   <NA>  <NA>        <NA>       0      9   2008
## 14             0        0   <NA>  <NA>        <NA>       0      8   2007
## 15             0        0   <NA>  GdWo        <NA>       0      5   2008
## 16             0        0   <NA> GdPrv        <NA>       0      7   2007
## 17             0        0   <NA>  <NA>        Shed     700      3   2010
## 18             0        0   <NA>  <NA>        Shed     500     10   2006
## 19             0        0   <NA>  <NA>        <NA>       0      6   2008
## 20             0        0   <NA> MnPrv        <NA>       0      5   2009
## 21             0        0   <NA>  <NA>        <NA>       0     11   2006
## 22             0        0   <NA> GdPrv        <NA>       0      6   2007
## 23             0        0   <NA>  <NA>        <NA>       0      9   2008
## 24             0        0   <NA>  <NA>        <NA>       0      6   2007
## 25             0        0   <NA> MnPrv        <NA>       0      5   2010
## 26             0        0   <NA>  <NA>        <NA>       0      7   2009
## 27             0        0   <NA>  <NA>        <NA>       0      5   2010
## 28             0        0   <NA>  <NA>        <NA>       0      5   2010
## 29             0        0   <NA>  <NA>        <NA>       0     12   2006
## 30             0        0   <NA>  <NA>        <NA>       0      5   2008
## 31             0        0   <NA> MnPrv        <NA>       0      7   2008
## 32             0        0   <NA> MnPrv        <NA>       0      6   2008
## 33             0        0   <NA>  <NA>        <NA>       0      1   2008
## 34             0        0   <NA>  <NA>        <NA>       0      4   2010
## 35             0        0   <NA>  <NA>        <NA>       0      8   2007
## 36             0        0   <NA>  <NA>        <NA>       0      9   2006
## 37             0        0   <NA>  <NA>        <NA>       0      6   2009
## 38             0        0   <NA>  <NA>        <NA>       0     10   2009
## 39             0        0   <NA>  <NA>        <NA>       0      1   2010
## 40             0        0   <NA>  <NA>        <NA>       0      6   2008
## 41             0        0   <NA>  GdWo        <NA>       0     12   2006
## 42             0        0   <NA>  <NA>        <NA>       0      7   2007
## 43             0        0   <NA> MnPrv        <NA>       0     12   2007
## 44             0        0   <NA> MnPrv        <NA>       0      7   2008
## 45             0        0   <NA>  <NA>        <NA>       0      5   2006
## 46             0        0   <NA>  <NA>        <NA>       0      2   2010
## 47           198        0   <NA>  <NA>        <NA>       0      8   2009
## 48             0        0   <NA>  <NA>        <NA>       0      7   2007
## 49             0        0   <NA>  <NA>        <NA>       0      6   2009
## 50             0        0   <NA> MnPrv        <NA>       0      1   2007
## 51             0        0   <NA>  <NA>        <NA>       0      7   2007
## 52             0        0   <NA> MnPrv        Shed     400      9   2006
## 53             0        0   <NA>  <NA>        <NA>       0      5   2010
## 54             0        0   <NA>  <NA>        <NA>       0     11   2006
## 55             0        0   <NA> MnPrv        <NA>       0      2   2007
## 56             0        0   <NA>  <NA>        <NA>       0      7   2008
## 57             0        0   <NA>  <NA>        <NA>       0      8   2009
## 58             0        0   <NA>  <NA>        <NA>       0      8   2006
## 59             0        0   <NA>  <NA>        <NA>       0     10   2006
## 60             0        0   <NA> MnPrv        <NA>       0      1   2008
## 61             0        0   <NA>  <NA>        <NA>       0      5   2006
## 62             0        0   <NA>  <NA>        <NA>       0      3   2007
## 63             0        0   <NA>  <NA>        <NA>       0     10   2007
## 64             0        0   <NA> GdPrv        <NA>       0      4   2010
## 65             0        0   <NA> GdPrv        <NA>       0      2   2009
## 66             0        0   <NA>  <NA>        <NA>       0     10   2007
## 67             0        0   <NA>  <NA>        <NA>       0      7   2010
## 68             0        0   <NA>  <NA>        <NA>       0      6   2007
## 69             0        0   <NA>  <NA>        <NA>       0      6   2010
## 70             0        0   <NA>  <NA>        <NA>       0      7   2006
## 71             0        0   <NA>  <NA>        <NA>       0      2   2007
## 72             0        0   <NA>  <NA>        <NA>       0      6   2007
## 73           291        0   <NA>  <NA>        <NA>       0     12   2009
## 74             0        0   <NA>  GdWo        <NA>       0      5   2010
## 75             0        0   <NA>  <NA>        <NA>       0      5   2010
## 76             0        0   <NA>  GdWo        <NA>       0     11   2009
## 77             0        0   <NA>  <NA>        <NA>       0      4   2008
## 78             0        0   <NA> MnPrv        <NA>       0      1   2008
## 79             0        0   <NA>  <NA>        <NA>       0      4   2010
## 80             0        0   <NA> MnPrv        <NA>       0      5   2009
## 81           252        0   <NA>  <NA>        <NA>       0      6   2009
## 82             0        0   <NA>  <NA>        <NA>       0      3   2006
## 83             0        0   <NA>  <NA>        <NA>       0     10   2008
## 84             0        0   <NA>  <NA>        <NA>       0      7   2007
## 85             0        0   <NA>  <NA>        Shed     700      5   2009
## 86             0        0   <NA>  <NA>        <NA>       0      4   2006
## 87             0        0   <NA>  <NA>        <NA>       0      3   2009
## 88             0        0   <NA>  <NA>        <NA>       0      6   2009
## 89             0        0   <NA> MnPrv        <NA>       0     10   2009
## 90             0        0   <NA>  <NA>        <NA>       0      8   2007
## 91             0        0   <NA>  <NA>        <NA>       0      7   2006
## 92             0        0   <NA>  GdWo        <NA>       0     12   2006
## 93             0        0   <NA>  <NA>        <NA>       0      8   2009
## 94            99        0   <NA>  <NA>        <NA>       0     11   2007
## 95             0        0   <NA>  <NA>        <NA>       0      5   2007
## 96             0        0   <NA>  <NA>        Shed     480      4   2009
## 97             0        0   <NA>  <NA>        <NA>       0      8   2006
## 98             0        0   <NA>  <NA>        <NA>       0      5   2007
## 99             0        0   <NA>  <NA>        Shed     400      5   2010
## 100            0        0   <NA>  <NA>        Shed     400      1   2010
## 101            0        0   <NA>  <NA>        <NA>       0      2   2010
## 102            0        0   <NA>  <NA>        <NA>       0      6   2010
## 103            0        0   <NA>  <NA>        <NA>       0      6   2009
## 104            0        0   <NA>  <NA>        <NA>       0      5   2010
## 105          184        0   <NA>  <NA>        <NA>       0      6   2007
## 106            0        0   <NA>  <NA>        <NA>       0      8   2008
## 107            0        0   <NA>  <NA>        Shed     450      8   2007
## 108            0        0   <NA>  <NA>        <NA>       0      4   2008
## 109            0        0   <NA>  <NA>        <NA>       0      8   2007
## 110            0        0   <NA> MnPrv        <NA>       0      1   2010
## 111            0        0   <NA>  <NA>        <NA>       0     10   2006
## 112            0        0   <NA>  <NA>        <NA>       0      4   2010
## 113          168        0   <NA>  <NA>        <NA>       0     10   2007
## 114            0        0   <NA> MnPrv        <NA>       0     10   2007
## 115            0        0   <NA> MnPrv        <NA>       0      7   2007
## 116            0        0   <NA>  <NA>        <NA>       0      6   2007
## 117            0        0   <NA>  <NA>        <NA>       0      9   2009
## 118            0        0   <NA>  <NA>        <NA>       0      4   2007
## 119            0        0   <NA>  <NA>        <NA>       0      5   2010
## 120            0        0   <NA>  <NA>        <NA>       0      7   2006
## 121            0        0   <NA>  <NA>        <NA>       0     10   2006
## 122            0        0   <NA> MnPrv        <NA>       0      6   2007
## 123          130        0   <NA>  <NA>        <NA>       0      6   2008
## 124            0        0   <NA>  <NA>        <NA>       0      3   2008
## 125            0        0   <NA>  <NA>        <NA>       0      1   2009
## 126            0        0   <NA>  <NA>        <NA>       0      6   2006
## 127            0        0   <NA>  <NA>        <NA>       0      2   2007
## 128            0        0   <NA>  <NA>        <NA>       0      6   2007
## 129            0        0   <NA>  <NA>        <NA>       0      7   2006
## 130            0        0   <NA>  MnWw        <NA>       0      7   2006
## 131            0        0   <NA> GdPrv        <NA>       0      5   2006
## 132            0        0   <NA>  <NA>        <NA>       0      7   2009
## 133            0        0   <NA>  <NA>        <NA>       0      7   2007
## 134            0        0   <NA>  <NA>        <NA>       0      6   2009
## 135            0        0   <NA> MnPrv        <NA>       0      7   2006
## 136            0        0   <NA> MnPrv        <NA>       0      5   2008
## 137            0        0   <NA>  <NA>        <NA>       0      7   2007
## 138            0        0   <NA>  <NA>        <NA>       0      7   2006
## 139            0        0   <NA> GdPrv        <NA>       0     12   2008
## 140            0        0   <NA> MnPrv        <NA>       0      8   2009
## 141            0        0   <NA>  <NA>        <NA>       0      4   2010
## 142            0        0   <NA>  <NA>        <NA>       0      1   2006
## 143            0        0   <NA> MnPrv        <NA>       0      6   2010
## 144            0        0   <NA>  <NA>        <NA>       0      6   2009
## 145            0        0   <NA>  <NA>        <NA>       0     11   2006
## 146            0        0   <NA>  <NA>        <NA>       0      4   2006
## 147            0        0   <NA>  <NA>        <NA>       0     11   2009
## 148            0        0   <NA>  <NA>        <NA>       0      5   2010
## 149            0        0   <NA>  <NA>        <NA>       0      4   2008
## 150            0        0   <NA>  <NA>        <NA>       0      4   2006
## 151            0        0   <NA> MnPrv        <NA>       0      1   2007
## 152            0        0   <NA>  <NA>        <NA>       0      1   2008
## 153            0        0   <NA>  GdWo        <NA>       0      6   2006
## 154            0        0   <NA>  <NA>        <NA>       0      3   2008
## 155            0        0   <NA>  <NA>        <NA>       0      3   2006
## 156            0        0   <NA>  <NA>        <NA>       0      4   2008
## 157            0        0   <NA>  <NA>        <NA>       0      6   2006
## 158            0        0   <NA>  <NA>        <NA>       0      5   2010
## 159            0        0   <NA>  GdWo        <NA>       0      5   2010
## 160            0        0   <NA>  <NA>        <NA>       0      3   2006
## 161            0        0   <NA>  <NA>        <NA>       0      6   2008
## 162            0        0   <NA>  <NA>        <NA>       0      3   2008
## 163            0        0   <NA>  <NA>        <NA>       0      5   2010
## 164            0        0   <NA> MnPrv        <NA>       0      4   2007
## 165            0        0   <NA>  <NA>        <NA>       0     10   2007
## 166            0        0   <NA>  <NA>        <NA>       0      9   2008
## 167          142        0   <NA>  GdWo        <NA>       0     11   2009
## 168            0        0   <NA>  <NA>        <NA>       0     11   2007
## 169            0        0   <NA>  <NA>        <NA>       0      5   2007
## 170            0        0   <NA>  <NA>        <NA>       0      1   2006
## 171            0        0   <NA>  <NA>        <NA>       0      5   2007
## 172            0        0   <NA>  <NA>        <NA>       0      5   2010
## 173            0        0   <NA>  <NA>        <NA>       0      6   2006
## 174            0        0   <NA>  <NA>        <NA>       0      6   2008
## 175            0        0   <NA>  <NA>        <NA>       0     11   2008
## 176            0        0   <NA> MnPrv        <NA>       0      6   2007
## 177          192        0   <NA>  <NA>        <NA>       0      9   2007
## 178            0        0   <NA>  <NA>        <NA>       0      7   2006
## 179            0        0   <NA>  <NA>        <NA>       0      7   2009
## 180            0        0   <NA>  <NA>        <NA>       0      7   2007
## 181            0        0   <NA>  <NA>        <NA>       0      6   2007
## 182            0        0   <NA>  <NA>        <NA>       0      7   2006
## 183            0        0   <NA> MnPrv        <NA>       0      6   2007
## 184            0        0   <NA>  <NA>        <NA>       0      6   2008
## 185            0        0   <NA> MnPrv        <NA>       0      6   2006
## 186          410        0   <NA> GdPrv        <NA>       0      6   2006
## 187            0        0   <NA> GdPrv        <NA>       0      6   2009
## 188            0        0   <NA> MnPrv        <NA>       0      8   2009
## 189            0        0   <NA>  <NA>        <NA>       0      6   2009
## 190          224        0   <NA>  <NA>        <NA>       0      8   2008
## 191            0        0   <NA>  <NA>        <NA>       0     12   2007
## 192            0        0   <NA>  <NA>        <NA>       0      6   2007
## 193            0        0   <NA>  <NA>        <NA>       0      9   2009
## 194            0        0   <NA>  <NA>        <NA>       0      5   2006
## 195            0        0   <NA>  <NA>        <NA>       0      5   2008
## 196            0        0   <NA>  <NA>        <NA>       0      7   2009
## 197          266        0   <NA>  <NA>        <NA>       0      9   2007
## 198            0      512     Ex GdPrv        <NA>       0      3   2006
## 199            0        0   <NA> MnPrv        <NA>       0      7   2009
## 200          170        0   <NA>  <NA>        <NA>       0      1   2009
## 201            0        0   <NA>  <NA>        <NA>       0      3   2010
## 202            0        0   <NA> MnPrv        <NA>       0      2   2008
## 203            0        0   <NA>  <NA>        <NA>       0      5   2006
## 204            0        0   <NA>  <NA>        <NA>       0      1   2008
## 205            0        0   <NA>  MnWw        <NA>       0      4   2009
## 206            0        0   <NA>  <NA>        <NA>       0      5   2009
## 207            0        0   <NA>  <NA>        <NA>       0      3   2007
## 208            0        0   <NA>  GdWo        <NA>       0      4   2008
## 209          154        0   <NA>  <NA>        <NA>       0      4   2007
## 210            0        0   <NA> MnPrv        <NA>       0      7   2008
## 211            0        0   <NA>  <NA>        <NA>       0      4   2008
## 212            0        0   <NA>  <NA>        <NA>       0      3   2010
## 213            0        0   <NA>  <NA>        <NA>       0      7   2009
## 214            0        0   <NA>  <NA>        <NA>       0      7   2006
## 215            0        0   <NA> MnPrv        Shed     450      3   2010
## 216            0        0   <NA> MnPrv        <NA>       0      5   2006
## 217            0        0   <NA>  <NA>        <NA>       0      4   2008
## 218            0        0   <NA>  <NA>        <NA>       0      9   2006
## 219            0        0   <NA>  <NA>        <NA>       0      5   2008
## 220            0        0   <NA>  <NA>        <NA>       0      3   2006
## 221            0        0   <NA>  <NA>        <NA>       0      4   2006
## 222            0        0   <NA>  <NA>        <NA>       0     12   2009
## 223            0        0   <NA> MnPrv        <NA>       0      2   2006
## 224            0        0   <NA>  <NA>        <NA>       0      3   2009
## 225            0        0   <NA>  <NA>        <NA>       0      6   2009
## 226            0        0   <NA>  <NA>        <NA>       0      5   2009
## 227            0        0   <NA>  <NA>        <NA>       0      6   2007
## 228            0        0   <NA>  <NA>        <NA>       0      9   2008
## 229            0        0   <NA> MnPrv        <NA>       0      5   2010
## 230            0        0   <NA>  <NA>        <NA>       0      5   2009
## 231            0        0   <NA>  <NA>        <NA>       0      4   2010
## 232            0        0   <NA>  <NA>        <NA>       0      7   2009
## 233            0        0   <NA>  <NA>        <NA>       0      6   2006
## 234            0        0   <NA> MnPrv        <NA>       0      2   2010
## 235            0        0   <NA>  <NA>        <NA>       0      5   2010
## 236            0        0   <NA>  <NA>        <NA>       0      8   2008
## 237            0        0   <NA>  <NA>        <NA>       0      5   2010
## 238            0        0   <NA>  <NA>        <NA>       0      2   2010
## 239            0        0   <NA>  <NA>        <NA>       0     12   2007
## 240            0        0   <NA> MnPrv        <NA>       0      4   2010
## 241            0        0   <NA>  <NA>        <NA>       0      4   2010
## 242            0        0   <NA>  <NA>        <NA>       0      8   2007
## 243            0        0   <NA>  <NA>        <NA>       0      4   2006
## 244            0        0   <NA>  <NA>        <NA>       0      4   2009
## 245            0        0   <NA>  <NA>        <NA>       0      5   2010
## 246            0        0   <NA>  <NA>        <NA>       0      6   2006
## 247            0        0   <NA>  <NA>        <NA>       0      4   2006
## 248            0        0   <NA>  <NA>        <NA>       0      6   2006
## 249            0        0   <NA>  <NA>        <NA>       0      9   2007
## 250            0        0   <NA>  <NA>        Shed     500      6   2007
## 251            0        0   <NA>  GdWo        Shed     450      5   2010
## 252          153        0   <NA>  <NA>        <NA>       0     12   2007
## 253            0        0   <NA>  <NA>        <NA>       0     12   2008
## 254            0        0   <NA> MnPrv        <NA>       0     10   2007
## 255            0        0   <NA>  <NA>        <NA>       0      6   2010
## 256            0        0   <NA>  <NA>        <NA>       0      2   2006
## 257            0        0   <NA>  <NA>        <NA>       0      5   2008
## 258            0        0   <NA>  <NA>        <NA>       0      3   2009
## 259            0        0   <NA>  <NA>        <NA>       0      5   2008
## 260            0        0   <NA>  <NA>        <NA>       0     12   2008
## 261            0        0   <NA>  GdWo        <NA>       0      5   2009
## 262            0        0   <NA>  <NA>        <NA>       0     11   2007
## 263            0        0   <NA>  GdWo        <NA>       0      7   2006
## 264            0        0   <NA>  <NA>        <NA>       0      4   2010
## 265            0        0   <NA>  <NA>        <NA>       0      6   2008
## 266            0        0   <NA> GdPrv        <NA>       0      6   2008
## 267            0        0   <NA>  <NA>        <NA>       0      6   2006
## 268            0        0   <NA>  <NA>        <NA>       0      7   2008
## 269            0        0   <NA>  <NA>        <NA>       0      2   2008
## 270            0        0   <NA> GdPrv        <NA>       0      5   2007
## 271            0        0   <NA>  <NA>        <NA>       0      8   2006
## 272            0        0   <NA>  <NA>        <NA>       0      4   2008
## 273            0        0   <NA>  <NA>        <NA>       0      4   2010
## 274            0        0   <NA> MnPrv        <NA>       0      4   2009
## 275            0        0   <NA>  <NA>        <NA>       0      6   2007
## 276          144        0   <NA>  <NA>        <NA>       0     10   2009
## 277            0        0   <NA>  <NA>        <NA>       0      4   2010
## 278            0        0   <NA>  <NA>        <NA>       0      6   2010
## 279          142        0   <NA>  <NA>        <NA>       0      5   2007
## 280            0        0   <NA>  <NA>        <NA>       0      3   2008
## 281            0        0   <NA>  <NA>        <NA>       0      1   2007
## 282            0        0   <NA>  <NA>        <NA>       0      5   2006
## 283            0        0   <NA>  <NA>        <NA>       0      4   2009
## 284            0        0   <NA>  <NA>        <NA>       0     12   2009
## 285            0        0   <NA>  <NA>        <NA>       0      7   2007
## 286            0        0   <NA>  <NA>        <NA>       0      6   2007
## 287          128        0   <NA> GdPrv        <NA>       0      6   2006
## 288            0        0   <NA>  <NA>        <NA>       0      6   2006
## 289            0        0   <NA> MnPrv        <NA>       0      2   2010
## 290          259        0   <NA>  <NA>        <NA>       0      7   2007
## 291            0        0   <NA>  <NA>        <NA>       0      7   2006
## 292            0        0   <NA>  <NA>        <NA>       0      3   2008
## 293          160        0   <NA>  <NA>        <NA>       0      1   2009
## 294            0        0   <NA>  <NA>        <NA>       0      3   2006
## 295            0        0   <NA>  <NA>        <NA>       0     10   2009
## 296            0        0   <NA> GdPrv        <NA>       0      3   2006
## 297            0        0   <NA> MnPrv        <NA>       0      6   2007
## 298          198        0   <NA>  <NA>        <NA>       0      6   2007
## 299            0        0   <NA>  <NA>        <NA>       0      6   2007
## 300            0        0   <NA> GdPrv        <NA>       0      8   2009
## 301            0        0   <NA>  <NA>        <NA>       0      6   2006
## 302            0        0   <NA>  <NA>        <NA>       0      5   2007
## 303            0        0   <NA>  <NA>        <NA>       0      1   2006
## 304            0        0   <NA>  GdWo        <NA>       0      7   2006
## 305            0        0   <NA>  <NA>        <NA>       0      5   2008
## 306            0        0   <NA>  <NA>        <NA>       0      7   2007
## 307            0        0   <NA>  <NA>        <NA>       0      6   2007
## 308            0        0   <NA> MnPrv        <NA>       0      3   2008
## 309            0        0   <NA>  <NA>        <NA>       0      3   2009
## 310            0        0   <NA>  <NA>        <NA>       0     11   2006
## 311            0        0   <NA>  <NA>        <NA>       0      5   2006
## 312            0        0   <NA>  <NA>        <NA>       0      5   2009
## 313          271        0   <NA> MnPrv        <NA>       0      5   2006
## 314            0        0   <NA>  <NA>        <NA>       0      6   2009
## 315            0        0   <NA>  <NA>        <NA>       0      8   2006
## 316            0        0   <NA>  <NA>        <NA>       0      7   2009
## 317            0        0   <NA> GdPrv        <NA>       0      8   2009
## 318            0        0   <NA>  <NA>        <NA>       0     12   2007
## 319            0        0   <NA>  <NA>        <NA>       0      4   2009
## 320            0        0   <NA>  <NA>        <NA>       0      6   2009
## 321            0        0   <NA>  <NA>        <NA>       0      9   2006
## 322            0        0   <NA>  <NA>        <NA>       0      6   2007
## 323            0        0   <NA> MnPrv        <NA>       0      8   2007
## 324            0        0   <NA>  <NA>        <NA>       0      7   2006
## 325            0        0   <NA>  <NA>        <NA>       0      6   2010
## 326            0        0   <NA>  <NA>        <NA>       0     12   2007
## 327            0        0   <NA>  <NA>        <NA>       0      5   2008
## 328            0        0   <NA>  <NA>        <NA>       0      4   2006
## 329            0        0   <NA>  <NA>        <NA>       0      7   2009
## 330            0        0   <NA>  GdWo        <NA>       0      7   2009
## 331            0        0   <NA>  <NA>        <NA>       0     11   2007
## 332            0        0   <NA>  <NA>        <NA>       0      8   2007
## 333            0        0   <NA>  <NA>        <NA>       0     10   2009
## 334            0        0   <NA>  <NA>        <NA>       0      7   2008
## 335            0        0   <NA>  <NA>        <NA>       0      7   2008
## 336            0        0   <NA>  <NA>        Shed     700      8   2008
## 337            0        0   <NA>  <NA>        <NA>       0      7   2007
## 338            0        0   <NA>  <NA>        <NA>       0     12   2008
## 339            0        0   <NA>  <NA>        Shed     400      5   2006
## 340          234        0   <NA>  <NA>        <NA>       0      6   2009
## 341            0        0   <NA>  <NA>        <NA>       0      4   2010
## 342            0        0   <NA>  <NA>        <NA>       0      9   2009
## 343            0        0   <NA>  <NA>        <NA>       0      5   2006
## 344            0        0   <NA>  <NA>        <NA>       0      7   2008
## 345            0        0   <NA>  <NA>        <NA>       0      4   2010
## 346            0        0   <NA>  <NA>        <NA>       0     10   2006
## 347            0        0   <NA>  <NA>        Gar2   15500      4   2007
## 348            0        0   <NA>  <NA>        <NA>       0     12   2009
## 349            0        0   <NA>  <NA>        <NA>       0     10   2008
## 350            0        0   <NA>  <NA>        <NA>       0      4   2006
## 351            0        0   <NA>  <NA>        <NA>       0     12   2007
## 352          184        0   <NA>  <NA>        <NA>       0     12   2006
## 353            0        0   <NA>  <NA>        <NA>       0      3   2008
## 354            0        0   <NA>  <NA>        <NA>       0      5   2010
## 355            0        0   <NA>  <NA>        <NA>       0      6   2006
## 356            0        0   <NA>  <NA>        <NA>       0      8   2007
## 357            0        0   <NA>  <NA>        <NA>       0      7   2009
## 358            0        0   <NA> MnPrv        <NA>       0      8   2007
## 359            0        0   <NA>  <NA>        <NA>       0      7   2006
## 360          374        0   <NA>  <NA>        <NA>       0      6   2006
## 361          192        0   <NA> MnPrv        <NA>       0      6   2007
## 362            0        0   <NA>  <NA>        <NA>       0      7   2008
## 363            0        0   <NA>  <NA>        <NA>       0      7   2009
## 364            0        0   <NA>  <NA>        <NA>       0      5   2009
## 365            0        0   <NA>  <NA>        <NA>       0      7   2006
## 366            0        0   <NA>  <NA>        <NA>       0      7   2009
## 367          185        0   <NA>  <NA>        <NA>       0      7   2009
## 368            0        0   <NA>  <NA>        <NA>       0     12   2008
## 369            0        0   <NA>  <NA>        <NA>       0      3   2010
## 370          182        0   <NA>  <NA>        <NA>       0      3   2010
## 371            0        0   <NA>  <NA>        <NA>       0      1   2006
## 372            0        0   <NA>  <NA>        <NA>       0      7   2008
## 373           90        0   <NA> MnPrv        <NA>       0      2   2010
## 374            0        0   <NA>  GdWo        <NA>       0     11   2009
## 375            0        0   <NA>  <NA>        <NA>       0      7   2007
## 376            0        0   <NA>  <NA>        <NA>       0      3   2009
## 377            0        0   <NA>  <NA>        <NA>       0      7   2006
## 378            0        0   <NA>  <NA>        <NA>       0     12   2007
## 379            0        0   <NA>  <NA>        <NA>       0      6   2010
## 380            0        0   <NA>  <NA>        <NA>       0      6   2009
## 381            0        0   <NA>  <NA>        <NA>       0      5   2010
## 382            0        0   <NA>  <NA>        <NA>       0      8   2006
## 383            0        0   <NA>  <NA>        <NA>       0      4   2007
## 384            0        0   <NA>  <NA>        <NA>       0     10   2009
## 385            0        0   <NA>  <NA>        <NA>       0      6   2007
## 386          144        0   <NA>  <NA>        <NA>       0      4   2010
## 387            0        0   <NA>  <NA>        <NA>       0      5   2006
## 388            0        0   <NA>  GdWo        <NA>       0     10   2009
## 389            0        0   <NA>  <NA>        <NA>       0      7   2008
## 390            0        0   <NA>  <NA>        <NA>       0      8   2008
## 391            0        0   <NA> MnPrv        <NA>       0      4   2008
## 392            0        0   <NA>  <NA>        <NA>       0      6   2009
## 393            0        0   <NA> MnPrv        Shed    1200      7   2007
## 394            0        0   <NA>  GdWo        <NA>       0      4   2006
## 395            0        0   <NA>  <NA>        <NA>       0      7   2007
## 396            0        0   <NA>  <NA>        <NA>       0      6   2010
## 397            0        0   <NA>  <NA>        <NA>       0      9   2009
## 398            0        0   <NA>  <NA>        <NA>       0      7   2007
## 399            0        0   <NA>  <NA>        <NA>       0     11   2007
## 400            0        0   <NA>  <NA>        <NA>       0     10   2009
## 401          224        0   <NA>  <NA>        <NA>       0     12   2008
## 402            0        0   <NA>  <NA>        <NA>       0      7   2006
## 403            0        0   <NA> GdPrv        <NA>       0      8   2008
## 404            0        0   <NA>  <NA>        <NA>       0      7   2006
## 405            0        0   <NA>  <NA>        <NA>       0      5   2007
## 406            0        0   <NA>  GdWo        <NA>       0      6   2009
## 407            0        0   <NA>  <NA>        <NA>       0      3   2008
## 408            0        0   <NA>  <NA>        <NA>       0      3   2008
## 409            0        0   <NA>  <NA>        <NA>       0      8   2007
## 410            0        0   <NA>  <NA>        <NA>       0      4   2008
## 411            0        0   <NA>  <NA>        <NA>       0      6   2009
## 412            0        0   <NA>  <NA>        <NA>       0      1   2006
## 413            0        0   <NA>  <NA>        <NA>       0      6   2010
## 414            0        0   <NA>  <NA>        <NA>       0      3   2010
## 415            0        0   <NA>  <NA>        <NA>       0     12   2008
## 416            0        0   <NA>  <NA>        <NA>       0      8   2007
## 417            0        0   <NA>  <NA>        <NA>       0      3   2006
## 418            0        0   <NA>  <NA>        <NA>       0     11   2007
## 419            0        0   <NA>  <NA>        <NA>       0      4   2007
## 420            0        0   <NA>  <NA>        <NA>       0      7   2010
## 421            0        0   <NA>  <NA>        <NA>       0     11   2008
## 422            0        0   <NA>  <NA>        <NA>       0      6   2009
## 423            0        0   <NA>  <NA>        <NA>       0      2   2008
## 424            0        0   <NA>  <NA>        <NA>       0      6   2008
## 425            0        0   <NA>  <NA>        <NA>       0      5   2008
## 426            0        0   <NA>  <NA>        <NA>       0      9   2009
## 427          396        0   <NA>  <NA>        <NA>       0      8   2009
## 428            0        0   <NA>  <NA>        <NA>       0      7   2008
## 429            0        0   <NA>  <NA>        <NA>       0      9   2007
## 430            0        0   <NA>  <NA>        <NA>       0      3   2009
## 431            0        0   <NA>  <NA>        <NA>       0      7   2008
## 432            0        0   <NA> MnPrv        <NA>       0      9   2008
## 433            0        0   <NA>  <NA>        <NA>       0      8   2007
## 434            0        0   <NA>  <NA>        <NA>       0      7   2008
## 435            0        0   <NA>  <NA>        <NA>       0      6   2008
## 436            0        0   <NA>  <NA>        <NA>       0      4   2009
## 437            0        0   <NA>  <NA>        <NA>       0     10   2006
## 438            0        0   <NA>  <NA>        <NA>       0      1   2009
## 439            0        0   <NA> MnPrv        <NA>       0      3   2007
## 440            0        0   <NA> GdPrv        Shed     800      8   2009
## 441          170        0   <NA>  <NA>        <NA>       0      4   2009
## 442            0        0   <NA>  <NA>        <NA>       0      9   2008
## 443            0        0   <NA>  <NA>        <NA>       0      6   2008
## 444            0        0   <NA>  <NA>        <NA>       0      6   2007
## 445            0        0   <NA>  <NA>        <NA>       0      7   2008
## 446            0        0   <NA> MnPrv        <NA>       0     11   2009
## 447            0        0   <NA>  <NA>        <NA>       0      6   2010
## 448            0        0   <NA>  <NA>        <NA>       0      7   2006
## 449            0        0   <NA>  <NA>        <NA>       0      6   2006
## 450            0        0   <NA>  <NA>        <NA>       0      6   2007
## 451            0        0   <NA>  <NA>        <NA>       0      6   2006
## 452            0        0   <NA>  <NA>        <NA>       0     12   2006
## 453            0        0   <NA>  <NA>        <NA>       0      7   2007
## 454            0        0   <NA>  <NA>        <NA>       0      6   2009
## 455            0        0   <NA>  <NA>        <NA>       0      7   2006
## 456            0        0   <NA>  <NA>        <NA>       0      9   2007
## 457            0        0   <NA>  <NA>        <NA>       0      5   2008
## 458            0        0   <NA>  <NA>        <NA>       0      3   2008
## 459            0        0   <NA> MnPrv        <NA>       0      6   2008
## 460            0        0   <NA>  <NA>        <NA>       0      7   2009
## 461            0        0   <NA>  <NA>        <NA>       0     12   2009
## 462            0        0   <NA> MnPrv        <NA>       0      4   2009
## 463            0        0   <NA>  GdWo        <NA>       0     12   2009
## 464            0        0   <NA>  <NA>        <NA>       0      8   2008
## 465            0        0   <NA>  <NA>        <NA>       0      8   2009
## 466            0        0   <NA>  <NA>        <NA>       0      5   2006
## 467          176        0   <NA>  GdWo        <NA>       0      4   2007
## 468            0        0   <NA>  <NA>        <NA>       0      6   2007
## 469            0        0   <NA>  <NA>        <NA>       0      5   2007
## 470            0        0   <NA>  <NA>        <NA>       0      6   2008
## 471          140        0   <NA>  <NA>        <NA>       0      6   2010
## 472          276        0   <NA>  <NA>        <NA>       0     11   2007
## 473            0        0   <NA>  <NA>        <NA>       0      6   2008
## 474            0        0   <NA>  <NA>        <NA>       0      7   2007
## 475            0        0   <NA>  <NA>        <NA>       0      8   2007
## 476          192        0   <NA>  <NA>        <NA>       0      7   2007
## 477            0        0   <NA>  <NA>        <NA>       0      4   2008
## 478            0        0   <NA>  <NA>        <NA>       0      3   2007
## 479            0        0   <NA>  <NA>        <NA>       0      9   2009
## 480            0        0   <NA> MnPrv        <NA>       0      3   2007
## 481            0        0   <NA>  <NA>        <NA>       0      3   2006
## 482            0        0   <NA>  <NA>        <NA>       0      8   2006
## 483            0        0   <NA>  <NA>        <NA>       0      6   2009
## 484            0        0   <NA>  <NA>        <NA>       0      5   2006
## 485            0        0   <NA>  <NA>        <NA>       0      3   2007
## 486            0        0   <NA>  <NA>        <NA>       0      7   2009
## 487            0        0   <NA>  <NA>        <NA>       0      6   2007
## 488          180        0   <NA>  <NA>        <NA>       0      2   2007
## 489            0        0   <NA>  <NA>        <NA>       0      5   2006
## 490            0        0   <NA>  <NA>        <NA>       0      5   2009
## 491            0        0   <NA>  <NA>        <NA>       0      6   2008
## 492            0        0   <NA> MnPrv        <NA>       0      8   2006
## 493            0        0   <NA>  <NA>        <NA>       0      5   2006
## 494            0        0   <NA>  <NA>        <NA>       0      6   2008
## 495            0        0   <NA>  <NA>        <NA>       0     12   2009
## 496            0        0   <NA>  GdWo        <NA>       0     11   2009
## 497            0        0   <NA>  <NA>        <NA>       0      5   2007
## 498            0        0   <NA> GdPrv        <NA>       0      6   2008
## 499            0        0   <NA> MnPrv        <NA>       0      6   2009
## 500            0        0   <NA>  MnWw        Shed     480      6   2007
## 501            0        0   <NA>  <NA>        <NA>       0      5   2007
## 502            0        0   <NA>  <NA>        <NA>       0      2   2008
## 503            0        0   <NA> GdPrv        Shed     400      4   2007
## 504          161        0   <NA>  GdWo        <NA>       0      3   2010
## 505            0        0   <NA>  <NA>        <NA>       0      6   2009
## 506            0        0   <NA>  <NA>        <NA>       0      7   2009
## 507            0        0   <NA>  <NA>        <NA>       0      9   2006
## 508            0        0   <NA>  <NA>        <NA>       0      9   2009
## 509            0        0   <NA>  <NA>        <NA>       0     10   2008
## 510            0        0   <NA> MnPrv        <NA>       0      7   2009
## 511          168        0   <NA>  <NA>        Shed    2000      6   2009
## 512            0        0   <NA>  <NA>        <NA>       0      3   2006
## 513            0        0   <NA>  <NA>        <NA>       0      7   2006
## 514            0        0   <NA>  <NA>        <NA>       0      6   2007
## 515            0        0   <NA> MnPrv        <NA>       0      6   2007
## 516            0        0   <NA>  <NA>        <NA>       0      9   2009
## 517            0        0   <NA> GdPrv        <NA>       0      8   2009
## 518            0        0   <NA>  <NA>        <NA>       0      7   2009
## 519            0        0   <NA> MnPrv        <NA>       0      5   2007
## 520          145        0   <NA> MnPrv        <NA>       0      6   2009
## 521            0        0   <NA>  <NA>        <NA>       0      8   2008
## 522            0        0   <NA>  <NA>        <NA>       0      5   2007
## 523            0        0   <NA>  <NA>        <NA>       0     10   2006
## 524            0        0   <NA>  <NA>        <NA>       0     10   2007
## 525            0        0   <NA>  <NA>        <NA>       0      8   2007
## 526            0        0   <NA>  <NA>        <NA>       0      4   2006
## 527            0        0   <NA>  <NA>        <NA>       0      6   2007
## 528            0        0   <NA>  <NA>        <NA>       0     11   2008
## 529            0        0   <NA>  <NA>        <NA>       0      7   2007
## 530            0        0   <NA>  <NA>        <NA>       0      3   2007
## 531            0        0   <NA>  <NA>        <NA>       0      8   2008
## 532            0        0   <NA>  <NA>        <NA>       0      6   2008
## 533            0        0   <NA>  <NA>        <NA>       0      4   2010
## 534            0        0   <NA>  <NA>        <NA>       0      1   2007
## 535            0        0   <NA>  <NA>        <NA>       0     10   2006
## 536            0        0   <NA>  <NA>        <NA>       0      1   2008
## 537            0        0   <NA>  <NA>        <NA>       0      7   2008
## 538            0        0   <NA>  MnWw        <NA>       0      4   2008
## 539            0        0   <NA>  <NA>        <NA>       0      7   2006
## 540            0        0   <NA> MnPrv        Shed    2000      5   2010
## 541            0        0   <NA>  <NA>        <NA>       0      3   2009
## 542            0        0   <NA>  <NA>        <NA>       0      6   2007
## 543            0        0   <NA>  <NA>        <NA>       0      6   2009
## 544            0        0   <NA>  <NA>        <NA>       0      6   2007
## 545            0        0   <NA>  <NA>        <NA>       0      9   2006
## 546            0        0   <NA>  <NA>        <NA>       0      2   2006
## 547            0        0   <NA>  <NA>        <NA>       0      5   2007
## 548            0        0   <NA>  <NA>        <NA>       0      4   2007
## 549            0        0   <NA> MnPrv        <NA>       0      6   2008
## 550            0        0   <NA>  <NA>        <NA>       0     11   2009
## 551          200        0   <NA>  <NA>        <NA>       0     10   2008
## 552            0        0   <NA>  <NA>        <NA>       0      6   2008
## 553            0        0   <NA>  <NA>        <NA>       0      7   2009
## 554            0        0   <NA> MnPrv        <NA>       0      5   2009
## 555            0        0   <NA>  <NA>        <NA>       0      8   2008
## 556            0        0   <NA>  <NA>        <NA>       0      8   2006
## 557          122        0   <NA>  MnWw        <NA>       0      5   2006
## 558            0        0   <NA>  <NA>        <NA>       0      9   2006
## 559            0        0   <NA>  <NA>        <NA>       0      8   2008
## 560            0        0   <NA>  <NA>        <NA>       0     10   2006
## 561           95        0   <NA>  <NA>        <NA>       0      5   2010
## 562            0        0   <NA>  <NA>        <NA>       0      4   2006
## 563            0        0   <NA>  <NA>        <NA>       0      7   2008
## 564          144        0   <NA>  <NA>        <NA>       0      7   2008
## 565            0        0   <NA>  <NA>        <NA>       0      7   2006
## 566            0        0   <NA>  <NA>        <NA>       0      5   2010
## 567            0        0   <NA>  <NA>        <NA>       0      6   2008
## 568            0        0   <NA>  <NA>        <NA>       0      3   2010
## 569            0        0   <NA>  <NA>        <NA>       0      9   2009
## 570            0        0   <NA>  <NA>        <NA>       0     12   2006
## 571            0        0   <NA>  <NA>        <NA>       0     11   2008
## 572            0        0   <NA>  <NA>        <NA>       0     10   2006
## 573            0        0   <NA>  <NA>        <NA>       0      7   2009
## 574            0        0   <NA>  <NA>        <NA>       0     12   2007
## 575            0        0   <NA>  GdWo        <NA>       0     12   2007
## 576            0        0   <NA>  <NA>        <NA>       0     10   2008
## 577            0        0   <NA>  <NA>        <NA>       0      8   2009
## 578            0        0   <NA>  <NA>        <NA>       0      5   2006
## 579            0        0   <NA>  <NA>        <NA>       0      2   2008
## 580            0        0   <NA>  <NA>        <NA>       0     11   2008
## 581            0        0   <NA>  <NA>        <NA>       0      6   2007
## 582            0        0   <NA>  <NA>        <NA>       0      8   2009
## 583            0        0   <NA>  <NA>        <NA>       0      5   2007
## 584            0        0   <NA>  <NA>        <NA>       0      7   2008
## 585          120        0   <NA>  <NA>        <NA>       0      7   2009
## 586            0        0   <NA>  <NA>        <NA>       0      3   2006
## 587            0        0   <NA>  MnWw        <NA>       0      5   2008
## 588            0        0   <NA>  <NA>        <NA>       0      7   2009
## 589           60        0   <NA>  <NA>        <NA>       0      6   2009
## 590            0        0   <NA>  <NA>        Shed     600      8   2008
## 591            0        0   <NA>  <NA>        <NA>       0      9   2008
## 592            0        0   <NA>  <NA>        <NA>       0      6   2009
## 593            0        0   <NA>  <NA>        <NA>       0      6   2008
## 594            0        0   <NA>  <NA>        <NA>       0      5   2009
## 595            0        0   <NA> MnPrv        <NA>       0      4   2008
## 596          120        0   <NA>  <NA>        <NA>       0      8   2006
## 597            0        0   <NA>  <NA>        <NA>       0     10   2006
## 598            0        0   <NA>  <NA>        <NA>       0      2   2007
## 599            0        0   <NA>  <NA>        <NA>       0      3   2006
## 600            0        0   <NA> GdPrv        <NA>       0      7   2008
## 601            0        0   <NA>  <NA>        <NA>       0      6   2006
## 602          126        0   <NA>  <NA>        <NA>       0     12   2007
## 603            0        0   <NA>  <NA>        <NA>       0      2   2006
## 604            0        0   <NA>  <NA>        <NA>       0      6   2010
## 605            0        0   <NA>  <NA>        <NA>       0      9   2008
## 606          189        0   <NA>  <NA>        <NA>       0     10   2009
## 607            0        0   <NA> GdPrv        <NA>       0     11   2009
## 608            0        0   <NA>  <NA>        <NA>       0      8   2006
## 609            0        0   <NA>  <NA>        <NA>       0      9   2007
## 610            0        0   <NA>  <NA>        <NA>       0      4   2007
## 611            0        0   <NA>  <NA>        <NA>       0      5   2009
## 612            0        0   <NA> MnPrv        Shed     500      7   2007
## 613            0        0   <NA>  <NA>        <NA>       0     11   2009
## 614            0        0   <NA>  <NA>        <NA>       0     12   2007
## 615            0        0   <NA>  <NA>        <NA>       0      5   2010
## 616            0        0   <NA> MnPrv        <NA>       0      5   2010
## 617            0        0   <NA>  <NA>        <NA>       0      6   2006
## 618            0        0   <NA>  <NA>        <NA>       0      6   2008
## 619          260        0   <NA>  <NA>        <NA>       0      7   2007
## 620            0        0   <NA>  <NA>        <NA>       0      8   2008
## 621            0        0   <NA>  <NA>        <NA>       0      9   2008
## 622            0        0   <NA>  <NA>        <NA>       0      6   2008
## 623            0        0   <NA>  <NA>        <NA>       0      7   2009
## 624            0        0   <NA>  <NA>        <NA>       0      6   2007
## 625          147        0   <NA>  <NA>        <NA>       0     11   2006
## 626          385        0   <NA>  <NA>        <NA>       0      2   2010
## 627            0        0   <NA>  GdWo        Shed     600      8   2007
## 628            0        0   <NA>  <NA>        <NA>       0      3   2010
## 629            0        0   <NA>  <NA>        <NA>       0      9   2007
## 630            0        0   <NA> GdPrv        <NA>       0      6   2008
## 631            0        0   <NA> MnPrv        <NA>       0      6   2006
## 632            0        0   <NA>  <NA>        <NA>       0      8   2007
## 633            0        0   <NA>  <NA>        <NA>       0      4   2009
## 634            0        0   <NA>  <NA>        <NA>       0      7   2007
## 635            0        0   <NA> GdPrv        Shed     600      6   2010
## 636            0        0   <NA>  <NA>        <NA>       0      3   2007
## 637            0        0   <NA>  <NA>        <NA>       0      1   2009
## 638            0        0   <NA>  <NA>        <NA>       0     11   2009
## 639            0        0   <NA> MnPrv        <NA>       0      5   2008
## 640            0        0   <NA>  <NA>        <NA>       0     10   2006
## 641            0        0   <NA>  <NA>        <NA>       0      4   2008
## 642            0        0   <NA>  <NA>        <NA>       0      5   2007
## 643            0        0   <NA> MnPrv        <NA>       0      7   2009
## 644            0        0   <NA>  GdWo        <NA>       0      4   2007
## 645            0        0   <NA>  <NA>        <NA>       0     10   2009
## 646            0        0   <NA>  <NA>        <NA>       0      3   2007
## 647            0        0   <NA>  <NA>        <NA>       0      7   2008
## 648          287        0   <NA>  <NA>        <NA>       0      6   2008
## 649            0        0   <NA>  <NA>        <NA>       0      6   2010
## 650            0        0   <NA> MnPrv        <NA>       0     12   2007
## 651            0        0   <NA>  <NA>        <NA>       0      5   2008
## 652            0        0   <NA> MnPrv        <NA>       0     10   2009
## 653            0        0   <NA>  <NA>        <NA>       0      7   2009
## 654            0        0   <NA> MnPrv        <NA>       0      6   2008
## 655            0        0   <NA>  <NA>        <NA>       0      8   2008
## 656            0        0   <NA>  <NA>        <NA>       0      3   2010
## 657            0        0   <NA> MnPrv        <NA>       0      8   2008
## 658            0        0   <NA> MnPrv        <NA>       0      2   2008
## 659            0        0   <NA>  <NA>        <NA>       0      1   2010
## 660            0        0   <NA> MnPrv        <NA>       0      3   2009
## 661            0        0   <NA>  <NA>        <NA>       0     11   2007
## 662            0        0   <NA>  <NA>        <NA>       0      7   2009
## 663            0        0   <NA>  <NA>        <NA>       0      7   2009
## 664            0        0   <NA> MnPrv        <NA>       0      4   2008
## 665            0        0   <NA>  <NA>        <NA>       0      1   2006
## 666            0        0   <NA>  <NA>        <NA>       0     11   2006
## 667            0        0   <NA>  <NA>        <NA>       0      8   2007
## 668            0        0   <NA>  <NA>        <NA>       0     10   2008
## 669            0        0   <NA>  <NA>        <NA>       0     11   2006
## 670            0        0   <NA>  <NA>        <NA>       0      7   2006
## 671            0        0   <NA>  <NA>        <NA>       0      2   2009
## 672            0        0   <NA>  <NA>        <NA>       0      7   2009
## 673            0        0   <NA>  <NA>        <NA>       0      6   2006
## 674          200        0   <NA>  <NA>        <NA>       0      6   2007
## 675            0        0   <NA>  <NA>        <NA>       0      7   2008
## 676            0        0   <NA>  <NA>        <NA>       0      4   2009
## 677            0        0   <NA>  <NA>        <NA>       0      5   2006
## 678            0        0   <NA>  <NA>        <NA>       0      5   2009
## 679            0        0   <NA>  <NA>        <NA>       0      7   2009
## 680            0        0   <NA>  <NA>        <NA>       0     10   2007
## 681            0        0   <NA>  <NA>        <NA>       0      5   2010
## 682            0        0   <NA>  <NA>        <NA>       0      7   2009
## 683            0        0   <NA>  <NA>        <NA>       0     11   2008
## 684            0        0   <NA>  <NA>        <NA>       0      7   2007
## 685            0        0   <NA>  <NA>        <NA>       0      6   2010
## 686            0        0   <NA>  <NA>        <NA>       0      9   2007
## 687            0        0   <NA>  <NA>        <NA>       0      8   2007
## 688            0        0   <NA>  <NA>        <NA>       0      3   2007
## 689            0        0   <NA>  <NA>        <NA>       0     10   2007
## 690            0        0   <NA>  <NA>        <NA>       0      6   2007
## 691            0        0   <NA>  <NA>        <NA>       0      5   2008
## 692            0        0   <NA>  <NA>        <NA>       0      1   2007
## 693            0        0   <NA>  <NA>        <NA>       0      4   2006
## 694            0        0   <NA>  <NA>        <NA>       0     12   2006
## 695            0        0   <NA> MnPrv        <NA>       0      4   2009
## 696            0        0   <NA>  <NA>        <NA>       0      7   2006
## 697            0        0   <NA>  <NA>        <NA>       0      6   2006
## 698            0        0   <NA>  <NA>        <NA>       0      9   2006
## 699            0        0   <NA> MnPrv        <NA>       0      4   2010
## 700            0        0   <NA>  <NA>        <NA>       0      7   2008
## 701            0        0   <NA>  <NA>        <NA>       0      5   2006
## 702            0        0   <NA>  <NA>        <NA>       0      7   2006
## 703            0        0   <NA>  <NA>        <NA>       0      7   2006
## 704            0        0   <NA> MnPrv        <NA>       0      5   2010
## 705            0        0   <NA>  <NA>        <NA>       0      5   2010
## 706            0        0   <NA>  <NA>        Othr    3500      7   2010
## 707            0        0   <NA>  <NA>        <NA>       0      6   2007
## 708            0        0   <NA>  <NA>        <NA>       0     12   2009
## 709            0        0   <NA>  <NA>        <NA>       0      7   2007
## 710            0        0   <NA> MnPrv        <NA>       0     12   2008
## 711            0        0   <NA>  <NA>        <NA>       0      7   2008
## 712            0        0   <NA>  <NA>        <NA>       0      1   2010
## 713            0        0   <NA>  <NA>        <NA>       0     10   2008
## 714            0        0   <NA>  <NA>        <NA>       0      5   2006
## 715            0        0   <NA>  <NA>        <NA>       0      3   2010
## 716            0        0   <NA> MnPrv        <NA>       0      8   2009
## 717            0        0   <NA>  <NA>        <NA>       0      7   2007
## 718            0        0   <NA> MnPrv        <NA>       0     11   2008
## 719            0        0   <NA>  <NA>        <NA>       0      8   2008
## 720            0        0   <NA>  <NA>        <NA>       0      5   2006
## 721            0        0   <NA>  <NA>        <NA>       0     12   2006
## 722            0        0   <NA>  <NA>        <NA>       0      5   2010
## 723            0        0   <NA>  <NA>        <NA>       0      7   2009
## 724          156        0   <NA>  <NA>        <NA>       0      5   2008
## 725            0        0   <NA>  <NA>        <NA>       0      2   2009
## 726            0        0   <NA>  <NA>        Shed     500     11   2009
## 727            0        0   <NA>  <NA>        <NA>       0     12   2009
## 728            0        0   <NA>  <NA>        <NA>       0      2   2009
## 729            0        0   <NA>  <NA>        <NA>       0      7   2009
## 730            0        0   <NA>  <NA>        <NA>       0      1   2009
## 731            0        0   <NA>  <NA>        <NA>       0      3   2010
## 732            0        0   <NA>  <NA>        <NA>       0      5   2007
## 733            0        0   <NA>  <NA>        <NA>       0      7   2008
## 734            0        0   <NA>  GdWo        Shed     400      3   2009
## 735            0        0   <NA>  <NA>        <NA>       0      5   2007
## 736            0        0   <NA>  <NA>        <NA>       0     10   2006
## 737            0        0   <NA>  <NA>        <NA>       0      7   2006
## 738            0        0   <NA>  <NA>        <NA>       0      6   2006
## 739            0        0   <NA>  <NA>        <NA>       0      3   2009
## 740            0        0   <NA>  <NA>        <NA>       0      4   2009
## 741            0        0   <NA> GdPrv        <NA>       0      5   2007
## 742            0        0   <NA> GdPrv        <NA>       0      5   2008
## 743            0        0   <NA> GdPrv        <NA>       0     12   2007
## 744          100        0   <NA>  <NA>        <NA>       0     10   2009
## 745            0        0   <NA>  <NA>        <NA>       0     10   2008
## 746            0        0   <NA>  <NA>        <NA>       0      7   2008
## 747            0        0   <NA>  <NA>        <NA>       0      4   2009
## 748            0        0   <NA>  <NA>        <NA>       0      5   2009
## 749            0        0   <NA>  <NA>        <NA>       0      3   2010
## 750            0        0   <NA>  <NA>        <NA>       0      4   2009
## 751            0        0   <NA>  <NA>        <NA>       0      6   2010
## 752            0        0   <NA>  <NA>        <NA>       0      8   2007
## 753            0        0   <NA>  <NA>        <NA>       0      7   2006
## 754            0        0   <NA>  <NA>        <NA>       0      3   2006
## 755            0        0   <NA>  <NA>        <NA>       0      7   2009
## 756            0        0   <NA>  <NA>        <NA>       0      3   2009
## 757            0        0   <NA>  <NA>        <NA>       0      4   2009
## 758            0        0   <NA> GdPrv        <NA>       0      4   2010
## 759            0        0   <NA>  <NA>        <NA>       0      8   2008
## 760            0        0   <NA>  <NA>        <NA>       0     11   2007
## 761            0        0   <NA>  <NA>        Shed     450     10   2009
## 762            0        0   <NA>  <NA>        <NA>       0     10   2009
## 763            0        0   <NA>  <NA>        <NA>       0      6   2010
## 764          180        0   <NA>  <NA>        <NA>       0      7   2009
## 765          216        0   <NA>  <NA>        <NA>       0      4   2006
## 766            0        0   <NA>  <NA>        <NA>       0      8   2008
## 767            0        0   <NA> MnPrv        Shed     500      3   2010
## 768            0        0   <NA>  <NA>        Shed    1300      7   2008
## 769            0        0   <NA>  <NA>        <NA>       0     10   2006
## 770          210        0   <NA>  <NA>        <NA>       0      6   2010
## 771            0        0   <NA>  <NA>        <NA>       0      4   2009
## 772            0        0   <NA>  <NA>        <NA>       0      4   2006
## 773            0        0   <NA> MnPrv        <NA>       0      3   2010
## 774            0        0   <NA>  <NA>        <NA>       0      7   2007
## 775            0        0   <NA>  <NA>        <NA>       0      7   2007
## 776            0        0   <NA>  <NA>        <NA>       0      6   2009
## 777            0        0   <NA>  <NA>        <NA>       0      7   2006
## 778            0        0   <NA> MnPrv        <NA>       0      6   2006
## 779            0        0   <NA>  <NA>        <NA>       0     10   2007
## 780            0        0   <NA>  <NA>        <NA>       0      5   2006
## 781            0        0   <NA>  <NA>        <NA>       0      6   2007
## 782            0        0   <NA>  <NA>        <NA>       0      7   2006
## 783            0        0   <NA>  <NA>        <NA>       0      6   2009
## 784            0        0   <NA>  <NA>        <NA>       0      7   2009
## 785            0        0   <NA>  <NA>        <NA>       0      6   2008
## 786          197        0   <NA>  <NA>        <NA>       0      9   2009
## 787            0        0   <NA>  <NA>        Shed    1200      6   2010
## 788            0        0   <NA>  <NA>        <NA>       0      1   2010
## 789            0        0   <NA>  <NA>        <NA>       0      8   2008
## 790            0        0   <NA>  <NA>        <NA>       0      7   2007
## 791            0        0   <NA>  <NA>        <NA>       0      9   2009
## 792            0        0   <NA>  <NA>        <NA>       0      5   2007
## 793            0        0   <NA>  <NA>        <NA>       0      6   2007
## 794            0        0   <NA>  <NA>        <NA>       0      6   2007
## 795            0        0   <NA>  <NA>        Shed     500     10   2008
## 796          204        0   <NA> MnPrv        <NA>       0      4   2010
## 797            0        0   <NA> MnPrv        <NA>       0      4   2007
## 798            0        0   <NA>  <NA>        <NA>       0      4   2008
## 799            0        0   <NA>  <NA>        <NA>       0      7   2009
## 800            0        0   <NA> MnPrv        <NA>       0      6   2007
## 801            0        0   <NA>  <NA>        Shed     400      5   2008
## 802            0        0   <NA>  <NA>        <NA>       0      7   2007
## 803            0        0   <NA>  <NA>        <NA>       0     10   2008
## 804          192        0   <NA>  <NA>        <NA>       0      1   2009
## 805            0        0   <NA>  GdWo        <NA>       0      6   2006
## 806            0        0   <NA>  <NA>        <NA>       0      7   2008
## 807            0        0   <NA>  <NA>        <NA>       0     10   2006
## 808            0        0   <NA>  <NA>        <NA>       0      5   2009
## 809            0        0   <NA>  GdWo        <NA>       0      6   2006
## 810            0        0   <NA> MnPrv        <NA>       0     11   2009
## 811            0      648     Fa GdPrv        <NA>       0      1   2006
## 812            0        0   <NA>  <NA>        <NA>       0      6   2008
## 813            0        0   <NA>  <NA>        Shed      54      6   2010
## 814            0        0   <NA>  <NA>        Shed     500      4   2007
## 815            0        0   <NA>  <NA>        <NA>       0      7   2006
## 816            0        0   <NA>  <NA>        <NA>       0      5   2010
## 817            0        0   <NA>  <NA>        <NA>       0      7   2006
## 818            0        0   <NA>  <NA>        <NA>       0      7   2008
## 819            0        0   <NA> MnPrv        <NA>       0      6   2010
## 820            0        0   <NA>  <NA>        <NA>       0      6   2010
## 821            0        0   <NA>  <NA>        <NA>       0      6   2008
## 822            0        0   <NA>  <NA>        <NA>       0      2   2009
## 823            0        0   <NA>  <NA>        <NA>       0     10   2007
## 824            0        0   <NA>  GdWo        <NA>       0      7   2009
## 825            0        0   <NA>  <NA>        <NA>       0      6   2006
## 826            0        0   <NA>  <NA>        <NA>       0      6   2008
## 827            0        0   <NA>  <NA>        <NA>       0      5   2008
## 828            0        0   <NA>  <NA>        <NA>       0      4   2009
## 829          225        0   <NA>  <NA>        <NA>       0      6   2009
## 830            0        0   <NA>  <NA>        <NA>       0      7   2006
## 831          192        0   <NA>  <NA>        <NA>       0      6   2008
## 832            0        0   <NA>  <NA>        <NA>       0      6   2006
## 833            0        0   <NA>  <NA>        <NA>       0      1   2010
## 834          152        0   <NA>  <NA>        <NA>       0      2   2009
## 835            0        0   <NA>  GdWo        <NA>       0      9   2008
## 836            0        0   <NA>  <NA>        <NA>       0      2   2010
## 837            0        0   <NA>  GdWo        <NA>       0      6   2007
## 838            0        0   <NA>  <NA>        <NA>       0     11   2008
## 839            0        0   <NA>  <NA>        <NA>       0      6   2008
## 840            0        0   <NA>  <NA>        <NA>       0      5   2008
## 841            0        0   <NA>  <NA>        <NA>       0      3   2008
## 842            0        0   <NA>  <NA>        <NA>       0      6   2008
## 843            0        0   <NA> GdPrv        <NA>       0      5   2008
## 844            0        0   <NA>  <NA>        <NA>       0      7   2007
## 845            0        0   <NA>  <NA>        <NA>       0      6   2008
## 846            0        0   <NA>  <NA>        <NA>       0      1   2007
## 847            0        0   <NA>  <NA>        <NA>       0      7   2009
## 848            0        0   <NA>  <NA>        <NA>       0      8   2009
## 849          175        0   <NA>  <NA>        <NA>       0      9   2008
## 850            0        0   <NA>  <NA>        <NA>       0      8   2007
## 851            0        0   <NA>  <NA>        <NA>       0     11   2007
## 852            0        0   <NA>  <NA>        <NA>       0      5   2006
## 853          126        0   <NA> MnPrv        <NA>       0      8   2007
## 854            0        0   <NA> MnPrv        <NA>       0      8   2009
## 855          312        0   <NA>  <NA>        <NA>       0      7   2006
## 856            0        0   <NA>  <NA>        <NA>       0      4   2010
## 857            0        0   <NA> MnPrv        <NA>       0     10   2008
## 858            0        0   <NA>  <NA>        <NA>       0      3   2009
## 859            0        0   <NA> MnPrv        <NA>       0      6   2009
## 860          222        0   <NA>  <NA>        <NA>       0      8   2006
## 861            0        0   <NA> GdPrv        <NA>       0      6   2007
## 862            0        0   <NA>  <NA>        <NA>       0      4   2010
## 863            0        0   <NA> GdPrv        <NA>       0      5   2010
## 864            0        0   <NA> GdPrv        <NA>       0      7   2009
## 865            0        0   <NA>  <NA>        <NA>       0      5   2008
## 866            0        0   <NA> MnPrv        <NA>       0      8   2009
## 867            0        0   <NA>  <NA>        <NA>       0     11   2007
## 868            0        0   <NA>  <NA>        Shed     400      5   2007
## 869            0        0   <NA>  <NA>        <NA>       0      5   2006
## 870            0        0   <NA> GdPrv        <NA>       0      6   2010
## 871            0        0   <NA>  <NA>        <NA>       0      8   2009
## 872            0        0   <NA>  <NA>        <NA>       0      6   2010
## 873            0        0   <NA>  GdWo        <NA>       0     10   2008
## 874            0        0   <NA>  <NA>        Othr       0      9   2009
## 875            0        0   <NA>  <NA>        <NA>       0      8   2009
## 876            0        0   <NA>  <NA>        <NA>       0      8   2007
## 877            0        0   <NA>  <NA>        <NA>       0      1   2007
## 878            0        0   <NA>  <NA>        <NA>       0      6   2009
## 879            0        0   <NA> MnPrv        Shed     400      6   2010
## 880            0        0   <NA>  GdWo        <NA>       0      7   2009
## 881            0        0   <NA>  <NA>        <NA>       0      6   2007
## 882            0        0   <NA>  <NA>        <NA>       0      4   2007
## 883            0        0   <NA> MnPrv        <NA>       0     12   2009
## 884            0        0   <NA>  <NA>        <NA>       0      3   2006
## 885            0        0   <NA>  GdWo        <NA>       0      7   2009
## 886            0        0   <NA>  <NA>        <NA>       0      1   2008
## 887            0        0   <NA>  <NA>        <NA>       0      6   2006
## 888          265        0   <NA>  <NA>        <NA>       0      4   2008
## 889          224        0   <NA>  <NA>        <NA>       0     10   2007
## 890            0        0   <NA>  <NA>        <NA>       0      2   2009
## 891            0        0   <NA> MnPrv        Shed    2000      7   2007
## 892            0        0   <NA>  <NA>        <NA>       0      7   2009
## 893            0        0   <NA> MnPrv        <NA>       0      2   2006
## 894            0        0   <NA> GdPrv        <NA>       0      6   2008
## 895            0        0   <NA>  <NA>        <NA>       0      6   2009
## 896            0        0   <NA>  <NA>        <NA>       0     10   2008
## 897            0        0   <NA>  <NA>        <NA>       0      4   2006
## 898            0        0   <NA>  <NA>        <NA>       0      6   2009
## 899            0        0   <NA>  <NA>        <NA>       0      3   2010
## 900            0        0   <NA>  <NA>        <NA>       0      6   2006
## 901            0        0   <NA>  <NA>        <NA>       0      6   2007
## 902            0        0   <NA>  <NA>        <NA>       0      5   2009
## 903            0        0   <NA>  <NA>        <NA>       0      7   2006
## 904            0        0   <NA>  <NA>        <NA>       0      8   2006
## 905            0        0   <NA> MnPrv        <NA>       0      8   2007
## 906            0        0   <NA> MnPrv        <NA>       0      2   2010
## 907            0        0   <NA>  <NA>        <NA>       0      6   2007
## 908          322        0   <NA>  <NA>        <NA>       0      6   2006
## 909            0        0   <NA> MnPrv        <NA>       0      6   2006
## 910            0        0   <NA>  <NA>        <NA>       0      6   2009
## 911            0        0   <NA>  <NA>        <NA>       0      1   2010
## 912            0        0   <NA>  <NA>        <NA>       0     10   2009
## 913          120        0   <NA> MnPrv        Shed     620      7   2006
## 914            0        0   <NA>  <NA>        <NA>       0      8   2007
## 915            0        0   <NA>  <NA>        <NA>       0      6   2009
## 916            0        0   <NA>  <NA>        <NA>       0      1   2007
## 917            0        0   <NA>  <NA>        <NA>       0     10   2006
## 918            0        0   <NA>  <NA>        <NA>       0      4   2009
## 919            0        0   <NA> GdPrv        <NA>       0     11   2007
## 920          190        0   <NA>  <NA>        <NA>       0      5   2008
## 921            0        0   <NA>  <NA>        <NA>       0      7   2007
## 922            0        0   <NA> GdPrv        <NA>       0      9   2008
## 923            0        0   <NA>  <NA>        <NA>       0     10   2006
## 924            0        0   <NA>  <NA>        <NA>       0      7   2008
## 925            0        0   <NA>  <NA>        <NA>       0      5   2006
## 926            0        0   <NA>  <NA>        <NA>       0      3   2008
## 927            0        0   <NA>  <NA>        <NA>       0      5   2007
## 928            0        0   <NA> GdPrv        <NA>       0      4   2008
## 929            0        0   <NA>  <NA>        <NA>       0      6   2009
## 930            0        0   <NA>  <NA>        <NA>       0     11   2006
## 931            0        0   <NA>  <NA>        <NA>       0      7   2009
## 932            0        0   <NA>  GdWo        <NA>       0      7   2009
## 933            0        0   <NA>  <NA>        <NA>       0      3   2007
## 934            0        0   <NA>  <NA>        <NA>       0      8   2009
## 935            0        0   <NA>  <NA>        <NA>       0     11   2008
## 936            0        0   <NA>  <NA>        <NA>       0      6   2006
## 937            0        0   <NA>  <NA>        <NA>       0      8   2009
## 938            0        0   <NA>  <NA>        <NA>       0      2   2009
## 939            0        0   <NA>  <NA>        <NA>       0      8   2006
## 940            0        0   <NA>  <NA>        <NA>       0      6   2010
## 941            0        0   <NA>  <NA>        <NA>       0      7   2006
## 942            0        0   <NA> GdPrv        <NA>       0      6   2009
## 943            0        0   <NA>  <NA>        <NA>       0      8   2007
## 944            0        0   <NA>  <NA>        <NA>       0      6   2007
## 945          233        0   <NA>  <NA>        <NA>       0      1   2009
## 946            0        0   <NA>  MnWw        <NA>       0      9   2009
## 947            0        0   <NA>  <NA>        <NA>       0      3   2006
## 948            0        0   <NA>  <NA>        <NA>       0     11   2007
## 949            0        0   <NA>  <NA>        <NA>       0      2   2006
## 950            0        0   <NA>  <NA>        <NA>       0      3   2010
## 951            0        0   <NA>  <NA>        <NA>       0      7   2007
## 952            0        0   <NA> MnPrv        <NA>       0      7   2006
## 953            0        0   <NA> MnPrv        <NA>       0      4   2009
## 954            0        0   <NA> MnPrv        Shed     400      9   2008
## 955            0        0   <NA>  <NA>        <NA>       0     10   2006
## 956            0        0   <NA>  <NA>        <NA>       0      8   2007
## 957            0        0   <NA> GdPrv        <NA>       0      5   2009
## 958            0        0   <NA>  <NA>        <NA>       0      4   2007
## 959            0        0   <NA>  <NA>        <NA>       0     10   2007
## 960            0        0   <NA>  <NA>        <NA>       0      5   2010
## 961            0        0   <NA>  <NA>        <NA>       0      2   2010
## 962            0        0   <NA>  <NA>        <NA>       0      7   2008
## 963            0        0   <NA>  <NA>        <NA>       0      7   2007
## 964            0        0   <NA>  <NA>        <NA>       0      5   2009
## 965            0        0   <NA>  <NA>        <NA>       0      2   2010
## 966            0        0   <NA>  <NA>        <NA>       0      7   2007
## 967            0        0   <NA>  <NA>        <NA>       0      6   2009
## 968            0        0   <NA>  <NA>        <NA>       0      7   2008
## 969            0        0   <NA>  GdWo        <NA>       0      5   2009
## 970            0        0   <NA>  <NA>        <NA>       0      3   2006
## 971            0        0   <NA>  <NA>        <NA>       0     12   2006
## 972            0        0   <NA>  <NA>        <NA>       0      7   2009
## 973            0        0   <NA>  <NA>        <NA>       0      4   2010
## 974            0        0   <NA>  <NA>        <NA>       0     12   2008
## 975            0        0   <NA> GdPrv        <NA>       0     10   2009
## 976            0        0   <NA>  <NA>        <NA>       0      4   2006
## 977            0        0   <NA>  <NA>        <NA>       0      8   2006
## 978            0        0   <NA>  <NA>        <NA>       0     11   2007
## 979            0        0   <NA>  <NA>        <NA>       0      5   2007
## 980            0        0   <NA> MnPrv        <NA>       0      6   2009
## 981            0        0   <NA>  <NA>        <NA>       0      7   2008
## 982            0        0   <NA>  <NA>        <NA>       0      7   2009
## 983            0        0   <NA>  <NA>        <NA>       0      3   2008
## 984            0        0   <NA>  <NA>        <NA>       0      5   2008
## 985            0        0   <NA>  <NA>        <NA>       0      8   2009
## 986            0        0   <NA>  <NA>        <NA>       0      8   2008
## 987            0        0   <NA>  <NA>        <NA>       0      6   2006
## 988            0        0   <NA>  <NA>        <NA>       0      4   2010
## 989            0        0   <NA>  <NA>        <NA>       0      6   2007
## 990            0        0   <NA>  <NA>        <NA>       0      8   2006
## 991            0        0   <NA>  <NA>        <NA>       0      6   2006
## 992            0        0   <NA>  <NA>        <NA>       0     11   2009
## 993            0        0   <NA>  MnWw        <NA>       0      7   2007
## 994            0        0   <NA>  <NA>        <NA>       0      8   2006
## 995            0        0   <NA>  <NA>        <NA>       0      7   2009
## 996           63        0   <NA> MnPrv        <NA>       0      8   2006
## 997            0        0   <NA>  <NA>        <NA>       0      1   2006
## 998            0        0   <NA>  <NA>        <NA>       0      2   2009
## 999            0        0   <NA>  <NA>        <NA>       0      5   2006
## 1000           0        0   <NA>  <NA>        <NA>       0      2   2010
## 1001           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1002           0        0   <NA>  <NA>        <NA>       0      1   2007
## 1003           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1004           0        0   <NA>  <NA>        <NA>       0      6   2007
## 1005           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1006           0        0   <NA>  <NA>        <NA>       0     11   2008
## 1007         147        0   <NA>  <NA>        <NA>       0      3   2007
## 1008           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1009         180        0   <NA>  <NA>        <NA>       0      4   2009
## 1010           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1011           0        0   <NA>  <NA>        <NA>       0      8   2008
## 1012           0        0   <NA>  <NA>        <NA>       0      5   2010
## 1013          53        0   <NA>  <NA>        <NA>       0      8   2007
## 1014           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1015           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1016           0        0   <NA>  <NA>        <NA>       0     11   2009
## 1017           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1018           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1019           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1020           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1021           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1022           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1023           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1024           0        0   <NA>  <NA>        <NA>       0      5   2008
## 1025           0        0   <NA>  <NA>        <NA>       0      5   2008
## 1026           0        0   <NA> MnPrv        <NA>       0      3   2007
## 1027         143        0   <NA>  <NA>        <NA>       0      4   2010
## 1028           0        0   <NA>  <NA>        <NA>       0      4   2008
## 1029           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1030           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1031           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1032           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1033           0        0   <NA>  <NA>        <NA>       0     11   2006
## 1034           0        0   <NA>  <NA>        <NA>       0      2   2006
## 1035           0        0   <NA> MnPrv        <NA>       0      6   2007
## 1036           0        0   <NA>  <NA>        <NA>       0      1   2009
## 1037           0        0   <NA>  <NA>        <NA>       0      9   2009
## 1038         189        0   <NA>  <NA>        <NA>       0      9   2008
## 1039           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1040           0        0   <NA>  <NA>        <NA>       0      4   2009
## 1041           0        0   <NA> GdPrv        <NA>       0      1   2006
## 1042           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1043           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1044           0        0   <NA>  <NA>        <NA>       0      5   2008
## 1045           0        0   <NA> MnPrv        <NA>       0      7   2009
## 1046           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1047           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1048           0        0   <NA>  <NA>        <NA>       0      2   2008
## 1049           0        0   <NA> GdPrv        <NA>       0     11   2009
## 1050           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1051           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1052           0        0   <NA>  <NA>        <NA>       0     10   2007
## 1053           0        0   <NA> GdPrv        <NA>       0      6   2007
## 1054           0        0   <NA>  <NA>        <NA>       0      5   2010
## 1055           0        0   <NA>  <NA>        <NA>       0     11   2006
## 1056         189        0   <NA> MnPrv        <NA>       0      5   2008
## 1057           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1058           0        0   <NA>  <NA>        <NA>       0      1   2009
## 1059           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1060           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1061           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1062           0        0   <NA>  <NA>        Shed     560      8   2008
## 1063           0        0   <NA>  <NA>        <NA>       0      9   2007
## 1064           0        0   <NA> MnPrv        <NA>       0      7   2006
## 1065           0        0   <NA> MnPrv        <NA>       0     11   2009
## 1066           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1067           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1068         189        0   <NA>  <NA>        <NA>       0      6   2008
## 1069           0        0   <NA> GdPrv        <NA>       0      6   2006
## 1070           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1071         192        0   <NA>  <NA>        <NA>       0      6   2007
## 1072           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1073           0        0   <NA>  <NA>        <NA>       0      8   2006
## 1074           0        0   <NA> MnPrv        <NA>       0      7   2009
## 1075           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1076           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1077           0        0   <NA>  <NA>        Shed     500      4   2006
## 1078           0        0   <NA>  <NA>        <NA>       0      3   2006
## 1079           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1080           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1081           0        0   <NA>  <NA>        <NA>       0     10   2008
## 1082           0        0   <NA> MnPrv        <NA>       0      6   2010
## 1083           0        0   <NA>  <NA>        <NA>       0      9   2007
## 1084           0        0   <NA> MnPrv        Shed     700      3   2006
## 1085           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1086           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1087           0        0   <NA>  <NA>        <NA>       0      5   2010
## 1088           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1089           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1090           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1091           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1092           0        0   <NA>  <NA>        <NA>       0      3   2008
## 1093           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1094           0        0   <NA> MnPrv        <NA>       0     10   2006
## 1095         160        0   <NA>  <NA>        <NA>       0      5   2010
## 1096           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1097           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1098           0        0   <NA>  <NA>        <NA>       0     10   2007
## 1099           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1100           0        0   <NA>  <NA>        <NA>       0      4   2009
## 1101           0        0   <NA>  <NA>        <NA>       0      1   2009
## 1102           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1103           0        0   <NA>  MnWw        <NA>       0      4   2007
## 1104           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1105           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1106           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1107           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1108           0        0   <NA>  <NA>        <NA>       0      9   2006
## 1109           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1110           0        0   <NA>  <NA>        <NA>       0      3   2009
## 1111           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1112           0        0   <NA>  <NA>        <NA>       0      9   2008
## 1113           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1114           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1115           0        0   <NA> MnPrv        <NA>       0      8   2006
## 1116           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1117           0        0   <NA>  <NA>        <NA>       0      3   2009
## 1118           0        0   <NA>  <NA>        <NA>       0      5   2008
## 1119           0        0   <NA>  <NA>        <NA>       0     12   2008
## 1120           0        0   <NA>  GdWo        <NA>       0      7   2006
## 1121           0        0   <NA> MnPrv        <NA>       0      5   2007
## 1122           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1123         160        0   <NA> MnPrv        <NA>       0     10   2009
## 1124           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1125           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1126           0        0   <NA>  <NA>        <NA>       0     11   2009
## 1127           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1128           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1129           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1130           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1131           0        0   <NA> MnPrv        <NA>       0     12   2009
## 1132           0        0   <NA> MnPrv        <NA>       0      9   2007
## 1133           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1134           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1135           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1136           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1137           0        0   <NA>  <NA>        <NA>       0      4   2008
## 1138           0        0   <NA>  <NA>        <NA>       0      5   2010
## 1139           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1140         126        0   <NA>  <NA>        <NA>       0      5   2007
## 1141           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1142           0        0   <NA>  <NA>        <NA>       0     10   2009
## 1143           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1144           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1145           0        0   <NA> MnPrv        <NA>       0      7   2010
## 1146           0        0   <NA>  <NA>        <NA>       0      8   2006
## 1147           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1148           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1149           0        0   <NA>  <NA>        <NA>       0      8   2008
## 1150           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1151           0        0   <NA> GdPrv        <NA>       0     11   2007
## 1152         100        0   <NA>  <NA>        <NA>       0     11   2006
## 1153           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1154           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1155         273        0   <NA> GdPrv        <NA>       0      5   2008
## 1156         180        0   <NA>  <NA>        <NA>       0      7   2007
## 1157           0        0   <NA> MnPrv        <NA>       0     10   2008
## 1158           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1159           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1160           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1161           0        0   <NA>  <NA>        <NA>       0      7   2010
## 1162           0        0   <NA>  <NA>        <NA>       0     11   2008
## 1163           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1164           0        0   <NA>  <NA>        <NA>       0      1   2008
## 1165           0        0   <NA>  <NA>        <NA>       0      6   2007
## 1166           0        0   <NA>  <NA>        <NA>       0      9   2009
## 1167           0        0   <NA>  <NA>        <NA>       0      2   2010
## 1168           0        0   <NA>  <NA>        <NA>       0      2   2006
## 1169          90        0   <NA>  <NA>        <NA>       0      7   2008
## 1170           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1171           0      576     Gd GdPrv        <NA>       0      7   2008
## 1172         288        0   <NA>  <NA>        Shed    1400     11   2008
## 1173           0        0   <NA>  <NA>        <NA>       0      3   2008
## 1174           0        0   <NA> MnPrv        <NA>       0      3   2007
## 1175           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1176           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1177           0        0   <NA> MnPrv        <NA>       0     10   2008
## 1178           0        0   <NA>  <NA>        <NA>       0     12   2009
## 1179           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1180           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1181           0        0   <NA> GdPrv        <NA>       0      4   2006
## 1182           0        0   <NA>  <NA>        <NA>       0     11   2008
## 1183           0      555     Ex MnPrv        <NA>       0      7   2007
## 1184           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1185         263        0   <NA>  <NA>        <NA>       0      5   2007
## 1186           0        0   <NA>  <NA>        <NA>       0      3   2006
## 1187           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1188           0        0   <NA> GdPrv        <NA>       0      7   2006
## 1189           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1190           0        0   <NA>  <NA>        <NA>       0      6   2010
## 1191           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1192           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1193           0        0   <NA>  GdWo        <NA>       0      7   2007
## 1194           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1195           0        0   <NA> MnPrv        <NA>       0      3   2010
## 1196           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1197           0        0   <NA>  <NA>        <NA>       0     11   2006
## 1198           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1199           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1200           0        0   <NA>  <NA>        <NA>       0     10   2006
## 1201           0        0   <NA>  <NA>        Shed       0      7   2006
## 1202           0        0   <NA>  <NA>        <NA>       0      3   2009
## 1203           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1204           0        0   <NA>  <NA>        <NA>       0     10   2009
##      SaleType SaleCondition SalePrice     tich        l
## 1          WD        Normal    208500   507000 13.13627
## 2          WD        Normal    181500   192000 12.16525
## 3          WD        Normal    223500   675000 13.42247
## 4          WD       Abnorml    140000   668500 13.41279
## 5          WD        Normal    250000   855600 13.65956
## 6          WD        Normal    143000   705750 13.46702
## 7          WD        Normal    307000   201680 12.21444
## 8          WD        Normal    200000   622920 13.34217
## 9          WD       Abnorml    129900   306000 12.63134
## 10         WD        Normal    118000  1409800 14.15896
## 11         WD        Normal    129500   224000 12.31940
## 12        New       Partial    345000   715440 13.48065
## 13         WD        Normal    144000   259360 12.46597
## 14        New       Partial    279500   213040 12.26924
## 15         WD        Normal    157000   218400 12.29408
## 16         WD        Normal    132000   275400 12.52598
## 17         WD        Normal    149000   224820 12.32306
## 18         WD        Normal     90000   971190 13.78628
## 19         WD        Normal    159000   273900 12.52052
## 20        COD       Abnorml    139000   151200 11.92636
## 21        New       Partial    325300   852900 13.65640
## 22         WD        Normal    139400   335205 12.72250
## 23         WD        Normal    230000   194840 12.17993
## 24         WD        Normal    129900   506880 13.13603
## 25         WD        Normal    154000   164920 12.01322
## 26         WD        Normal    256300   284600 12.55884
## 27         WD        Normal    134800   144000 11.87757
## 28         WD        Normal    306000   229560 12.34392
## 29         WD        Normal    207500   326420 12.69594
## 30         WD        Normal     68500   189720 12.15330
## 31         WD        Normal     40000   595000 13.29632
## 32         WD        Normal    149350   170880 12.04872
## 33         WD        Normal    179900   220980 12.30583
## 34         WD        Normal    165500   211040 12.25980
## 35         WD        Normal    277500   877560 13.68490
## 36         WD        Normal    309000   805080 13.59870
## 37         WD        Normal    145000   217180 12.28848
## 38         WD        Normal    153000   170640 12.04731
## 39         WD       Abnorml    109000   158440 11.97313
## 40         WD       AdjLand     82000   543600 13.20597
## 41         WD       Abnorml    160000   173160 12.06197
## 42         WD        Normal    170000   338100 12.73110
## 43         WD        Normal    144000   780300 13.56743
## 44         WD        Normal    130250   184000 12.12269
## 45         WD        Normal    141000   158900 11.97603
## 46         WD        Normal    319900   918960 13.73100
## 47         WD       Abnorml    239686   641100 13.37094
## 48         WD        Normal    249700   221920 12.31007
## 49        New       Partial    113000   846640 13.64903
## 50         WD        Normal    127000   154840 11.95015
## 51         WD        Normal    177000   832140 13.63176
## 52         WD        Normal    114500   312000 12.65076
## 53         WD        Normal    110000   762480 13.54433
## 54         WD        Normal    385000  1005420 13.82092
## 55         WD        Normal    130000   570720 13.25465
## 56         WD        Normal    180500   203500 12.22342
## 57         WD       Abnorml    172500   423200 12.95560
## 58         WD        Normal    196500   698700 13.45698
## 59        New       Partial    438780   820920 13.61818
## 60         WD        Normal    124900   144000 11.87757
## 61        New       Partial    158000   261440 12.47396
## 62         WD        Normal    101000   540000 13.19932
## 63         WD        Normal    202500   773040 13.55809
## 64         WD        Normal    140000   721000 13.48839
## 65         WD        Normal    219500   562500 13.24015
## 66         WD        Normal    317000   575460 13.26292
## 67         WD        Normal    180000   398000 12.89421
## 68         WD        Normal    226000   213300 12.27045
## 69         WD        Normal     80000   138240 11.83675
## 70         WD        Normal    225000   779650 13.56660
## 71         WD        Normal    244000   273020 12.51730
## 72         WD        Normal    129500   151980 11.93150
## 73         WD        Normal    185000   608460 13.31869
## 74         WD        Normal    144900   204000 12.22588
## 75         WD        Normal    107400   289500 12.57591
## 76         WD        Normal     91000   287280 12.56821
## 77         WD        Normal    135750   169500 12.04061
## 78         WD        Normal    127000   431750 12.97560
## 79         WD        Normal    136500   970020 13.78507
## 80         WD        Normal    110000   522000 13.16542
## 81         WD        Normal    193500   780000 13.56705
## 82         WD        Normal    153500   540000 13.19932
## 83         WD        Normal    245000   204120 12.22646
## 84        COD        Normal    126500   177840 12.08864
## 85         WD        Normal    168500   682400 13.43337
## 86         WD        Normal    260000   963540 13.77837
## 87         WD        Normal    174000   714660 13.47956
## 88        New       Partial    164500   632160 13.35690
## 89      ConLD       Abnorml     85000   423500 12.95631
## 90         WD        Normal    123600   161400 11.99164
## 91         WD        Normal    109900   144000 11.87757
## 92         WD       Abnorml     98600   170000 12.04355
## 93         WD        Normal    163500   400800 12.90122
## 94         WD        Normal    133900  1368000 14.12886
## 95         WD        Normal    204750   560220 13.23608
## 96         WD        Normal    185000   585900 13.28090
## 97         WD        Normal    214000   205280 12.23213
## 98         WD        Normal     94750   218420 12.29418
## 99        COD       Abnorml     83000   318750 12.67216
## 100        WD        Normal    128950   186400 12.13565
## 101        WD        Normal    205000   212060 12.26462
## 102        WD        Normal    178000   552360 13.22196
## 103        WD        Alloca    118964   631620 13.35604
## 104        WD        Normal    198900   208040 12.24549
## 105        WD        Normal    169500   387900 12.86850
## 106        WD        Normal    250000   562500 13.24015
## 107        WD        Normal    100000   324000 12.68850
## 108        WD       Partial    115000   120000 11.69525
## 109        WD        Normal    115000   425000 12.95984
## 110       COD        Normal    190000   235020 12.36743
## 111        WD        Normal    136900   476250 13.07370
## 112        WD        Normal    180000   620000 13.33747
## 113       New       Partial    383970   597900 13.30118
## 114       COD       Abnorml    217000   420000 12.94801
## 115        WD        Normal    259500   508130 13.13849
## 116        WD        Normal    176000   516800 13.15541
## 117        WD        Normal    139000   232320 12.35587
## 118       New       Partial    155000   170720 12.04778
## 119        WD        Normal    320000   742560 13.51786
## 120       New       Partial    163990   507660 13.13757
## 121        WD        Normal    180000  1716240 14.35565
## 122        WD        Normal    100000   303000 12.62149
## 123        WD        Normal    136000   189280 12.15098
## 124        WD        Normal    153900   947040 13.76110
## 125        WD        Normal    181000   340860 12.73923
## 126        WD        Normal     84500  1288200 14.06876
## 127        WD        Normal    128000   591360 13.29018
## 128        WD        Normal     87000   197460 12.19329
## 129        WD        Normal    155000   455400 13.02893
## 130        WD       Abnorml    150000   179460 12.09771
## 131        WD        Normal    226000   852000 13.65534
## 132        WD        Normal    244000   733440 13.50550
## 133        WD        Normal    150750   147760 11.90334
## 134        WD        Normal    220000   137060 11.82817
## 135        WD        Normal    180000   206700 12.23902
## 136        WD        Normal    174000   208000 12.24529
## 137        WD        Normal    143000   207100 12.24096
## 138        WD        Family    171000   996300 13.81180
## 139        WD        Normal    230000   543960 13.20663
## 140        WD        Normal    231500   925560 13.73815
## 141     ConLI        Normal    115000   210000 12.25486
## 142        WD        Normal    260000   232900 12.35836
## 143        WD        Normal    166000   426000 12.96219
## 144        WD        Normal    204000   206700 12.23902
## 145     ConLI       Abnorml    125000   819000 13.61584
## 146        WD        Normal    130000   403520 12.90798
## 147        WD        Normal    105000   183600 12.12051
## 148        WD        Normal    222500   570300 13.25392
## 149        WD        Normal    141000   150000 11.91839
## 150        WD        Normal    115000   312000 12.65076
## 151        WD        Normal    122000   207120 12.24105
## 152       New       Partial    372402   277820 12.53473
## 153        WD        Normal    190000   888180 13.69693
## 154        WD        Normal    235000   270000 12.50618
## 155        WD        Family    125000   340200 12.73729
## 156        WD        Normal     79000   480000 13.08154
## 157        WD        Normal    109500   144000 11.87757
## 158       New       Partial    269500   720180 13.48726
## 159        WD        Normal    254900   753120 13.53198
## 160       New       Partial    320000  1162680 13.96624
## 161        WD        Normal    162500   222400 12.31223
## 162        WD        Normal    412500   821280 13.61862
## 163       New       Partial    220000   243640 12.40345
## 164        WD        Normal    103200   247500 12.41917
## 165        WD        Normal    152000   216000 12.28303
## 166        WD        Normal    127500  1920140 14.46791
## 167       COD        Normal    190000   214160 12.27448
## 168       New       Partial    325624   633720 13.35936
## 169        WD        Normal    183500   494640 13.11159
## 170        WD        Normal    228000   333380 12.71704
## 171        WD        Normal    128500   617900 13.33408
## 172        WD        Normal    215000   635400 13.36201
## 173        WD        Normal    239000   848960 13.65177
## 174       COD        Normal    163000   203940 12.22558
## 175        WD        Normal    184000   248320 12.42247
## 176        WD        Normal    243000   252300 12.43837
## 177        WD        Normal    211000   601740 13.30758
## 178        WD        Normal    172500   682500 13.43352
## 179       New       Partial    501837   348460 12.76128
## 180        WD        Normal    100000   255600 12.45137
## 181        WD        Normal    177000   338720 12.73293
## 182        WD        Normal    200100   531160 13.18282
## 183        WD        Normal    120000   181200 12.10736
## 184        WD        Normal    200000   571300 13.25567
## 185        WD        Normal    127000   371900 12.82638
## 186        WD        Normal    475000  1721250 14.35856
## 187        WD        Normal    173000   795760 13.58705
## 188        WD        Normal    135000   520500 13.16255
## 189        WD        Alloca    153337   631620 13.35604
## 190        WD        Normal    286000   590760 13.28917
## 191        WD        Normal    315000   739900 13.51427
## 192        WD        Normal    184000   448320 13.01326
## 193        WD        Normal    192000   180340 12.10260
## 194        WD        Normal    130000   403520 12.90798
## 195        WD        Normal    127000   143600 11.87479
## 196        WD        Normal    148500   364800 12.80710
## 197       New       Partial    311872   188320 12.14590
## 198        WD       Abnorml    235000  1906425 14.46074
## 199        WD       Abnorml    104000   414000 12.93362
## 200        WD        Normal    274900   191820 12.16431
## 201        WD        Normal    140000   170920 12.04895
## 202        WD        Normal    171500   202500 12.21850
## 203       COD        Normal    112000   350000 12.76569
## 204        WD        Normal    149000   532560 13.18545
## 205        WD        Normal    110000   175000 12.07254
## 206        WD        Normal    180500   237020 12.37590
## 207        WD        Normal    143900   273460 12.51891
## 208        WD        Normal    141000   249860 12.42866
## 209        WD        Normal    277000   861840 13.66682
## 210        WD        Normal    145000   165000 12.01370
## 211        WD        Normal     98000   168120 12.03243
## 212        WD        Normal    186000   208400 12.24721
## 213       New       Partial    252678   518400 13.15850
## 214        WD        Normal    156000   271360 12.51120
## 215        WD        Normal    161750   654000 13.39086
## 216        WD        Normal    134450   200220 12.20717
## 217        WD        Normal    210000   169000 12.03765
## 218        WD        Family    107000   693420 13.44939
## 219        WD        Normal    311500   783000 13.57089
## 220       New       Partial    167240   361200 12.79719
## 221       New       Partial    204900   179800 12.09960
## 222     ConLI        Normal    200000   484080 13.09001
## 223        WD        Normal    179900   688500 13.44227
## 224        WD       Abnorml     97000   210000 12.25486
## 225        WD        Normal    386250   269440 12.50410
## 226       COD       Abnorml    112000   268800 12.50172
## 227        WD       Abnorml    290000   597000 13.29967
## 228        WD        Normal    106000   299040 12.60833
## 229        WD        Normal    125000   170420 12.04602
## 230        WD        Normal    192500   381840 12.85276
## 231        WD        Normal    148000   175200 12.07368
## 232        WD        Normal    403000   908280 13.71931
## 233        WD        Normal     94500   268800 12.50172
## 234        WD        Normal    128200   213000 12.26905
## 235        WD        Normal    216500   471060 13.06274
## 236        WD        Normal     89500   268800 12.50172
## 237        WD        Normal    185500   175460 12.07517
## 238        WD        Normal    194500   567180 13.24843
## 239       New       Partial    318000   240600 12.39089
## 240        WD        Normal    113000   437050 12.98780
## 241        WD        Normal    262500   180000 12.10071
## 242        WD        Normal    110500   116400 11.66479
## 243        WD        Normal     79000   250000 12.42922
## 244        WD        Normal    120000  1721920 14.35895
## 245        WD        Normal    205000   532800 13.18590
## 246        WD        Normal    241500   208000 12.24529
## 247        WD        Normal    137000  1736980 14.36766
## 248        WD        Normal    140000   226200 12.32917
## 249        WD        Normal    180000   679020 13.42841
## 250        WD        Normal    277000  7950000 15.88868
## 251        WD        Normal     76500   160500 11.98605
## 252        WD        Family    235000   570000 13.25339
## 253        WD        Normal    173000   501960 13.12628
## 254       CWD        Normal    158000   748000 13.52516
## 255        WD        Normal    145000   168000 12.03172
## 256        WD        Normal    230000   524280 13.16978
## 257        WD        Normal    207500   527460 13.17583
## 258        WD       Abnorml    220000   176280 12.07983
## 259        WD        Normal    231500   746100 13.52261
## 260        WD        Normal     97000   254040 12.44525
## 261        WD        Normal    176000  1543680 14.24968
## 262       New       Partial    276000   575280 13.26261
## 263        WD        Normal    151000   677680 13.42643
## 264        WD        Normal    130000   275000 12.52453
## 265        WD        Normal     73000   156960 11.96375
## 266        WD        Normal    175500   241800 12.39587
## 267        WD        Normal    185000   672420 13.41864
## 268        WD        Normal    179500   630000 13.35348
## 269        WD        Normal    120500   207000 12.24047
## 270        WD        Normal    148000   158340 11.97250
## 271       New       Partial    266000   643680 13.37496
## 272        WD        Normal    241500   782080 13.56971
## 273        WD        Normal    290000   705840 13.46714
## 274        WD        Normal    139000   192000 12.16525
## 275        WD        Normal    124500   166280 12.02143
## 276        WD        Normal    205000   363200 12.80271
## 277        WD        Normal    201000   183920 12.12226
## 278        WD        Normal    141000   382760 12.85516
## 279       New       Partial    415298   289000 12.57418
## 280        WD        Normal    192000   600300 13.30518
## 281        WD        Normal    228500   677220 13.42575
## 282       New       Partial    185000   144000 11.87757
## 283     ConLw        Normal    207500   607560 13.31721
## 284       New       Partial    244600   192240 12.16650
## 285        WD        Normal    179200   961440 13.77619
## 286       New       Partial    164700   680160 13.43008
## 287        WD        Normal    159000   489300 13.10073
## 288        WD        Normal     88000   162500 11.99843
## 289        WD        Normal    122000   196380 12.18781
## 290        WD        Normal    153575   611100 13.32302
## 291       New       Partial    233230   936660 13.75008
## 292        WD        Normal    135900  1080530 13.89296
## 293        WD        Normal    131000   570450 13.25418
## 294        WD        Normal    235000   999540 13.81505
## 295        WD        Normal    167000   192000 12.16525
## 296        WD        Normal    142500   634960 13.36132
## 297        WD        Normal    152000   685500 13.43790
## 298        WD        Normal    239000   443940 13.00344
## 299        WD        Normal    175000   702000 13.46169
## 300        WD        Family    158500   280000 12.54254
## 301        WD        Normal    157000  2992500 14.91162
## 302        WD        Normal    267000   973560 13.78871
## 303        WD        Normal    205000   274080 12.52118
## 304        WD       Abnorml    149900   196000 12.18587
## 305        WD        Normal    295000  1378950 14.13683
## 306        WD        Normal    305900   207720 12.24395
## 307        WD        Normal    225000   808440 13.60286
## 308        WD        Normal     89500   396000 12.88917
## 309        WD        Normal     82500   370260 12.82196
## 310        WD        Normal    360000   247560 12.41941
## 311        WD        Normal    165600   461100 13.04137
## 312        WD        Normal    132000   160000 11.98293
## 313        WD        Normal    119900  1482000 14.20890
## 314        WD        Normal    375000  4304900 15.27526
## 315        WD        Normal    178000   672000 13.41801
## 316        WD        Normal    188500   467700 13.05558
## 317        WD        Normal    260000   780300 13.56743
## 318        WD        Normal    270000   540000 13.19932
## 319        WD        Normal    260000   594000 13.29463
## 320        WD        Normal    187500  1129200 13.93702
## 321       New       Partial    342643   975540 13.79075
## 322        WD        Normal    354000   725940 13.49522
## 323        WD        Normal    301000   622800 13.34198
## 324        WD        Normal    126175   116400 11.66479
## 325        WD        Normal    242000   902000 13.71237
## 326        WD        Normal     87000   225000 12.32386
## 327       Con        Normal    324000  1301520 14.07904
## 328        WD        Normal    145250   232000 12.35449
## 329        WD        Normal    214500   891600 13.70077
## 330        WD        Normal     78000   448140 13.01286
## 331        WD        Normal    119000   956160 13.77068
## 332        WD        Normal    139000   163520 12.00469
## 333        WD        Normal    284000   213100 12.26952
## 334        WD        Normal    207000   983760 13.79914
## 335        WD        Normal    192000   542520 13.20398
## 336        WD        Normal    228950 31285400 17.25866
## 337        WD        Normal    377426   283140 12.55370
## 338        WD        Normal    214000   182700 12.11560
## 339        WD        Normal    202500   282900 12.55285
## 340        WD        Normal    155000   248000 12.42118
## 341        WD        Normal    202900   851460 13.65471
## 342        WD        Normal     82000   168000 12.03172
## 343        WD        Normal     87500   768960 13.55279
## 344        WD        Normal    266000  1061880 13.87555
## 345        WD        Normal     85000   414720 12.93536
## 346        WD        Normal    140200   321750 12.68153
## 347        WD        Normal    151500   255440 12.45074
## 348        WD        Normal    157500   352000 12.77139
## 349        WD        Normal    154000   391680 12.87820
## 350       New       Partial    437154  1225860 14.01915
## 351       New       Partial    318061   938400 13.75193
## 352        WD       Abnorml    190000   632520 13.35747
## 353     ConLw        Normal     95000   454200 13.02629
## 354        WD        Normal    105900   255600 12.45137
## 355        WD        Normal    140000   420000 12.94801
## 356        WD        Normal    177500   224980 12.32377
## 357        WD        Normal    173000   184960 12.12789
## 358        WD        Normal    134000   506880 13.13603
## 359        WD       Abnorml    130000   554400 13.22564
## 360        WD        Normal    280000   720660 13.48792
## 361        WD        Normal    156000   640900 13.37063
## 362        WD        Normal    145000   457200 13.03288
## 363     ConLD        Normal    198500   620585 13.33842
## 364        WD        Normal    118000   268800 12.50172
## 365        WD        Normal    190000  1128000 13.93596
## 366        WD        Normal    147000   748300 13.52556
## 367        WD        Normal    159000   190000 12.15478
## 368        WD        Normal    165000   732000 13.50354
## 369        WD        Normal    132000   156000 11.95761
## 370        WD        Normal    162000   196600 12.18893
## 371        WD        Normal    172400   487260 13.09655
## 372        WD        Normal    134432   856000 13.66003
## 373        WD        Normal    125000   861000 13.66585
## 374        WD        Normal    123000   212680 12.26754
## 375        WD        Normal    219500   492000 13.10623
## 376        WD        Normal     61000   300600 12.61354
## 377        WD        Normal    148000   751910 13.53037
## 378        WD        Normal    340000   668580 13.41291
## 379       New       Partial    394432   227880 12.33657
## 380        WD        Normal    179000   487380 13.09680
## 381        WD        Normal    127000   250000 12.42922
## 382       New       Partial    187750   144000 11.87757
## 383        WD        Normal    213500   554700 13.22618
## 384        WD        Normal     76000   405000 12.91164
## 385        WD        Normal    240000  3186420 14.97441
## 386        WD        Normal    192000   381840 12.85276
## 387        WD       AdjLand     81000   420500 12.94920
## 388        WD       Abnorml    125000   576000 13.26386
## 389        WD        Normal    191000   187640 12.14228
## 390       New       Partial    426000   748440 13.52575
## 391        WD        Normal    119000   420250 12.94861
## 392        WD        Normal    215000   732540 13.50427
## 393        WD        Normal    106500   166780 12.02443
## 394        WD       Abnorml    100000   223380 12.31663
## 395        WD        Normal    109000   506700 13.13567
## 396        WD        Normal    129000   191420 12.16223
## 397        WD        Normal    123000   144000 11.87757
## 398        WD        Normal    169500   455400 13.02893
## 399        WD       Abnorml     67000   269010 12.50250
## 400        WD        Normal    241000   487500 13.09705
## 401        WD        Normal    245500  1795560 14.40083
## 402       New       Partial    164990   175340 12.07448
## 403        WD        Normal    108000   306000 12.63134
## 404        WD       Abnorml    258000   725400 13.49448
## 405        WD        Normal    168000   621840 13.34044
## 406        WD        Normal    150000   199820 12.20517
## 407        WD        Normal    115000   524000 13.16925
## 408        WD        Normal    177000  1090320 13.90198
## 409       New       Partial    280000   849240 13.65210
## 410       New       Partial    339750   648000 13.38165
## 411       COD       Abnorml     60000   191420 12.16223
## 412        WD        Normal    145000  6583500 15.70008
## 413       New       Partial    222000    88060 11.38577
## 414        WD        Normal    115000   268800 12.50172
## 415        WD        Normal    228000   673680 13.42051
## 416       New       Partial    181134   177980 12.08943
## 417        WD        Normal    149500   470640 13.06185
## 418        WD        Normal    239000  1569400 14.26620
## 419        WD       AdjLand    126000   408000 12.91902
## 420        WD        Normal    142000   169000 12.03765
## 421        WD        Alloca    206300   635400 13.36201
## 422        WD        Normal    215000   332700 12.71500
## 423        WD        Normal    113000   435000 12.98310
## 424        WD        Normal    315000   552000 13.22130
## 425        WD        Normal    139000   180000 12.10071
## 426        WD        Normal    135000   202680 12.21938
## 427        WD        Normal    275000  1024000 13.83923
## 428        WD        Normal    109008   171860 12.05444
## 429       New       Partial    195400   135240 11.81481
## 430        WD        Normal    175000   229140 12.34209
## 431       COD       Abnorml     85400   268800 12.50172
## 432     ConLD       Abnorml     79900   279300 12.54004
## 433        WD        Normal    122500   307200 12.63525
## 434        WD        Normal    181000   650340 13.38525
## 435        WD        Normal     81000   340200 12.73729
## 436     ConLw        Normal    212000   640020 13.36925
## 437        WD        Normal    116000   220000 12.30138
## 438        WD        Normal    119000   270000 12.50618
## 439        WD        Normal     90350   128400 11.76291
## 440     ConLI        Normal    110000   617700 13.33376
## 441        WD        Normal    555000   308620 12.63987
## 442        WD        Normal    118000  1089720 13.90143
## 443        WD        Normal    162900   312000 12.65076
## 444       New       Partial    172500   470640 13.06185
## 445        WD        Normal    210000   525000 13.17115
## 446       COD        Normal    127500   197100 12.19147
## 447        WD        Normal    190000   329840 12.70636
## 448        WD        Normal    199900   672840 13.41926
## 449        WD        Normal    119500   430000 12.97154
## 450        WD        Normal    120000   300000 12.61154
## 451        WD        Normal    110000   170520 12.04661
## 452        WD        Normal    280000  1415220 14.16280
## 453        WD        Normal    204000   558180 13.23244
## 454        WD        Normal    210000   540000 13.19932
## 455        WD        Family    188000   836730 13.63726
## 456        WD        Normal    175500   192000 12.16525
## 457       COD       Abnorml     98000   319970 12.67598
## 458        WD        Normal    256000  1064540 13.87805
## 459        WD        Normal    161000   357000 12.78549
## 460        WD        Normal    110000   350750 12.76783
## 461       New       Partial    263435   480240 13.08204
## 462        WD        Normal    155000   504000 13.13033
## 463        WD        Normal     62383   165620 12.01745
## 464        WD        Normal    188700   839160 13.64016
## 465        WD        Normal    124000   168600 12.03528
## 466        WD        Normal    178740   368640 12.81758
## 467        WD        Normal    167000   212560 12.26698
## 468        WD        Normal    146500   663600 13.40543
## 469        WD        Normal    250000   228560 12.33955
## 470        WD        Normal    187000   557460 13.23115
## 471        WD        Normal    212000   818400 13.61511
## 472        WD        Normal    190000   717120 13.48300
## 473        WD        Normal    148000   661500 13.40227
## 474       New       Partial    440000   299540 12.61000
## 475        WD        Normal    251000   639600 13.36860
## 476        WD        Normal    132500   169600 12.04120
## 477        WD        Normal    208900   262500 12.47801
## 478        WD        Normal    380000   821580 13.61898
## 479        WD        Normal    297000   212740 12.26783
## 480        WD        Alloca     89471   177750 12.08813
## 481        WD        Normal    326000   320660 12.67814
## 482        WD        Normal    374000   236920 12.37548
## 483        WD        Normal    155000   175000 12.07254
## 484        WD        Normal    164000   540000 13.19932
## 485        WD        Normal    132500   155160 11.95221
## 486        WD        Normal    147000   192000 12.16525
## 487        WD        Normal    156000   205780 12.23456
## 488        WD        Normal    175000   244860 12.40844
## 489     ConLD        Normal    160000  2052000 14.53433
## 490        WD        Normal     86000   274680 12.52336
## 491        WD        Normal    115000   426400 12.96313
## 492        WD        Normal    133000   474500 13.07002
## 493       New       Partial    172785   934680 13.74796
## 494        WD        Normal    155000   158620 11.97427
## 495        WD        Normal     91300   173520 12.06405
## 496        WD       Abnorml     34900   236370 12.37315
## 497        WD        Normal    430000   253840 12.44446
## 498        WD        Normal    184000   456000 13.03025
## 499        WD        Normal    130000   156000 11.95761
## 500        WD        Normal    120000   150700 11.92305
## 501        WD        Normal    113000   302400 12.61951
## 502        WD        Normal    226700   588180 13.28479
## 503        WD        Normal    140000   183400 12.11942
## 504        WD        Normal    289000   312040 12.65089
## 505        WD        Normal    147000   369280 12.81931
## 506       COD        Normal    124500   683640 13.43519
## 507        WD        Normal    215000   573240 13.25906
## 508       New       Partial    208300   157240 11.96553
## 509        WD        Normal    161000   672000 13.41801
## 510        WD        Normal    124500   192000 12.16525
## 511        WD        Normal    164900   291180 12.58170
## 512       New       Partial    202665   815040 13.61099
## 513        WD        Normal    129900   182000 12.11176
## 514        WD        Normal    134000   183740 12.12128
## 515        WD        Normal     96500   476730 13.07471
## 516       New       Partial    402861   244400 12.40656
## 517       COD       Abnorml    158000   835840 13.63619
## 518        WD        Normal    265000   612480 13.32527
## 519        WD        Normal    211000   571860 13.25665
## 520        WD        Normal    234000   764260 13.54666
## 521        WD        Normal    106250  2052000 14.53433
## 522        WD        Normal    150000   239760 12.38739
## 523        WD        Normal    159000   250000 12.42922
## 524       New       Partial    184750  2405640 14.69333
## 525        WD        Normal    315750   707220 13.46910
## 526        WD        Normal    176000   150000 11.91839
## 527        WD        Normal    132000   266000 12.49125
## 528       New       Partial    446261   896880 13.70668
## 529        WD        Normal     86000   272940 12.51701
## 530        WD        Alloca    200624   653360 13.38988
## 531        WD       Abnorml    175000   816000 13.61217
## 532        WD        Normal    128000   430850 12.97352
## 533        WD        Normal    107500   144000 11.87757
## 534        WD        Normal     39300   100000 11.51293
## 535        WD        Normal    178000   543360 13.20553
## 536        WD        Normal    107500  1330000 14.10069
## 537        WD        Normal    188000   535440 13.19084
## 538       COD        Normal    111250   254700 12.44784
## 539        WD        Normal    158000   231060 12.35043
## 540        WD        Normal    272000   228460 12.33912
## 541        WD        Normal    315000   292020 12.58458
## 542        WD        Normal    248000   660000 13.40000
## 543        WD        Normal    213250   202800 12.21998
## 544        WD        Normal    133000   486960 13.09594
## 545       New       Partial    179665  1026240 13.84141
## 546        WD        Normal    229000   691850 13.44712
## 547        WD        Normal    210000   436850 12.98735
## 548        WD        Normal    129500   615740 13.33058
## 549        WD        Normal    125000   164700 12.01188
## 550        WD        Normal    263000   562500 13.24015
## 551       COD       Abnorml    140000   485160 13.09223
## 552        WD        Normal    112500   120000 11.69525
## 553        WD        Normal    255500   222920 12.31457
## 554        WD        Normal    108000   175540 12.07562
## 555        WD        Normal    284000   637500 13.36531
## 556        WD        Normal    113000   287100 12.56759
## 557        WD        Normal    141000   297000 12.60149
## 558       COD        Normal    108000   552000 13.22130
## 559        WD        Normal    175000  1312320 14.08731
## 560        WD        Normal    234000   383520 12.85715
## 561        WD        Normal    121500   226820 12.33191
## 562        WD        Normal    170000   200200 12.20707
## 563        WD        Normal    108000   417210 12.94134
## 564        WD        Normal    185000  1089000 13.90077
## 565        WD        Normal    268000   800760 13.59332
## 566        WD        Normal    128000   480060 13.08167
## 567        WD        Normal    325000   671880 13.41784
## 568        WD        Normal    214000   203420 12.22303
## 569        WD        Normal    316600   616350 13.33157
## 570        WD        Normal    135960   632880 13.35804
## 571        WD        Normal    142600  1179090 13.98025
## 572        WD       Abnorml    120000   146640 11.89574
## 573       New       Partial    224500   789540 13.57921
## 574        WD        Normal    170000   797360 13.58906
## 575        WD        Normal    139000   840000 13.64116
## 576       COD       Abnorml    118500   424000 12.95749
## 577        WD        Normal    145000   314600 12.65906
## 578        WD       Abnorml    164500   942160 13.75593
## 579        WD       Abnorml    146000   576640 13.26497
## 580        WD        Normal    131500   607500 13.31711
## 581        WD        Normal    181900   291700 12.58348
## 582       New       Partial    253293   254080 12.44540
## 583        WD        Normal    118500  1065690 13.87913
## 584        WD        Normal    325000  1012500 13.82793
## 585        WD        Normal    133000   306000 12.63134
## 586       New       Partial    369900   228860 12.34087
## 587        WD        Normal    130000   308010 12.63789
## 588        WD        Normal    137000   742900 13.51832
## 589        WD       Partial    143000   501900 13.12616
## 590        WD        Normal     79500   364000 12.80491
## 591        WD        Normal    185900   499200 13.12076
## 592     ConLI        Normal    451950   808680 13.60316
## 593        WD        Normal    138000   132000 11.79056
## 594        WD        Normal    140000   532200 13.18477
## 595        WD        Normal    110000   159800 11.98168
## 596       New       Partial    319000   226040 12.32847
## 597        WD        Normal    114504   252000 12.43718
## 598       New       Partial    194201   470640 13.06185
## 599        WD        Normal    217500   259680 12.46721
## 600       COD        Normal    151000   312000 12.65076
## 601        WD        Normal    275000   655620 13.39334
## 602        WD        Normal    141000   450000 13.01700
## 603        WD       Abnorml    220000   602460 13.30878
## 604        WD        Normal    151000   509120 13.14044
## 605        WD        Normal    221000   256060 12.45317
## 606        WD        Normal    205000   816000 13.61217
## 607        WD        Normal    152000   249280 12.42633
## 608        WD        Normal    225000   156000 11.95761
## 609        WD        Alloca    359100   851760 13.65506
## 610        WD        Normal    118500   158860 11.97578
## 611        WD        Normal    313000   663000 13.40453
## 612        WD        Normal    148000   831600 13.63111
## 613        WD        Normal    261500   713100 13.47738
## 614       New       Partial    147000   168040 12.03196
## 615        WD        Normal     75500   268380 12.50016
## 616        WD       Abnorml    137500   748000 13.52516
## 617        WD        Normal    183200   471660 13.06401
## 618        WD        Normal    105500   325215 12.69224
## 619       New       Partial    314813   233880 12.36256
## 620        WD        Normal    305000   734640 13.50714
## 621        WD        Normal     67000   247440 12.41892
## 622        WD        Normal    240000   648000 13.38165
## 623        WD        Normal    135000   141280 11.85850
## 624        WD        Normal    168500   338720 12.73293
## 625        WD        Normal    165150   624000 13.34391
## 626        WD        Normal    160000   200000 12.20607
## 627        WD        Normal    139900   246840 12.41650
## 628        WD        Normal    153000   768000 13.55155
## 629        WD        Family    135000   696360 13.45362
## 630        WD        Normal    168500   721600 13.48923
## 631        WD       Abnorml    124000   630000 13.35348
## 632        WD        Normal    209500   550800 13.21913
## 633        WD        Family     82500   238000 12.38003
## 634        WD        Normal    139400   185000 12.12811
## 635        WD        Normal    144000   628110 13.35047
## 636        WD       Abnorml    200000  2070240 14.54318
## 637     ConLw        Normal     60000   183600 12.12051
## 638        WD        Normal     93000  1140000 13.94654
## 639        WD        Normal     85000   263310 12.48109
## 640       New       Partial    264561   477840 13.07703
## 641        WD        Normal    274000  1521240 14.23504
## 642        WD        Normal    226000   423000 12.95513
## 643        WD        Normal    345000  1108800 13.91879
## 644        WD        Normal    152000   647580 13.38100
## 645       New       Partial    370878   183740 12.12128
## 646        WD        Normal    143250   210600 12.25772
## 647        WD        Normal     98300   144000 11.87757
## 648        WD        Normal    155000   209040 12.25028
## 649        WD        Normal    155000   462000 13.04332
## 650        WD        Normal     84500   348480 12.76134
## 651        WD        Normal    205950   487500 13.09705
## 652        WD        Normal    108000   635880 13.36277
## 653        WD        Normal    191000   525000 13.17115
## 654        WD        Normal    135000   516000 13.15386
## 655        WD        Normal    350000   208740 12.24884
## 656        WD        Family     88000   268800 12.50172
## 657        WD        Normal    145500   200140 12.20677
## 658        WD        Normal    149000   504000 13.13033
## 659        WD       Abnorml     97500   875150 13.68215
## 660        WD        Normal    167000   198740 12.19975
## 661        WD        Normal    197900   743040 13.51851
## 662        WD        Normal    402000  2795340 14.84346
## 663        WD        Normal    110000   271200 12.51061
## 664        WD        Normal    137500   851020 13.65419
## 665       New       Partial    423000   417920 12.94305
## 666        WD        Normal    230500   671640 13.41748
## 667        WD       Abnorml    129000  1107000 13.91716
## 668        WD        Normal    193500   162500 11.99843
## 669        WD        Normal    168000   283500 12.55497
## 670        WD        Normal    137500   348000 12.75996
## 671        WD        Normal    173500   517980 13.15769
## 672        WD        Normal    103600   464030 13.04770
## 673        WD        Normal    165000   225000 12.32386
## 674        WD        Normal    257500   288840 12.57363
## 675        WD        Normal    140000   184000 12.12269
## 676        WD        Normal    148500   366240 12.81104
## 677        WD        Normal     87000   672000 13.41801
## 678        WD        Normal    109500   270660 12.50862
## 679       New       Partial    372500   236880 12.37531
## 680        WD        Normal    128500   198900 12.20056
## 681        WD        Normal    143000   961440 13.77619
## 682        WD       Abnorml    159434   225000 12.32386
## 683        WD        Normal    173000   346440 12.75546
## 684        WD        Normal    285000   224960 12.32368
## 685        WD        Normal    221000  1006200 13.82169
## 686        WD        Normal    207500   809920 13.60469
## 687       New       Partial    227875   612420 13.32517
## 688        WD        Normal    148800   816800 13.61315
## 689       New       Partial    392000   161780 11.99399
## 690        WD        Normal    194700   909240 13.72036
## 691        WD        Normal    141000   531120 13.18274
## 692        WD        Normal    755000  1292100 14.07178
## 693        WD        Normal    335000  1570680 14.26702
## 694        WD       Abnorml    108480   162000 11.99535
## 695        WD        Normal    141500   306000 12.63134
## 696        WD        Normal    176000   276220 12.52895
## 697        WD        Normal     89000   180000 12.10071
## 698        WD        Normal    123500   128400 11.76291
## 699        WD        Normal    138500   169000 12.03765
## 700        WD        Normal    196000   513840 13.14967
## 701        WD        Normal    312500   286620 12.56591
## 702       COD        Normal    140000   192000 12.16525
## 703       New       Partial    361919   746280 13.52286
## 704        WD        Normal    140000  1449700 14.18687
## 705        WD        Normal    213000   168000 12.03172
## 706        WD        Normal     55000  1064000 13.87755
## 707        WD        Normal    302000  2302980 14.64971
## 708        WD        Normal    254000   748800 13.52623
## 709       New       Partial    179540   541080 13.20132
## 710        WD       Abnorml    109900   143240 11.87228
## 711        WD        Normal     52000   123900 11.72723
## 712        WD       Abnorml    102776   435600 12.98448
## 713        WD        Normal    189000   560520 13.23662
## 714        WD        Normal    129000  1875870 14.44458
## 715        WD        Normal    130500   811020 13.60605
## 716        WD        Normal    165000   202800 12.21998
## 717        WD        Normal    159500   756000 13.53580
## 718        WD        Normal    157000   200000 12.20607
## 719        WD        Normal    341000   632520 13.35747
## 720        WD        Normal    128500   198400 12.19804
## 721        WD        Normal    275000   787560 13.57669
## 722        WD        Normal    143000   531120 13.18274
## 723        WD        Normal    124500   162400 11.99782
## 724        WD        Normal    135000   408600 12.92049
## 725        WD        Normal    320000   265720 12.49020
## 726        WD        Normal    120500   139200 11.84367
## 727        WD        Normal    222000   433900 12.98057
## 728        WD        Normal    194500   146280 11.89328
## 729       COD       Abnorml    110000  1032750 13.84774
## 730        WD        Normal    103000   187200 12.13993
## 731        WD        Normal    236500   646680 13.37961
## 732        WD        Normal    187500   767200 13.55050
## 733        WD        Normal    222500   684240 13.43606
## 734        WD        Normal    131400   200000 12.20607
## 735        WD        Family    108000   179560 12.09826
## 736        WD        Normal    163000   810000 13.60479
## 737        WD        Normal     93500   768960 13.55279
## 738        WD        Normal    239900   627780 13.34995
## 739        WD        Alloca    179000   972000 13.78711
## 740        WD        Normal    190000   558780 13.23351
## 741        WD       Abnorml    132000   672000 13.41801
## 742        WD        Normal    142000   135360 11.81569
## 743        WD        Normal    179000   169000 12.03765
## 744        WD        Normal    175000  1030880 13.84592
## 745        WD        Normal    180000   647400 13.38072
## 746        WD        Normal    299800   537780 13.19520
## 747        WD        Normal    236000   527700 13.17628
## 748        WD        Normal    265979   819000 13.61584
## 749        WD        Normal    260400   211860 12.26368
## 750        WD        Normal     98000   420250 12.94861
## 751        WD        Normal     96500   440000 12.99453
## 752        WD        Normal    162000   465000 13.04979
## 753        WD        Normal    217000   184720 12.12660
## 754        WD        Normal    275500   614400 13.32840
## 755        WD        Normal    156000   158600 11.97414
## 756        WD        Normal    172500   516800 13.15541
## 757        WD        Normal    212000   646140 13.37877
## 758        WD       Abnorml    158900   696960 13.45448
## 759        WD        Normal    179400   364800 12.80710
## 760        WD        Normal    290000   735420 13.50820
## 761        WD        Normal    127500   182000 12.11176
## 762        WD        Normal    100000   207330 12.24207
## 763       Con        Normal    215200   518400 13.15850
## 764        WD        Normal    337000   565800 13.24600
## 765        WD        Normal    270000  1145880 13.95168
## 766       New       Partial    264132   291740 12.58362
## 767        WD        Normal    196500   625260 13.34592
## 768        WD        Normal    160000   625400 13.34615
## 769        WD        Normal    216837   182000 12.11176
## 770        WD        Normal    538000  3210240 14.98186
## 771        WD        Normal    134900   616420 13.33168
## 772       COD        Normal    102000   177540 12.08695
## 773        WD       Abnorml    107000   625520 13.34634
## 774       COD        Normal    114500   203000 12.22096
## 775       New       Partial    395000   284520 12.55856
## 776        WD        Normal    162000   540000 13.19932
## 777       New       Partial    221500   224200 12.32029
## 778        WD        Normal    142500   267000 12.49500
## 779        WD        Normal    144000   756000 13.53580
## 780        WD        Normal    135000   947700 13.76179
## 781        WD        Normal    176000   157500 11.96718
## 782        WD        Normal    175900   429180 12.96963
## 783        WD        Normal    187100   325700 12.69373
## 784        WD        Normal    165500   773585 13.55879
## 785        WD        Normal    128000   472500 13.06579
## 786        WD        Normal    161500   195800 12.18485
## 787        WD        Normal    139000   540000 13.19932
## 788        WD        Normal    233000   608520 13.31879
## 789        WD        Normal    107900   120000 11.69525
## 790        WD        Normal    187500   732300 13.50395
## 791        WD        Normal    160200   381840 12.85276
## 792        WD        Normal    146800   906640 13.71750
## 793        WD        Normal    269790   595200 13.29665
## 794       New       Partial    225000   183160 12.11812
## 795        WD        Normal    194500   649920 13.38460
## 796        WD        Normal    171000   504000 13.13033
## 797        WD        Normal    143500   163940 12.00726
## 798        WD       Abnorml    110000   153540 11.94172
## 799       New       Partial    485000   811080 13.60612
## 800        WD        Normal    175000   360000 12.79386
## 801        WD        Normal    200000   767880 13.55139
## 802        WD        Normal    109900   144000 11.87757
## 803        WD        Normal    189000   491940 13.10611
## 804       New       Partial    582933   833460 13.63334
## 805        WD        Family    118000   180000 12.10071
## 806       New       Partial    227680   245480 12.41097
## 807        WD        Normal    135500   780000 13.56705
## 808        WD        Normal    223500  1496880 14.21889
## 809        WD        Normal    159950  1072000 13.88504
## 810        WD        Normal    106000   607500 13.31711
## 811        WD        Normal    181000   202800 12.21998
## 812     ConLD        Normal    144500   532560 13.18545
## 813        WD        Alloca     55993   174240 12.06819
## 814       COD        Normal    157900   195000 12.18075
## 815        WD        Normal    116000   412400 12.92975
## 816        WD        Normal    224900   242740 12.39975
## 817        WD        Normal    137000   228500 12.33929
## 818        WD        Normal    271000   265300 12.48862
## 819        WD        Normal    155000   705280 13.46635
## 820       New       Partial    224000   764520 13.54700
## 821        WD        Normal    183000   433560 12.97979
## 822        WD        Normal     93000   120000 11.69525
## 823        WD        Family    225000   743640 13.51931
## 824        WD        Normal    139500   495000 13.11231
## 825       New       Partial    232600   224320 12.32083
## 826       New       Partial    385000   296060 12.59832
## 827        WD        Normal    109500   275850 12.52761
## 828        WD        Normal    189000   170580 12.04696
## 829        WD       Abnorml    185000  1721880 14.35893
## 830        WD        Normal    147400   407040 12.91667
## 831        WD        Normal    166000   238000 12.38003
## 832        WD        Normal    151000   508800 13.13981
## 833        WD        Normal    237000   572880 13.25843
## 834        WD        Normal    167000   200080 12.20647
## 835        WD        Normal    139950   157500 11.96718
## 836        WD        Normal    128000   192000 12.16525
## 837       COD        Normal    153500   243000 12.40082
## 838        WD        Normal    100000   268800 12.50172
## 839        WD        Normal    144000   190500 12.15741
## 840        WD        Normal    130500   588350 13.28508
## 841        WD        Normal    140000   850850 13.65399
## 842        WD        Normal    157500   730800 13.50190
## 843        WD        Normal    174900   721600 13.48923
## 844        WD        Normal    141000   720000 13.48701
## 845        WD        Normal    153900   633250 13.35862
## 846        WD        Normal    171000  1414995 14.16264
## 847        WD        Normal    213000   559020 13.23394
## 848        WD        Normal    133500   310460 12.64581
## 849        WD        Normal    240000  2280000 14.63969
## 850        WD        Normal    187000   768000 13.55155
## 851        WD        Normal    131500   532200 13.18477
## 852        WD        Normal    215000   383520 12.85715
## 853        WD        Normal    164000   534600 13.18927
## 854        WD        Normal    158000   967600 13.78257
## 855        WD       Abnorml    170000   358400 12.78940
## 856        WD        Normal    127000   137940 11.83457
## 857        WD        Normal    147000   877600 13.68495
## 858        WD        Normal    174000   487500 13.09705
## 859        WD        Family    152000   208000 12.24529
## 860        WD        Normal    250000   661740 13.40263
## 861        WD        Normal    189950   382100 12.85344
## 862        WD        Normal    131500  2208750 14.60794
## 863        WD        Normal    152000   193440 12.17272
## 864        WD        Normal    132500   158620 11.97427
## 865       New       Partial    250580   172800 12.05989
## 866        WD        Normal    148500   175000 12.07254
## 867       New       Partial    248900   213120 12.26961
## 868        WD        Normal    129000   139400 11.84510
## 869        WD        Normal    169000   885720 13.69416
## 870        WD        Normal    236000   596280 13.29847
## 871        WD        Normal    109500   132000 11.79056
## 872        WD        Normal    200500   525000 13.17115
## 873        WD        Normal    116000   177840 12.08864
## 874        WD        Normal    133000   485760 13.09347
## 875        WD       Abnorml     66500   286000 12.56375
## 876       New       Partial    303477   540000 13.19932
## 877        WD        Normal    132250   505720 13.13374
## 878        WD        Normal    350000   530040 13.18071
## 879        WD        Normal    148000  1001470 13.81698
## 880        WD        Normal    136500   140000 11.84940
## 881        WD        Normal    157000   140480 11.85282
## 882        WD        Normal    187500   687900 13.44140
## 883        WD        Normal    178000   578160 13.26761
## 884        WD        Normal    118500   465300 13.05044
## 885        WD        Normal    100000   143000 11.87060
## 886       CWD       Abnorml    328900   614280 13.32821
## 887        WD        Family    145000   755370 13.53496
## 888        WD        Normal    135500   823300 13.62108
## 889        WD        Normal    268000   317300 12.66760
## 890        WD        Normal    149500   243200 12.40164
## 891        WD        Normal    122900   403200 12.90719
## 892        WD        Normal    172500   671040 13.41658
## 893        WD        Normal    154500   168280 12.03338
## 894        WD        Normal    165000   265680 12.49005
## 895        WD        Alloca    118858   631620 13.35604
## 896        WD        Normal    140000   423360 12.95598
## 897        WD       Abnorml    106500   262950 12.47972
## 898        WD        Alloca    142953   631620 13.35604
## 899       New       Partial    611657   258380 12.46219
## 900        WD        Normal    135000   139860 11.84840
## 901        WD        Normal    110000   146800 11.89683
## 902        WD        Normal    153000   174240 12.06819
## 903        WD        Normal    180000   472500 13.06579
## 904       New       Partial    240000   297180 12.60209
## 905        WD        Normal    125500   123460 11.72367
## 906        WD        Normal    128000   198400 12.19804
## 907        WD        Normal    255000   270020 12.50625
## 908        WD        Normal    250000   575000 13.26213
## 909        WD        Normal    131000   177700 12.08785
## 910        WD        Normal    174000   755340 13.53492
## 911        WD        Normal    154300  1044000 13.85857
## 912        WD        Normal    143500   185720 12.13200
## 913        WD       Abnorml     88000   183600 12.12051
## 914        WD        Normal    145000   564300 13.24334
## 915       New       Partial    173733   480000 13.08154
## 916        WD        Normal     75000   320160 12.67658
## 917        WD       Abnorml     35311   180000 12.10071
## 918        WD        Normal    135000   342800 12.74490
## 919        WD        Normal    238000   787500 13.57662
## 920        WD        Normal    176500   220580 12.30402
## 921        WD        Normal    201000   507720 13.13769
## 922        WD        Normal    145900   789930 13.57970
## 923       New       Partial    169990   204740 12.22950
## 924        WD        Normal    193000   961440 13.77619
## 925        WD        Normal    207500   204800 12.22979
## 926        WD       Abnorml    175000   312220 12.65146
## 927        WD        Normal    285000   719940 13.48692
## 928        WD        Normal    176000   594000 13.29463
## 929        WD        Normal    236500   236760 12.37480
## 930        WD        Normal    222000   780360 13.56751
## 931        WD        Normal    201000   178500 12.09234
## 932        WD        Normal    117500   182000 12.11176
## 933        WD        Normal    320000   233400 12.36051
## 934        WD        Normal    190000   169740 12.04202
## 935        WD        Normal    242000   553000 13.22311
## 936        WD        Normal     79900   174750 12.07111
## 937        WD        Normal    184900   201660 12.21434
## 938        WD        Normal    253000   580500 13.27165
## 939       New       Partial    239799   525600 13.17230
## 940       COD        Normal    244400  1686300 14.33805
## 941        WD        Normal    150900  1137600 13.94443
## 942        WD        Normal    214000   525300 13.17172
## 943       Oth       Abnorml    150000   693990 13.45021
## 944        WD        Normal    143000  2250000 14.62644
## 945       COD       Abnorml    137500   287500 12.56898
## 946        WD        Normal    124900   441000 12.99680
## 947        WD        Normal    143000   653040 13.38939
## 948        WD        Normal    270000   290720 12.58012
## 949        WD        Normal    192500   840360 13.64159
## 950        WD        Normal    197500   187200 12.13993
## 951        WD        Normal    129000   144000 11.87757
## 952        WD       Abnorml    119900   156000 11.95761
## 953        WD        Normal    133900   612000 13.32449
## 954        WD        Normal    172000   664500 13.40679
## 955        WD       AdjLand    127500   846000 13.64827
## 956        WD        Normal    145000   642240 13.37272
## 957        WD        Normal    124000   208000 12.24529
## 958        WD        Normal    132000   148400 11.90767
## 959        WD        Normal    185000   169000 12.03765
## 960        WD        Normal    155000   411520 12.92761
## 961        WD        Normal    116500   144140 11.87854
## 962        WD        Normal    272000   733620 13.50575
## 963        WD        Normal    155000   369280 12.81931
## 964        WD        Normal    239000   238460 12.38196
## 965        WD        Normal    214900   678960 13.42832
## 966       New       Partial    178900   614220 13.32811
## 967        WD        Normal    160000   480000 13.08154
## 968        WD        Normal    135000   147800 11.90362
## 969        WD       Abnorml     37900   296250 12.59896
## 970     ConLD        Normal    140000  1972580 14.49485
## 971        WD       Abnorml    135000   540000 13.19932
## 972        WD        Normal    173000   362880 12.80183
## 973        WD        Normal     99500   947040 13.76110
## 974       New       Partial    182000   232780 12.35785
## 975        WD        Normal    167500   798980 13.59109
## 976        WD        Normal    165000   424160 12.95787
## 977        WD        Normal     85500   177000 12.08391
## 978       New       Partial    199900   512880 13.14780
## 979        WD       Abnorml    110000   189000 12.14950
## 980        WD        Normal    139000   176320 12.08006
## 981        WD        Normal    178400  1030370 13.84543
## 982        WD        Normal    336000   732180 13.50378
## 983        WD        Normal    159895    63640 11.06100
## 984        WD        Normal    255900   675000 13.42247
## 985       COD        Normal    126000   911250 13.72257
## 986     ConLD        Normal    125000  2067200 14.54171
## 987        WD        Normal    117000   265500 12.48937
## 988       New       Partial    395192   203180 12.22185
## 989        WD        Normal    195000   722760 13.49083
## 990       New       Partial    197000   487500 13.09705
## 991        WD        Normal    348000   567120 13.24833
## 992        WD        Normal    168000  1236970 14.02818
## 993        WD        Normal    187000   585600 13.28039
## 994       New       Partial    173900   530760 13.18207
## 995        WD        Normal    337500   249120 12.42569
## 996        WD       Abnorml    121600   235600 12.36989
## 997       COD        Normal    136500   213180 12.26989
## 998        WD        Normal    185000   234340 12.36453
## 999        WD        Normal     91000   293580 12.58991
## 1000       WD        Normal    206000   135240 11.81481
## 1001       WD        Normal     82000   204120 12.22646
## 1002       WD       Abnorml     86000   162000 11.99535
## 1003       WD        Normal    232000   239140 12.38480
## 1004       WD        Normal    136905  1035000 13.84991
## 1005       WD        Normal    181000   381840 12.85276
## 1006       WD        Normal    149900   670800 13.41623
## 1007       WD        Normal    163500   243100 12.40123
## 1008       WD        Normal     88000   354720 12.77908
## 1009       WD        Normal    240000   242360 12.39818
## 1010       WD        Normal    102000   300000 12.61154
## 1011       WD        Normal    135000  1064300 13.87783
## 1012       WD        Normal    100000   884250 13.69250
## 1013       WD        Normal    165000   741440 13.51635
## 1014       WD        Normal     85000   216000 12.28303
## 1015       WD        Normal    119200   233280 12.35999
## 1016       WD        Normal    227000   504000 13.13033
## 1017       WD        Normal    203000   237660 12.37860
## 1018      COD       Abnorml    187500   697680 13.45552
## 1019       WD        Normal    160000   862720 13.66785
## 1020       WD        Normal    213490   361560 12.79818
## 1021       WD        Normal    176000   140480 11.85282
## 1022      New       Partial    194000   148120 11.90578
## 1023       WD        Normal     87000   471950 13.06463
## 1024       WD        Normal    191000   381840 12.85276
## 1025      COD       Abnorml    287000   309960 12.64420
## 1026       WD        Normal    112500   154000 11.94471
## 1027       WD        Normal    167500   186000 12.13350
## 1028      New       Partial    293077   190400 12.15688
## 1029       WD        Normal    105000   474600 13.07023
## 1030       WD        Normal    118000   268800 12.50172
## 1031       WD        Normal    160000  1345580 14.11234
## 1032       WD        Normal    197000  1189725 13.98923
## 1033       WD       Abnorml    310000   872460 13.67907
## 1034       WD        Normal    230000   162500 11.99843
## 1035       WD        Normal    119750   189150 12.15030
## 1036       WD        Normal     84000   230000 12.34583
## 1037       WD        Normal    315500   257960 12.46056
## 1038       WD        Normal    287000   554400 13.22564
## 1039       WD        Normal     97000   245280 12.41016
## 1040       WD        Normal     80000   265860 12.49073
## 1041       WD        Normal    155000   262500 12.47801
## 1042       WD        Normal    173000   547800 13.21367
## 1043       WD        Normal    196000   645720 13.37812
## 1044       WD        Normal    262280   710340 13.47350
## 1045       WD        Normal    278000   192000 12.16525
## 1046       WD        Normal    139600   273600 12.51942
## 1047      New       Partial    556581   963360 13.77818
## 1048       WD        Normal    145000   184900 12.12757
## 1049       WD        Normal    115000   435000 12.98310
## 1050       WD       Abnorml     84900   222000 12.31043
## 1051      New       Partial    176485   179860 12.09993
## 1052      New       Partial    200141   223500 12.31717
## 1053       WD        Normal    165000   570000 13.25339
## 1054       WD        Normal    144500   171240 12.05082
## 1055       WD        Normal    255000   682020 13.43281
## 1056      COD       Abnorml    180000   227220 12.33367
## 1057       WD        Normal    185850   846240 13.64856
## 1058       WD        Normal    248000  1797540 14.40193
## 1059       WD        Normal    335000   678480 13.42761
## 1060       WD        Normal    220000   563750 13.24237
## 1061       WD        Normal    213500   590400 13.28856
## 1062    ConLD        Normal     81000   540000 13.19932
## 1063       WD        Normal     90000  2584000 14.76485
## 1064       WD        Normal    110500   180000 12.10071
## 1065       WD        Normal    154000   220000 12.30138
## 1066       WD        Normal    328000   840000 13.64116
## 1067       WD        Normal    178000   470220 13.06096
## 1068       WD        Normal    167900   585600 13.28039
## 1069       WD        Normal    151400   634240 13.36018
## 1070       WD        Normal    135000   432000 12.97618
## 1071       WD        Normal    135000   203040 12.22116
## 1072       WD        Normal    154000   702000 13.46169
## 1073       WD        Normal     91500   379250 12.84595
## 1074       WD        Normal    159500   477000 13.07527
## 1075       WD        Normal    194000   171120 12.05012
## 1076      CWD        Normal    219500   918750 13.73077
## 1077       WD        Normal    170000   540000 13.19932
## 1078       WD       Abnorml    138800   317400 12.66792
## 1079       WD        Normal    155900   532200 13.18477
## 1080       WD        Normal    126000   175500 12.07539
## 1081      COD       Abnorml    145000   220800 12.30501
## 1082       WD        Normal    133000   150000 11.91839
## 1083       WD        Normal    192000   174980 12.07243
## 1084       WD        Normal    160000   176000 12.07824
## 1085       WD        Normal    187500   781860 13.56943
## 1086       WD        Normal    147000   770865 13.55527
## 1087       WD        Normal     83500   315840 12.66299
## 1088       WD        Normal    252000   634440 13.36050
## 1089       WD        Normal    137500   403520 12.90798
## 1090       WD        Normal    197000   397920 12.89401
## 1091       WD        Normal     92900   768960 13.55279
## 1092       WD        Normal    160000   345600 12.75304
## 1093       WD        Normal    136500   420000 12.94801
## 1094       WD        Normal    146000   184600 12.12595
## 1095       WD        Normal    129000   117360 11.67300
## 1096       WD        Normal    176432   186340 12.13533
## 1097       WD        Normal    127000   481740 13.08516
## 1098       WD        Normal    170000   443520 13.00250
## 1099       WD        Normal    128000   300000 12.61154
## 1100      COD       Abnorml    157000   237600 12.37834
## 1101       WD        Normal     60000   252000 12.43718
## 1102       WD        Normal    119500   195160 12.18158
## 1103       WD        Family    135000   140000 11.84940
## 1104       WD        Normal    159500   178200 12.09066
## 1105       WD        Normal    106000   322560 12.68404
## 1106       WD        Normal    325000   735360 13.50812
## 1107       WD        Normal    179900   207140 12.24115
## 1108      New       Partial    274725  1395420 14.14871
## 1109       WD       Abnorml    181000   483780 13.08939
## 1110       WD        Normal    280000   227240 12.33376
## 1111       WD        Normal    188000   480000 13.08154
## 1112       WD        Normal    205000   628800 13.35157
## 1113       WD        Normal    129900   142000 11.86358
## 1114       WD        Normal    134500   178460 12.09212
## 1115       WD        Normal    117000   108000 11.58989
## 1116      New       Partial    318000   241700 12.39545
## 1117       WD        Normal    184100   620000 13.33747
## 1118       WD        Normal    130000   195280 12.18219
## 1119       WD        Normal    140000  1106000 13.91626
## 1120       WD        Normal    133700   151200 11.92636
## 1121       WD        Normal    118400   247890 12.42074
## 1122      New       Partial    212900   201680 12.21444
## 1123      COD       Abnorml    112000   178520 12.09246
## 1124       WD        Normal    118000   188100 12.14473
## 1125       WD        Normal    163900   730000 13.50080
## 1126       WD        Normal    115000   208680 12.24856
## 1127       WD        Normal    174000   442080 12.99925
## 1128       WD        Family    259000   291440 12.58259
## 1129       WD        Normal    215000   707760 13.46986
## 1130       WD        Normal    140000   648000 13.38165
## 1131       WD        Normal    135000   390200 12.87441
## 1132      Oth       Abnorml     93500   214240 12.27485
## 1133       WD        Normal    117500   693000 13.44879
## 1134       WD        Normal    239500   589680 13.28734
## 1135       WD        Normal    169000   526380 13.17378
## 1136       WD        Normal    102000   185400 12.13027
## 1137       WD       Abnorml    119000   480000 13.08154
## 1138       WD        Normal     94000   317100 12.66697
## 1139       WD        Normal    196000   196380 12.18781
## 1140       WD        Normal    144000   261930 12.47583
## 1141      COD       Abnorml    139000   147000 11.89819
## 1142       WD        Normal    197500   618240 13.33463
## 1143      New       Partial    424870   597900 13.30118
## 1144       WD        Normal     80000   180000 12.10071
## 1145       WD        Normal     80000  2314200 14.65457
## 1146       WD        Family    149000   312000 12.65076
## 1147       WD        Normal    180000   224000 12.31940
## 1148       WD        Normal    174500   840000 13.64116
## 1149       WD        Normal    116900   285000 12.56024
## 1150       WD        Normal    143000   630000 13.35348
## 1151       WD        Normal    124000   165600 12.01733
## 1152       WD        Normal    149900   355100 12.78015
## 1153       WD       Abnorml    230000   282300 12.55073
## 1154       WD        Normal    120500   176700 12.08221
## 1155       WD        Normal    201800   822000 13.61950
## 1156       WD        Normal    218000   215360 12.28007
## 1157       WD        Normal    179900   748000 13.52516
## 1158       WD        Normal    230000   600120 13.30488
## 1159    ConLD       Partial    235128   238640 12.38271
## 1160       WD        Normal    185000   547200 13.21257
## 1161       WD        Normal    146000   364800 12.80710
## 1162       WD        Normal    224000   295560 12.59663
## 1163       WD        Normal    129000   174480 12.06957
## 1164       WD        Alloca    108959  1161000 13.96479
## 1165       WD        Normal    194000  1292560 14.07214
## 1166      New       Partial    233170   190820 12.15909
## 1167       WD        Normal    245350   209500 12.25248
## 1168       WD        Normal    173000   651120 13.38645
## 1169       WD        Normal    235000   960960 13.77569
## 1170       WD        Normal    625000  2145600 14.57893
## 1171       WD        Normal    171000   790400 13.58029
## 1172       WD        Normal    163000   182400 12.11396
## 1173       WD        Normal    171900   642720 13.37346
## 1174       WD        Normal    200500   901500 13.71182
## 1175       WD        Normal    239000  1159200 13.96324
## 1176       WD        Normal    285000   533900 13.18796
## 1177       WD        Normal    119500   139020 11.84237
## 1178       WD        Normal    115000   197500 12.19349
## 1179       WD        Normal    154900   384050 12.85853
## 1180       WD        Normal     93000   166700 12.02395
## 1181       WD        Normal    250000   670200 13.41533
## 1182      New       Partial    392500   670440 13.41569
## 1183       WD       Abnorml    745000   937380 13.75084
## 1184       WD        Normal    120000   324000 12.68850
## 1185       WD        Normal    186700   702660 13.46263
## 1186       WD        Normal    104900   486900 13.09581
## 1187       WD       Abnorml     95000  2016850 14.51705
## 1188       WD        Normal    262000   249220 12.42609
## 1189       WD        Normal    195000   536100 13.19208
## 1190       WD        Normal    189000   450000 13.01700
## 1191       WD        Normal    168000  6167970 15.63488
## 1192       WD        Normal    174000   423200 12.95560
## 1193       WD        Normal    125000   480000 13.08154
## 1194       WD        Normal    165000   540000 13.19932
## 1195       WD        Normal    158000   561840 13.23897
## 1196       WD        Normal    176000   481740 13.08516
## 1197      New       Partial    219210   843240 13.64501
## 1198    ConLw        Normal    144000   663750 13.40566
## 1199       WD        Normal    178000   182000 12.11176
## 1200       WD        Normal    148000   224700 12.32252
## 1201      Oth       Abnorml    116050   187060 12.13918
## 1202       WD        Normal    197900   624000 13.34391
## 1203       WD        Normal    117000   300000 12.61154
## 1204       WD        Normal    213000   195000 12.18075
##  [ reached 'max' / getOption("max.print") -- omitted 256 rows ]

p <- p %>% mutate(sq = sqrt(tich)) #Tạo một cột mới có tên là sq và tính giá trị của cột này bằng cách lấy căn bậc hai của cột tich.
print(p)

##        Id MSSubClass MSZoning LotFrontage LotArea Street Alley LotShape
## 1       1         60       RL          65    8450   Pave  <NA>      Reg
## 2       2         20       RL          80    9600   Pave  <NA>      Reg
## 3       3         60       RL          68   11250   Pave  <NA>      IR1
## 4       4         70       RL          60    9550   Pave  <NA>      IR1
## 5       5         60       RL          84   14260   Pave  <NA>      IR1
## 6       6         50       RL          85   14115   Pave  <NA>      IR1
## 7       7         20       RL          75   10084   Pave  <NA>      Reg
## 8       8         60       RL          NA   10382   Pave  <NA>      IR1
## 9       9         50       RM          51    6120   Pave  <NA>      Reg
## 10     10        190       RL          50    7420   Pave  <NA>      Reg
## 11     11         20       RL          70   11200   Pave  <NA>      Reg
## 12     12         60       RL          85   11924   Pave  <NA>      IR1
## 13     13         20       RL          NA   12968   Pave  <NA>      IR2
## 14     14         20       RL          91   10652   Pave  <NA>      IR1
## 15     15         20       RL          NA   10920   Pave  <NA>      IR1
## 16     16         45       RM          51    6120   Pave  <NA>      Reg
## 17     17         20       RL          NA   11241   Pave  <NA>      IR1
## 18     18         90       RL          72   10791   Pave  <NA>      Reg
## 19     19         20       RL          66   13695   Pave  <NA>      Reg
## 20     20         20       RL          70    7560   Pave  <NA>      Reg
## 21     21         60       RL         101   14215   Pave  <NA>      IR1
## 22     22         45       RM          57    7449   Pave  Grvl      Reg
## 23     23         20       RL          75    9742   Pave  <NA>      Reg
## 24     24        120       RM          44    4224   Pave  <NA>      Reg
## 25     25         20       RL          NA    8246   Pave  <NA>      IR1
## 26     26         20       RL         110   14230   Pave  <NA>      Reg
## 27     27         20       RL          60    7200   Pave  <NA>      Reg
## 28     28         20       RL          98   11478   Pave  <NA>      Reg
## 29     29         20       RL          47   16321   Pave  <NA>      IR1
## 30     30         30       RM          60    6324   Pave  <NA>      IR1
## 31     31         70  C (all)          50    8500   Pave  Pave      Reg
## 32     32         20       RL          NA    8544   Pave  <NA>      IR1
## 33     33         20       RL          85   11049   Pave  <NA>      Reg
## 34     34         20       RL          70   10552   Pave  <NA>      IR1
## 35     35        120       RL          60    7313   Pave  <NA>      Reg
## 36     36         60       RL         108   13418   Pave  <NA>      Reg
## 37     37         20       RL         112   10859   Pave  <NA>      Reg
## 38     38         20       RL          74    8532   Pave  <NA>      Reg
## 39     39         20       RL          68    7922   Pave  <NA>      Reg
## 40     40         90       RL          65    6040   Pave  <NA>      Reg
## 41     41         20       RL          84    8658   Pave  <NA>      Reg
## 42     42         20       RL         115   16905   Pave  <NA>      Reg
## 43     43         85       RL          NA    9180   Pave  <NA>      IR1
## 44     44         20       RL          NA    9200   Pave  <NA>      IR1
## 45     45         20       RL          70    7945   Pave  <NA>      Reg
## 46     46        120       RL          61    7658   Pave  <NA>      Reg
## 47     47         50       RL          48   12822   Pave  <NA>      IR1
## 48     48         20       FV          84   11096   Pave  <NA>      Reg
## 49     49        190       RM          33    4456   Pave  <NA>      Reg
## 50     50         20       RL          66    7742   Pave  <NA>      Reg
## 51     51         60       RL          NA   13869   Pave  <NA>      IR2
## 52     52         50       RM          52    6240   Pave  <NA>      Reg
## 53     53         90       RM         110    8472   Grvl  <NA>      IR2
## 54     54         20       RL          68   50271   Pave  <NA>      IR1
## 55     55         80       RL          60    7134   Pave  <NA>      Reg
## 56     56         20       RL         100   10175   Pave  <NA>      IR1
## 57     57        160       FV          24    2645   Pave  Pave      Reg
## 58     58         60       RL          89   11645   Pave  <NA>      IR1
## 59     59         60       RL          66   13682   Pave  <NA>      IR2
## 60     60         20       RL          60    7200   Pave  <NA>      Reg
## 61     61         20       RL          63   13072   Pave  <NA>      Reg
## 62     62         75       RM          60    7200   Pave  <NA>      Reg
## 63     63        120       RL          44    6442   Pave  <NA>      IR1
## 64     64         70       RM          50   10300   Pave  <NA>      IR1
## 65     65         60       RL          NA    9375   Pave  <NA>      Reg
## 66     66         60       RL          76    9591   Pave  <NA>      Reg
## 67     67         20       RL          NA   19900   Pave  <NA>      Reg
## 68     68         20       RL          72   10665   Pave  <NA>      IR1
## 69     69         30       RM          47    4608   Pave  <NA>      Reg
## 70     70         50       RL          81   15593   Pave  <NA>      Reg
## 71     71         20       RL          95   13651   Pave  <NA>      IR1
## 72     72         20       RL          69    7599   Pave  <NA>      Reg
## 73     73         60       RL          74   10141   Pave  <NA>      IR1
## 74     74         20       RL          85   10200   Pave  <NA>      Reg
## 75     75         50       RM          60    5790   Pave  <NA>      Reg
## 76     76        180       RM          21    1596   Pave  <NA>      Reg
## 77     77         20       RL          NA    8475   Pave  <NA>      IR1
## 78     78         50       RM          50    8635   Pave  <NA>      Reg
## 79     79         90       RL          72   10778   Pave  <NA>      Reg
## 80     80         50       RM          60   10440   Pave  Grvl      Reg
## 81     81         60       RL         100   13000   Pave  <NA>      Reg
## 82     82        120       RM          32    4500   Pave  <NA>      Reg
## 83     83         20       RL          78   10206   Pave  <NA>      Reg
## 84     84         20       RL          80    8892   Pave  <NA>      IR1
## 85     85         80       RL          NA    8530   Pave  <NA>      IR1
## 86     86         60       RL         121   16059   Pave  <NA>      Reg
## 87     87         60       RL         122   11911   Pave  <NA>      IR2
## 88     88        160       FV          40    3951   Pave  Pave      Reg
## 89     89         50  C (all)         105    8470   Pave  <NA>      IR1
## 90     90         20       RL          60    8070   Pave  <NA>      Reg
## 91     91         20       RL          60    7200   Pave  <NA>      Reg
## 92     92         20       RL          85    8500   Pave  <NA>      Reg
## 93     93         30       RL          80   13360   Pave  Grvl      IR1
## 94     94        190  C (all)          60    7200   Pave  <NA>      Reg
## 95     95         60       RL          69    9337   Pave  <NA>      IR1
## 96     96         60       RL          NA    9765   Pave  <NA>      IR2
## 97     97         20       RL          78   10264   Pave  <NA>      IR1
## 98     98         20       RL          73   10921   Pave  <NA>      Reg
## 99     99         30       RL          85   10625   Pave  <NA>      Reg
## 100   100         20       RL          77    9320   Pave  <NA>      IR1
## 101   101         20       RL          NA   10603   Pave  <NA>      IR1
## 102   102         60       RL          77    9206   Pave  <NA>      Reg
## 103   103         90       RL          64    7018   Pave  <NA>      Reg
## 104   104         20       RL          94   10402   Pave  <NA>      IR1
## 105   105         50       RM          NA    7758   Pave  <NA>      Reg
## 106   106         60       FV          75    9375   Pave  <NA>      Reg
## 107   107         30       RM          60   10800   Pave  Grvl      Reg
## 108   108         20       RM          50    6000   Pave  <NA>      Reg
## 109   109         50       RM          85    8500   Pave  <NA>      Reg
## 110   110         20       RL         105   11751   Pave  <NA>      IR1
## 111   111         50       RL          75    9525   Pave  <NA>      Reg
## 112   112         80       RL          NA    7750   Pave  <NA>      IR1
## 113   113         60       RL          77    9965   Pave  <NA>      Reg
## 114   114         20       RL          NA   21000   Pave  <NA>      Reg
## 115   115         70       RL          61    7259   Pave  <NA>      IR1
## 116   116        160       FV          34    3230   Pave  Pave      Reg
## 117   117         20       RL          NA   11616   Pave  <NA>      Reg
## 118   118         20       RL          74    8536   Pave  <NA>      Reg
## 119   119         60       RL          90   12376   Pave  <NA>      Reg
## 120   120         60       RL          65    8461   Pave  <NA>      Reg
## 121   121         80       RL          NA   21453   Pave  <NA>      IR1
## 122   122         50       RM          50    6060   Pave  <NA>      Reg
## 123   123         20       RL          75    9464   Pave  <NA>      Reg
## 124   124        120       RL          55    7892   Pave  <NA>      Reg
## 125   125         20       RL          48   17043   Pave  <NA>      IR1
## 126   126        190       RM          60    6780   Pave  <NA>      Reg
## 127   127        120       RL          NA    4928   Pave  <NA>      IR1
## 128   128         45       RM          55    4388   Pave  <NA>      IR1
## 129   129         60       RL          69    7590   Pave  <NA>      Reg
## 130   130         20       RL          69    8973   Pave  <NA>      Reg
## 131   131         60       RL          88   14200   Pave  <NA>      Reg
## 132   132         60       RL          NA   12224   Pave  <NA>      IR1
## 133   133         20       RL          75    7388   Pave  <NA>      Reg
## 134   134         20       RL          NA    6853   Pave  <NA>      IR1
## 135   135         20       RL          78   10335   Pave  <NA>      IR1
## 136   136         20       RL          80   10400   Pave  <NA>      Reg
## 137   137         20       RL          NA   10355   Pave  <NA>      IR1
## 138   138         90       RL          82   11070   Pave  <NA>      Reg
## 139   139         60       RL          73    9066   Pave  <NA>      IR1
## 140   140         60       RL          65   15426   Pave  <NA>      IR1
## 141   141         20       RL          70   10500   Pave  <NA>      Reg
## 142   142         20       RL          78   11645   Pave  <NA>      Reg
## 143   143         50       RL          71    8520   Pave  <NA>      Reg
## 144   144         20       RL          78   10335   Pave  <NA>      IR1
## 145   145         90       RM          70    9100   Pave  <NA>      Reg
## 146   146        160       RM          24    2522   Pave  <NA>      Reg
## 147   147         30       RM          51    6120   Pave  <NA>      Reg
## 148   148         60       RL          NA    9505   Pave  <NA>      IR1
## 149   149         20       RL          63    7500   Pave  <NA>      Reg
## 150   150         50       RM          NA    6240   Pave  <NA>      Reg
## 151   151         20       RL         120   10356   Pave  <NA>      Reg
## 152   152         20       RL         107   13891   Pave  <NA>      Reg
## 153   153         60       RL          NA   14803   Pave  <NA>      IR1
## 154   154         20       RL          NA   13500   Pave  <NA>      Reg
## 155   155         30       RM          84   11340   Pave  <NA>      Reg
## 156   156         50       RL          60    9600   Pave  <NA>      Reg
## 157   157         20       RL          60    7200   Pave  <NA>      Reg
## 158   158         60       RL          92   12003   Pave  <NA>      Reg
## 159   159         60       FV         100   12552   Pave  <NA>      Reg
## 160   160         60       RL         134   19378   Pave  <NA>      IR1
## 161   161         20       RL          NA   11120   Pave  <NA>      IR1
## 162   162         60       RL         110   13688   Pave  <NA>      IR1
## 163   163         20       RL          95   12182   Pave  <NA>      Reg
## 164   164         45       RL          55    5500   Pave  <NA>      Reg
## 165   165         40       RM          40    5400   Pave  Pave      Reg
## 166   166        190       RL          62   10106   Pave  <NA>      Reg
## 167   167         20       RL          NA   10708   Pave  <NA>      IR1
## 168   168         60       RL          86   10562   Pave  <NA>      Reg
## 169   169         60       RL          62    8244   Pave  <NA>      IR1
## 170   170         20       RL          NA   16669   Pave  <NA>      IR1
## 171   171         50       RM          NA   12358   Pave  <NA>      IR1
## 172   172         20       RL         141   31770   Pave  <NA>      IR1
## 173   173        160       RL          44    5306   Pave  <NA>      IR1
## 174   174         20       RL          80   10197   Pave  <NA>      IR1
## 175   175         20       RL          47   12416   Pave  <NA>      IR1
## 176   176         20       RL          84   12615   Pave  <NA>      Reg
## 177   177         60       RL          97   10029   Pave  <NA>      IR1
## 178   178         50       RL          NA   13650   Pave  <NA>      Reg
## 179   179         20       RL          63   17423   Pave  <NA>      IR1
## 180   180         30       RM          60    8520   Pave  <NA>      Reg
## 181   181        160       FV          NA    2117   Pave  <NA>      Reg
## 182   182         70       RL          54    7588   Pave  <NA>      Reg
## 183   183         20       RL          60    9060   Pave  <NA>      Reg
## 184   184         50       RM          63   11426   Pave  <NA>      Reg
## 185   185         50       RL          92    7438   Pave  <NA>      IR1
## 186   186         75       RM          90   22950   Pave  <NA>      IR2
## 187   187         80       RL          NA    9947   Pave  <NA>      IR1
## 188   188         50       RL          60   10410   Pave  <NA>      Reg
## 189   189         90       RL          64    7018   Pave  <NA>      Reg
## 190   190        120       RL          41    4923   Pave  <NA>      Reg
## 191   191         70       RL          70   10570   Pave  <NA>      Reg
## 192   192         60       RL          NA    7472   Pave  <NA>      IR1
## 193   193         20       RL          68    9017   Pave  <NA>      IR1
## 194   194        160       RM          24    2522   Pave  <NA>      Reg
## 195   195         20       RL          60    7180   Pave  <NA>      IR1
## 196   196        160       RL          24    2280   Pave  <NA>      Reg
## 197   197         20       RL          79    9416   Pave  <NA>      Reg
## 198   198         75       RL         174   25419   Pave  <NA>      Reg
## 199   199         75       RM          92    5520   Pave  <NA>      Reg
## 200   200         20       RL          76    9591   Pave  <NA>      Reg
## 201   201         20       RM          80    8546   Pave  <NA>      Reg
## 202   202         20       RL          75   10125   Pave  <NA>      Reg
## 203   203         50       RL          50    7000   Pave  <NA>      Reg
## 204   204        120       RM          NA    4438   Pave  <NA>      Reg
## 205   205         50       RM          50    3500   Pave  Grvl      Reg
## 206   206         20       RL          99   11851   Pave  <NA>      Reg
## 207   207         20       RL          40   13673   Pave  <NA>      IR1
## 208   208         20       RL          NA   12493   Pave  <NA>      IR1
## 209   209         60       RL          NA   14364   Pave  <NA>      IR1
## 210   210         20       RL          75    8250   Pave  <NA>      Reg
## 211   211         30       RL          67    5604   Pave  <NA>      Reg
## 212   212         20       RL          83   10420   Pave  <NA>      Reg
## 213   213         60       FV          72    8640   Pave  <NA>      Reg
## 214   214         20       RL          43   13568   Pave  <NA>      IR2
## 215   215         60       RL          NA   10900   Pave  <NA>      IR1
## 216   216         20       RL          72   10011   Pave  <NA>      IR1
## 217   217         20       RL          65    8450   Pave  <NA>      Reg
## 218   218         70       RM          57    9906   Pave  Grvl      Reg
## 219   219         50       RL          NA   15660   Pave  <NA>      IR1
## 220   220        120       RL          43    3010   Pave  <NA>      Reg
## 221   221         20       RL          73    8990   Pave  <NA>      IR1
## 222   222         60       RL          NA    8068   Pave  <NA>      IR1
## 223   223         60       RL          85   11475   Pave  <NA>      Reg
## 224   224         20       RL          70   10500   Pave  <NA>      Reg
## 225   225         20       RL         103   13472   Pave  <NA>      Reg
## 226   226        160       RM          21    1680   Pave  <NA>      Reg
## 227   227         60       RL          82    9950   Pave  <NA>      IR1
## 228   228        160       RM          21    1869   Pave  <NA>      Reg
## 229   229         20       RL          70    8521   Pave  <NA>      Reg
## 230   230        120       RL          43    3182   Pave  <NA>      Reg
## 231   231         20       RL          73    8760   Pave  <NA>      Reg
## 232   232         60       RL         174   15138   Pave  <NA>      IR1
## 233   233        160       RM          21    1680   Pave  <NA>      Reg
## 234   234         20       RL          75   10650   Pave  <NA>      Reg
## 235   235         60       RL          NA    7851   Pave  <NA>      Reg
## 236   236        160       RM          21    1680   Pave  <NA>      Reg
## 237   237         20       RL          65    8773   Pave  <NA>      Reg
## 238   238         60       RL          NA    9453   Pave  <NA>      IR1
## 239   239         20       RL          93   12030   Pave  <NA>      Reg
## 240   240         50       RL          52    8741   Pave  <NA>      Reg
## 241   241         20       FV          75    9000   Pave  <NA>      Reg
## 242   242         30       RM          40    3880   Pave  <NA>      Reg
## 243   243         50       RM          63    5000   Pave  <NA>      Reg
## 244   244        160       RL          75   10762   Pave  <NA>      Reg
## 245   245         60       RL          NA    8880   Pave  <NA>      IR1
## 246   246         20       RL          80   10400   Pave  <NA>      Reg
## 247   247        190       RM          69    9142   Pave  Grvl      Reg
## 248   248         20       RL          75   11310   Pave  <NA>      Reg
## 249   249         60       RL          72   11317   Pave  <NA>      Reg
## 250   250         50       RL          NA  159000   Pave  <NA>      IR2
## 251   251         30       RL          55    5350   Pave  <NA>      IR1
## 252   252        120       RM          44    4750   Pave  <NA>      IR1
## 253   253         60       RL          65    8366   Pave  <NA>      IR1
## 254   254         80       RL          85    9350   Pave  <NA>      Reg
## 255   255         20       RL          70    8400   Pave  <NA>      Reg
## 256   256         60       RL          66    8738   Pave  <NA>      IR1
## 257   257         60       FV          64    8791   Pave  <NA>      IR1
## 258   258         20       RL          68    8814   Pave  <NA>      Reg
## 259   259         60       RL          80   12435   Pave  <NA>      Reg
## 260   260         20       RM          70   12702   Pave  <NA>      Reg
## 261   261         80       RL         120   19296   Pave  <NA>      Reg
## 262   262         60       RL          69    9588   Pave  <NA>      IR1
## 263   263         80       RL          88    8471   Pave  <NA>      IR1
## 264   264         50       RM          50    5500   Pave  <NA>      Reg
## 265   265         30       RM          30    5232   Pave  Grvl      IR3
## 266   266         20       RL          78   12090   Pave  <NA>      IR1
## 267   267         60       RL          70   11207   Pave  <NA>      IR1
## 268   268         75       RL          60    8400   Pave  <NA>      Reg
## 269   269         30       RM          71    6900   Pave  <NA>      Reg
## 270   270         20       RL          NA    7917   Pave  <NA>      IR1
## 271   271         60       FV          84   10728   Pave  <NA>      Reg
## 272   272         20       RL          73   39104   Pave  <NA>      IR1
## 273   273         60       RL          92   11764   Pave  <NA>      IR1
## 274   274         20       RL          80    9600   Pave  <NA>      Reg
## 275   275         20       RL          76    8314   Pave  <NA>      Reg
## 276   276         50       RL          55    7264   Pave  <NA>      Reg
## 277   277         20       RL         129    9196   Pave  <NA>      IR1
## 278   278         20       RL         140   19138   Pave  <NA>      Reg
## 279   279         20       RL         107   14450   Pave  <NA>      Reg
## 280   280         60       RL          83   10005   Pave  <NA>      Reg
## 281   281         60       RL          82   11287   Pave  <NA>      Reg
## 282   282         20       FV          60    7200   Pave  Pave      Reg
## 283   283        120       RL          34    5063   Pave  <NA>      Reg
## 284   284         20       RL          74    9612   Pave  <NA>      Reg
## 285   285        120       RL          50    8012   Pave  <NA>      Reg
## 286   286        160       FV          35    4251   Pave  Pave      IR1
## 287   287         50       RL          77    9786   Pave  <NA>      IR1
## 288   288         20       RL          NA    8125   Pave  <NA>      IR1
## 289   289         20       RL          NA    9819   Pave  <NA>      IR1
## 290   290         70       RL          60    8730   Pave  <NA>      Reg
## 291   291         60       RL         120   15611   Pave  <NA>      Reg
## 292   292        190       RL          55    5687   Pave  Grvl      Reg
## 293   293         50       RL          60   11409   Pave  <NA>      Reg
## 294   294         60       RL          NA   16659   Pave  <NA>      IR1
## 295   295         20       RL          80    9600   Pave  <NA>      Reg
## 296   296         80       RL          37    7937   Pave  <NA>      IR1
## 297   297         50       RM          75   13710   Pave  <NA>      Reg
## 298   298         60       FV          66    7399   Pave  Pave      IR1
## 299   299         60       RL          90   11700   Pave  <NA>      Reg
## 300   300         20       RL          80   14000   Pave  <NA>      Reg
## 301   301        190       RL          90   15750   Pave  <NA>      Reg
## 302   302         60       RL          66   16226   Pave  <NA>      IR3
## 303   303         20       RL         118   13704   Pave  <NA>      IR1
## 304   304         20       RL          70    9800   Pave  <NA>      Reg
## 305   305         75       RM          87   18386   Pave  <NA>      Reg
## 306   306         20       RL          80   10386   Pave  <NA>      Reg
## 307   307         60       RL         116   13474   Pave  <NA>      Reg
## 308   308         50       RM          NA    7920   Pave  Grvl      IR1
## 309   309         30       RL          NA   12342   Pave  <NA>      IR1
## 310   310         20       RL          90   12378   Pave  <NA>      IR1
## 311   311         60       RL          NA    7685   Pave  <NA>      IR1
## 312   312         20       RL          50    8000   Pave  <NA>      Reg
## 313   313        190       RM          65    7800   Pave  <NA>      Reg
## 314   314         20       RL         150  215245   Pave  <NA>      IR3
## 315   315         70       RM          60    9600   Pave  Grvl      Reg
## 316   316         60       RL          71    7795   Pave  <NA>      IR1
## 317   317         60       RL          94   13005   Pave  <NA>      IR1
## 318   318         60       FV          75    9000   Pave  <NA>      Reg
## 319   319         60       RL          90    9900   Pave  <NA>      Reg
## 320   320         80       RL          NA   14115   Pave  <NA>      Reg
## 321   321         60       RL         111   16259   Pave  <NA>      Reg
## 322   322         60       RL          99   12099   Pave  <NA>      IR1
## 323   323         60       RL          86   10380   Pave  <NA>      IR1
## 324   324         20       RM          49    5820   Pave  <NA>      Reg
## 325   325         80       RL          96   11275   Pave  <NA>      Reg
## 326   326         45       RM          50    5000   Pave  <NA>      Reg
## 327   327        120       RL          32   10846   Pave  <NA>      IR1
## 328   328         20       RL          80   11600   Pave  <NA>      Reg
## 329   329         75       RL          NA   11888   Pave  Pave      IR1
## 330   330         70       RM          60    6402   Pave  <NA>      Reg
## 331   331         90       RL          NA   10624   Pave  <NA>      IR1
## 332   332         20       RL          70    8176   Pave  <NA>      Reg
## 333   333         20       RL          85   10655   Pave  <NA>      IR1
## 334   334        120       RM          59    8198   Pave  <NA>      Reg
## 335   335         60       RL          59    9042   Pave  <NA>      IR1
## 336   336        190       RL          NA  164660   Grvl  <NA>      IR1
## 337   337         20       RL          86   14157   Pave  <NA>      IR1
## 338   338         20       RL          70    9135   Pave  <NA>      Reg
## 339   339         20       RL          91   14145   Pave  <NA>      Reg
## 340   340         20       RL          66   12400   Pave  <NA>      IR1
## 341   341         60       RL          85   14191   Pave  <NA>      Reg
## 342   342         20       RH          60    8400   Pave  <NA>      Reg
## 343   343         90       RL          NA    8544   Pave  <NA>      Reg
## 344   344        120       RL          63    8849   Pave  <NA>      IR1
## 345   345        160       RM          36    2592   Pave  <NA>      Reg
## 346   346         50       RL          65    6435   Pave  <NA>      Reg
## 347   347         20       RL          NA   12772   Pave  <NA>      IR1
## 348   348         20       RL          NA   17600   Pave  <NA>      IR1
## 349   349        160       RL          36    2448   Pave  <NA>      Reg
## 350   350         60       RL          56   20431   Pave  <NA>      IR2
## 351   351        120       RL          68    7820   Pave  <NA>      IR1
## 352   352        120       RL          NA    5271   Pave  <NA>      IR1
## 353   353         50       RL          60    9084   Pave  <NA>      Reg
## 354   354         30       RM          60    8520   Pave  <NA>      Reg
## 355   355         50       RL          60    8400   Pave  <NA>      Reg
## 356   356         20       RL         105   11249   Pave  <NA>      IR2
## 357   357         20       RL          NA    9248   Pave  <NA>      IR1
## 358   358        120       RM          44    4224   Pave  <NA>      Reg
## 359   359         80       RL          92    6930   Pave  <NA>      IR1
## 360   360         60       RL          78   12011   Pave  <NA>      IR1
## 361   361         85       RL          NA    7540   Pave  <NA>      IR1
## 362   362         50       RL          NA    9144   Pave  Pave      Reg
## 363   363         85       RL          64    7301   Pave  <NA>      Reg
## 364   364        160       RM          21    1680   Pave  <NA>      Reg
## 365   365         60       RL          NA   18800   Pave  <NA>      IR1
## 366   366         70       RM          59   10690   Pave  <NA>      Reg
## 367   367         20       RL          NA    9500   Pave  <NA>      IR1
## 368   368         80       RL         101    9150   Pave  <NA>      IR1
## 369   369         20       RL          78    7800   Pave  <NA>      Reg
## 370   370         20       RL          NA    9830   Pave  <NA>      IR1
## 371   371         60       RL          NA    8121   Pave  <NA>      IR1
## 372   372         50       RL          80   17120   Pave  <NA>      Reg
## 373   373        120       RL          50    7175   Pave  <NA>      Reg
## 374   374         20       RL          79   10634   Pave  <NA>      Reg
## 375   375         60       RL          65    8200   Pave  <NA>      Reg
## 376   376         30       RL          NA   10020   Pave  <NA>      IR1
## 377   377         85       RL          57    8846   Pave  <NA>      IR1
## 378   378         60       FV         102   11143   Pave  <NA>      IR1
## 379   379         20       RL          88   11394   Pave  <NA>      Reg
## 380   380         60       RL          60    8123   Pave  <NA>      IR1
## 381   381         50       RL          50    5000   Pave  Pave      Reg
## 382   382         20       FV          60    7200   Pave  Pave      Reg
## 383   383         60       RL          79    9245   Pave  <NA>      IR1
## 384   384         45       RH          60    9000   Pave  <NA>      Reg
## 385   385         60       RL          NA   53107   Pave  <NA>      IR2
## 386   386        120       RL          43    3182   Pave  <NA>      Reg
## 387   387         50       RL          58    8410   Pave  <NA>      Reg
## 388   388         80       RL          72    7200   Pave  <NA>      Reg
## 389   389         20       RL          93    9382   Pave  <NA>      IR1
## 390   390         60       RL          96   12474   Pave  <NA>      Reg
## 391   391         50       RL          50    8405   Pave  Grvl      Reg
## 392   392         60       RL          71   12209   Pave  <NA>      IR1
## 393   393         20       RL          NA    8339   Pave  <NA>      IR1
## 394   394         30       RL          NA    7446   Pave  <NA>      Reg
## 395   395         50       RL          60   10134   Pave  <NA>      Reg
## 396   396         20       RL          68    9571   Pave  <NA>      Reg
## 397   397         20       RL          60    7200   Pave  <NA>      Reg
## 398   398         60       RL          69    7590   Pave  <NA>      Reg
## 399   399         30       RM          60    8967   Pave  <NA>      Reg
## 400   400         60       FV          65    8125   Pave  <NA>      Reg
## 401   401        120       RL          38   14963   Pave  <NA>      IR2
## 402   402         20       RL          65    8767   Pave  <NA>      IR1
## 403   403         30       RL          60   10200   Pave  <NA>      Reg
## 404   404         60       RL          93   12090   Pave  <NA>      Reg
## 405   405         60       RL          NA   10364   Pave  <NA>      IR1
## 406   406         20       RL          NA    9991   Pave  <NA>      IR1
## 407   407         50       RL          51   10480   Pave  <NA>      Reg
## 408   408         70       RL          63   15576   Pave  <NA>      Reg
## 409   409         60       RL         109   14154   Pave  <NA>      Reg
## 410   410         60       FV          85   10800   Pave  <NA>      Reg
## 411   411         20       RL          68    9571   Pave  <NA>      Reg
## 412   412        190       RL         100   34650   Pave  <NA>      Reg
## 413   413         20       FV          NA    4403   Pave  <NA>      IR2
## 414   414         30       RM          56    8960   Pave  Grvl      Reg
## 415   415         60       RL          59   11228   Pave  <NA>      IR2
## 416   416         20       RL          73    8899   Pave  <NA>      IR1
## 417   417         60       RL          74    7844   Pave  <NA>      Reg
## 418   418         70       RL          86   22420   Pave  <NA>      IR1
## 419   419         50       RL          60    8160   Pave  <NA>      Reg
## 420   420         20       RL          65    8450   Pave  <NA>      Reg
## 421   421         90       RM          78    7060   Pave  <NA>      Reg
## 422   422         20       RL          NA   16635   Pave  <NA>      IR1
## 423   423         20       RL         100   21750   Pave  <NA>      Reg
## 424   424         60       RL          80    9200   Pave  <NA>      Reg
## 425   425         20       RL          72    9000   Pave  <NA>      Reg
## 426   426         60       RM          60    3378   Pave  Grvl      Reg
## 427   427         80       RL          NA   12800   Pave  <NA>      Reg
## 428   428         20       RL          77    8593   Pave  <NA>      IR1
## 429   429         20       RL          64    6762   Pave  <NA>      Reg
## 430   430         20       RL         130   11457   Pave  <NA>      IR1
## 431   431        160       RM          21    1680   Pave  <NA>      Reg
## 432   432         50       RM          60    5586   Pave  <NA>      IR1
## 433   433        160       RM          24    1920   Pave  <NA>      Reg
## 434   434         60       RL         100   10839   Pave  <NA>      IR1
## 435   435        180       RM          21    1890   Pave  <NA>      Reg
## 436   436         60       RL          43   10667   Pave  <NA>      IR2
## 437   437         50       RM          40    4400   Pave  <NA>      Reg
## 438   438         45       RM          50    6000   Pave  <NA>      Reg
## 439   439         30       RL          40    4280   Pave  <NA>      Reg
## 440   440         50       RL          67   12354   Pave  Grvl      Reg
## 441   441         20       RL         105   15431   Pave  <NA>      Reg
## 442   442         90       RL          92   12108   Pave  <NA>      Reg
## 443   443         50       RM          52    6240   Pave  <NA>      Reg
## 444   444        120       RL          53    3922   Pave  <NA>      Reg
## 445   445         60       RL          70    8750   Pave  <NA>      Reg
## 446   446         20       RL          73    9855   Pave  <NA>      Reg
## 447   447         20       RL         137   16492   Pave  <NA>      IR1
## 448   448         60       RL          NA   11214   Pave  <NA>      IR1
## 449   449         50       RM          50    8600   Pave  <NA>      Reg
## 450   450         50       RM          50    6000   Pave  <NA>      Reg
## 451   451         30       RM          70    5684   Pave  <NA>      Reg
## 452   452         20       RL          62   70761   Pave  <NA>      IR1
## 453   453         60       RL          NA    9303   Pave  <NA>      IR1
## 454   454         60       FV          75    9000   Pave  <NA>      Reg
## 455   455         90       RL          63    9297   Pave  <NA>      Reg
## 456   456         20       RL          80    9600   Pave  <NA>      Reg
## 457   457         70       RM          34    4571   Pave  Grvl      Reg
## 458   458         20       RL          NA   53227   Pave  <NA>      IR1
## 459   459         70       RM          NA    5100   Pave  Grvl      Reg
## 460   460         50       RL          NA    7015   Pave  <NA>      IR1
## 461   461         60       FV          75    8004   Pave  <NA>      IR1
## 462   462         70       RL          60    7200   Pave  <NA>      Reg
## 463   463         20       RL          60    8281   Pave  <NA>      IR1
## 464   464         70       RL          74   11988   Pave  <NA>      IR1
## 465   465         20       RL          60    8430   Pave  <NA>      Reg
## 466   466        120       RM          NA    3072   Pave  <NA>      Reg
## 467   467         20       RL          85   10628   Pave  <NA>      Reg
## 468   468         70       RL          79    9480   Pave  <NA>      Reg
## 469   469         20       RL          98   11428   Pave  <NA>      IR1
## 470   470         60       RL          76    9291   Pave  <NA>      IR1
## 471   471        120       RL          NA    6820   Pave  <NA>      IR1
## 472   472         60       RL          92   11952   Pave  <NA>      Reg
## 473   473        180       RM          35    3675   Pave  <NA>      Reg
## 474   474         20       RL         110   14977   Pave  <NA>      IR1
## 475   475        120       RL          41    5330   Pave  <NA>      Reg
## 476   476         20       RL          80    8480   Pave  <NA>      Reg
## 477   477         20       RL          75   13125   Pave  <NA>      Reg
## 478   478         60       RL         105   13693   Pave  <NA>      Reg
## 479   479         20       RL          79   10637   Pave  <NA>      Reg
## 480   480         30       RM          50    5925   Pave  <NA>      Reg
## 481   481         20       RL          98   16033   Pave  <NA>      IR1
## 482   482         20       RL          72   11846   Pave  <NA>      IR1
## 483   483         70       RM          50    2500   Pave  Pave      Reg
## 484   484        120       RM          32    4500   Pave  <NA>      Reg
## 485   485         20       RL          NA    7758   Pave  <NA>      IR1
## 486   486         20       RL          80    9600   Pave  <NA>      Reg
## 487   487         20       RL          79   10289   Pave  <NA>      Reg
## 488   488         20       RL          70   12243   Pave  <NA>      IR1
## 489   489        190       RL          60   10800   Pave  <NA>      Reg
## 490   490        180       RM          21    1526   Pave  <NA>      Reg
## 491   491        160       RM          NA    2665   Pave  <NA>      Reg
## 492   492         50       RL          79    9490   Pave  <NA>      Reg
## 493   493         60       RL         105   15578   Pave  <NA>      IR1
## 494   494         20       RL          70    7931   Pave  <NA>      Reg
## 495   495         30       RM          50    5784   Pave  <NA>      Reg
## 496   496         30  C (all)          60    7879   Pave  <NA>      Reg
## 497   497         20       RL          NA   12692   Pave  <NA>      IR1
## 498   498         50       RL          60    9120   Pave  Pave      Reg
## 499   499         20       RL          65    7800   Pave  <NA>      Reg
## 500   500         20       RL          70    7535   Pave  <NA>      IR1
## 501   501        160       RM          21    1890   Pave  <NA>      Reg
## 502   502         60       FV          75    9803   Pave  <NA>      Reg
## 503   503         20       RL          70    9170   Pave  <NA>      Reg
## 504   504         20       RL         100   15602   Pave  <NA>      IR1
## 505   505        160       RL          24    2308   Pave  <NA>      Reg
## 506   506         90       RM          60    7596   Pave  Grvl      Reg
## 507   507         60       RL          80    9554   Pave  <NA>      IR1
## 508   508         20       FV          75    7862   Pave  <NA>      IR1
## 509   509         70       RM          60    9600   Pave  <NA>      Reg
## 510   510         20       RL          80    9600   Pave  <NA>      Reg
## 511   511         20       RL          75   14559   Pave  <NA>      Reg
## 512   512        120       RL          40    6792   Pave  <NA>      IR1
## 513   513         20       RL          70    9100   Pave  <NA>      Reg
## 514   514         20       RL          71    9187   Pave  <NA>      Reg
## 515   515         45       RL          55   10594   Pave  <NA>      Reg
## 516   516         20       RL          94   12220   Pave  <NA>      Reg
## 517   517         80       RL          NA   10448   Pave  <NA>      IR1
## 518   518         60       RL          79   10208   Pave  <NA>      IR1
## 519   519         60       RL          NA    9531   Pave  <NA>      IR1
## 520   520         70       RL          53   10918   Pave  <NA>      Reg
## 521   521        190       RL          60   10800   Pave  Grvl      Reg
## 522   522         20       RL          90   11988   Pave  <NA>      IR1
## 523   523         50       RM          50    5000   Pave  <NA>      Reg
## 524   524         60       RL         130   40094   Pave  <NA>      IR1
## 525   525         60       RL          95   11787   Pave  <NA>      IR1
## 526   526         20       FV          62    7500   Pave  Pave      Reg
## 527   527         20       RL          70   13300   Pave  <NA>      Reg
## 528   528         60       RL          67   14948   Pave  <NA>      IR1
## 529   529         30       RL          58    9098   Pave  <NA>      IR1
## 530   530         20       RL          NA   32668   Pave  <NA>      IR1
## 531   531         80       RL          85   10200   Pave  <NA>      Reg
## 532   532         70       RM          60    6155   Pave  <NA>      IR1
## 533   533         20       RL          60    7200   Pave  <NA>      Reg
## 534   534         20       RL          50    5000   Pave  <NA>      Reg
## 535   535         60       RL          74    9056   Pave  <NA>      IR1
## 536   536        190       RL          70    7000   Pave  <NA>      Reg
## 537   537         60       RL          57    8924   Pave  <NA>      IR1
## 538   538         20       RL          NA   12735   Pave  <NA>      IR1
## 539   539         20       RL          NA   11553   Pave  <NA>      IR1
## 540   540         20       RL          NA   11423   Pave  <NA>      Reg
## 541   541         20       RL          85   14601   Pave  <NA>      Reg
## 542   542         60       RL          NA   11000   Pave  <NA>      Reg
## 543   543         20       RL          78   10140   Pave  <NA>      Reg
## 544   544        120       RH          34    4058   Pave  <NA>      Reg
## 545   545         60       RL          58   17104   Pave  <NA>      IR1
## 546   546         50       RL          NA   13837   Pave  <NA>      IR1
## 547   547         50       RL          70    8737   Pave  <NA>      IR1
## 548   548         85       RL          54    7244   Pave  <NA>      Reg
## 549   549         20       RM          49    8235   Pave  <NA>      IR1
## 550   550         60       FV          75    9375   Pave  <NA>      Reg
## 551   551        120       RL          53    4043   Pave  <NA>      Reg
## 552   552         20       RM          50    6000   Pave  <NA>      Reg
## 553   553         20       RL          87   11146   Pave  <NA>      IR1
## 554   554         20       RL          67    8777   Pave  <NA>      Reg
## 555   555         60       RL          85   10625   Pave  <NA>      Reg
## 556   556         45       RM          58    6380   Pave  <NA>      Reg
## 557   557         20       RL          69   14850   Pave  <NA>      IR1
## 558   558         50  C (all)          60   11040   Pave  <NA>      Reg
## 559   559         60       RL          57   21872   Pave  <NA>      IR2
## 560   560        120       RL          NA    3196   Pave  <NA>      Reg
## 561   561         20       RL          NA   11341   Pave  <NA>      IR1
## 562   562         20       RL          77   10010   Pave  <NA>      Reg
## 563   563         30       RL          63   13907   Pave  <NA>      Reg
## 564   564         50       RL          66   21780   Pave  <NA>      Reg
## 565   565         60       RL          NA   13346   Pave  <NA>      IR1
## 566   566         70       RL          66    6858   Pave  <NA>      Reg
## 567   567         60       RL          77   11198   Pave  <NA>      IR1
## 568   568         20       RL          70   10171   Pave  <NA>      IR1
## 569   569         50       RL          79   12327   Pave  <NA>      IR1
## 570   570         90       RL          NA    7032   Pave  <NA>      IR1
## 571   571         90       RL          74   13101   Pave  <NA>      IR1
## 572   572         20       RL          60    7332   Pave  <NA>      Reg
## 573   573         60       RL          83   13159   Pave  <NA>      IR1
## 574   574         80       RL          76    9967   Pave  <NA>      IR1
## 575   575         80       RL          70   10500   Pave  <NA>      Reg
## 576   576         50       RL          80    8480   Pave  <NA>      Reg
## 577   577         50       RL          52    6292   Pave  <NA>      Reg
## 578   578         80       RL          96   11777   Pave  <NA>      IR1
## 579   579        160       FV          34    3604   Pave  Pave      Reg
## 580   580         50       RM          81   12150   Pave  Grvl      Reg
## 581   581         20       RL          NA   14585   Pave  <NA>      IR1
## 582   582         20       RL          98   12704   Pave  <NA>      Reg
## 583   583         90       RL          81   11841   Grvl  <NA>      Reg
## 584   584         75       RM          75   13500   Pave  <NA>      Reg
## 585   585         50       RM          51    6120   Pave  <NA>      Reg
## 586   586         20       RL          88   11443   Pave  <NA>      Reg
## 587   587         30       RL          55   10267   Pave  <NA>      Reg
## 588   588         85       RL          74    8740   Pave  <NA>      IR1
## 589   589         20       RL          65   25095   Pave  <NA>      IR1
## 590   590         40       RM          50    9100   Pave  <NA>      Reg
## 591   591         60       RL          64    8320   Pave  <NA>      Reg
## 592   592         60       RL          97   13478   Pave  <NA>      IR1
## 593   593         20       RL          60    6600   Pave  <NA>      Reg
## 594   594        120       RM          NA    4435   Pave  <NA>      Reg
## 595   595         20       RL          88    7990   Pave  <NA>      IR1
## 596   596         20       RL          69   11302   Pave  <NA>      IR1
## 597   597         70       RM          60    3600   Pave  Grvl      Reg
## 598   598        120       RL          53    3922   Pave  <NA>      Reg
## 599   599         20       RL          80   12984   Pave  <NA>      Reg
## 600   600        160       RM          24    1950   Pave  <NA>      Reg
## 601   601         60       RL          74   10927   Pave  <NA>      Reg
## 602   602         50       RM          50    9000   Pave  <NA>      Reg
## 603   603         60       RL          80   10041   Pave  <NA>      IR1
## 604   604        160       FV          30    3182   Pave  Pave      Reg
## 605   605         20       RL          88   12803   Pave  <NA>      IR1
## 606   606         60       RL          85   13600   Pave  <NA>      Reg
## 607   607         20       RL          82   12464   Pave  <NA>      IR2
## 608   608         20       RL          78    7800   Pave  <NA>      Reg
## 609   609         70       RL          78   12168   Pave  <NA>      Reg
## 610   610         20       RL          61    7943   Pave  <NA>      Reg
## 611   611         60       RL          NA   11050   Pave  <NA>      Reg
## 612   612         80       RL          NA   10395   Pave  <NA>      IR1
## 613   613         60       RL          NA   11885   Pave  <NA>      Reg
## 614   614         20       RL          70    8402   Pave  <NA>      Reg
## 615   615        180       RM          21    1491   Pave  <NA>      Reg
## 616   616         85       RL          80    8800   Pave  <NA>      Reg
## 617   617         60       RL          NA    7861   Pave  <NA>      IR1
## 618   618         45       RL          59    7227   Pave  <NA>      Reg
## 619   619         20       RL          90   11694   Pave  <NA>      Reg
## 620   620         60       RL          85   12244   Pave  <NA>      Reg
## 621   621         30       RL          45    8248   Pave  Grvl      Reg
## 622   622         60       RL          90   10800   Pave  <NA>      Reg
## 623   623         20       RL          71    7064   Pave  <NA>      Reg
## 624   624        160       FV          NA    2117   Pave  <NA>      Reg
## 625   625         60       RL          80   10400   Pave  <NA>      Reg
## 626   626         20       RL          87   10000   Pave  <NA>      IR1
## 627   627         20       RL          NA   12342   Pave  <NA>      IR1
## 628   628         80       RL          80    9600   Pave  <NA>      Reg
## 629   629         60       RL          70   11606   Pave  <NA>      IR1
## 630   630         80       RL          82    9020   Pave  <NA>      Reg
## 631   631         70       RM          50    9000   Pave  Grvl      Reg
## 632   632        120       RL          34    4590   Pave  <NA>      Reg
## 633   633         20       RL          85   11900   Pave  <NA>      Reg
## 634   634         20       RL          80    9250   Pave  <NA>      Reg
## 635   635         90       RL          64    6979   Pave  <NA>      Reg
## 636   636        190       RH          60   10896   Pave  Pave      Reg
## 637   637         30       RM          51    6120   Pave  <NA>      Reg
## 638   638        190       RM          50    6000   Pave  <NA>      Reg
## 639   639         30       RL          67    8777   Pave  <NA>      Reg
## 640   640        120       RL          53    3982   Pave  <NA>      Reg
## 641   641        120       RL          62   12677   Pave  <NA>      IR1
## 642   642         60       FV          NA    7050   Pave  <NA>      Reg
## 643   643         80       RL          75   13860   Pave  <NA>      Reg
## 644   644         60       RL          80   10793   Pave  <NA>      Reg
## 645   645         20       FV          85    9187   Pave  <NA>      Reg
## 646   646         20       RL          NA   10530   Pave  <NA>      IR1
## 647   647         20       RL          60    7200   Pave  <NA>      Reg
## 648   648         20       RL          85   10452   Pave  <NA>      IR1
## 649   649         60       RL          70    7700   Pave  <NA>      Reg
## 650   650        180       RM          21    1936   Pave  <NA>      Reg
## 651   651         60       FV          65    8125   Pave  <NA>      Reg
## 652   652         70       RL          60    9084   Pave  <NA>      Reg
## 653   653         60       RL          70    8750   Pave  <NA>      Reg
## 654   654         50       RM          60   10320   Pave  Grvl      Reg
## 655   655         20       RL          91   10437   Pave  <NA>      IR1
## 656   656        160       RM          21    1680   Pave  <NA>      Reg
## 657   657         20       RL          72   10007   Pave  <NA>      IR1
## 658   658         70       RL          60    7200   Pave  <NA>      Reg
## 659   659         50       RL          78   17503   Pave  <NA>      Reg
## 660   660         20       RL          75    9937   Pave  <NA>      Reg
## 661   661         60       RL          NA   12384   Pave  <NA>      Reg
## 662   662         60       RL          52   46589   Pave  <NA>      IR2
## 663   663         20       RL         120   13560   Pave  <NA>      Reg
## 664   664         85       RL          90   10012   Pave  <NA>      Reg
## 665   665         20       RL          49   20896   Pave  <NA>      IR2
## 666   666         60       RL         106   11194   Pave  <NA>      IR1
## 667   667         60       RL          NA   18450   Pave  <NA>      IR1
## 668   668         20       RL          65    8125   Pave  <NA>      Reg
## 669   669         20       RL          NA   14175   Pave  <NA>      Reg
## 670   670         30       RL          80   11600   Pave  <NA>      Reg
## 671   671         60       RL          64    8633   Pave  <NA>      Reg
## 672   672         70       RH          54    6629   Pave  <NA>      Reg
## 673   673         20       RL          NA   11250   Pave  <NA>      IR1
## 674   674         20       RL         110   14442   Pave  <NA>      Reg
## 675   675         20       RL          80    9200   Pave  <NA>      Reg
## 676   676        160       RL          24    2289   Pave  <NA>      Reg
## 677   677         70       RM          60    9600   Pave  Grvl      Reg
## 678   678         30       RL          52    9022   Pave  <NA>      Reg
## 679   679         20       RL          80   11844   Pave  <NA>      IR1
## 680   680         20       RL          NA    9945   Pave  <NA>      IR1
## 681   681        120       RL          50    8012   Pave  <NA>      Reg
## 682   682         50       RH          55    4500   Pave  Pave      IR2
## 683   683        120       RL          NA    2887   Pave  <NA>      Reg
## 684   684         20       RL          90   11248   Pave  <NA>      IR1
## 685   685         60       RL          58   16770   Pave  <NA>      IR2
## 686   686        160       RL          NA    5062   Pave  <NA>      IR1
## 687   687         60       FV          84   10207   Pave  <NA>      Reg
## 688   688        160       FV          NA    5105   Pave  <NA>      IR2
## 689   689         20       RL          60    8089   Pave  <NA>      Reg
## 690   690        120       RL          61    7577   Pave  <NA>      IR1
## 691   691        120       RM          NA    4426   Pave  <NA>      Reg
## 692   692         60       RL         104   21535   Pave  <NA>      IR1
## 693   693         60       RL          42   26178   Pave  <NA>      IR1
## 694   694         30       RL          60    5400   Pave  <NA>      Reg
## 695   695         50       RM          51    6120   Pave  <NA>      Reg
## 696   696         20       RL          54   13811   Pave  <NA>      IR1
## 697   697         30       RM          50    6000   Pave  <NA>      Reg
## 698   698         20       RL          57    6420   Pave  <NA>      IR1
## 699   699         20       RL          65    8450   Pave  <NA>      Reg
## 700   700        120       FV          59    4282   Pave  Pave      IR2
## 701   701         20       RL          85   14331   Pave  <NA>      Reg
## 702   702         20       RL          80    9600   Pave  <NA>      Reg
## 703   703         60       RL          82   12438   Pave  <NA>      IR1
## 704   704        190       RM          76    7630   Pave  <NA>      Reg
## 705   705         20       RL          70    8400   Pave  <NA>      Reg
## 706   706        190       RM          70    5600   Pave  <NA>      Reg
## 707   707         20       RL          NA  115149   Pave  <NA>      IR2
## 708   708        120       RL          48    6240   Pave  <NA>      Reg
## 709   709         60       RL          65    9018   Pave  <NA>      IR1
## 710   710         20       RL          NA    7162   Pave  <NA>      IR1
## 711   711         30       RL          56    4130   Pave  <NA>      IR1
## 712   712         50  C (all)          66    8712   Pave  Pave      Reg
## 713   713        120       RL          40    4671   Pave  <NA>      IR1
## 714   714        190       RL          60    9873   Pave  <NA>      Reg
## 715   715         60       RL          NA   13517   Pave  <NA>      IR1
## 716   716         20       RL          78   10140   Pave  <NA>      Reg
## 717   717         70       RM          60   10800   Pave  Grvl      Reg
## 718   718         20       RL          80   10000   Pave  <NA>      Reg
## 719   719         60       RL          96   10542   Pave  <NA>      Reg
## 720   720         20       RL          69    9920   Pave  <NA>      IR1
## 721   721        120       RL          NA    6563   Pave  <NA>      IR1
## 722   722        120       RM          NA    4426   Pave  <NA>      Reg
## 723   723         20       RL          70    8120   Pave  <NA>      Reg
## 724   724         50       RL          60    8172   Pave  <NA>      Reg
## 725   725         20       RL          86   13286   Pave  <NA>      IR1
## 726   726         20       RL          60    6960   Pave  <NA>      Reg
## 727   727         20       RL          NA   21695   Pave  <NA>      IR1
## 728   728         20       RL          64    7314   Pave  <NA>      Reg
## 729   729         90       RL          85   11475   Pave  <NA>      Reg
## 730   730         30       RM          52    6240   Pave  Grvl      Reg
## 731   731        120       RL          39    5389   Pave  <NA>      IR1
## 732   732         80       RL          73    9590   Pave  <NA>      IR1
## 733   733         60       RL          75   11404   Pave  <NA>      IR1
## 734   734         20       RL          80   10000   Pave  <NA>      Reg
## 735   735         20       RL          NA    8978   Pave  <NA>      IR1
## 736   736         75       RM          60   10800   Pave  <NA>      Reg
## 737   737         90       RL          60    8544   Pave  <NA>      Reg
## 738   738         60       RL          72   10463   Pave  <NA>      IR1
## 739   739         90       RL          60   10800   Pave  <NA>      Reg
## 740   740         60       RL          65    9313   Pave  <NA>      IR1
## 741   741         70       RM          60    9600   Pave  Grvl      Reg
## 742   742         20       RL          65    6768   Pave  <NA>      IR1
## 743   743         20       RL          65    8450   Pave  <NA>      Reg
## 744   744         80       RL          70   12886   Pave  <NA>      IR1
## 745   745        120       RL          41    5395   Pave  <NA>      IR1
## 746   746         60       RL          NA    8963   Pave  <NA>      IR1
## 747   747         60       RL          NA    8795   Pave  <NA>      IR1
## 748   748         70       RM          65   11700   Pave  Pave      IR1
## 749   749         20       RL          59   10593   Pave  <NA>      IR1
## 750   750         50       RL          50    8405   Pave  <NA>      Reg
## 751   751         50       RM          55    8800   Pave  Grvl      Reg
## 752   752         60       RL          NA    7750   Pave  <NA>      Reg
## 753   753         20       RL          79    9236   Pave  <NA>      IR1
## 754   754         60       RL          80   10240   Pave  <NA>      Reg
## 755   755         20       RL          61    7930   Pave  <NA>      Reg
## 756   756        160       FV          34    3230   Pave  Pave      Reg
## 757   757         60       RL          68   10769   Pave  <NA>      IR1
## 758   758         60       RL          NA   11616   Pave  <NA>      IR1
## 759   759        160       FV          24    2280   Pave  Pave      Reg
## 760   760         60       RL          65   12257   Pave  <NA>      IR1
## 761   761         20       RL          70    9100   Pave  <NA>      Reg
## 762   762         30       RM          60    6911   Pave  <NA>      Reg
## 763   763         60       FV          72    8640   Pave  <NA>      Reg
## 764   764         60       RL          82    9430   Pave  <NA>      Reg
## 765   765        120       RL          30    9549   Pave  <NA>      IR1
## 766   766         20       RL          75   14587   Pave  <NA>      IR1
## 767   767         60       RL          80   10421   Pave  <NA>      Reg
## 768   768         50       RL          75   12508   Pave  <NA>      IR1
## 769   769         20       RL          70    9100   Pave  <NA>      Reg
## 770   770         60       RL          47   53504   Pave  <NA>      IR2
## 771   771         85       RL          NA    7252   Pave  <NA>      IR1
## 772   772         20       RL          67    8877   Pave  <NA>      Reg
## 773   773         80       RL          94    7819   Pave  <NA>      Reg
## 774   774         20       RL          70   10150   Pave  <NA>      Reg
## 775   775         20       RL         110   14226   Pave  <NA>      Reg
## 776   776        120       RM          32    4500   Pave  <NA>      Reg
## 777   777         20       RL          86   11210   Pave  <NA>      IR1
## 778   778         20       RL         100   13350   Pave  <NA>      IR1
## 779   779         90       RH          60    8400   Pave  <NA>      Reg
## 780   780         90       RL          78   10530   Pave  <NA>      Reg
## 781   781         20       RL          63    7875   Pave  <NA>      Reg
## 782   782         60       RL          65    7153   Pave  <NA>      Reg
## 783   783         20       RL          67   16285   Pave  <NA>      IR2
## 784   784         85       RL          NA    9101   Pave  <NA>      IR1
## 785   785         75       RM          35    6300   Pave  Grvl      Reg
## 786   786         20       RL          NA    9790   Pave  <NA>      Reg
## 787   787         50       RM          60   10800   Pave  <NA>      Reg
## 788   788         60       RL          76   10142   Pave  <NA>      IR1
## 789   789         20       RM          50    6000   Pave  <NA>      Reg
## 790   790         60       RL          NA   12205   Pave  <NA>      IR1
## 791   791        120       RL          43    3182   Pave  <NA>      Reg
## 792   792         80       RL          NA   11333   Pave  <NA>      IR1
## 793   793         60       RL          92    9920   Pave  <NA>      IR1
## 794   794         20       RL          76    9158   Pave  <NA>      Reg
## 795   795         60       RL          NA   10832   Pave  <NA>      IR1
## 796   796         60       RL          70    8400   Pave  <NA>      Reg
## 797   797         20       RL          71    8197   Pave  <NA>      Reg
## 798   798         20       RL          57    7677   Pave  <NA>      Reg
## 799   799         60       RL         104   13518   Pave  <NA>      Reg
## 800   800         50       RL          60    7200   Pave  <NA>      Reg
## 801   801         60       RL          79   12798   Pave  <NA>      IR1
## 802   802         30       RM          40    4800   Pave  <NA>      Reg
## 803   803         60       RL          63    8199   Pave  <NA>      Reg
## 804   804         60       RL         107   13891   Pave  <NA>      Reg
## 805   805         20       RL          75    9000   Pave  <NA>      Reg
## 806   806         20       RL          91   12274   Pave  <NA>      IR1
## 807   807         80       RL          75    9750   Pave  <NA>      Reg
## 808   808         70       RL         144   21384   Pave  <NA>      Reg
## 809   809         80       RL          85   13400   Pave  <NA>      Reg
## 810   810         75       RM          90    8100   Pave  <NA>      Reg
## 811   811         20       RL          78   10140   Pave  <NA>      Reg
## 812   812        120       RM          NA    4438   Pave  <NA>      Reg
## 813   813         20  C (all)          66    8712   Grvl  <NA>      Reg
## 814   814         20       RL          75    9750   Pave  <NA>      Reg
## 815   815         50       RL          45    8248   Pave  Grvl      Reg
## 816   816         20       RL          48   12137   Pave  <NA>      IR2
## 817   817         20       RL          NA   11425   Pave  <NA>      IR1
## 818   818         20       RL          NA   13265   Pave  <NA>      IR1
## 819   819         80       RL          80    8816   Pave  <NA>      Reg
## 820   820        120       RL          44    6371   Pave  <NA>      IR1
## 821   821         60       RL          72    7226   Pave  <NA>      IR1
## 822   822         20       RM          60    6000   Pave  Pave      Reg
## 823   823         60       RL          NA   12394   Pave  <NA>      IR1
## 824   824         50       RL          60    9900   Pave  <NA>      Reg
## 825   825         20       FV          81   11216   Pave  <NA>      Reg
## 826   826         20       RL         114   14803   Pave  <NA>      Reg
## 827   827         45       RM          50    6130   Pave  <NA>      Reg
## 828   828         20       RL          65    8529   Pave  <NA>      IR1
## 829   829         60       RL          NA   28698   Pave  <NA>      IR2
## 830   830        160       FV          24    2544   Pave  Pave      Reg
## 831   831         20       RL          80   11900   Pave  <NA>      IR1
## 832   832        160       FV          30    3180   Pave  Pave      Reg
## 833   833         60       RL          44    9548   Pave  <NA>      IR1
## 834   834         20       RL         100   10004   Pave  <NA>      Reg
## 835   835         20       RL          75    7875   Pave  <NA>      Reg
## 836   836         20       RL          60    9600   Pave  <NA>      Reg
## 837   837         30       RM          90    8100   Pave  Pave      Reg
## 838   838        160       RM          21    1680   Pave  <NA>      Reg
## 839   839         20       RL          75    9525   Pave  <NA>      Reg
## 840   840         50       RL          70   11767   Pave  <NA>      Reg
## 841   841         70       RH          NA   12155   Pave  <NA>      IR1
## 842   842         70       RM          60   10440   Pave  Grvl      Reg
## 843   843         80       RL          82    9020   Pave  <NA>      Reg
## 844   844         90       RL          80    8000   Pave  <NA>      Reg
## 845   845         50       RM         100   12665   Pave  Grvl      IR1
## 846   846         85       RL          NA   16647   Pave  <NA>      IR1
## 847   847         60       RL          75    9317   Pave  <NA>      Reg
## 848   848         20       RL          36   15523   Pave  <NA>      IR1
## 849   849         50       RL          75   45600   Pave  <NA>      IR2
## 850   850         80       RL          80    9600   Pave  <NA>      Reg
## 851   851        120       RM          36    4435   Pave  <NA>      Reg
## 852   852        120       RL          NA    3196   Pave  <NA>      Reg
## 853   853         75       RL          53    7128   Pave  <NA>      Reg
## 854   854         80       RL          NA   12095   Pave  <NA>      IR1
## 855   855         20       RL         102   17920   Pave  <NA>      Reg
## 856   856         20       RL          NA    6897   Pave  <NA>      IR1
## 857   857         80       RL          NA   10970   Pave  <NA>      IR1
## 858   858         60       RL          65    8125   Pave  <NA>      Reg
## 859   859         20       RL          80   10400   Pave  <NA>      Reg
## 860   860         60       RL          NA   11029   Pave  <NA>      IR1
## 861   861         50       RL          55    7642   Pave  <NA>      Reg
## 862   862        190       RL          75   11625   Pave  <NA>      Reg
## 863   863         20       RL          81    9672   Pave  <NA>      Reg
## 864   864         20       RL          70    7931   Pave  <NA>      Reg
## 865   865         20       FV          72    8640   Pave  <NA>      Reg
## 866   866         20       RL          NA    8750   Pave  <NA>      IR1
## 867   867         20       RL          67   10656   Pave  <NA>      IR1
## 868   868         20       RL          85    6970   Pave  <NA>      Reg
## 869   869         60       RL          NA   14762   Pave  <NA>      IR2
## 870   870         60       RL          80    9938   Pave  <NA>      Reg
## 871   871         20       RL          60    6600   Pave  <NA>      Reg
## 872   872         60       RL          70    8750   Pave  <NA>      Reg
## 873   873         20       RL          74    8892   Pave  <NA>      Reg
## 874   874         40       RL          60   12144   Pave  <NA>      Reg
## 875   875         50       RM          52    5720   Pave  <NA>      Reg
## 876   876         60       FV          75    9000   Pave  <NA>      Reg
## 877   877         20       RL          94   25286   Pave  <NA>      Reg
## 878   878         60       RL          74    8834   Pave  <NA>      Reg
## 879   879         85       RL          88   11782   Pave  <NA>      IR1
## 880   880         20       RL          NA    7000   Pave  <NA>      IR1
## 881   881         20       RL          60    7024   Pave  <NA>      Reg
## 882   882         50       RL          44   13758   Pave  <NA>      IR1
## 883   883         60       RL          NA    9636   Pave  <NA>      IR1
## 884   884         75       RL          60    6204   Pave  <NA>      Reg
## 885   885         20       RL          65    7150   Pave  <NA>      Reg
## 886   886        120       FV          50    5119   Pave  <NA>      IR1
## 887   887         90       RL          70    8393   Pave  <NA>      Reg
## 888   888         50       RL          59   16466   Pave  <NA>      IR1
## 889   889         20       RL          95   15865   Pave  <NA>      IR1
## 890   890         20       RL         128   12160   Pave  <NA>      Reg
## 891   891         50       RL          60    8064   Pave  <NA>      Reg
## 892   892         60       RL          70   11184   Pave  <NA>      Reg
## 893   893         20       RL          70    8414   Pave  <NA>      Reg
## 894   894         20       RL          NA   13284   Pave  <NA>      Reg
## 895   895         90       RL          64    7018   Pave  <NA>      Reg
## 896   896         60       RL          71    7056   Pave  <NA>      Reg
## 897   897         30       RM          50    8765   Pave  Grvl      Reg
## 898   898         90       RL          64    7018   Pave  <NA>      Reg
## 899   899         20       RL         100   12919   Pave  <NA>      IR1
## 900   900         20       RL          65    6993   Pave  <NA>      Reg
## 901   901         20       RL          NA    7340   Pave  <NA>      IR1
## 902   902         20       RL          64    8712   Pave  <NA>      IR1
## 903   903         60       RL          63    7875   Pave  <NA>      Reg
## 904   904         20       RL          50   14859   Pave  <NA>      IR1
## 905   905         20       RL          NA    6173   Pave  <NA>      IR1
## 906   906         20       RL          80    9920   Pave  <NA>      Reg
## 907   907         20       RL         116   13501   Pave  <NA>      IR1
## 908   908         50       RL          86   11500   Pave  <NA>      IR1
## 909   909         20       RL          NA    8885   Pave  <NA>      IR1
## 910   910         60       RL         149   12589   Pave  <NA>      IR2
## 911   911         90       RL          80   11600   Pave  <NA>      Reg
## 912   912         20       RL          NA    9286   Pave  <NA>      IR1
## 913   913         30       RM          51    6120   Pave  <NA>      Reg
## 914   914         90       RH          82    6270   Pave  <NA>      Reg
## 915   915        160       FV          30    3000   Pave  Pave      Reg
## 916   916        160       RM          21    2001   Pave  <NA>      Reg
## 917   917         20  C (all)          50    9000   Pave  <NA>      Reg
## 918   918         20       RL          NA   17140   Pave  <NA>      Reg
## 919   919         60       RL         103   13125   Pave  <NA>      IR1
## 920   920         20       RL          87   11029   Pave  <NA>      IR1
## 921   921         60       RL          70    8462   Pave  <NA>      IR1
## 922   922         90       RL          67    8777   Pave  <NA>      Reg
## 923   923         20       RL          65   10237   Pave  <NA>      Reg
## 924   924        120       RL          50    8012   Pave  <NA>      Reg
## 925   925         20       RL          79   10240   Pave  <NA>      Reg
## 926   926         20       RL          NA   15611   Pave  <NA>      IR1
## 927   927         60       RL          93   11999   Pave  <NA>      Reg
## 928   928         60       RL          NA    9900   Pave  <NA>      Reg
## 929   929         20       RL          NA   11838   Pave  <NA>      Reg
## 930   930         60       RL          NA   13006   Pave  <NA>      IR1
## 931   931         20       RL          73    8925   Pave  <NA>      IR1
## 932   932         20       RL          70    9100   Pave  <NA>      Reg
## 933   933         20       RL          84   11670   Pave  <NA>      IR1
## 934   934         20       RL          63    8487   Pave  <NA>      Reg
## 935   935         20       RL         313   27650   Pave  <NA>      IR2
## 936   936         30       RL          52    5825   Pave  <NA>      IR1
## 937   937         20       RL          67   10083   Pave  <NA>      Reg
## 938   938         60       RL          75    9675   Pave  <NA>      Reg
## 939   939         60       RL          73    8760   Pave  <NA>      Reg
## 940   940         70       RL          NA   24090   Pave  <NA>      Reg
## 941   941         90       RL          55   12640   Pave  <NA>      IR1
## 942   942         60       RL          NA    8755   Pave  <NA>      IR1
## 943   943         90       RL          42    7711   Pave  <NA>      IR1
## 944   944         90       RL         100   25000   Pave  <NA>      Reg
## 945   945         20       RL          NA   14375   Pave  <NA>      IR1
## 946   946         50       RM          98    8820   Pave  <NA>      Reg
## 947   947         80       RL          70    8163   Pave  <NA>      Reg
## 948   948         20       RL          85   14536   Pave  <NA>      Reg
## 949   949         60       RL          65   14006   Pave  <NA>      IR1
## 950   950         20       RL          78    9360   Pave  <NA>      Reg
## 951   951         20       RL          60    7200   Pave  <NA>      Reg
## 952   952         20       RH          60    7800   Pave  <NA>      Reg
## 953   953         85       RL          60    7200   Pave  <NA>      Reg
## 954   954         60       RL          NA   11075   Pave  <NA>      IR1
## 955   955         90       RL          35    9400   Pave  <NA>      IR1
## 956   956         90       RH          82    7136   Pave  <NA>      IR1
## 957   957        160       RM          24    1300   Pave  <NA>      Reg
## 958   958         20       RL          70    7420   Pave  <NA>      Reg
## 959   959         20       RL          65    8450   Pave  <NA>      Reg
## 960   960        160       FV          24    2572   Pave  <NA>      Reg
## 961   961         20       RL          50    7207   Pave  <NA>      IR1
## 962   962         60       RL          NA   12227   Pave  <NA>      IR1
## 963   963        160       RL          24    2308   Pave  <NA>      Reg
## 964   964         20       RL         122   11923   Pave  <NA>      IR1
## 965   965         60       RL          80   11316   Pave  <NA>      Reg
## 966   966         60       RL          65   10237   Pave  <NA>      Reg
## 967   967         50       RL         130    9600   Pave  <NA>      IR1
## 968   968         20       RL          NA    7390   Pave  <NA>      IR1
## 969   969         50       RM          50    5925   Pave  <NA>      Reg
## 970   970        190       RL          75   10382   Pave  <NA>      Reg
## 971   971         50       RL          60   10800   Pave  <NA>      Reg
## 972   972        160       RL          36    2268   Pave  <NA>      Reg
## 973   973        120       RL          55    7892   Pave  <NA>      Reg
## 974   974         20       FV          95   11639   Pave  <NA>      Reg
## 975   975         70       RL          60   11414   Pave  <NA>      IR1
## 976   976        160       FV          NA    2651   Pave  <NA>      Reg
## 977   977         30       RL          51    5900   Pave  <NA>      IR1
## 978   978        120       FV          35    4274   Pave  Pave      IR1
## 979   979         20       RL          68    9450   Pave  <NA>      Reg
## 980   980         20       RL          80    8816   Pave  <NA>      Reg
## 981   981         85       RL          NA   12122   Pave  <NA>      IR1
## 982   982         60       RL          98   12203   Pave  <NA>      IR1
## 983   983         20       RL          43    3182   Pave  <NA>      Reg
## 984   984         60       RL          NA   11250   Pave  <NA>      Reg
## 985   985         90       RL          75   10125   Pave  <NA>      Reg
## 986   986        190       RL          68   10880   Pave  <NA>      Reg
## 987   987         50       RM          59    5310   Pave  <NA>      Reg
## 988   988         20       RL          83   10159   Pave  <NA>      IR1
## 989   989         60       RL          NA   12046   Pave  <NA>      IR1
## 990   990         60       FV          65    8125   Pave  <NA>      Reg
## 991   991         60       RL          82    9452   Pave  <NA>      Reg
## 992   992         70       RM         121   17671   Pave  Grvl      Reg
## 993   993         60       RL          80    9760   Pave  <NA>      Reg
## 994   994         60       RL          68    8846   Pave  <NA>      Reg
## 995   995         20       RL          96   12456   Pave  <NA>      Reg
## 996   996         50       RL          51    4712   Pave  <NA>      IR1
## 997   997         20       RL          NA   10659   Pave  <NA>      IR1
## 998   998         20       RL          NA   11717   Pave  <NA>      IR1
## 999   999         30       RM          60    9786   Pave  <NA>      Reg
## 1000 1000         20       RL          64    6762   Pave  <NA>      Reg
## 1001 1001         20       RL          74   10206   Pave  <NA>      Reg
## 1002 1002         30       RL          60    5400   Pave  <NA>      Reg
## 1003 1003         20       RL          75   11957   Pave  <NA>      IR1
## 1004 1004         90       RL          NA   11500   Pave  <NA>      IR1
## 1005 1005        120       RL          43    3182   Pave  <NA>      Reg
## 1006 1006         80       RL          65    8385   Pave  <NA>      Reg
## 1007 1007         20       RL          NA   12155   Pave  <NA>      IR3
## 1008 1008        160       RM          21    2217   Pave  <NA>      Reg
## 1009 1009         20       RL          43   12118   Pave  <NA>      IR1
## 1010 1010         50       RL          60    6000   Pave  <NA>      Reg
## 1011 1011         50       RL         115   21286   Pave  <NA>      Reg
## 1012 1012         90       RL          75    9825   Pave  <NA>      Reg
## 1013 1013         70       RL          55   10592   Pave  <NA>      Reg
## 1014 1014         30       RM          60    7200   Pave  <NA>      Reg
## 1015 1015         20       RL          60   11664   Pave  <NA>      Reg
## 1016 1016         60       RL          70    8400   Pave  <NA>      Reg
## 1017 1017         20       RL          73   11883   Pave  <NA>      Reg
## 1018 1018        120       RL          NA    5814   Pave  <NA>      IR1
## 1019 1019         80       RL          NA   10784   Pave  <NA>      IR1
## 1020 1020        120       RL          43    3013   Pave  <NA>      Reg
## 1021 1021         20       RL          60    7024   Pave  <NA>      Reg
## 1022 1022         20       RL          64    7406   Pave  <NA>      Reg
## 1023 1023         50       RM          52    9439   Pave  <NA>      Reg
## 1024 1024        120       RL          43    3182   Pave  <NA>      Reg
## 1025 1025         20       RL          NA   15498   Pave  <NA>      IR1
## 1026 1026         20       RL          70    7700   Pave  <NA>      Reg
## 1027 1027         20       RL          73    9300   Pave  <NA>      Reg
## 1028 1028         20       RL          71    9520   Pave  <NA>      IR1
## 1029 1029         50       RL          79    9492   Pave  <NA>      Reg
## 1030 1030        160       RM          21    1680   Pave  <NA>      Reg
## 1031 1031        190       RH          NA    7082   Pave  <NA>      Reg
## 1032 1032         75       RL         102   15863   Pave  <NA>      Reg
## 1033 1033         60       RL          NA   14541   Pave  <NA>      IR1
## 1034 1034         20       RL          NA    8125   Pave  <NA>      Reg
## 1035 1035         30       RL          50    6305   Pave  <NA>      Reg
## 1036 1036         20       RL          NA   11500   Pave  <NA>      IR1
## 1037 1037         20       RL          89   12898   Pave  <NA>      IR1
## 1038 1038         60       RL          NA    9240   Pave  <NA>      Reg
## 1039 1039        160       RM          21    1533   Pave  <NA>      Reg
## 1040 1040        180       RM          21    1477   Pave  <NA>      Reg
## 1041 1041         20       RL          88   13125   Pave  <NA>      Reg
## 1042 1042         60       RL          NA    9130   Pave  <NA>      Reg
## 1043 1043        120       RL          34    5381   Pave  <NA>      IR1
## 1044 1044         60       RL          86   11839   Pave  <NA>      Reg
## 1045 1045         20       RL          80    9600   Pave  <NA>      Reg
## 1046 1046         20       RL          NA   13680   Pave  <NA>      IR1
## 1047 1047         60       RL          85   16056   Pave  <NA>      IR1
## 1048 1048         20       RL          57    9245   Pave  <NA>      IR2
## 1049 1049         20       RL         100   21750   Pave  <NA>      Reg
## 1050 1050         20       RL          60   11100   Pave  <NA>      Reg
## 1051 1051         20       RL          73    8993   Pave  <NA>      IR1
## 1052 1052         20       RL         103   11175   Pave  <NA>      IR1
## 1053 1053         60       RL         100    9500   Pave  <NA>      Reg
## 1054 1054         20       RL          68    8562   Pave  <NA>      Reg
## 1055 1055         60       RL          90   11367   Pave  <NA>      Reg
## 1056 1056         20       RL         104   11361   Pave  <NA>      Reg
## 1057 1057        120       RL          43    7052   Pave  <NA>      IR1
## 1058 1058         60       RL          NA   29959   Pave  <NA>      IR2
## 1059 1059         60       RL          96   11308   Pave  <NA>      IR1
## 1060 1060         50       RL          NA   11275   Pave  <NA>      IR1
## 1061 1061        120       RL          41    4920   Pave  <NA>      Reg
## 1062 1062         30  C (all)         120   18000   Grvl  <NA>      Reg
## 1063 1063        190       RM          85   13600   Pave  Grvl      Reg
## 1064 1064         30       RM          50    6000   Pave  <NA>      Reg
## 1065 1065         20       RL          NA   11000   Pave  <NA>      IR1
## 1066 1066         60       RL          80   14000   Pave  <NA>      Reg
## 1067 1067         60       RL          59    7837   Pave  <NA>      IR1
## 1068 1068         60       RL          80    9760   Pave  <NA>      Reg
## 1069 1069        160       RM          42    3964   Pave  <NA>      Reg
## 1070 1070         45       RL          60    9600   Pave  <NA>      Reg
## 1071 1071         20       RL          72   10152   Pave  <NA>      Reg
## 1072 1072         60       RL          78   11700   Pave  <NA>      Reg
## 1073 1073         50       RL          50    7585   Pave  <NA>      Reg
## 1074 1074         60       RL          75    7950   Pave  <NA>      IR1
## 1075 1075         20       RL          74    8556   Pave  <NA>      Reg
## 1076 1076         70       RL          75   13125   Pave  <NA>      Reg
## 1077 1077         50       RL          60   10800   Pave  Grvl      Reg
## 1078 1078         20       RL          NA   15870   Pave  <NA>      IR1
## 1079 1079        120       RM          37    4435   Pave  <NA>      Reg
## 1080 1080         20       RL          65    8775   Pave  <NA>      Reg
## 1081 1081         20       RL          80   11040   Pave  <NA>      Reg
## 1082 1082         20       RL          75    7500   Pave  <NA>      Reg
## 1083 1083         20       RL          70    8749   Pave  <NA>      Reg
## 1084 1084         20       RL          80    8800   Pave  <NA>      Reg
## 1085 1085         60       RL          NA   13031   Pave  <NA>      IR2
## 1086 1086         85       RL          73    9069   Pave  <NA>      Reg
## 1087 1087        160       RM          NA    1974   Pave  <NA>      Reg
## 1088 1088         60       FV          85   10574   Pave  <NA>      Reg
## 1089 1089        160       RM          24    2522   Pave  <NA>      Reg
## 1090 1090        120       FV          37    3316   Pave  Pave      IR1
## 1091 1091         90       RL          60    8544   Pave  <NA>      Reg
## 1092 1092        160       FV          24    2160   Pave  Pave      Reg
## 1093 1093         50       RL          60    8400   Pave  <NA>      Reg
## 1094 1094         20       RL          71    9230   Pave  <NA>      Reg
## 1095 1095         20       RL          74    5868   Pave  <NA>      Reg
## 1096 1096         20       RL          78    9317   Pave  <NA>      IR1
## 1097 1097         70       RM          60    6882   Pave  <NA>      Reg
## 1098 1098        120       RL          NA    3696   Pave  <NA>      Reg
## 1099 1099         50       RM          50    6000   Pave  <NA>      Reg
## 1100 1100         20       RL          82   11880   Pave  <NA>      IR1
## 1101 1101         30       RL          60    8400   Pave  <NA>      Reg
## 1102 1102         20       RL          61    9758   Pave  <NA>      IR1
## 1103 1103         20       RL          70    7000   Pave  <NA>      Reg
## 1104 1104         20       RL          79    8910   Pave  <NA>      Reg
## 1105 1105        160       RM          24    2016   Pave  <NA>      Reg
## 1106 1106         60       RL          98   12256   Pave  <NA>      IR1
## 1107 1107         20       RL         114   10357   Pave  <NA>      IR1
## 1108 1108         60       RL         168   23257   Pave  <NA>      IR3
## 1109 1109         60       RL          NA    8063   Pave  <NA>      Reg
## 1110 1110         20       RL         107   11362   Pave  <NA>      IR1
## 1111 1111         60       RL          NA    8000   Pave  <NA>      Reg
## 1112 1112         60       RL          80   10480   Pave  <NA>      Reg
## 1113 1113         20       RL          73    7100   Pave  <NA>      IR1
## 1114 1114         20       RL          66    8923   Pave  <NA>      Reg
## 1115 1115         20       RL          90    5400   Pave  <NA>      Reg
## 1116 1116         20       RL          93   12085   Pave  <NA>      Reg
## 1117 1117         80       RL          NA    7750   Pave  <NA>      Reg
## 1118 1118         20       RL          57    9764   Pave  <NA>      IR1
## 1119 1119         80       RL          85   13825   Pave  <NA>      Reg
## 1120 1120         20       RL          70    7560   Pave  <NA>      Reg
## 1121 1121         30       RM          59    8263   Pave  <NA>      Reg
## 1122 1122         20       RL          84   10084   Pave  <NA>      Reg
## 1123 1123         20       RL          NA    8926   Pave  <NA>      IR1
## 1124 1124         20       RL          50    9405   Pave  <NA>      Reg
## 1125 1125         80       RL          NA    9125   Pave  <NA>      IR1
## 1126 1126         20       RL          60   10434   Pave  <NA>      Reg
## 1127 1127        120       RL          53    3684   Pave  <NA>      Reg
## 1128 1128         20       RL         182   14572   Pave  <NA>      IR3
## 1129 1129         60       RL          59   11796   Pave  <NA>      IR1
## 1130 1130         90       RM          60    7200   Pave  Grvl      Reg
## 1131 1131         50       RL          65    7804   Pave  <NA>      Reg
## 1132 1132         20       RL          63   10712   Pave  <NA>      Reg
## 1133 1133         70       RM          90    9900   Pave  <NA>      Reg
## 1134 1134         60       RL          80    9828   Pave  <NA>      IR1
## 1135 1135         60       RL          57    8773   Pave  <NA>      IR1
## 1136 1136         30       RM          60    6180   Pave  <NA>      Reg
## 1137 1137         50       RL          80    9600   Pave  <NA>      Reg
## 1138 1138         50       RL          54    6342   Pave  <NA>      Reg
## 1139 1139         20       RL          NA    9819   Pave  <NA>      IR1
## 1140 1140         30       RL          98    8731   Pave  <NA>      IR1
## 1141 1141         20       RL          60    7350   Pave  <NA>      Reg
## 1142 1142         60       RL          NA   10304   Pave  <NA>      IR1
## 1143 1143         60       RL          77    9965   Pave  <NA>      Reg
## 1144 1144         20       RL          NA    9000   Pave  <NA>      Reg
## 1145 1145        190       RL          60   12180   Pave  <NA>      Reg
## 1146 1146         50       RM          52    6240   Pave  <NA>      Reg
## 1147 1147         20       RL          NA   11200   Pave  <NA>      Reg
## 1148 1148         70       RL          75   12000   Pave  <NA>      Reg
## 1149 1149         50       RM          NA    5700   Pave  <NA>      Reg
## 1150 1150         70       RM          50    9000   Pave  <NA>      Reg
## 1151 1151         20       RL          57    8280   Pave  <NA>      IR1
## 1152 1152         20       RL         134   17755   Pave  <NA>      Reg
## 1153 1153         20       RL          90   14115   Pave  <NA>      IR1
## 1154 1154         30       RM          NA    5890   Pave  <NA>      Reg
## 1155 1155         60       RL          NA   13700   Pave  <NA>      IR1
## 1156 1156         20       RL          90   10768   Pave  <NA>      IR1
## 1157 1157         80       RL          85    9350   Pave  <NA>      Reg
## 1158 1158        120       RL          34    5001   Pave  <NA>      IR1
## 1159 1159         20       RL          92   11932   Pave  <NA>      Reg
## 1160 1160         60       RL          76    9120   Pave  <NA>      Reg
## 1161 1161        160       RL          24    2280   Pave  <NA>      Reg
## 1162 1162         20       RL          NA   14778   Pave  <NA>      IR1
## 1163 1163         20       RL         109    8724   Pave  <NA>      Reg
## 1164 1164         90       RL          60   12900   Pave  <NA>      Reg
## 1165 1165         80       RL          NA   16157   Pave  <NA>      IR1
## 1166 1166         20       RL          79    9541   Pave  <NA>      IR1
## 1167 1167         20       RL          64   10475   Pave  <NA>      IR1
## 1168 1168         60       RL          58   10852   Pave  <NA>      IR1
## 1169 1169         70       RL         120   13728   Pave  <NA>      Reg
## 1170 1170         60       RL         118   35760   Pave  <NA>      IR1
## 1171 1171         80       RL          76    9880   Pave  <NA>      Reg
## 1172 1172         20       RL          76    9120   Pave  <NA>      Reg
## 1173 1173        160       FV          35    4017   Pave  Pave      IR1
## 1174 1174         50       RL         138   18030   Pave  <NA>      IR1
## 1175 1175         70       RL          80   16560   Pave  <NA>      IR1
## 1176 1176         50       RL          85   10678   Pave  <NA>      Reg
## 1177 1177         20       RL          37    6951   Pave  <NA>      IR1
## 1178 1178         50       RM          NA    3950   Pave  Grvl      Reg
## 1179 1179         50       RL          54    7681   Pave  <NA>      IR1
## 1180 1180         20       RL          77    8335   Pave  <NA>      Reg
## 1181 1181         60       RL          NA   11170   Pave  <NA>      IR2
## 1182 1182        120       RM          64    5587   Pave  <NA>      IR1
## 1183 1183         60       RL         160   15623   Pave  <NA>      IR1
## 1184 1184         30       RL          60   10800   Pave  Grvl      Reg
## 1185 1185         20       RL          50   35133   Grvl  <NA>      Reg
## 1186 1186         50       RL          60    9738   Pave  <NA>      Reg
## 1187 1187        190       RL         107   10615   Pave  <NA>      IR1
## 1188 1188         20       RL          89   12461   Pave  <NA>      Reg
## 1189 1189         60       RL          68    8935   Pave  <NA>      IR1
## 1190 1190         60       RL          60    7500   Pave  <NA>      Reg
##      LandContour Utilities LotConfig LandSlope Neighborhood Condition1
## 1            Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 2            Lvl    AllPub       FR2       Gtl      Veenker      Feedr
## 3            Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 4            Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 5            Lvl    AllPub       FR2       Gtl      NoRidge       Norm
## 6            Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 7            Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 8            Lvl    AllPub    Corner       Gtl       NWAmes       PosN
## 9            Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 10           Lvl    AllPub    Corner       Gtl      BrkSide     Artery
## 11           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 12           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 13           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 14           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 15           Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 16           Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 17           Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 18           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 19           Lvl    AllPub    Inside       Gtl      SawyerW       RRAe
## 20           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 21           Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 22           Bnk    AllPub    Inside       Gtl       IDOTRR       Norm
## 23           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 24           Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 25           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 26           Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 27           Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 28           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 29           Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 30           Lvl    AllPub    Inside       Gtl      BrkSide      Feedr
## 31           Lvl    AllPub    Inside       Gtl       IDOTRR      Feedr
## 32           Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm
## 33           Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 34           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 35           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 36           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 37           Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 38           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 39           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 40           Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 41           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 42           Lvl    AllPub    Inside       Gtl       Timber       Norm
## 43           Lvl    AllPub   CulDSac       Gtl      SawyerW       Norm
## 44           Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 45           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 46           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 47           Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 48           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 49           Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 50           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 51           Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 52           Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 53           Bnk    AllPub    Corner       Mod       IDOTRR       RRNn
## 54           Low    AllPub    Inside       Gtl      Veenker       Norm
## 55           Bnk    AllPub    Inside       Mod        NAmes       Norm
## 56           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 57           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 58           Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 59           HLS    AllPub   CulDSac       Gtl      StoneBr       Norm
## 60           Bnk    AllPub    Inside       Gtl      CollgCr       Norm
## 61           Lvl    AllPub    Inside       Gtl      SawyerW       RRAe
## 62           Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 63           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 64           Bnk    AllPub    Inside       Gtl      OldTown       RRAn
## 65           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 66           Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 67           Lvl    AllPub    Inside       Gtl        NAmes       PosA
## 68           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 69           Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 70           Lvl    AllPub    Corner       Gtl      ClearCr       Norm
## 71           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 72           Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 73           Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 74           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 75           Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 76           Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 77           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 78           Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 79           Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 80           Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 81           Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 82           Lvl    AllPub       FR2       Gtl      Mitchel       Norm
## 83           Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 84           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 85           Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 86           Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 87           Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 88           Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 89           Lvl    AllPub    Corner       Gtl       IDOTRR      Feedr
## 90           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 91           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 92           Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 93           HLS    AllPub    Inside       Gtl      Crawfor       Norm
## 94           Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 95           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 96           Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 97           Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 98           HLS    AllPub    Inside       Gtl      Edwards       Norm
## 99           Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 100          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 101          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 102          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 103          Bnk    AllPub    Inside       Gtl      SawyerW       Norm
## 104          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 105          Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 106          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 107          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 108          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 109          Lvl    AllPub    Corner       Gtl       IDOTRR     Artery
## 110          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 111          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 112          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 113          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 114          Bnk    AllPub    Corner       Gtl      Crawfor       Norm
## 115          Lvl    AllPub    Inside       Mod      Crawfor       Norm
## 116          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 117          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 118          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 119          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 120          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 121          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 122          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 123          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 124          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 125          Lvl    AllPub   CulDSac       Gtl       NWAmes       Norm
## 126          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 127          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 128          Bnk    AllPub    Inside       Gtl      OldTown      Feedr
## 129          Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 130          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 131          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 132          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 133          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 134          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 135          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 136          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 137          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 138          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 139          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 140          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 141          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 142          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 143          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 144          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 145          Lvl    AllPub    Inside       Gtl       Sawyer       RRAe
## 146          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 147          Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 148          Lvl    AllPub   CulDSac       Gtl      Gilbert       Norm
## 149          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 150          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 151          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 152          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 153          Lvl    AllPub   CulDSac       Gtl       NWAmes       Norm
## 154          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 155          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 156          Lvl    AllPub    Corner       Gtl      Edwards     Artery
## 157          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 158          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 159          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 160          HLS    AllPub    Corner       Gtl      Gilbert       Norm
## 161          Lvl    AllPub   CulDSac       Gtl      Veenker       Norm
## 162          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 163          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 164          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 165          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 166          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 167          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 168          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 169          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 170          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 171          Lvl    AllPub    Inside       Gtl      OldTown      Feedr
## 172          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 173          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 174          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 175          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 176          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 177          Lvl    AllPub    Corner       Gtl      ClearCr       Norm
## 178          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 179          Lvl    AllPub   CulDSac       Gtl      StoneBr       Norm
## 180          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 181          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 182          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 183          Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 184          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 185          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 186          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 187          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 188          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 189          Bnk    AllPub    Inside       Gtl      SawyerW      Feedr
## 190          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 191          Bnk    AllPub    Inside       Mod      Crawfor       Norm
## 192          Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 193          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 194          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 195          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 196          Lvl    AllPub       FR2       Gtl      NPkVill       Norm
## 197          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 198          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 199          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 200          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 201          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 202          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 203          Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 204          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 205          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 206          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 207          Lvl    AllPub   CulDSac       Gtl       Sawyer       RRAe
## 208          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 209          Low    AllPub    Inside       Mod      SawyerW       Norm
## 210          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 211          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 212          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 213          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 214          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 215          Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 216          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 217          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 218          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 219          Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 220          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 221          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 222          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 223          Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 224          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 225          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 226          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 227          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 228          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 229          Lvl    AllPub       FR2       Gtl       Sawyer      Feedr
## 230          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 231          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 232          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 233          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 234          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 235          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 236          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 237          Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 238          Lvl    AllPub   CulDSac       Gtl      SawyerW       RRNe
## 239          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 240          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 241          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 242          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 243          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 244          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 245          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 246          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 247          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 248          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 249          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 250          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 251          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 252          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 253          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 254          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 255          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 256          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 257          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 258          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 259          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 260          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 261          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 262          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 263          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 264          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 265          Bnk    AllPub    Inside       Gtl      OldTown     Artery
## 266          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 267          HLS    AllPub       FR2       Gtl      Gilbert       Norm
## 268          Bnk    AllPub    Inside       Mod        SWISU       Norm
## 269          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 270          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 271          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 272          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 273          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 274          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 275          Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 276          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 277          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 278          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 279          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 280          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 281          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 282          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 283          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 284          Lvl    AllPub    Inside       Gtl      Somerst      Feedr
## 285          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 286          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 287          Bnk    AllPub    Inside       Gtl        NAmes       Norm
## 288          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 289          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 290          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 291          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 292          Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 293          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 294          Lvl    AllPub    Corner       Gtl       NWAmes       PosA
## 295          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 296          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 297          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 298          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 299          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 300          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 301          Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 302          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 303          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 304          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 305          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 306          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 307          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 308          Lvl    AllPub    Inside       Gtl       IDOTRR     Artery
## 309          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 310          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 311          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 312          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 313          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 314          Low    AllPub    Inside       Sev       Timber       Norm
## 315          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 316          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 317          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 318          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 319          Low    AllPub    Inside       Mod      NoRidge       Norm
## 320          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 321          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 322          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 323          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 324          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 325          Lvl    AllPub    Corner       Gtl        NAmes       PosN
## 326          Lvl    AllPub    Inside       Gtl       IDOTRR       RRAe
## 327          Lvl    AllPub   CulDSac       Gtl      Veenker       Norm
## 328          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 329          Bnk    AllPub    Inside       Gtl      BrkSide       PosN
## 330          Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 331          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 332          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 333          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 334          Lvl    AllPub       FR3       Gtl      NridgHt       Norm
## 335          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 336          HLS    AllPub    Corner       Sev       Timber       Norm
## 337          HLS    AllPub    Corner       Gtl      StoneBr       Norm
## 338          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 339          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 340          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 341          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 342          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 343          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 344          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 345          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 346          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 347          Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 348          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 349          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 350          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 351          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 352          Low    AllPub    Inside       Mod      ClearCr       Norm
## 353          Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 354          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 355          Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 356          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 357          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 358          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 359          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 360          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 361          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 362          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 363          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 364          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 365          Lvl    AllPub       FR2       Gtl       NWAmes       Norm
## 366          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 367          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 368          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 369          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 370          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 371          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 372          Lvl    AllPub    Inside       Gtl      ClearCr      Feedr
## 373          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 374          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 375          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 376          Low    AllPub    Inside       Sev      Edwards       Norm
## 377          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 378          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 379          Lvl    AllPub    Corner       Gtl      StoneBr       Norm
## 380          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 381          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 382          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 383          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 384          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 385          Low    AllPub    Corner       Mod      ClearCr      Feedr
## 386          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 387          Lvl    AllPub       FR2       Gtl      Edwards      Feedr
## 388          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 389          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 390          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 391          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 392          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 393          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 394          Lvl    AllPub    Corner       Gtl      BrkSide      Feedr
## 395          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 396          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 397          Low    AllPub    Inside       Gtl      CollgCr       Norm
## 398          Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 399          Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 400          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 401          Lvl    AllPub    Inside       Gtl      Veenker       Norm
## 402          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 403          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 404          Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 405          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 406          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 407          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 408          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 409          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 410          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 411          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 412          Bnk    AllPub    Inside       Gtl      Gilbert       Norm
## 413          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 414          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 415          Lvl    AllPub   CulDSac       Gtl      SawyerW       Norm
## 416          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 417          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 418          Lvl    AllPub    Inside       Gtl      Crawfor      Feedr
## 419          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 420          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 421          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 422          Lvl    AllPub       FR2       Gtl       NWAmes       Norm
## 423          HLS    AllPub    Inside       Mod      Mitchel     Artery
## 424          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 425          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 426          HLS    AllPub    Inside       Gtl      OldTown       Norm
## 427          Low    AllPub    Inside       Mod      SawyerW       Norm
## 428          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 429          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 430          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 431          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 432          Bnk    AllPub    Inside       Gtl      OldTown      Feedr
## 433          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 434          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 435          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 436          Lvl    AllPub   CulDSac       Gtl      CollgCr       PosN
## 437          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 438          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 439          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 440          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 441          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 442          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 443          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 444          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 445          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 446          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 447          Lvl    AllPub    Corner       Gtl        NAmes       PosA
## 448          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 449          Bnk    AllPub    Inside       Gtl       IDOTRR       Norm
## 450          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 451          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 452          Low    AllPub    Inside       Mod      ClearCr       Norm
## 453          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 454          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 455          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 456          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 457          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 458          Low    AllPub   CulDSac       Mod      ClearCr       Norm
## 459          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 460          Bnk    AllPub    Corner       Gtl      BrkSide       Norm
## 461          Lvl    AllPub    Inside       Gtl      Somerst       RRAn
## 462          Lvl    AllPub    Inside       Gtl        SWISU      Feedr
## 463          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 464          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 465          HLS    AllPub    Inside       Mod      CollgCr       Norm
## 466          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 467          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 468          Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 469          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 470          Lvl    AllPub    Corner       Gtl      SawyerW       RRNe
## 471          Lvl    AllPub    Corner       Gtl      StoneBr       Norm
## 472          Lvl    AllPub    Inside       Gtl       NWAmes       PosA
## 473          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 474          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 475          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 476          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 477          Lvl    AllPub    Inside       Mod      CollgCr       Norm
## 478          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 479          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 480          Bnk    AllPub    Inside       Gtl      OldTown       Norm
## 481          Lvl    AllPub       FR2       Gtl      NridgHt       Norm
## 482          HLS    AllPub    Inside       Gtl      NridgHt       Norm
## 483          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 484          Lvl    AllPub       FR2       Gtl      Mitchel       Norm
## 485          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 486          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 487          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 488          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 489          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 490          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 491          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 492          Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 493          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 494          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 495          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 496          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 497          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 498          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 499          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 500          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 501          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 502          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 503          Lvl    AllPub    Corner       Gtl      Edwards      Feedr
## 504          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 505          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 506          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 507          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 508          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 509          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 510          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 511          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 512          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 513          Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 514          Bnk    AllPub    Corner       Gtl      Mitchel       Norm
## 515          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 516          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 517          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 518          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 519          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 520          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 521          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 522          Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 523          Lvl    AllPub    Corner       Gtl      BrkSide      Feedr
## 524          Bnk    AllPub    Inside       Gtl      Edwards       PosN
## 525          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 526          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 527          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 528          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 529          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 530          Lvl    AllPub   CulDSac       Gtl      Crawfor       Norm
## 531          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 532          Lvl    AllPub       FR3       Gtl      BrkSide       RRNn
## 533          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 534          Low    AllPub    Inside       Mod      BrkSide       Norm
## 535          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 536          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 537          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 538          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 539          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 540          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 541          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 542          Lvl    AllPub       FR2       Gtl      NoRidge       Norm
## 543          Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 544          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 545          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 546          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 547          Bnk    AllPub    Inside       Gtl      BrkSide       Norm
## 548          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 549          HLS    AllPub    Inside       Gtl      OldTown      Feedr
## 550          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 551          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 552          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 553          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 554          Lvl    AllPub    Inside       Gtl      Edwards      Feedr
## 555          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 556          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 557          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 558          Low    AllPub    Inside       Mod       IDOTRR       Norm
## 559          HLS    AllPub       FR2       Gtl      Gilbert       Norm
## 560          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 561          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 562          Lvl    AllPub    Inside       Mod      Mitchel       Norm
## 563          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 564          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 565          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 566          Bnk    AllPub    Corner       Gtl        SWISU       Norm
## 567          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 568          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 569          Low    AllPub    Inside       Mod      SawyerW       Norm
## 570          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 571          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 572          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 573          HLS    AllPub    Corner       Gtl       Timber       Norm
## 574          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 575          Lvl    AllPub       FR2       Gtl        NAmes       Norm
## 576          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 577          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 578          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 579          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 580          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 581          Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 582          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 583          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 584          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 585          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 586          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 587          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 588          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 589          Low    AllPub    Inside       Sev      ClearCr       Norm
## 590          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 591          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 592          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 593          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 594          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 595          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 596          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 597          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 598          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 599          Bnk    AllPub    Inside       Gtl      Crawfor       Norm
## 600          Lvl    AllPub    Inside       Gtl      Blueste       Norm
## 601          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 602          Bnk    AllPub    Inside       Gtl       IDOTRR       Norm
## 603          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 604          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 605          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 606          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 607          Low    AllPub    Corner       Mod      CollgCr       Norm
## 608          Bnk    AllPub    Inside       Mod      Edwards       Norm
## 609          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 610          Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 611          Lvl    AllPub    Inside       Gtl      CollgCr       PosN
## 612          Lvl    AllPub       FR2       Gtl       NWAmes       Norm
## 613          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 614          Lvl    AllPub    Inside       Gtl      Mitchel      Feedr
## 615          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 616          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 617          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 618          HLS    AllPub    Corner       Mod        NAmes     Artery
## 619          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 620          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 621          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 622          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 623          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 624          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 625          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 626          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 627          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 628          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 629          HLS    AllPub    Inside       Sev        NAmes       Norm
## 630          Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 631          Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 632          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 633          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 634          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 635          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 636          Bnk    AllPub    Inside       Gtl        SWISU      Feedr
## 637          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 638          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 639          Lvl    AllPub    Inside       Gtl      Edwards      Feedr
## 640          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 641          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 642          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 643          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 644          Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 645          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 646          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 647          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 648          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 649          Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 650          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 651          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 652          Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 653          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 654          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 655          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 656          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 657          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 658          HLS    AllPub    Inside       Mod      Crawfor       Norm
## 659          Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 660          Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 661          Lvl    AllPub   CulDSac       Gtl       NWAmes       Norm
## 662          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 663          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 664          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 665          Lvl    AllPub   CulDSac       Gtl      Somerst       RRAn
## 666          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 667          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 668          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 669          Bnk    AllPub    Corner       Mod       Sawyer       Norm
## 670          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 671          Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 672          Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 673          Lvl    AllPub    Inside       Gtl      Veenker       Norm
## 674          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 675          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 676          Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 677          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 678          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 679          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 680          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 681          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 682          Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 683          HLS    AllPub    Inside       Gtl      ClearCr       Norm
## 684          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 685          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 686          Lvl    AllPub   CulDSac       Gtl      StoneBr       Norm
## 687          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 688          Lvl    AllPub       FR2       Gtl      Somerst       Norm
## 689          HLS    AllPub    Inside       Gtl      StoneBr       Norm
## 690          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 691          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 692          Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 693          Lvl    AllPub    Inside       Mod       Timber       Norm
## 694          Lvl    AllPub    Corner       Sev      OldTown       Norm
## 695          Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 696          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 697          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 698          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 699          Lvl    AllPub    Inside       Gtl       Sawyer       RRAe
## 700          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 701          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 702          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 703          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 704          Lvl    AllPub    Inside       Gtl      OldTown      Feedr
## 705          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 706          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 707          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 708          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 709          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 710          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 711          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 712          HLS    AllPub    Inside       Mod       IDOTRR       Norm
## 713          HLS    AllPub    Inside       Gtl      StoneBr       Norm
## 714          Lvl    AllPub    Inside       Gtl      BrkSide       RRAn
## 715          Lvl    AllPub   CulDSac       Gtl       Sawyer       RRAe
## 716          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 717          Bnk    AllPub    Inside       Gtl      OldTown       Norm
## 718          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 719          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 720          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 721          Low    AllPub   CulDSac       Mod      StoneBr       Norm
## 722          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 723          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 724          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 725          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 726          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 727          Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 728          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 729          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 730          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 731          Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 732          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 733          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 734          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 735          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 736          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 737          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 738          HLS    AllPub   CulDSac       Gtl      Gilbert       Norm
## 739          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 740          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 741          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 742          Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 743          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 744          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 745          HLS    AllPub    Inside       Gtl      StoneBr       Norm
## 746          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 747          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 748          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 749          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 750          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 751          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 752          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 753          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 754          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 755          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 756          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 757          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 758          Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm
## 759          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 760          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 761          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 762          Lvl    AllPub       FR2       Gtl      BrkSide      Feedr
## 763          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 764          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 765          Lvl    AllPub   CulDSac       Gtl      Veenker       Norm
## 766          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 767          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 768          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 769          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 770          HLS    AllPub   CulDSac       Mod      StoneBr       Norm
## 771          Lvl    AllPub   CulDSac       Gtl       Sawyer       Norm
## 772          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 773          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 774          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 775          Lvl    AllPub    Corner       Gtl      NridgHt       Norm
## 776          Lvl    AllPub       FR2       Gtl      Mitchel       Norm
## 777          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 778          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 779          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 780          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 781          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 782          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 783          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 784          Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 785          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 786          Lvl    AllPub    Inside       Gtl       NWAmes      Feedr
## 787          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 788          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 789          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 790          Low    AllPub    Inside       Gtl      ClearCr       Norm
## 791          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 792          Lvl    AllPub    Corner       Gtl      Mitchel       Norm
## 793          Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 794          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 795          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 796          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 797          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 798          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 799          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 800          Lvl    AllPub    Corner       Gtl        SWISU      Feedr
## 801          HLS    AllPub    Inside       Mod      ClearCr      Feedr
## 802          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 803          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 804          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 805          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 806          Lvl    AllPub       FR2       Gtl      Somerst       Norm
## 807          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 808          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 809          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 810          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 811          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 812          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 813          Bnk    AllPub    Inside       Mod       IDOTRR       Norm
## 814          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 815          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 816          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 817          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 818          Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 819          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 820          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 821          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 822          Bnk    AllPub    Inside       Mod      OldTown       Norm
## 823          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 824          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 825          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 826          Lvl    AllPub    Inside       Gtl      NridgHt       PosN
## 827          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 828          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 829          Low    AllPub   CulDSac       Sev      ClearCr       Norm
## 830          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 831          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 832          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 833          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 834          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 835          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 836          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 837          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 838          Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 839          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 840          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 841          Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 842          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 843          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 844          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 845          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 846          Lvl    AllPub   CulDSac       Gtl       Sawyer       RRAe
## 847          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 848          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 849          Bnk    AllPub    Inside       Gtl      ClearCr       Norm
## 850          Lvl    AllPub       FR2       Gtl      Veenker      Feedr
## 851          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 852          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 853          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 854          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 855          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 856          Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 857          Low    AllPub    Inside       Mod      CollgCr       Norm
## 858          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 859          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 860          Lvl    AllPub    Corner       Gtl       NWAmes       PosA
## 861          Lvl    AllPub    Corner       Gtl      Crawfor       Norm
## 862          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 863          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 864          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 865          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 866          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 867          HLS    AllPub    Inside       Gtl       Timber       Norm
## 868          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 869          Lvl    AllPub    Corner       Gtl      Gilbert      Feedr
## 870          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 871          Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 872          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 873          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 874          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 875          Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 876          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 877          HLS    AllPub    Inside       Mod      Mitchel       Norm
## 878          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 879          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 880          Lvl    AllPub   CulDSac       Gtl      CollgCr       Norm
## 881          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 882          Lvl    AllPub   CulDSac       Gtl       Timber       Norm
## 883          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 884          Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 885          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 886          Lvl    AllPub   CulDSac       Gtl      Somerst       Norm
## 887          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 888          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 889          Lvl    AllPub    Inside       Mod        NAmes       Norm
## 890          Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 891          Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 892          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 893          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 894          Lvl    AllPub    Inside       Gtl       Sawyer       PosN
## 895          Bnk    AllPub    Inside       Gtl      SawyerW       Norm
## 896          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 897          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 898          Lvl    AllPub    Inside       Gtl      SawyerW      Feedr
## 899          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 900          Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 901          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 902          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 903          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 904          HLS    AllPub   CulDSac       Gtl      Gilbert       Norm
## 905          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 906          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 907          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 908          Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 909          Low    AllPub    Inside       Mod      Mitchel       Norm
## 910          Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 911          Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 912          Lvl    AllPub   CulDSac       Mod      CollgCr       Norm
## 913          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 914          HLS    AllPub    Inside       Gtl      Crawfor       Norm
## 915          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 916          Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 917          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 918          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 919          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 920          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 921          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 922          Lvl    AllPub    Inside       Gtl      Edwards      Feedr
## 923          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 924          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 925          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 926          Lvl    AllPub    Corner       Gtl       NWAmes       Norm
## 927          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 928          Lvl    AllPub    Inside       Gtl       NWAmes      Feedr
## 929          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 930          Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 931          HLS    AllPub    Inside       Gtl       Timber       Norm
## 932          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 933          Lvl    AllPub    Corner       Gtl      Somerst       RRNn
## 934          Lvl    AllPub       FR2       Gtl      CollgCr       Norm
## 935          HLS    AllPub    Inside       Mod        NAmes       PosA
## 936          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 937          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 938          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 939          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 940          Lvl    AllPub    Inside       Gtl      ClearCr       Norm
## 941          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 942          Lvl    AllPub       FR2       Gtl      Gilbert       RRNn
## 943          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 944          Low    AllPub    Inside       Gtl      Mitchel       Norm
## 945          Lvl    NoSeWa   CulDSac       Gtl       Timber       Norm
## 946          Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 947          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 948          Lvl    AllPub    Inside       Gtl       Timber       Norm
## 949          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 950          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 951          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 952          Lvl    AllPub    Corner       Gtl      SawyerW       Norm
## 953          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 954          Lvl    AllPub    Inside       Mod      Mitchel       Norm
## 955          Lvl    AllPub   CulDSac       Gtl      Edwards       Norm
## 956          HLS    AllPub    Inside       Gtl      Crawfor       Norm
## 957          Lvl    AllPub    Inside       Gtl      Blueste       Norm
## 958          Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 959          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 960          Lvl    AllPub       FR2       Gtl      Somerst       Norm
## 961          Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 962          Lvl    AllPub    Corner       Gtl       NWAmes       PosN
## 963          Lvl    AllPub    Corner       Gtl      NPkVill       Norm
## 964          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 965          Lvl    AllPub    Corner       Gtl       Timber       Norm
## 966          Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 967          HLS    AllPub    Inside       Gtl      Crawfor       Norm
## 968          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 969          Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 970          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 971          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 972          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 973          Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 974          Lvl    AllPub    Corner       Gtl      Somerst       Norm
## 975          Lvl    AllPub    Corner       Gtl      BrkSide       RRAn
## 976          Lvl    AllPub       FR2       Gtl      Somerst       Norm
## 977          Bnk    AllPub    Inside       Gtl      BrkSide       Norm
## 978          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 979          Bnk    AllPub    Inside       Mod      Edwards       Norm
## 980          Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 981          Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 982          Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 983          Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 984          Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 985          Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 986          Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 987          Lvl    AllPub    Corner       Gtl      OldTown      Feedr
## 988          Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 989          Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 990          Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 991          Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 992          Lvl    AllPub    Corner       Gtl      OldTown     Artery
## 993          Lvl    AllPub    Inside       Mod        NAmes       Norm
## 994          Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 995          Lvl    AllPub       FR2       Gtl      NridgHt       Norm
## 996          Lvl    AllPub    Inside       Mod      BrkSide      Feedr
## 997          Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 998          Lvl    AllPub    Inside       Gtl       NWAmes       PosA
## 999          Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 1000         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1001         Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1002         Lvl    AllPub    Corner       Gtl      OldTown       Norm
## 1003         Lvl    AllPub    Inside       Gtl      Somerst       RRAn
## 1004         Lvl    AllPub    Corner       Gtl       NWAmes      Feedr
## 1005         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 1006         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1007         Lvl    AllPub    Inside       Gtl        NAmes       PosN
## 1008         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1009         Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 1010         Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 1011         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1012         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1013         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1014         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1015         Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 1016         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1017         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1018         Lvl    AllPub   CulDSac       Gtl      StoneBr       Norm
## 1019         Lvl    AllPub       FR2       Gtl      Gilbert       Norm
## 1020         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 1021         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1022         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1023         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1024         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 1025         Lvl    AllPub    Corner       Gtl       Timber       Norm
## 1026         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1027         Lvl    AllPub    Inside       Gtl        NAmes      Feedr
## 1028         HLS    AllPub    Inside       Gtl       Timber       Norm
## 1029         Lvl    AllPub    Inside       Gtl        NAmes     Artery
## 1030         Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 1031         Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 1032         Lvl    AllPub    Corner       Gtl        SWISU       Norm
## 1033         Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 1034         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1035         Bnk    AllPub    Inside       Gtl      Crawfor       Norm
## 1036         Lvl    AllPub   CulDSac       Gtl      Edwards       Norm
## 1037         HLS    AllPub    Inside       Gtl       Timber       Norm
## 1038         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1039         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1040         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1041         Lvl    AllPub    Corner       Gtl       Sawyer       Norm
## 1042         Lvl    AllPub    Inside       Gtl       NWAmes      Feedr
## 1043         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1044         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1045         Lvl    AllPub    Inside       Gtl       NWAmes       PosN
## 1046         Lvl    AllPub   CulDSac       Gtl      Edwards       Norm
## 1047         Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 1048         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1049         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1050         Low    AllPub    Inside       Gtl      Edwards       Norm
## 1051         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1052         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1053         Lvl    AllPub    Corner       Gtl        NAmes     Artery
## 1054         Lvl    AllPub    Inside       Mod      Edwards       Norm
## 1055         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1056         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1057         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1058         Lvl    AllPub       FR2       Gtl      NoRidge       Norm
## 1059         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1060         HLS    AllPub    Corner       Mod      Crawfor       Norm
## 1061         Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 1062         Low    AllPub    Inside       Gtl       IDOTRR       Norm
## 1063         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1064         Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 1065         Lvl    AllPub   CulDSac       Gtl        NAmes       Norm
## 1066         Lvl    AllPub    Inside       Mod      ClearCr       Norm
## 1067         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1068         Lvl    AllPub    Inside       Mod        NAmes       Norm
## 1069         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1070         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1071         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1072         Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 1073         Lvl    AllPub    Inside       Gtl      Edwards     Artery
## 1074         Bnk    AllPub    Corner       Gtl      Edwards       Norm
## 1075         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1076         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1077         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1078         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1079         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1080         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1081         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1082         Lvl    AllPub    Corner       Gtl       Sawyer      Feedr
## 1083         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1084         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1085         Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 1086         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1087         Lvl    AllPub    Inside       Gtl      MeadowV       Norm
## 1088         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1089         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1090         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1091         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1092         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1093         Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 1094         Lvl    AllPub    Corner       Gtl        NAmes      Feedr
## 1095         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1096         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1097         Lvl    AllPub    Inside       Gtl       IDOTRR       Norm
## 1098         Lvl    AllPub    Inside       Gtl      StoneBr       Norm
## 1099         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1100         Lvl    AllPub    Inside       Gtl       NWAmes       RRAn
## 1101         Bnk    AllPub    Inside       Gtl        SWISU       Norm
## 1102         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1103         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1104         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1105         Lvl    AllPub    Inside       Gtl       BrDale       Norm
## 1106         Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 1107         Lvl    AllPub    Corner       Gtl      SawyerW      Feedr
## 1108         HLS    AllPub   CulDSac       Gtl      Gilbert       Norm
## 1109         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1110         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1111         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1112         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1113         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1114         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1115         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1116         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1117         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1118         Lvl    AllPub       FR2       Gtl       Sawyer      Feedr
## 1119         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1120         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1121         Bnk    AllPub    Inside       Mod       IDOTRR       Norm
## 1122         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1123         Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1124         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1125         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1126         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1127         Lvl    AllPub    Inside       Gtl      Blmngtn       Norm
## 1128         Lvl    AllPub    Corner       Gtl      Gilbert       Norm
## 1129         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
## 1130         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1131         Lvl    AllPub    Inside       Gtl        SWISU       Norm
## 1132         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1133         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1134         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1135         HLS    AllPub    Inside       Gtl      Gilbert       Norm
## 1136         Lvl    AllPub    Corner       Gtl      BrkSide       Norm
## 1137         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1138         Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 1139         Lvl    AllPub    Inside       Mod      Mitchel       Norm
## 1140         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1141         Lvl    AllPub    Corner       Gtl        NAmes       Norm
## 1142         Lvl    AllPub   CulDSac       Gtl       NWAmes       PosN
## 1143         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1144         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1145         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1146         Lvl    AllPub    Inside       Gtl      BrkSide       Norm
## 1147         Lvl    AllPub    Inside       Gtl      SawyerW       Norm
## 1148         Bnk    AllPub    Inside       Gtl      Crawfor       Norm
## 1149         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1150         Lvl    AllPub    Inside       Gtl      OldTown     Artery
## 1151         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1152         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1153         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1154         Lvl    AllPub    Corner       Gtl       IDOTRR       Norm
## 1155         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1156         Lvl    AllPub    Corner       Gtl      Veenker       Norm
## 1157         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1158         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1159         Lvl    AllPub       FR2       Gtl      Somerst      Feedr
## 1160         Lvl    AllPub    Inside       Gtl       NWAmes       Norm
## 1161         Lvl    AllPub    Inside       Gtl      NPkVill       Norm
## 1162         Low    AllPub   CulDSac       Gtl      Crawfor       PosN
## 1163         Lvl    AllPub    Inside       Gtl       Sawyer       Norm
## 1164         Lvl    AllPub    Inside       Gtl       Sawyer      Feedr
## 1165         Lvl    AllPub       FR2       Gtl      Veenker      Feedr
## 1166         Lvl    AllPub    Inside       Gtl      NridgHt       Norm
## 1167         Lvl    AllPub    Corner       Gtl      CollgCr       Norm
## 1168         Lvl    AllPub    Inside       Gtl      Gilbert       RRAn
## 1169         Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1170         Lvl    AllPub   CulDSac       Gtl      NoRidge       Norm
## 1171         Lvl    AllPub    Inside       Gtl      Mitchel       Norm
## 1172         Lvl    AllPub    Inside       Gtl        NAmes       Norm
## 1173         Lvl    AllPub    Inside       Gtl      Somerst       Norm
## 1174         Bnk    AllPub    Inside       Gtl      ClearCr       Norm
## 1175         Lvl    AllPub    Inside       Gtl      Crawfor       Norm
## 1176         Lvl    AllPub    Inside       Gtl      NoRidge       Norm
## 1177         Lvl    AllPub   CulDSac       Gtl      Mitchel       Norm
## 1178         Bnk    AllPub    Inside       Gtl      OldTown     Artery
## 1179         Lvl    AllPub       FR2       Gtl      Crawfor       Norm
## 1180         Lvl    AllPub    Corner       Gtl      Edwards       Norm
## 1181         Lvl    AllPub    Corner       Gtl       Timber       Norm
## 1182         HLS    AllPub    Inside       Mod      Crawfor       Norm
## 1183         Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 1184         Lvl    AllPub    Inside       Gtl      OldTown       Norm
## 1185         Lvl    AllPub    Inside       Mod       Timber       Norm
## 1186         Lvl    AllPub    Inside       Gtl      Edwards       Norm
## 1187         Bnk    AllPub    Corner       Mod      OldTown     Artery
## 1188         Lvl    AllPub    Corner       Gtl      NoRidge       Norm
## 1189         Lvl    AllPub    Inside       Gtl      CollgCr       Norm
## 1190         Lvl    AllPub    Inside       Gtl      Gilbert       Norm
##      Condition2 BldgType HouseStyle OverallQual OverallCond YearBuilt
## 1          Norm     1Fam     2Story           7           5      2003
## 2          Norm     1Fam     1Story           6           8      1976
## 3          Norm     1Fam     2Story           7           5      2001
## 4          Norm     1Fam     2Story           7           5      1915
## 5          Norm     1Fam     2Story           8           5      2000
## 6          Norm     1Fam     1.5Fin           5           5      1993
## 7          Norm     1Fam     1Story           8           5      2004
## 8          Norm     1Fam     2Story           7           6      1973
## 9          Norm     1Fam     1.5Fin           7           5      1931
## 10       Artery   2fmCon     1.5Unf           5           6      1939
## 11         Norm     1Fam     1Story           5           5      1965
## 12         Norm     1Fam     2Story           9           5      2005
## 13         Norm     1Fam     1Story           5           6      1962
## 14         Norm     1Fam     1Story           7           5      2006
## 15         Norm     1Fam     1Story           6           5      1960
## 16         Norm     1Fam     1.5Unf           7           8      1929
## 17         Norm     1Fam     1Story           6           7      1970
## 18         Norm   Duplex     1Story           4           5      1967
## 19         Norm     1Fam     1Story           5           5      2004
## 20         Norm     1Fam     1Story           5           6      1958
## 21         Norm     1Fam     2Story           8           5      2005
## 22         Norm     1Fam     1.5Unf           7           7      1930
## 23         Norm     1Fam     1Story           8           5      2002
## 24         Norm   TwnhsE     1Story           5           7      1976
## 25         Norm     1Fam     1Story           5           8      1968
## 26         Norm     1Fam     1Story           8           5      2007
## 27         Norm     1Fam     1Story           5           7      1951
## 28         Norm     1Fam     1Story           8           5      2007
## 29         Norm     1Fam     1Story           5           6      1957
## 30         RRNn     1Fam     1Story           4           6      1927
## 31         Norm     1Fam     2Story           4           4      1920
## 32         Norm     1Fam     1Story           5           6      1966
## 33         Norm     1Fam     1Story           8           5      2007
## 34         Norm     1Fam     1Story           5           5      1959
## 35         Norm   TwnhsE     1Story           9           5      2005
## 36         Norm     1Fam     2Story           8           5      2004
## 37         Norm     1Fam     1Story           5           5      1994
## 38         Norm     1Fam     1Story           5           6      1954
## 39         Norm     1Fam     1Story           5           7      1953
## 40         Norm   Duplex     1Story           4           5      1955
## 41         Norm     1Fam     1Story           6           5      1965
## 42         Norm     1Fam     1Story           5           6      1959
## 43         Norm     1Fam     SFoyer           5           7      1983
## 44         Norm     1Fam     1Story           5           6      1975
## 45         Norm     1Fam     1Story           5           6      1959
## 46         Norm   TwnhsE     1Story           9           5      2005
## 47         Norm     1Fam     1.5Fin           7           5      2003
## 48         Norm     1Fam     1Story           8           5      2006
## 49         Norm   2fmCon     2Story           4           5      1920
## 50         Norm     1Fam     1Story           5           7      1966
## 51         Norm     1Fam     2Story           6           6      1997
## 52         Norm     1Fam     1.5Fin           6           6      1934
## 53         Norm   Duplex     1Story           5           5      1963
## 54         Norm     1Fam     1Story           9           5      1981
## 55         Norm     1Fam       SLvl           5           5      1955
## 56         Norm     1Fam     1Story           6           5      1964
## 57         Norm    Twnhs     2Story           8           5      1999
## 58         Norm     1Fam     2Story           7           5      2004
## 59         Norm     1Fam     2Story          10           5      2006
## 60         Norm     1Fam     1Story           5           7      1972
## 61         Norm     1Fam     1Story           6           5      2004
## 62         Norm     1Fam     2.5Unf           5           7      1920
## 63         Norm   TwnhsE     1Story           8           5      2006
## 64        Feedr     1Fam     2Story           7           6      1921
## 65         Norm     1Fam     2Story           7           5      1997
## 66         Norm     1Fam     2Story           8           5      2004
## 67         Norm     1Fam     1Story           7           5      1970
## 68         Norm     1Fam     1Story           7           5      2003
## 69         Norm     1Fam     1Story           4           6      1945
## 70         Norm     1Fam     1.5Fin           7           4      1953
## 71         Norm     1Fam     1Story           7           6      1973
## 72         Norm     1Fam     1Story           4           6      1982
## 73         Norm     1Fam     2Story           7           5      1998
## 74         Norm     1Fam     1Story           5           7      1954
## 75         Norm     1Fam     2Story           3           6      1915
## 76         Norm    Twnhs       SLvl           4           5      1973
## 77         Norm     1Fam     1Story           4           7      1956
## 78         Norm     1Fam     1.5Fin           5           5      1948
## 79         Norm   Duplex     1Story           4           5      1968
## 80         Norm     1Fam     2Story           5           6      1910
## 81         Norm     1Fam     2Story           6           6      1968
## 82         Norm   TwnhsE     1Story           6           5      1998
## 83         Norm     1Fam     1Story           8           5      2007
## 84         Norm     1Fam     1Story           5           5      1960
## 85         Norm     1Fam       SLvl           7           5      1995
## 86         Norm     1Fam     2Story           8           5      1991
## 87         Norm     1Fam     2Story           6           5      2005
## 88         Norm   TwnhsE     2Story           6           5      2009
## 89        Feedr     1Fam     1.5Fin           3           2      1915
## 90         Norm     1Fam     1Story           4           5      1994
## 91         Norm     1Fam     1Story           4           5      1950
## 92         Norm     1Fam     1Story           5           3      1961
## 93         Norm     1Fam     1Story           5           7      1921
## 94         Norm   2fmCon     2.5Unf           6           6      1910
## 95         Norm     1Fam     2Story           6           5      1997
## 96         Norm     1Fam     2Story           6           8      1993
## 97         Norm     1Fam     1Story           7           5      1999
## 98         Norm     1Fam     1Story           4           5      1965
## 99         Norm     1Fam     1Story           5           5      1920
## 100        Norm     1Fam     1Story           4           5      1959
## 101        Norm     1Fam     1Story           6           7      1977
## 102        Norm     1Fam     2Story           6           5      1985
## 103        Norm   Duplex     1Story           5           5      1979
## 104        Norm     1Fam     1Story           7           5      2009
## 105        Norm     1Fam     1.5Fin           7           4      1931
## 106        Norm     1Fam     2Story           8           5      2003
## 107        Norm     1Fam     1Story           4           7      1885
## 108        Norm     1Fam     1Story           5           5      1948
## 109        Norm     1Fam     1.5Fin           5           7      1919
## 110        Norm     1Fam     1Story           6           6      1977
## 111        Norm     1Fam     1.5Fin           6           4      1954
## 112        Norm     1Fam       SLvl           7           5      2000
## 113        Norm     1Fam     2Story           7           5      2007
## 114        Norm     1Fam     1Story           6           5      1953
## 115        Norm     1Fam     2Story           6           8      1945
## 116        Norm   TwnhsE     2Story           6           5      1999
## 117        Norm     1Fam     1Story           5           5      1962
## 118        Norm     1Fam     1Story           5           5      2006
## 119        Norm     1Fam     2Story           7           5      1990
## 120        Norm     1Fam     2Story           6           5      2005
## 121        Norm     1Fam       SLvl           6           5      1969
## 122        Norm     1Fam     1.5Fin           4           5      1939
## 123        Norm     1Fam     1Story           6           7      1958
## 124        Norm   TwnhsE     1Story           6           5      1993
## 125        Norm     1Fam     1Story           6           5      1979
## 126        Norm   2fmCon     1.5Fin           6           8      1935
## 127        Norm   TwnhsE     1Story           6           5      1976
## 128        Norm     1Fam     1.5Unf           5           7      1930
## 129        Norm     1Fam     2Story           6           5      1966
## 130        Norm     1Fam     1Story           5           7      1958
## 131        Norm     1Fam     2Story           7           6      1966
## 132        Norm     1Fam     2Story           6           5      2000
## 133        Norm     1Fam     1Story           5           6      1959
## 134        Norm     1Fam     1Story           8           5      2001
## 135        Norm     1Fam     1Story           5           6      1968
## 136        Norm     1Fam     1Story           7           6      1970
## 137        Norm     1Fam     1Story           5           5      1967
## 138        Norm   Duplex     1Story           7           5      1988
## 139        Norm     1Fam     2Story           8           5      1999
## 140        Norm     1Fam     2Story           6           5      1997
## 141        Norm     1Fam     1Story           4           5      1971
## 142        Norm     1Fam     1Story           7           5      2005
## 143        Norm     1Fam     1.5Fin           5           4      1952
## 144        Norm     1Fam     1Story           7           5      1999
## 145        Norm   Duplex     1Story           5           5      1963
## 146        Norm    Twnhs     2Story           6           5      2004
## 147        Norm     1Fam     1Story           5           7      1931
## 148        Norm     1Fam     2Story           7           5      2001
## 149        Norm     1Fam     1Story           7           5      2004
## 150        Norm     1Fam     1.5Fin           5           4      1936
## 151        Norm     1Fam     1Story           5           6      1975
## 152        Norm     1Fam     1Story           8           5      2007
## 153        Norm     1Fam     2Story           6           5      1971
## 154        Norm     1Fam     1Story           6           7      1960
## 155        Norm     1Fam     1Story           6           5      1923
## 156        Norm     1Fam     1.5Fin           6           5      1924
## 157        Norm     1Fam     1Story           5           7      1950
## 158        Norm     1Fam     2Story           8           5      2009
## 159        Norm     1Fam     2Story           7           5      2004
## 160        Norm     1Fam     2Story           7           5      2005
## 161        Norm     1Fam     1Story           6           6      1984
## 162        Norm     1Fam     2Story           9           5      2003
## 163        Norm     1Fam     1Story           7           5      2005
## 164        Norm     1Fam     1.5Unf           4           6      1956
## 165        Norm     1Fam     1Story           6           7      1926
## 166        Norm   2fmCon     1.5Fin           5           7      1940
## 167        Norm     1Fam     1Story           5           5      1955
## 168        Norm     1Fam     2Story           8           5      2007
## 169        Norm     1Fam     2Story           7           5      2004
## 170        Norm     1Fam     1Story           8           6      1981
## 171        Norm     1Fam     1.5Fin           5           6      1941
## 172        Norm     1Fam     1Story           6           5      1960
## 173        Norm   TwnhsE     2Story           7           7      1987
## 174        Norm     1Fam     1Story           6           5      1961
## 175        Norm     1Fam     1Story           6           5      1986
## 176        Norm     1Fam     1Story           6           7      1950
## 177        Norm     1Fam     2Story           6           5      1988
## 178        Norm     1Fam     1.5Fin           5           5      1958
## 179        Norm     1Fam     1Story           9           5      2008
## 180        Norm     1Fam     1Story           5           6      1923
## 181        Norm    Twnhs     2Story           6           5      2000
## 182        Norm     1Fam     2Story           7           6      1920
## 183        Norm     1Fam     1Story           5           6      1957
## 184        Norm     1Fam     1.5Fin           7           5      2003
## 185       Feedr     1Fam     1.5Fin           5           8      1908
## 186        Norm     1Fam     2.5Fin          10           9      1892
## 187        Norm     1Fam       SLvl           7           5      1990
## 188        Norm     1Fam     1.5Fin           5           7      1916
## 189        Norm   Duplex     SFoyer           5           5      1979
## 190        Norm   TwnhsE     1Story           8           5      2001
## 191        Norm     1Fam     2Story           8           8      1932
## 192        Norm     1Fam     2Story           7           9      1972
## 193        Norm     1Fam     1Story           7           5      1999
## 194        Norm    Twnhs     2Story           7           5      2004
## 195        Norm     1Fam     1Story           5           7      1972
## 196        Norm    Twnhs     2Story           6           6      1976
## 197        Norm     1Fam     1Story           7           5      2007
## 198        Norm     1Fam     2Story           8           4      1918
## 199        Norm     1Fam     2.5Fin           6           6      1912
## 200        Norm     1Fam     1Story           8           5      2004
## 201        Norm     1Fam     1Story           4           5      2003
## 202        Norm     1Fam     1Story           6           6      1977
## 203        Norm     1Fam     1.5Fin           6           6      1924
## 204        Norm   TwnhsE     1Story           6           5      2004
## 205        Norm     1Fam     1.5Fin           5           7      1947
## 206        Norm     1Fam     1Story           7           5      1990
## 207        Norm     1Fam     1Story           5           5      1962
## 208        Norm     1Fam     1Story           4           5      1960
## 209        Norm     1Fam     2Story           7           5      1988
## 210        Norm     1Fam     1Story           6           7      1964
## 211        Norm     1Fam     1Story           5           6      1925
## 212        Norm     1Fam     1Story           6           5      2009
## 213        Norm     1Fam     2Story           7           5      2009
## 214        Norm     1Fam     1Story           5           5      1995
## 215        Norm     1Fam     2Story           6           7      1977
## 216        Norm     1Fam     1Story           5           6      1957
## 217        Norm     1Fam     1Story           7           5      2004
## 218        Norm     1Fam     2Story           4           4      1925
## 219        Norm     1Fam     1.5Fin           7           9      1939
## 220        Norm   TwnhsE     1Story           7           5      2005
## 221        Norm     1Fam     1Story           7           5      2006
## 222        Norm     1Fam     2Story           6           5      2002
## 223        Norm     1Fam     2Story           6           6      1975
## 224        Norm     1Fam     1Story           4           6      1971
## 225        Norm     1Fam     1Story          10           5      2003
## 226        Norm    Twnhs     2Story           5           5      1971
## 227        Norm     1Fam     2Story           7           5      1995
## 228        Norm    Twnhs     2Story           6           6      1970
## 229        Norm     1Fam     1Story           5           5      1967
## 230        Norm   TwnhsE     1Story           7           5      2005
## 231        Norm     1Fam     1Story           6           6      1959
## 232        Norm     1Fam     2Story           8           5      1995
## 233        Norm    Twnhs     2Story           6           5      1972
## 234        Norm     1Fam     1Story           5           6      1976
## 235        Norm     1Fam     2Story           6           5      2002
## 236        Norm   TwnhsE     2Story           6           3      1971
## 237        Norm     1Fam     1Story           7           5      2004
## 238        Norm     1Fam     2Story           7           7      1993
## 239        Norm     1Fam     1Story           8           5      2007
## 240        Norm     1Fam     1.5Fin           6           4      1945
## 241        Norm     1Fam     1Story           8           5      2008
## 242        Norm     1Fam     1Story           5           9      1945
## 243        Norm     1Fam     1.5Fin           5           4      1900
## 244        Norm   TwnhsE     2Story           6           6      1980
## 245        Norm     1Fam     2Story           7           5      1994
## 246        Norm     1Fam     1Story           7           5      1988
## 247        Norm   2fmCon     2Story           6           8      1910
## 248        Norm     1Fam     1Story           6           5      1954
## 249        Norm     1Fam     2Story           7           5      2003
## 250        Norm     1Fam     1.5Fin           6           7      1958
## 251        Norm     1Fam     1Story           3           2      1940
## 252        Norm   TwnhsE     1Story           8           5      2006
## 253        Norm     1Fam     2Story           6           5      2004
## 254        Norm     1Fam       SLvl           6           7      1964
## 255        Norm     1Fam     1Story           5           6      1957
## 256        Norm     1Fam     2Story           7           5      1999
## 257        Norm     1Fam     2Story           6           5      2003
## 258        Norm     1Fam     1Story           7           5      2006
## 259        Norm     1Fam     2Story           7           5      2001
## 260        Norm     1Fam     1Story           5           5      1956
## 261        Norm     1Fam       SLvl           6           5      1962
## 262        Norm     1Fam     2Story           8           5      2007
## 263        Norm     1Fam       SLvl           6           7      1977
## 264        Norm     1Fam     1.5Fin           5           7      1929
## 265        Norm     1Fam     1Story           5           5      1925
## 266        Norm     1Fam     1Story           6           6      1981
## 267        Norm     1Fam     2Story           6           5      1997
## 268        Norm     1Fam     2.5Fin           5           8      1939
## 269        Norm     1Fam     1Story           5           6      1940
## 270        Norm     1Fam     1Story           6           7      1976
## 271        Norm     1Fam     2Story           8           5      2006
## 272        Norm     1Fam     1Story           7           7      1954
## 273        Norm     1Fam     2Story           8           7      1999
## 274        Norm     1Fam     1Story           6           6      1958
## 275        Norm     1Fam     1Story           5           7      1982
## 276        Norm     1Fam     1.5Fin           7           7      1925
## 277        Norm     1Fam     1Story           7           5      2003
## 278        Norm     1Fam     1Story           4           5      1951
## 279        Norm     1Fam     1Story           9           5      2006
## 280        Norm     1Fam     2Story           7           5      1977
## 281        Norm     1Fam     2Story           7           6      1989
## 282        Norm     1Fam     1Story           6           5      2006
## 283        Norm    Twnhs     1Story           7           5      2007
## 284        Norm     1Fam     1Story           8           5      2008
## 285        Norm   TwnhsE     1Story           6           5      1992
## 286        Norm   TwnhsE     2Story           7           5      2006
## 287        Norm     1Fam     1.5Fin           6           7      1962
## 288        Norm     1Fam     1Story           4           4      1971
## 289        Norm     1Fam     1Story           5           5      1967
## 290        Norm     1Fam     2Story           6           7      1915
## 291        Norm     1Fam     2Story           8           5      2006
## 292        Norm   2fmCon     2Story           5           6      1912
## 293        Norm     1Fam     1.5Fin           5           4      1949
## 294        Norm     1Fam     2Story           7           7      1977
## 295        Norm     1Fam     1Story           6           5      1953
## 296        Norm     1Fam       SLvl           6           6      1984
## 297        Norm     1Fam     1.5Fin           5           5      1950
## 298        Norm     1Fam     2Story           7           5      1997
## 299        Norm     1Fam     2Story           6           6      1968
## 300        Norm     1Fam     1Story           6           8      1950
## 301        Norm   2fmCon     1Story           5           5      1953
## 302        Norm     1Fam     2Story           8           5      1998
## 303        Norm     1Fam     1Story           7           5      2001
## 304        Norm     1Fam     1Story           5           7      1972
## 305        Norm     1Fam     2.5Fin           7           9      1880
## 306        Norm     1Fam     1Story           8           5      2004
## 307        Norm     1Fam     2Story           7           5      1990
## 308        Norm     1Fam     1.5Fin           6           7      1920
## 309        Norm     1Fam     1Story           4           5      1940
## 310        Norm     1Fam     1Story           9           5      2003
## 311        Norm     1Fam     2Story           6           5      1993
## 312        Norm     1Fam     1Story           6           6      1948
## 313        Norm   2fmCon     1.5Fin           5           7      1939
## 314        Norm     1Fam     1Story           7           5      1965
## 315        Norm     1Fam     2Story           7           7      1925
## 316        Norm     1Fam     2Story           7           5      2004
## 317        Norm     1Fam     2Story           7           7      1980
## 318        Norm     1Fam     2Story           8           5      2006
## 319        Norm     1Fam     2Story           7           5      1993
## 320        Norm     1Fam       SLvl           7           5      1980
## 321        Norm     1Fam     2Story           9           5      2006
## 322        Norm     1Fam     2Story           8           5      2004
## 323        Norm     1Fam     2Story           7           5      1986
## 324        Norm     1Fam     1Story           3           8      1955
## 325        Norm     1Fam       SLvl           7           7      1967
## 326        Norm     1Fam     1.5Unf           5           6      1941
## 327        Norm   TwnhsE     1Story           8           5      1993
## 328        Norm     1Fam     1Story           6           5      1960
## 329        Norm     1Fam     2.5Unf           6           6      1916
## 330        Norm     1Fam     2Story           5           5      1920
## 331        Norm   Duplex     1Story           5           4      1964
## 332        Norm     1Fam     1Story           5           6      1958
## 333        Norm     1Fam     1Story           8           5      2003
## 334        Norm   TwnhsE     1Story           7           5      2004
## 335        Norm     1Fam     2Story           6           5      1998
## 336        Norm   2fmCon     1.5Fin           5           6      1965
## 337        Norm     1Fam     1Story           9           5      2005
## 338        Norm     1Fam     1Story           7           5      2002
## 339        Norm     1Fam     1Story           7           7      1984
## 340        Norm     1Fam     1Story           6           7      1958
## 341        Norm     1Fam     2Story           8           5      2002
## 342        Norm     1Fam     1Story           4           4      1950
## 343        Norm   Duplex     1Story           3           4      1949
## 344        Norm   TwnhsE     1Story           9           5      2005
## 345        Norm   TwnhsE     2Story           5           3      1976
## 346        Norm     1Fam     1.5Fin           6           5      1939
## 347        Norm     1Fam     1Story           6           8      1960
## 348        Norm     1Fam     1Story           6           5      1960
## 349        Norm    Twnhs     2Story           7           5      2003
## 350        Norm     1Fam     2Story           9           5      2005
## 351        Norm   TwnhsE     1Story           9           5      2007
## 352        Norm     1Fam     1Story           7           5      1986
## 353        Norm     1Fam     1.5Fin           5           6      1941
## 354        Norm     1Fam     1Story           6           8      1928
## 355        Norm     1Fam     1.5Fin           6           5      1940
## 356        Norm     1Fam     1Story           6           5      1995
## 357        Norm     1Fam     1Story           6           6      1992
## 358        Norm   TwnhsE     1Story           5           5      1976
## 359        Norm     1Fam       SLvl           5           4      1958
## 360        Norm     1Fam     2Story           8           5      1998
## 361        Norm     1Fam     SFoyer           6           6      1978
## 362        Norm     1Fam     1.5Fin           5           5      1940
## 363        Norm     1Fam     SFoyer           7           5      2003
## 364        Norm    Twnhs     2Story           6           8      1972
## 365        Norm     1Fam     2Story           6           5      1976
## 366        Norm     1Fam     2Story           5           7      1920
## 367        Norm     1Fam     1Story           6           5      1963
## 368        Norm     1Fam       SLvl           6           5      1962
## 369        Norm     1Fam     1Story           5           6      1954
## 370        Norm     1Fam     1Story           5           7      1959
## 371        Norm     1Fam     2Story           6           5      2000
## 372        Norm     1Fam     1.5Fin           4           4      1959
## 373        Norm   TwnhsE     1Story           6           5      1984
## 374        Norm     1Fam     1Story           5           6      1953
## 375        Norm     1Fam     2Story           7           5      2003
## 376        Norm     1Fam     1Story           1           1      1922
## 377        Norm     1Fam     SFoyer           5           5      1996
## 378        Norm     1Fam     2Story           8           5      2004
## 379        Norm     1Fam     1Story           9           2      2010
## 380        Norm     1Fam     2Story           6           5      2000
## 381        Norm     1Fam     1.5Fin           5           6      1924
## 382        Norm     1Fam     1Story           7           5      2006
## 383        Norm     1Fam     2Story           7           5      2006
## 384        Norm     1Fam     1.5Unf           6           3      1928
## 385        Norm     1Fam     2Story           6           5      1992
## 386        Norm   TwnhsE     1Story           8           5      2004
## 387        Norm     1Fam     1.5Fin           5           3      1910
## 388        Norm     1Fam       SLvl           6           6      1976
## 389        Norm     1Fam     1Story           7           5      1999
## 390        Norm     1Fam     2Story          10           5      2007
## 391        Norm     1Fam     1.5Fin           5           8      1900
## 392        Norm     1Fam     2Story           6           5      2001
## 393        Norm     1Fam     1Story           5           7      1959
## 394        Norm     1Fam     1Story           4           5      1941
## 395        Norm     1Fam     1.5Fin           5           6      1940
## 396        Norm     1Fam     1Story           5           6      1956
## 397        Norm     1Fam     1Story           5           5      1972
## 398        Norm     1Fam     2Story           5           5      1962
## 399        Norm     1Fam     1Story           5           2      1920
## 400        Norm     1Fam     2Story           7           5      2006
## 401        Norm   TwnhsE     1Story           8           5      1996
## 402        Norm     1Fam     1Story           7           5      2005
## 403        Norm     1Fam     1Story           5           8      1940
## 404        Norm     1Fam     2Story           8           5      1998
## 405        Norm     1Fam     2Story           6           5      1995
## 406        Norm     1Fam     1Story           4           4      1976
## 407        Norm     1Fam     1.5Fin           6           5      1936
## 408        Norm     1Fam     2Story           6           7      1915
## 409        Norm     1Fam     2Story           7           5      2006
## 410        Norm     1Fam     2Story           8           5      2007
## 411        Norm     1Fam     1Story           5           3      1958
## 412        Norm   2fmCon     1Story           5           5      1955
## 413        Norm     1Fam     1Story           7           5      2009
## 414        Norm     1Fam     1Story           5           6      1927
## 415        Norm     1Fam     2Story           7           5      1993
## 416        Norm     1Fam     1Story           7           5      2007
## 417        Norm     1Fam     2Story           6           7      1978
## 418        Norm     1Fam     2Story           6           6      1918
## 419        Norm     1Fam     1.5Fin           5           6      1940
## 420        Norm     1Fam     1Story           5           6      1968
## 421        Norm   Duplex     SFoyer           7           5      1997
## 422        Norm     1Fam     1Story           6           7      1977
## 423        Norm     1Fam     1Story           5           5      1954
## 424        Norm     1Fam     2Story           8           5      1998
## 425        Norm     1Fam     1Story           6           5      1956
## 426        Norm     1Fam     2Story           7           8      1946
## 427        Norm     1Fam       SLvl           7           5      1989
## 428        Norm     1Fam     1Story           4           6      1957
## 429        Norm     1Fam     1Story           7           5      2007
## 430        Norm     1Fam     1Story           6           5      1988
## 431        Norm    Twnhs     2Story           6           5      1971
## 432        Norm     1Fam     1.5Fin           6           7      1920
## 433        Norm   TwnhsE     2Story           5           5      1971
## 434        Norm     1Fam     2Story           6           5      1997
## 435        Norm    Twnhs     SFoyer           4           7      1972
## 436        Norm     1Fam     2Story           7           6      1996
## 437        Norm     1Fam     1.5Fin           6           8      1920
## 438        Norm     1Fam     1.5Unf           6           7      1926
## 439        Norm     1Fam     1Story           5           6      1913
## 440        Norm     1Fam     1.5Fin           6           8      1920
## 441        Norm     1Fam     1Story          10           5      2008
## 442        Norm   Duplex     1Story           4           4      1955
## 443        Norm     1Fam     1.5Fin           5           7      1930
## 444        Norm   TwnhsE     1Story           7           5      2006
## 445        Norm     1Fam     2Story           7           5      1994
## 446        Norm     1Fam     1Story           6           5      1956
## 447        Norm     1Fam     1Story           6           6      1966
## 448        Norm     1Fam     2Story           7           5      1998
## 449        Norm     1Fam     1.5Fin           6           6      1937
## 450        Norm     1Fam     1.5Fin           3           7      1948
## 451        Norm     1Fam     1Story           6           8      1930
## 452        Norm     1Fam     1Story           7           5      1975
## 453        Norm     1Fam     2Story           6           5      1996
## 454        Norm     1Fam     2Story           8           5      2008
## 455        Norm   Duplex     1Story           5           5      1976
## 456        Norm     1Fam     1Story           7           6      1973
## 457        Norm     1Fam     2Story           5           5      1916
## 458        Norm     1Fam     1Story           4           6      1954
## 459        Norm     1Fam     2Story           8           7      1925
## 460        Norm     1Fam     1.5Fin           5           4      1950
## 461        Norm     1Fam     2Story           8           5      2009
## 462        Norm     1Fam     2Story           7           9      1936
## 463        Norm     1Fam     1Story           5           5      1965
## 464        Norm     1Fam     2Story           6           7      1934
## 465        Norm     1Fam     1Story           5           5      1978
## 466        Norm   TwnhsE     1Story           7           5      2004
## 467        Norm     1Fam     1Story           7           5      1970
## 468        Norm     1Fam     2Story           5           7      1942
## 469        Norm     1Fam     1Story           8           5      2006
## 470        Norm     1Fam     2Story           6           5      1993
## 471        Norm   TwnhsE     1Story           8           5      1985
## 472        Norm     1Fam     2Story           7           6      1977
## 473        Norm   TwnhsE       SLvl           6           5      2005
## 474        Norm     1Fam     1Story           8           5      2006
## 475        Norm   TwnhsE     1Story           8           5      2000
## 476        Norm     1Fam     1Story           5           6      1963
## 477        Norm     1Fam     1Story           6           5      1997
## 478        Norm     1Fam     2Story           9           5      2006
## 479        Norm     1Fam     1Story           8           5      2007
## 480        Norm     1Fam     1Story           4           7      1937
## 481        Norm     1Fam     1Story           9           5      2004
## 482        Norm     1Fam     1Story           9           5      2003
## 483        Norm     1Fam     2Story           7           8      1915
## 484        Norm    Twnhs     1Story           6           5      1998
## 485        Norm     1Fam     1Story           5           7      1962
## 486        Norm     1Fam     1Story           5           7      1950
## 487        Norm     1Fam     1Story           5           7      1965
## 488        Norm     1Fam     1Story           5           6      1971
## 489        Norm   2fmCon     1.5Fin           5           4      1900
## 490        Norm    Twnhs     SFoyer           4           8      1970
## 491        Norm   TwnhsE     2Story           5           6      1976
## 492        Norm     1Fam     1.5Fin           6           7      1941
## 493        Norm     1Fam     2Story           6           5      2006
## 494        Norm     1Fam     1Story           5           6      1960
## 495        Norm     1Fam     1Story           5           8      1938
## 496        Norm     1Fam     1Story           4           5      1920
## 497        Norm     1Fam     1Story           8           5      1992
## 498        Norm     1Fam     1.5Fin           7           6      1925
## 499        Norm     1Fam     1Story           5           7      1967
## 500        Norm     1Fam     1Story           5           7      1958
## 501        Norm    Twnhs     2Story           6           5      1973
## 502        Norm     1Fam     2Story           7           5      2005
## 503        Norm     1Fam     1Story           5           7      1965
## 504        Norm     1Fam     1Story           7           8      1959
## 505        Norm   TwnhsE     2Story           6           5      1974
## 506        Norm   Duplex     2Story           5           5      1952
## 507        Norm     1Fam     2Story           8           5      1993
## 508        Norm     1Fam     1Story           6           5      2009
## 509        Norm     1Fam     2Story           7           9      1928
## 510        Norm     1Fam     1Story           5           6      1959
## 511        Norm     1Fam     1Story           5           7      1951
## 512        Norm   TwnhsE     1Story           7           5      2005
## 513        Norm     1Fam     1Story           5           5      1958
## 514        Norm     1Fam     1Story           6           5      1983
## 515        Norm     1Fam     1.5Unf           5           5      1926
## 516        Norm     1Fam     1Story          10           5      2009
## 517        Norm     1Fam       SLvl           6           6      1972
## 518        Norm     1Fam     2Story           7           5      1996
## 519        Norm     1Fam     2Story           6           5      1998
## 520        Norm     1Fam     2Story           7           9      1926
## 521        Norm   2fmCon     2Story           4           7      1900
## 522        Norm     1Fam     1Story           6           6      1957
## 523        Norm     1Fam     1.5Fin           6           7      1947
## 524        PosN     1Fam     2Story          10           5      2007
## 525        Norm     1Fam     2Story           7           5      1996
## 526        Norm     1Fam     1Story           7           5      2005
## 527        Norm     1Fam     1Story           5           7      1956
## 528        Norm     1Fam     2Story           9           5      2008
## 529        Norm     1Fam     1Story           4           7      1920
## 530        Norm     1Fam     1Story           6           3      1957
## 531        Norm     1Fam       SLvl           6           5      1988
## 532       Feedr     1Fam     2Story           6           8      1920
## 533        Norm     1Fam     1Story           5           7      1955
## 534        Norm     1Fam     1Story           1           3      1946
## 535        Norm     1Fam     2Story           8           5      2004
## 536        Norm   2fmCon     2Story           5           7      1910
## 537        Norm     1Fam     2Story           7           5      1998
## 538        Norm     1Fam     1Story           4           5      1972
## 539        Norm     1Fam     1Story           5           5      1968
## 540        Norm     1Fam     1Story           8           5      2001
## 541        Norm     1Fam     1Story           9           5      2006
## 542        Norm     1Fam     2Story           8           5      2000
## 543        Norm     1Fam     1Story           7           5      1998
## 544        Norm   TwnhsE     SFoyer           7           5      1998
## 545        Norm     1Fam     2Story           7           5      2006
## 546        Norm     1Fam     1.5Fin           7           5      1988
## 547        Norm     1Fam     1.5Fin           6           7      1923
## 548        Norm     1Fam     SFoyer           5           7      1970
## 549        RRNn     1Fam     1Story           5           7      1955
## 550        Norm     1Fam     2Story           7           5      2003
## 551        Norm   TwnhsE     1Story           6           6      1977
## 552        Norm     1Fam     1Story           5           6      1957
## 553        Norm     1Fam     1Story           8           5      2006
## 554        Norm     1Fam     1Story           4           5      1949
## 555        Norm     1Fam     2Story           7           5      2003
## 556        Norm     1Fam     1.5Unf           5           6      1922
## 557        Norm     1Fam     1Story           5           5      1957
## 558        Norm     1Fam     1.5Fin           4           6      1920
## 559        Norm     1Fam     2Story           7           5      1996
## 560        Norm   TwnhsE     1Story           7           5      2003
## 561        Norm     1Fam     1Story           5           6      1957
## 562        Norm     1Fam     1Story           5           5      1974
## 563        Norm     1Fam     1Story           5           6      1940
## 564        Norm     1Fam     1.5Fin           6           7      1918
## 565        Norm     1Fam     2Story           7           5      1992
## 566        Norm     1Fam     2Story           6           4      1915
## 567        Norm     1Fam     2Story           9           5      2005
## 568        Norm     1Fam     1Story           7           5      2004
## 569        Norm     1Fam     1.5Fin           8           8      1983
## 570        Norm   Duplex     SFoyer           5           5      1979
## 571        Norm   Duplex     1Story           5           5      1965
## 572        Norm     1Fam     1Story           6           6      1959
## 573        Norm     1Fam     2Story           7           5      2009
## 574        Norm     1Fam       SLvl           7           5      2000
## 575        Norm     1Fam       SLvl           5           7      1971
## 576        Norm     1Fam     1.5Fin           5           5      1947
## 577        Norm     1Fam     1.5Fin           7           7      1928
## 578        Norm     1Fam       SLvl           5           6      1966
## 579        Norm   TwnhsE     2Story           7           5      2007
## 580        Norm     1Fam     1.5Fin           5           5      1954
## 581        Norm     1Fam     1Story           6           6      1960
## 582        Norm     1Fam     1Story           8           5      2008
## 583        Norm   Duplex     SFoyer           6           5      1990
## 584        PosA     1Fam     2.5Unf          10           9      1893
## 585        Norm     1Fam     1.5Fin           4           7      1935
## 586        Norm     1Fam     1Story           8           5      2005
## 587        Norm     1Fam     1Story           6           7      1918
## 588        Norm     1Fam     SFoyer           5           6      1982
## 589        Norm     1Fam     1Story           5           8      1968
## 590       Feedr     1Fam     1Story           5           6      1930
## 591        Norm     1Fam     2Story           7           5      2004
## 592        Norm     1Fam     2Story          10           5      2008
## 593        Norm     1Fam     1Story           5           8      1982
## 594        Norm   TwnhsE     1Story           6           5      2003
## 595        Norm     1Fam     1Story           5           6      1975
## 596        Norm     1Fam     1Story           8           5      2005
## 597        Norm     1Fam     2Story           6           7      1910
## 598        Norm   TwnhsE     1Story           7           5      2006
## 599        Norm     1Fam     1Story           5           6      1977
## 600        Norm    Twnhs     2Story           6           6      1980
## 601        Norm     1Fam     2Story           8           5      2005
## 602        Norm     1Fam     1.5Fin           6           6      1937
## 603        Norm     1Fam     2Story           8           5      1992
## 604        Norm   TwnhsE     2Story           7           5      2004
## 605        Norm     1Fam     1Story           7           5      2002
## 606        Norm     1Fam     2Story           7           6      1965
## 607        Norm     1Fam     1Story           5           5      1996
## 608        Norm     1Fam     2Story           5           8      1948
## 609        Norm     1Fam     2Story           8           6      1934
## 610        Norm     1Fam     1Story           4           5      1961
## 611        Norm     1Fam     2Story           9           5      2000
## 612        Norm     1Fam       SLvl           6           6      1978
## 613        Norm     1Fam     2Story           8           5      2001
## 614        Norm     1Fam     1Story           5           5      2007
## 615        Norm   TwnhsE     SFoyer           4           6      1972
## 616        Norm     1Fam     SFoyer           6           7      1963
## 617        Norm     1Fam     2Story           6           5      2002
## 618        Norm     1Fam     1.5Unf           6           6      1954
## 619        Norm     1Fam     1Story           9           5      2007
## 620        Norm     1Fam     2Story           8           5      2003
## 621        Norm     1Fam     1Story           3           3      1914
## 622        Norm     1Fam     2Story           6           7      1974
## 623        Norm     1Fam     1Story           5           6      1977
## 624        Norm   TwnhsE     2Story           6           5      2000
## 625        Norm     1Fam     2Story           6           5      1972
## 626        Norm     1Fam     1Story           6           6      1962
## 627        Norm     1Fam     1Story           5           5      1960
## 628        Norm     1Fam       SLvl           6           6      1955
## 629        Norm     1Fam     2Story           5           5      1969
## 630        Norm     1Fam       SLvl           6           5      1964
## 631        Norm     1Fam     2Story           5           6      1880
## 632        Norm    Twnhs     1Story           8           5      2006
## 633        Norm     1Fam     1Story           7           5      1977
## 634        Norm     1Fam     1Story           5           7      1954
## 635        Norm   Duplex     SFoyer           6           5      1980
## 636        Norm   2fmCon     2.5Fin           6           7      1914
## 637        Norm     1Fam     1Story           2           3      1936
## 638        Norm   2fmCon     1.5Fin           5           4      1954
## 639        Norm     1Fam     1Story           5           7      1910
## 640        Norm   TwnhsE     1Story           8           5      2006
## 641        Norm   TwnhsE     1Story           8           5      2003
## 642        Norm     1Fam     2Story           7           5      2001
## 643        Norm     1Fam       SLvl           8           7      1972
## 644        Norm     1Fam     2Story           5           5      1969
## 645        Norm     1Fam     1Story           9           5      2009
## 646        Norm     1Fam     1Story           6           5      1971
## 647        Norm     1Fam     1Story           5           5      1950
## 648        Norm     1Fam     1Story           6           5      1953
## 649        Norm     1Fam     2Story           6           5      1966
## 650        Norm    Twnhs     SFoyer           4           6      1970
## 651        Norm     1Fam     2Story           7           6      2007
## 652        Norm     1Fam     2Story           4           5      1940
## 653        Norm     1Fam     2Story           7           5      1996
## 654        Norm     1Fam     1.5Fin           6           7      1906
## 655        Norm     1Fam     1Story           8           6      1995
## 656        Norm    Twnhs     2Story           6           5      1971
## 657        Norm     1Fam     1Story           5           7      1959
## 658        Norm     1Fam     2Story           7           6      1931
## 659        Norm     1Fam     1.5Fin           6           5      1948
## 660        Norm     1Fam     1Story           5           7      1964
## 661        Norm     1Fam     2Story           7           7      1976
## 662        Norm     1Fam     2Story           8           7      1994
## 663        Norm     1Fam     1Story           6           3      1968
## 664        Norm     1Fam     SFoyer           4           5      1972
## 665        Norm     1Fam     1Story           8           5      2005
## 666        Norm     1Fam     2Story           8           5      2000
## 667        Norm     1Fam     2Story           6           5      1965
## 668        Norm     1Fam     1Story           6           5      1994
## 669        Norm     1Fam     1Story           5           6      1956
## 670        Norm     1Fam     1Story           4           5      1922
## 671        Norm     1Fam     2Story           6           5      2005
## 672        Norm     1Fam     2Story           6           6      1925
## 673        Norm     1Fam     1Story           6           6      1977
## 674        Norm     1Fam     1Story           6           7      1957
## 675        Norm     1Fam     1Story           6           6      1965
## 676        Norm    Twnhs     2Story           6           6      1978
## 677        Norm     1Fam     2Story           4           2      1900
## 678        Norm     1Fam     1Story           5           8      1924
## 679        Norm     1Fam     1Story           8           5      2008
## 680        Norm     1Fam     1Story           5           5      1961
## 681        Norm   TwnhsE     1Story           6           5      1980
## 682        Norm     1Fam     1.5Fin           5           5      1932
## 683        Norm     1Fam     1Story           6           5      1996
## 684        Norm     1Fam     1Story           9           5      2002
## 685        Norm     1Fam     2Story           7           5      1998
## 686        Norm   TwnhsE     2Story           7           5      1984
## 687        Norm     1Fam     2Story           7           6      2007
## 688        Norm   TwnhsE     2Story           7           5      2004
## 689        Norm     1Fam     1Story           8           6      2007
## 690        Norm   TwnhsE     1Story           6           5      2005
## 691        Norm   TwnhsE     1Story           6           5      2004
## 692        Norm     1Fam     2Story          10           6      1994
## 693        Norm     1Fam     2Story           7           5      1989
## 694        Norm     1Fam     1Story           5           6      1921
## 695        Norm     1Fam     1.5Fin           5           6      1936
## 696        Norm     1Fam     1Story           6           6      1987
## 697        Norm     1Fam     1Story           5           7      1921
## 698        Norm     1Fam     1Story           5           7      1952
## 699        Norm     1Fam     1Story           5           8      1965
## 700        Norm   TwnhsE     1Story           7           5      2004
## 701        Norm     1Fam     1Story           8           5      2002
## 702        Norm     1Fam     1Story           7           5      1969
## 703        Norm     1Fam     2Story           8           5      2006
## 704        Norm   2fmCon     2Story           5           9      1900
## 705        Norm     1Fam     1Story           7           5      2004
## 706        Norm   2fmCon     2Story           4           5      1930
## 707        Norm     1Fam     1Story           7           5      1971
## 708        Norm   TwnhsE     1Story           8           5      2006
## 709        Norm     1Fam     2Story           7           5      2007
## 710        Norm     1Fam     1Story           5           7      1966
## 711        Norm     1Fam     1Story           3           6      1935
## 712        Norm     1Fam     1.5Fin           4           7      1900
## 713        Norm   TwnhsE     1Story           8           5      1988
## 714        Norm   2fmCon     1Story           4           5      1970
## 715        Norm     1Fam     2Story           6           8      1976
## 716        Norm     1Fam     1Story           6           5      1974
## 717        Norm     1Fam     2Story           7           8      1890
## 718        Norm     1Fam     1Story           5           6      1973
## 719        Norm     1Fam     2Story           7           5      1993
## 720        Norm     1Fam     1Story           5           6      1969
## 721        Norm     1Fam     1Story           8           5      1985
## 722        Norm   TwnhsE     1Story           6           5      2004
## 723        Norm     1Fam     1Story           4           7      1970
## 724        Norm     1Fam     1.5Fin           4           6      1954
## 725        Norm     1Fam     1Story           9           5      2007
## 726        Norm     1Fam     1Story           4           6      1970
## 727        Norm     1Fam     1Story           6           9      1988
## 728        Norm     1Fam     1Story           7           5      2007
## 729        Norm   Duplex     1Story           5           5      1958
## 730        Norm     1Fam     1.5Fin           4           5      1925
## 731        Norm   TwnhsE     1Story           8           5      1995
## 732        Norm     1Fam       SLvl           7           5      2003
## 733        Norm     1Fam     2Story           7           5      1998
## 734        Norm     1Fam     1Story           5           6      1961
## 735        Norm     1Fam     1Story           5           5      1968
## 736        Norm     1Fam     2.5Unf           7           7      1914
## 737        Norm   Duplex     1Story           3           4      1950
## 738        Norm     1Fam     2Story           8           5      2005
## 739        Norm   Duplex     1Story           5           5      1987
## 740        Norm     1Fam     2Story           7           5      2004
## 741        Norm     1Fam     2Story           5           7      1910
## 742        Norm     1Fam     1Story           6           8      1961
## 743        Norm     1Fam     1Story           7           5      2000
## 744        Norm     1Fam       SLvl           5           6      1963
## 745        Norm   TwnhsE     1Story           8           5      1993
## 746        Norm     1Fam     2Story           8           9      1976
## 747        Norm     1Fam     2Story           7           5      2000
## 748        Norm     1Fam     2Story           7           7      1880
## 749        Norm     1Fam     1Story           7           5      1996
## 750        Norm     1Fam     1.5Fin           4           3      1945
## 751        Norm     1Fam     1.5Fin           4           7      1910
## 752        Norm     1Fam     2Story           7           5      2003
## 753        Norm     1Fam     1Story           6           5      1997
## 754        Norm     1Fam     2Story           8           5      2005
## 755        Norm     1Fam     1Story           6           8      1969
## 756        Norm   TwnhsE     2Story           6           5      1999
## 757        Norm     1Fam     2Story           8           5      2007
## 758        Norm     1Fam     2Story           6           5      1978
## 759        Norm    Twnhs     2Story           7           5      1999
## 760        Norm     1Fam     2Story           8           5      1995
## 761        Norm     1Fam     1Story           6           6      1959
## 762        Norm     1Fam     1Story           5           5      1924
## 763        Norm     1Fam     2Story           7           5      2009
## 764        Norm     1Fam     2Story           8           5      1999
## 765        Norm   TwnhsE     1Story           8           5      1995
## 766        Norm     1Fam     1Story           9           5      2008
## 767        Norm     1Fam     2Story           7           5      1988
## 768        Norm     1Fam     1.5Fin           6           7      1940
## 769        Norm     1Fam     1Story           7           5      2004
## 770        Norm     1Fam     2Story           8           5      2003
## 771        Norm     1Fam     SFoyer           5           5      1982
## 772        Norm     1Fam     1Story           4           5      1951
## 773        Norm     1Fam       SLvl           6           5      1976
## 774        Norm     1Fam     1Story           5           5      1958
## 775        Norm     1Fam     1Story           8           5      2006
## 776        Norm   TwnhsE     1Story           6           5      1998
## 777        Norm     1Fam     1Story           7           5      2005
## 778        Norm     1Fam     1Story           5           5      1974
## 779        Norm   Duplex     1Story           5           5      1977
## 780        Norm   Duplex     SFoyer           6           5      1977
## 781        Norm     1Fam     1Story           7           5      1995
## 782        Norm     1Fam     2Story           6           5      1992
## 783        Norm     1Fam     1Story           7           5      2001
## 784        Norm     1Fam     SFoyer           5           6      1978
## 785        Norm     1Fam     2.5Unf           6           6      1914
## 786        Norm     1Fam     1Story           6           5      1967
## 787        Norm     1Fam     1.5Fin           5           6      1915
## 788        Norm     1Fam     2Story           7           5      2004
## 789        Norm     1Fam     1Story           4           7      1954
## 790        Norm     1Fam     2Story           6           8      1966
## 791        Norm   TwnhsE     1Story           7           5      2005
## 792        Norm     1Fam       SLvl           6           5      1976
## 793        Norm     1Fam     2Story           7           5      1996
## 794        Norm     1Fam     1Story           8           5      2007
## 795        Norm     1Fam     2Story           7           5      1994
## 796        Norm     1Fam     2Story           6           6      1980
## 797        Norm     1Fam     1Story           6           5      1977
## 798        Norm     1Fam     1Story           5           5      1953
## 799        Norm     1Fam     2Story           9           5      2008
## 800        Norm     1Fam     1.5Fin           5           7      1937
## 801        Norm     1Fam     2Story           6           5      1997
## 802        Norm     1Fam     1Story           4           7      1916
## 803        Norm     1Fam     2Story           7           5      2005
## 804        Norm     1Fam     2Story           9           5      2008
## 805        Norm     1Fam     1Story           5           5      1954
## 806        Norm     1Fam     1Story           7           5      2008
## 807        Norm     1Fam       SLvl           5           5      1967
## 808        Norm     1Fam     2Story           5           6      1923
## 809        Norm     1Fam       SLvl           5           5      1966
## 810        Norm     1Fam     2.5Unf           5           5      1898
## 811        Norm     1Fam     1Story           6           6      1974
## 812        Norm   TwnhsE     1Story           6           5      2004
## 813        Norm     1Fam     1Story           5           5      1952
## 814        Norm     1Fam     1Story           6           6      1958
## 815        Norm     1Fam     1.5Fin           5           7      1918
## 816        Norm     1Fam     1Story           7           5      1998
## 817        Norm     1Fam     1Story           5           6      1954
## 818        Norm     1Fam     1Story           8           5      2002
## 819        Norm     1Fam       SLvl           6           7      1971
## 820        Norm   TwnhsE     1Story           7           5      2009
## 821        Norm     1Fam     2Story           7           5      2003
## 822        Norm   2fmCon     1Story           4           4      1953
## 823        Norm     1Fam     2Story           7           5      2003
## 824        Norm     1Fam     1.5Fin           6           7      1940
## 825        Norm     1Fam     1Story           8           5      2006
## 826        PosN     1Fam     1Story          10           5      2007
## 827        Norm     1Fam     1.5Unf           5           6      1924
## 828        Norm     1Fam     1Story           7           5      2001
## 829        Norm     1Fam     2Story           5           5      1967
## 830        Norm    Twnhs     2Story           7           5      2005
## 831        Norm     1Fam     1Story           6           5      1957
## 832        Norm   TwnhsE     2Story           7           5      2005
## 833        Norm     1Fam     2Story           7           6      2003
## 834        Norm     1Fam     1Story           6           6      1964
## 835        Norm     1Fam     1Story           5           6      1961
## 836        Norm     1Fam     1Story           4           7      1950
## 837        Norm     1Fam     1Story           5           6      1948
## 838        Norm    Twnhs     2Story           6           5      1973
## 839        Norm     1Fam     1Story           5           6      1995
## 840        Norm     1Fam     1.5Fin           5           6      1946
## 841        Norm     1Fam     2Story           6           8      1925
## 842        Norm     1Fam     2Story           5           8      1904
## 843        Norm     1Fam       SLvl           6           7      1966
## 844        Norm   Duplex     1Story           5           4      1961
## 845        Norm     1Fam     1.5Fin           5           8      1915
## 846        Norm     1Fam     SFoyer           5           5      1975
## 847        Norm     1Fam     2Story           7           5      1993
## 848        Norm     1Fam     1Story           5           6      1972
## 849        Norm     1Fam     1.5Fin           6           8      1908
## 850        Norm     1Fam       SLvl           6           7      1976
## 851        Norm   TwnhsE     1Story           6           5      2003
## 852        Norm   TwnhsE     1Story           8           5      2003
## 853        Norm     1Fam     2.5Unf           7           5      1941
## 854        Norm     1Fam       SLvl           6           6      1964
## 855        Norm     1Fam     1Story           5           4      1955
## 856        Norm     1Fam     1Story           5           8      1962
## 857        Norm     1Fam       SLvl           6           6      1978
## 858        Norm     1Fam     2Story           6           5      1994
## 859        Norm     1Fam     1Story           7           5      1976
## 860        Norm     1Fam     2Story           6           7      1968
## 861        Norm     1Fam     1.5Fin           7           8      1918
## 862        Norm   2fmCon     1Story           5           4      1965
## 863        Norm     1Fam     1Story           6           5      1984
## 864        Norm     1Fam     1Story           5           5      1959
## 865        Norm     1Fam     1Story           7           5      2007
## 866        Norm     1Fam     1Story           5           6      1970
## 867        Norm     1Fam     1Story           8           5      2006
## 868        Norm     1Fam     1Story           4           5      1961
## 869        Norm     1Fam     2Story           5           6      1948
## 870        Norm     1Fam     2Story           7           5      1993
## 871        Norm     1Fam     1Story           5           5      1962
## 872        Norm     1Fam     2Story           6           5      1998
## 873        Norm     1Fam     1Story           5           7      1953
## 874        Norm     1Fam     1Story           5           7      1949
## 875        Norm     1Fam     1.5Fin           5           6      1941
## 876        Norm     1Fam     2Story           8           5      2007
## 877        Norm     1Fam     1Story           4           5      1963
## 878        Norm     1Fam     2Story           9           5      2004
## 879        Norm     1Fam     SFoyer           5           7      1961
## 880        Norm     1Fam     1Story           5           8      1978
## 881        Norm     1Fam     1Story           5           5      2005
## 882        Norm     1Fam     1.5Fin           7           5      1990
## 883        Norm     1Fam     2Story           6           5      1992
## 884        Norm     1Fam     2.5Fin           4           5      1912
## 885        Norm     1Fam     1Story           5           5      1967
## 886        Norm   TwnhsE     1Story           9           5      1999
## 887        Norm   Duplex     1Story           5           5      1959
## 888        Norm     1Fam     1.5Fin           5           7      1955
## 889        Norm     1Fam     1Story           8           6      1970
## 890        Norm     1Fam     1Story           6           4      1953
## 891        Norm     1Fam     1.5Fin           5           7      1949
## 892        Norm     1Fam     2Story           6           5      1978
## 893        Norm     1Fam     1Story           6           8      1963
## 894        Norm     1Fam     1Story           5           5      1954
## 895        Norm   Duplex     1Story           5           5      1979
## 896        Norm     1Fam     2Story           6           5      1963
## 897        Norm     1Fam     1Story           4           6      1936
## 898        Norm   Duplex     2Story           5           5      1979
## 899        Norm     1Fam     1Story           9           5      2009
## 900        Norm     1Fam     1Story           5           7      1961
## 901        Norm     1Fam     1Story           4           6      1971
## 902        Norm     1Fam     1Story           5           7      1957
## 903        Norm     1Fam     2Story           7           5      2003
## 904        Norm     1Fam     1Story           7           5      2006
## 905        Norm     1Fam     1Story           5           6      1967
## 906        Norm     1Fam     1Story           5           5      1954
## 907        Norm     1Fam     1Story           8           5      2006
## 908        Norm     1Fam     1.5Fin           7           7      1936
## 909        Norm     1Fam     1Story           5           5      1983
## 910        Norm     1Fam     2Story           6           5      2005
## 911        Norm   Duplex     2Story           5           5      1960
## 912        Norm     1Fam     1Story           5           7      1977
## 913        Norm     1Fam     1Story           5           7      1925
## 914        Norm   Duplex     2Story           5           6      1949
## 915        Norm   TwnhsE     2Story           6           5      2009
## 916        Norm    Twnhs     2Story           4           5      1970
## 917        Norm     1Fam     1Story           2           3      1949
## 918        Norm     1Fam     1Story           4           6      1956
## 919        Norm     1Fam     2Story           7           5      1991
## 920        Norm     1Fam     1Story           6           8      1958
## 921        Norm     1Fam     2Story           6           5      1994
## 922        Norm   Duplex     1.5Fin           5           7      1900
## 923        Norm     1Fam     1Story           6           5      2005
## 924        Norm   TwnhsE     1Story           6           5      1993
## 925        Norm     1Fam     1Story           6           6      1980
## 926        Norm     1Fam     1Story           5           6      1977
## 927        Norm     1Fam     2Story           8           5      2003
## 928        Norm     1Fam     2Story           7           5      1968
## 929        Norm     1Fam     1Story           8           5      2001
## 930        Norm     1Fam     2Story           7           5      1997
## 931        Norm     1Fam     1Story           8           5      2007
## 932        Norm     1Fam     1Story           5           6      1965
## 933        Norm     1Fam     1Story           9           5      2006
## 934        Norm     1Fam     1Story           7           5      2004
## 935        Norm     1Fam     1Story           7           7      1960
## 936        Norm     1Fam     1Story           4           5      1926
## 937        Norm     1Fam     1Story           7           5      2003
## 938        Norm     1Fam     2Story           7           5      2005
## 939        Norm     1Fam     2Story           7           5      2006
## 940        Norm     1Fam     2Story           7           7      1940
## 941        Norm   Duplex     1Story           6           5      1976
## 942        Norm     1Fam     2Story           7           5      1999
## 943        Norm   Duplex     1Story           4           3      1977
## 944        Norm   Duplex     1Story           5           4      1967
## 945        Norm     1Fam       SLvl           6           6      1958
## 946        Norm     1Fam     1.5Fin           5           6      1890
## 947        Norm     1Fam       SLvl           5           6      1959
## 948        Norm     1Fam     1Story           8           5      2002
## 949        Norm     1Fam     2Story           7           5      2002
## 950        Norm     1Fam     1Story           6           7      1972
## 951        Norm     1Fam     1Story           5           8      1950
## 952        Norm     1Fam     1Story           5           5      1965
## 953        Norm     1Fam     SFoyer           5           8      1972
## 954        Norm     1Fam     2Story           5           4      1969
## 955        Norm   Duplex     SFoyer           6           5      1975
## 956        Norm   Duplex     2Story           6           6      1946
## 957        Norm   TwnhsE     2Story           6           6      1980
## 958        Norm     1Fam     1Story           5           5      1962
## 959        Norm     1Fam     1Story           7           5      2003
## 960        Norm    Twnhs     2Story           7           5      1999
## 961        Norm     1Fam     1Story           5           7      1958
## 962        Norm     1Fam     2Story           6           7      1977
## 963        Norm   TwnhsE     2Story           6           6      1976
## 964        Norm     1Fam     1Story           9           5      2007
## 965        Norm     1Fam     2Story           7           5      2002
## 966        Norm     1Fam     2Story           6           5      2005
## 967        Norm     1Fam     1.5Fin           5           7      1940
## 968        Norm     1Fam     1Story           5           7      1955
## 969        Norm     1Fam     1.5Fin           3           6      1910
## 970        Norm   2fmCon       SLvl           6           5      1958
## 971        Norm     1Fam     1.5Fin           4           4      1949
## 972        Norm    Twnhs     2Story           7           5      2003
## 973        Norm   TwnhsE     1Story           6           5      1979
## 974        Norm     1Fam     1Story           7           5      2007
## 975       Feedr     1Fam     2Story           7           8      1910
## 976        Norm    Twnhs     2Story           7           5      2000
## 977        Norm     1Fam     1Story           4           7      1923
## 978        Norm   TwnhsE     1Story           7           5      2006
## 979        Norm     1Fam     1Story           4           5      1954
## 980        Norm     1Fam     1Story           5           6      1963
## 981        Norm     1Fam     SFoyer           7           9      1961
## 982        Norm     1Fam     2Story           8           5      1998
## 983        Norm     1Fam     1Story           7           5      2007
## 984        Norm     1Fam     2Story           8           5      2002
## 985        Norm   Duplex     1.5Fin           5           5      1977
## 986        Norm   2fmCon     1Story           5           5      1950
## 987        Norm     1Fam     1.5Fin           6           8      1910
## 988        Norm     1Fam     1Story           9           5      2009
## 989        Norm     1Fam     2Story           6           6      1976
## 990        Norm     1Fam     2Story           7           5      2006
## 991        Norm     1Fam     2Story           8           5      1997
## 992        Norm     1Fam     2Story           8           9      1882
## 993        Norm     1Fam     2Story           6           8      1964
## 994        Norm     1Fam     2Story           6           5      2005
## 995        Norm     1Fam     1Story          10           5      2006
## 996        Norm     1Fam     1.5Fin           4           7      1946
## 997        Norm     1Fam     1Story           5           6      1961
## 998        Norm     1Fam     1Story           6           6      1970
## 999        Norm     1Fam     1Story           3           4      1922
## 1000       Norm     1Fam     1Story           7           5      2006
## 1001       Norm     1Fam     1Story           3           3      1952
## 1002       Norm     1Fam     1Story           5           6      1920
## 1003       Norm     1Fam     1Story           8           5      2006
## 1004       RRAn   Duplex     1Story           5           6      1976
## 1005       Norm   TwnhsE     1Story           7           5      2005
## 1006       Norm     1Fam       SLvl           5           8      1977
## 1007       Norm     1Fam     1Story           6           3      1970
## 1008       Norm   TwnhsE     2Story           4           4      1970
## 1009       Norm     1Fam     1Story           7           5      2004
## 1010       Norm     1Fam     1.5Fin           5           5      1926
## 1011       Norm     1Fam     1.5Fin           5           5      1948
## 1012       Norm   Duplex     1Story           5           5      1965
## 1013       Norm     1Fam     2Story           6           7      1923
## 1014       Norm     1Fam     1Story           5           4      1910
## 1015       Norm     1Fam     1Story           6           5      1948
## 1016       Norm     1Fam     2Story           8           6      2001
## 1017       Norm     1Fam     1Story           7           5      1996
## 1018       Norm   TwnhsE     1Story           8           5      1984
## 1019       Norm     1Fam       SLvl           7           5      1991
## 1020       Norm   TwnhsE     1Story           7           5      2005
## 1021       Norm     1Fam     1Story           4           5      2005
## 1022       Norm     1Fam     1Story           7           5      2006
## 1023       Norm     1Fam     1.5Fin           5           5      1930
## 1024       Norm   TwnhsE     1Story           7           5      2005
## 1025       Norm     1Fam     1Story           8           6      1976
## 1026       Norm     1Fam     1Story           5           5      1972
## 1027       Norm     1Fam     1Story           5           5      1960
## 1028       Norm     1Fam     1Story           8           5      2007
## 1029       Norm     1Fam     1.5Fin           5           5      1941
## 1030       Norm    Twnhs     2Story           6           7      1972
## 1031       Norm   2fmCon     2Story           5           8      1916
## 1032       Norm     1Fam     2.5Fin           7           3      1920
## 1033       Norm     1Fam     2Story           8           7      1993
## 1034       Norm     1Fam     1Story           7           5      2002
## 1035       Norm     1Fam     1Story           5           7      1938
## 1036       Norm     1Fam     1Story           4           3      1957
## 1037       Norm     1Fam     1Story           9           5      2007
## 1038       Norm     1Fam     2Story           8           5      2001
## 1039       Norm    Twnhs     2Story           4           6      1970
## 1040       Norm   TwnhsE     SFoyer           4           4      1970
## 1041       Norm     1Fam     1Story           5           4      1957
## 1042       Norm     1Fam     2Story           6           8      1966
## 1043       Norm    Twnhs     1Story           6           5      2005
## 1044       Norm     1Fam     2Story           7           5      1990
## 1045       Norm     1Fam     1Story           8           5      1981
## 1046       Norm     1Fam     1Story           3           5      1955
## 1047       Norm     1Fam     2Story           9           5      2005
## 1048       Norm     1Fam     1Story           5           5      1994
## 1049       Norm     1Fam     1Story           5           4      1960
## 1050       Norm     1Fam     1Story           4           7      1946
## 1051       Norm     1Fam     1Story           7           5      2007
## 1052       Norm     1Fam     1Story           7           5      2007
## 1053       Norm     1Fam     2Story           6           6      1964
## 1054       Norm     1Fam     1Story           5           6      1957
## 1055       Norm     1Fam     2Story           8           5      2002
## 1056       Norm     1Fam     1Story           6           5      1976
## 1057       Norm   TwnhsE     1Story           7           5      2005
## 1058       Norm     1Fam     2Story           7           6      1994
## 1059       Norm     1Fam     2Story           9           5      2008
## 1060       Norm     1Fam     1.5Fin           6           7      1932
## 1061       Norm   TwnhsE     1Story           8           5      2001
## 1062       Norm     1Fam     1Story           3           4      1935
## 1063       Norm   2fmCon     2Story           5           5      1900
## 1064       Norm     1Fam     1Story           6           6      1925
## 1065       Norm     1Fam     1Story           5           6      1966
## 1066       Norm     1Fam     2Story           7           5      1996
## 1067       Norm     1Fam     2Story           6           7      1993
## 1068       Norm     1Fam     2Story           6           6      1964
## 1069       Norm   TwnhsE     2Story           6           4      1973
## 1070       Norm     1Fam     1.5Unf           5           7      1949
## 1071       Norm     1Fam     1Story           5           5      1956
## 1072       Norm     1Fam     2Story           6           6      1968
## 1073       Norm     1Fam     1.5Fin           5           3      1948
## 1074       Norm     1Fam     2Story           6           6      1977
## 1075       Norm     1Fam     1Story           7           5      2006
## 1076       Norm     1Fam     2Story           7           6      1940
## 1077       Norm     1Fam     1.5Fin           5           8      1936
## 1078       Norm     1Fam     1Story           5           5      1969
## 1079       Norm   TwnhsE     1Story           6           5      2004
## 1080       Norm     1Fam     1Story           5           5      1994
## 1081       Norm     1Fam     1Story           6           7      1971
## 1082       Norm     1Fam     1Story           5           5      1963
## 1083       Norm     1Fam     1Story           7           5      2002
## 1084       Norm     1Fam     1Story           6           6      1964
## 1085       Norm     1Fam     2Story           6           5      1995
## 1086       Norm     1Fam     SFoyer           6           6      1992
## 1087       Norm   TwnhsE     2Story           4           5      1973
## 1088       Norm     1Fam     2Story           8           5      2005
## 1089       Norm    Twnhs     2Story           7           5      2004
## 1090       Norm   TwnhsE     1Story           8           5      2005
## 1091       Norm   Duplex     1Story           3           4      1950
## 1092       Norm    Twnhs     2Story           7           5      1999
## 1093       Norm     1Fam     1.5Fin           6           5      1925
## 1094       Norm     1Fam     1Story           5           8      1965
## 1095       Norm     1Fam     1Story           5           7      1956
## 1096       Norm     1Fam     1Story           6           5      2006
## 1097       Norm     1Fam     2Story           6           7      1914
## 1098       Norm   TwnhsE     1Story           8           5      1986
## 1099       Norm     1Fam     1.5Fin           4           6      1936
## 1100       Norm     1Fam     1Story           7           5      1978
## 1101       Norm     1Fam     1Story           2           5      1920
## 1102       Norm     1Fam     1Story           5           5      1971
## 1103       Norm     1Fam     1Story           5           7      1960
## 1104       Norm     1Fam     1Story           6           6      1959
## 1105       Norm   TwnhsE     2Story           5           5      1970
## 1106       Norm     1Fam     2Story           8           5      1994
## 1107       Norm     1Fam     1Story           7           5      1990
## 1108       Norm     1Fam     2Story           7           5      2006
## 1109       Norm     1Fam     2Story           6           5      2000
## 1110       Norm     1Fam     1Story           8           5      2004
## 1111       Norm     1Fam     2Story           6           5      1995
## 1112       Norm     1Fam     2Story           7           6      1976
## 1113       Norm     1Fam     1Story           5           7      1957
## 1114       Norm     1Fam     1Story           5           7      1953
## 1115       Norm     1Fam     1Story           5           7      1954
## 1116       Norm     1Fam     1Story           8           5      2007
## 1117       Norm     1Fam       SLvl           8           5      2002
## 1118       Norm     1Fam     1Story           5           7      1967
## 1119       Norm     1Fam       SLvl           5           6      1958
## 1120       Norm     1Fam     1Story           5           5      1959
## 1121       Norm     1Fam     1Story           6           5      1920
## 1122       Norm     1Fam     1Story           7           5      2005
## 1123       Norm     1Fam     1Story           4           3      1956
## 1124       Norm     1Fam     1Story           5           9      1947
## 1125       Norm     1Fam       SLvl           7           5      1992
## 1126       Norm     1Fam     1Story           4           5      1955
## 1127       Norm   TwnhsE     1Story           7           5      2007
## 1128       Norm     1Fam     1Story           7           5      2004
## 1129       Norm     1Fam     2Story           7           5      2004
## 1130       Norm   Duplex     SFoyer           5           5      1980
## 1131       Norm     1Fam     1.5Fin           4           3      1928
## 1132       Norm     1Fam     1Story           5           5      1991
## 1133       Norm     1Fam     2Story           6           4      1880
## 1134       Norm     1Fam     2Story           8           5      1995
## 1135       Norm     1Fam     2Story           6           5      1997
## 1136       Norm     1Fam     1Story           6           5      1926
## 1137       Norm     1Fam     1.5Fin           6           5      1950
## 1138       Norm     1Fam     1.5Fin           5           8      1875
## 1139       Norm     1Fam     1Story           6           5      1977
## 1140       Norm     1Fam     1Story           5           5      1920
## 1141       Norm     1Fam     1Story           5           7      1951
## 1142       Norm     1Fam     2Story           5           7      1976
## 1143       Norm     1Fam     2Story           8           5      2006
## 1144       Norm     1Fam     1Story           5           3      1959
## 1145       Norm   2fmCon     1.5Fin           4           4      1941
## 1146       Norm     1Fam     1.5Fin           5           6      1928
## 1147       Norm     1Fam     1Story           6           5      1985
## 1148       Norm     1Fam     2Story           7           7      1941
## 1149       Norm     1Fam     1.5Fin           7           7      1926
## 1150       Norm     1Fam     2Story           7           9      1920
## 1151       Norm     1Fam     1Story           6           5      1950
## 1152       Norm     1Fam     1Story           5           4      1959
## 1153       Norm     1Fam     1Story           6           7      1956
## 1154       Norm     1Fam     1Story           6           8      1930
## 1155       Norm     1Fam     2Story           7           6      1965
## 1156       Norm     1Fam     1Story           5           8      1976
## 1157       Norm     1Fam       SLvl           5           8      1965
## 1158       Norm    Twnhs     1Story           7           5      2007
## 1159       Norm     1Fam     1Story           8           5      2007
## 1160       Norm     1Fam     2Story           6           6      1974
## 1161       Norm    Twnhs     2Story           6           5      1978
## 1162       Norm     1Fam     1Story           6           7      1954
## 1163       Norm     1Fam     1Story           5           5      1968
## 1164       Norm   Duplex     SFoyer           4           4      1969
## 1165       Norm     1Fam       SLvl           5           7      1978
## 1166       Norm     1Fam     1Story           7           5      2009
## 1167       Norm     1Fam     1Story           8           5      2008
## 1168       Norm     1Fam     2Story           6           5      2000
## 1169       Norm     1Fam     2Story           6           7      1935
## 1170       Norm     1Fam     2Story          10           5      1995
## 1171       Norm     1Fam       SLvl           6           6      1977
## 1172       Norm     1Fam     1Story           6           6      1958
## 1173       Norm   TwnhsE     2Story           7           5      2006
## 1174       Norm     1Fam     1.5Fin           5           6      1946
## 1175       Norm     1Fam     2Story           6           8      1932
## 1176       Norm     1Fam     1.5Fin           8           5      1992
## 1177       Norm     1Fam     1Story           5           5      1984
## 1178       Norm     1Fam     1.5Fin           6           8      1926
## 1179       Norm     1Fam     1.5Fin           5           6      1921
## 1180       Norm     1Fam     1Story           5           5      1954
## 1181       Norm     1Fam     2Story           7           5      1990
## 1182       Norm   TwnhsE     1Story           8           5      2008
## 1183       Norm     1Fam     2Story          10           5      1996
## 1184       Norm     1Fam     1Story           5           6      1920
## 1185       Norm     1Fam     1Story           5           4      1963
## 1186       Norm     1Fam     1.5Fin           5           7      1924
## 1187     Artery   2fmCon     2Story           3           5      1900
## 1188       Norm     1Fam     1Story           8           5      1994
## 1189       Norm     1Fam     2Story           7           5      2002
## 1190       Norm     1Fam     2Story           7           5      1999
##      YearRemodAdd RoofStyle RoofMatl Exterior1st Exterior2nd MasVnrType
## 1            2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 2            1976     Gable  CompShg     MetalSd     MetalSd       None
## 3            2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 4            1970     Gable  CompShg     Wd Sdng     Wd Shng       None
## 5            2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 6            1995     Gable  CompShg     VinylSd     VinylSd       None
## 7            2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 8            1973     Gable  CompShg     HdBoard     HdBoard      Stone
## 9            1950     Gable  CompShg     BrkFace     Wd Shng       None
## 10           1950     Gable  CompShg     MetalSd     MetalSd       None
## 11           1965       Hip  CompShg     HdBoard     HdBoard       None
## 12           2006       Hip  CompShg     WdShing     Wd Shng      Stone
## 13           1962       Hip  CompShg     HdBoard     Plywood       None
## 14           2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 15           1960       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 16           2001     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 17           1970     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 18           1967     Gable  CompShg     MetalSd     MetalSd       None
## 19           2004     Gable  CompShg     VinylSd     VinylSd       None
## 20           1965       Hip  CompShg     BrkFace     Plywood       None
## 21           2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 22           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 23           2002       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 24           1976     Gable  CompShg     CemntBd     CmentBd       None
## 25           2001     Gable  CompShg     Plywood     Plywood       None
## 26           2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 27           2000     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 28           2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 29           1997     Gable  CompShg     MetalSd     MetalSd       None
## 30           1950     Gable  CompShg     MetalSd     MetalSd       None
## 31           1950   Gambrel  CompShg     BrkFace     BrkFace       None
## 32           2006     Gable  CompShg     HdBoard     HdBoard       None
## 33           2007     Gable  CompShg     VinylSd     VinylSd       None
## 34           1959       Hip  CompShg     BrkFace     BrkFace       None
## 35           2005       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 36           2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 37           1995     Gable  CompShg     VinylSd     VinylSd       None
## 38           1990       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 39           2007     Gable  CompShg     VinylSd     VinylSd       None
## 40           1955     Gable  CompShg     AsbShng     Plywood       None
## 41           1965     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 42           1959     Gable  CompShg     VinylSd     VinylSd       None
## 43           1983     Gable  CompShg     HdBoard     HdBoard       None
## 44           1980       Hip  CompShg     VinylSd     VinylSd       None
## 45           1959     Gable  CompShg     BrkFace     Wd Sdng       None
## 46           2005       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 47           2003     Gable  CompShg     VinylSd     VinylSd       None
## 48           2006     Gable  CompShg     VinylSd     VinylSd       None
## 49           2008     Gable  CompShg     MetalSd     MetalSd       None
## 50           1966     Gable  CompShg     HdBoard     HdBoard       None
## 51           1997     Gable  CompShg     VinylSd     VinylSd       None
## 52           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 53           1963     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 54           1987     Gable  WdShngl     WdShing     Wd Shng       None
## 55           1955     Gable  CompShg     MetalSd     MetalSd       None
## 56           1964     Gable  CompShg     HdBoard     Plywood    BrkFace
## 57           2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 58           2004     Gable  CompShg     VinylSd     VinylSd       None
## 59           2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 60           1972     Gable  CompShg     HdBoard     HdBoard       None
## 61           2004     Gable  CompShg     VinylSd     VinylSd       None
## 62           1996     Gable  CompShg     MetalSd     MetalSd       None
## 63           2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 64           1950     Gable  CompShg      Stucco      Stucco       None
## 65           1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 66           2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 67           1989     Gable  CompShg     Plywood     Plywood    BrkFace
## 68           2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 69           1950     Gable  CompShg     MetalSd     MetalSd       None
## 70           1953     Gable  CompShg     BrkFace     AsbShng       None
## 71           1973     Gable  CompShg     Plywood     Plywood    BrkFace
## 72           2006     Gable  CompShg     HdBoard     Plywood       None
## 73           1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 74           2003     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 75           1950   Gambrel  CompShg     VinylSd     VinylSd       None
## 76           1973     Gable  CompShg     CemntBd     CmentBd       None
## 77           1956     Gable  CompShg     VinylSd     VinylSd       None
## 78           2001     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 79           1968       Hip  CompShg     HdBoard     HdBoard       None
## 80           1981     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 81           1968     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 82           1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 83           2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 84           1960     Gable  CompShg     MetalSd     MetalSd     BrkCmn
## 85           1996     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 86           1992       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 87           2005     Gable  CompShg     VinylSd     VinylSd       None
## 88           2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 89           1982       Hip  CompShg     Plywood     Plywood       None
## 90           1995     Gable  CompShg     VinylSd     VinylSd       None
## 91           1950     Gable  CompShg     BrkFace     Wd Sdng       None
## 92           1961       Hip  CompShg     HdBoard     HdBoard     BrkCmn
## 93           2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 94           1998       Hip  CompShg     MetalSd     MetalSd       None
## 95           1997     Gable  CompShg     VinylSd     VinylSd       None
## 96           1993     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 97           1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 98           1965       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 99           1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 100          1959     Gable  CompShg     Plywood     Plywood       None
## 101          2001     Gable  CompShg     Plywood     Plywood    BrkFace
## 102          1985     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 103          1979     Gable  CompShg     HdBoard     HdBoard       None
## 104          2009     Gable  CompShg     VinylSd     VinylSd       None
## 105          1950     Gable  CompShg      Stucco      Stucco    BrkFace
## 106          2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 107          1995   Mansard  CompShg     VinylSd     VinylSd       None
## 108          1950     Gable  CompShg     VinylSd     VinylSd       None
## 109          2005     Gable  CompShg     CemntBd     CmentBd       None
## 110          1977       Hip  CompShg     Plywood     Plywood    BrkFace
## 111          1972     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 112          2000     Gable  CompShg     VinylSd     VinylSd       None
## 113          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 114          1953       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 115          2002   Gambrel  CompShg     Wd Sdng     Wd Sdng       None
## 116          1999     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 117          1962     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 118          2007     Gable  CompShg     VinylSd     VinylSd       None
## 119          1990       Hip  CompShg     Plywood     Plywood       None
## 120          2006     Gable  CompShg     VinylSd     VinylSd       None
## 121          1969      Flat    Metal     Plywood     Plywood       None
## 122          1950     Gable  CompShg     AsbShng     AsbShng       None
## 123          1958       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 124          1993     Gable  CompShg     Plywood     Plywood       None
## 125          1998     Gable  CompShg     HdBoard     HdBoard       None
## 126          1982     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 127          1976     Gable  CompShg     Plywood     Plywood       None
## 128          1950     Gable  CompShg     WdShing     Wd Sdng       None
## 129          1966     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 130          1991     Gable  CompShg     Plywood     Plywood    BrkFace
## 131          1966     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 132          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 133          2002     Gable  CompShg     MetalSd     MetalSd       None
## 134          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 135          1993     Gable  CompShg     Plywood     Plywood       None
## 136          1970       Hip  CompShg     Plywood     Plywood    BrkFace
## 137          1967     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 138          1989     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 139          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 140          1997     Gable  CompShg     VinylSd     VinylSd       None
## 141          1971     Gable  CompShg     HdBoard     HdBoard       None
## 142          2005     Gable  CompShg     VinylSd     VinylSd       None
## 143          1952     Gable  CompShg     BrkFace     Wd Sdng       None
## 144          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 145          1963     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 146          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 147          1993     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 148          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 149          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 150          1950     Gable  CompShg     MetalSd     MetalSd       None
## 151          1975     Gable  CompShg     HdBoard     HdBoard       None
## 152          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 153          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 154          1975      Flat  CompShg     BrkFace     Plywood       None
## 155          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 156          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 157          1950       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 158          2010     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 159          2005     Gable  CompShg     VinylSd     VinylSd       None
## 160          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 161          1984     Gable  CompShg     Plywood     Plywood       None
## 162          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 163          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 164          1956     Gable  CompShg     MetalSd     MetalSd       None
## 165          2004     Gable  CompShg     MetalSd     MetalSd       None
## 166          1999     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 167          1993       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 168          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 169          2004     Gable  CompShg     VinylSd     VinylSd       None
## 170          1981       Hip  WdShake     Plywood     Plywood    BrkFace
## 171          1950     Gable  CompShg     MetalSd     MetalSd       None
## 172          1960       Hip  CompShg     BrkFace     Plywood      Stone
## 173          1987     Gable  CompShg     HdBoard     HdBoard       None
## 174          1961     Gable  CompShg     WdShing     Wd Shng     BrkCmn
## 175          1986     Gable  CompShg     VinylSd     Plywood      Stone
## 176          2001     Gable  CompShg     WdShing     Wd Shng       None
## 177          1989     Gable  CompShg     Plywood     Plywood    BrkFace
## 178          1958     Gable  CompShg     MetalSd     MetalSd       None
## 179          2009       Hip  CompShg     VinylSd     VinylSd      Stone
## 180          2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 181          2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 182          1950     Gable  CompShg      Stucco      Stucco       None
## 183          2006       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 184          2003     Gable  CompShg     VinylSd     VinylSd       None
## 185          1991     Gable  CompShg     AsbShng     Plywood       None
## 186          1993     Gable  WdShngl     Wd Sdng     Wd Sdng       None
## 187          1991     Gable  CompShg     HdBoard     HdBoard       None
## 188          1987     Gable  CompShg     HdBoard     HdBoard       None
## 189          1979     Gable  CompShg     Plywood     Plywood      Stone
## 190          2002     Gable  CompShg     CemntBd     CmentBd       None
## 191          1994       Hip  CompShg     BrkFace     BrkFace       None
## 192          2004     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 193          1999     Gable  CompShg     VinylSd     VinylSd       None
## 194          2004     Gable  CompShg     VinylSd     VinylSd      Stone
## 195          1972       Hip  CompShg     HdBoard     HdBoard       None
## 196          1976     Gable  CompShg     Plywood     Brk Cmn       None
## 197          2007       Hip  CompShg     CemntBd     CmentBd      Stone
## 198          1990     Gable  CompShg      Stucco      Stucco       None
## 199          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 200          2005       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 201          2004     Gable  CompShg     VinylSd     VinylSd       None
## 202          1977     Gable  CompShg     Plywood     Plywood       None
## 203          1950     Gable  CompShg     MetalSd     MetalSd       None
## 204          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 205          1950     Gable  CompShg     AsbShng     AsbShng       None
## 206          1990     Gable  CompShg     HdBoard     HdBoard       None
## 207          1962     Gable  CompShg     HdBoard     HdBoard       None
## 208          1960     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 209          1989     Gable  CompShg     Plywood     Plywood    BrkFace
## 210          1964       Hip  CompShg     HdBoard     HdBoard      Stone
## 211          1950     Gable  CompShg      Stucco      Stucco       None
## 212          2009     Gable  CompShg     VinylSd     VinylSd       None
## 213          2009     Gable  CompShg     VinylSd     VinylSd       None
## 214          1995     Gable  CompShg     VinylSd     VinylSd       None
## 215          1977     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 216          1996     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 217          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 218          1950     Gable  CompShg     MetalSd     MetalSd       None
## 219          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 220          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 221          2006     Gable  CompShg     VinylSd     VinylSd       None
## 222          2002     Gable  CompShg     VinylSd     VinylSd       None
## 223          1975     Gable  CompShg     VinylSd     VinylSd       None
## 224          1971     Gable  CompShg     HdBoard     HdBoard       None
## 225          2003       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 226          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 227          1995     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 228          1970     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 229          1967     Gable  CompShg     HdBoard     HdBoard       None
## 230          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 231          1959       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 232          1996     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 233          1972     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 234          1976     Gable  CompShg     HdBoard     HdBoard       None
## 235          2002     Gable  CompShg     VinylSd     VinylSd       <NA>
## 236          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 237          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 238          2003     Gable  CompShg     HdBoard     HdBoard       None
## 239          2007       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 240          1950     Gable  CompShg     VinylSd     VinylSd       None
## 241          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 242          1997     Gable  CompShg     VinylSd     VinylSd       None
## 243          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 244          1980     Gable  CompShg     Plywood     Plywood       None
## 245          2002     Gable  CompShg     VinylSd     VinylSd       None
## 246          1988     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 247          1950     Gable  CompShg     AsbShng     AsbShng       None
## 248          1954       Hip  CompShg     Wd Sdng     BrkFace       None
## 249          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 250          2006     Gable  CompShg     Wd Sdng     HdBoard     BrkCmn
## 251          1966     Gable  CompShg     Wd Sdng     Plywood       None
## 252          2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 253          2004     Gable  CompShg     VinylSd     VinylSd       None
## 254          1991       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 255          1957     Gable  CompShg     MetalSd     MetalSd       None
## 256          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 257          2003     Gable  CompShg     VinylSd     VinylSd       None
## 258          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 259          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 260          1956     Gable  CompShg     BrkFace     BrkFace       None
## 261          1962     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 262          2007     Gable  CompShg     CemntBd     CmentBd      Stone
## 263          1995     Gable  CompShg     HdBoard     Plywood    BrkFace
## 264          2001     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 265          2004     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 266          1981     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 267          1997     Gable  CompShg     VinylSd     VinylSd       None
## 268          1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 269          1955     Gable  CompShg     VinylSd     VinylSd       None
## 270          1976       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 271          2006     Gable  CompShg     VinylSd     VinylSd       None
## 272          2005      Flat  Membran     Plywood     Plywood       None
## 273          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 274          1988       Hip  CompShg     Wd Sdng     Wd Sdng     BrkCmn
## 275          1982     Gable  CompShg     HdBoard     ImStucc       None
## 276          2007     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 277          2003     Gable  CompShg     VinylSd     VinylSd       None
## 278          1951     Gable  CompShg     VinylSd     VinylSd       None
## 279          2007     Gable  CompShg     CemntBd     CmentBd    BrkFace
## 280          1977       Hip  CompShg     Plywood     Plywood    BrkFace
## 281          1989     Gable  CompShg     Plywood     Plywood    BrkFace
## 282          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 283          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 284          2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 285          1992     Gable  CompShg     Plywood     ImStucc       None
## 286          2007     Gable  CompShg     MetalSd     MetalSd       None
## 287          1981     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 288          1971     Gable  CompShg     HdBoard     HdBoard       None
## 289          1967     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 290          2003     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 291          2006     Gable  CompShg     VinylSd     VinylSd       None
## 292          2000     Gable  CompShg     VinylSd     VinylSd       None
## 293          2008     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 294          1994     Gable  CompShg     Plywood     Plywood    BrkFace
## 295          1953       Hip  CompShg     HdBoard     HdBoard      Stone
## 296          1984     Gable  CompShg     HdBoard     HdBoard       None
## 297          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 298          1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 299          1968   Mansard  CompShg     HdBoard     AsphShn    BrkFace
## 300          2004     Gable  CompShg     HdBoard     HdBoard       None
## 301          1953       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 302          1999     Gable  CompShg     VinylSd     VinylSd       None
## 303          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 304          1972     Gable  CompShg     VinylSd     VinylSd       None
## 305          2002     Gable  CompShg     CemntBd     CmentBd       None
## 306          2005     Gable  CompShg     CemntBd     CmentBd      Stone
## 307          1991     Gable  CompShg     HdBoard     Plywood    BrkFace
## 308          1950     Gable  CompShg     MetalSd     MetalSd       None
## 309          1950     Gable  CompShg     VinylSd     VinylSd       None
## 310          2004     Gable  CompShg     VinylSd     VinylSd       None
## 311          1994     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 312          2002     Gable  CompShg     VinylSd     VinylSd       None
## 313          1950     Gable  CompShg     MetalSd     MetalSd       None
## 314          1965       Hip  CompShg     BrkFace     BrkFace       None
## 315          1990     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 316          2005     Gable  CompShg     VinylSd     VinylSd       None
## 317          1980     Gable  CompShg     CemntBd     CmentBd    BrkFace
## 318          2006     Gable  CompShg     VinylSd     VinylSd       None
## 319          1993     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 320          1980     Gable  CompShg     Plywood     Plywood    BrkFace
## 321          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 322          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 323          1987     Gable  CompShg     Plywood     Plywood    BrkFace
## 324          2005     Gable  CompShg     VinylSd     VinylSd       None
## 325          2007   Mansard  WdShake     Wd Sdng     Wd Sdng    BrkFace
## 326          1950     Gable  CompShg     MetalSd     MetalSd       None
## 327          1993     Gable  CompShg     BrkFace     BrkFace       None
## 328          1960       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 329          1994     Gable  CompShg     Wd Sdng     Wd Shng       None
## 330          1950     Gable  CompShg     Wd Sdng     Wd Shng       None
## 331          1964     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 332          1992     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 333          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 334          2004     Gable  CompShg     VinylSd     VinylSd      Stone
## 335          1998     Gable  CompShg     VinylSd     VinylSd       None
## 336          1965     Gable  CompShg     Plywood     Plywood       None
## 337          2006       Hip  CompShg     VinylSd     VinylSd      Stone
## 338          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 339          1998     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 340          1998       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 341          2002     Gable  CompShg     VinylSd     VinylSd       None
## 342          1950     Gable  CompShg     Wd Sdng     AsbShng       None
## 343          1950     Gable  CompShg      Stucco      Stucco    BrkFace
## 344          2005       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 345          1976     Gable  CompShg     CemntBd     CmentBd       None
## 346          1950     Gable  CompShg     MetalSd     MetalSd       None
## 347          1998       Hip  CompShg     MetalSd     MetalSd       None
## 348          1960     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 349          2004     Gable  CompShg     VinylSd     Wd Shng      Stone
## 350          2006       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 351          2007       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 352          1986     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 353          1950     Gable  CompShg     VinylSd     VinylSd       None
## 354          2003     Gable  CompShg     VinylSd     VinylSd       None
## 355          2000     Gable  CompShg     Wd Sdng     MetalSd       None
## 356          1995     Gable  CompShg     VinylSd     VinylSd       None
## 357          1992     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 358          1976     Gable  CompShg     CemntBd     CmentBd       None
## 359          1958       Hip  CompShg     Wd Sdng     ImStucc    BrkFace
## 360          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 361          1978     Gable  CompShg     VinylSd     VinylSd       None
## 362          1982     Gable  CompShg     MetalSd     MetalSd       None
## 363          2003     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 364          2007     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 365          1976     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 366          1997       Hip  CompShg     VinylSd     VinylSd       None
## 367          1963     Gable  CompShg     Plywood     Plywood    BrkFace
## 368          1962     Gable  Tar&Grv     Plywood     Plywood    BrkFace
## 369          1954     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 370          2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 371          2000     Gable  CompShg     VinylSd     VinylSd       None
## 372          1959     Gable  CompShg     WdShing     Plywood       None
## 373          1984     Gable  CompShg     Plywood     Plywood       None
## 374          1953     Gable  CompShg     MetalSd     MetalSd       None
## 375          2004     Gable  CompShg     VinylSd     VinylSd       None
## 376          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 377          1996     Gable  CompShg     VinylSd     VinylSd       None
## 378          2005     Gable  CompShg     CemntBd     CmentBd       None
## 379          2010       Hip  CompShg     VinylSd     VinylSd      Stone
## 380          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 381          1950     Gable  CompShg     BrkFace     Wd Sdng       None
## 382          2006     Gable  CompShg     VinylSd     VinylSd       None
## 383          2006     Gable  CompShg     VinylSd     VinylSd       None
## 384          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 385          1992     Gable  CompShg     HdBoard     HdBoard       None
## 386          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 387          1996   Gambrel  CompShg     Wd Sdng     VinylSd       None
## 388          1976       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 389          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 390          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 391          1950     Gable  CompShg     MetalSd     MetalSd       None
## 392          2002     Gable  CompShg     VinylSd     VinylSd       None
## 393          1959     Gable  CompShg     MetalSd     MetalSd       None
## 394          1950     Gable  CompShg     WdShing     Wd Shng       None
## 395          1950     Gable  CompShg     MetalSd     MetalSd       None
## 396          1956     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 397          1972       Hip  CompShg     MetalSd     MetalSd       None
## 398          1962     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 399          1950     Gable  CompShg     MetalSd     MetalSd       None
## 400          2007     Gable  CompShg     CemntBd     CmentBd      Stone
## 401          1996     Gable  CompShg     BrkFace     BrkFace       None
## 402          2005     Gable  CompShg     VinylSd     VinylSd       None
## 403          1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 404          1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 405          1996     Gable  CompShg     MetalSd     MetalSd       None
## 406          1993     Gable  CompShg     Plywood     Plywood       None
## 407          1950     Gable  CompShg     MetalSd     MetalSd       None
## 408          1976     Gable  CompShg     Wd Sdng     Plywood       None
## 409          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 410          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 411          1958     Gable  CompShg     BrkComm     Brk Cmn       None
## 412          1955       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 413          2009     Gable  CompShg     MetalSd     MetalSd      Stone
## 414          1950     Gable  CompShg     WdShing     Wd Shng       None
## 415          1993     Gable  CompShg     VinylSd     VinylSd       None
## 416          2007     Gable  CompShg     VinylSd     VinylSd       None
## 417          1978       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 418          1950       Hip  CompShg     Wd Sdng      Stucco       None
## 419          1950     Gable  CompShg     MetalSd     MetalSd       None
## 420          1968     Gable  CompShg     VinylSd     VinylSd       None
## 421          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 422          2000     Gable  CompShg     CemntBd     CmentBd      Stone
## 423          1954       Hip  CompShg     HdBoard     HdBoard       None
## 424          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 425          1956     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 426          1992     Gable  CompShg     HdBoard     HdBoard       None
## 427          1989     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 428          1957       Hip  CompShg     MetalSd     MetalSd       None
## 429          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 430          1988     Gable  CompShg     HdBoard     HdBoard       None
## 431          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 432          1998     Gable  CompShg     MetalSd     MetalSd       None
## 433          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 434          1998     Gable  CompShg     VinylSd     VinylSd       None
## 435          1972     Gable  CompShg     CemntBd     CmentBd       None
## 436          1996     Gable  CompShg     VinylSd     VinylSd       None
## 437          1950     Gable  CompShg      Stucco      Stucco       None
## 438          2004     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 439          2002     Gable  CompShg     WdShing      Stucco       None
## 440          2000     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 441          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 442          1955     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 443          1992     Gable  CompShg     MetalSd     MetalSd       None
## 444          2007     Gable  CompShg     WdShing     Wd Shng    BrkFace
## 445          1995     Gable  CompShg     VinylSd     VinylSd       None
## 446          1956       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 447          2002     Gable  CompShg     BrkFace     Plywood       None
## 448          1999     Gable  CompShg     VinylSd     VinylSd       None
## 449          1950     Gable  CompShg     MetalSd     MetalSd       None
## 450          2002     Gable  CompShg     MetalSd     MetalSd       None
## 451          2005       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 452          1975     Gable  WdShngl     Plywood     Plywood       None
## 453          1997       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 454          2008     Gable  CompShg     VinylSd     VinylSd       None
## 455          1976     Gable  CompShg     Plywood     Plywood       None
## 456          1973       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 457          1950     Gable  CompShg     AsbShng     AsbShng       None
## 458          1994      Flat  Tar&Grv     Plywood     Plywood       None
## 459          1996       Hip  CompShg      Stucco     Wd Shng       None
## 460          1950     Gable  CompShg     MetalSd     MetalSd     BrkCmn
## 461          2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 462          2007     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 463          1965     Gable  CompShg     MetalSd     MetalSd       None
## 464          1995       Hip  CompShg      Stucco      Stucco       None
## 465          1978     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 466          2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 467          1970      Flat  Tar&Grv     Plywood     Plywood       None
## 468          1995     Gable  CompShg     MetalSd     MetalSd      Stone
## 469          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 470          1993     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 471          1985     Gable  CompShg     HdBoard     HdBoard       None
## 472          1977   Mansard  WdShake     WdShing     Plywood       None
## 473          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 474          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 475          2000     Gable  CompShg     CemntBd     CmentBd       None
## 476          1963       Hip  CompShg     HdBoard     HdBoard       None
## 477          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 478          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 479          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 480          2000       Hip  CompShg      Stucco      Stucco     BrkCmn
## 481          2005       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 482          2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 483          2005     Gable  CompShg      Stucco      Stucco       None
## 484          1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 485          2001     Gable  CompShg     HdBoard     Plywood       None
## 486          2007     Gable  CompShg     MetalSd     MetalSd       None
## 487          1965       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 488          1971     Gable  CompShg     Plywood     Plywood       None
## 489          1970     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 490          2002     Gable  CompShg     CemntBd     CmentBd       None
## 491          1976     Gable  CompShg     CemntBd     CmentBd       None
## 492          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 493          2006     Gable  CompShg     VinylSd     VinylSd       None
## 494          1960     Gable  CompShg     BrkFace     Wd Sdng       None
## 495          1996     Gable  CompShg     MetalSd     MetalSd       None
## 496          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 497          1993       Hip  CompShg     BrkFace     BrkFace       None
## 498          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 499          2004       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 500          1985     Gable  CompShg     MetalSd     MetalSd       None
## 501          1973     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 502          2005     Gable  CompShg     VinylSd     VinylSd       None
## 503          1965       Hip  CompShg     MetalSd     MetalSd       None
## 504          1997     Gable  CompShg     BrkFace     Wd Sdng       None
## 505          1974     Gable  CompShg     Plywood     Brk Cmn       None
## 506          1952       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 507          1994     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 508          2009     Gable  CompShg     VinylSd     VinylSd       None
## 509          2005   Gambrel  CompShg     MetalSd     MetalSd       None
## 510          1959     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 511          2000       Hip  CompShg     Wd Sdng     Wd Sdng     BrkCmn
## 512          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 513          1958     Gable  CompShg     VinylSd     VinylSd       None
## 514          1983     Gable  CompShg     VinylSd     VinylSd       None
## 515          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 516          2009       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 517          1972     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 518          1997     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 519          1998     Gable  CompShg     VinylSd     VinylSd       None
## 520          2004   Gambrel  CompShg     MetalSd     MetalSd       None
## 521          2000     Gable  CompShg     MetalSd     MetalSd       None
## 522          1957     Gable  CompShg     VinylSd     VinylSd       None
## 523          1950     Gable  CompShg     CemntBd     CmentBd       None
## 524          2008       Hip  CompShg     CemntBd     CmentBd      Stone
## 525          1997     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 526          2005     Gable  CompShg     VinylSd     VinylSd       None
## 527          2000       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 528          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 529          2002     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 530          1975       Hip  CompShg     Wd Sdng       Stone       <NA>
## 531          1989     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 532          1999     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 533          2007     Gable  CompShg     VinylSd     VinylSd       None
## 534          1950     Gable  CompShg     VinylSd     VinylSd       None
## 535          2004     Gable  CompShg     VinylSd     VinylSd       None
## 536          1991     Gable  CompShg     MetalSd     MetalSd       None
## 537          1999     Gable  CompShg     VinylSd     VinylSd       None
## 538          1972       Hip  CompShg     MetalSd     MetalSd       None
## 539          1968       Hip  CompShg     Plywood     Plywood    BrkFace
## 540          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 541          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 542          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 543          1999       Hip  CompShg     VinylSd     VinylSd       None
## 544          1998     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 545          2006     Gable  CompShg     VinylSd     VinylSd       None
## 546          1988     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 547          1950     Gable  CompShg     BrkFace     Wd Sdng       None
## 548          1970     Gable  CompShg     VinylSd     VinylSd       None
## 549          1995     Gable  CompShg     MetalSd     MetalSd       None
## 550          2004     Gable  CompShg     VinylSd     VinylSd       None
## 551          1977     Gable  CompShg     Plywood     Plywood       None
## 552          1957       Hip  CompShg     BrkFace     BrkFace       None
## 553          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 554          2003     Gable  CompShg     VinylSd     VinylSd       None
## 555          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 556          1950     Gable  CompShg     MetalSd     MetalSd       None
## 557          1957     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 558          1950     Gable  CompShg     MetalSd     MetalSd       None
## 559          1997     Gable  CompShg     HdBoard     HdBoard       None
## 560          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 561          1996       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 562          1975     Gable  CompShg     HdBoard     HdBoard       None
## 563          1969     Gable  CompShg     WdShing     Wd Shng       None
## 564          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 565          2000     Gable  CompShg     HdBoard     HdBoard       None
## 566          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 567          2007       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 568          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 569          2009     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 570          1979     Gable  CompShg     MetalSd     MetalSd       None
## 571          1965     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 572          1959     Gable  CompShg     WdShing     Wd Shng    BrkFace
## 573          2009     Gable  CompShg     VinylSd     VinylSd       None
## 574          2000     Gable  CompShg     VinylSd     VinylSd       None
## 575          2005   Gambrel  CompShg     MetalSd     AsphShn    BrkFace
## 576          1950     Gable  CompShg     MetalSd     MetalSd       None
## 577          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 578          1966     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 579          2007     Gable  CompShg     VinylSd     VinylSd       None
## 580          1954     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 581          1987     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 582          2009       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 583          1990     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 584          2000     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 585          1995     Gable  CompShg     AsbShng     AsbShng       None
## 586          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 587          2000     Gable  CompShg      Stucco     Wd Shng       None
## 588          1982       Hip  CompShg     HdBoard     HdBoard       None
## 589          2003      Flat  Tar&Grv     Wd Sdng     Wd Sdng       None
## 590          1960     Gable  CompShg     VinylSd     VinylSd       None
## 591          2004     Gable  CompShg     VinylSd     VinylSd       None
## 592          2008     Gable  CompShg     CemntBd     CmentBd      Stone
## 593          2003     Gable  CompShg     HdBoard     HdBoard       None
## 594          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 595          1975       Hip  CompShg     HdBoard     HdBoard       None
## 596          2006     Gable  CompShg     VinylSd       Other    BrkFace
## 597          1993     Gable  CompShg     VinylSd     VinylSd       None
## 598          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 599          1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 600          1980     Gable  CompShg     MetalSd     MetalSd       None
## 601          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 602          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 603          1992     Gable  CompShg     HdBoard     HdBoard       None
## 604          2005     Gable  CompShg     MetalSd     MetalSd       None
## 605          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 606          1990     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 607          1996     Gable  CompShg     VinylSd     VinylSd       None
## 608          2002     Gable  CompShg     MetalSd     MetalSd       None
## 609          1998     Gable  CompShg     BrkFace     Wd Sdng       None
## 610          1961     Gable  CompShg     VinylSd     VinylSd     BrkCmn
## 611          2000       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 612          1978     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 613          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 614          2007     Gable  CompShg     VinylSd     VinylSd       None
## 615          1972     Gable  CompShg     CemntBd     CmentBd       None
## 616          1963     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 617          2003     Gable  CompShg     VinylSd     VinylSd       None
## 618          1954     Gable  CompShg     MetalSd     MetalSd       None
## 619          2007       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 620          2003       Hip  CompShg     VinylSd     VinylSd      Stone
## 621          1950     Gable  CompShg      Stucco      Stucco       None
## 622          1997     Gable  CompShg     HdBoard     HdBoard       None
## 623          1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 624          2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 625          1972     Gable  CompShg     VinylSd     VinylSd       None
## 626          1962       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 627          1978       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 628          1972     Gable  CompShg     AsbShng     AsbShng    BrkFace
## 629          1969     Gable  CompShg     Plywood     Plywood    BrkFace
## 630          1964     Gable  WdShngl     Plywood     Wd Sdng    BrkFace
## 631          1991     Gable  CompShg     VinylSd     VinylSd       None
## 632          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 633          1977       Hip  CompShg     Plywood     Plywood    BrkFace
## 634          2005     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 635          1980     Gable  CompShg     Plywood     Plywood       None
## 636          1995       Hip  CompShg     VinylSd     VinylSd       None
## 637          1950     Gable  CompShg     AsbShng     AsbShng       None
## 638          1954     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 639          1950     Gable  CompShg     MetalSd     Wd Sdng       None
## 640          2006       Hip  CompShg     VinylSd     VinylSd       None
## 641          2004       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 642          2001     Gable  CompShg     VinylSd     VinylSd       None
## 643          1995     Gable  CompShg     Plywood     Wd Sdng       None
## 644          1969   Mansard  CompShg     WdShing     HdBoard    BrkFace
## 645          2009     Gable  CompShg     CemntBd     CmentBd      Stone
## 646          1971       Hip  CompShg     Plywood     Plywood       None
## 647          1950       Hip  CompShg     MetalSd     MetalSd       None
## 648          1953       Hip  CompShg     Wd Sdng     Wd Sdng      Stone
## 649          1966     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 650          1970     Gable  CompShg     CemntBd     CmentBd       None
## 651          2007     Gable  CompShg     CemntBd     CmentBd       <NA>
## 652          1950     Gable  CompShg     MetalSd     MetalSd       None
## 653          1996     Gable  CompShg     VinylSd     VinylSd       None
## 654          1995     Gable  CompShg     MetalSd     MetalSd       None
## 655          1995       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 656          1971     Gable  CompShg     HdBoard     ImStucc    BrkFace
## 657          2006     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 658          2000     Gable  CompShg      Stucco     Wd Shng       None
## 659          1950     Gable  CompShg     VinylSd     VinylSd       None
## 660          1999       Hip  CompShg     MetalSd     MetalSd       None
## 661          1976     Gable  CompShg     Plywood     Plywood    BrkFace
## 662          2005       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 663          1968       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 664          1972     Gable  CompShg     Plywood     Plywood       None
## 665          2006     Gable  CompShg     VinylSd     VinylSd       None
## 666          2000     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 667          1979      Flat  Tar&Grv     Plywood     Plywood     BrkCmn
## 668          1998     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 669          1987     Gable  CompShg     CemntBd     Wd Sdng       None
## 670          1950     Gable  CompShg     MetalSd     MetalSd       None
## 671          2005     Gable  CompShg     VinylSd     VinylSd       None
## 672          1950   Gambrel  CompShg     Wd Sdng     Wd Sdng       None
## 673          1977     Gable  CompShg     Plywood     Plywood       None
## 674          2004       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 675          1965     Gable  CompShg     HdBoard     HdBoard       None
## 676          1978     Gable  CompShg     Plywood     Brk Cmn       None
## 677          1950     Gable  CompShg     AsbShng      Stucco       None
## 678          2006     Gable  CompShg     VinylSd     VinylSd       None
## 679          2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 680          1961       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 681          1980     Gable  CompShg     Plywood     Plywood       None
## 682          2000     Gable  CompShg     VinylSd      Stucco       None
## 683          1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 684          2002       Hip  CompShg     VinylSd     VinylSd      Stone
## 685          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 686          1984     Gable  CompShg     HdBoard     HdBoard       None
## 687          2007     Gable  CompShg     VinylSd     VinylSd       None
## 688          2004     Gable  CompShg     MetalSd     MetalSd       None
## 689          2007     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 690          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 691          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 692          1995     Gable  WdShngl     HdBoard     HdBoard    BrkFace
## 693          1990       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 694          1968     Gable  CompShg     MetalSd     MetalSd       None
## 695          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 696          1987     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 697          1950     Gable  CompShg     Wd Sdng     Wd Shng       None
## 698          1952     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 699          2009     Gable  CompShg     MetalSd     MetalSd       None
## 700          2004     Gable  CompShg     MetalSd     MetalSd       None
## 701          2002       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 702          1969       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 703          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 704          1996     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 705          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 706          1950       Hip  CompShg     VinylSd     Wd Shng       None
## 707          2002     Gable  CompShg     Plywood     Plywood      Stone
## 708          2006       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 709          2007       Hip  CompShg     VinylSd     VinylSd       None
## 710          1966     Gable  CompShg     HdBoard     HdBoard     BrkCmn
## 711          2003     Gable  CompShg     VinylSd     VinylSd       None
## 712          1950     Gable  CompShg     MetalSd     MetalSd       None
## 713          1989     Gable  CompShg     HdBoard     HdBoard       None
## 714          1970     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 715          2005     Gable  CompShg     HdBoard     Plywood    BrkFace
## 716          1974       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 717          1998     Gable  CompShg     Wd Sdng     VinylSd       None
## 718          2000     Gable  CompShg     HdBoard     HdBoard       None
## 719          1994       Hip  CompShg     Wd Sdng     ImStucc    BrkFace
## 720          1969     Gable  CompShg     HdBoard     Plywood       None
## 721          1985     Gable  CompShg     HdBoard     HdBoard       None
## 722          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 723          1970     Gable  CompShg     MetalSd     MetalSd       None
## 724          1972     Gable  CompShg     MetalSd     MetalSd       None
## 725          2008       Hip  CompShg     CemntBd     CmentBd      Stone
## 726          1970     Gable  CompShg     HdBoard     Plywood       None
## 727          2007       Hip  CompShg     Wd Sdng     Plywood    BrkFace
## 728          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 729          1958     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 730          1950     Gable  CompShg     MetalSd     MetalSd       None
## 731          1996     Gable  CompShg     CemntBd     CmentBd       None
## 732          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 733          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 734          1983       Hip  CompShg     HdBoard     HdBoard       None
## 735          1968     Gable  CompShg     Plywood     Plywood       None
## 736          1970     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 737          1950     Gable  CompShg      Stucco       Stone       None
## 738          2005     Gable  CompShg     VinylSd     VinylSd       None
## 739          1988     Gable  CompShg     Plywood     Plywood       None
## 740          2004     Gable  CompShg     VinylSd     VinylSd       None
## 741          2002     Gable  CompShg     Wd Sdng     Wd Shng       None
## 742          1996       Hip  CompShg     HdBoard     HdBoard       None
## 743          2001     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 744          1999     Gable  CompShg     HdBoard     HdBoard       None
## 745          1993     Gable  CompShg     HdBoard     HdBoard       None
## 746          1996       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 747          2000     Gable  CompShg     VinylSd     VinylSd       None
## 748          2003   Mansard  CompShg      Stucco      Stucco       None
## 749          1996       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 750          1950     Gable  CompShg     WdShing     Wd Shng       None
## 751          2004     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 752          2003     Gable  CompShg     VinylSd     VinylSd       None
## 753          1997     Gable  CompShg     VinylSd     VinylSd       None
## 754          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 755          2005     Gable  CompShg     Plywood     Plywood       None
## 756          1999     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 757          2007     Gable  CompShg     VinylSd     VinylSd       None
## 758          1978       Hip  CompShg     HdBoard     HdBoard     BrkCmn
## 759          1999     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 760          1995     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 761          1959       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 762          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 763          2009     Gable  CompShg     VinylSd     VinylSd       None
## 764          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 765          1996       Hip  CompShg     BrkFace     BrkFace       None
## 766          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 767          1988     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 768          1985     Gable  CompShg     VinylSd     VinylSd       None
## 769          2005       Hip  CompShg     VinylSd     VinylSd       None
## 770          2003       Hip  CompShg     CemntBd     Wd Shng    BrkFace
## 771          1982       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 772          1951     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 773          1976     Gable  CompShg     Plywood     Plywood       None
## 774          1958     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 775          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 776          1998       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 777          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 778          1974       Hip  CompShg     HdBoard     Plywood       None
## 779          1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 780          1977     Gable  CompShg     Plywood     ImStucc    BrkFace
## 781          1996     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 782          1992     Gable  CompShg     VinylSd     VinylSd       None
## 783          2002     Gable  CompShg     VinylSd     VinylSd       None
## 784          1978     Gable  CompShg     Plywood     Plywood    BrkFace
## 785          2001     Gable  CompShg     Wd Sdng     Wd Shng       None
## 786          1967     Gable  CompShg     BrkFace     Wd Sdng       None
## 787          1950     Gable  CompShg     MetalSd     MetalSd       None
## 788          2004     Gable  CompShg     VinylSd     VinylSd       None
## 789          2000     Gable  CompShg     MetalSd     MetalSd       None
## 790          2007     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 791          2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 792          1976     Gable  CompShg     HdBoard     HdBoard       None
## 793          1997     Gable  CompShg     MetalSd     MetalSd       None
## 794          2007     Gable  CompShg     CemntBd     CmentBd      Stone
## 795          1996     Gable  CompShg     MetalSd     MetalSd       None
## 796          1981     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 797          1977     Gable  CompShg     Plywood     Plywood    BrkFace
## 798          1953     Gable  CompShg     VinylSd     VinylSd       None
## 799          2009       Hip  CompShg     VinylSd     VinylSd      Stone
## 800          1950     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 801          1997     Gable  CompShg     VinylSd     VinylSd       None
## 802          1990     Gable  CompShg     MetalSd     MetalSd       None
## 803          2005     Gable  CompShg     WdShing     Wd Shng       None
## 804          2009       Hip  CompShg     VinylSd     VinylSd      Stone
## 805          1954     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 806          2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 807          1967     Gable  CompShg     VinylSd     VinylSd       None
## 808          2004     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 809          1966     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 810          1965       Hip  CompShg     AsbShng     AsbShng       None
## 811          1999       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 812          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 813          1952       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 814          1958     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 815          1950     Gable  CompShg      Stucco      Stucco       None
## 816          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 817          1954     Gable  CompShg     BrkFace     BrkFace       None
## 818          2002       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 819          1971     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 820          2010     Gable  CompShg     VinylSd     VinylSd      Stone
## 821          2003     Gable  CompShg     VinylSd     VinylSd       None
## 822          1953     Gable  CompShg     MetalSd     MetalSd       None
## 823          2003     Gable  CompShg     VinylSd     VinylSd       None
## 824          1950     Gable  CompShg     VinylSd     VinylSd       None
## 825          2006     Gable  CompShg     VinylSd     VinylSd       None
## 826          2008       Hip  CompShg     CemntBd     CmentBd    BrkFace
## 827          1950     Gable  CompShg     MetalSd     MetalSd       None
## 828          2001     Gable  CompShg     VinylSd     VinylSd       None
## 829          1967      Flat  Tar&Grv     Plywood     Plywood       None
## 830          2005     Gable  CompShg     MetalSd     MetalSd       None
## 831          1957     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 832          2005     Gable  CompShg     MetalSd     MetalSd       None
## 833          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 834          1964     Gable  CompShg     HdBoard     Plywood    BrkFace
## 835          1961     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 836          1995     Gable  CompShg     VinylSd     HdBoard       None
## 837          1973     Gable  CompShg     VinylSd     VinylSd       None
## 838          1973     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 839          2006     Gable  CompShg     VinylSd     VinylSd       None
## 840          1995     Gable  CompShg     MetalSd     MetalSd       None
## 841          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 842          2002     Gable  CompShg     MetalSd     MetalSd       None
## 843          1966     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 844          1961     Gable  CompShg     BrkFace     BrkFace       None
## 845          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 846          1981     Gable  CompShg     HdBoard     HdBoard       None
## 847          1993     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 848          1972     Gable  CompShg     HdBoard     Plywood       None
## 849          1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 850          1994       Hip  CompShg     Plywood     Plywood    BrkFace
## 851          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 852          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 853          1950     Gable  CompShg     MetalSd     MetalSd       None
## 854          1964     Gable  CompShg     MetalSd     HdBoard    BrkFace
## 855          1974       Hip  CompShg     Wd Sdng     Plywood       None
## 856          2010     Gable  CompShg     HdBoard     HdBoard       None
## 857          1978     Gable  CompShg     Plywood     HdBoard       None
## 858          1995     Gable  CompShg     HdBoard     HdBoard       None
## 859          1976     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 860          1984     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 861          1998     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 862          1965       Hip  CompShg     Plywood     HdBoard       None
## 863          1985       Hip  CompShg     HdBoard     Plywood       None
## 864          1959       Hip  CompShg     BrkFace     Plywood       None
## 865          2008     Gable  CompShg     VinylSd     VinylSd       None
## 866          1970     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 867          2007     Gable  CompShg     VinylSd     VinylSd      Stone
## 868          1961     Gable  CompShg     VinylSd     VinylSd       None
## 869          1950     Gable  CompShg     Plywood     Plywood       None
## 870          1994     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 871          1962       Hip  CompShg     MetalSd     MetalSd       None
## 872          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 873          1996     Gable  CompShg     WdShing     Wd Shng       None
## 874          1950     Gable  CompShg     HdBoard     HdBoard       None
## 875          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 876          2007     Gable  CompShg     CemntBd     CmentBd       None
## 877          1963     Gable  CompShg     HdBoard     Plywood       None
## 878          2005       Hip  CompShg     VinylSd     VinylSd      Stone
## 879          1995     Gable  CompShg     HdBoard     HdBoard       None
## 880          2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 881          2006     Gable  CompShg     VinylSd     VinylSd       None
## 882          1991     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 883          1993     Gable  CompShg     VinylSd     VinylSd       None
## 884          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 885          1967     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 886          2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 887          2005     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 888          1955     Gable  CompShg     MetalSd     MetalSd       None
## 889          1970      Flat  Tar&Grv     Wd Sdng     Wd Sdng       None
## 890          1953       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 891          2006     Gable  CompShg     MetalSd     MetalSd       None
## 892          1978       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 893          2003       Hip  CompShg     HdBoard     HdBoard       None
## 894          1954     Gable  CompShg     Wd Sdng     Plywood       None
## 895          1979     Gable  CompShg     Plywood     Plywood       None
## 896          1963       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 897          1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 898          1979     Gable  CompShg     Plywood     Plywood       None
## 899          2010       Hip  CompShg     VinylSd     VinylSd      Stone
## 900          1994     Gable  CompShg     HdBoard     Plywood       None
## 901          1971     Gable  CompShg     HdBoard     HdBoard       None
## 902          2000       Hip  CompShg     MetalSd     MetalSd       None
## 903          2003     Gable  CompShg     VinylSd     VinylSd       None
## 904          2006       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 905          1967     Gable  CompShg     HdBoard     Wd Sdng    BrkFace
## 906          1954     Gable  CompShg     HdBoard     HdBoard      Stone
## 907          2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 908          1987     Gable  CompShg     BrkFace     BrkFace       None
## 909          1983     Gable  CompShg     HdBoard     HdBoard       None
## 910          2005     Gable  CompShg     VinylSd     VinylSd       None
## 911          1960     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 912          1989     Gable  CompShg     HdBoard     Plywood       None
## 913          1950     Gable  CompShg     MetalSd     MetalSd       None
## 914          1950     Gable  CompShg     MetalSd     MetalSd       None
## 915          2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 916          1970     Gable  CompShg     CemntBd     CmentBd    BrkFace
## 917          1950     Gable  CompShg     AsbShng     AsbShng       None
## 918          1956     Gable  CompShg     VinylSd     VinylSd       None
## 919          1991     Gable  CompShg     HdBoard     HdBoard       None
## 920          2002       Hip  CompShg     MetalSd     MetalSd       None
## 921          1994     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 922          2003     Gable  CompShg     MetalSd     MetalSd       None
## 923          2006     Gable  CompShg     VinylSd     VinylSd       None
## 924          1994     Gable  CompShg     Plywood     Plywood       None
## 925          1980     Gable  CompShg     Plywood     Plywood    BrkFace
## 926          1977     Gable  CompShg     VinylSd     VinylSd       None
## 927          2004       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 928          1968     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 929          2001       Hip  CompShg     VinylSd     VinylSd       None
## 930          1997     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 931          2007     Gable  CompShg     VinylSd     VinylSd       None
## 932          1965     Gable  CompShg     VinylSd     VinylSd       None
## 933          2006       Hip  CompShg     VinylSd     ImStucc      Stone
## 934          2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 935          2007      Flat  Tar&Grv     Wd Sdng     Wd Sdng       None
## 936          1953     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 937          2003     Gable  CompShg     VinylSd     VinylSd       <NA>
## 938          2005     Gable  CompShg     VinylSd     VinylSd       None
## 939          2006     Gable  CompShg     VinylSd     VinylSd       None
## 940          1950     Gable  CompShg     MetalSd     MetalSd       None
## 941          1976     Gable  CompShg     Plywood     Plywood       None
## 942          1999     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 943          1977     Gable  CompShg     MetalSd     MetalSd       None
## 944          1967     Gable  CompShg     HdBoard     Plywood       None
## 945          1958     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 946          1996       Hip  CompShg     VinylSd     VinylSd       None
## 947          1959     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 948          2003       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 949          2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 950          2006       Hip  CompShg     Plywood     Plywood       None
## 951          2002     Gable  CompShg     VinylSd     VinylSd       None
## 952          1965     Gable  CompShg     VinylSd     VinylSd       None
## 953          2003     Gable  CompShg     WdShing     HdBoard       None
## 954          1969     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 955          1975      Flat  Tar&Grv     WdShing     Plywood    BrkFace
## 956          1950     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 957          1980     Gable  CompShg     MetalSd     MetalSd       None
## 958          1962       Hip  CompShg     MetalSd     MetalSd       None
## 959          2003     Gable  CompShg     VinylSd     VinylSd       None
## 960          1999       Hip  CompShg     MetalSd     MetalSd       None
## 961          2008     Gable  CompShg     Wd Sdng     Plywood       None
## 962          1995     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 963          1976     Gable  CompShg     Plywood     Brk Cmn       None
## 964          2007     Gable  CompShg     VinylSd     VinylSd       None
## 965          2003     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 966          2007     Gable  CompShg     VinylSd     VinylSd       None
## 967          1950     Gable  CompShg     MetalSd     MetalSd       None
## 968          1955       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 969          1950     Gable  CompShg     VinylSd     VinylSd       None
## 970          1958       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 971          1950     Gable  CompShg     AsbShng     AsbShng       None
## 972          2004     Gable  CompShg     VinylSd     Wd Shng      Stone
## 973          1979     Gable  CompShg     Plywood     Plywood       None
## 974          2008     Gable  CompShg     CemntBd     CmentBd       <NA>
## 975          1993     Gable  CompShg     HdBoard     HdBoard       None
## 976          2000     Gable  CompShg     MetalSd     MetalSd       None
## 977          1958     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 978          2007     Gable  CompShg     VinylSd     VinylSd       <NA>
## 979          1954     Gable  CompShg     MetalSd     MetalSd       None
## 980          1963     Gable  CompShg     VinylSd     VinylSd       None
## 981          2007     Gable  CompShg     CemntBd     CmentBd      Stone
## 982          1999       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 983          2007     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 984          2002     Gable  CompShg     CemntBd     CmentBd       None
## 985          1977     Gable  CompShg     Plywood     Plywood       None
## 986          1950     Gable  CompShg     MetalSd     MetalSd       None
## 987          2003       Hip  CompShg     VinylSd     VinylSd       None
## 988          2010       Hip  CompShg     VinylSd     VinylSd      Stone
## 989          1976     Gable  CompShg     Plywood     Plywood    BrkFace
## 990          2006     Gable  CompShg     VinylSd     VinylSd       None
## 991          1998     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 992          1986     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 993          1993       Hip  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 994          2006     Gable  CompShg     VinylSd     VinylSd       None
## 995          2007       Hip  CompShg     CemntBd     CmentBd      Stone
## 996          1950     Gable  CompShg     MetalSd     MetalSd       None
## 997          1961       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 998          1970       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 999          1950       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 1000         2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 1001         1952      Flat  Tar&Grv     BrkComm     Brk Cmn       None
## 1002         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1003         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1004         1976     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1005         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1006         1977     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1007         1970     Gable  CompShg     Plywood     Plywood       None
## 1008         1970     Gable  CompShg     CemntBd     CmentBd       None
## 1009         2005       Hip  CompShg     VinylSd     VinylSd      Stone
## 1010         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1011         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1012         1965       Hip  CompShg     AsphShn     AsphShn       None
## 1013         1996       Hip  CompShg     Wd Sdng     Wd Sdng       None
## 1014         2006       Hip  CompShg     MetalSd      Stucco       None
## 1015         1950     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1016         2001     Gable  CompShg     VinylSd     VinylSd       None
## 1017         1996       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1018         1984     Gable  CompShg     HdBoard     HdBoard       None
## 1019         1992     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1020         2005     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1021         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1022         2006     Gable  CompShg     VinylSd     VinylSd      Stone
## 1023         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1024         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1025         1976       Hip  WdShake       Stone     HdBoard       None
## 1026         1972     Gable  CompShg     VinylSd     VinylSd       None
## 1027         1960     Gable  CompShg     MetalSd     HdBoard    BrkFace
## 1028         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1029         1950     Gable  CompShg     WdShing     Wd Shng       None
## 1030         1972     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1031         1995     Gable  CompShg     VinylSd     VinylSd       None
## 1032         1970     Gable  CompShg     Wd Sdng     Plywood       None
## 1033         1993     Gable  CompShg     MetalSd     MetalSd       None
## 1034         2002     Gable  CompShg     VinylSd     VinylSd      Stone
## 1035         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1036         1957     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1037         2008       Hip  CompShg     VinylSd     VinylSd      Stone
## 1038         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1039         2008     Gable  CompShg     CemntBd     CmentBd       None
## 1040         1970     Gable  CompShg     CemntBd     CmentBd       None
## 1041         2000     Gable  CompShg     Wd Sdng     Wd Sdng     BrkCmn
## 1042         2000       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1043         2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 1044         1990       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1045         1981       Hip  WdShngl     BrkFace     BrkFace       None
## 1046         1955       Hip  CompShg     BrkFace     Wd Sdng       None
## 1047         2006       Hip  CompShg     CemntBd     CmentBd      Stone
## 1048         1995     Gable  CompShg     VinylSd     VinylSd       None
## 1049         2006       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1050         2006     Gable  CompShg     MetalSd     MetalSd       None
## 1051         2007     Gable  CompShg     VinylSd     VinylSd       None
## 1052         2007     Gable  CompShg     VinylSd     VinylSd       None
## 1053         1978     Gable  CompShg     VinylSd     VinylSd     BrkCmn
## 1054         2002       Hip  CompShg     HdBoard     HdBoard      Stone
## 1055         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1056         1976     Gable  CompShg     Plywood     Plywood    BrkFace
## 1057         2005     Gable  CompShg     VinylSd     VinylSd      Stone
## 1058         1994     Gable  CompShg     HdBoard     HdBoard       None
## 1059         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1060         1950     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1061         2001     Gable  CompShg     CemntBd     CmentBd       None
## 1062         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1063         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1064         1980     Gable  CompShg     MetalSd     MetalSd       None
## 1065         1966     Gable  CompShg     Plywood     Plywood    BrkFace
## 1066         1997     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1067         1994     Gable  CompShg     VinylSd     VinylSd       None
## 1068         1964     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1069         1973     Gable  CompShg     CemntBd     CmentBd       None
## 1070         2003     Gable  CompShg     MetalSd     MetalSd       None
## 1071         1956       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1072         1968     Gable  CompShg     MetalSd     MetalSd       None
## 1073         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1074         1977       Hip  CompShg     HdBoard     Plywood    BrkFace
## 1075         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1076         1984     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1077         1989     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1078         1969     Gable  CompShg     VinylSd     Plywood       None
## 1079         2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1080         1994     Gable  CompShg     VinylSd     VinylSd       None
## 1081         2004     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1082         1963     Gable  CompShg     HdBoard     HdBoard       None
## 1083         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1084         1964       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1085         1996     Gable  CompShg     HdBoard     HdBoard       None
## 1086         1992     Gable  CompShg     HdBoard     HdBoard       None
## 1087         1973     Gable  CompShg     CemntBd     CmentBd       None
## 1088         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1089         2004     Gable  CompShg     VinylSd     VinylSd      Stone
## 1090         2005     Gable  CompShg     MetalSd     MetalSd       None
## 1091         1950     Gable  CompShg     BrkFace     BrkFace       None
## 1092         2000     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1093         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1094         1998       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1095         2000     Gable  CompShg     MetalSd     MetalSd       None
## 1096         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1097         2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1098         1986     Gable  CompShg     HdBoard     HdBoard       None
## 1099         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1100         1978     Gable  CompShg     Plywood     Plywood    BrkFace
## 1101         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1102         1971     Gable  CompShg     HdBoard     MetalSd       None
## 1103         2002     Gable  CompShg     Wd Sdng     Wd Sdng    BrkFace
## 1104         1959       Hip  CompShg     BrkFace     BrkFace       None
## 1105         1970     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1106         1995     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1107         1991       Hip  CompShg     HdBoard     HdBoard       None
## 1108         2006     Gable  CompShg     VinylSd     VinylSd       None
## 1109         2000     Gable  CompShg     VinylSd     VinylSd       None
## 1110         2005     Gable  CompShg     MetalSd     MetalSd      Stone
## 1111         1996     Gable  CompShg     HdBoard     HdBoard       None
## 1112         1976       Hip  CompShg     Plywood     Plywood    BrkFace
## 1113         1957     Gable  CompShg     WdShing     Wd Shng       None
## 1114         2006     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1115         2000     Gable  CompShg     MetalSd     MetalSd       None
## 1116         2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 1117         2002       Hip  CompShg     VinylSd     VinylSd       None
## 1118         2003     Gable  CompShg     VinylSd     VinylSd       None
## 1119         1987     Gable  CompShg     MetalSd     MetalSd       None
## 1120         1959     Gable  CompShg     BrkFace     Wd Sdng       None
## 1121         1950     Gable  CompShg     BrkFace     BrkFace       None
## 1122         2006     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1123         1956     Gable  CompShg     AsbShng     AsbShng       None
## 1124         2008       Hip  CompShg     VinylSd     VinylSd       None
## 1125         1992     Gable  CompShg     HdBoard     HdBoard    BrkFace
## 1126         1955     Gable  CompShg     Plywood     Plywood       None
## 1127         2007       Hip  CompShg     VinylSd     VinylSd    BrkFace
## 1128         2004       Hip  CompShg     VinylSd     VinylSd       None
## 1129         2005     Gable  CompShg     VinylSd     VinylSd       None
## 1130         1980     Gable  CompShg     MetalSd     MetalSd    BrkFace
## 1131         1950     Gable  CompShg     WdShing     Plywood       None
## 1132         1992     Gable  CompShg     HdBoard     HdBoard       None
## 1133         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1134         1995     Gable  CompShg     VinylSd     VinylSd       None
## 1135         1997     Gable  CompShg     VinylSd     VinylSd       None
## 1136         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1137         1950     Gable  CompShg     VinylSd     VinylSd       None
## 1138         1996     Gable  CompShg     VinylSd     VinylSd       None
## 1139         1977     Gable  CompShg     Plywood     ImStucc       None
## 1140         1950     Gable  CompShg      Stucco      Stucco       None
## 1141         1951     Gable  CompShg     HdBoard     HdBoard       None
## 1142         1976     Gable  CompShg     Plywood     Plywood    BrkFace
## 1143         2007       Hip  CompShg     VinylSd     VinylSd      Stone
## 1144         1959     Gable  CompShg     Wd Sdng     Plywood       None
## 1145         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1146         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1147         1985     Gable  CompShg     Wd Sdng     Wd Shng    BrkFace
## 1148         1950     Gable  CompShg     MetalSd     MetalSd       None
## 1149         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1150         1988       Hip  CompShg     VinylSd     VinylSd       None
## 1151         1950     Gable  CompShg     BrkFace     BrkFace       None
## 1152         1959     Gable  CompShg     HdBoard     Plywood    BrkFace
## 1153         2004     Gable  CompShg       Stone       Stone       None
## 1154         2007     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1155         1988     Gable  CompShg     VinylSd     VinylSd      Stone
## 1156         2004     Gable  CompShg     Plywood     Plywood       None
## 1157         1999     Gable  CompShg     BrkFace     BrkFace       None
## 1158         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1159         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1160         1974       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1161         1978     Gable  CompShg     Plywood     Brk Cmn       None
## 1162         2006       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1163         1968     Gable  CompShg     VinylSd     VinylSd       None
## 1164         1969     Gable  CompShg     Plywood     Plywood       None
## 1165         1978     Gable  CompShg     Plywood     Plywood       None
## 1166         2009     Gable  CompShg     VinylSd     VinylSd      Stone
## 1167         2008     Gable  CompShg     VinylSd     VinylSd      Stone
## 1168         2000     Gable  CompShg     VinylSd     VinylSd       None
## 1169         1986       Hip  CompShg      Stucco      Stucco       None
## 1170         1996       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1171         1977     Gable  CompShg     Plywood     Plywood       None
## 1172         1958       Hip  CompShg     MetalSd     MetalSd       None
## 1173         2007     Gable  CompShg     MetalSd     MetalSd       None
## 1174         1994     Gable  CompShg     MetalSd     MetalSd       None
## 1175         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1176         2000       Hip  CompShg     HdBoard     HdBoard    BrkFace
## 1177         1985     Gable  CompShg     HdBoard     Plywood       None
## 1178         2004     Gable  CompShg     MetalSd     MetalSd       None
## 1179         1950     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1180         1954     Gable  CompShg     Wd Sdng     Wd Sdng       None
## 1181         1991     Gable  CompShg     MetalSd     MetalSd       None
## 1182         2008       Hip  CompShg     CemntBd     CmentBd      Stone
## 1183         1996       Hip  CompShg     Wd Sdng     ImStucc       None
## 1184         1950       Hip  CompShg      Stucco      Stucco       None
## 1185         1963       Hip  CompShg     MetalSd     MetalSd    BrkFace
## 1186         1950     Gable  CompShg     AsbShng     AsbShng       None
## 1187         1970     Gable  CompShg     HdBoard     HdBoard       None
## 1188         1995     Gable  CompShg     ImStucc     ImStucc       None
## 1189         2002     Gable  CompShg     VinylSd     VinylSd    BrkFace
## 1190         1999     Gable  CompShg     VinylSd     VinylSd       None
##      MasVnrArea ExterQual ExterCond Foundation BsmtQual BsmtCond BsmtExposure
## 1           196        Gd        TA      PConc       Gd       TA           No
## 2             0        TA        TA     CBlock       Gd       TA           Gd
## 3           162        Gd        TA      PConc       Gd       TA           Mn
## 4             0        TA        TA     BrkTil       TA       Gd           No
## 5           350        Gd        TA      PConc       Gd       TA           Av
## 6             0        TA        TA       Wood       Gd       TA           No
## 7           186        Gd        TA      PConc       Ex       TA           Av
## 8           240        TA        TA     CBlock       Gd       TA           Mn
## 9             0        TA        TA     BrkTil       TA       TA           No
## 10            0        TA        TA     BrkTil       TA       TA           No
## 11            0        TA        TA     CBlock       TA       TA           No
## 12          286        Ex        TA      PConc       Ex       TA           No
## 13            0        TA        TA     CBlock       TA       TA           No
## 14          306        Gd        TA      PConc       Gd       TA           Av
## 15          212        TA        TA     CBlock       TA       TA           No
## 16            0        TA        TA     BrkTil       TA       TA           No
## 17          180        TA        TA     CBlock       TA       TA           No
## 18            0        TA        TA       Slab     <NA>     <NA>         <NA>
## 19            0        TA        TA      PConc       TA       TA           No
## 20            0        TA        TA     CBlock       TA       TA           No
## 21          380        Gd        TA      PConc       Ex       TA           Av
## 22            0        TA        TA      PConc       TA       TA           No
## 23          281        Gd        TA      PConc       Gd       TA           No
## 24            0        TA        TA      PConc       Gd       TA           No
## 25            0        TA        Gd     CBlock       TA       TA           Mn
## 26          640        Gd        TA      PConc       Gd       TA           No
## 27            0        TA        TA     CBlock       TA       TA           Mn
## 28          200        Gd        TA      PConc       Ex       TA           No
## 29            0        TA        TA     CBlock       TA       TA           Gd
## 30            0        TA        TA     BrkTil       TA       TA           No
## 31            0        TA        Fa     BrkTil       TA       TA           No
## 32            0        TA        TA     CBlock       TA       TA           No
## 33            0        Gd        TA      PConc       Ex       TA           Av
## 34            0        TA        TA     CBlock       TA       TA           No
## 35          246        Ex        TA      PConc       Ex       TA           No
## 36          132        Gd        TA      PConc       Ex       TA           Av
## 37            0        TA        TA      PConc       Gd       TA           No
## 38          650        TA        TA     CBlock       TA       TA           No
## 39            0        TA        Gd     CBlock       TA       TA           No
## 40            0        TA        TA      PConc     <NA>     <NA>         <NA>
## 41          101        TA        TA     CBlock       TA       TA           No
## 42            0        TA        Gd     CBlock       TA       TA           Gd
## 43            0        TA        TA     CBlock       Gd       TA           Av
## 44            0        TA        TA     CBlock       Gd       TA           Av
## 45            0        TA        TA     CBlock       TA       TA           No
## 46          412        Ex        TA      PConc       Ex       TA           No
## 47            0        Gd        TA      PConc       Ex       TA           No
## 48            0        Gd        TA      PConc       Gd       TA           Av
## 49            0        TA        TA     BrkTil       TA       TA           No
## 50            0        TA        TA     CBlock       TA       TA           No
## 51            0        TA        TA      PConc       Gd       TA           Av
## 52            0        TA        TA      PConc       TA       TA           No
## 53            0        Fa        TA     CBlock       Gd       TA           Gd
## 54            0        Gd        TA     CBlock       Ex       TA           Gd
## 55            0        TA        TA     CBlock       TA       TA           No
## 56          272        TA        TA     CBlock       TA       TA           No
## 57          456        Gd        TA      PConc       Gd       TA           No
## 58            0        Gd        TA      PConc       Gd       TA           No
## 59         1031        Ex        TA      PConc       Ex       TA           Gd
## 60            0        TA        TA     CBlock       TA       TA           Av
## 61            0        TA        TA      PConc       Gd       TA           No
## 62            0        TA        TA     BrkTil       TA       Fa           No
## 63          178        Gd        TA      PConc       Gd       Gd           Mn
## 64            0        TA        TA     BrkTil       TA       TA           No
## 65          573        TA        TA      PConc       Gd       TA           No
## 66          344        Gd        TA      PConc       Ex       TA           Av
## 67          287        TA        TA     CBlock       Gd       TA           Gd
## 68          167        Gd        TA      PConc       Gd       TA           Av
## 69            0        TA        Gd     CBlock       TA       TA           No
## 70            0        Gd        TA     CBlock       TA       TA           No
## 71         1115        TA        Gd     CBlock       Gd       TA           Gd
## 72            0        TA        TA     CBlock       TA       TA           No
## 73           40        TA        TA      PConc       Gd       TA           No
## 74          104        TA        TA     CBlock       TA       TA           No
## 75            0        Gd        Gd     CBlock       Fa       TA           No
## 76            0        TA        TA     CBlock       Gd       TA           Gd
## 77            0        TA        TA     CBlock       TA       TA           No
## 78            0        TA        TA     CBlock       TA       TA           No
## 79            0        TA        TA     CBlock       TA       TA           No
## 80            0        TA        TA      PConc       TA       TA           No
## 81          576        TA        Gd     CBlock       Gd       TA           No
## 82          443        TA        Gd      PConc       Ex       Gd           No
## 83          468        TA        TA      PConc       Gd       TA           No
## 84           66        TA        TA     CBlock       TA       TA           No
## 85           22        TA        TA      PConc       Gd       TA           No
## 86          284        Gd        TA     CBlock       Gd       TA           No
## 87            0        Gd        TA      PConc       Gd       TA           Av
## 88           76        Gd        TA      PConc       Gd       TA           Av
## 89            0        Fa        Fa     CBlock       TA       Fa           No
## 90            0        TA        TA      PConc       Gd       TA           No
## 91            0        TA        TA       Slab     <NA>     <NA>         <NA>
## 92          203        TA        TA     CBlock       TA       TA           No
## 93            0        TA        Gd     BrkTil       Gd       TA           No
## 94            0        TA        TA     BrkTil       TA       Fa           Mn
## 95            0        TA        Gd      PConc       Gd       TA           No
## 96           68        Ex        Gd      PConc       Gd       Gd           No
## 97          183        Gd        TA      PConc       Gd       TA           Av
## 98           48        TA        TA     CBlock       TA       TA           No
## 99            0        TA        TA     BrkTil       TA       TA           No
## 100           0        TA        TA     CBlock       TA       TA           No
## 101          28        TA        TA      PConc       TA       TA           Mn
## 102         336        Gd        TA     CBlock       Gd       TA           No
## 103           0        TA        Fa       Slab     <NA>     <NA>         <NA>
## 104           0        TA        TA      PConc       Gd       TA           No
## 105         600        TA        Fa      PConc       TA       TA           No
## 106         768        Gd        TA      PConc       Ex       TA           No
## 107           0        TA        TA     BrkTil       Fa       TA           No
## 108           0        TA        TA     CBlock       TA       TA           No
## 109           0        TA        TA     CBlock       TA       TA           No
## 110         480        TA        TA     CBlock       Gd       TA           No
## 111           0        TA        TA     CBlock       TA       Fa           No
## 112           0        TA        TA      PConc       Gd       TA           No
## 113         220        Gd        TA      PConc       Ex       TA           Av
## 114         184        TA        Gd     CBlock       Gd       TA           Mn
## 115           0        TA        TA     CBlock       TA       TA           No
## 116        1129        TA        TA      PConc       Gd       TA           No
## 117         116        TA        TA     CBlock       TA       TA           No
## 118           0        TA        TA      PConc       Gd       TA           No
## 119           0        TA        TA      PConc       Gd       TA           Mn
## 120           0        Gd        TA      PConc       Gd       TA           No
## 121           0        TA        TA     CBlock       TA       TA           Gd
## 122           0        TA        TA      PConc       TA       TA           No
## 123         135        TA        Gd     CBlock       TA       TA           No
## 124           0        Gd        TA      PConc       Gd       TA           No
## 125           0        TA        Gd     CBlock       Gd       Fa           No
## 126           0        TA        Fa     CBlock       TA       TA           Av
## 127           0        TA        TA     CBlock       Gd       TA           No
## 128           0        TA        Gd     BrkTil       TA       TA           No
## 129         266        TA        TA     CBlock       TA       TA           No
## 130          85        TA        TA     CBlock       TA       TA           No
## 131         309        TA        TA     CBlock       TA       TA           No
## 132          40        Gd        TA      PConc       Gd       TA           No
## 133           0        TA        TA     CBlock       TA       TA           No
## 134         136        Gd        TA      PConc       Ex       TA           No
## 135           0        TA        TA     CBlock       TA       TA           No
## 136         288        TA        TA      PConc       TA       TA           No
## 137         196        TA        TA     CBlock       TA       TA           No
## 138          70        TA        TA     CBlock       TA       TA           No
## 139         320        Gd        TA      PConc       Gd       TA           Mn
## 140           0        TA        TA      PConc       Gd       TA           No
## 141           0        TA        TA     CBlock       TA       TA           No
## 142           0        Gd        TA      PConc       Gd       TA           Av
## 143           0        TA        Fa     CBlock       TA       TA           No
## 144         183        Gd        TA      PConc       Gd       TA           Gd
## 145         336        TA        TA     CBlock       TA       TA           No
## 146          50        Gd        TA      PConc       Gd       TA           No
## 147           0        TA        TA     BrkTil       TA       TA           No
## 148         180        Gd        TA      PConc       Gd       TA           No
## 149         120        TA        TA      PConc       Gd       TA           No
## 150           0        TA        TA     BrkTil       Gd       TA           No
## 151           0        TA        TA     CBlock       TA       TA           Av
## 152         436        Gd        TA      PConc       Ex       TA           Gd
## 153         252        TA        TA     CBlock       TA       TA           No
## 154           0        TA        TA     CBlock       Gd       TA           Gd
## 155           0        TA        TA     BrkTil       TA       TA           No
## 156           0        TA        TA     BrkTil       TA       TA           No
## 157           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 158          84        Gd        TA      PConc       Ex       TA           No
## 159           0        Gd        TA      PConc       Gd       TA           No
## 160         456        Gd        TA      PConc       Gd       TA           Mn
## 161           0        TA        TA      PConc       Gd       TA           No
## 162         664        Gd        TA      PConc       Ex       TA           Av
## 163         226        Gd        TA      PConc       Gd       TA           Mn
## 164           0        TA        TA     CBlock       TA       TA           No
## 165           0        TA        Gd     BrkTil       TA       TA           Mn
## 166           0        TA        Gd     BrkTil       TA       TA           No
## 167           0        Gd        TA     CBlock       TA       TA           No
## 168         300        Gd        TA      PConc       Ex       TA           No
## 169           0        Gd        TA      PConc       Gd       TA           No
## 170         653        Gd        TA     CBlock       Gd       TA           No
## 171           0        TA        TA     CBlock       TA       TA           No
## 172         112        TA        TA     CBlock       TA       Gd           Gd
## 173           0        Gd        Gd      PConc       Gd       Gd           No
## 174         491        TA        TA     CBlock       TA       TA           No
## 175         132        TA        TA     CBlock       Gd       Fa           No
## 176           0        TA        TA     CBlock       TA       Gd           Av
## 177         268        Gd        TA      PConc       Gd       TA           No
## 178           0        Gd        Gd     CBlock       TA       TA           No
## 179         748        Ex        TA      PConc       Ex       TA           No
## 180           0        Gd        TA     CBlock       TA       TA           No
## 181         456        Gd        TA      PConc       Gd       TA           No
## 182           0        TA        TA     BrkTil       Fa       TA           No
## 183          98        TA        TA      PConc     <NA>     <NA>         <NA>
## 184           0        TA        TA      PConc       Gd       TA           No
## 185           0        TA        TA      PConc       Fa       TA           No
## 186           0        Gd        Gd     BrkTil       TA       TA           Mn
## 187           0        TA        TA      PConc       Gd       TA           Av
## 188           0        TA        TA     CBlock       Fa       TA           No
## 189         275        TA        TA     CBlock       Gd       TA           Av
## 190           0        Gd        TA      PConc       Ex       TA           Av
## 191           0        Gd        TA     CBlock       Gd       Gd           No
## 192         138        TA        TA     CBlock       TA       TA           No
## 193           0        Gd        TA      PConc       Gd       TA           Av
## 194          50        Gd        TA      PConc       Gd       TA           No
## 195           0        TA        TA     CBlock       TA       TA           Av
## 196           0        TA        TA     CBlock       Gd       TA           No
## 197         205        Ex        TA      PConc       Ex       TA           No
## 198           0        Gd        Gd      PConc       TA       TA           No
## 199           0        TA        TA     CBlock       TA       TA           No
## 200         262        Gd        TA      PConc       Ex       TA           Av
## 201           0        TA        TA      PConc       Gd       TA           No
## 202           0        TA        TA     CBlock       TA       TA           No
## 203           0        TA        Gd     BrkTil       Fa       TA           No
## 204         205        Gd        TA      PConc       Gd       TA           Av
## 205           0        TA        TA     CBlock       TA       TA           No
## 206           0        TA        TA      PConc       Gd       TA           No
## 207           0        TA        Gd     CBlock       TA       TA           No
## 208           0        TA        TA      PConc       TA       TA           No
## 209         128        Gd        TA     CBlock       Gd       TA           Gd
## 210         260        TA        TA     CBlock       Gd       TA           No
## 211           0        TA        TA     CBlock       TA       TA           No
## 212           0        TA        TA      PConc       Gd       TA           Mn
## 213           0        TA        TA      PConc       Gd       TA           No
## 214           0        TA        TA      PConc       Gd       TA           No
## 215         153        TA        TA     CBlock       Gd       TA           No
## 216          64        TA        TA     CBlock       TA       TA           No
## 217         266        Gd        TA      PConc       Gd       TA           Mn
## 218           0        TA        TA     CBlock       TA       TA           No
## 219         312        Gd        Gd     CBlock       TA       TA           No
## 220          16        Gd        TA      PConc       Gd       TA           Av
## 221           0        Gd        TA      PConc       Gd       TA           Mn
## 222           0        Gd        TA      PConc       Gd       TA           No
## 223           0        TA        TA     CBlock       Gd       TA           No
## 224           0        TA        TA     CBlock       TA       TA           No
## 225         922        Ex        TA      PConc       Ex       TA           Gd
## 226         142        TA        TA     CBlock       TA       TA           No
## 227         290        Gd        TA      PConc       Gd       TA           No
## 228         127        TA        TA     CBlock       TA       TA           No
## 229           0        TA        TA     CBlock       TA       TA           No
## 230          16        Gd        TA      PConc       Gd       TA           Av
## 231         220        TA        TA     CBlock       TA       TA           No
## 232         506        Gd        TA      PConc       Gd       TA           No
## 233         297        TA        TA     CBlock       TA       TA           No
## 234           0        TA        TA     CBlock       TA       Gd           Av
## 235          NA        Gd        TA      PConc       Gd       TA           No
## 236         604        TA        TA     CBlock       TA       TA           No
## 237          98        Gd        TA      PConc       Gd       TA           Av
## 238           0        Gd        TA      PConc       Gd       TA           No
## 239         254        Ex        TA      PConc       Ex       TA           No
## 240           0        TA        TA     CBlock       TA       Fa           No
## 241          36        Gd        TA      PConc       Gd       TA           Av
## 242           0        TA        Gd     CBlock       TA       TA           No
## 243           0        TA        TA     BrkTil       TA       TA           No
## 244           0        TA        TA     CBlock       Gd       TA           No
## 245           0        Gd        TA      PConc       Gd       TA           No
## 246         102        TA        TA     CBlock       Gd       TA           Av
## 247           0        TA        Fa      Stone       Fa       TA           No
## 248           0        TA        TA     CBlock       TA       TA           No
## 249         101        Gd        TA      PConc       Gd       TA           No
## 250         472        Gd        TA     CBlock       Gd       TA           Gd
## 251           0        TA        Po     CBlock       TA       TA           No
## 252         481        Gd        TA      PConc       Gd       TA           Gd
## 253           0        Gd        TA      PConc       Gd       TA           No
## 254         108        TA        TA     CBlock       Gd       TA           Gd
## 255           0        TA        Gd     CBlock       TA       TA           No
## 256         302        Gd        TA      PConc       Gd       TA           No
## 257           0        Gd        TA      PConc       Gd       TA           No
## 258         180        Gd        TA      PConc       Gd       TA           No
## 259         172        Gd        TA      PConc       Gd       TA           No
## 260           0        TA        TA      PConc     <NA>     <NA>         <NA>
## 261         399        TA        TA     CBlock       TA       TA           Gd
## 262         270        Gd        TA      PConc       Ex       TA           No
## 263          46        TA        TA     CBlock       Gd       Gd           Av
## 264           0        TA        TA     BrkTil       TA       TA           No
## 265           0        TA        TA     BrkTil       Fa       TA           No
## 266         210        TA        Gd     CBlock       Gd       TA           No
## 267           0        TA        TA      PConc       Gd       TA           Av
## 268           0        TA        TA      PConc       TA       TA           No
## 269           0        TA        TA     CBlock       TA       TA           No
## 270         174        TA        Gd     CBlock       TA       Gd           No
## 271           0        Gd        TA      PConc       Gd       TA           Mn
## 272           0        TA        TA     CBlock       Gd       TA           Gd
## 273         348        Gd        TA      PConc       Gd       TA           No
## 274         183        TA        TA     CBlock       TA       TA           No
## 275           0        TA        TA     CBlock       TA       TA           Gd
## 276           0        Gd        Gd     BrkTil       TA       TA           No
## 277           0        Gd        TA      PConc       Ex       TA           No
## 278           0        TA        TA     CBlock       TA       TA           No
## 279         315        Ex        TA      PConc       Ex       TA           Gd
## 280         299        TA        TA     CBlock       Gd       TA           No
## 281         340        Gd        TA     CBlock       Gd       TA           Av
## 282          68        Gd        TA      PConc       Gd       TA           No
## 283         166        Gd        TA      PConc       Gd       TA           No
## 284          72        Gd        TA      PConc       Gd       TA           No
## 285           0        Gd        TA      PConc       Gd       TA           No
## 286           0        Gd        TA      PConc       Gd       TA           No
## 287           0        TA        TA     CBlock       TA       TA           No
## 288           0        TA        TA     CBlock       TA       TA           No
## 289          31        TA        Gd     CBlock       TA       TA           No
## 290           0        TA        TA     BrkTil       TA       TA           No
## 291           0        Gd        TA      PConc       Gd       TA           Av
## 292           0        TA        Fa      PConc       TA       Fa           No
## 293           0        TA        TA     CBlock       TA       TA           No
## 294          34        TA        TA     CBlock       TA       TA           No
## 295         238        TA        TA     CBlock       TA       TA           No
## 296           0        TA        TA     CBlock       TA       TA           Av
## 297           0        TA        TA     CBlock       TA       TA           No
## 298        1600        Gd        TA      PConc       Gd       TA           No
## 299         365        Gd        TA     CBlock       TA       TA           No
## 300           0        TA        Gd     CBlock       TA       TA           No
## 301          56        TA        TA     CBlock       TA       TA           Mn
## 302           0        Gd        TA      PConc       Gd       TA           No
## 303         150        Gd        TA      PConc       Gd       TA           No
## 304           0        TA        TA      PConc       TA       TA           No
## 305           0        TA        TA     BrkTil       TA       TA           No
## 306         246        Gd        TA      PConc       Gd       TA           No
## 307         246        Gd        TA     CBlock       Gd       TA           No
## 308           0        TA        Fa     CBlock       TA       TA           No
## 309           0        TA        TA     CBlock       TA       TA           No
## 310           0        Gd        TA      PConc       Ex       TA           Gd
## 311         112        TA        TA      PConc       Gd       TA           No
## 312           0        TA        Gd     CBlock       TA       TA           No
## 313           0        TA        TA     CBlock       Gd       TA           Mn
## 314           0        TA        TA     CBlock       Gd       TA           Gd
## 315           0        TA        TA     BrkTil       TA       Gd           No
## 316           0        Gd        TA      PConc       Gd       TA           No
## 317         278        Gd        TA     CBlock       Gd       TA           No
## 318           0        Gd        TA      PConc       Gd       TA           Av
## 319         256        Gd        TA      PConc       Gd       TA           Gd
## 320         225        TA        TA     CBlock       Gd       TA           Av
## 321         370        TA        TA      PConc       Ex       Gd           Av
## 322         388        Gd        TA      PConc       Ex       TA           Av
## 323         172        Gd        TA     CBlock       TA       TA           Gd
## 324           0        TA        Gd     CBlock       TA       TA           No
## 325         300        Gd        Gd     CBlock       Gd       TA           No
## 326           0        TA        TA     CBlock       TA       TA           Av
## 327           0        Gd        TA      PConc       Gd       TA           Gd
## 328         175        TA        TA     CBlock       TA       TA           No
## 329           0        TA        TA     BrkTil       TA       TA           No
## 330           0        TA        TA      PConc       TA       TA           Mn
## 331          84        TA        TA     CBlock       TA       TA           No
## 332           0        TA        TA     CBlock       TA       TA           No
## 333         296        Gd        TA      PConc       Gd       TA           No
## 334         146        Gd        TA      PConc       Gd       TA           Av
## 335           0        TA        TA      PConc       Gd       TA           Gd
## 336           0        TA        TA     CBlock       TA       TA           Gd
## 337         200        Gd        TA      PConc       Ex       TA           Gd
## 338         113        Gd        TA      PConc       Gd       TA           Av
## 339           0        Gd        TA     CBlock       Gd       TA           Mn
## 340         176        TA        TA     CBlock       TA       Fa           No
## 341           0        Gd        TA      PConc       Gd       TA           No
## 342           0        Fa        Fa     CBlock       TA       Fa           No
## 343         340        TA        TA       Slab     <NA>     <NA>         <NA>
## 344         616        Ex        TA      PConc       Ex       TA           No
## 345           0        TA        TA     CBlock       Gd       TA           No
## 346           0        TA        TA     BrkTil       TA       TA           No
## 347           0        TA        Gd     CBlock       TA       TA           Mn
## 348          30        TA        TA     CBlock       TA       TA           No
## 349         106        Gd        TA      PConc       Gd       TA           No
## 350         870        Ex        TA      PConc       Ex       TA           No
## 351         362        Ex        TA      PConc       Ex       TA           No
## 352           0        TA        TA      PConc       Gd       TA           Gd
## 353           0        TA        TA     CBlock       TA       Fa           Mn
## 354           0        TA        Gd     BrkTil       TA       TA           No
## 355           0        TA        TA     CBlock       TA       TA           No
## 356           0        Gd        Gd      PConc       Gd       Gd           No
## 357         106        TA        TA      PConc       Gd       TA           No
## 358           0        TA        TA      PConc       Gd       TA           No
## 359         120        TA        TA     CBlock       TA       TA           Av
## 360         530        Gd        TA      PConc       Gd       TA           Av
## 361           0        TA        TA     CBlock       Gd       TA           Av
## 362           0        TA        TA     CBlock       TA       TA           No
## 363         500        Gd        TA       Slab     <NA>     <NA>         <NA>
## 364         510        TA        TA     CBlock       TA       TA           No
## 365         120        TA        TA      PConc       Gd       TA           Mn
## 366           0        TA        Gd     CBlock       TA       Fa           No
## 367         247        TA        TA     CBlock       Gd       TA           No
## 368         305        TA        TA     CBlock       Gd       TA           Gd
## 369         200        TA        TA      PConc       TA       TA           No
## 370           0        TA        Gd     CBlock       TA       TA           No
## 371           0        TA        TA      PConc       Gd       TA           No
## 372           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 373           0        TA        TA     CBlock       Gd       TA           No
## 374           0        TA        TA      PConc       TA       TA           No
## 375           0        Gd        TA      PConc       Gd       TA           No
## 376           0        Fa        Fa     BrkTil       Fa       Po           Gd
## 377           0        Gd        TA      PConc       Gd       TA           Av
## 378           0        Gd        TA      PConc       Gd       TA           No
## 379         350        Gd        TA      PConc       Ex       TA           Av
## 380          16        TA        TA      PConc       Gd       TA           No
## 381           0        TA        TA     BrkTil       TA       TA           No
## 382           0        Gd        TA      PConc       Gd       Gd           No
## 383           0        Gd        TA      PConc       Gd       TA           Av
## 384           0        TA        TA     BrkTil       Fa       Fa           No
## 385           0        Gd        TA      PConc       Gd       TA           Av
## 386          16        Gd        TA      PConc       Gd       TA           No
## 387           0        TA        Fa      PConc       TA       TA           No
## 388         255        TA        TA     CBlock       TA       TA           Av
## 389         125        Gd        TA      PConc       Gd       TA           No
## 390         272        Ex        TA      PConc       Ex       TA           Av
## 391           0        TA        TA     BrkTil       TA       Gd           No
## 392           0        TA        TA      PConc       Ex       TA           No
## 393           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 394           0        TA        TA     CBlock       TA       TA           No
## 395           0        TA        TA     CBlock       TA       TA           No
## 396           0        TA        TA     CBlock       TA       TA           Av
## 397           0        TA        TA     CBlock       TA       TA           Av
## 398         288        TA        TA     CBlock       TA       TA           No
## 399           0        TA        Fa     BrkTil       Fa       Po           No
## 400         100        Gd        TA      PConc       Gd       TA           No
## 401           0        Gd        TA      PConc       Gd       TA           No
## 402           0        Gd        TA      PConc       Gd       TA           Av
## 403           0        TA        TA      PConc       TA       TA           No
## 404         650        Gd        TA      PConc       Gd       TA           No
## 405           0        TA        TA      PConc       Gd       TA           No
## 406           0        TA        TA     CBlock       TA       TA           No
## 407           0        TA        TA     BrkTil       TA       TA           No
## 408           0        TA        TA     BrkTil       Gd       TA           No
## 409         350        Gd        TA      PConc       Ex       Gd           No
## 410         100        Gd        TA      PConc       Ex       TA           No
## 411           0        TA        Fa     CBlock       TA       Fa           No
## 412           0        TA        TA     CBlock       TA       TA           Mn
## 413         432        Ex        TA      PConc       Ex       TA           Av
## 414           0        TA        TA     CBlock       TA       TA           No
## 415           0        Gd        TA      PConc       Gd       TA           No
## 416           0        Gd        TA      PConc       Gd       TA           Av
## 417         203        TA        TA     CBlock       TA       TA           No
## 418           0        TA        TA     BrkTil       Gd       TA           No
## 419           0        TA        TA     BrkTil       TA       TA           No
## 420           0        TA        TA     CBlock       TA       TA           No
## 421         200        TA        Gd      PConc       Gd       Gd           Gd
## 422         126        Gd        TA     CBlock       Gd       TA           No
## 423           0        TA        TA     CBlock       TA       TA           No
## 424         473        Gd        TA      PConc       Gd       TA           No
## 425          74        TA        TA     CBlock       Gd       TA           No
## 426           0        TA        Gd     CBlock       TA       TA           No
## 427         145        Gd        TA      PConc       Gd       TA           Gd
## 428           0        TA        TA     CBlock       TA       TA           No
## 429         108        Gd        TA      PConc       Gd       TA           No
## 430           0        TA        TA     CBlock       Gd       TA           Mn
## 431         232        TA        TA     CBlock       TA       TA           No
## 432           0        TA        TA     BrkTil       TA       TA           No
## 433         376        TA        TA     CBlock       TA       TA           No
## 434           0        TA        TA      PConc       Gd       TA           No
## 435           0        TA        Gd     CBlock       Gd       TA           Av
## 436           0        Gd        TA      PConc       Gd       TA           Av
## 437           0        TA        TA     BrkTil       Fa       TA           No
## 438           0        Gd        TA      PConc       TA       TA           No
## 439           0        TA        TA      PConc       TA       TA           No
## 440           0        TA        TA     BrkTil       TA       Fa           Mn
## 441         200        Ex        TA      PConc       Ex       TA           Gd
## 442         270        TA        TA     CBlock       TA       TA           No
## 443           0        TA        TA      PConc       TA       TA           No
## 444          72        Gd        TA      PConc       Ex       TA           Av
## 445           0        Gd        Gd      PConc       Gd       TA           No
## 446           0        TA        TA     CBlock       TA       TA           No
## 447           0        Gd        TA     CBlock       TA       TA           No
## 448           0        Gd        TA      PConc       Gd       TA           No
## 449           0        TA        TA     BrkTil       TA       TA           No
## 450           0        TA        Gd     CBlock       TA       TA           No
## 451           0        TA        TA     BrkTil       TA       TA           No
## 452           0        TA        TA     CBlock       Gd       TA           Gd
## 453          42        Gd        TA      PConc       Ex       TA           No
## 454           0        Gd        TA      PConc       Gd       TA           No
## 455           0        TA        TA     CBlock       TA       TA           No
## 456         320        TA        TA     CBlock       TA       TA           No
## 457           0        TA        TA     BrkTil       TA       TA           No
## 458           0        TA        TA     CBlock       Gd       TA           Gd
## 459           0        TA        Gd      PConc       TA       TA           No
## 460         161        TA        TA     CBlock       TA       TA           No
## 461         110        Gd        TA      PConc       Gd       TA           No
## 462           0        Gd        Gd      PConc       Gd       Gd           No
## 463           0        TA        TA     CBlock       TA       TA           No
## 464           0        TA        TA     CBlock       TA       TA           No
## 465         136        TA        TA     CBlock       Gd       TA           No
## 466          18        Gd        TA      PConc       Gd       TA           No
## 467           0        TA        Gd     CBlock       TA       Gd           Gd
## 468         224        TA        TA     CBlock       TA       TA           No
## 469         248        Gd        TA      PConc       Gd       TA           No
## 470         120        Gd        TA      PConc       Gd       TA           No
## 471           0        Gd        TA      PConc       Gd       TA           Av
## 472           0        TA        TA     CBlock       Gd       TA           No
## 473          80        TA        TA      PConc       Gd       TA           Gd
## 474         304        Gd        TA      PConc       Ex       TA           Gd
## 475           0        Gd        TA      PConc       Gd       TA           Av
## 476           0        TA        TA     CBlock       TA       TA           No
## 477         215        TA        TA      PConc       Gd       TA           Gd
## 478         772        Ex        TA      PConc       Gd       TA           Av
## 479         336        Gd        TA      PConc       Ex       TA           Gd
## 480         435        TA        TA     BrkTil       Fa       TA           No
## 481         378        Gd        TA      PConc       Ex       TA           Gd
## 482         562        Gd        TA      PConc       Ex       TA           Gd
## 483           0        Gd        TA      PConc       TA       TA           No
## 484         116        TA        TA      PConc       Ex       TA           No
## 485           0        TA        Gd     CBlock       TA       TA           No
## 486           0        Gd        TA     CBlock       TA       TA           No
## 487         168        TA        TA     CBlock       TA       TA           No
## 488           0        TA        TA     CBlock       Gd       TA           Av
## 489           0        TA        Fa     CBlock       TA       Fa           No
## 490           0        TA        Gd     CBlock       Gd       TA           Av
## 491           0        TA        TA      PConc       Gd       TA           Mn
## 492           0        TA        TA     CBlock       TA       TA           No
## 493           0        Gd        TA      PConc       Gd       TA           No
## 494           0        TA        TA     CBlock       TA       TA           No
## 495           0        TA        TA     BrkTil       Fa       TA           No
## 496           0        TA        TA     CBlock       TA       TA           No
## 497           0        Gd        TA      PConc       Gd       TA           No
## 498           0        TA        Gd      PConc       TA       TA           No
## 499          89        TA        TA      PConc       TA       TA           No
## 500           0        TA        TA     CBlock       TA       TA           No
## 501         285        TA        TA     CBlock       TA       TA           No
## 502           0        Gd        TA      PConc       Gd       TA           No
## 503           0        TA        TA     CBlock       TA       TA           No
## 504           0        TA        TA     CBlock       TA       TA           No
## 505           0        TA        TA     CBlock       TA       TA           No
## 506         360        TA        TA     CBlock       TA       TA           No
## 507         125        Gd        TA      PConc       Gd       TA           No
## 508           0        Gd        TA      PConc       Gd       TA           No
## 509           0        TA        Ex     BrkTil       TA       TA           No
## 510         132        TA        TA     CBlock       TA       TA           No
## 511          70        Gd        TA     CBlock       TA       TA           No
## 512          94        Gd        TA      PConc       Gd       TA           No
## 513           0        TA        TA     CBlock       TA       TA           No
## 514           0        TA        Gd      PConc       TA       TA           No
## 515           0        TA        TA     BrkTil       TA       TA           No
## 516         305        Ex        TA     CBlock       Ex       TA           No
## 517         333        TA        TA     CBlock       TA       TA           No
## 518         921        Gd        TA      PConc       Gd       TA           No
## 519           0        TA        TA      PConc       Gd       TA           Mn
## 520           0        Gd        TA     BrkTil       Gd       TA           No
## 521           0        TA        TA     BrkTil     <NA>     <NA>         <NA>
## 522           0        TA        TA     CBlock       TA       TA           No
## 523           0        TA        Gd     CBlock       TA       TA           No
## 524         762        Ex        TA      PConc       Ex       TA           Gd
## 525         594        Gd        TA      PConc       Gd       TA           No
## 526           0        Gd        TA      PConc       Gd       TA           No
## 527           0        TA        TA     CBlock       Gd       TA           No
## 528         268        Ex        TA      PConc       Ex       TA           Av
## 529           0        TA        TA     BrkTil       TA       TA           Mn
## 530          NA        Gd        TA      PConc       TA       TA           No
## 531         219        Gd        TA     CBlock       Gd       TA           Av
## 532           0        TA        TA     BrkTil       Fa       Fa           Mn
## 533           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 534           0        Fa        Fa       Slab     <NA>     <NA>         <NA>
## 535           0        Gd        TA      PConc       Ex       Gd           Av
## 536           0        TA        TA     CBlock       Gd       TA           Gd
## 537           0        TA        TA      PConc       Gd       TA           Av
## 538           0        TA        TA     CBlock       TA       TA           No
## 539         188        TA        TA     CBlock       TA       TA           No
## 540         479        Gd        TA      PConc       Gd       TA           Av
## 541         584        Ex        TA      PConc       Ex       TA           Av
## 542          72        Gd        TA      PConc       Gd       TA           No
## 543           0        Gd        TA      PConc       Ex       TA           No
## 544         182        TA        TA      PConc       Gd       TA           Av
## 545           0        Gd        TA      PConc       Gd       Gd           Av
## 546         178        Gd        Gd      PConc       Gd       Gd           No
## 547           0        TA        TA     BrkTil       Gd       TA           No
## 548           0        TA        Gd     CBlock       Gd       TA           Av
## 549           0        TA        Gd     CBlock       TA       TA           No
## 550           0        Gd        TA      PConc       Gd       TA           No
## 551           0        TA        TA     CBlock       Gd       TA           No
## 552           0        TA        TA     CBlock       TA       TA           No
## 553         250        Gd        TA      PConc       Ex       TA           Av
## 554           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 555         292        Gd        TA      PConc       Gd       TA           No
## 556           0        TA        TA     BrkTil       TA       Fa           No
## 557           0        TA        TA     CBlock       TA       TA           No
## 558           0        TA        TA     CBlock       TA       TA           No
## 559           0        TA        TA      PConc       Gd       TA           Gd
## 560          18        Gd        TA      PConc       Gd       TA           Gd
## 561         180        TA        TA     CBlock       Gd       TA           No
## 562           0        TA        TA     CBlock       Gd       TA           Av
## 563           0        TA        TA     CBlock       TA       TA           No
## 564           0        TA        TA     BrkTil       Gd       TA           Mn
## 565           0        Gd        TA      PConc       Gd       TA           No
## 566           0        TA        TA      PConc       Gd       TA           No
## 567         245        Gd        TA      PConc       Gd       Gd           No
## 568         168        Gd        TA      PConc       Gd       TA           No
## 569           0        Gd        TA     CBlock       Gd       TA           Gd
## 570           0        TA        TA     CBlock       Gd       TA           Gd
## 571         108        TA        TA     CBlock       TA       TA           No
## 572         207        TA        TA     CBlock       TA       TA           No
## 573           0        TA        TA      PConc       Ex       TA           Av
## 574           0        TA        TA      PConc       Gd       TA           No
## 575          82        TA        TA     CBlock       TA       TA           Av
## 576           0        TA        TA     CBlock       TA       TA           No
## 577           0        TA        TA     BrkTil       TA       TA           No
## 578          97        TA        TA     CBlock       TA       TA           Av
## 579           0        Gd        TA      PConc       Gd       TA           No
## 580         335        TA        TA     BrkTil       TA       TA           No
## 581          85        TA        TA     CBlock       TA       TA           No
## 582         306        Ex        TA      PConc       Ex       TA           No
## 583         104        TA        Gd     CBlock       Gd       TA           Av
## 584           0        Ex        Ex     BrkTil       TA       TA           No
## 585           0        TA        TA     BrkTil       TA       TA           No
## 586         208        Gd        TA      PConc       Ex       TA           Gd
## 587           0        TA        Gd     BrkTil       TA       Gd           Mn
## 588           0        TA        TA     CBlock       TA       TA           Av
## 589           0        TA        TA     CBlock       TA       TA           Gd
## 590           0        TA        TA     BrkTil       TA       TA           No
## 591           0        Gd        TA      PConc       Gd       TA           No
## 592         420        Ex        TA      PConc       Ex       TA           Gd
## 593           0        TA        Gd      PConc       TA       Gd           No
## 594         170        Gd        TA      PConc       Gd       TA           Av
## 595           0        TA        TA     CBlock       Gd       TA           No
## 596         238        Gd        TA      PConc       Gd       TA           Gd
## 597           0        TA        TA     CBlock       TA       TA           No
## 598          72        Gd        TA      PConc       Ex       TA           Av
## 599         459        TA        TA     CBlock       Gd       TA           Mn
## 600           0        TA        Gd     CBlock       Gd       TA           No
## 601         280        Gd        TA      PConc       Gd       TA           Av
## 602           0        TA        Gd      PConc       TA       TA           No
## 603           0        Gd        TA      PConc       Gd       TA           Mn
## 604           0        Gd        TA      PConc       Gd       TA           No
## 605          99        Gd        TA      PConc       Gd       TA           Mn
## 606         176        TA        TA     CBlock       TA       TA           No
## 607           0        TA        Gd      PConc       Gd       TA           No
## 608           0        TA        Gd     CBlock       TA       Gd           No
## 609           0        TA        TA      PConc       Gd       TA           Mn
## 610         192        TA        Fa     CBlock       TA       TA           Mn
## 611         204        Gd        TA      PConc       Ex       TA           Mn
## 612         233        TA        TA     CBlock       Gd       TA           Av
## 613         108        Gd        TA      PConc       Gd       TA           Av
## 614           0        TA        TA      PConc       Gd       TA           No
## 615           0        TA        TA     CBlock       Gd       TA           Av
## 616         156        TA        Gd      PConc       TA       TA           Gd
## 617           0        Gd        TA      PConc       Gd       TA           No
## 618           0        TA        TA     CBlock       TA       TA           No
## 619         452        Ex        TA      PConc       Ex       TA           Av
## 620         226        Gd        TA      PConc       Gd       TA           Gd
## 621           0        TA        TA     BrkTil       TA       TA           No
## 622           0        TA        TA     CBlock       TA       TA           No
## 623         153        TA        TA     CBlock       TA       TA           No
## 624         513        Gd        TA      PConc       Gd       TA           No
## 625         288        TA        TA     CBlock       TA       TA           No
## 626         261        TA        TA     CBlock       TA       TA           No
## 627           0        TA        TA     CBlock       TA       TA           No
## 628         164        TA        TA     CBlock       TA       TA           Av
## 629         192        TA        TA      PConc       Gd       TA           Av
## 630         259        TA        TA     CBlock       TA       TA           Gd
## 631           0        TA        TA     BrkTil       Fa       Fa           No
## 632         108        Gd        TA      PConc       Gd       Gd           Mn
## 633         209        TA        Gd     CBlock       TA       TA           No
## 634           0        TA        TA     CBlock       TA       TA           No
## 635           0        TA        TA     CBlock       TA       TA           No
## 636           0        Fa        TA     CBlock       TA       Fa           No
## 637           0        Fa        Fa     BrkTil       TA       Fa           No
## 638           0        TA        TA     CBlock       TA       TA           No
## 639           0        TA        TA     CBlock       Fa       TA           No
## 640           0        Gd        TA      PConc       Gd       Gd           Av
## 641         472        Ex        TA      PConc       Ex       TA           Gd
## 642           0        Gd        TA      PConc       Gd       TA           No
## 643           0        Gd        TA     CBlock       Gd       TA           Gd
## 644         263        TA        TA     CBlock       TA       TA           No
## 645         162        Ex        TA      PConc       Ex       TA           Mn
## 646           0        TA        TA     CBlock       TA       TA           No
## 647           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 648         216        TA        TA     CBlock       TA       TA           Mn
## 649         351        TA        TA     CBlock       TA       TA           No
## 650           0        TA        TA     CBlock       Gd       TA           Av
## 651          NA        Gd        TA      PConc       Gd       TA           No
## 652           0        TA        TA     CBlock       TA       TA           Mn
## 653           0        Gd        TA      PConc       Gd       TA           No
## 654           0        TA        TA     CBlock       TA       TA           No
## 655         660        Gd        Gd      PConc       Gd       TA           Gd
## 656         381        TA        TA     CBlock       TA       TA           No
## 657          54        Gd        TA     CBlock       TA       TA           No
## 658           0        TA        Fa     BrkTil       Gd       TA           No
## 659           0        TA        TA     CBlock       TA       TA           No
## 660           0        TA        Gd      PConc       TA       TA           No
## 661         233        TA        TA     CBlock       Gd       TA           No
## 662         528        Gd        TA      PConc       Gd       Gd           No
## 663         216        TA        TA     CBlock       Fa       Fa           No
## 664           0        TA        TA     CBlock       Gd       TA           Av
## 665           0        Gd        TA      PConc       Ex       TA           Mn
## 666          40        Gd        TA      PConc       Gd       TA           No
## 667         113        TA        Gd     CBlock       Gd       TA           No
## 668         258        TA        TA      PConc       Gd       TA           No
## 669           0        TA        TA     CBlock       TA       TA           No
## 670           0        TA        TA     BrkTil       Fa       TA           No
## 671           0        Gd        TA      PConc       Gd       TA           No
## 672           0        TA        Gd     BrkTil       TA       TA           No
## 673           0        Gd        TA     CBlock       Gd       TA           No
## 674         106        TA        TA      PConc       TA       TA           No
## 675           0        TA        TA     CBlock       TA       TA           No
## 676           0        TA        TA     CBlock       TA       TA           No
## 677           0        TA        TA     BrkTil       TA       Fa           No
## 678           0        Gd        TA     BrkTil       TA       TA           No
## 679         464        Gd        TA      PConc       Ex       TA           Mn
## 680          57        TA        TA     CBlock       TA       TA           No
## 681           0        TA        TA     CBlock       Gd       TA           No
## 682           0        TA        TA     BrkTil       TA       TA           No
## 683           0        TA        TA      PConc       Gd       TA           Mn
## 684         215        Gd        TA      PConc       Gd       TA           Av
## 685          30        Gd        TA      PConc       Gd       TA           No
## 686           0        Gd        TA     CBlock       Gd       TA           Mn
## 687           0        Gd        TA      PConc       Gd       TA           No
## 688           0        Gd        TA      PConc       Gd       TA           No
## 689           0        Gd        TA      PConc       Gd       TA           Av
## 690         256        Gd        TA      PConc       Gd       TA           Av
## 691         147        Gd        TA      PConc       Gd       TA           Gd
## 692        1170        Ex        TA      PConc       Ex       TA           Gd
## 693         293        Gd        TA      PConc       Gd       TA           Gd
## 694           0        TA        TA     BrkTil       TA       TA           No
## 695           0        TA        Fa     BrkTil       TA       TA           No
## 696          72        TA        TA     CBlock       Gd       Gd           No
## 697           0        TA        TA     CBlock       TA       TA           No
## 698           0        TA        TA      PConc       Ex       Gd           Mn
## 699           0        TA        Gd     CBlock       TA       TA           No
## 700           0        Gd        TA      PConc       Gd       TA           Mn
## 701         630        Gd        TA      PConc       Ex       TA           Gd
## 702         168        TA        TA     CBlock       TA       TA           No
## 703         466        Ex        TA      PConc       Ex       Gd           No
## 704           0        TA        Gd     BrkTil       Gd       TA           No
## 705         109        Gd        TA      PConc       Gd       TA           Av
## 706           0        Fa        Fa       Slab     <NA>     <NA>         <NA>
## 707         351        TA        TA     CBlock       Gd       TA           Gd
## 708         176        Gd        TA      PConc       Gd       TA           No
## 709           0        Gd        TA      PConc       Gd       TA           Av
## 710          41        TA        TA      PConc       TA       TA           No
## 711           0        Gd        TA     CBlock       TA       TA           No
## 712           0        TA        TA      Stone       TA       TA           Mn
## 713           0        Gd        TA      PConc       Gd       TA           Mn
## 714         160        TA        TA     CBlock       TA       TA           Av
## 715         289        Gd        TA     CBlock       TA       TA           No
## 716         174        TA        TA     CBlock       Gd       TA           No
## 717           0        TA        Gd     BrkTil       TA       TA           No
## 718           0        TA        TA     CBlock       Gd       TA           No
## 719         651        Gd        TA      PConc       Gd       TA           Gd
## 720           0        TA        TA     CBlock       Gd       TA           Gd
## 721           0        Gd        TA      PConc       Gd       TA           Gd
## 722         169        Gd        TA      PConc       Gd       TA           Av
## 723           0        TA        Gd     CBlock       TA       TA           No
## 724           0        TA        TA      PConc       TA       TA           No
## 725         340        Ex        TA      PConc       Ex       TA           No
## 726           0        TA        TA     CBlock       TA       TA           No
## 727         260        Gd        Gd     CBlock       Gd       TA           No
## 728          82        Gd        TA      PConc       Gd       TA           Av
## 729          95        TA        TA     CBlock       TA       TA           No
## 730           0        TA        TA     CBlock       TA       TA           No
## 731           0        Gd        TA      PConc       Gd       TA           No
## 732         442        Gd        TA      PConc       Ex       TA           Av
## 733         202        Gd        TA      PConc       Gd       TA           Av
## 734           0        TA        TA     CBlock       TA       TA           No
## 735           0        TA        TA      PConc       TA       TA           No
## 736           0        TA        TA     BrkTil       Gd       TA           Mn
## 737           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 738           0        Gd        TA      PConc       Gd       TA           No
## 739           0        TA        TA     CBlock       Gd       Gd           Gd
## 740           0        Gd        TA      PConc       Gd       TA           No
## 741           0        TA        Gd     BrkTil       Fa       Fa           No
## 742           0        TA        Gd     CBlock       TA       TA           Mn
## 743         108        TA        TA      PConc       Gd       TA           No
## 744           0        TA        TA     CBlock       Gd       TA           Av
## 745           0        Gd        TA      PConc       Gd       TA           No
## 746         289        Ex        Gd     CBlock       TA       Gd           No
## 747           0        Gd        TA      PConc       Gd       TA           No
## 748           0        Gd        TA      Stone       TA       Fa           No
## 749         338        Gd        TA      PConc       Gd       TA           No
## 750           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 751           0        TA        TA     BrkTil       TA       Fa           No
## 752           0        Gd        TA      PConc       Gd       TA           No
## 753           0        TA        Gd      PConc       Gd       TA           Gd
## 754         178        Gd        TA      PConc       Gd       TA           Mn
## 755           0        TA        TA     CBlock       TA       TA           No
## 756         894        TA        TA      PConc       Gd       TA           No
## 757           0        Gd        TA      PConc       Gd       TA           Av
## 758         328        TA        TA     CBlock       TA       TA           Mn
## 759         360        TA        TA      PConc       Gd       TA           No
## 760         513        Gd        TA      PConc       Gd       TA           Av
## 761           0        TA        TA     CBlock       TA       TA           No
## 762           0        TA        TA      PConc       TA       TA           Mn
## 763           0        TA        TA      PConc       Gd       TA           Mn
## 764         673        Gd        TA      PConc       Gd       TA           Mn
## 765           0        Gd        Gd      PConc       Gd       Gd           Av
## 766         284        Gd        TA      PConc       Gd       TA           No
## 767          42        TA        TA     CBlock       Gd       TA           No
## 768           0        TA        TA     CBlock       Gd       TA           Mn
## 769           0        Gd        TA      PConc       Gd       TA           No
## 770         603        Ex        TA      PConc       Gd       TA           Gd
## 771           0        TA        TA     CBlock       Gd       TA           Av
## 772           0        TA        TA     CBlock       Fa       Fa           No
## 773           0        TA        TA     CBlock       TA       TA           Av
## 774           1        TA        TA     CBlock       TA       TA           No
## 775         375        Gd        TA      PConc       Gd       TA           Av
## 776         320        TA        TA      PConc       Ex       TA           No
## 777         240        Gd        TA      PConc       Gd       TA           Av
## 778           0        TA        TA     CBlock       TA       TA           No
## 779         320        TA        TA       Slab     <NA>     <NA>         <NA>
## 780          90        TA        TA     CBlock       Gd       TA           Gd
## 781          38        TA        TA      PConc       Gd       Gd           No
## 782           0        Gd        Gd      PConc       Gd       TA           No
## 783           0        Gd        TA      PConc       Gd       TA           No
## 784         104        TA        Gd      PConc       Gd       TA           Av
## 785           0        TA        TA     CBlock       TA       TA           No
## 786           0        TA        TA     CBlock       TA       TA           No
## 787           0        TA        Gd      PConc       Fa       TA           No
## 788           0        Gd        TA      PConc       Gd       TA           No
## 789           0        TA        TA     CBlock       TA       TA           No
## 790         157        TA        TA     CBlock       TA       Fa           Gd
## 791          11        Gd        TA      PConc       Gd       TA           No
## 792           0        TA        TA      PConc       Gd       TA           Av
## 793           0        Gd        TA      PConc       Gd       TA           Av
## 794         140        Gd        TA      PConc       Gd       TA           Av
## 795           0        Gd        TA      PConc       Gd       TA           No
## 796         130        TA        TA     CBlock       Gd       TA           No
## 797         148        TA        TA     CBlock       TA       TA           No
## 798           0        TA        TA     CBlock       TA       TA           No
## 799         860        Ex        TA      PConc       Ex       TA           No
## 800         252        TA        TA     BrkTil       Gd       TA           No
## 801           0        TA        TA      PConc       Gd       TA           Gd
## 802           0        TA        TA     CBlock       TA       TA           No
## 803           0        Gd        TA      PConc       Gd       TA           Av
## 804         424        Ex        TA      PConc       Ex       TA           Gd
## 805           0        TA        TA     CBlock       TA       TA           No
## 806         256        Gd        TA      PConc       Gd       TA           No
## 807           0        TA        TA      PConc       TA       TA           Av
## 808           0        TA        TA     CBlock       TA       TA           Gd
## 809        1047        TA        TA     CBlock       TA       TA           Av
## 810           0        TA        TA      PConc       TA       TA           No
## 811          99        TA        TA     CBlock       TA       TA           No
## 812         169        Gd        TA      PConc       Gd       TA           Gd
## 813           0        Fa        TA     CBlock       TA       TA           Av
## 814         243        TA        TA     CBlock       TA       TA           No
## 815           0        TA        TA     BrkTil       TA       TA           No
## 816         442        TA        TA      PConc       Gd       TA           No
## 817           0        TA        TA     CBlock       TA       TA           No
## 818         148        Gd        TA      PConc       Gd       TA           No
## 819          80        TA        TA     CBlock       TA       TA           Av
## 820         128        Gd        TA      PConc       Gd       TA           Mn
## 821           0        Gd        TA      PConc       Gd       TA           No
## 822           0        Fa        TA     CBlock       Fa       TA           No
## 823           0        Gd        TA      PConc       Gd       TA           Gd
## 824           0        TA        TA     BrkTil       TA       TA           No
## 825           0        Gd        TA      PConc       Gd       Gd           No
## 826         816        Ex        TA      PConc       Ex       TA           Av
## 827           0        TA        TA     BrkTil       TA       TA           No
## 828           0        Gd        TA      PConc       Gd       TA           No
## 829           0        TA        TA      PConc       TA       Gd           Gd
## 830           0        Gd        TA      PConc       Gd       TA           No
## 831         387        TA        TA     CBlock       TA       TA           No
## 832           0        TA        TA      PConc       Gd       TA           No
## 833         223        Gd        TA      PConc       Gd       TA           No
## 834         180        TA        TA     CBlock       TA       TA           No
## 835         136        TA        TA     CBlock       TA       TA           No
## 836           0        TA        TA     CBlock       Gd       TA           No
## 837           0        TA        TA     BrkTil       TA       TA           No
## 838         158        TA        TA     CBlock       TA       TA           No
## 839           0        TA        TA      PConc       Gd       TA           No
## 840           0        TA        TA     CBlock       TA       TA           No
## 841           0        TA        TA     BrkTil       TA       TA           No
## 842           0        TA        TA      PConc       TA       TA           No
## 843         183        TA        TA     CBlock       TA       TA           Gd
## 844           0        TA        TA     CBlock       TA       TA           No
## 845           0        TA        TA     BrkTil       TA       TA           Mn
## 846           0        TA        TA     CBlock       Gd       TA           Gd
## 847         137        Gd        TA      PConc       Gd       TA           No
## 848           0        TA        TA     CBlock       TA       TA           Av
## 849           0        TA        TA     BrkTil       TA       TA           No
## 850         360        Gd        Gd     CBlock       TA       TA           No
## 851         170        Gd        TA      PConc       Gd       TA           Av
## 852          40        Gd        TA      PConc       Gd       TA           Gd
## 853           0        TA        Gd     CBlock       TA       TA           No
## 854         115        TA        Gd     CBlock       TA       TA           Gd
## 855           0        TA        TA     CBlock       TA       TA           Mn
## 856           0        TA        Gd     CBlock       TA       TA           No
## 857           0        TA        TA     CBlock       Gd       Gd           Gd
## 858           0        TA        TA      PConc       Gd       TA           No
## 859         189        TA        TA     CBlock       Gd       TA           No
## 860         220        TA        TA     CBlock       TA       TA           Mn
## 861           0        Gd        TA     BrkTil       TA       TA           No
## 862           0        TA        TA      PConc       TA       TA           Mn
## 863           0        TA        TA      PConc       Gd       TA           No
## 864           0        TA        TA     CBlock       TA       TA           No
## 865           0        Gd        TA      PConc       Ex       TA           No
## 866          76        TA        TA     CBlock       TA       TA           No
## 867         274        Gd        TA      PConc       Gd       TA           Av
## 868           0        TA        TA     CBlock       TA       TA           No
## 869           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 870         246        Gd        TA      PConc       Gd       TA           No
## 871           0        TA        TA     CBlock       TA       TA           No
## 872         116        TA        TA      PConc       Gd       TA           No
## 873           0        Gd        TA      Stone       TA       TA           Av
## 874           0        Gd        TA     CBlock       TA       TA           No
## 875           0        TA        TA     CBlock       TA       TA           No
## 876           0        Gd        TA      PConc       Gd       TA           Av
## 877           0        TA        TA      PConc       TA       TA           Gd
## 878         216        Gd        TA      PConc       Ex       TA           No
## 879           0        TA        TA     CBlock       TA       TA           Av
## 880          90        Gd        Gd     CBlock       TA       TA           No
## 881           0        TA        TA      PConc       Ex       Gd           No
## 882         117        Gd        Gd     CBlock       Gd       TA           Mn
## 883           0        TA        TA      PConc       Gd       TA           No
## 884           0        Gd        TA      PConc       TA       Fa           No
## 885          60        TA        TA     CBlock       TA       TA           No
## 886          60        Gd        TA      PConc       Ex       TA           Av
## 887         122        TA        TA     CBlock       TA       TA           No
## 888           0        TA        Gd      PConc       TA       TA           No
## 889           0        Gd        Gd      PConc       TA       Gd           Gd
## 890          90        TA        TA     CBlock       TA       TA           No
## 891           0        TA        Gd     CBlock       TA       TA           Mn
## 892          92        TA        TA     CBlock       TA       TA           No
## 893           0        TA        TA     CBlock       TA       TA           No
## 894           0        TA        TA      PConc       Gd       TA           Mn
## 895           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 896         415        TA        TA     CBlock       TA       TA           No
## 897           0        TA        TA     BrkTil       TA       TA           No
## 898           0        TA        TA       Slab     <NA>     <NA>         <NA>
## 899         760        Ex        TA      PConc       Ex       TA           Gd
## 900           0        TA        TA     CBlock       TA       TA           No
## 901           0        TA        TA     CBlock       TA       TA           No
## 902           0        TA        Gd     CBlock       TA       TA           Mn
## 903           0        Gd        TA      PConc       Gd       TA           No
## 904          27        Gd        TA      PConc       Gd       TA           No
## 905          75        TA        TA     CBlock       TA       TA           No
## 906         110        TA        TA     CBlock       TA       TA           No
## 907         208        Gd        TA      PConc       Gd       TA           No
## 908           0        Gd        TA     CBlock       Gd       TA           No
## 909           0        TA        TA     CBlock       Gd       TA           Av
## 910           0        Gd        TA      PConc       Gd       TA           No
## 911         361        TA        TA     CBlock       TA       TA           No
## 912           0        TA        TA     CBlock       Gd       Gd           Av
## 913           0        TA        TA     BrkTil       TA       TA           No
## 914           0        TA        TA     CBlock       TA       TA           No
## 915          76        Gd        TA      PConc       Gd       TA           Av
## 916          80        TA        TA     CBlock       TA       TA           No
## 917           0        TA        TA     CBlock       TA       TA           Av
## 918           0        TA        TA     CBlock       TA       TA           No
## 919           0        Gd        TA      PConc       Ex       TA           Mn
## 920           0        Ex        TA     CBlock       Gd       TA           No
## 921         105        Gd        Gd      PConc       Gd       Gd           No
## 922           0        TA        TA     CBlock       TA       TA           No
## 923           0        Gd        TA      PConc       Gd       TA           No
## 924           0        Gd        TA      PConc       Gd       TA           No
## 925         157        TA        Gd     CBlock       Gd       TA           No
## 926           0        TA        TA      PConc       Gd       TA           Av
## 927         340        Gd        TA      PConc       Gd       TA           No
## 928         342        TA        TA     CBlock       TA       TA           No
## 929           0        Gd        TA      PConc       Gd       TA           Av
## 930         285        TA        TA      PConc       Gd       TA           No
## 931           0        Gd        TA      PConc       Gd       TA           Av
## 932           0        TA        TA     CBlock       TA       TA           No
## 933         302        Ex        TA      PConc       Ex       Gd           No
## 934         210        Gd        TA      PConc       Gd       TA           Av
## 935           0        TA        TA     CBlock       Gd       TA           Gd
## 936         108        TA        Gd      PConc       Fa       TA           Mn
## 937          NA        Gd        TA      PConc       Gd       TA           No
## 938           0        Gd        TA      PConc       Gd       TA           Mn
## 939           0        Gd        TA      PConc       Gd       Gd           Mn
## 940           0        TA        Gd     CBlock       TA       TA           Mn
## 941           0        TA        TA     CBlock       TA       TA           Gd
## 942         298        Gd        TA      PConc       Gd       TA           No
## 943           0        TA        TA      PConc       Gd       TA           Gd
## 944           0        TA        TA     CBlock       TA       TA           Av
## 945         541        TA        TA     CBlock       TA       TA           No
## 946           0        TA        TA     BrkTil       TA       TA           No
## 947         128        TA        Gd     CBlock       TA       TA           Av
## 948         236        Gd        TA      PConc       Gd       TA           Av
## 949         144        Gd        TA      PConc       Gd       TA         <NA>
## 950           0        TA        TA     CBlock       TA       TA           No
## 951           0        TA        TA     CBlock       TA       TA           No
## 952           0        TA        TA     CBlock       TA       TA           No
## 953           0        TA        Gd     CBlock       Gd       TA           Av
## 954         232        TA        TA     CBlock       TA       TA           Av
## 955         250        TA        TA     CBlock       Gd       Gd           Gd
## 956         423        TA        TA     CBlock       Gd       TA           No
## 957           0        TA        TA     CBlock       Gd       TA           No
## 958           0        TA        TA     CBlock       TA       TA           No
## 959           0        Gd        TA      PConc       Gd       TA           Mn
## 960           0        Gd        TA      PConc       Gd       TA           No
## 961           0        TA        Gd     CBlock       TA       TA           Gd
## 962         424        TA        Gd     CBlock       Gd       Gd           No
## 963           0        TA        TA     CBlock       Gd       TA           No
## 964           0        Gd        TA      PConc       Ex       TA           No
## 965          44        Gd        TA      PConc       Gd       TA           No
## 966           0        Gd        TA      PConc       Gd       TA           No
## 967           0        Gd        Gd     BrkTil       TA       Fa           No
## 968         151        TA        TA     CBlock       TA       TA           No
## 969           0        TA        TA     BrkTil       TA       TA           No
## 970         105        TA        Fa     CBlock       TA       TA           Gd
## 971           0        TA        TA     CBlock       TA       TA           No
## 972         106        Gd        TA      PConc       Gd       TA           No
## 973           0        TA        TA     CBlock       Gd       TA           No
## 974          NA        Gd        TA      PConc       Gd       TA           No
## 975           0        TA        Gd     BrkTil       Gd       TA           No
## 976           0        Gd        TA      PConc       Gd       TA           No
## 977           0        TA        TA      PConc       Gd       TA           No
## 978          NA        Gd        TA      PConc       Gd       TA           No
## 979           0        TA        TA     CBlock       TA       TA           No
## 980           0        TA        TA      PConc       TA       TA           No
## 981         210        Ex        TA     CBlock       TA       TA           Av
## 982         975        Gd        TA      PConc       Gd       TA           No
## 983          16        Gd        TA      PConc       Gd       TA           Av
## 984           0        Gd        TA      PConc       Gd       TA           Mn
## 985           0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 986           0        TA        TA     CBlock       TA       TA           No
## 987           0        TA        Gd     CBlock       TA       Fa           No
## 988         450        Ex        TA      PConc       Ex       TA           Av
## 989         298        TA        TA     CBlock       TA       TA           No
## 990           0        Gd        TA      PConc       Gd       Gd           No
## 991         423        Gd        TA      PConc       Gd       TA           No
## 992           0        Gd        Gd     BrkTil       TA       TA           No
## 993         340        TA        TA     CBlock       TA       TA           Gd
## 994           0        TA        TA      PConc       Gd       TA           No
## 995         230        Ex        TA      PConc       Ex       TA           Gd
## 996           0        TA        TA     CBlock       TA       TA           No
## 997           0        TA        TA     CBlock       TA       TA           No
## 998         571        TA        TA     CBlock       TA       TA           No
## 999           0        TA        TA     BrkTil       TA       Fa           No
## 1000         24        Gd        TA      PConc       Gd       TA           Av
## 1001          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1002          0        TA        TA     BrkTil       Fa       TA           No
## 1003         53        Gd        TA      PConc       Gd       TA           No
## 1004        164        TA        TA     CBlock       TA       TA           No
## 1005         16        Gd        TA      PConc       Gd       TA           No
## 1006        220        Gd        TA     CBlock       Gd       Gd           Av
## 1007          0        TA        TA     CBlock       Gd       TA           No
## 1008          0        TA        TA     CBlock       TA       TA           No
## 1009        108        Gd        TA      PConc       Ex       TA           Mn
## 1010          0        TA        Fa     BrkTil       TA       TA           No
## 1011          0        TA        TA     CBlock       TA       TA           No
## 1012          0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 1013          0        TA        Gd      PConc       TA       Fa           No
## 1014          0        TA        TA     BrkTil       TA       TA           No
## 1015        206        TA        TA     CBlock       TA       Fa           No
## 1016          0        Gd        TA      PConc       Gd       TA           No
## 1017        196        Gd        TA      PConc       Gd       TA           Gd
## 1018          0        Gd        TA     CBlock       Gd       TA           Av
## 1019         76        Gd        TA      PConc       Gd       TA           No
## 1020        145        Gd        TA      PConc       Gd       TA           Gd
## 1021          0        TA        TA      PConc       Gd       TA           No
## 1022         84        Gd        TA      PConc       Gd       TA           Av
## 1023          0        TA        TA     CBlock       TA       TA           No
## 1024         14        Gd        TA      PConc       Gd       Gd           No
## 1025          0        Gd        TA     CBlock       Gd       TA           Av
## 1026          0        TA        TA     CBlock       TA       TA           No
## 1027        324        TA        TA     CBlock       TA       TA           No
## 1028        338        Gd        TA      PConc       Gd       TA           Gd
## 1029          0        TA        TA     CBlock       TA       TA           No
## 1030        281        TA        TA     CBlock       TA       TA           No
## 1031          0        TA        TA      PConc       TA       TA           Mn
## 1032          0        TA        TA     BrkTil       TA       TA           No
## 1033          0        Gd        Gd      PConc       Gd       Gd           No
## 1034        295        Gd        TA      PConc       Gd       TA           No
## 1035          0        TA        Gd      PConc       Fa       Fa           No
## 1036          0        TA        Gd       Slab     <NA>     <NA>         <NA>
## 1037         70        Gd        TA      PConc       Ex       TA           Gd
## 1038        396        Gd        TA      PConc       Gd       TA           No
## 1039          0        TA        TA     CBlock       TA       TA           No
## 1040          0        TA        TA     CBlock       Gd       TA           Av
## 1041         67        TA        TA     CBlock       TA       TA           No
## 1042        252        TA        TA     CBlock       TA       TA           No
## 1043        135        Gd        TA      PConc       Gd       TA           Av
## 1044         99        TA        TA      PConc       Gd       TA           No
## 1045          0        Gd        TA      PConc       Gd       TA           No
## 1046          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1047        208        Gd        TA      PConc       Ex       TA           Av
## 1048          0        TA        TA      PConc       Gd       TA           No
## 1049         75        TA        Fa       Slab     <NA>     <NA>         <NA>
## 1050          0        TA        TA     CBlock     <NA>     <NA>         <NA>
## 1051          0        Gd        TA      PConc       Gd       TA           Av
## 1052          0        Gd        TA      PConc       Gd       TA           Av
## 1053        272        TA        TA     CBlock       TA       TA           No
## 1054        145        TA        TA     CBlock       TA       TA           Av
## 1055        210        Gd        TA      PConc       Gd       TA           Mn
## 1056        160        TA        TA     CBlock       Gd       TA           No
## 1057        240        Gd        TA      PConc       Gd       TA           Av
## 1058          0        Gd        TA      PConc       Gd       TA           No
## 1059        154        Ex        TA      PConc       Ex       TA           Av
## 1060        480        TA        TA     CBlock       TA       TA           Mn
## 1061          0        Gd        TA      PConc       Gd       TA           Mn
## 1062          0        Fa        TA     CBlock       TA       TA           No
## 1063          0        TA        TA     BrkTil       TA       TA           No
## 1064          0        TA        Gd     BrkTil       TA       TA           No
## 1065        200        TA        TA     CBlock       TA       TA           Mn
## 1066          0        Gd        TA      PConc       Ex       TA           Gd
## 1067          0        Gd        TA      PConc       Gd       TA           No
## 1068        360        TA        TA     CBlock       TA       TA           Gd
## 1069          0        TA        TA     CBlock       Gd       TA           No
## 1070          0        TA        TA     CBlock       TA       TA           No
## 1071        120        TA        TA     CBlock       TA       TA           No
## 1072          0        TA        TA     CBlock       TA       TA           No
## 1073          0        TA        TA     CBlock       Fa       Fa           Mn
## 1074        140        TA        TA     CBlock       TA       TA           No
## 1075          0        Gd        TA      PConc       Gd       TA           Av
## 1076          0        TA        TA     CBlock       TA       TA           No
## 1077          0        TA        TA     CBlock       Fa       TA           No
## 1078          0        TA        TA     CBlock       TA       TA           Mn
## 1079        169        Gd        TA      PConc       Gd       TA           Mn
## 1080          0        TA        TA      PConc       Gd       TA           No
## 1081        144        Gd        Gd     CBlock       TA       TA           No
## 1082          0        TA        TA     CBlock       TA       TA           No
## 1083        100        Gd        TA      PConc       Gd       TA           No
## 1084        425        TA        TA     CBlock       TA       TA           No
## 1085          0        TA        TA      PConc       Gd       TA           No
## 1086          0        TA        TA      PConc       Gd       TA           Av
## 1087          0        TA        TA     CBlock       TA       TA           No
## 1088          0        Gd        TA      PConc       Gd       TA           Mn
## 1089         50        Gd        TA      PConc       Gd       TA           No
## 1090          0        Gd        TA      PConc       Gd       TA           No
## 1091          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1092        212        Gd        TA      PConc       Gd       TA           No
## 1093          0        TA        TA      PConc       TA       TA           No
## 1094        166        TA        TA     CBlock       TA       TA           Mn
## 1095          0        TA        TA     CBlock       TA       TA           No
## 1096          0        Gd        TA      PConc       Gd       TA           No
## 1097          0        TA        TA      PConc       TA       TA           No
## 1098          0        Gd        TA     CBlock       Gd       TA           No
## 1099          0        TA        TA     BrkTil       TA       TA           No
## 1100        206        TA        TA     CBlock       Gd       TA           No
## 1101          0        TA        TA     CBlock       TA       Fa           No
## 1102          0        TA        TA     CBlock       TA       TA           No
## 1103         45        TA        TA     CBlock       TA       TA           No
## 1104          0        TA        TA     CBlock       TA       TA           Mn
## 1105        304        TA        TA     CBlock       TA       TA           No
## 1106        362        Gd        TA      PConc       Ex       TA           Av
## 1107          0        Gd        TA      PConc       Gd       TA           Mn
## 1108          0        Gd        TA      PConc       Ex       Gd           No
## 1109          0        TA        TA      PConc       Gd       TA           No
## 1110         42        Gd        TA      PConc       Ex       TA           Mn
## 1111          0        TA        TA      PConc       Gd       TA           No
## 1112        660        TA        TA     CBlock       TA       TA           No
## 1113          0        TA        TA     CBlock       TA       TA           No
## 1114          0        TA        TA     CBlock       TA       TA           No
## 1115          0        TA        Gd     CBlock       TA       TA           No
## 1116        328        Gd        TA      PConc       Ex       TA           No
## 1117          0        Gd        TA      PConc       Gd       TA           No
## 1118          0        TA        TA     CBlock       TA       TA           No
## 1119          0        TA        Gd     CBlock       TA       TA           No
## 1120          0        TA        TA     CBlock       TA       TA           No
## 1121          0        TA        TA     BrkTil       TA       TA           No
## 1122        196        Gd        TA      PConc       Gd       TA           Av
## 1123          0        TA        TA     CBlock       TA       TA           No
## 1124          0        TA        Ex     CBlock       TA       TA           No
## 1125        170        TA        TA      PConc       Gd       TA           No
## 1126          0        TA        TA     CBlock       TA       TA           No
## 1127        130        Gd        TA      PConc       Gd       TA           No
## 1128          0        Gd        TA      PConc       Gd       TA           Av
## 1129          0        Gd        TA      PConc       Gd       TA           Av
## 1130        180        TA        TA     CBlock       Gd       TA           Gd
## 1131          0        TA        TA     BrkTil       TA       TA           No
## 1132          0        TA        TA      PConc       Gd       TA           Mn
## 1133          0        TA        TA     BrkTil       TA       TA           Mn
## 1134          0        Gd        TA      PConc       Gd       TA           No
## 1135          0        TA        TA      PConc       Gd       TA           Av
## 1136          0        TA        TA     BrkTil       TA       TA           No
## 1137          0        TA        TA     CBlock       TA       TA           No
## 1138          0        TA        Gd     CBlock       TA       TA           No
## 1139          0        TA        TA      PConc       TA       TA           Gd
## 1140          0        TA        Fa     BrkTil       TA       TA           No
## 1141          0        TA        TA     CBlock       TA       TA           Mn
## 1142         44        TA        Gd     CBlock       TA       TA           No
## 1143        340        Gd        TA      PConc       Ex       TA           Gd
## 1144          0        TA        TA     CBlock       TA       TA           No
## 1145          0        TA        Fa     BrkTil       Gd       TA           No
## 1146          0        TA        TA     BrkTil       TA       TA           No
## 1147         85        Gd        TA     CBlock       Gd       TA           No
## 1148          0        TA        TA     CBlock       TA       TA           No
## 1149          0        TA        TA      PConc       TA       TA           No
## 1150          0        TA        Gd      PConc       TA       TA           No
## 1151          0        TA        TA     CBlock       TA       TA           No
## 1152        132        TA        TA     CBlock       TA       TA           No
## 1153          0        TA        TA      PConc       TA       TA           No
## 1154          0        Gd        Gd     BrkTil       TA       TA           Av
## 1155        288        TA        TA     CBlock       TA       TA           Gd
## 1156          0        Gd        Gd     CBlock       Gd       TA           Gd
## 1157          0        TA        Gd      PConc       TA       TA           Gd
## 1158        166        Gd        TA      PConc       Gd       TA           No
## 1159        186        Gd        TA      PConc       Gd       TA           No
## 1160        270        Gd        TA     CBlock       TA       TA           No
## 1161          0        TA        TA     CBlock       Gd       TA           No
## 1162         72        Gd        TA     CBlock       TA       TA           No
## 1163          0        TA        TA     CBlock       Gd       TA           No
## 1164          0        TA        TA     CBlock       Gd       TA           Av
## 1165          0        TA        TA      PConc       Gd       TA           Gd
## 1166        268        Gd        TA      PConc       Gd       TA           No
## 1167         72        Gd        TA      PConc       Gd       TA           Av
## 1168          0        TA        TA      PConc       Gd       TA           No
## 1169          0        TA        TA     CBlock       TA       TA           No
## 1170       1378        Gd        Gd      PConc       Ex       TA           Gd
## 1171          0        TA        TA     CBlock       TA       TA           Av
## 1172          0        TA        TA     CBlock       TA       TA           No
## 1173          0        Gd        TA      PConc       Gd       TA           No
## 1174          0        TA        TA     CBlock       TA       TA           No
## 1175          0        TA        TA     BrkTil       Gd       TA           No
## 1176        337        Gd        TA      PConc       Gd       TA           No
## 1177          0        TA        TA     CBlock       TA       TA           No
## 1178          0        TA        TA     CBlock       TA       TA           No
## 1179          0        TA        TA     BrkTil       TA       TA           No
## 1180          0        TA        TA       Slab     <NA>     <NA>         <NA>
## 1181          0        TA        TA       Wood       Gd       TA           No
## 1182        186        Ex        TA      PConc       Ex       TA           Gd
## 1183          0        Gd        TA      PConc       Ex       TA           Av
## 1184          0        TA        TA     BrkTil       TA       TA           No
## 1185        226        TA        TA     CBlock       TA       TA           Gd
## 1186          0        TA        Gd     BrkTil       TA       TA           No
## 1187          0        TA        TA     CBlock       Fa       TA           Mn
## 1188          0        Gd        TA      PConc       Gd       TA           No
## 1189         95        Gd        TA      PConc       Gd       TA           No
## 1190          0        TA        TA      PConc       TA       TA           No
##      BsmtFinType1 BsmtFinSF1 BsmtFinType2 BsmtFinSF2 BsmtUnfSF TotalBsmtSF
## 1             GLQ        706          Unf          0       150         856
## 2             ALQ        978          Unf          0       284        1262
## 3             GLQ        486          Unf          0       434         920
## 4             ALQ        216          Unf          0       540         756
## 5             GLQ        655          Unf          0       490        1145
## 6             GLQ        732          Unf          0        64         796
## 7             GLQ       1369          Unf          0       317        1686
## 8             ALQ        859          BLQ         32       216        1107
## 9             Unf          0          Unf          0       952         952
## 10            GLQ        851          Unf          0       140         991
## 11            Rec        906          Unf          0       134        1040
## 12            GLQ        998          Unf          0       177        1175
## 13            ALQ        737          Unf          0       175         912
## 14            Unf          0          Unf          0      1494        1494
## 15            BLQ        733          Unf          0       520        1253
## 16            Unf          0          Unf          0       832         832
## 17            ALQ        578          Unf          0       426        1004
## 18           <NA>          0         <NA>          0         0           0
## 19            GLQ        646          Unf          0       468        1114
## 20            LwQ        504          Unf          0       525        1029
## 21            Unf          0          Unf          0      1158        1158
## 22            Unf          0          Unf          0       637         637
## 23            Unf          0          Unf          0      1777        1777
## 24            GLQ        840          Unf          0       200        1040
## 25            Rec        188          ALQ        668       204        1060
## 26            Unf          0          Unf          0      1566        1566
## 27            BLQ        234          Rec        486       180         900
## 28            GLQ       1218          Unf          0       486        1704
## 29            BLQ       1277          Unf          0       207        1484
## 30            Unf          0          Unf          0       520         520
## 31            Unf          0          Unf          0       649         649
## 32            Unf          0          Unf          0      1228        1228
## 33            Unf          0          Unf          0      1234        1234
## 34            Rec       1018          Unf          0       380        1398
## 35            GLQ       1153          Unf          0       408        1561
## 36            Unf          0          Unf          0      1117        1117
## 37            Unf          0          Unf          0      1097        1097
## 38            Rec       1213          Unf          0        84        1297
## 39            GLQ        731          Unf          0       326        1057
## 40           <NA>          0         <NA>          0         0           0
## 41            Rec        643          Unf          0       445        1088
## 42            BLQ        967          Unf          0       383        1350
## 43            ALQ        747          LwQ         93         0         840
## 44            LwQ        280          BLQ        491       167         938
## 45            ALQ        179          BLQ        506       465        1150
## 46            GLQ        456          Unf          0      1296        1752
## 47            GLQ       1351          Unf          0        83        1434
## 48            GLQ         24          Unf          0      1632        1656
## 49            Unf          0          Unf          0       736         736
## 50            BLQ        763          Unf          0       192         955
## 51            GLQ        182          Unf          0       612         794
## 52            Unf          0          Unf          0       816         816
## 53            LwQ        104          GLQ        712         0         816
## 54            GLQ       1810          Unf          0        32        1842
## 55            ALQ        384          Unf          0         0         384
## 56            BLQ        490          Unf          0       935        1425
## 57            GLQ        649          Unf          0       321         970
## 58            Unf          0          Unf          0       860         860
## 59            Unf          0          Unf          0      1410        1410
## 60            ALQ        632          Unf          0       148         780
## 61            ALQ        941          Unf          0       217        1158
## 62            Unf          0          Unf          0       530         530
## 63            GLQ         24          Unf          0      1346        1370
## 64            Unf          0          Unf          0       576         576
## 65            GLQ        739          Unf          0       318        1057
## 66            Unf          0          Unf          0      1143        1143
## 67            GLQ        912          Unf          0      1035        1947
## 68            GLQ       1013          Unf          0       440        1453
## 69            Unf          0          Unf          0       747         747
## 70            BLQ        603          Unf          0       701        1304
## 71            ALQ       1880          Unf          0       343        2223
## 72            ALQ        565          Unf          0       280         845
## 73            Unf          0          Unf          0       832         832
## 74            ALQ        320          BLQ        362       404        1086
## 75            Unf          0          Unf          0       840         840
## 76            GLQ        462          Unf          0         0         462
## 77            ALQ        228          Unf          0       724         952
## 78            BLQ        336          GLQ         41       295         672
## 79            Unf          0          Unf          0      1768        1768
## 80            Unf          0          Unf          0       440         440
## 81            Rec        448          Unf          0       448         896
## 82            GLQ       1201          Unf          0        36        1237
## 83            GLQ         33          Unf          0      1530        1563
## 84            Unf          0          Unf          0      1065        1065
## 85            Unf          0          Unf          0       384         384
## 86            Unf          0          Unf          0      1288        1288
## 87            Unf          0          Unf          0       684         684
## 88            Unf          0          Unf          0       612         612
## 89            Unf          0          Unf          0      1013        1013
## 90            GLQ        588          Unf          0       402         990
## 91           <NA>          0         <NA>          0         0           0
## 92            Rec        600          Unf          0       635        1235
## 93            ALQ        713          Unf          0       163         876
## 94            Rec       1046          Unf          0       168        1214
## 95            GLQ        648          Unf          0       176         824
## 96            ALQ        310          Unf          0       370         680
## 97            ALQ       1162          Unf          0       426        1588
## 98            Rec        520          Unf          0       440         960
## 99            ALQ        108          Unf          0       350         458
## 100           ALQ        569          Unf          0       381         950
## 101           ALQ       1200          Unf          0       410        1610
## 102           Unf          0          Unf          0       741         741
## 103          <NA>          0         <NA>          0         0           0
## 104           Unf          0          Unf          0      1226        1226
## 105           LwQ        224          Unf          0       816        1040
## 106           Unf          0          Unf          0      1053        1053
## 107           Unf          0          Unf          0       641         641
## 108           ALQ        104          BLQ        169       516         789
## 109           Unf          0          Unf          0       793         793
## 110           BLQ        705          Unf          0      1139        1844
## 111           Rec        444          Unf          0       550         994
## 112           GLQ        250          Unf          0       134         384
## 113           GLQ        984          Unf          0       280        1264
## 114           ALQ         35          Rec        869       905        1809
## 115           ALQ        774          LwQ        150       104        1028
## 116           GLQ        419          Unf          0       310         729
## 117           LwQ        170          BLQ        670       252        1092
## 118           Unf          0          Unf          0      1125        1125
## 119           GLQ       1470          Unf          0       203        1673
## 120           Unf          0          Unf          0       728         728
## 121           ALQ        938          Unf          0         0         938
## 122           Unf          0          Unf          0       732         732
## 123           BLQ        570          Unf          0       510        1080
## 124           GLQ        300          Unf          0       899        1199
## 125           Unf          0          Unf          0      1362        1362
## 126           GLQ        490          Unf          0        30         520
## 127           ALQ        120          Unf          0       958        1078
## 128           LwQ        116          Unf          0       556         672
## 129           BLQ        512          Unf          0       148         660
## 130           Rec        567          BLQ         28       413        1008
## 131           Rec        445          Unf          0       479         924
## 132           GLQ        695          Unf          0       297         992
## 133           Rec        405          Unf          0       658        1063
## 134           GLQ       1005          Unf          0       262        1267
## 135           Rec        570          Unf          0       891        1461
## 136           Unf          0          Unf          0      1304        1304
## 137           BLQ        695          Unf          0       519        1214
## 138           Unf          0          Unf          0      1907        1907
## 139           GLQ        668          Unf          0       336        1004
## 140           GLQ        821          Unf          0       107         928
## 141           ALQ        432          Unf          0       432         864
## 142           GLQ       1300          Unf          0       434        1734
## 143           Rec        507          Unf          0       403         910
## 144           GLQ        679          Unf          0       811        1490
## 145           Rec       1332          Unf          0       396        1728
## 146           Unf          0          Unf          0       970         970
## 147           BLQ        209          Unf          0       506         715
## 148           Unf          0          Unf          0       884         884
## 149           GLQ        680          Unf          0       400        1080
## 150           Unf          0          Unf          0       896         896
## 151           BLQ        716          Unf          0       253         969
## 152           GLQ       1400          Unf          0       310        1710
## 153           Rec        416          Unf          0       409         825
## 154           BLQ        429          ALQ       1080        93        1602
## 155           Unf          0          Unf          0      1200        1200
## 156           Unf          0          Unf          0       572         572
## 157          <NA>          0         <NA>          0         0           0
## 158           Unf          0          Unf          0       774         774
## 159           GLQ        222          Unf          0       769         991
## 160           GLQ         57          Unf          0      1335        1392
## 161           BLQ        660          Unf          0       572        1232
## 162           GLQ       1016          Unf          0       556        1572
## 163           BLQ       1201          Unf          0       340        1541
## 164           Unf          0          Unf          0       882         882
## 165           LwQ        370          Unf          0       779        1149
## 166           ALQ        351          Rec        181       112         644
## 167           LwQ        379          BLQ        768       470        1617
## 168           GLQ       1288          Unf          0       294        1582
## 169           Unf          0          Unf          0       840         840
## 170           Unf          0          Unf          0      1686        1686
## 171           Rec        360          Unf          0       360         720
## 172           BLQ        639          Unf          0       441        1080
## 173           GLQ        495          Rec        215       354        1064
## 174           ALQ        288          Rec        374       700        1362
## 175           ALQ       1398          LwQ        208         0        1606
## 176           ALQ        477          Unf          0       725        1202
## 177           GLQ        831          Unf          0       320        1151
## 178           ALQ         57          BLQ        441       554        1052
## 179           GLQ       1904          Unf          0       312        2216
## 180           Unf          0          Unf          0       968         968
## 181           GLQ        436          Unf          0       320         756
## 182           LwQ        352          Unf          0       441         793
## 183          <NA>          0         <NA>          0         0           0
## 184           Unf          0          Unf          0      1362        1362
## 185           Unf          0          Unf          0       504         504
## 186           Unf          0          Unf          0      1107        1107
## 187           GLQ        611          Unf          0       577        1188
## 188           Unf          0          Unf          0       660         660
## 189           GLQ       1086          Unf          0         0        1086
## 190           GLQ       1153          Unf          0       440        1593
## 191           Rec        297          Unf          0       556         853
## 192           ALQ        626          Unf          0        99         725
## 193           GLQ        560          Unf          0       871        1431
## 194           Unf          0          Unf          0       970         970
## 195           ALQ        390          Unf          0       474         864
## 196           ALQ        566          Unf          0       289         855
## 197           GLQ       1126          Unf          0       600        1726
## 198           GLQ       1036          LwQ        184       140        1360
## 199           Unf          0          Unf          0       755         755
## 200           GLQ       1088          Unf          0       625        1713
## 201           Unf          0          Unf          0      1121        1121
## 202           ALQ        641          LwQ        279       276        1196
## 203           LwQ        617          Unf          0         0         617
## 204           GLQ        662          Unf          0       186         848
## 205           LwQ        312          Unf          0       408         720
## 206           Unf          0          Unf          0      1424        1424
## 207           Unf          0          Unf          0      1140        1140
## 208           ALQ        419          Rec        306       375        1100
## 209           GLQ       1065          Unf          0        92        1157
## 210           Rec        787          Unf          0       305        1092
## 211           Rec        468          Unf          0       396         864
## 212           GLQ         36          Unf          0      1176        1212
## 213           GLQ        822          Unf          0        78         900
## 214           ALQ        716          Unf          0       274         990
## 215           GLQ        378          Unf          0       311         689
## 216           BLQ        360          Unf          0       710        1070
## 217           GLQ        946          Unf          0       490        1436
## 218           Unf          0          Unf          0       686         686
## 219           BLQ        341          Unf          0       457         798
## 220           GLQ         16          Unf          0      1232        1248
## 221           Unf          0          Unf          0      1498        1498
## 222           Unf          0          Unf          0      1010        1010
## 223           ALQ        550          Unf          0       163         713
## 224           ALQ        524          LwQ        180       160         864
## 225           GLQ         56          Unf          0      2336        2392
## 226           Unf          0          Unf          0       630         630
## 227           GLQ        565          Unf          0       638        1203
## 228           Rec        321          Unf          0       162         483
## 229           ALQ        842          Unf          0        70         912
## 230           GLQ         16          Unf          0      1357        1373
## 231           Unf          0          Unf          0      1194        1194
## 232           GLQ        689          Unf          0       773        1462
## 233           Unf          0          Unf          0       483         483
## 234           LwQ        182          ALQ        712         0         894
## 235           GLQ        625          Unf          0       235         860
## 236           ALQ        358          Unf          0       125         483
## 237           GLQ         24          Unf          0      1390        1414
## 238           BLQ        402          Unf          0       594         996
## 239           Unf          0          Unf          0      1694        1694
## 240           LwQ         94          Unf          0       641         735
## 241           GLQ       1078          Unf          0       488        1566
## 242           ALQ        329          Unf          0       357         686
## 243           Unf          0          Unf          0       540         540
## 244           Unf          0          Unf          0       626         626
## 245           GLQ        695          Unf          0       253         948
## 246           GLQ        929          Unf          0       916        1845
## 247           Unf          0          Unf          0      1020        1020
## 248           Unf          0          Unf          0      1367        1367
## 249           Unf          0          Unf          0       840         840
## 250           Rec        697          Unf          0       747        1444
## 251           Unf          0          Unf          0       728         728
## 252           GLQ       1573          Unf          0         0        1573
## 253           Unf          0          Unf          0       798         798
## 254           LwQ        270          ALQ        580       452        1302
## 255           Rec        922          Unf          0       392        1314
## 256           Unf          0          Unf          0       975         975
## 257           Rec        503          Unf          0       361         864
## 258           GLQ       1334          Unf          0       270        1604
## 259           GLQ        361          Unf          0       602         963
## 260          <NA>          0         <NA>          0         0           0
## 261           Rec        672          ALQ        690         0        1362
## 262           Unf          0          Unf          0      1482        1482
## 263           ALQ        506          Unf          0         0         506
## 264           LwQ        234          ALQ        692         0         926
## 265           Unf          0          Unf          0       680         680
## 266           GLQ        588          LwQ        228       606        1422
## 267           GLQ        714          Unf          0        88         802
## 268           LwQ        378          Unf          0       342         720
## 269           ALQ        403          Rec        125       212         740
## 270           BLQ        751          Unf          0       392        1143
## 271           Unf          0          Unf          0      1095        1095
## 272           LwQ        226          GLQ       1063        96        1385
## 273           GLQ        524          Unf          0       628        1152
## 274           Rec        620          LwQ        620         0        1240
## 275           ALQ        546          Unf          0       270         816
## 276           Unf          0          Unf          0       952         952
## 277           Unf          0          Unf          0      1560        1560
## 278           LwQ        120          Unf          0       744         864
## 279           Unf          0          Unf          0      2121        2121
## 280           BLQ        392          Unf          0       768        1160
## 281           GLQ        421          Unf          0       386         807
## 282           GLQ        905          Unf          0       357        1262
## 283           GLQ        904          Unf          0       410        1314
## 284           Unf          0          Unf          0      1468        1468
## 285           GLQ        430          Unf          0      1145        1575
## 286           Unf          0          Unf          0       625         625
## 287           Rec        600          Unf          0       312         912
## 288           BLQ        614          Unf          0       244         858
## 289           BLQ        450          Unf          0       432         882
## 290           Unf          0          Unf          0       698         698
## 291           Unf          0          Unf          0      1079        1079
## 292           Rec        210          Unf          0       570         780
## 293           LwQ        292          Unf          0       476         768
## 294           ALQ        795          Unf          0         0         795
## 295           GLQ       1285          Unf          0       131        1416
## 296           GLQ        819          Unf          0       184        1003
## 297           BLQ        420          Unf          0       490         910
## 298           BLQ        649          Unf          0       326         975
## 299           ALQ        384          Rec        175       143         702
## 300           Unf          0          Unf          0      1092        1092
## 301           BLQ        841          Unf          0       324        1165
## 302           GLQ        281          Unf          0       747        1028
## 303           Unf          0          Unf          0      1541        1541
## 304           ALQ        894          Unf          0         0         894
## 305           Unf          0          Unf          0      1470        1470
## 306           GLQ       1464          Unf          0       536        2000
## 307           ALQ        700          Unf          0         0         700
## 308           Unf          0          Unf          0       319         319
## 309           BLQ        262          Unf          0       599         861
## 310           GLQ       1274          Unf          0       622        1896
## 311           ALQ        518          Unf          0       179         697
## 312           ALQ        680          Unf          0       292         972
## 313           Rec        507          Unf          0       286         793
## 314           ALQ       1236          Rec        820        80        2136
## 315           LwQ         16          Unf          0       712         728
## 316           GLQ        425          Unf          0       291         716
## 317           GLQ        692          Unf          0       153         845
## 318           Unf          0          Unf          0      1088        1088
## 319           GLQ        987          Unf          0       360        1347
## 320           GLQ       1036          Unf          0       336        1372
## 321           Unf          0          Unf          0      1249        1249
## 322           GLQ        970          Unf          0       166        1136
## 323           LwQ         28          ALQ       1474         0        1502
## 324           ALQ        256          Unf          0       906        1162
## 325           Unf          0          Unf          0       710         710
## 326           BLQ        116          Unf          0       604         720
## 327           GLQ       1619          Unf          0       100        1719
## 328           Rec        565          Unf          0       818        1383
## 329           Unf          0          Unf          0       844         844
## 330           Unf          0          Unf          0       596         596
## 331           GLQ         40          Rec        264      1424        1728
## 332           Rec        846          Unf          0       210        1056
## 333           GLQ       1124         <NA>        479      1603        3206
## 334           GLQ        720          Unf          0       638        1358
## 335           GLQ        828          Unf          0       115         943
## 336           ALQ       1249          BLQ        147       103        1499
## 337           GLQ       1249          Unf          0       673        1922
## 338           GLQ        810          Unf          0       726        1536
## 339           ALQ        213          Unf          0       995        1208
## 340           Rec        585          Unf          0       630        1215
## 341           Unf          0          Unf          0       967         967
## 342           Unf          0          Unf          0       721         721
## 343          <NA>          0         <NA>          0         0           0
## 344           GLQ         28          Unf          0      1656        1684
## 345           Rec        129          BLQ        232       175         536
## 346           Unf          0          Unf          0       972         972
## 347           BLQ        498          Unf          0       460         958
## 348           BLQ       1270          Unf          0       208        1478
## 349           GLQ        573          Unf          0       191         764
## 350           GLQ       1410          Unf          0       438        1848
## 351           Unf          0          Unf          0      1869        1869
## 352           GLQ       1082          Unf          0       371        1453
## 353           LwQ        236          Rec        380         0         616
## 354           Unf          0          Unf          0       624         624
## 355           LwQ        388          Unf          0       552         940
## 356           ALQ        334          BLQ        544       322        1200
## 357           GLQ        560          Unf          0       598        1158
## 358           ALQ        874          Unf          0       268        1142
## 359           BLQ        300          Rec        294       468        1062
## 360           GLQ        956          Unf          0       130        1086
## 361           GLQ        773          Unf          0       115         888
## 362           Rec        399          Unf          0       484         883
## 363          <NA>          0         <NA>          0         0           0
## 364           ALQ        162          Unf          0       321         483
## 365           GLQ        712          Unf          0        84         796
## 366           Rec        456          Unf          0       216         672
## 367           BLQ        609          Unf          0       785        1394
## 368           GLQ        371          Unf          0       728        1099
## 369           LwQ        540          Unf          0       728        1268
## 370           ALQ         72          Rec        258       733        1063
## 371           Unf          0          Unf          0       953         953
## 372          <NA>          0         <NA>          0         0           0
## 373           ALQ        623          LwQ        121         0         744
## 374           BLQ        428          LwQ        180         0         608
## 375           Unf          0          Unf          0       847         847
## 376           BLQ        350          Unf          0       333         683
## 377           GLQ        298          Unf          0       572         870
## 378           Unf          0          Unf          0      1580        1580
## 379           GLQ       1445          Unf          0       411        1856
## 380           Unf          0          Unf          0       982         982
## 381           LwQ        218          Unf          0       808        1026
## 382           Unf          0          Unf          0      1293        1293
## 383           Unf          0          Unf          0       939         939
## 384           Unf          0          Unf          0       784         784
## 385           GLQ        985          Unf          0       595        1580
## 386           GLQ         24          Unf          0      1232        1256
## 387           Unf          0          Unf          0       658         658
## 388           ALQ        631          Unf          0       410        1041
## 389           Unf          0          Unf          0      1468        1468
## 390           GLQ       1280          Unf          0       402        1682
## 391           Rec        241          BLQ        391       229         861
## 392           ALQ        690          Unf          0       114         804
## 393          <NA>          0         <NA>          0         0           0
## 394           Rec        266          Unf          0       522         788
## 395           Unf          0          Unf          0       735         735
## 396           BLQ        739          Unf          0       405        1144
## 397           Rec        777          Unf          0       117         894
## 398           ALQ        540          Unf          0       324         864
## 399           Unf          0          Unf          0       961         961
## 400           GLQ        812          Unf          0       280        1092
## 401           GLQ        786          Unf          0       474        1260
## 402           GLQ         24          Unf          0      1286        1310
## 403           Unf          0          Unf          0       672         672
## 404           Unf          0          Unf          0      1141        1141
## 405           Unf          0          Unf          0       806         806
## 406           BLQ       1116          Unf          0       165        1281
## 407           Unf          0          Unf          0      1064        1064
## 408           Unf          0          Unf          0       840         840
## 409           Unf          0          Unf          0      1063        1063
## 410           GLQ        789          Unf          0       245        1034
## 411           Unf          0          Unf          0      1276        1276
## 412           Rec       1056          Unf          0         0        1056
## 413           GLQ        578          Unf          0       892        1470
## 414           Unf          0          Unf          0      1008        1008
## 415           BLQ         50          GLQ        531       499        1080
## 416           GLQ         24          Unf          0      1316        1340
## 417           ALQ        209          Unf          0       463         672
## 418           BLQ       1128          Unf          0       242        1370
## 419           ALQ        312          Unf          0       444         756
## 420           BLQ        775          Unf          0       281        1056
## 421           GLQ       1309          Unf          0        35        1344
## 422           ALQ       1246          Unf          0       356        1602
## 423           Unf          0          Unf          0       988         988
## 424           GLQ        986          Unf          0       484        1470
## 425           LwQ        616          Unf          0       580        1196
## 426           Unf          0          Unf          0       651         651
## 427           GLQ       1518          Unf          0         0        1518
## 428           Rec        288          Unf          0       619         907
## 429           GLQ        664          Unf          0       544        1208
## 430           GLQ       1005          Unf          0       387        1392
## 431           ALQ        387          Unf          0        96         483
## 432           Unf          0          Unf          0       901         901
## 433           ALQ        471          Unf          0       294         765
## 434           Unf          0          Unf          0       926         926
## 435           ALQ        495          Unf          0       135         630
## 436           GLQ        385          ALQ        344        70         799
## 437           Unf          0          Unf          0       648         648
## 438           Unf          0          Unf          0       884         884
## 439           LwQ        365          Unf          0        75         440
## 440           Unf          0          Unf          0       684         684
## 441           GLQ       1767          ALQ        539       788        3094
## 442           ALQ        133          Unf          0      1307        1440
## 443           Unf          0          Unf          0      1078        1078
## 444           Unf          0          Unf          0      1258        1258
## 445           GLQ        642          Unf          0       273         915
## 446           Unf          0          Unf          0      1436        1436
## 447           ALQ        247          Rec        713       557        1517
## 448           Unf          0          Unf          0       930         930
## 449           Unf          0          Unf          0       780         780
## 450           ALQ        331          Unf          0       318         649
## 451           Unf          0          Unf          0       813         813
## 452           ALQ        655          Unf          0       878        1533
## 453           ALQ        742          Unf          0       130         872
## 454           Unf          0          Unf          0       768         768
## 455           ALQ       1606          Unf          0       122        1728
## 456           ALQ        916          Unf          0       326        1242
## 457           Unf          0          Unf          0       624         624
## 458           BLQ       1116          Unf          0       248        1364
## 459           Unf          0          Unf          0       588         588
## 460           LwQ        185          Unf          0       524         709
## 461           GLQ        544          Unf          0       288         832
## 462           ALQ        350          BLQ        210         0         560
## 463           Rec        553          BLQ        311         0         864
## 464           LwQ        326          Unf          0       389         715
## 465           Rec        616          Unf          0       424        1040
## 466           Unf          0          Unf          0      1375        1375
## 467           GLQ        778          Unf          0       499        1277
## 468           LwQ        386          Unf          0       342         728
## 469           Unf          0          Unf          0      1626        1626
## 470           GLQ        426          Unf          0       406         832
## 471           GLQ        368          BLQ       1120         0        1488
## 472           Unf          0          Unf          0       808         808
## 473           GLQ        459          Unf          0        88         547
## 474           GLQ       1350          Unf          0       626        1976
## 475           GLQ       1196          Unf          0       298        1494
## 476           GLQ        630          Unf          0       340         970
## 477           GLQ        994          Unf          0       484        1478
## 478           Unf          0          Unf          0      2153        2153
## 479           GLQ       1288          Unf          0       417        1705
## 480           Rec        168          Unf          0       739         907
## 481           GLQ       1261          Unf          0       572        1833
## 482           GLQ       1567          Unf          0       225        1792
## 483           ALQ        299          Unf          0       611         910
## 484           GLQ        897          Unf          0       319        1216
## 485           ALQ        588          Unf          0       411         999
## 486           ALQ        607          Unf          0       506        1113
## 487           ALQ        836          Unf          0       237        1073
## 488           ALQ        998          Unf          0       486        1484
## 489           BLQ        664          Unf          0       290         954
## 490           GLQ        515          Unf          0       115         630
## 491           Unf          0          Unf          0       264         264
## 492           BLQ        403          Rec        165       238         806
## 493           Unf          0          Unf          0       728         728
## 494           BLQ        374          LwQ        532       363        1269
## 495           Unf          0          Unf          0       190         190
## 496           Rec        495          Unf          0       225         720
## 497           GLQ       1231          Unf          0      1969        3200
## 498           Rec        329          Unf          0       697        1026
## 499           ALQ        450          Unf          0       414         864
## 500           BLQ        111          LwQ        279       522         912
## 501           BLQ        356          Unf          0       316         672
## 502           GLQ        400          Unf          0       466         866
## 503           ALQ        698          GLQ         96       420        1214
## 504           ALQ       1247          Unf          0       254        1501
## 505           ALQ        257          Rec        495       103         855
## 506           Unf          0          Unf          0       960         960
## 507           GLQ        380          Unf          0       397         777
## 508           GLQ         27          Unf          0      1191        1218
## 509           Rec        141          Unf          0       548         689
## 510           ALQ        991          Unf          0        50        1041
## 511           BLQ        650          Rec        180       178        1008
## 512           Unf          0          Unf          0      1368        1368
## 513           BLQ        521          LwQ        174       169         864
## 514           ALQ        336          Unf          0       748        1084
## 515           Unf          0          Unf          0       768         768
## 516           GLQ       1436          Unf          0       570        2006
## 517           Unf          0          Unf          0       689         689
## 518           Unf          0          Unf          0      1264        1264
## 519           GLQ        706          Unf          0        88         794
## 520           Unf          0          Unf          0      1276        1276
## 521          <NA>          0         <NA>          0         0           0
## 522           Rec        777          Unf          0       467        1244
## 523           ALQ        399          Unf          0       605        1004
## 524           GLQ       2260          Unf          0       878        3138
## 525           GLQ        719          Unf          0       660        1379
## 526           Unf          0          Unf          0      1257        1257
## 527           Rec        377          Unf          0       551         928
## 528           GLQ       1330          Unf          0       122        1452
## 529           ALQ        348          Unf          0       180         528
## 530           Rec       1219          Unf          0       816        2035
## 531           GLQ        783          Unf          0       678        1461
## 532           Unf          0          Unf          0       611         611
## 533          <NA>          0         <NA>          0         0           0
## 534          <NA>          0         <NA>          0         0           0
## 535           Unf          0          Unf          0       707         707
## 536           GLQ        969          Unf          0       148        1117
## 537           Unf          0          Unf          0       880         880
## 538           BLQ        600          Unf          0       264         864
## 539           BLQ        673          Unf          0       378        1051
## 540           GLQ       1358          Unf          0       223        1581
## 541           GLQ       1260          Unf          0       578        1838
## 542           Unf          0          Unf          0       969         969
## 543           LwQ        144          GLQ       1127       379        1650
## 544           GLQ        584          LwQ        139         0         723
## 545           GLQ        554          Unf          0       100         654
## 546           GLQ       1002          LwQ        202         0        1204
## 547           Rec        300          Unf          0       765        1065
## 548           ALQ        619          Unf          0       149         768
## 549           LwQ        180          Rec        645         0         825
## 550           Unf          0          Unf          0       912         912
## 551           ALQ        559          Unf          0       510        1069
## 552           Rec        308          Unf          0       620         928
## 553           Unf          0          Unf          0      1709        1709
## 554          <NA>          0         <NA>          0         0           0
## 555           GLQ        866          Unf          0       132         998
## 556           Unf          0          Unf          0       993         993
## 557           Rec        895          Unf          0       197        1092
## 558           Rec        637          Unf          0         0         637
## 559           GLQ        604          Unf          0       125         729
## 560           Unf          0          Unf          0      1374        1374
## 561           ALQ       1302          Unf          0        90        1392
## 562           ALQ       1071          LwQ        123       195        1389
## 563           BLQ        290          Unf          0       706         996
## 564           Unf          0          Unf          0      1163        1163
## 565           GLQ        728          Unf          0       367        1095
## 566           Unf          0          Unf          0       806         806
## 567           Unf          0          Unf          0      1122        1122
## 568           GLQ          2          Unf          0      1515        1517
## 569           GLQ       1441          Unf          0        55        1496
## 570           GLQ        943          Unf          0         0         943
## 571           LwQ        231          Unf          0      1497        1728
## 572           BLQ        414          Unf          0       450         864
## 573           Unf          0          Unf          0       846         846
## 574           Unf          0          Unf          0       384         384
## 575           ALQ        349          Unf          0        23         372
## 576           Rec        442          Unf          0       390         832
## 577           Unf          0          Unf          0       861         861
## 578           LwQ        328          ALQ        551       285        1164
## 579           Unf          0          Unf          0       689         689
## 580           Unf          0          Unf          0      1050        1050
## 581           BLQ        594          Rec        219       331        1144
## 582           Unf          0          Unf          0      2042        2042
## 583           GLQ        816          Unf          0         0         816
## 584           Unf          0          Unf          0      1237        1237
## 585           Unf          0          Unf          0       884         884
## 586           GLQ       1460          Unf          0       408        1868
## 587           Rec        210          ALQ        606         0         816
## 588           ALQ        672          Unf          0       168         840
## 589           GLQ       1324          Unf          0       113        1437
## 590           Unf          0          Unf          0       742         742
## 591           GLQ        490          Unf          0       280         770
## 592           GLQ       1338          Unf          0       384        1722
## 593           GLQ        816          Unf          0         0         816
## 594           GLQ        685          Unf          0       163         848
## 595           Unf          0          Unf          0       924         924
## 596           GLQ       1422          Unf          0       392        1814
## 597           Unf          0          Unf          0       684         684
## 598           Unf          0          Unf          0      1258        1258
## 599           ALQ       1283          LwQ        147         0        1430
## 600           LwQ         81          GLQ        612        23         716
## 601           GLQ        546          Unf          0       512        1058
## 602           Unf          0          Unf          0       780         780
## 603           GLQ        789          Unf          0       119         908
## 604           Unf          0          Unf          0       600         600
## 605           GLQ        922          Unf          0       572        1494
## 606           BLQ        454          Unf          0       314         768
## 607           GLQ        732          Unf          0       308        1040
## 608           GLQ        603          Unf          0       293         896
## 609           BLQ        428          Unf          0       537         965
## 610           Rec        903          Unf          0       126        1029
## 611           GLQ        904          Unf          0       536        1440
## 612           ALQ        605          Unf          0       427        1032
## 613           GLQ        990          Unf          0       309        1299
## 614           ALQ        206          Unf          0       914        1120
## 615           LwQ        150          GLQ        480         0         630
## 616           GLQ        763          Unf          0       173         936
## 617           GLQ        457          Unf          0       326         783
## 618           Unf          0          Unf          0       832         832
## 619           GLQ         48          Unf          0      1774        1822
## 620           GLQ        871          Unf          0       611        1482
## 621           BLQ         41          Unf          0       823         864
## 622           ALQ        956          Rec        182       384        1522
## 623           BLQ        560          Unf          0       420         980
## 624           GLQ        420          Unf          0       336         756
## 625           Rec        247          Unf          0       485         732
## 626           Unf          0          Unf          0      1116        1116
## 627           Unf          0          Unf          0       978         978
## 628           BLQ        674          LwQ        132       350        1156
## 629           Rec        650          Unf          0       390        1040
## 630           GLQ        624          Rec        336       288        1248
## 631           Unf          0          Unf          0       636         636
## 632           GLQ         24          Unf          0      1530        1554
## 633           ALQ        822          Unf          0       564        1386
## 634           BLQ        480          LwQ        468       108        1056
## 635           GLQ       1056          Unf          0         0        1056
## 636           LwQ        256          Unf          0      1184        1440
## 637           Unf          0          Unf          0       264         264
## 638           Unf          0          Unf          0       811         811
## 639           Unf          0          Unf          0       796         796
## 640           GLQ       1154          Unf          0       366        1520
## 641           GLQ       1218          Unf          0       300        1518
## 642           GLQ        738          Unf          0       319        1057
## 643           GLQ       1410          Unf          0       542        1952
## 644           Rec        493          BLQ        287         0         780
## 645           GLQ       1121          Unf          0       645        1766
## 646           ALQ        282          LwQ         35       664         981
## 647          <NA>          0         <NA>          0         0           0
## 648           Rec        500          Unf          0       594        1094
## 649           Unf          0          Unf          0       756         756
## 650           BLQ        131          GLQ        499         0         630
## 651           Unf          0          Unf          0       813         813
## 652           Unf          0          Unf          0       755         755
## 653           Unf          0          Unf          0       880         880
## 654           Unf          0          Unf          0       756         756
## 655           GLQ       1696          Unf          0       413        2109
## 656           Unf          0          Unf          0       525         525
## 657           ALQ        806          Unf          0       247        1053
## 658           Unf          0          Unf          0       776         776
## 659           Unf          0          Unf          0       912         912
## 660           BLQ        637          Unf          0       849        1486
## 661           Unf          0          Unf          0       793         793
## 662           GLQ       1361          Rec        180        88        1629
## 663           Unf          0          Unf          0      1392        1392
## 664           BLQ        920          Rec        180        38        1138
## 665           GLQ       1721          Unf          0       356        2077
## 666           Unf          0          Unf          0      1406        1406
## 667           LwQ        187          Rec        723       111        1021
## 668           GLQ       1138          Unf          0       270        1408
## 669           Rec        988          Unf          0       200        1188
## 670           Unf          0          Unf          0       700         700
## 671           GLQ        193          Unf          0       545         738
## 672           BLQ        551          Unf          0       121         672
## 673           ALQ        767          Unf          0       441        1208
## 674           GLQ       1186          Unf          0       291        1477
## 675           Rec        892          Unf          0       244        1136
## 676           ALQ        311          Unf          0       544         855
## 677           Unf          0          Unf          0      1095        1095
## 678           Unf          0          Unf          0       768         768
## 679           Unf          0          Unf          0      2046        2046
## 680           Rec        827          Unf          0       161         988
## 681           BLQ        543          BLQ        119       261         923
## 682           Rec        182          Unf          0       611         793
## 683           GLQ       1003          Unf          0       288        1291
## 684           GLQ       1059          Unf          0       567        1626
## 685           Unf          0          Unf          0      1195        1195
## 686           GLQ        828          LwQ        182       180        1190
## 687           Unf          0          Unf          0       874         874
## 688           GLQ        239          Unf          0       312         551
## 689           GLQ        945          Unf          0       474        1419
## 690           ALQ         20          Unf          0      1342        1362
## 691           GLQ        697          Unf          0       151         848
## 692           GLQ       1455          Unf          0       989        2444
## 693           GLQ        965          Unf          0       245        1210
## 694           Unf          0          Unf          0      1073        1073
## 695           Unf          0          Unf          0       927         927
## 696           GLQ        980          LwQ         40        92        1112
## 697           LwQ        616          Unf          0         0         616
## 698           LwQ        210          ALQ        551       219         980
## 699           GLQ        553          BLQ        117       224         894
## 700           GLQ         16          Unf          0      1375        1391
## 701           GLQ       1274          Unf          0       526        1800
## 702           Unf          0          Unf          0      1164        1164
## 703           Unf          0          Unf          0      1234        1234
## 704           Unf          0          Unf          0       360         360
## 705           GLQ        712          Unf          0       761        1473
## 706          <NA>          0         <NA>          0         0           0
## 707           GLQ       1219          Unf          0       424        1643
## 708           GLQ        863          Unf          0       461        1324
## 709           Unf          0          Unf          0       728         728
## 710           Unf          0          Unf          0       876         876
## 711           Unf          0          Unf          0       270         270
## 712           Unf          0          Unf          0       859         859
## 713           GLQ        767          Unf          0       461        1228
## 714           ALQ        789          Unf          0       171         960
## 715           GLQ        533          Unf          0       192         725
## 716           Unf          0          Unf          0      1064        1064
## 717           Unf          0          Unf          0       718         718
## 718           BLQ       1084          Unf          0        92        1176
## 719           GLQ       1173          Unf          0       138        1311
## 720           ALQ        523          Unf          0       448         971
## 721           GLQ       1148          Unf          0       594        1742
## 722           GLQ        662          Unf          0       186         848
## 723           ALQ        191          Unf          0       673         864
## 724           Unf          0          Unf          0       941         941
## 725           GLQ       1234          Unf          0       464        1698
## 726           ALQ        375          BLQ        239       250         864
## 727           GLQ        808          Unf          0        72         880
## 728           GLQ        724          Unf          0       508        1232
## 729           Unf          0          Unf          0      1584        1584
## 730           BLQ        152          Unf          0       628         780
## 731           GLQ       1180          Unf          0       415        1595
## 732           GLQ        786          Unf          0        82         868
## 733           ALQ        252          Unf          0       901        1153
## 734           BLQ        594          Unf          0       270         864
## 735           Unf          0          Unf          0       948         948
## 736           Rec        390          Unf          0       490         880
## 737          <NA>          0         <NA>          0         0           0
## 738           Unf          0          Unf          0       893         893
## 739           GLQ       1200          Unf          0         0        1200
## 740           Unf          0          Unf          0       864         864
## 741           Unf          0          Unf          0       264         264
## 742           GLQ        832          Unf          0        80         912
## 743           Unf          0          Unf          0      1349        1349
## 744           ALQ        444          Unf          0        76         520
## 745           GLQ        733          Unf          0       604        1337
## 746           GLQ        575          ALQ         80       487        1142
## 747           GLQ        300          Unf          0       652         952
## 748           Unf          0          Unf          0      1240        1240
## 749           GLQ        919          Unf          0       801        1720
## 750          <NA>          0         <NA>          0         0           0
## 751           Unf          0          Unf          0       576         576
## 752           Unf          0          Unf          0       660         660
## 753           GLQ       1200          Unf          0       279        1479
## 754           Unf          0          Unf          0      1030        1030
## 755           GLQ        439          LwQ        472       115        1026
## 756           GLQ        381          Unf          0       348         729
## 757           GLQ         20          Unf          0       846         866
## 758           Rec        438          Unf          0       234         672
## 759           ALQ        549          Unf          0       195         744
## 760           LwQ         56          ALQ         64      1198        1318
## 761           Rec        612          Unf          0       252         864
## 762           LwQ        405          Unf          0       740        1145
## 763           GLQ         24          Unf          0       732         756
## 764           GLQ       1163          Unf          0        89        1252
## 765           LwQ        437          GLQ       1057         0        1494
## 766           Unf          0          Unf          0      1498        1498
## 767           GLQ        394          Unf          0       586         980
## 768           ALQ        660          Unf          0       323         983
## 769           GLQ         24          Unf          0      1836        1860
## 770           ALQ       1416          Unf          0       234        1650
## 771           GLQ        685          Unf          0       173         858
## 772           LwQ        836          Unf          0         0         836
## 773           ALQ        422          BLQ        127       480        1029
## 774           Rec        456          Unf          0       456         912
## 775           Unf          0          Unf          0      1935        1935
## 776           GLQ        866          Unf          0       338        1204
## 777           GLQ         20          Unf          0      1594        1614
## 778           ALQ        762          Unf          0       102         864
## 779          <NA>          0         <NA>          0         0           0
## 780           GLQ        975          Unf          0         0         975
## 781           Unf          0          Unf          0      1237        1237
## 782           ALQ        387          Unf          0       374         761
## 783           Unf          0          Unf          0      1413        1413
## 784           GLQ       1097          Unf          0         0        1097
## 785           Unf          0          Unf          0       742         742
## 786           Rec        251          LwQ        630       491        1372
## 787           LwQ        686          Unf          0         0         686
## 788           GLQ        656          Unf          0       300         956
## 789           Unf          0          Unf          0       901         901
## 790           LwQ        568          Unf          0       264         832
## 791           GLQ         16          Unf          0      1129        1145
## 792           ALQ        539          Unf          0       490        1029
## 793           GLQ        862          Unf          0       255        1117
## 794           Unf          0          Unf          0      1496        1496
## 795           Unf          0          Unf          0       712         712
## 796           Unf          0          Unf          0       650         650
## 797           Unf          0          Unf          0       660         660
## 798           BLQ        570          Unf          0       203         773
## 799           Unf          0          Unf          0      1926        1926
## 800           ALQ        569          Unf          0       162         731
## 801           GLQ        462          Unf          0       154         616
## 802           LwQ        197          Unf          0       999        1196
## 803           GLQ        648          Unf          0        80         728
## 804           Unf          0          Unf          0      1734        1734
## 805           LwQ        812          Unf          0       124         936
## 806           Unf          0          Unf          0      1417        1417
## 807           ALQ        400          Rec        480       100         980
## 808           GLQ       1309          Unf          0        15        1324
## 809           ALQ        516          BLQ        128       380        1024
## 810           Unf          0          Unf          0       849         849
## 811           ALQ        663          LwQ        377         0        1040
## 812           GLQ        662          Unf          0       186         848
## 813           Unf          0          Unf          0       540         540
## 814           Rec        608          Unf          0       834        1442
## 815           Unf          0          Unf          0       686         686
## 816           Unf          0          Unf          0      1649        1649
## 817           BLQ        486          Unf          0       522        1008
## 818           GLQ       1218          Unf          0       350        1568
## 819           GLQ        504          Unf          0       506        1010
## 820           GLQ        733          Unf          0       625        1358
## 821           Unf          0          Unf          0       798         798
## 822           Unf          0          Unf          0       936         936
## 823           Unf          0          Unf          0       847         847
## 824           Unf          0          Unf          0       778         778
## 825           Unf          0          Unf          0      1489        1489
## 826           GLQ       1636          Unf          0       442        2078
## 827           ALQ        784          Unf          0         0         784
## 828           GLQ         20          Unf          0      1434        1454
## 829           LwQ        249          ALQ        764         0        1013
## 830           Unf          0          Unf          0       600         600
## 831           Rec       1040          Unf          0       352        1392
## 832           Unf          0          Unf          0       600         600
## 833           GLQ        483          Unf          0       458         941
## 834           Rec        196          BLQ        345       975        1516
## 835           Rec        572          Unf          0       572        1144
## 836           BLQ        442          Unf          0       625        1067
## 837           Rec        338          Unf          0      1221        1559
## 838           BLQ        330          Unf          0       153         483
## 839           Unf          0          Unf          0      1099        1099
## 840           BLQ        352          Unf          0       416         768
## 841           BLQ        156          Unf          0       516         672
## 842           Unf          0          Unf          0       650         650
## 843           Rec        312          ALQ        539       276        1127
## 844           Unf          0          Unf          0      1800        1800
## 845           Unf          0          Unf          0       876         876
## 846           ALQ       1390          Unf          0         0        1390
## 847           ALQ        513          Unf          0       227         740
## 848           BLQ        460          Unf          0       404         864
## 849           Unf          0          Unf          0       907         907
## 850           Unf          0          Unf          0       528         528
## 851           GLQ        659          Unf          0       189         848
## 852           Unf          0          Unf          0      1273        1273
## 853           Rec        364          Unf          0       554         918
## 854           Rec        564          Unf          0       563        1127
## 855           ALQ        306          Rec       1085       372        1763
## 856           ALQ        659          Unf          0       381        1040
## 857           GLQ        505          LwQ        435         0         940
## 858           Unf          0          Unf          0       702         702
## 859           Unf          0          Unf          0      1090        1090
## 860           BLQ        619          Unf          0       435        1054
## 861           Unf          0          Unf          0       912         912
## 862           BLQ        841          Unf          0       198        1039
## 863           GLQ        338          Unf          0       702        1040
## 864           BLQ       1148          Unf          0         0        1148
## 865           Unf          0          Unf          0      1372        1372
## 866           BLQ        828          Unf          0       174        1002
## 867           Unf          0          Unf          0      1638        1638
## 868           ALQ        932          Unf          0       108        1040
## 869          <NA>          0         <NA>          0         0           0
## 870           GLQ        750          Unf          0       300        1050
## 871           Unf          0          Unf          0       894         894
## 872           GLQ        505          Unf          0       299         804
## 873           Unf          0          Unf          0       105         105
## 874           Rec        375          Unf          0       457         832
## 875           Unf          0          Unf          0       676         676
## 876           GLQ         64          Unf          0      1120        1184
## 877           ALQ        633          Unf          0       431        1064
## 878           GLQ       1170          Unf          0       292        1462
## 879           ALQ        899          Unf          0       210        1109
## 880           ALQ        646          Unf          0       218         864
## 881           ALQ        980          Unf          0       110        1090
## 882           LwQ        902          Unf          0       254        1156
## 883           Unf          0          Unf          0       808         808
## 884           Unf          0          Unf          0       795         795
## 885           BLQ        432          Unf          0       460         892
## 886           GLQ       1238          Unf          0       460        1698
## 887           LwQ        528          Unf          0      1098        1626
## 888           Unf          0          Unf          0       816         816
## 889           ALQ        351          Rec        823      1043        2217
## 890           BLQ       1024          Unf          0       481        1505
## 891           Unf          0          Unf          0       672         672
## 892           LwQ        226          Rec        500       192         918
## 893           GLQ        663          Unf          0       396        1059
## 894           BLQ       1064          Unf          0       319        1383
## 895          <NA>          0         <NA>          0         0           0
## 896           BLQ        400          Unf          0       380         780
## 897           ALQ        285          Unf          0       666         951
## 898          <NA>          0         <NA>          0         0           0
## 899           GLQ       2188          Unf          0       142        2330
## 900           BLQ        465          Unf          0       447         912
## 901           ALQ        322          Unf          0       536         858
## 902           BLQ        860          Unf          0       132         992
## 903           Unf          0          Unf          0       783         783
## 904           Unf          0          Unf          0      1670        1670
## 905           GLQ        599          Unf          0       277         876
## 906           Rec        354          LwQ        290       412        1056
## 907           GLQ         63          Unf          0      1560        1623
## 908           Rec        223          Unf          0       794        1017
## 909           BLQ        301          ALQ        324       239         864
## 910           Unf          0          Unf          0       742         742
## 911           Rec        443          Unf          0       662        1105
## 912           ALQ        196          Unf          0      1072        1268
## 913           Rec        489          Unf          0       279         768
## 914           BLQ        284          Unf          0       717        1001
## 915           GLQ        294          Unf          0       318         612
## 916           Unf          0          Unf          0       546         546
## 917           BLQ         50          Unf          0       430         480
## 918           ALQ       1059          Unf          0        75        1134
## 919           BLQ         48          GLQ        634       422        1104
## 920           ALQ        528          BLQ        411       245        1184
## 921           GLQ        814          Unf          0       114         928
## 922           ALQ       1084          Unf          0       188        1272
## 923           GLQ         28          Unf          0      1288        1316
## 924           LwQ        165          GLQ        841       598        1604
## 925           BLQ        625          LwQ       1061         0        1686
## 926           ALQ        767          LwQ         93       266        1126
## 927           Unf          0          Unf          0      1181        1181
## 928           BLQ        552          Unf          0       280         832
## 929           Unf          0          Unf          0      1753        1753
## 930           Unf          0          Unf          0       964         964
## 931           GLQ         16          Unf          0      1450        1466
## 932           BLQ        338          Rec        466       121         925
## 933           Unf          0          Unf          0      1905        1905
## 934           GLQ         20          Unf          0      1480        1500
## 935           GLQ        425          Unf          0       160         585
## 936           Unf          0          Unf          0       600         600
## 937           GLQ        833          Unf          0       343        1176
## 938           GLQ        341          Unf          0       772        1113
## 939           GLQ        464          Unf          0       927        1391
## 940           Unf          0          Unf          0      1032        1032
## 941           Rec        936          LwQ        396       396        1728
## 942           ALQ        772          Unf          0       220         992
## 943           GLQ       1440          Unf          0         0        1440
## 944           Unf          0          Unf          0      1632        1632
## 945           GLQ        111          Rec        354       354         819
## 946           LwQ       1088          Unf          0         0        1088
## 947           ALQ        748          BLQ        294       102        1144
## 948           GLQ       1300          Unf          0       316        1616
## 949           Unf          0          Unf          0       936         936
## 950           ALQ        982          Unf          0       179        1161
## 951           ALQ        398          BLQ        149       317         864
## 952           BLQ        641          Unf          0       187         828
## 953           GLQ        660          Unf          0       108         768
## 954           ALQ        562          LwQ        193        29         784
## 955           GLQ        945          Unf          0         0         945
## 956           Rec        484          Unf          0       495         979
## 957           ALQ        285          Unf          0       276         561
## 958           Rec        417          Unf          0       640        1057
## 959           GLQ        699          Unf          0       638        1337
## 960           ALQ        604          Unf          0        92         696
## 961           BLQ        696          Unf          0       162         858
## 962           ALQ        896          Unf          0       434        1330
## 963           ALQ        556          Unf          0       248         804
## 964           Unf          0          Unf          0      1800        1800
## 965           GLQ        624          Unf          0       193         817
## 966           Unf          0          Unf          0       783         783
## 967           Rec        428          Unf          0       300         728
## 968           ALQ        902          Unf          0       196        1098
## 969           Unf          0          Unf          0       600         600
## 970           ALQ        513          Unf          0        75         588
## 971           Unf          0          Unf          0       720         720
## 972           GLQ        567          Unf          0       197         764
## 973           Unf          0          Unf          0       918         918
## 974           Unf          0          Unf          0      1428        1428
## 975           Unf          0          Unf          0       728         728
## 976           GLQ        641          Unf          0        32         673
## 977           Unf          0          Unf          0       440         440
## 978           GLQ       1106          Unf          0       135        1241
## 979           LwQ        552          Unf          0       342         894
## 980           Rec        651          Unf          0       470        1121
## 981           ALQ        867          Unf          0        77         944
## 982           GLQ        854          Unf          0       371        1225
## 983           Unf          0          Unf          0      1266        1266
## 984           Unf          0          Unf          0      1128        1128
## 985          <NA>          0         <NA>          0         0           0
## 986           ALQ       1040          Unf          0       124        1164
## 987           Unf          0          Unf          0       485         485
## 988           GLQ       1646          Unf          0       284        1930
## 989           LwQ        156          Unf          0       692         848
## 990           Unf          0          Unf          0       770         770
## 991           GLQ       1074          Unf          0       322        1396
## 992           BLQ        216          Unf          0       700         916
## 993           BLQ        536          Rec        117       169         822
## 994           Unf          0          Unf          0       750         750
## 995           GLQ       1172          Unf          0       528        1700
## 996           ALQ        384          Unf          0       363         747
## 997           Rec        915          Unf          0       135        1050
## 998           Unf          0          Unf          0      1442        1442
## 999           Unf          0          Unf          0      1007        1007
## 1000          GLQ        686          Unf          0       501        1187
## 1001         <NA>          0         <NA>          0         0           0
## 1002          Unf          0          Unf          0       691         691
## 1003          GLQ         24          Unf          0      1550        1574
## 1004          Unf          0          Unf          0      1680        1680
## 1005          GLQ         16          Unf          0      1330        1346
## 1006          GLQ        595          Unf          0       390         985
## 1007          LwQ       1237          Unf          0       420        1657
## 1008          BLQ        273          LwQ        273         0         546
## 1009          Unf          0          Unf          0      1710        1710
## 1010          Unf          0          Unf          0      1008        1008
## 1011          Unf          0          Unf          0       720         720
## 1012         <NA>          0         <NA>          0         0           0
## 1013          Unf          0          Unf          0       602         602
## 1014          ALQ        247          Rec        465       310        1022
## 1015          BLQ        336          Unf          0       746        1082
## 1016          GLQ        643          Unf          0       167         810
## 1017          GLQ        690          Unf          0       814        1504
## 1018          GLQ       1036          Unf          0       184        1220
## 1019          Unf          0          Unf          0       384         384
## 1020          GLQ         16          Unf          0      1346        1362
## 1021          GLQ       1024          Unf          0       108        1132
## 1022          GLQ        684          Unf          0       515        1199
## 1023          LwQ        324          Unf          0       588         912
## 1024          GLQ         16          Unf          0      1330        1346
## 1025          ALQ       1165          LwQ        400         0        1565
## 1026          LwQ        138          Rec        468       276         882
## 1027          Rec        697          Unf          0       571        1268
## 1028          GLQ       1513          Unf          0       125        1638
## 1029          Rec        368          BLQ         41       359         768
## 1030          BLQ        317          Unf          0       355         672
## 1031          Unf          0          Unf          0       686         686
## 1032          GLQ        523          Unf          0       301         824
## 1033          GLQ       1012          Unf          0       326        1338
## 1034          GLQ        986          Unf          0       668        1654
## 1035          Unf          0          Unf          0       920         920
## 1036         <NA>          0         <NA>          0         0           0
## 1037          GLQ       1022          Unf          0       598        1620
## 1038          Unf          0          Unf          0      1055        1055
## 1039          Unf          0          Unf          0       546         546
## 1040          GLQ        509          Unf          0       121         630
## 1041          Rec        168          BLQ        682       284        1134
## 1042          GLQ        400          Rec         64       336         800
## 1043          ALQ        900          Unf          0       406        1306
## 1044          GLQ       1085          Unf          0       390        1475
## 1045          ALQ       1104          Unf          0      1420        2524
## 1046         <NA>          0         <NA>          0         0           0
## 1047          GLQ        240          Unf          0      1752        1992
## 1048          GLQ        686          Unf          0       304         990
## 1049         <NA>          0         <NA>          0         0           0
## 1050         <NA>          0         <NA>          0         0           0
## 1051          Unf          0          Unf          0      1302        1302
## 1052          Unf          0          Unf          0      1316        1316
## 1053          Rec        442          Unf          0       374         816
## 1054          Rec        383          Unf          0       833        1216
## 1055          GLQ        932          Unf          0       133        1065
## 1056          ALQ        644          Unf          0       549        1193
## 1057          GLQ        659          Unf          0       705        1364
## 1058          GLQ        595          Unf          0       378         973
## 1059          GLQ        936          Unf          0       168        1104
## 1060          Rec        297          LwQ        557         0         854
## 1061          GLQ        616          Unf          0       722        1338
## 1062          Unf          0          Unf          0       894         894
## 1063          Unf          0          Unf          0       662         662
## 1064          BLQ        397          Unf          0       706        1103
## 1065          BLQ        740          Rec        230       184        1154
## 1066          GLQ       1201          Unf          0       105        1306
## 1067          Unf          0          Unf          0       799         799
## 1068          GLQ        674          LwQ        106         0         780
## 1069          ALQ        837          Unf          0       105         942
## 1070          ALQ        220          Unf          0       625         845
## 1071          BLQ        586          Unf          0       462        1048
## 1072          Rec        298          Unf          0       429         727
## 1073          Unf          0          Unf          0       810         810
## 1074          BLQ        535          Unf          0       155         690
## 1075          Unf          0          Unf          0      1240        1240
## 1076          BLQ        410          Unf          0       390         800
## 1077          ALQ        626          Unf          0       170         796
## 1078          BLQ         75          Rec        791       230        1096
## 1079          GLQ        662          Unf          0       186         848
## 1080          GLQ        495          Unf          0       495         990
## 1081          ALQ        656          Unf          0       602        1258
## 1082          ALQ        824          Unf          0       216        1040
## 1083          Unf          0          Unf          0      1459        1459
## 1084          BLQ        553          Unf          0       698        1251
## 1085          ALQ        592          Unf          0        99         691
## 1086          GLQ        747          Unf          0       189         936
## 1087          BLQ        334          Unf          0       212         546
## 1088          Unf          0          Unf          0      1082        1082
## 1089          Unf          0          Unf          0       970         970
## 1090          GLQ       1039          Unf          0       208        1247
## 1091         <NA>          0         <NA>          0         0           0
## 1092          BLQ        510          Unf          0        90         600
## 1093          Rec        423          Unf          0       758        1181
## 1094          GLQ        661          Unf          0       203         864
## 1095          BLQ        248          Rec        240       448         936
## 1096          GLQ         24          Unf          0      1290        1314
## 1097          Unf          0          Unf          0       684         684
## 1098          Unf          0          Unf          0      1074        1074
## 1099          BLQ        672          Unf          0         0         672
## 1100          ALQ        704          Unf          0       567        1271
## 1101          Rec        290          Unf          0         0         290
## 1102          BLQ        412          LwQ        287       251         950
## 1103          Rec        588          Unf          0       422        1010
## 1104          ALQ        655          Unf          0         0         655
## 1105          Unf          0          Unf          0       630         630
## 1106          GLQ       1032          Unf          0       431        1463
## 1107          GLQ        738          Unf          0       172         910
## 1108          Unf          0          Unf          0       868         868
## 1109          Unf          0          Unf          0       924         924
## 1110          GLQ       1039          Unf          0       797        1836
## 1111          GLQ        219          Unf          0       554         773
## 1112          ALQ        403          Unf          0       400         803
## 1113          GLQ        708          Unf          0       108         816
## 1114          BLQ        643          Unf          0       365        1008
## 1115          Rec        415          Unf          0       418         833
## 1116          GLQ       1004          Unf          0       730        1734
## 1117          GLQ        353          Unf          0        55         408
## 1118          BLQ        702          Unf          0       192         894
## 1119          Unf          0          Unf          0       533         533
## 1120          LwQ        369          Unf          0       671        1040
## 1121          Unf          0          Unf          0      1012        1012
## 1122          GLQ         24          Unf          0      1528        1552
## 1123          Unf          0          Unf          0       672         672
## 1124          Unf          0          Unf          0       698         698
## 1125          Unf          0          Unf          0       384         384
## 1126          Unf          0          Unf          0      1005        1005
## 1127          Unf          0          Unf          0      1373        1373
## 1128          GLQ       1300          Unf          0       230        1530
## 1129          Unf          0          Unf          0       847         847
## 1130          GLQ        936          Unf          0         0         936
## 1131          BLQ        622          Unf          0       500        1122
## 1132          BLQ        212          Unf          0       762         974
## 1133          Unf          0          Unf          0      1008        1008
## 1134          GLQ        584          Unf          0       544        1128
## 1135          Unf          0          Unf          0       916         916
## 1136          Unf          0          Unf          0       960         960
## 1137          BLQ        280          Unf          0       752        1032
## 1138          Unf          0          Unf          0       780         780
## 1139          ALQ       1567          Unf          0         0        1567
## 1140          BLQ        645          Unf          0       270         915
## 1141          ALQ        852          Unf          0       100         952
## 1142          ALQ        381          Unf          0       399         780
## 1143          GLQ       1150          Unf          0       316        1466
## 1144          GLQ        288          Unf          0       718        1006
## 1145          BLQ        348          Unf          0       324         672
## 1146          Unf          0          Unf          0      1042        1042
## 1147          GLQ       1258          Unf          0        40        1298
## 1148          Rec        275          Unf          0       429         704
## 1149          Unf          0          Unf          0       572         572
## 1150          ALQ        624          Unf          0        26         650
## 1151          Unf          0          Unf          0       932         932
## 1152          BLQ        176          Unf          0      1290        1466
## 1153          ALQ        296          GLQ        547       230        1073
## 1154          ALQ        538          Unf          0       278         816
## 1155          ALQ        454          Unf          0       410         864
## 1156          ALQ       1157          Unf          0       280        1437
## 1157          ALQ        633          Unf          0       586        1219
## 1158          GLQ        904          Unf          0       410        1314
## 1159          Unf          0          Unf          0      1580        1580
## 1160          ALQ        442          Unf          0       459         901
## 1161          ALQ        311          Unf          0       544         855
## 1162          BLQ        728          Unf          0       568        1296
## 1163          BLQ        492          Unf          0       402         894
## 1164          GLQ       1198          Unf          0         0        1198
## 1165          ALQ        680          Rec        391       289        1360
## 1166          Unf          0          Unf          0      1502        1502
## 1167          Unf          0          Unf          0      1694        1694
## 1168          GLQ        786          Unf          0       173         959
## 1169          Rec        626          Unf          0       501        1127
## 1170          GLQ       1387          Unf          0       543        1930
## 1171          ALQ        522          Unf          0       574        1096
## 1172          ALQ        662          Unf          0       599        1261
## 1173          Unf          0          Unf          0       625         625
## 1174          Rec        152          BLQ        469       977        1598
## 1175          Rec        503          Unf          0       449         952
## 1176          GLQ        700          Unf          0       983        1683
## 1177          ALQ        658          Unf          0       218         876
## 1178          Rec        468          Unf          0       350         818
## 1179          Unf          0          Unf          0       731         731
## 1180         <NA>          0         <NA>          0         0           0
## 1181          LwQ       1216          Unf          0         0        1216
## 1182          GLQ       1480          Unf          0       120        1600
## 1183          GLQ       2096          Unf          0       300        2396
## 1184          Rec        821          Unf          0       299        1120
## 1185          Rec       1159          Unf          0       413        1572
## 1186          BLQ        392          Unf          0       392         784
## 1187          BLQ        440          Unf          0       538         978
## 1188          GLQ       1456          Unf          0       168        1624
## 1189          Unf          0          Unf          0       831         831
## 1190          Unf          0          Unf          0       994         994
##      Heating HeatingQC CentralAir Electrical X1stFlrSF X2ndFlrSF LowQualFinSF
## 1       GasA        Ex          Y      SBrkr       856       854            0
## 2       GasA        Ex          Y      SBrkr      1262         0            0
## 3       GasA        Ex          Y      SBrkr       920       866            0
## 4       GasA        Gd          Y      SBrkr       961       756            0
## 5       GasA        Ex          Y      SBrkr      1145      1053            0
## 6       GasA        Ex          Y      SBrkr       796       566            0
## 7       GasA        Ex          Y      SBrkr      1694         0            0
## 8       GasA        Ex          Y      SBrkr      1107       983            0
## 9       GasA        Gd          Y      FuseF      1022       752            0
## 10      GasA        Ex          Y      SBrkr      1077         0            0
## 11      GasA        Ex          Y      SBrkr      1040         0            0
## 12      GasA        Ex          Y      SBrkr      1182      1142            0
## 13      GasA        TA          Y      SBrkr       912         0            0
## 14      GasA        Ex          Y      SBrkr      1494         0            0
## 15      GasA        TA          Y      SBrkr      1253         0            0
## 16      GasA        Ex          Y      FuseA       854         0            0
## 17      GasA        Ex          Y      SBrkr      1004         0            0
## 18      GasA        TA          Y      SBrkr      1296         0            0
## 19      GasA        Ex          Y      SBrkr      1114         0            0
## 20      GasA        TA          Y      SBrkr      1339         0            0
## 21      GasA        Ex          Y      SBrkr      1158      1218            0
## 22      GasA        Ex          Y      FuseF      1108         0            0
## 23      GasA        Ex          Y      SBrkr      1795         0            0
## 24      GasA        TA          Y      SBrkr      1060         0            0
## 25      GasA        Ex          Y      SBrkr      1060         0            0
## 26      GasA        Ex          Y      SBrkr      1600         0            0
## 27      GasA        TA          Y      SBrkr       900         0            0
## 28      GasA        Ex          Y      SBrkr      1704         0            0
## 29      GasA        TA          Y      SBrkr      1600         0            0
## 30      GasA        Fa          N      SBrkr       520         0            0
## 31      GasA        TA          N      SBrkr       649       668            0
## 32      GasA        Gd          Y      SBrkr      1228         0            0
## 33      GasA        Ex          Y      SBrkr      1234         0            0
## 34      GasA        Gd          Y      SBrkr      1700         0            0
## 35      GasA        Ex          Y      SBrkr      1561         0            0
## 36      GasA        Ex          Y      SBrkr      1132      1320            0
## 37      GasA        Ex          Y      SBrkr      1097         0            0
## 38      GasA        Gd          Y      SBrkr      1297         0            0
## 39      GasA        TA          Y      SBrkr      1057         0            0
## 40      GasA        TA          N      FuseP      1152         0            0
## 41      GasA        Ex          Y      SBrkr      1324         0            0
## 42      GasA        Gd          Y      SBrkr      1328         0            0
## 43      GasA        Gd          Y      SBrkr       884         0            0
## 44      GasA        TA          Y      SBrkr       938         0            0
## 45      GasA        Ex          Y      FuseA      1150         0            0
## 46      GasA        Ex          Y      SBrkr      1752         0            0
## 47      GasA        Ex          Y      SBrkr      1518       631            0
## 48      GasA        Ex          Y      SBrkr      1656         0            0
## 49      GasA        Gd          Y      SBrkr       736       716            0
## 50      GasA        Ex          Y      SBrkr       955         0            0
## 51      GasA        Gd          Y      SBrkr       794       676            0
## 52      GasA        TA          Y      SBrkr       816         0          360
## 53      GasA        TA          N      SBrkr       816         0            0
## 54      GasA        Gd          Y      SBrkr      1842         0            0
## 55      GasA        TA          Y      SBrkr      1360         0            0
## 56      GasA        Gd          Y      SBrkr      1425         0            0
## 57      GasA        Ex          Y      SBrkr       983       756            0
## 58      GasA        Ex          Y      SBrkr       860       860            0
## 59      GasA        Ex          Y      SBrkr      1426      1519            0
## 60      GasA        Ex          Y      SBrkr       780         0            0
## 61      GasA        Ex          Y      SBrkr      1158         0            0
## 62      GasA        TA          N      SBrkr       581       530            0
## 63      GasA        Ex          Y      SBrkr      1370         0            0
## 64      GasA        Gd          Y      SBrkr       902       808            0
## 65      GasA        Ex          Y      SBrkr      1057       977            0
## 66      GasA        Ex          Y      SBrkr      1143      1330            0
## 67      GasA        TA          Y      SBrkr      2207         0            0
## 68      GasA        Ex          Y      SBrkr      1479         0            0
## 69      GasA        TA          Y      SBrkr       747         0            0
## 70      GasW        TA          Y      SBrkr      1304       983            0
## 71      GasA        Ex          Y      SBrkr      2223         0            0
## 72      GasA        TA          Y      SBrkr       845         0            0
## 73      GasA        Gd          Y      SBrkr       885       833            0
## 74      GasA        Gd          Y      SBrkr      1086         0            0
## 75      GasA        Gd          N      SBrkr       840       765            0
## 76      GasA        TA          Y      SBrkr       526       462            0
## 77      GasA        Ex          Y      FuseA       952         0            0
## 78      GasA        TA          Y      SBrkr      1072       213            0
## 79      GasA        TA          N      SBrkr      1768         0            0
## 80      GasA        Gd          Y      SBrkr       682       548            0
## 81      GasA        TA          Y      SBrkr      1182       960            0
## 82      GasA        Ex          Y      SBrkr      1337         0            0
## 83      GasA        Ex          Y      SBrkr      1563         0            0
## 84      GasA        Gd          Y      SBrkr      1065         0            0
## 85      GasA        Gd          Y      SBrkr       804       670            0
## 86      GasA        Ex          Y      SBrkr      1301      1116            0
## 87      GasA        Ex          Y      SBrkr       684       876            0
## 88      GasA        Ex          Y      SBrkr       612       612            0
## 89      GasA        TA          N      SBrkr      1013         0          513
## 90      GasA        Ex          Y      SBrkr       990         0            0
## 91      GasA        TA          Y      FuseA      1040         0            0
## 92      GasA        TA          Y      SBrkr      1235         0            0
## 93      GasA        Ex          Y      SBrkr       964         0            0
## 94      GasW        Ex          N      SBrkr      1260      1031            0
## 95      GasA        Ex          Y      SBrkr       905       881            0
## 96      GasA        Gd          Y      SBrkr       680       790            0
## 97      GasA        Ex          Y      SBrkr      1588         0            0
## 98      GasA        TA          Y      FuseF       960         0            0
## 99      GasA        Fa          N      SBrkr       835         0            0
## 100     GasA        Fa          Y      SBrkr      1225         0            0
## 101     GasA        Gd          Y      SBrkr      1610         0            0
## 102     GasA        TA          Y      SBrkr       977       755            0
## 103     GasA        TA          Y      SBrkr      1535         0            0
## 104     GasA        Ex          Y      SBrkr      1226         0            0
## 105     GasA        Ex          Y      FuseF      1226       592            0
## 106     GasA        Ex          Y      SBrkr      1053       939            0
## 107     GasA        Gd          Y      SBrkr      1047         0            0
## 108     GasA        Ex          Y      SBrkr       789         0            0
## 109     GasW        TA          N      FuseF       997       520            0
## 110     GasA        Ex          Y      SBrkr      1844         0            0
## 111     GasA        Gd          Y      SBrkr      1216       639            0
## 112     GasA        Ex          Y      SBrkr       774       656            0
## 113     GasA        Ex          Y      SBrkr      1282      1414            0
## 114     GasA        TA          Y      SBrkr      2259         0            0
## 115     GasA        Ex          Y      SBrkr      1436       884            0
## 116     GasA        Gd          Y      SBrkr       729       729            0
## 117     GasA        TA          Y      SBrkr      1092         0            0
## 118     GasA        Gd          Y      SBrkr      1125         0            0
## 119     GasA        Gd          Y      SBrkr      1699      1523            0
## 120     GasA        Ex          Y      SBrkr       728       728            0
## 121     GasA        Ex          Y      SBrkr       988         0            0
## 122     GasA        Gd          Y      SBrkr       772       351            0
## 123     GasA        Gd          Y      SBrkr      1080         0            0
## 124     GasA        Ex          Y      SBrkr      1199         0            0
## 125     GasA        TA          Y      SBrkr      1586         0            0
## 126     GasA        Gd          N      SBrkr       520         0          234
## 127     GasA        TA          Y      SBrkr       958         0            0
## 128     GasA        Ex          Y      SBrkr       840         0            0
## 129     GasA        TA          Y      SBrkr       660       688            0
## 130     GasA        TA          Y      FuseA      1053         0            0
## 131     GasA        Ex          Y      SBrkr      1216       941            0
## 132     GasA        Ex          Y      SBrkr      1022      1032            0
## 133     GasA        Gd          Y      SBrkr      1327         0            0
## 134     GasA        Ex          Y      SBrkr      1296         0            0
## 135     GasA        Gd          Y      SBrkr      1721         0            0
## 136     GasA        Gd          Y      SBrkr      1682         0            0
## 137     GasA        TA          Y      SBrkr      1214         0            0
## 138     GasA        Gd          Y      SBrkr      1959         0            0
## 139     GasA        Ex          Y      SBrkr      1004       848            0
## 140     GasA        Ex          Y      SBrkr       928       836            0
## 141     GasA        TA          Y      SBrkr       864         0            0
## 142     GasA        Ex          Y      SBrkr      1734         0            0
## 143     GasA        Fa          Y      SBrkr       910       475            0
## 144     GasA        Ex          Y      SBrkr      1501         0            0
## 145     GasA        TA          Y      SBrkr      1728         0            0
## 146     GasA        Ex          Y      SBrkr       970       739            0
## 147     GasA        TA          Y      FuseA       875         0            0
## 148     GasA        Ex          Y      SBrkr       884      1151            0
## 149     GasA        Ex          Y      SBrkr      1080         0            0
## 150     GasA        Gd          Y      FuseA       896       448            0
## 151     GasA        TA          Y      SBrkr       969         0            0
## 152     GasA        Ex          Y      SBrkr      1710         0            0
## 153     GasA        Gd          Y      SBrkr      1097       896            0
## 154     GasA        Gd          Y      SBrkr      1252         0            0
## 155     GasA        TA          Y      FuseA      1200         0            0
## 156     Grav        Fa          N      FuseF       572       524            0
## 157     GasA        TA          Y      FuseF      1040         0            0
## 158     GasA        Ex          Y      SBrkr       774      1194            0
## 159     GasA        Ex          Y      SBrkr       991       956            0
## 160     GasA        Ex          Y      SBrkr      1392      1070            0
## 161     GasA        TA          Y      SBrkr      1232         0            0
## 162     GasA        Ex          Y      SBrkr      1572      1096            0
## 163     GasA        Ex          Y      SBrkr      1541         0            0
## 164     GasA        Ex          Y      SBrkr       882         0            0
## 165     GasA        Gd          Y      FuseA      1149       467            0
## 166     GasA        Gd          Y      SBrkr       808       547            0
## 167     GasA        Ex          Y      FuseA      1867         0            0
## 168     GasA        Ex          Y      SBrkr      1610       551            0
## 169     GasA        Ex          Y      SBrkr       840       880            0
## 170     GasA        TA          Y      SBrkr      1707         0            0
## 171     GasA        TA          Y      SBrkr       854         0          528
## 172     GasA        Fa          Y      SBrkr      1656         0            0
## 173     GasA        Gd          Y      SBrkr      1064       703            0
## 174     GasA        TA          Y      SBrkr      1362         0            0
## 175     GasA        TA          Y      SBrkr      1651         0            0
## 176     GasA        TA          Y      SBrkr      2158         0            0
## 177     GasA        TA          Y      SBrkr      1164       896            0
## 178     GasA        Ex          Y      SBrkr      1252       668            0
## 179     GasA        Ex          Y      SBrkr      2234         0            0
## 180     GasA        TA          Y      SBrkr       968         0            0
## 181     GasA        Ex          Y      SBrkr       769       756            0
## 182     GasA        Gd          Y      SBrkr       901       901            0
## 183     GasA        Ex          Y      SBrkr      1340         0            0
## 184     GasA        Ex          Y      SBrkr      1362       720            0
## 185     GasA        Gd          Y      SBrkr       936       316            0
## 186     GasA        Ex          Y      SBrkr      1518      1518          572
## 187     GasA        Ex          Y      SBrkr      1217         0            0
## 188     GasA        Ex          Y      SBrkr       808       704          144
## 189     GasA        TA          Y      SBrkr      1224         0            0
## 190     GasA        Ex          Y      SBrkr      1593         0            0
## 191     GasA        TA          Y      SBrkr      1549      1178            0
## 192     GasA        Gd          Y      SBrkr       725       754            0
## 193     GasA        Ex          Y      SBrkr      1431         0            0
## 194     GasA        Ex          Y      SBrkr       970       739            0
## 195     GasA        TA          Y      SBrkr       864         0            0
## 196     GasA        TA          Y      SBrkr       855       601            0
## 197     GasA        Ex          Y      SBrkr      1726         0            0
## 198     GasA        Gd          Y      SBrkr      1360      1360          392
## 199     GasA        Ex          Y      SBrkr       929       929          371
## 200     GasA        Ex          Y      SBrkr      1713         0            0
## 201     GasA        Ex          Y      SBrkr      1121         0            0
## 202     GasA        TA          Y      SBrkr      1279         0            0
## 203     GasA        Gd          Y      SBrkr       865       445            0
## 204     GasA        Ex          Y      SBrkr       848         0            0
## 205     GasA        TA          Y      SBrkr       720       564            0
## 206     GasA        Ex          Y      SBrkr      1442         0            0
## 207     GasA        TA          Y      SBrkr      1696         0            0
## 208     GasA        TA          Y      SBrkr      1100         0            0
## 209     GasA        Ex          Y      SBrkr      1180       882            0
## 210     GasA        Ex          Y      SBrkr      1092         0            0
## 211     GasA        TA          N      FuseA       864         0            0
## 212     GasA        Ex          Y      SBrkr      1212         0            0
## 213     GasA        Ex          Y      SBrkr       932       920            0
## 214     GasA        Ex          Y      SBrkr       990         0            0
## 215     GasA        Ex          Y      SBrkr       689       703            0
## 216     GasA        TA          Y      SBrkr      1236         0            0
## 217     GasA        Ex          Y      SBrkr      1436         0            0
## 218     GasA        Fa          N      SBrkr       810       518            0
## 219     GasA        Ex          Y      SBrkr      1137       817            0
## 220     GasA        Ex          Y      SBrkr      1248         0            0
## 221     GasA        Ex          Y      SBrkr      1498         0            0
## 222     GasA        Ex          Y      SBrkr      1010      1257            0
## 223     GasA        TA          Y      SBrkr       811       741            0
## 224     GasA        Gd          Y      SBrkr       864         0            0
## 225     GasA        Ex          Y      SBrkr      2392         0            0
## 226     GasA        TA          Y      SBrkr       630       672            0
## 227     GasA        Ex          Y      SBrkr      1214      1306            0
## 228     GasA        TA          Y      SBrkr       483       504            0
## 229     GasA        TA          Y      SBrkr       912         0            0
## 230     GasA        Ex          Y      SBrkr      1555         0            0
## 231     GasA        TA          Y      SBrkr      1194         0            0
## 232     GasA        Ex          Y      SBrkr      1490      1304            0
## 233     GasA        TA          Y      SBrkr       483       504            0
## 234     GasA        TA          Y      SBrkr       894         0            0
## 235     GasA        Ex          Y      SBrkr       860      1100            0
## 236     GasA        TA          Y      SBrkr       483       504            0
## 237     GasA        Ex          Y      SBrkr      1414         0            0
## 238     GasA        Ex          Y      SBrkr      1014       730            0
## 239     GasA        Ex          Y      SBrkr      1694         0            0
## 240     GasA        TA          Y      FuseA       798       689            0
## 241     GasA        Ex          Y      SBrkr      1566         0            0
## 242     GasA        Gd          Y      SBrkr       866         0            0
## 243     GasA        Gd          N      FuseA       889       551            0
## 244     GasA        TA          Y      SBrkr       626       591            0
## 245     GasA        Ex          Y      SBrkr      1222       888            0
## 246     GasA        Gd          Y      SBrkr      1872         0            0
## 247     GasA        Gd          N      FuseP       908      1020            0
## 248     GasA        Ex          Y      SBrkr      1375         0            0
## 249     GasA        Ex          Y      SBrkr       840       828            0
## 250     GasA        Gd          Y      SBrkr      1444       700            0
## 251     GasA        Ex          Y      SBrkr      1306         0            0
## 252     GasA        Ex          Y      SBrkr      1625         0            0
## 253     GasA        Ex          Y      SBrkr       798       842            0
## 254     GasA        Ex          Y      SBrkr      1302         0            0
## 255     GasA        TA          Y      SBrkr      1314         0            0
## 256     GasA        Ex          Y      SBrkr      1005      1286            0
## 257     GasA        Ex          Y      SBrkr       864       864            0
## 258     GasA        Ex          Y      SBrkr      1604         0            0
## 259     GasA        Ex          Y      SBrkr       963       829            0
## 260     GasA        Gd          Y      FuseA       882         0            0
## 261     GasA        TA          Y      SBrkr      1382         0            0
## 262     GasA        Ex          Y      SBrkr      1482      1092            0
## 263     GasA        TA          Y      SBrkr      1212         0            0
## 264     GasA        TA          Y      SBrkr       926         0          390
## 265     GasA        Gd          N      FuseP       764         0            0
## 266     GasA        TA          Y      SBrkr      1422         0            0
## 267     GasA        Gd          Y      SBrkr       802       709            0
## 268     GasA        Ex          Y      SBrkr      1052       720          420
## 269     GasA        Ex          Y      SBrkr       778         0            0
## 270     GasA        TA          Y      SBrkr      1113         0            0
## 271     GasA        Gd          Y      SBrkr      1095       844            0
## 272     GasA        Ex          Y      SBrkr      1363         0            0
## 273     GasA        Ex          Y      SBrkr      1164      1106            0
## 274     GasA        Gd          Y      SBrkr      1632         0            0
## 275     GasA        TA          Y      SBrkr       816         0            0
## 276     GasW        Gd          N      SBrkr       952       596            0
## 277     GasA        Ex          Y      SBrkr      1560         0            0
## 278     GasA        Ex          Y      SBrkr       864         0            0
## 279     GasA        Ex          Y      SBrkr      2121         0            0
## 280     GasA        Ex          Y      SBrkr      1156       866            0
## 281     GasA        Gd          Y      SBrkr      1175       807            0
## 282     GasA        Gd          Y      SBrkr      1262         0            0
## 283     GasA        Ex          Y      SBrkr      1314         0            0
## 284     GasA        Ex          Y      SBrkr      1468         0            0
## 285     GasA        Gd          Y      SBrkr      1575         0            0
## 286     GasA        Ex          Y      SBrkr       625       625            0
## 287     GasA        TA          Y      SBrkr      1085       649            0
## 288     GasA        TA          Y      SBrkr       858         0            0
## 289     GasA        TA          Y      SBrkr       900         0            0
## 290     GasA        Ex          Y      FuseA       698       698            0
## 291     GasA        Ex          Y      SBrkr      1079       840            0
## 292     GasA        Ex          N      SBrkr       936       780            0
## 293     GasA        Gd          Y      SBrkr      1148       568            0
## 294     GasA        Fa          Y      SBrkr      1468       795            0
## 295     GasA        TA          Y      SBrkr      1644         0            0
## 296     GasA        TA          Y      SBrkr      1003         0            0
## 297     GasA        TA          Y      FuseA       910       648            0
## 298     GasA        Ex          Y      SBrkr       975       975            0
## 299     GasA        Gd          Y      SBrkr      1041       702            0
## 300     GasA        Ex          Y      SBrkr      1152         0            0
## 301     GasA        TA          Y      SBrkr      1336         0            0
## 302     GasA        Ex          Y      SBrkr      1210      1242            0
## 303     GasA        Ex          Y      SBrkr      1541         0            0
## 304     GasA        TA          Y      SBrkr       894         0            0
## 305     GasA        Ex          Y      SBrkr      1675      1818            0
## 306     GasA        Ex          Y      SBrkr      2000         0            0
## 307     GasA        Gd          Y      SBrkr      1122      1121            0
## 308     GasA        TA          Y      FuseA      1035       371            0
## 309     GasA        Ex          Y      SBrkr       861         0            0
## 310     GasA        Ex          Y      SBrkr      1944         0            0
## 311     GasA        Gd          Y      SBrkr       697       804            0
## 312     GasA        Ex          Y      SBrkr       972         0            0
## 313     GasA        TA          Y      SBrkr       793       325            0
## 314     GasW        TA          Y      SBrkr      2036         0            0
## 315     GasA        Ex          Y      SBrkr       832       809            0
## 316     GasA        Ex          Y      SBrkr       716       716            0
## 317     GasA        TA          Y      SBrkr      1153      1200            0
## 318     GasA        Ex          Y      SBrkr      1088       871            0
## 319     GasA        Ex          Y      SBrkr      1372      1274            0
## 320     GasA        TA          Y      SBrkr      1472         0            0
## 321     GasA        Ex          Y      SBrkr      1249      1347            0
## 322     GasA        Ex          Y      SBrkr      1136      1332            0
## 323     GasA        Ex          Y      SBrkr      1553      1177            0
## 324     GasA        Ex          Y      SBrkr      1163         0            0
## 325     GasA        Ex          Y      SBrkr      1898      1080            0
## 326     GasA        Po          N      FuseF       803         0            0
## 327     GasA        Ex          Y      SBrkr      1719         0            0
## 328     GasA        TA          Y      SBrkr      1383         0            0
## 329     GasA        Gd          N      FuseA      1445       689            0
## 330     GasA        TA          N      SBrkr       596       596            0
## 331     GasA        TA          Y      SBrkr      1728         0            0
## 332     GasA        Fa          Y      SBrkr      1056         0            0
## 333     GasA        Ex          Y      SBrkr      1629         0            0
## 334     GasA        Ex          Y      SBrkr      1358         0            0
## 335     GasA        Gd          Y      SBrkr       943       695            0
## 336     GasA        Ex          Y      SBrkr      1619       167            0
## 337     GasA        Ex          Y      SBrkr      1922         0            0
## 338     GasA        Ex          Y      SBrkr      1536         0            0
## 339     GasA        Ex          Y      SBrkr      1621         0            0
## 340     GasA        TA          Y      FuseA      1215         0            0
## 341     GasA        Ex          Y      SBrkr       993       915            0
## 342     GasA        Gd          Y      SBrkr       841         0            0
## 343     Wall        Fa          N      FuseA      1040         0            0
## 344     GasA        Ex          Y      SBrkr      1684         0            0
## 345     GasA        TA          Y      SBrkr       536       576            0
## 346     GasA        Gd          Y      SBrkr       972       605            0
## 347     GasA        TA          Y      SBrkr       958         0            0
## 348     GasA        Ex          Y      FuseA      1478         0            0
## 349     GasA        Ex          Y      SBrkr       764       862            0
## 350     GasA        Ex          Y      SBrkr      1848       880            0
## 351     GasA        Ex          Y      SBrkr      1869         0            0
## 352     GasA        Gd          Y      SBrkr      1453         0            0
## 353     GasA        TA          N      SBrkr       616       495            0
## 354     GasA        Gd          Y      SBrkr       720         0            0
## 355     GasA        Ex          Y      SBrkr      1192       403            0
## 356     GasA        Ex          Y      SBrkr      1200         0            0
## 357     GasA        Gd          Y      SBrkr      1167         0            0
## 358     GasA        TA          Y      SBrkr      1142         0            0
## 359     GasA        Ex          Y      FuseF      1352         0            0
## 360     GasA        Ex          Y      SBrkr      1086       838            0
## 361     GasA        Ex          Y      SBrkr       912         0            0
## 362     GasA        Gd          Y      SBrkr       988       517            0
## 363     GasA        Ex          Y      SBrkr       495      1427            0
## 364     GasA        Gd          Y      SBrkr       483       504            0
## 365     GasA        TA          Y      SBrkr       790       784            0
## 366     GasA        Gd          Y      FuseA       672       672            0
## 367     GasA        Gd          Y      SBrkr      1394         0            0
## 368     GasA        Gd          Y      SBrkr      1431         0            0
## 369     GasA        Gd          Y      SBrkr      1268         0            0
## 370     GasA        Ex          Y      SBrkr      1287         0            0
## 371     GasA        Ex          Y      SBrkr       953       711            0
## 372     GasA        TA          Y      SBrkr      1120       468            0
## 373     GasA        TA          Y      SBrkr       752         0            0
## 374     GasA        TA          Y      SBrkr      1319         0            0
## 375     GasA        Ex          Y      SBrkr       847      1081            0
## 376     GasA        Gd          N      FuseA       904         0            0
## 377     GasA        Ex          Y      SBrkr       914         0            0
## 378     GasA        Ex          Y      SBrkr      1580       886            0
## 379     GasA        Ex          Y      SBrkr      1856         0            0
## 380     GasA        Ex          Y      SBrkr      1007       793            0
## 381     GasA        TA          Y      SBrkr      1026       665            0
## 382     GasA        Ex          Y      SBrkr      1301         0            0
## 383     GasA        Ex          Y      SBrkr       939       858            0
## 384     GasA        TA          N      FuseA       784         0            0
## 385     GasA        Ex          Y      SBrkr      1079       874            0
## 386     GasA        Ex          Y      SBrkr      1269         0            0
## 387     GasA        TA          Y      SBrkr       658       526            0
## 388     GasA        Ex          Y      SBrkr      1125         0            0
## 389     GasA        Ex          Y      SBrkr      1479         0            0
## 390     GasA        Ex          Y      SBrkr      1742       590            0
## 391     GasA        Ex          Y      SBrkr       961       406            0
## 392     GasA        Ex          Y      SBrkr       804      1157            0
## 393     GasA        TA          Y      SBrkr       882         0            0
## 394     GasA        TA          Y      FuseA       788         0            0
## 395     GasA        Gd          Y      FuseA       735       299            0
## 396     GasA        TA          Y      SBrkr      1144         0            0
## 397     GasA        TA          Y      SBrkr       894         0            0
## 398     GasA        TA          Y      SBrkr       876       936            0
## 399     GasA        Gd          Y        Mix      1077         0            0
## 400     GasA        Ex          Y      SBrkr      1112       438            0
## 401     GasA        Ex          Y      SBrkr      1288         0            0
## 402     GasA        Ex          Y      SBrkr      1310         0            0
## 403     GasA        Ex          Y      SBrkr       672         0            0
## 404     GasA        Gd          Y      SBrkr      1165      1098            0
## 405     GasA        Gd          Y      SBrkr       806       766            0
## 406     GasA        Ex          Y      SBrkr      1620         0            0
## 407     GasA        Ex          Y      FuseA      1166         0          473
## 408     GasA        Ex          Y      SBrkr       840       840            0
## 409     GasA        Ex          Y      SBrkr      1071      1101            0
## 410     GasA        Ex          Y      SBrkr      1050      1028            0
## 411     GasA        TA          Y      FuseA      1276         0            0
## 412     GasA        TA          N      SBrkr      1056         0            0
## 413     GasA        Ex          Y      SBrkr      1478         0            0
## 414     GasA        Gd          Y      FuseA      1028         0            0
## 415     GasA        Ex          Y      SBrkr      1080      1017            0
## 416     GasA        Ex          Y      SBrkr      1340         0            0
## 417     GasA        TA          Y      SBrkr       672       728            0
## 418     GasW        TA          N      FuseA      1370      1254            0
## 419     GasA        Fa          N      FuseF       756       378            0
## 420     GasA        Ex          Y      SBrkr      1056         0            0
## 421     GasA        Ex          Y      SBrkr      1344         0            0
## 422     GasA        Gd          Y      SBrkr      1602         0            0
## 423     GasA        Ex          Y      FuseA       988         0            0
## 424     GasA        Gd          Y      SBrkr      1470      1160            0
## 425     GasA        Gd          Y      FuseA      1196         0            0
## 426     GasA        Gd          Y      SBrkr       707       682            0
## 427     GasA        Gd          Y      SBrkr      1644         0            0
## 428     GasA        Ex          Y      SBrkr       907         0            0
## 429     GasA        Ex          Y      SBrkr      1208         0            0
## 430     GasA        TA          Y      SBrkr      1412         0            0
## 431     GasA        TA          Y      SBrkr       483       504            0
## 432     GasA        Gd          Y      SBrkr      1088       110            0
## 433     GasA        Ex          Y      SBrkr       765       600            0
## 434     GasA        Ex          Y      SBrkr       926       678            0
## 435     GasA        Gd          Y      SBrkr       630         0            0
## 436     GasA        Ex          Y      SBrkr       827       834            0
## 437     GasA        TA          Y      FuseA       734       384            0
## 438     GasA        Gd          Y      SBrkr       904         0            0
## 439     GasA        TA          N      SBrkr       694         0            0
## 440     GasA        Gd          Y      SBrkr       684       512            0
## 441     GasA        Ex          Y      SBrkr      2402         0            0
## 442     GasA        TA          N      FuseF      1440         0            0
## 443     GasA        TA          Y      SBrkr      1128       445            0
## 444     GasA        Ex          Y      SBrkr      1258         0            0
## 445     GasA        Ex          Y      SBrkr       933       975            0
## 446     GasA        Fa          Y      SBrkr      1689         0            0
## 447     GasA        Ex          Y      SBrkr      1888         0            0
## 448     GasA        Gd          Y      SBrkr       956       930            0
## 449     GasA        TA          Y      SBrkr       780       596            0
## 450     GasA        Ex          Y      SBrkr       679       504            0
## 451     GasA        Ex          Y      FuseA       813         0            0
## 452     GasA        TA          Y      SBrkr      1533         0            0
## 453     GasA        Ex          Y      SBrkr       888       868            0
## 454     GasA        Ex          Y      SBrkr       786       804            0
## 455     GasA        TA          Y      SBrkr      1728         0            0
## 456     GasA        Fa          Y      SBrkr      1242         0            0
## 457     GasA        Fa          N      SBrkr       624       720            0
## 458     GasA        Ex          Y      SBrkr      1663         0            0
## 459     GasA        Fa          Y      SBrkr       833       833            0
## 460     GasA        TA          Y      SBrkr       979       224            0
## 461     GasA        Ex          Y      SBrkr       832      1103            0
## 462     GasA        Ex          Y      SBrkr       575       560            0
## 463     GasA        Gd          Y      SBrkr       864         0            0
## 464     GasA        Fa          Y      FuseA       849       811            0
## 465     GasA        TA          Y      SBrkr      1040         0            0
## 466     GasA        Ex          Y      SBrkr      1414         0            0
## 467     GasA        TA          Y      SBrkr      1277         0            0
## 468     GasA        Ex          Y      SBrkr       888       756            0
## 469     GasA        Ex          Y      SBrkr      1634         0            0
## 470     GasA        Ex          Y      SBrkr       832       878            0
## 471     GasA        TA          Y      SBrkr      1502         0            0
## 472     GasA        TA          Y      SBrkr      1161       808            0
## 473     GasA        Ex          Y      SBrkr      1072         0            0
## 474     GasA        Ex          Y      SBrkr      1976         0            0
## 475     GasA        Ex          Y      SBrkr      1652         0            0
## 476     GasA        TA          Y      SBrkr       970         0            0
## 477     GasA        Ex          Y      SBrkr      1493         0            0
## 478     GasA        Ex          Y      SBrkr      2069       574            0
## 479     GasA        Ex          Y      SBrkr      1718         0            0
## 480     GasA        TA          Y      SBrkr      1131         0            0
## 481     GasA        Ex          Y      SBrkr      1850         0            0
## 482     GasA        Ex          Y      SBrkr      1792         0            0
## 483     GasA        Ex          Y      SBrkr       916       910            0
## 484     GasA        Ex          Y      SBrkr      1216         0            0
## 485     GasA        Gd          Y      SBrkr       999         0            0
## 486     GasA        Gd          Y      SBrkr      1113         0            0
## 487     GasA        TA          Y      SBrkr      1073         0            0
## 488     GasA        Gd          Y      SBrkr      1484         0            0
## 489     GasA        TA          N      FuseA      1766       648            0
## 490     GasA        TA          Y      SBrkr       630         0            0
## 491     GasA        TA          Y      SBrkr       616       688            0
## 492     GasA        TA          Y      FuseA       958       620            0
## 493     GasA        Gd          Y      SBrkr       728       728            0
## 494     GasA        TA          Y      FuseA      1269         0            0
## 495     GasA        Gd          Y      FuseA       886         0            0
## 496     GasA        TA          N      FuseA       720         0            0
## 497     GasA        Ex          Y      SBrkr      3228         0            0
## 498     GasA        Ex          Y      SBrkr      1133       687            0
## 499     GasA        Ex          Y      SBrkr       899         0            0
## 500     GasA        Fa          Y      SBrkr       912         0            0
## 501     GasA        TA          Y      SBrkr       672       546            0
## 502     GasA        Gd          Y      SBrkr       866       902            0
## 503     GasA        Ex          Y      SBrkr      1214         0            0
## 504     GasA        TA          Y      SBrkr      1801         0            0
## 505     GasA        TA          Y      SBrkr       855       467            0
## 506     GasA        Gd          Y      SBrkr       960      1000            0
## 507     GasA        Ex          Y      SBrkr      1065       846            0
## 508     GasA        Ex          Y      SBrkr      1218         0            0
## 509     GasA        Ex          Y      SBrkr       689       689            0
## 510     GasA        Ex          Y      SBrkr      1041         0            0
## 511     GasA        Ex          Y      SBrkr      1363         0            0
## 512     GasA        Ex          Y      SBrkr      1368         0            0
## 513     GasA        TA          Y      SBrkr       864         0            0
## 514     GasA        TA          Y      SBrkr      1080         0            0
## 515     Grav        Fa          N      SBrkr       789         0            0
## 516     GasA        Ex          Y      SBrkr      2020         0            0
## 517     GasA        TA          Y      SBrkr      1378       741            0
## 518     GasA        Ex          Y      SBrkr      1277      1067            0
## 519     GasA        Ex          Y      SBrkr       882       914            0
## 520     GasA        Ex          Y      SBrkr      1276       804            0
## 521     GasA        TA          N      FuseA       694       600            0
## 522     GasA        Ex          Y      FuseA      1244         0            0
## 523     GasA        Ex          Y      SBrkr      1004       660            0
## 524     GasA        Ex          Y      SBrkr      3138      1538            0
## 525     GasA        Ex          Y      SBrkr      1383      1015            0
## 526     GasA        Ex          Y      SBrkr      1266         0            0
## 527     GasA        TA          Y      SBrkr       928         0            0
## 528     GasA        Ex          Y      SBrkr      1476      1237            0
## 529     GasA        Ex          Y      SBrkr       605         0            0
## 530     GasA        TA          Y      SBrkr      2515         0            0
## 531     GasA        Ex          Y      SBrkr      1509         0            0
## 532     GasA        Ex          Y      SBrkr       751       611            0
## 533     GasA        Ex          Y      SBrkr       827         0            0
## 534     GasA        Fa          N      FuseF       334         0            0
## 535     GasA        Ex          Y      SBrkr       707       707            0
## 536     GasA        TA          Y      SBrkr       820       527            0
## 537     GasA        Ex          Y      SBrkr       880       844            0
## 538     GasA        TA          Y      SBrkr       864         0            0
## 539     GasA        TA          Y      SBrkr      1159         0            0
## 540     GasA        Ex          Y      SBrkr      1601         0            0
## 541     GasA        Ex          Y      SBrkr      1838         0            0
## 542     GasA        Ex          Y      SBrkr       997      1288            0
## 543     GasA        Ex          Y      SBrkr      1680         0            0
## 544     GasA        Ex          Y      SBrkr       767         0            0
## 545     GasA        Ex          Y      SBrkr       664       832            0
## 546     GasA        Gd          Y      SBrkr      1377       806            0
## 547     GasA        Ex          Y      FuseA       915       720            0
## 548     GasA        Ex          Y      SBrkr       768         0            0
## 549     GasA        TA          Y      SBrkr       825         0            0
## 550     GasA        Ex          Y      SBrkr       912      1182            0
## 551     GasA        TA          Y      SBrkr      1069         0            0
## 552     GasA        Gd          Y      FuseA       928         0            0
## 553     GasA        Ex          Y      SBrkr      1717         0            0
## 554     GasA        Ex          Y      SBrkr      1126         0            0
## 555     GasA        Ex          Y      SBrkr      1006      1040            0
## 556     GasA        TA          Y      FuseA      1048         0            0
## 557     GasA        TA          Y      FuseA      1092         0            0
## 558     GasA        Gd          Y      SBrkr       897       439            0
## 559     GasA        Ex          Y      SBrkr       729       717            0
## 560     GasA        Ex          Y      SBrkr      1557         0            0
## 561     GasA        TA          Y      SBrkr      1392         0            0
## 562     GasA        Gd          Y      SBrkr      1389         0            0
## 563     GasA        Ex          Y      SBrkr       996         0            0
## 564     GasA        Ex          Y      SBrkr      1163       511            0
## 565     GasA        Ex          Y      SBrkr      1166      1129            0
## 566     GasA        TA          N      FuseF       841       806            0
## 567     GasA        Ex          Y      SBrkr      1134      1370            0
## 568     GasA        Ex          Y      SBrkr      1535         0            0
## 569     GasA        Ex          Y      SBrkr      1496       636            0
## 570     GasA        TA          Y      SBrkr       943         0            0
## 571     GasA        TA          Y      SBrkr      1728         0            0
## 572     GasA        Ex          Y      SBrkr       864         0            0
## 573     GasA        Gd          Y      SBrkr       846       846            0
## 574     GasA        Ex          Y      SBrkr       774       656            0
## 575     GasA        TA          Y      SBrkr       576       533            0
## 576     GasA        TA          Y      SBrkr       832       384            0
## 577     GasA        Gd          Y      SBrkr       877       600            0
## 578     GasA        Ex          Y      SBrkr      1320         0            0
## 579     GasA        Ex          Y      SBrkr       703       689            0
## 580     GasA        Ex          N      FuseF      1050       745            0
## 581     GasA        Ex          Y      SBrkr      1429         0            0
## 582     GasA        Ex          Y      SBrkr      2042         0            0
## 583     GasA        TA          Y      SBrkr       816         0            0
## 584     GasA        Gd          Y      SBrkr      1521      1254            0
## 585     GasA        Ex          Y      SBrkr       989       584            0
## 586     GasA        Ex          Y      SBrkr      2028         0            0
## 587     GasA        Ex          Y      SBrkr       838         0            0
## 588     GasA        TA          Y      SBrkr       860         0            0
## 589     GasA        Ex          Y      SBrkr      1473         0            0
## 590     GasA        TA          Y      FuseA       779         0          156
## 591     GasA        Ex          Y      SBrkr       770       812            0
## 592     GasA        Ex          Y      SBrkr      1728       568            0
## 593     GasA        Ex          Y      SBrkr       816         0            0
## 594     GasA        Ex          Y      SBrkr       848         0            0
## 595     GasA        TA          Y      SBrkr       924         0            0
## 596     GasA        Ex          Y      SBrkr      1826         0            0
## 597     GasA        Ex          N      FuseA       684       684            0
## 598     GasA        Ex          Y      SBrkr      1402         0            0
## 599     GasA        Ex          Y      SBrkr      1647         0            0
## 600     GasA        TA          Y      SBrkr       716       840            0
## 601     GasA        Ex          Y      SBrkr      1058       846            0
## 602     GasA        TA          Y      SBrkr       780       595            0
## 603     GasA        Ex          Y      SBrkr       927       988            0
## 604     GasA        Ex          Y      SBrkr       600       600            0
## 605     GasA        Ex          Y      SBrkr      1494         0            0
## 606     GasA        TA          Y      SBrkr      1186       800            0
## 607     GasA        Gd          Y      SBrkr      1040         0            0
## 608     GasA        Ex          Y      SBrkr      1112       896            0
## 609     GasA        TA          Y      SBrkr      1940      1254            0
## 610     GasA        Gd          Y      SBrkr      1029         0            0
## 611     GasA        Ex          Y      SBrkr      1476       677            0
## 612     GasA        TA          Y      SBrkr      1032         0            0
## 613     GasA        Ex          Y      SBrkr      1299       573            0
## 614     GasA        Ex          Y      SBrkr      1120         0            0
## 615     GasA        Ex          Y      SBrkr       630         0            0
## 616     GasA        Ex          Y      SBrkr      1054         0            0
## 617     GasA        Ex          Y      SBrkr       807       702            0
## 618     GasA        Gd          Y      SBrkr       832         0            0
## 619     GasA        Ex          Y      SBrkr      1828         0            0
## 620     GasA        Ex          Y      SBrkr      1482       780            0
## 621     GasA        TA          N      FuseF       864         0            0
## 622     GasA        TA          Y      SBrkr      1548      1066            0
## 623     GasA        TA          Y      SBrkr       980         0            0
## 624     GasA        Ex          Y      SBrkr       756       756            0
## 625     GasA        Gd          Y      SBrkr      1012       778            0
## 626     GasA        TA          Y      SBrkr      1116         0            0
## 627     GasA        TA          Y      SBrkr      1422         0            0
## 628     GasA        Ex          Y      SBrkr      1520         0            0
## 629     GasA        TA          Y      SBrkr      1040      1040            0
## 630     GasA        TA          Y      SBrkr      1350         0            0
## 631     GasA        TA          Y      FuseA      1089       661            0
## 632     GasA        Ex          Y      SBrkr      1554         0            0
## 633     GasA        TA          Y      SBrkr      1411         0            0
## 634     GasA        TA          Y      SBrkr      1056         0            0
## 635     GasA        Gd          Y      SBrkr      1056         0            0
## 636     GasA        Ex          Y      FuseA      1440      1440          515
## 637     Grav        Fa          N      FuseA       800         0            0
## 638     GasA        TA          Y      FuseA       811       576            0
## 639     GasA        Gd          Y      FuseA       796         0            0
## 640     GasA        Ex          Y      SBrkr      1567         0            0
## 641     GasA        Ex          Y      SBrkr      1518         0            0
## 642     GasA        Ex          Y      SBrkr      1057       872            0
## 643     GasA        Gd          Y      SBrkr      2000       704            0
## 644     GasA        Ex          Y      SBrkr       780       840            0
## 645     GasA        Ex          Y      SBrkr      1766         0            0
## 646     GasA        TA          Y      SBrkr       981         0            0
## 647     GasA        Gd          Y      SBrkr      1048         0            0
## 648     GasA        Ex          Y      SBrkr      1094         0            0
## 649     GasA        TA          Y      SBrkr      1051       788            0
## 650     GasA        Gd          Y      SBrkr       630         0            0
## 651     GasA        Ex          Y      SBrkr       822       843            0
## 652     GasA        TA          Y      SBrkr       755       755            0
## 653     GasA        Ex          Y      SBrkr       909       807            0
## 654     GasA        Ex          Y      SBrkr       756       713            0
## 655     GasA        Ex          Y      SBrkr      2113         0            0
## 656     GasA        TA          Y      SBrkr       525       567            0
## 657     GasA        Ex          Y      SBrkr      1053         0            0
## 658     GasA        TA          Y      SBrkr       851       651            0
## 659     GasA        TA          Y      SBrkr       912       546            0
## 660     GasA        Ex          Y      SBrkr      1486         0            0
## 661     GasA        TA          Y      SBrkr      1142       793            0
## 662     GasA        Ex          Y      SBrkr      1686       762            0
## 663     GasA        Gd          Y      SBrkr      1392         0            0
## 664     GasA        TA          Y      SBrkr      1181         0            0
## 665     GasA        Ex          Y      SBrkr      2097         0            0
## 666     GasA        Ex          Y      SBrkr      1454       482            0
## 667     GasA        TA          Y      SBrkr      1465       915            0
## 668     GasA        Ex          Y      SBrkr      1679         0            0
## 669     GasA        Gd          Y      SBrkr      1437         0            0
## 670     GasA        Ex          Y      SBrkr      1180         0            0
## 671     GasA        Ex          Y      SBrkr       738       738            0
## 672     GasA        TA          N      SBrkr       697       672            0
## 673     GasA        TA          Y      SBrkr      1208         0            0
## 674     GasA        Ex          Y      SBrkr      1839         0            0
## 675     GasA        TA          Y      SBrkr      1136         0            0
## 676     GasA        TA          Y      SBrkr       855       586            0
## 677     GasW        Fa          N      SBrkr      1095       679            0
## 678     GasA        Ex          Y      SBrkr       792         0            0
## 679     GasA        Ex          Y      SBrkr      2046         0            0
## 680     GasA        TA          Y      SBrkr       988         0            0
## 681     GasA        TA          Y      SBrkr       923         0            0
## 682     GasA        Ex          Y      SBrkr       848       672            0
## 683     GasA        Ex          Y      SBrkr      1291         0            0
## 684     GasA        Ex          Y      SBrkr      1668         0            0
## 685     GasA        Gd          Y      SBrkr      1195       644            0
## 686     GasA        Gd          Y      SBrkr      1190       900            0
## 687     GasA        Ex          Y      SBrkr       874       887            0
## 688     GasA        Ex          Y      SBrkr       551       551            0
## 689     GasA        Ex          Y      SBrkr      1419         0            0
## 690     GasA        Ex          Y      SBrkr      1362         0            0
## 691     GasA        Ex          Y      SBrkr       848         0            0
## 692     GasA        Ex          Y      SBrkr      2444      1872            0
## 693     GasA        Ex          Y      SBrkr      1238      1281            0
## 694     GasA        Ex          Y      SBrkr      1073         0            0
## 695     GasA        TA          Y      SBrkr      1067       472            0
## 696     GasA        Gd          Y      SBrkr      1137         0            0
## 697     GasA        Gd          Y      SBrkr       616         0            0
## 698     GasA        Fa          Y      FuseA      1148         0            0
## 699     GasA        Ex          Y      SBrkr       894         0            0
## 700     GasA        Ex          Y      SBrkr      1391         0            0
## 701     GasA        Ex          Y      SBrkr      1800         0            0
## 702     GasA        TA          Y      SBrkr      1164         0            0
## 703     GasA        Ex          Y      SBrkr      1264      1312            0
## 704     GasA        Gd          Y      SBrkr      1032       780            0
## 705     GasA        Ex          Y      SBrkr      1484         0            0
## 706     GasA        Fa          N      SBrkr       372       720            0
## 707     GasA        TA          Y      SBrkr      1824         0            0
## 708     GasA        Ex          Y      SBrkr      1324         0            0
## 709     GasA        Ex          Y      SBrkr       728       728            0
## 710     GasA        TA          Y      SBrkr       904         0            0
## 711     GasA        Gd          Y      SBrkr       729         0            0
## 712     GasA        Gd          Y      SBrkr       859       319            0
## 713     GasA        Gd          Y      SBrkr      1228         0            0
## 714     GasW        TA          N      SBrkr       960         0            0
## 715     GasA        Ex          Y      SBrkr       725       754            0
## 716     GasA        TA          Y      SBrkr      1350         0            0
## 717     GasA        Ex          Y      SBrkr      1576       978            0
## 718     GasA        Gd          Y      SBrkr      1178         0            0
## 719     GasA        Ex          Y      SBrkr      1325      1093            0
## 720     GasA        TA          Y      SBrkr       971         0            0
## 721     GasA        TA          Y      SBrkr      1742         0            0
## 722     GasA        Ex          Y      SBrkr       848         0            0
## 723     GasA        Ex          Y      SBrkr       864         0            0
## 724     GasA        Ex          Y      SBrkr       997       473            0
## 725     GasA        Ex          Y      SBrkr      1698         0            0
## 726     GasA        TA          Y      SBrkr       864         0            0
## 727     GasA        Ex          Y      SBrkr      1680         0            0
## 728     GasA        Ex          Y      SBrkr      1232         0            0
## 729     GasA        TA          Y      SBrkr      1776         0            0
## 730     GasA        TA          Y      FuseA       848         0          360
## 731     GasA        Ex          Y      SBrkr      1616         0            0
## 732     GasA        Ex          Y      SBrkr      1146         0            0
## 733     GasA        Ex          Y      SBrkr      1153       878            0
## 734     GasA        Ex          Y      SBrkr      1144         0            0
## 735     GasA        TA          Y      SBrkr       948         0            0
## 736     GasW        Fa          N      SBrkr       880       888            0
## 737     GasA        Gd          N      FuseF      1040         0            0
## 738     GasA        Ex          Y      SBrkr       901       900            0
## 739     GasA        TA          Y      SBrkr      1200         0            0
## 740     GasA        Ex          Y      SBrkr       864       864            0
## 741     GasA        Ex          Y      SBrkr       768       664            0
## 742     GasA        Gd          Y      SBrkr       912         0            0
## 743     GasA        Ex          Y      SBrkr      1349         0            0
## 744     GasA        Ex          Y      SBrkr      1464         0            0
## 745     GasA        Gd          Y      SBrkr      1337         0            0
## 746     GasA        Ex          Y      SBrkr      1175      1540            0
## 747     GasA        Ex          Y      SBrkr       980      1276            0
## 748     GasW        TA          N      SBrkr      1320      1320            0
## 749     GasA        Ex          Y      SBrkr      1720         0            0
## 750     Wall        TA          N      FuseF      1088       441            0
## 751     GasA        Gd          Y      SBrkr       792       348            0
## 752     GasA        Ex          Y      SBrkr       660       660            0
## 753     GasA        Ex          Y      SBrkr      1494         0            0
## 754     GasA        Gd          Y      SBrkr      1038      1060            0
## 755     GasA        Gd          Y      SBrkr      1026         0            0
## 756     GasA        Gd          Y      SBrkr       742       729            0
## 757     GasA        Ex          Y      SBrkr       866       902            0
## 758     GasA        TA          Y      SBrkr       672       714            0
## 759     GasA        Gd          Y      SBrkr       757       744            0
## 760     GasA        Ex          Y      SBrkr      1328      1203            0
## 761     GasA        Ex          Y      SBrkr       864         0            0
## 762     GasA        TA          Y      SBrkr      1301         0            0
## 763     GasA        Ex          Y      SBrkr       764       783            0
## 764     GasA        Ex          Y      SBrkr      1268      1097            0
## 765     GasA        Ex          Y      SBrkr      1494         0            0
## 766     GasA        Ex          Y      SBrkr      1506         0            0
## 767     GasA        TA          Y      SBrkr       980       734            0
## 768     GasA        Ex          Y      SBrkr       983       767            0
## 769     GasA        Ex          Y      SBrkr      1836         0            0
## 770     GasA        Ex          Y      SBrkr      1690      1589            0
## 771     GasA        TA          Y      SBrkr       858         0            0
## 772     GasA        TA          Y      FuseF      1220         0            0
## 773     GasA        TA          Y      SBrkr      1117         0            0
## 774     GasA        Ex          Y      FuseA       912         0            0
## 775     GasA        Gd          Y      SBrkr      1973         0            0
## 776     GasA        Ex          Y      SBrkr      1204         0            0
## 777     GasA        Ex          Y      SBrkr      1614         0            0
## 778     GasA        TA          Y      SBrkr       894         0            0
## 779     GasA        TA          Y      SBrkr      2020         0            0
## 780     GasA        TA          Y      SBrkr      1004         0            0
## 781     GasA        Gd          Y      SBrkr      1253         0            0
## 782     GasA        Ex          Y      SBrkr       810       793            0
## 783     GasA        Ex          Y      SBrkr      1430         0            0
## 784     GasA        Ex          Y      SBrkr      1110         0            0
## 785     GasA        Ex          Y      SBrkr       742       742            0
## 786     GasA        TA          Y      SBrkr      1342         0            0
## 787     GasA        TA          Y      SBrkr       966       686            0
## 788     GasA        Ex          Y      SBrkr       956      1128            0
## 789     GasA        Ex          Y      SBrkr       901         0            0
## 790     GasA        Gd          Y      SBrkr       976      1111            0
## 791     GasA        Ex          Y      SBrkr      1145         0            0
## 792     GasA        TA          Y      SBrkr      1062         0            0
## 793     GasA        Ex          Y      SBrkr      1127       886            0
## 794     GasA        Ex          Y      SBrkr      1496         0            0
## 795     GasA        Ex          Y      SBrkr      1086       809            0
## 796     GasA        TA          Y      SBrkr       888       676            0
## 797     GasA        Ex          Y      SBrkr      1285         0            0
## 798     GasA        Gd          Y      SBrkr       773         0            0
## 799     GasA        Ex          Y      SBrkr      1966      1174            0
## 800     GasA        Ex          Y      SBrkr       981       787            0
## 801     GasA        Gd          Y      SBrkr       616      1072            0
## 802     GasA        Ex          Y      FuseA      1196         0            0
## 803     GasA        Ex          Y      SBrkr       728       728            0
## 804     GasA        Ex          Y      SBrkr      1734      1088            0
## 805     GasA        TA          Y      SBrkr      1128         0            0
## 806     GasA        Ex          Y      SBrkr      1428         0            0
## 807     GasA        Gd          Y      SBrkr       980         0            0
## 808     GasA        Ex          Y      SBrkr      1072       504            0
## 809     GasA        TA          Y      SBrkr      1086         0            0
## 810     GasA        TA          N      FuseA      1075      1063            0
## 811     GasA        Fa          Y      SBrkr      1309         0            0
## 812     GasA        Ex          Y      SBrkr       848         0            0
## 813     GasA        TA          N      FuseA      1044         0            0
## 814     GasA        Gd          Y      SBrkr      1442         0            0
## 815     GasW        Gd          Y      SBrkr       686       564            0
## 816     GasA        Ex          Y      SBrkr      1661         0            0
## 817     GasA        Gd          Y      SBrkr      1008         0            0
## 818     GasA        Ex          Y      SBrkr      1689         0            0
## 819     GasA        Gd          Y      SBrkr      1052         0            0
## 820     GasA        Ex          Y      SBrkr      1358         0            0
## 821     GasA        Ex          Y      SBrkr       798       842            0
## 822     GasA        TA          N      SBrkr       936         0            0
## 823     GasA        Ex          Y      SBrkr       847       886            0
## 824     GasA        TA          Y      SBrkr       944       545            0
## 825     GasA        Ex          Y      SBrkr      1489         0            0
## 826     GasA        Ex          Y      SBrkr      2084         0            0
## 827     GasA        Gd          Y      SBrkr       784         0            0
## 828     GasA        Ex          Y      SBrkr      1434         0            0
## 829     GasA        TA          Y      SBrkr      1160       966            0
## 830     GasA        Ex          Y      SBrkr       520       623           80
## 831     GasA        TA          Y      FuseA      1392         0            0
## 832     GasA        Ex          Y      SBrkr       520       600           80
## 833     GasA        Ex          Y      SBrkr       941       888            0
## 834     GasA        TA          Y      SBrkr      1516         0            0
## 835     GasA        Gd          Y      SBrkr      1144         0            0
## 836     GasA        TA          Y      SBrkr      1067         0            0
## 837     GasA        Gd          Y      SBrkr      1559         0            0
## 838     GasA        TA          Y      SBrkr       483       504            0
## 839     GasA        Ex          Y      SBrkr      1099         0            0
## 840     GasA        Ex          Y      SBrkr       768       432            0
## 841     GasA        TA          N      SBrkr       810       672            0
## 842     GasA        Gd          Y      SBrkr       958       581            0
## 843     GasA        TA          Y      SBrkr      1165         0            0
## 844     GasA        Ex          N      SBrkr      1800         0            0
## 845     GasA        Gd          Y      SBrkr       876       540            0
## 846     GasA        TA          Y      SBrkr      1701         0            0
## 847     GasA        Ex          Y      SBrkr      1006       769            0
## 848     GasA        Ex          Y      SBrkr       864         0            0
## 849     GasA        TA          Y      SBrkr      1307      1051            0
## 850     GasA        Ex          Y      SBrkr      1094       761            0
## 851     GasA        Ex          Y      SBrkr       848         0            0
## 852     GasA        Ex          Y      SBrkr      1456         0            0
## 853     GasA        Gd          Y      SBrkr       918       728            0
## 854     GasA        TA          Y      SBrkr      1445         0            0
## 855     GasA        TA          Y      SBrkr      1779         0            0
## 856     GasA        Ex          Y      SBrkr      1040         0            0
## 857     GasA        TA          Y      SBrkr      1026         0            0
## 858     GasA        Gd          Y      SBrkr       702       779            0
## 859     GasA        TA          Y      SBrkr      1370         0            0
## 860     GasA        TA          Y      SBrkr      1512      1142            0
## 861     GasA        Gd          Y      SBrkr       912       514            0
## 862     GasA        Ex          Y      SBrkr      1039         0            0
## 863     GasA        TA          Y      SBrkr      1097         0            0
## 864     GasA        TA          Y      SBrkr      1148         0            0
## 865     GasA        Ex          Y      SBrkr      1372         0            0
## 866     GasA        TA          Y      SBrkr      1002         0            0
## 867     GasA        Ex          Y      SBrkr      1646         0            0
## 868     GasA        TA          Y      SBrkr      1120         0            0
## 869     GasA        Gd          Y      SBrkr      1547       720           53
## 870     GasA        Ex          Y      SBrkr      1062       887            0
## 871     GasA        Gd          N      SBrkr       894         0            0
## 872     GasA        Ex          Y      SBrkr       804       878            0
## 873     GasA        Gd          Y      SBrkr       910         0            0
## 874     GasA        Gd          Y      SBrkr      1036         0          232
## 875     GasA        Ex          Y      SBrkr       676       455            0
## 876     GasA        Ex          Y      SBrkr      1184      1426            0
## 877     GasA        Gd          Y      SBrkr      1040         0            0
## 878     GasA        Ex          Y      SBrkr      1462       762            0
## 879     GasA        TA          Y      SBrkr      1155         0            0
## 880     GasA        Ex          Y      SBrkr       864         0            0
## 881     GasA        Gd          Y      SBrkr      1090         0            0
## 882     GasA        Ex          Y      SBrkr      1187       530            0
## 883     GasA        Gd          Y      SBrkr       808       785            0
## 884     GasA        TA          N      SBrkr       954       795          481
## 885     GasA        TA          Y      SBrkr       892         0            0
## 886     GasA        Ex          Y      SBrkr      1709         0            0
## 887     GasA        Ex          Y      SBrkr      1712         0            0
## 888     GasA        TA          Y      SBrkr       872       521            0
## 889     GasA        Ex          Y      SBrkr      2217         0            0
## 890     GasA        Ex          Y      SBrkr      1505         0            0
## 891     GasA        Ex          Y      SBrkr       672       252            0
## 892     GasA        Gd          Y      SBrkr       918       765            0
## 893     GasA        TA          Y      SBrkr      1068         0            0
## 894     GasA        TA          Y      SBrkr      1383         0            0
## 895     GasA        TA          Y      SBrkr      1535         0            0
## 896     GasA        TA          Y      SBrkr       983       813            0
## 897     GasA        Ex          N      SBrkr       951         0            0
## 898     GasA        TA          Y      SBrkr      1120      1120            0
## 899     GasA        Ex          Y      SBrkr      2364         0            0
## 900     GasA        TA          Y      SBrkr      1236         0            0
## 901     GasA        TA          Y      SBrkr       858         0            0
## 902     GasA        TA          Y      SBrkr      1306         0            0
## 903     GasA        Ex          Y      SBrkr       807       702            0
## 904     GasA        Ex          Y      SBrkr      1670         0            0
## 905     GasA        TA          Y      SBrkr       902         0            0
## 906     GasA        TA          Y      SBrkr      1063         0            0
## 907     GasA        Ex          Y      SBrkr      1636         0            0
## 908     GasA        Gd          Y      SBrkr      1020      1037            0
## 909     GasA        TA          Y      SBrkr       902         0            0
## 910     GasA        Ex          Y      SBrkr       742       742            0
## 911     GasA        TA          Y      FuseA      1105      1169            0
## 912     GasA        TA          Y      SBrkr      1268         0            0
## 913     GasA        TA          N      SBrkr      1015         0            0
## 914     GasA        TA          N      FuseA      1001      1001            0
## 915     GasA        Ex          Y      SBrkr       612       612            0
## 916     GasA        Fa          Y      SBrkr       546       546            0
## 917     GasA        TA          N      FuseA       480         0            0
## 918     GasA        Ex          Y      FuseA      1229         0            0
## 919     GasA        Ex          Y      SBrkr       912      1215            0
## 920     GasA        Ex          Y      SBrkr      1414         0            0
## 921     GasA        Ex          Y      SBrkr       936       785            0
## 922     GasA        Gd          Y      SBrkr      1272       928            0
## 923     GasA        Ex          Y      SBrkr      1316         0            0
## 924     GasA        Ex          Y      SBrkr      1617         0            0
## 925     GasA        TA          Y      SBrkr      1686         0            0
## 926     GasA        TA          Y      SBrkr      1126         0            0
## 927     GasA        Ex          Y      SBrkr      1234      1140            0
## 928     GasA        Gd          Y      SBrkr      1098       880            0
## 929     GasA        Ex          Y      SBrkr      1788         0            0
## 930     GasA        Gd          Y      SBrkr       993      1243            0
## 931     GasA        Ex          Y      SBrkr      1466         0            0
## 932     GasA        Ex          Y      SBrkr       925         0            0
## 933     GasA        Ex          Y      SBrkr      1905         0            0
## 934     GasA        Ex          Y      SBrkr      1500         0            0
## 935     GasA        Ex          Y      SBrkr      2069         0            0
## 936     GasA        Gd          Y      SBrkr       747         0            0
## 937     GasA        Ex          Y      SBrkr      1200         0            0
## 938     GasA        Ex          Y      SBrkr      1113       858            0
## 939     GasA        Ex          Y      SBrkr      1391       571            0
## 940     GasA        Ex          Y      SBrkr      1207      1196            0
## 941     GasA        TA          Y      SBrkr      1728         0            0
## 942     GasA        Ex          Y      SBrkr      1022      1038            0
## 943     GasA        TA          Y      SBrkr      1440         0            0
## 944     GasA        TA          Y      SBrkr      1632         0            0
## 945     GasA        Gd          Y      FuseA      1344         0            0
## 946     GasA        TA          Y      SBrkr      1188       561          120
## 947     GasA        TA          Y      SBrkr      1144         0            0
## 948     GasA        Ex          Y      SBrkr      1629         0            0
## 949     GasA        Ex          Y      SBrkr       936       840            0
## 950     GasA        TA          Y      SBrkr      1381         0            0
## 951     GasA        Gd          Y      SBrkr       864         0            0
## 952     GasA        Gd          Y      SBrkr       965         0            0
## 953     GasA        Gd          Y      SBrkr       768         0            0
## 954     GasA        Ex          Y      SBrkr      1168       800            0
## 955     GasA        TA          Y      SBrkr       980         0            0
## 956     GasA        TA          N      FuseF       979       979            0
## 957     GasA        TA          Y      SBrkr       561       668            0
## 958     GasA        TA          Y      SBrkr      1057         0            0
## 959     GasA        Ex          Y      SBrkr      1337         0            0
## 960     GasA        Ex          Y      SBrkr       696       720            0
## 961     GasA        Gd          Y      SBrkr       858         0            0
## 962     GasA        TA          Y      SBrkr      1542      1330            0
## 963     GasA        TA          Y      SBrkr       804       744            0
## 964     GasA        Ex          Y      SBrkr      1800         0            0
## 965     GasA        Ex          Y      SBrkr       824      1070            0
## 966     GasA        Ex          Y      SBrkr       783       701            0
## 967     GasA        Ex          Y      SBrkr       976       332            0
## 968     GasA        TA          Y      SBrkr      1098         0            0
## 969     Grav        Fa          N      SBrkr       600       368            0
## 970     GasA        TA          Y      SBrkr      1095         0            0
## 971     GasA        TA          N      FuseA       720       472            0
## 972     GasA        Ex          Y      SBrkr       764       862            0
## 973     GasA        TA          Y      SBrkr       918         0            0
## 974     GasA        Ex          Y      SBrkr      1428         0            0
## 975     GasA        TA          N      SBrkr      1136       883            0
## 976     GasA        Ex          Y      SBrkr       673       709            0
## 977     GasA        TA          Y      FuseA       869         0            0
## 978     GasA        Ex          Y      SBrkr      1241         0            0
## 979     GasA        Ex          Y      SBrkr       894         0            0
## 980     GasA        TA          Y      SBrkr      1121         0            0
## 981     GasA        Gd          Y      SBrkr       999         0            0
## 982     GasA        Ex          Y      SBrkr      1276      1336            0
## 983     GasA        Ex          Y      SBrkr      1266         0            0
## 984     GasA        Ex          Y      SBrkr      1149      1141            0
## 985     GasA        TA          Y      SBrkr      1302       432            0
## 986     GasW        TA          N      SBrkr      1164         0            0
## 987     GasA        Gd          Y      SBrkr      1001       634            0
## 988     GasA        Ex          Y      SBrkr      1940         0            0
## 989     GasA        TA          Y      SBrkr      1118       912            0
## 990     GasA        Ex          Y      SBrkr       778       798            0
## 991     GasA        Ex          Y      SBrkr      1407       985            0
## 992     GasA        Gd          Y      SBrkr       916       826            0
## 993     GasA        Gd          Y      SBrkr      1020       831            0
## 994     GasA        Ex          Y      SBrkr       750       750            0
## 995     GasA        Ex          Y      SBrkr      1718         0            0
## 996     GasA        TA          Y      SBrkr       774       456            0
## 997     GasA        TA          Y      SBrkr      1050         0            0
## 998     GasA        TA          Y      SBrkr      1442         0            0
## 999     GasA        Fa          N      SBrkr      1077         0            0
## 1000    GasA        Ex          Y      SBrkr      1208         0            0
## 1001    GasW        Fa          N      FuseF       944         0            0
## 1002    GasA        Ex          Y      FuseA       691         0            0
## 1003    GasA        Ex          Y      SBrkr      1574         0            0
## 1004    GasA        Fa          Y      SBrkr      1680         0            0
## 1005    GasA        Ex          Y      SBrkr      1504         0            0
## 1006    GasA        TA          Y      SBrkr       985         0            0
## 1007    GasA        Gd          Y      SBrkr      1657         0            0
## 1008    GasA        TA          Y      SBrkr       546       546            0
## 1009    GasA        Ex          Y      SBrkr      1710         0            0
## 1010    GasA        Ex          Y      SBrkr      1008         0          514
## 1011    GasA        TA          Y      SBrkr       720       551            0
## 1012    GasA        TA          N      SBrkr      1664         0            0
## 1013    GasA        TA          Y      SBrkr       900       602            0
## 1014    GasW        TA          N      SBrkr      1022         0            0
## 1015    GasA        TA          Y      SBrkr      1082         0            0
## 1016    GasA        Ex          Y      SBrkr       810       855            0
## 1017    GasA        Ex          Y      SBrkr      1504         0            0
## 1018    GasA        Gd          Y      SBrkr      1360         0            0
## 1019    GasA        Gd          Y      SBrkr       802       670            0
## 1020    GasA        Ex          Y      SBrkr      1506         0            0
## 1021    GasA        Ex          Y      SBrkr      1132         0            0
## 1022    GasA        Ex          Y      SBrkr      1220         0            0
## 1023    GasA        Gd          Y      FuseA       912       336            0
## 1024    GasA        Ex          Y      SBrkr      1504         0            0
## 1025    GasA        TA          Y      SBrkr      2898         0            0
## 1026    GasA        TA          Y      SBrkr       882         0            0
## 1027    GasA        TA          Y      SBrkr      1264         0            0
## 1028    GasA        Ex          Y      SBrkr      1646         0            0
## 1029    GasA        TA          Y      SBrkr       968       408            0
## 1030    GasA        Gd          Y      SBrkr       672       546            0
## 1031    GasA        Gd          Y      SBrkr       948       980            0
## 1032    GasA        Ex          Y      SBrkr      1687       998          397
## 1033    GasA        Ex          Y      SBrkr      1352      1168            0
## 1034    GasA        Ex          Y      SBrkr      1654         0            0
## 1035    GasA        Ex          Y      SBrkr       954         0            0
## 1036    GasA        Ex          N      SBrkr       845         0            0
## 1037    GasA        Ex          Y      SBrkr      1620         0            0
## 1038    GasA        Ex          Y      SBrkr      1055      1208            0
## 1039    GasA        TA          Y      SBrkr       798       546            0
## 1040    GasA        TA          Y      SBrkr       630         0            0
## 1041    GasA        Ex          Y      SBrkr      1803         0            0
## 1042    GasA        Gd          Y      SBrkr       800       832            0
## 1043    GasA        Ex          Y      SBrkr      1306         0            0
## 1044    GasA        Ex          Y      SBrkr      1532       797            0
## 1045    GasA        TA          Y      SBrkr      2524         0            0
## 1046    GasA        Ex          Y      FuseA      1733         0            0
## 1047    GasA        Ex          Y      SBrkr      1992       876            0
## 1048    GasA        Ex          Y      SBrkr       990         0            0
## 1049    GasA        TA          Y      SBrkr      1771         0            0
## 1050    GasA        Ex          Y      SBrkr       930         0            0
## 1051    GasA        Ex          Y      SBrkr      1302         0            0
## 1052    GasA        Ex          Y      SBrkr      1316         0            0
## 1053    GasA        TA          Y      SBrkr      1127       850            0
## 1054    GasA        Ex          Y      FuseA      1526         0            0
## 1055    GasA        Ex          Y      SBrkr      1091       898            0
## 1056    GasA        TA          Y      SBrkr      1523         0            0
## 1057    GasA        Ex          Y      SBrkr      1364         0            0
## 1058    GasA        Ex          Y      SBrkr       979       871            0
## 1059    GasA        Ex          Y      SBrkr      1130      1054            0
## 1060    GasA        TA          Y      SBrkr      1096       895            0
## 1061    GasA        Ex          Y      SBrkr      1338         0            0
## 1062    GasA        TA          Y      SBrkr       894         0            0
## 1063    GasA        TA          N      SBrkr      1422       915            0
## 1064    GasA        Gd          Y      SBrkr      1103         0            0
## 1065    GasA        Ex          Y      SBrkr      1154         0            0
## 1066    GasA        Ex          Y      SBrkr      1306       954            0
## 1067    GasA        Gd          Y      SBrkr       799       772            0
## 1068    GasA        TA          Y      SBrkr       798       813            0
## 1069    GasA        Gd          Y      SBrkr      1291      1230            0
## 1070    GasA        TA          Y      SBrkr       893         0            0
## 1071    GasA        TA          Y      SBrkr      1048         0            0
## 1072    GasA        Ex          Y      SBrkr       829       727            0
## 1073    GasA        Fa          Y      FuseA      1002       454            0
## 1074    GasA        TA          Y      SBrkr       698       728            0
## 1075    GasA        Ex          Y      SBrkr      1240         0            0
## 1076    GasA        TA          Y      SBrkr       960       780            0
## 1077    GasA        Gd          Y      SBrkr      1096       370            0
## 1078    GasA        Ex          Y      SBrkr      1096         0            0
## 1079    GasA        Ex          Y      SBrkr       848         0            0
## 1080    GasA        Gd          Y      SBrkr       990         0            0
## 1081    GasA        Ex          Y      SBrkr      1258         0            0
## 1082    GasA        Fa          Y      SBrkr      1040         0            0
## 1083    GasA        Ex          Y      SBrkr      1459         0            0
## 1084    GasA        TA          Y      SBrkr      1251         0            0
## 1085    GasA        Gd          Y      SBrkr       691       807            0
## 1086    GasA        Ex          Y      SBrkr       996         0            0
## 1087    GasA        TA          Y      SBrkr       546       546            0
## 1088    GasA        Ex          Y      SBrkr      1082       871            0
## 1089    GasA        Ex          Y      SBrkr       970       739            0
## 1090    GasA        Ex          Y      SBrkr      1247         0            0
## 1091    Wall        Fa          N      FuseA      1040         0            0
## 1092    GasA        Ex          Y      SBrkr       624       628            0
## 1093    GasA        Fa          Y      SBrkr      1390       304            0
## 1094    GasA        Gd          Y      SBrkr      1200         0            0
## 1095    GasA        Ex          Y      SBrkr       936         0            0
## 1096    GasA        Gd          Y      SBrkr      1314         0            0
## 1097    GasA        TA          Y      SBrkr       773       582            0
## 1098    GasA        Ex          Y      SBrkr      1088         0            0
## 1099    GasA        TA          Y      SBrkr       757       567            0
## 1100    GasA        TA          Y      SBrkr      1601         0            0
## 1101    GasA        TA          N      FuseF       438         0            0
## 1102    GasA        TA          Y      SBrkr       950         0            0
## 1103    GasA        Ex          Y      SBrkr      1134         0            0
## 1104    GasA        Ex          Y      SBrkr      1194         0            0
## 1105    GasA        TA          Y      SBrkr       630       672            0
## 1106    GasA        Ex          Y      SBrkr      1500      1122            0
## 1107    GasA        Gd          Y      SBrkr      1442         0            0
## 1108    GasA        Ex          Y      SBrkr       887      1134            0
## 1109    GasA        Ex          Y      SBrkr       948       742            0
## 1110    GasA        Ex          Y      SBrkr      1836         0            0
## 1111    GasA        Gd          Y      SBrkr       773       885            0
## 1112    GasA        TA          Y      SBrkr      1098       866            0
## 1113    GasA        TA          Y      FuseA       816         0            0
## 1114    GasA        Gd          Y      SBrkr      1008         0            0
## 1115    GasA        Ex          Y      SBrkr       833         0            0
## 1116    GasA        Ex          Y      SBrkr      1734         0            0
## 1117    GasA        Ex          Y      SBrkr       779       640            0
## 1118    GasA        Ex          Y      SBrkr       894         0            0
## 1119    GasA        TA          Y      SBrkr      1021       580            0
## 1120    GasA        TA          Y      FuseA      1040         0            0
## 1121    GasA        TA          Y      FuseA      1012         0            0
## 1122    GasA        Ex          Y      SBrkr      1552         0            0
## 1123    GasA        Ex          Y      FuseA       960         0            0
## 1124    GasA        Ex          Y      SBrkr       698         0            0
## 1125    GasA        Gd          Y      SBrkr       812       670            0
## 1126    GasA        TA          Y      SBrkr      1005         0            0
## 1127    GasA        Ex          Y      SBrkr      1555         0            0
## 1128    GasA        Ex          Y      SBrkr      1530         0            0
## 1129    GasA        Ex          Y      SBrkr       847      1112            0
## 1130    GasA        TA          Y      SBrkr       936         0            0
## 1131    GasA        TA          Y      SBrkr      1328       653            0
## 1132    GasA        TA          Y      SBrkr       974         0            0
## 1133    GasW        TA          Y      SBrkr      1178      1032            0
## 1134    GasA        Ex          Y      SBrkr      1142       878            0
## 1135    GasA        Gd          Y      SBrkr       916       684            0
## 1136    GasA        TA          N      SBrkr       986         0            0
## 1137    GasA        TA          Y      FuseA      1032       220            0
## 1138    GasA        Gd          N      SBrkr       780       240            0
## 1139    GasA        TA          Y      SBrkr      1567         0            0
## 1140    GasA        TA          Y      SBrkr      1167         0            0
## 1141    GasA        TA          Y      SBrkr       952         0            0
## 1142    GasA        Ex          Y      SBrkr      1088       780            0
## 1143    GasA        Ex          Y      SBrkr      1466      1362            0
## 1144    GasA        TA          Y      SBrkr      1006         0            0
## 1145    Grav        Fa          N      FuseA       672       252            0
## 1146    GasA        Ex          Y      SBrkr      1042       534            0
## 1147    GasA        TA          Y      SBrkr      1298         0            0
## 1148    GasA        Ex          Y      SBrkr       860       704            0
## 1149    GasA        TA          Y      SBrkr       572       539            0
## 1150    GasA        Ex          Y      SBrkr       832       650            0
## 1151    GasA        Ex          Y      FuseA       932         0            0
## 1152    GasA        TA          Y      SBrkr      1466         0            0
## 1153    GasA        Ex          Y      SBrkr      1811         0            0
## 1154    GasA        Ex          Y      SBrkr       816         0            0
## 1155    GasA        TA          Y      SBrkr       902       918            0
## 1156    GasA        TA          Y      SBrkr      1437         0            0
## 1157    GasA        Gd          Y      SBrkr      1265         0            0
## 1158    GasA        Ex          Y      SBrkr      1314         0            0
## 1159    GasA        Ex          Y      SBrkr      1580         0            0
## 1160    GasA        TA          Y      SBrkr       943       933            0
## 1161    GasA        Fa          Y      SBrkr       855       601            0
## 1162    GasA        Ex          Y      SBrkr      1640         0            0
## 1163    GasA        Gd          Y      SBrkr       894         0            0
## 1164    GasA        TA          Y      SBrkr      1258         0            0
## 1165    GasA        Ex          Y      SBrkr      1432         0            0
## 1166    GasA        Ex          Y      SBrkr      1502         0            0
## 1167    GasA        Ex          Y      SBrkr      1694         0            0
## 1168    GasA        Ex          Y      SBrkr       959       712            0
## 1169    GasA        Ex          Y      SBrkr      1236       872            0
## 1170    GasA        Ex          Y      SBrkr      1831      1796            0
## 1171    GasA        TA          Y      SBrkr      1118         0            0
## 1172    GasA        Ex          Y      SBrkr      1261         0            0
## 1173    GasA        Ex          Y      SBrkr       625       625            0
## 1174    GasA        TA          Y      SBrkr      1636       971          479
## 1175    GasA        TA          Y      SBrkr      1170      1175            0
## 1176    GasA        Ex          Y      SBrkr      2129       743            0
## 1177    GasA        TA          Y      SBrkr       923         0            0
## 1178    GasA        TA          Y      SBrkr       818       406            0
## 1179    GasA        Ex          Y      SBrkr       820       523            0
## 1180    GasA        Gd          Y      SBrkr      1124         0            0
## 1181    GasA        Ex          Y      SBrkr      1298      1216            0
## 1182    GasA        Ex          Y      SBrkr      1652         0            0
## 1183    GasA        Ex          Y      SBrkr      2411      2065            0
## 1184    GasA        Ex          Y      SBrkr      1130         0            0
## 1185    GasA        Gd          Y      SBrkr      1572         0            0
## 1186    GasA        Gd          Y      SBrkr       949       272            0
## 1187    GasA        TA          Y      SBrkr      1014       685            0
## 1188    GasA        Ex          Y      SBrkr      1624         0            0
## 1189    GasA        Ex          Y      SBrkr       831       829            0
## 1190    GasA        Gd          Y      SBrkr      1028       776            0
##      GrLivArea BsmtFullBath BsmtHalfBath FullBath HalfBath BedroomAbvGr
## 1         1710            1            0        2        1            3
## 2         1262            0            1        2        0            3
## 3         1786            1            0        2        1            3
## 4         1717            1            0        1        0            3
## 5         2198            1            0        2        1            4
## 6         1362            1            0        1        1            1
## 7         1694            1            0        2        0            3
## 8         2090            1            0        2        1            3
## 9         1774            0            0        2        0            2
## 10        1077            1            0        1        0            2
## 11        1040            1            0        1        0            3
## 12        2324            1            0        3        0            4
## 13         912            1            0        1        0            2
## 14        1494            0            0        2        0            3
## 15        1253            1            0        1        1            2
## 16         854            0            0        1        0            2
## 17        1004            1            0        1        0            2
## 18        1296            0            0        2        0            2
## 19        1114            1            0        1        1            3
## 20        1339            0            0        1        0            3
## 21        2376            0            0        3        1            4
## 22        1108            0            0        1        0            3
## 23        1795            0            0        2        0            3
## 24        1060            1            0        1        0            3
## 25        1060            1            0        1        0            3
## 26        1600            0            0        2        0            3
## 27         900            0            1        1        0            3
## 28        1704            1            0        2        0            3
## 29        1600            1            0        1        0            2
## 30         520            0            0        1        0            1
## 31        1317            0            0        1        0            3
## 32        1228            0            0        1        1            3
## 33        1234            0            0        2        0            3
## 34        1700            0            1        1        1            4
## 35        1561            1            0        2        0            2
## 36        2452            0            0        3        1            4
## 37        1097            0            0        1        1            3
## 38        1297            0            1        1        0            3
## 39        1057            1            0        1        0            3
## 40        1152            0            0        2        0            2
## 41        1324            0            0        2        0            3
## 42        1328            0            1        1        1            2
## 43         884            1            0        1        0            2
## 44         938            1            0        1        0            3
## 45        1150            1            0        1        0            3
## 46        1752            1            0        2        0            2
## 47        2149            1            0        1        1            1
## 48        1656            0            0        2        0            3
## 49        1452            0            0        2        0            2
## 50         955            1            0        1        0            3
## 51        1470            0            1        2        0            3
## 52        1176            0            0        1        0            3
## 53         816            1            0        1        0            2
## 54        1842            2            0        0        1            0
## 55        1360            0            0        1        0            3
## 56        1425            0            0        2        0            3
## 57        1739            1            0        2        1            3
## 58        1720            0            0        2        1            3
## 59        2945            0            0        3        1            3
## 60         780            0            0        1        0            2
## 61        1158            1            0        1        1            3
## 62        1111            0            0        1        0            3
## 63        1370            0            0        2        0            2
## 64        1710            0            0        2        0            3
## 65        2034            1            0        2        1            3
## 66        2473            0            0        2        1            4
## 67        2207            1            0        2        0            3
## 68        1479            1            0        2        0            3
## 69         747            0            0        1        0            2
## 70        2287            0            0        2        0            3
## 71        2223            1            0        2        0            3
## 72         845            1            0        1        0            2
## 73        1718            0            0        2        1            3
## 74        1086            1            0        1        0            3
## 75        1605            0            0        2        0            3
## 76         988            1            0        1        0            2
## 77         952            0            0        1        0            2
## 78        1285            1            0        1        0            2
## 79        1768            0            0        2        0            4
## 80        1230            0            0        1        1            2
## 81        2142            0            0        2        1            4
## 82        1337            1            0        2        0            2
## 83        1563            0            0        2        0            3
## 84        1065            0            0        1        1            3
## 85        1474            0            0        2        1            3
## 86        2417            0            0        2        1            4
## 87        1560            0            0        2        1            3
## 88        1224            0            0        2        1            2
## 89        1526            0            0        1        0            2
## 90         990            1            0        1        0            3
## 91        1040            0            0        1        0            2
## 92        1235            0            0        1        0            2
## 93         964            1            0        1        0            2
## 94        2291            0            1        2        0            4
## 95        1786            1            0        2        1            3
## 96        1470            0            0        2        1            3
## 97        1588            0            0        2        0            3
## 98         960            1            0        1        0            3
## 99         835            0            0        1        0            2
## 100       1225            1            0        1        1            3
## 101       1610            1            0        2        0            3
## 102       1732            0            0        2        1            3
## 103       1535            0            0        2        0            4
## 104       1226            0            0        2        0            3
## 105       1818            0            0        1        1            4
## 106       1992            0            0        2        1            3
## 107       1047            0            0        1        0            2
## 108        789            0            0        1        0            2
## 109       1517            0            0        2        0            3
## 110       1844            0            0        2        0            3
## 111       1855            0            0        2        0            4
## 112       1430            0            0        2        1            3
## 113       2696            1            0        2        1            4
## 114       2259            1            0        2        0            3
## 115       2320            1            0        2        1            3
## 116       1458            0            0        2        1            2
## 117       1092            0            1        1        0            3
## 118       1125            0            0        1        1            2
## 119       3222            1            0        3        0            5
## 120       1456            0            0        2        1            3
## 121        988            1            0        1        0            1
## 122       1123            0            0        1        0            3
## 123       1080            0            0        1        0            3
## 124       1199            0            0        2        0            2
## 125       1586            0            0        2        0            3
## 126        754            1            0        1        0            2
## 127        958            0            0        2        0            2
## 128        840            0            0        1        0            3
## 129       1348            0            0        1        1            3
## 130       1053            0            1        1        1            3
## 131       2157            0            0        2        1            4
## 132       2054            1            0        2        1            3
## 133       1327            1            0        1        0            3
## 134       1296            1            0        2        0            2
## 135       1721            0            0        2        1            3
## 136       1682            0            0        2        0            3
## 137       1214            0            0        2        0            3
## 138       1959            0            0        3        0            5
## 139       1852            0            0        2        1            3
## 140       1764            1            0        2        1            3
## 141        864            0            0        1        0            3
## 142       1734            1            0        2        0            3
## 143       1385            0            0        2        0            4
## 144       1501            1            0        2        0            3
## 145       1728            1            0        2        0            6
## 146       1709            0            0        2        0            3
## 147        875            1            0        1        0            2
## 148       2035            0            0        2        1            3
## 149       1080            1            0        1        0            3
## 150       1344            0            0        1        0            3
## 151        969            0            0        1        1            3
## 152       1710            1            0        2        0            2
## 153       1993            0            0        2        1            4
## 154       1252            1            0        1        0            1
## 155       1200            0            0        1        0            4
## 156       1096            0            0        1        0            2
## 157       1040            0            0        1        0            2
## 158       1968            0            0        2        1            4
## 159       1947            0            0        2        1            3
## 160       2462            1            0        2        1            4
## 161       1232            0            0        2        0            3
## 162       2668            1            0        2        1            3
## 163       1541            0            0        2        0            3
## 164        882            0            0        1        0            1
## 165       1616            0            0        2        0            3
## 166       1355            1            0        2        0            4
## 167       1867            1            0        1        0            2
## 168       2161            1            0        1        1            3
## 169       1720            0            0        2        1            3
## 170       1707            0            0        2        1            2
## 171       1382            0            0        1        1            2
## 172       1656            1            0        1        0            3
## 173       1767            1            0        2        0            2
## 174       1362            1            0        1        1            3
## 175       1651            1            0        2        0            3
## 176       2158            1            0        2        0            4
## 177       2060            0            1        2        1            4
## 178       1920            1            0        2        0            4
## 179       2234            1            0        2        0            1
## 180        968            0            0        1        0            2
## 181       1525            0            0        2        1            3
## 182       1802            0            0        1        1            4
## 183       1340            0            0        1        0            3
## 184       2082            0            0        2        1            3
## 185       1252            0            0        1        0            3
## 186       3608            0            0        2        1            4
## 187       1217            1            0        2        0            3
## 188       1656            0            0        2        1            3
## 189       1224            2            0        0        2            2
## 190       1593            1            0        1        1            0
## 191       2727            0            0        2        1            3
## 192       1479            1            0        1        1            4
## 193       1431            1            0        2        0            3
## 194       1709            0            0        2        0            3
## 195        864            0            0        1        0            3
## 196       1456            0            0        2        1            3
## 197       1726            1            0        2        0            3
## 198       3112            1            1        2        0            4
## 199       2229            0            0        1        0            5
## 200       1713            1            0        2        0            3
## 201       1121            0            0        2        0            2
## 202       1279            0            1        2        0            3
## 203       1310            0            0        2        0            2
## 204        848            1            0        1        0            1
## 205       1284            0            0        1        1            2
## 206       1442            0            0        2        0            3
## 207       1696            0            0        1        1            3
## 208       1100            1            0        1        0            3
## 209       2062            1            0        2        1            3
## 210       1092            1            0        1        0            3
## 211        864            1            0        1        0            2
## 212       1212            0            0        2        0            3
## 213       1852            1            0        2        1            3
## 214        990            0            1        1        0            3
## 215       1392            0            0        1        1            3
## 216       1236            0            1        1        0            2
## 217       1436            1            0        2        0            3
## 218       1328            0            0        1        0            3
## 219       1954            0            1        1        1            3
## 220       1248            0            0        2        0            2
## 221       1498            0            0        2        0            2
## 222       2267            0            0        2        1            4
## 223       1552            1            0        2        1            3
## 224        864            0            0        1        0            2
## 225       2392            0            0        2        0            3
## 226       1302            0            0        2        1            3
## 227       2520            0            0        2        1            4
## 228        987            0            0        1        1            2
## 229        912            0            0        1        0            3
## 230       1555            0            0        2        0            2
## 231       1194            1            0        1        0            3
## 232       2794            1            0        2        1            4
## 233        987            0            0        1        1            2
## 234        894            1            0        1        0            3
## 235       1960            1            0        2        1            4
## 236        987            0            0        1        1            2
## 237       1414            0            0        2        0            3
## 238       1744            0            0        2        1            3
## 239       1694            0            0        2        0            3
## 240       1487            0            0        1        1            3
## 241       1566            1            0        2        0            3
## 242        866            0            0        1        0            2
## 243       1440            0            0        1        0            3
## 244       1217            0            0        1        1            3
## 245       2110            1            0        2        1            3
## 246       1872            0            1        2        0            3
## 247       1928            0            0        2        0            4
## 248       1375            0            0        1        0            2
## 249       1668            0            0        2        1            3
## 250       2144            0            1        2        0            4
## 251       1306            0            0        1        0            3
## 252       1625            1            1        2        0            2
## 253       1640            0            0        2        1            3
## 254       1302            0            1        2        0            3
## 255       1314            1            0        1        0            3
## 256       2291            0            0        2        1            4
## 257       1728            0            0        2        1            3
## 258       1604            1            0        2        1            3
## 259       1792            0            0        2        1            3
## 260        882            0            0        1        0            2
## 261       1382            1            0        1        0            3
## 262       2574            0            0        2        1            3
## 263       1212            1            0        1        0            3
## 264       1316            1            0        1        0            3
## 265        764            0            0        1        0            2
## 266       1422            0            0        2        0            3
## 267       1511            1            0        2        1            3
## 268       2192            0            0        2        1            4
## 269        778            0            0        1        0            2
## 270       1113            1            0        1        1            3
## 271       1939            0            0        2        1            3
## 272       1363            1            0        1        0            2
## 273       2270            0            0        2        1            4
## 274       1632            1            0        2        0            3
## 275        816            0            0        1        0            2
## 276       1548            0            0        2        1            3
## 277       1560            0            0        2        0            3
## 278        864            0            0        1        0            2
## 279       2121            0            0        2        1            3
## 280       2022            0            0        2        1            4
## 281       1982            0            0        2        1            3
## 282       1262            0            0        2        0            2
## 283       1314            1            0        2        0            2
## 284       1468            0            0        2        0            3
## 285       1575            1            0        2        0            2
## 286       1250            0            0        2        1            2
## 287       1734            0            0        1        1            3
## 288        858            0            0        1        0            3
## 289        900            0            0        1        0            3
## 290       1396            0            0        1        0            3
## 291       1919            0            0        2        1            3
## 292       1716            1            0        2        0            6
## 293       1716            0            0        1        1            3
## 294       2263            1            0        2        1            3
## 295       1644            1            0        1        0            3
## 296       1003            1            0        1        0            3
## 297       1558            0            0        1        1            4
## 298       1950            0            0        2        1            3
## 299       1743            0            1        1        2            3
## 300       1152            0            1        1        0            3
## 301       1336            1            0        1        0            2
## 302       2452            0            0        2        1            4
## 303       1541            0            0        2        0            3
## 304        894            1            0        1        0            3
## 305       3493            0            0        3        0            3
## 306       2000            1            0        2        0            3
## 307       2243            1            0        2        1            4
## 308       1406            0            0        1        0            3
## 309        861            0            0        1        0            1
## 310       1944            1            0        2        0            3
## 311       1501            0            0        2        1            3
## 312        972            1            0        1        0            2
## 313       1118            1            0        1        0            3
## 314       2036            2            0        2        0            3
## 315       1641            0            1        1        1            3
## 316       1432            1            0        2        1            3
## 317       2353            1            0        2        1            4
## 318       1959            0            0        2        1            3
## 319       2646            1            0        2        1            4
## 320       1472            1            0        2        0            3
## 321       2596            0            0        3        1            4
## 322       2468            1            0        2        1            4
## 323       2730            1            0        2        1            4
## 324       1163            1            0        1        0            3
## 325       2978            0            0        2        1            5
## 326        803            0            0        1        0            2
## 327       1719            2            0        1        1            1
## 328       1383            0            0        1        1            3
## 329       2134            0            0        2        0            5
## 330       1192            0            0        1        0            3
## 331       1728            0            1        2        0            6
## 332       1056            1            0        1        0            3
## 333       1629            1            0        2        0            3
## 334       1358            1            0        2        0            2
## 335       1638            1            0        2        1            3
## 336       1786            2            0        2        0            3
## 337       1922            1            0        2        0            3
## 338       1536            1            0        2        0            3
## 339       1621            1            0        2        0            3
## 340       1215            0            0        1        0            3
## 341       1908            0            0        2        1            4
## 342        841            0            0        1        0            2
## 343       1040            0            0        2        0            2
## 344       1684            0            0        2        0            2
## 345       1112            0            0        1        1            3
## 346       1577            0            0        1        0            3
## 347        958            0            0        1        0            2
## 348       1478            1            0        2        0            3
## 349       1626            1            0        2        1            2
## 350       2728            1            0        2        1            4
## 351       1869            0            0        2        0            2
## 352       1453            1            0        1        1            2
## 353       1111            0            1        1        0            3
## 354        720            0            0        1        0            2
## 355       1595            0            0        1        0            2
## 356       1200            1            0        2        0            3
## 357       1167            1            0        2        0            3
## 358       1142            1            0        1        1            3
## 359       1352            0            1        1        0            3
## 360       1924            1            0        2        1            3
## 361        912            1            0        1        0            2
## 362       1505            1            0        1        0            3
## 363       1922            0            0        3        0            4
## 364        987            0            0        1        1            2
## 365       1574            1            0        2        1            3
## 366       1344            0            0        1        0            3
## 367       1394            1            0        1        1            3
## 368       1431            0            1        1        0            3
## 369       1268            0            0        1        0            2
## 370       1287            1            0        1        0            3
## 371       1664            0            0        2        1            3
## 372       1588            0            0        2        0            4
## 373        752            1            0        1        0            2
## 374       1319            1            0        1        0            3
## 375       1928            0            0        2        1            4
## 376        904            1            0        0        1            1
## 377        914            0            0        1        0            2
## 378       2466            0            0        3        0            4
## 379       1856            1            0        1        1            1
## 380       1800            0            0        2        1            3
## 381       1691            0            0        2        0            3
## 382       1301            1            0        2        0            2
## 383       1797            0            0        2        1            3
## 384        784            0            0        1        0            2
## 385       1953            1            0        2        1            3
## 386       1269            0            0        2        0            2
## 387       1184            0            0        1        0            5
## 388       1125            1            0        1        0            3
## 389       1479            0            0        2        0            3
## 390       2332            1            0        2        1            3
## 391       1367            1            0        1        0            4
## 392       1961            1            0        2        1            3
## 393        882            0            0        1        0            3
## 394        788            0            0        1        0            2
## 395       1034            0            0        1        0            2
## 396       1144            1            0        1        0            3
## 397        894            0            0        1        0            2
## 398       1812            0            0        2        0            4
## 399       1077            0            0        1        0            2
## 400       1550            1            0        2        0            2
## 401       1288            1            0        1        1            1
## 402       1310            0            0        2        0            3
## 403        672            0            0        1        0            2
## 404       2263            0            0        2        1            4
## 405       1572            0            0        2        1            3
## 406       1620            1            0        2        0            3
## 407       1639            0            0        1        0            3
## 408       1680            0            0        2        0            4
## 409       2172            0            0        2        1            3
## 410       2078            1            0        2        1            3
## 411       1276            0            0        1        0            3
## 412       1056            1            0        1        0            3
## 413       1478            1            0        2        1            2
## 414       1028            0            0        1        0            2
## 415       2097            0            1        2        1            3
## 416       1340            0            0        2        0            3
## 417       1400            0            0        1        1            3
## 418       2624            1            0        2        1            4
## 419       1134            1            0        1        1            3
## 420       1056            1            0        1        0            3
## 421       1344            2            0        2        0            2
## 422       1602            0            1        2        0            3
## 423        988            0            0        1        0            2
## 424       2630            1            0        2        1            4
## 425       1196            1            0        1        0            2
## 426       1389            0            0        1        1            3
## 427       1644            1            1        2        0            2
## 428        907            0            0        1        0            3
## 429       1208            1            0        2        0            2
## 430       1412            1            0        2        0            3
## 431        987            0            0        1        1            2
## 432       1198            0            0        1        0            4
## 433       1365            1            0        1        1            2
## 434       1604            0            0        2        1            3
## 435        630            1            0        1        0            1
## 436       1661            1            0        2        1            3
## 437       1118            0            0        1        0            2
## 438        904            0            0        1        0            2
## 439        694            0            0        1        0            2
## 440       1196            0            0        1        0            3
## 441       2402            1            0        2        0            2
## 442       1440            0            0        2        0            4
## 443       1573            0            0        2        0            3
## 444       1258            0            0        2        0            2
## 445       1908            1            0        2        1            4
## 446       1689            0            0        1        0            3
## 447       1888            0            0        2        1            2
## 448       1886            0            0        2        1            4
## 449       1376            0            0        2        0            3
## 450       1183            0            0        1        1            2
## 451        813            0            0        1        0            2
## 452       1533            1            0        2        0            2
## 453       1756            1            0        2        1            3
## 454       1590            0            0        2        1            3
## 455       1728            2            0        2        0            4
## 456       1242            0            0        1        1            3
## 457       1344            0            0        1        0            4
## 458       1663            1            0        1        0            2
## 459       1666            0            0        1        0            3
## 460       1203            1            0        1        0            3
## 461       1935            1            0        2        1            3
## 462       1135            1            0        1        0            3
## 463        864            0            0        1        0            3
## 464       1660            0            0        1        1            3
## 465       1040            0            0        2        0            3
## 466       1414            0            0        2        0            2
## 467       1277            1            0        1        0            2
## 468       1644            0            0        1        1            3
## 469       1634            0            0        2        0            3
## 470       1710            0            0        2        1            3
## 471       1502            1            0        1        1            1
## 472       1969            0            0        2        1            3
## 473       1072            1            0        1        0            2
## 474       1976            1            0        2        0            2
## 475       1652            1            0        2        0            2
## 476        970            1            0        1        0            2
## 477       1493            1            0        2        0            3
## 478       2643            0            0        2        1            3
## 479       1718            1            0        2        0            3
## 480       1131            0            0        1        0            2
## 481       1850            1            0        2        0            3
## 482       1792            1            0        2        0            2
## 483       1826            1            0        1        1            4
## 484       1216            1            0        2        0            2
## 485        999            1            0        1        0            3
## 486       1113            0            0        1        0            3
## 487       1073            1            0        1        1            3
## 488       1484            0            0        2        0            3
## 489       2414            0            0        2        0            3
## 490        630            1            0        1        0            1
## 491       1304            0            0        1        1            3
## 492       1578            1            0        1        0            3
## 493       1456            0            0        2        1            3
## 494       1269            0            0        1        1            3
## 495        886            0            0        1        0            2
## 496        720            0            0        1        0            2
## 497       3228            1            0        3        0            4
## 498       1820            1            0        2        0            4
## 499        899            0            0        1        0            3
## 500        912            0            1        1        0            2
## 501       1218            0            0        1        1            3
## 502       1768            0            0        2        1            3
## 503       1214            1            0        1        0            2
## 504       1801            1            0        2        0            1
## 505       1322            0            1        2        1            3
## 506       1960            0            0        2        0            4
## 507       1911            0            0        2        1            3
## 508       1218            0            0        2        0            2
## 509       1378            0            0        2        0            3
## 510       1041            1            0        1        0            3
## 511       1363            1            0        1        0            2
## 512       1368            0            0        2        0            2
## 513        864            1            0        1        0            3
## 514       1080            0            0        1        1            3
## 515        789            0            0        1        0            2
## 516       2020            1            0        2        1            3
## 517       2119            0            0        2        1            3
## 518       2344            0            0        2        1            3
## 519       1796            1            0        2        1            3
## 520       2080            0            0        1        1            3
## 521       1294            0            0        2        0            3
## 522       1244            0            0        1        1            3
## 523       1664            0            0        2        0            3
## 524       4676            1            0        3        1            3
## 525       2398            1            0        2        1            3
## 526       1266            0            0        2        0            3
## 527        928            0            0        1        0            2
## 528       2713            1            0        2        1            3
## 529        605            1            0        1        0            2
## 530       2515            1            0        3        0            4
## 531       1509            1            0        2        0            3
## 532       1362            0            0        2        0            3
## 533        827            0            0        1        0            2
## 534        334            0            0        1        0            1
## 535       1414            0            0        2        1            3
## 536       1347            1            0        1        0            3
## 537       1724            0            0        2        1            3
## 538        864            0            0        1        0            3
## 539       1159            0            0        1        1            3
## 540       1601            1            0        2        0            3
## 541       1838            1            0        2        0            2
## 542       2285            0            0        2        1            4
## 543       1680            1            0        2        0            3
## 544        767            1            0        1        0            1
## 545       1496            1            0        2        1            3
## 546       2183            0            0        2        1            4
## 547       1635            0            0        1        1            3
## 548        768            1            0        1        0            2
## 549        825            1            0        1        0            2
## 550       2094            0            0        2        1            4
## 551       1069            0            0        2        0            2
## 552        928            0            0        1        0            3
## 553       1717            0            0        2        0            3
## 554       1126            0            0        2        0            2
## 555       2046            1            0        2        1            3
## 556       1048            0            0        1        0            2
## 557       1092            1            0        1        0            2
## 558       1336            0            0        1        1            3
## 559       1446            0            1        2        1            3
## 560       1557            0            0        2        0            2
## 561       1392            1            0        1        1            3
## 562       1389            1            0        1        0            2
## 563        996            1            0        1        0            3
## 564       1674            0            0        2        0            4
## 565       2295            1            0        2        1            4
## 566       1647            1            0        1        1            4
## 567       2504            0            0        2        1            4
## 568       1535            0            0        2        0            3
## 569       2132            1            0        1        1            1
## 570        943            1            0        1        0            2
## 571       1728            0            0        2        0            6
## 572        864            1            0        1        0            2
## 573       1692            0            0        2        1            3
## 574       1430            0            0        2        1            3
## 575       1109            0            1        1        0            3
## 576       1216            0            0        1        0            2
## 577       1477            0            1        2        0            3
## 578       1320            1            0        1        0            3
## 579       1392            0            0        2        0            2
## 580       1795            0            0        2        0            4
## 581       1429            0            1        1        0            3
## 582       2042            0            0        2        1            3
## 583        816            1            0        1        0            3
## 584       2775            0            0        3        1            3
## 585       1573            0            0        1        0            3
## 586       2028            1            0        2        0            2
## 587        838            1            0        1        0            2
## 588        860            1            0        1        0            2
## 589       1473            2            0        1        0            1
## 590        935            0            0        1        0            2
## 591       1582            0            0        2        1            3
## 592       2296            1            0        2        1            3
## 593        816            1            0        1        0            2
## 594        848            1            0        1        0            1
## 595        924            0            0        1        0            3
## 596       1826            1            0        2        0            3
## 597       1368            0            0        1        0            3
## 598       1402            0            2        0        2            2
## 599       1647            1            0        2        0            3
## 600       1556            1            0        2        1            3
## 601       1904            1            0        2        1            3
## 602       1375            0            0        1        1            3
## 603       1915            1            0        2        1            3
## 604       1200            0            0        2        1            2
## 605       1494            1            0        2        0            3
## 606       1986            0            0        2        1            3
## 607       1040            1            0        1        0            3
## 608       2008            1            0        3        0            3
## 609       3194            0            0        2        1            4
## 610       1029            1            0        1        0            3
## 611       2153            1            0        2        1            3
## 612       1032            0            1        2        0            3
## 613       1872            1            0        2        1            3
## 614       1120            0            0        1        0            3
## 615        630            1            0        1        0            1
## 616       1054            1            0        1        0            3
## 617       1509            1            0        2        1            3
## 618        832            0            0        1        0            2
## 619       1828            0            0        2        0            3
## 620       2262            1            0        2        1            4
## 621        864            1            0        1        0            2
## 622       2614            0            0        2        1            4
## 623        980            0            0        1        0            3
## 624       1512            0            0        2        1            2
## 625       1790            1            0        1        2            4
## 626       1116            0            0        1        1            3
## 627       1422            0            0        1        0            3
## 628       1520            1            0        1        0            3
## 629       2080            0            1        1        2            5
## 630       1350            1            0        1        1            3
## 631       1750            0            0        1        0            3
## 632       1554            0            0        2        0            2
## 633       1411            0            0        2        0            3
## 634       1056            0            1        1        0            3
## 635       1056            2            0        0        0            0
## 636       3395            0            0        2        0            8
## 637        800            0            0        1        0            1
## 638       1387            0            0        2        0            3
## 639        796            0            0        1        0            2
## 640       1567            1            0        2        0            1
## 641       1518            0            0        1        1            1
## 642       1929            1            0        2        1            3
## 643       2704            1            0        2        1            4
## 644       1620            0            0        2        1            4
## 645       1766            1            0        2        1            2
## 646        981            1            0        1        1            3
## 647       1048            0            0        1        0            3
## 648       1094            0            0        1        0            3
## 649       1839            0            0        1        1            4
## 650        630            1            0        1        0            1
## 651       1665            0            0        2        1            3
## 652       1510            1            0        1        0            4
## 653       1716            0            0        2        1            2
## 654       1469            0            0        1        0            3
## 655       2113            1            0        2        1            2
## 656       1092            0            0        1        1            3
## 657       1053            1            0        1        1            3
## 658       1502            0            0        1        1            3
## 659       1458            0            1        1        0            3
## 660       1486            1            0        1        0            3
## 661       1935            0            0        2        1            3
## 662       2448            1            0        2        1            4
## 663       1392            1            0        1        0            2
## 664       1181            1            0        2        0            3
## 665       2097            1            0        1        1            1
## 666       1936            0            0        2        1            3
## 667       2380            0            0        2        1            3
## 668       1679            1            0        2        0            3
## 669       1437            1            0        1        1            3
## 670       1180            0            0        1        0            2
## 671       1476            1            0        2        1            3
## 672       1369            1            0        2        0            3
## 673       1208            1            0        1        1            3
## 674       1839            1            0        2        0            3
## 675       1136            1            0        1        0            3
## 676       1441            0            0        2        1            3
## 677       1774            1            0        2        0            4
## 678        792            0            0        1        0            2
## 679       2046            0            0        2        1            3
## 680        988            1            0        1        0            3
## 681        923            0            0        2        0            2
## 682       1520            0            0        1        0            3
## 683       1291            1            0        1        0            2
## 684       1668            1            0        2        0            3
## 685       1839            0            0        2        1            4
## 686       2090            1            0        2        0            3
## 687       1761            0            0        3        0            3
## 688       1102            0            0        2        1            2
## 689       1419            1            0        2        0            2
## 690       1362            0            0        2        0            2
## 691        848            1            0        1        0            1
## 692       4316            0            1        3        1            4
## 693       2519            1            0        2        1            4
## 694       1073            0            0        1        0            2
## 695       1539            0            0        1        1            3
## 696       1137            1            0        2        0            2
## 697        616            0            0        1        0            2
## 698       1148            0            1        1        0            2
## 699        894            1            0        1        0            3
## 700       1391            0            0        2        0            2
## 701       1800            1            0        2        0            3
## 702       1164            0            0        1        1            3
## 703       2576            0            0        2        1            4
## 704       1812            0            0        2        0            4
## 705       1484            1            0        2        0            3
## 706       1092            0            0        2        0            3
## 707       1824            1            0        2        0            2
## 708       1324            1            0        2        0            2
## 709       1456            0            0        2        1            3
## 710        904            0            0        1        0            3
## 711        729            0            0        1        0            2
## 712       1178            0            0        1        0            2
## 713       1228            1            0        2        0            2
## 714        960            1            0        1        0            3
## 715       1479            0            0        2        1            3
## 716       1350            0            0        2        0            3
## 717       2554            0            0        1        1            3
## 718       1178            0            1        1        1            3
## 719       2418            1            0        2        1            3
## 720        971            0            0        1        1            3
## 721       1742            1            0        2        0            2
## 722        848            1            0        1        0            1
## 723        864            0            0        1        0            3
## 724       1470            0            0        2        0            4
## 725       1698            1            0        2        0            3
## 726        864            0            0        1        0            3
## 727       1680            1            0        2        0            3
## 728       1232            1            0        2        0            2
## 729       1776            1            0        2        0            4
## 730       1208            0            0        1        0            2
## 731       1616            1            0        2        0            2
## 732       1146            1            0        2        0            3
## 733       2031            0            0        2        1            3
## 734       1144            1            0        1        0            3
## 735        948            0            0        1        0            3
## 736       1768            0            0        1        1            2
## 737       1040            0            0        2        0            2
## 738       1801            0            0        2        1            3
## 739       1200            3            0        3        0            3
## 740       1728            0            0        2        1            3
## 741       1432            0            0        2        0            2
## 742        912            1            1        1        0            3
## 743       1349            0            0        2        0            3
## 744       1464            0            1        2        0            3
## 745       1337            1            0        2        0            2
## 746       2715            0            1        3        1            4
## 747       2256            0            0        2        1            4
## 748       2640            0            0        1        1            4
## 749       1720            1            0        2        0            3
## 750       1529            0            0        2        0            4
## 751       1140            0            0        1        0            3
## 752       1320            0            0        2        1            3
## 753       1494            1            0        2        0            3
## 754       2098            0            0        2        1            3
## 755       1026            1            0        1        0            3
## 756       1471            0            0        2        1            3
## 757       1768            0            0        2        1            3
## 758       1386            0            0        2        1            3
## 759       1501            0            0        2        1            3
## 760       2531            0            0        2        1            4
## 761        864            0            0        1        0            2
## 762       1301            0            0        1        0            2
## 763       1547            0            0        2        1            3
## 764       2365            1            0        2        1            3
## 765       1494            1            0        1        1            2
## 766       1506            0            0        2        0            2
## 767       1714            0            0        2        1            3
## 768       1750            1            0        2        0            4
## 769       1836            0            0        2        0            3
## 770       3279            1            0        3        1            4
## 771        858            1            0        1        0            2
## 772       1220            0            0        1        0            2
## 773       1117            1            0        1        0            3
## 774        912            0            0        1        0            2
## 775       1973            0            0        2        0            3
## 776       1204            1            0        2        0            2
## 777       1614            0            0        2        0            3
## 778        894            1            0        1        0            3
## 779       2020            0            0        2        0            4
## 780       1004            1            0        1        0            2
## 781       1253            0            0        2        0            3
## 782       1603            0            0        2        1            3
## 783       1430            0            0        2        0            3
## 784       1110            1            0        1        0            1
## 785       1484            0            0        2        0            3
## 786       1342            0            0        2        0            3
## 787       1652            1            0        2        0            4
## 788       2084            1            0        2        1            4
## 789        901            0            0        1        0            2
## 790       2087            0            0        2        1            5
## 791       1145            0            0        2        0            2
## 792       1062            1            0        1        0            3
## 793       2013            1            0        2        1            3
## 794       1496            0            0        2        0            3
## 795       1895            0            0        2        1            3
## 796       1564            0            0        2        1            3
## 797       1285            0            0        1        1            3
## 798        773            0            0        1        0            2
## 799       3140            0            0        3        1            4
## 800       1768            1            0        1        1            3
## 801       1688            1            0        2        1            4
## 802       1196            1            0        1        0            2
## 803       1456            1            0        2        1            3
## 804       2822            0            0        3        1            4
## 805       1128            0            0        1        0            2
## 806       1428            0            0        2        0            3
## 807        980            0            0        2        0            3
## 808       1576            2            0        1        1            3
## 809       1086            1            0        1        0            3
## 810       2138            0            0        2        0            2
## 811       1309            1            0        1        1            3
## 812        848            1            0        1        0            1
## 813       1044            0            0        1        0            2
## 814       1442            0            0        1        1            4
## 815       1250            0            1        1        1            3
## 816       1661            0            0        2        0            3
## 817       1008            0            0        1        0            2
## 818       1689            1            0        2        0            3
## 819       1052            1            0        1        0            3
## 820       1358            1            0        2        0            2
## 821       1640            0            0        2        1            3
## 822        936            0            0        1        0            2
## 823       1733            0            0        2        1            3
## 824       1489            0            0        2        0            3
## 825       1489            0            0        2        0            3
## 826       2084            1            0        2        0            2
## 827        784            1            0        1        0            2
## 828       1434            0            0        2        0            3
## 829       2126            0            1        2        1            3
## 830       1223            0            0        2        1            2
## 831       1392            1            0        1        1            3
## 832       1200            0            0        2        1            2
## 833       1829            1            0        2        1            3
## 834       1516            0            0        1        1            3
## 835       1144            1            0        1        0            3
## 836       1067            0            0        2        0            2
## 837       1559            1            0        1        0            2
## 838        987            1            0        1        1            2
## 839       1099            0            0        1        1            3
## 840       1200            0            0        1        0            3
## 841       1482            0            0        2        0            4
## 842       1539            0            0        2        0            3
## 843       1165            1            0        1        1            3
## 844       1800            0            0        2        0            6
## 845       1416            0            0        1        1            4
## 846       1701            1            0        2        0            3
## 847       1775            1            0        2        1            3
## 848        864            1            0        1        0            3
## 849       2358            0            0        3        0            5
## 850       1855            0            0        2        1            3
## 851        848            1            0        1        0            1
## 852       1456            0            0        2        0            2
## 853       1646            0            0        2        0            4
## 854       1445            0            0        1        1            3
## 855       1779            1            0        1        1            3
## 856       1040            1            0        1        1            3
## 857       1026            1            0        1        0            3
## 858       1481            0            0        2        1            3
## 859       1370            0            0        2        0            3
## 860       2654            1            0        2        1            4
## 861       1426            0            0        1        1            3
## 862       1039            1            0        1        1            3
## 863       1097            0            0        2        0            3
## 864       1148            1            0        1        0            3
## 865       1372            0            0        2        0            3
## 866       1002            1            0        1        0            3
## 867       1646            0            0        2        0            3
## 868       1120            1            0        1        1            3
## 869       2320            0            0        2        0            2
## 870       1949            1            0        2        1            3
## 871        894            0            0        1        0            2
## 872       1682            0            0        2        1            3
## 873        910            0            0        1        0            3
## 874       1268            0            0        1        0            3
## 875       1131            0            0        1        1            3
## 876       2610            0            0        2        1            4
## 877       1040            1            0        1        0            3
## 878       2224            1            0        2        1            4
## 879       1155            1            0        1        0            3
## 880        864            1            0        1        0            3
## 881       1090            1            0        1        1            2
## 882       1717            0            0        2        1            3
## 883       1593            0            0        2        1            3
## 884       2230            1            0        1        0            5
## 885        892            0            0        1        0            3
## 886       1709            1            0        2        0            2
## 887       1712            0            0        2        0            4
## 888       1393            0            0        1        1            3
## 889       2217            1            0        2        0            4
## 890       1505            1            0        1        0            2
## 891        924            0            0        1        0            3
## 892       1683            0            0        2        1            3
## 893       1068            0            1        1        0            3
## 894       1383            1            0        1        0            3
## 895       1535            0            0        2        0            4
## 896       1796            1            0        1        1            4
## 897        951            0            0        1        0            2
## 898       2240            0            0        2        0            6
## 899       2364            1            0        2        1            2
## 900       1236            0            0        1        0            3
## 901        858            0            0        1        0            2
## 902       1306            1            0        1        0            2
## 903       1509            0            0        2        1            3
## 904       1670            0            0        2        0            3
## 905        902            0            0        1        0            3
## 906       1063            1            0        1        0            3
## 907       1636            1            0        2        0            3
## 908       2057            0            0        1        1            3
## 909        902            1            0        1        0            2
## 910       1484            0            0        2        1            3
## 911       2274            0            0        2        0            5
## 912       1268            0            0        1        1            3
## 913       1015            0            0        1        0            3
## 914       2002            0            0        2        0            4
## 915       1224            0            0        2        1            2
## 916       1092            0            0        1        1            3
## 917        480            1            0        0        0            1
## 918       1229            0            0        1        0            3
## 919       2127            1            0        2        1            4
## 920       1414            1            0        1        0            3
## 921       1721            0            1        2        1            3
## 922       2200            2            0        2        2            4
## 923       1316            0            0        2        0            3
## 924       1617            1            0        2        0            2
## 925       1686            1            0        2        0            3
## 926       1126            0            1        2        0            3
## 927       2374            0            0        2        1            4
## 928       1978            0            0        2        1            4
## 929       1788            0            0        2        0            3
## 930       2236            0            0        2        1            4
## 931       1466            0            0        2        0            3
## 932        925            0            1        1        0            2
## 933       1905            0            0        2        0            3
## 934       1500            0            0        2        0            3
## 935       2069            1            0        2        0            4
## 936        747            0            0        1        0            1
## 937       1200            1            0        2        0            2
## 938       1971            0            0        2        1            3
## 939       1962            0            0        2        1            3
## 940       2403            0            0        2        0            4
## 941       1728            0            0        2        0            4
## 942       2060            1            0        2        1            3
## 943       1440            2            0        2        0            4
## 944       1632            0            0        2        0            4
## 945       1344            0            1        1        0            3
## 946       1869            0            0        1        0            2
## 947       1144            1            0        1        0            3
## 948       1629            1            0        2        0            3
## 949       1776            0            0        2        1            3
## 950       1381            1            0        1        1            3
## 951        864            1            0        1        0            3
## 952        965            1            0        1        0            3
## 953        768            0            1        1        0            2
## 954       1968            0            1        2        1            4
## 955        980            0            2        2        0            4
## 956       1958            0            0        2        0            4
## 957       1229            0            0        1        1            2
## 958       1057            0            0        1        0            3
## 959       1337            1            0        2        0            3
## 960       1416            1            0        2        1            3
## 961        858            1            0        1        0            2
## 962       2872            1            0        2        1            4
## 963       1548            1            0        2        1            3
## 964       1800            0            0        2        0            2
## 965       1894            1            0        2        1            4
## 966       1484            0            0        2        1            3
## 967       1308            1            0        1        1            2
## 968       1098            1            0        1        0            3
## 969        968            0            0        1        0            2
## 970       1095            1            0        1        0            2
## 971       1192            0            0        1        1            4
## 972       1626            0            0        2        0            2
## 973        918            0            0        2        0            2
## 974       1428            0            0        2        0            3
## 975       2019            0            0        1        0            3
## 976       1382            1            0        2        1            3
## 977        869            0            0        1        0            2
## 978       1241            1            0        1        1            1
## 979        894            0            0        1        0            3
## 980       1121            1            0        1        0            3
## 981        999            1            0        1        0            3
## 982       2612            1            0        2        1            4
## 983       1266            0            0        2        0            2
## 984       2290            0            0        2        1            4
## 985       1734            0            0        2        0            4
## 986       1164            1            0        1        0            3
## 987       1635            0            0        1        0            2
## 988       1940            1            0        2        1            3
## 989       2030            0            0        2        1            4
## 990       1576            0            0        2        1            3
## 991       2392            1            0        2        1            3
## 992       1742            0            0        1        1            4
## 993       1851            0            0        2        1            3
## 994       1500            0            0        2        1            3
## 995       1718            1            0        2        0            3
## 996       1230            1            0        1        1            3
## 997       1050            1            0        1        0            3
## 998       1442            0            0        2        0            2
## 999       1077            0            0        1        0            3
## 1000      1208            1            0        2        0            2
## 1001       944            0            0        1        0            2
## 1002       691            0            0        1        0            2
## 1003      1574            0            0        2        0            3
## 1004      1680            0            0        2        0            4
## 1005      1504            0            0        2        0            1
## 1006       985            0            0        2        0            3
## 1007      1657            0            1        2        0            3
## 1008      1092            0            0        1        1            3
## 1009      1710            0            0        2        0            3
## 1010      1522            0            0        2        0            4
## 1011      1271            0            0        2        0            4
## 1012      1664            0            0        2        0            4
## 1013      1502            0            0        1        1            3
## 1014      1022            1            0        1        0            2
## 1015      1082            0            0        1        0            2
## 1016      1665            1            0        2        1            3
## 1017      1504            1            0        2        0            3
## 1018      1360            1            0        1        0            1
## 1019      1472            0            0        2        1            3
## 1020      1506            0            0        2        0            2
## 1021      1132            1            0        1        1            2
## 1022      1220            1            0        2        0            2
## 1023      1248            0            0        1        0            2
## 1024      1504            0            0        2        0            2
## 1025      2898            1            0        2        0            2
## 1026       882            1            0        1        0            3
## 1027      1264            1            0        1        0            3
## 1028      1646            1            0        2        0            3
## 1029      1376            1            0        1        0            3
## 1030      1218            0            1        1        1            3
## 1031      1928            0            0        2        0            5
## 1032      3082            1            0        2        1            5
## 1033      2520            1            0        2        1            5
## 1034      1654            1            0        2        0            3
## 1035       954            0            0        1        0            2
## 1036       845            0            0        1        0            3
## 1037      1620            1            0        2        0            2
## 1038      2263            0            0        2        1            3
## 1039      1344            0            0        1        1            3
## 1040       630            1            0        1        0            1
## 1041      1803            1            0        2        0            3
## 1042      1632            0            1        1        1            4
## 1043      1306            1            0        2        0            1
## 1044      2329            1            0        2        1            4
## 1045      2524            1            0        2        1            4
## 1046      1733            0            0        2        0            4
## 1047      2868            0            0        3        1            4
## 1048       990            0            1        1        0            3
## 1049      1771            0            0        1        0            3
## 1050       930            0            0        1        0            2
## 1051      1302            0            0        2        0            3
## 1052      1316            0            0        2        0            3
## 1053      1977            0            1        1        1            4
## 1054      1526            0            0        1        0            4
## 1055      1989            1            0        2        1            3
## 1056      1523            0            1        2        0            3
## 1057      1364            1            0        2        0            2
## 1058      1850            0            0        2        1            3
## 1059      2184            1            0        2        1            3
## 1060      1991            0            0        1        1            3
## 1061      1338            1            0        2        0            2
## 1062       894            0            0        1        0            2
## 1063      2337            0            0        2        0            5
## 1064      1103            0            0        1        0            2
## 1065      1154            0            0        1        1            3
## 1066      2260            1            0        2        1            3
## 1067      1571            0            0        2        1            3
## 1068      1611            1            0        1        1            4
## 1069      2521            1            0        2        1            5
## 1070       893            0            1        1        0            2
## 1071      1048            1            0        1        0            3
## 1072      1556            0            0        1        1            4
## 1073      1456            1            1        1        0            4
## 1074      1426            0            0        1        1            3
## 1075      1240            0            0        2        0            2
## 1076      1740            0            0        1        1            3
## 1077      1466            0            1        2        0            3
## 1078      1096            1            0        1        0            3
## 1079       848            1            0        1        0            1
## 1080       990            0            0        1        0            3
## 1081      1258            0            1        2        0            3
## 1082      1040            1            0        1        1            3
## 1083      1459            0            0        2        0            3
## 1084      1251            1            0        1        0            3
## 1085      1498            0            0        2        1            3
## 1086       996            1            0        1        0            2
## 1087      1092            0            0        1        1            3
## 1088      1953            0            0        2        1            3
## 1089      1709            0            0        2        0            3
## 1090      1247            1            0        1        1            1
## 1091      1040            0            0        2        0            2
## 1092      1252            1            0        2        1            2
## 1093      1694            0            0        2        0            4
## 1094      1200            1            0        1        1            1
## 1095       936            1            0        1        0            2
## 1096      1314            0            0        2        0            3
## 1097      1355            0            0        1        1            3
## 1098      1088            0            0        1        1            2
## 1099      1324            0            0        1        0            3
## 1100      1601            0            0        2        0            3
## 1101       438            0            0        1        0            1
## 1102       950            0            0        1        0            3
## 1103      1134            0            0        1        0            2
## 1104      1194            0            1        1        0            3
## 1105      1302            0            0        2        1            3
## 1106      2622            1            0        2        1            3
## 1107      1442            1            0        2        0            3
## 1108      2021            0            0        2        1            3
## 1109      1690            0            0        2        1            3
## 1110      1836            1            0        2        0            3
## 1111      1658            1            0        2        1            3
## 1112      1964            0            0        2        1            4
## 1113       816            1            0        1        0            2
## 1114      1008            1            0        1        0            2
## 1115       833            0            0        1        0            2
## 1116      1734            1            0        2        0            3
## 1117      1419            1            0        2        1            3
## 1118       894            1            0        1        0            3
## 1119      1601            0            1        1        0            3
## 1120      1040            0            0        1        0            3
## 1121      1012            0            0        1        0            2
## 1122      1552            0            0        2        0            3
## 1123       960            0            0        1        0            3
## 1124       698            0            1        1        0            2
## 1125      1482            0            0        2        1            3
## 1126      1005            0            0        1        0            2
## 1127      1555            0            0        2        0            2
## 1128      1530            1            0        2        0            3
## 1129      1959            0            0        2        1            4
## 1130       936            1            0        1        0            2
## 1131      1981            1            0        2        0            4
## 1132       974            0            0        1        0            3
## 1133      2210            0            0        2        0            5
## 1134      2020            0            0        2        1            3
## 1135      1600            0            0        2        1            3
## 1136       986            0            0        1        0            2
## 1137      1252            0            0        1        0            3
## 1138      1020            0            0        1        0            2
## 1139      1567            1            0        2        0            2
## 1140      1167            0            0        1        0            3
## 1141       952            1            0        1        0            2
## 1142      1868            1            0        2        1            4
## 1143      2828            1            0        3        0            4
## 1144      1006            0            0        1        0            3
## 1145       924            1            0        1        0            2
## 1146      1576            0            0        1        0            3
## 1147      1298            1            0        2        0            3
## 1148      1564            0            0        1        1            3
## 1149      1111            0            0        1        0            2
## 1150      1482            0            1        1        0            3
## 1151       932            0            0        1        0            2
## 1152      1466            0            0        1        1            3
## 1153      1811            0            0        1        0            2
## 1154       816            0            0        1        0            2
## 1155      1820            0            0        1        2            4
## 1156      1437            1            0        2        0            3
## 1157      1265            0            1        2        0            3
## 1158      1314            1            0        2        0            2
## 1159      1580            0            0        2        0            3
## 1160      1876            0            0        2        1            4
## 1161      1456            0            0        2        1            3
## 1162      1640            1            0        1        0            3
## 1163       894            0            0        1        0            3
## 1164      1258            2            0        0        2            0
## 1165      1432            1            0        1        1            2
## 1166      1502            0            0        2        0            3
## 1167      1694            0            0        2        0            3
## 1168      1671            1            0        2        1            3
## 1169      2108            0            0        2        0            4
## 1170      3627            1            0        3        1            4
## 1171      1118            1            0        1        0            3
## 1172      1261            1            0        1        0            3
## 1173      1250            0            0        2        1            2
## 1174      3086            0            0        3        0            3
## 1175      2345            0            0        2        1            4
## 1176      2872            0            0        2        1            4
## 1177       923            1            0        1        0            3
## 1178      1224            0            0        1        0            3
## 1179      1343            0            0        1        1            3
## 1180      1124            0            0        1        0            3
## 1181      2514            0            0        2        1            4
## 1182      1652            1            1        2        0            2
## 1183      4476            1            0        3        1            4
## 1184      1130            1            0        1        0            2
## 1185      1572            1            0        1        1            3
## 1186      1221            1            0        1        0            4
## 1187      1699            1            0        2        0            3
## 1188      1624            1            0        2        0            2
## 1189      1660            0            0        2        1            3
## 1190      1804            0            0        2        1            3
##      KitchenAbvGr KitchenQual TotRmsAbvGrd Functional Fireplaces FireplaceQu
## 1               1          Gd            8        Typ          0        <NA>
## 2               1          TA            6        Typ          1          TA
## 3               1          Gd            6        Typ          1          TA
## 4               1          Gd            7        Typ          1          Gd
## 5               1          Gd            9        Typ          1          TA
## 6               1          TA            5        Typ          0        <NA>
## 7               1          Gd            7        Typ          1          Gd
## 8               1          TA            7        Typ          2          TA
## 9               2          TA            8       Min1          2          TA
## 10              2          TA            5        Typ          2          TA
## 11              1          TA            5        Typ          0        <NA>
## 12              1          Ex           11        Typ          2          Gd
## 13              1          TA            4        Typ          0        <NA>
## 14              1          Gd            7        Typ          1          Gd
## 15              1          TA            5        Typ          1          Fa
## 16              1          TA            5        Typ          0        <NA>
## 17              1          TA            5        Typ          1          TA
## 18              2          TA            6        Typ          0        <NA>
## 19              1          Gd            6        Typ          0        <NA>
## 20              1          TA            6       Min1          0        <NA>
## 21              1          Gd            9        Typ          1          Gd
## 22              1          Gd            6        Typ          1          Gd
## 23              1          Gd            7        Typ          1          Gd
## 24              1          TA            6        Typ          1          TA
## 25              1          Gd            6        Typ          1          TA
## 26              1          Gd            7        Typ          1          Gd
## 27              1          Gd            5        Typ          0        <NA>
## 28              1          Gd            7        Typ          1          Gd
## 29              1          TA            6        Typ          2          Gd
## 30              1          Fa            4        Typ          0        <NA>
## 31              1          TA            6        Typ          0        <NA>
## 32              1          Gd            6        Typ          0        <NA>
## 33              1          Gd            7        Typ          0        <NA>
## 34              1          Gd            6        Typ          1          Gd
## 35              1          Ex            6        Typ          1          Gd
## 36              1          Gd            9        Typ          1          Gd
## 37              1          TA            6        Typ          0        <NA>
## 38              1          TA            5        Typ          1          TA
## 39              1          Gd            5        Typ          0        <NA>
## 40              2          Fa            6        Typ          0        <NA>
## 41              1          TA            6        Typ          1          TA
## 42              1          TA            5        Typ          2          Gd
## 43              1          Gd            5        Typ          0        <NA>
## 44              1          TA            5        Typ          0        <NA>
## 45              1          TA            6        Typ          0        <NA>
## 46              1          Ex            6        Typ          1          Gd
## 47              1          Gd            6        Typ          1          Ex
## 48              1          Gd            7        Typ          0        <NA>
## 49              3          TA            8        Typ          0        <NA>
## 50              1          TA            6        Typ          0        <NA>
## 51              1          TA            6        Typ          0        <NA>
## 52              1          TA            6        Typ          1          Gd
## 53              1          TA            5        Typ          0        <NA>
## 54              1          Gd            5        Typ          1          Gd
## 55              1          TA            6       Min1          1          TA
## 56              1          TA            7        Typ          1          Gd
## 57              1          Gd            7        Typ          0        <NA>
## 58              1          Gd            7        Typ          0        <NA>
## 59              1          Gd           10        Typ          1          Gd
## 60              1          TA            4        Typ          0        <NA>
## 61              1          Gd            5        Typ          0        <NA>
## 62              1          Fa            6        Typ          0        <NA>
## 63              1          Gd            6        Typ          1          Gd
## 64              1          TA            9        Typ          0        <NA>
## 65              1          Gd            8        Typ          0        <NA>
## 66              1          Gd            9        Typ          1          Gd
## 67              1          TA            7       Min1          1          Gd
## 68              1          Gd            7        Typ          0        <NA>
## 69              1          TA            4        Typ          0        <NA>
## 70              1          TA            7        Typ          1          TA
## 71              1          TA            8        Typ          2          Gd
## 72              1          TA            4        Typ          0        <NA>
## 73              1          TA            7        Typ          1          TA
## 74              1          TA            6        Typ          0        <NA>
## 75              2          TA            8        Typ          0        <NA>
## 76              1          TA            5        Typ          0        <NA>
## 77              1          TA            4        Typ          0        <NA>
## 78              1          TA            6       Min1          0        <NA>
## 79              2          TA            8        Typ          0        <NA>
## 80              1          TA            5        Typ          0        <NA>
## 81              1          Gd            8        Typ          1          Gd
## 82              1          TA            5        Typ          0        <NA>
## 83              1          Gd            6        Typ          1          Gd
## 84              1          TA            6        Typ          0        <NA>
## 85              1          TA            7        Typ          1          TA
## 86              1          Gd            9        Typ          1          TA
## 87              1          Gd            6        Typ          1          Gd
## 88              1          Gd            4        Typ          0        <NA>
## 89              1          Fa            6        Typ          0        <NA>
## 90              1          TA            5        Typ          0        <NA>
## 91              1          TA            4        Typ          0        <NA>
## 92              1          TA            6        Typ          0        <NA>
## 93              1          TA            5        Typ          0        <NA>
## 94              2          TA            9        Typ          1          Gd
## 95              1          Gd            7        Typ          0        <NA>
## 96              1          TA            6        Typ          1          TA
## 97              1          Gd            6        Typ          0        <NA>
## 98              1          TA            6        Typ          0        <NA>
## 99              1          TA            5        Typ          0        <NA>
## 100             1          TA            6        Typ          0        <NA>
## 101             1          Gd            6        Typ          2          TA
## 102             1          Gd            7        Typ          1          TA
## 103             2          TA            8        Typ          0        <NA>
## 104             1          Gd            6        Typ          0        <NA>
## 105             1          TA            7        Typ          2          TA
## 106             1          Gd            9        Typ          1          Gd
## 107             1          TA            6        Typ          0        <NA>
## 108             1          TA            5        Typ          0        <NA>
## 109             1          Fa            7        Typ          0        <NA>
## 110             1          TA            7        Typ          1          TA
## 111             1          TA            7        Typ          0        <NA>
## 112             1          TA            7        Typ          1          TA
## 113             1          Ex           10        Typ          1          Gd
## 114             1          Gd            7        Typ          2          Gd
## 115             1          Gd            9        Typ          1          TA
## 116             1          TA            5        Typ          1          Fa
## 117             1          TA            6        Typ          1          Po
## 118             1          TA            5        Typ          0        <NA>
## 119             1          Gd           11        Typ          2          TA
## 120             1          Gd            8        Typ          1          Gd
## 121             1          TA            4        Typ          2          TA
## 122             1          TA            4        Typ          0        <NA>
## 123             1          TA            5        Typ          0        <NA>
## 124             1          Gd            5        Typ          0        <NA>
## 125             1          TA            7        Typ          1          TA
## 126             1          TA            5        Typ          0        <NA>
## 127             1          TA            5        Typ          1          TA
## 128             1          TA            5        Typ          1          TA
## 129             1          TA            6        Typ          1          Fa
## 130             1          Ex            6        Typ          0        <NA>
## 131             1          Gd            8        Typ          2          Gd
## 132             1          Gd            7        Typ          1          TA
## 133             1          Gd            7        Typ          0        <NA>
## 134             1          Gd            6        Typ          0        <NA>
## 135             1          TA            7       Min1          1          TA
## 136             1          TA            7        Typ          1          Gd
## 137             1          TA            5        Typ          1          Fa
## 138             2          TA            9        Typ          0        <NA>
## 139             1          Gd            7        Typ          2          TA
## 140             1          Gd            7        Typ          0        <NA>
## 141             1          TA            5        Typ          1          Po
## 142             1          Gd            7        Typ          0        <NA>
## 143             1          TA            6        Typ          0        <NA>
## 144             1          Gd            6        Typ          0        <NA>
## 145             2          TA           10        Typ          0        <NA>
## 146             1          Gd            7       Maj1          0        <NA>
## 147             1          TA            5        Typ          0        <NA>
## 148             1          Gd            8        Typ          1          Gd
## 149             1          Gd            6        Typ          0        <NA>
## 150             1          TA            7        Typ          0        <NA>
## 151             1          TA            5        Typ          0        <NA>
## 152             1          Gd            6        Typ          1          Gd
## 153             1          TA            8        Typ          1          Gd
## 154             1          TA            4        Typ          1          Gd
## 155             1          TA            7        Typ          0        <NA>
## 156             1          TA            5        Typ          0        <NA>
## 157             1          TA            5        Typ          0        <NA>
## 158             1          Ex            8        Typ          1          Gd
## 159             1          Gd            8        Typ          1          Gd
## 160             1          Gd            9        Typ          1          Gd
## 161             1          TA            6        Typ          0        <NA>
## 162             1          Ex           10        Typ          2          Gd
## 163             1          Gd            7        Typ          1          Gd
## 164             1          TA            4        Typ          0        <NA>
## 165             1          Gd            5        Typ          0        <NA>
## 166             2          TA            6        Typ          0        <NA>
## 167             1          TA            7        Typ          3          Gd
## 168             1          Ex            8        Typ          1          Gd
## 169             1          Gd            7        Typ          1          Gd
## 170             1          TA            6        Typ          1          TA
## 171             1          TA            7        Typ          0        <NA>
## 172             1          TA            7        Typ          2          Gd
## 173             1          Gd            5        Typ          1          TA
## 174             1          TA            6        Typ          1          TA
## 175             1          TA            7       Min2          1          TA
## 176             1          Gd            7        Typ          1          Gd
## 177             1          TA            8        Typ          1          TA
## 178             1          Gd            8        Typ          1          Gd
## 179             1          Ex            9        Typ          1          Gd
## 180             1          TA            5        Typ          0        <NA>
## 181             1          Gd            5        Typ          1          TA
## 182             1          TA            9        Typ          1          Gd
## 183             1          TA            7        Typ          1          Gd
## 184             1          Gd            6        Mod          0        <NA>
## 185             1          TA            5        Typ          0        <NA>
## 186             1          Ex           12        Typ          2          TA
## 187             1          Gd            6        Typ          0        <NA>
## 188             1          TA            8       Min2          0        <NA>
## 189             2          TA            6        Typ          2          TA
## 190             1          Ex            5        Typ          1          Gd
## 191             1          Gd           10       Maj1          2          TA
## 192             1          Gd            7        Typ          0        <NA>
## 193             1          Gd            6        Typ          0        <NA>
## 194             1          Gd            7       Maj1          0        <NA>
## 195             1          TA            5        Typ          0        <NA>
## 196             1          TA            7        Typ          1          TA
## 197             1          Ex            8        Typ          1          Gd
## 198             1          Gd            8        Typ          1          Ex
## 199             1          TA            8        Typ          0        <NA>
## 200             1          Ex            7        Typ          1          Gd
## 201             1          TA            5        Typ          0        <NA>
## 202             1          TA            6        Typ          2          Fa
## 203             1          TA            6       Min1          0        <NA>
## 204             1          Gd            3        Typ          1          Gd
## 205             1          TA            5        Typ          0        <NA>
## 206             1          TA            5        Typ          0        <NA>
## 207             1          TA            8       Min2          1          TA
## 208             1          TA            6        Typ          1          Po
## 209             1          TA            7        Typ          1          Gd
## 210             1          TA            6        Typ          0        <NA>
## 211             1          TA            5        Typ          0        <NA>
## 212             1          Gd            6        Typ          0        <NA>
## 213             1          Gd            7        Typ          1          TA
## 214             1          TA            5        Typ          0        <NA>
## 215             1          TA            6        Typ          0        <NA>
## 216             1          Gd            6       Min1          1          Fa
## 217             1          Gd            8        Typ          0        <NA>
## 218             1          TA            8        Typ          0        <NA>
## 219             1          Gd            8        Typ          2          TA
## 220             1          Gd            5        Typ          0        <NA>
## 221             1          Gd            5        Typ          0        <NA>
## 222             1          Gd            8        Typ          1          TA
## 223             1          TA            6        Typ          1          TA
## 224             1          TA            4        Typ          0        <NA>
## 225             1          Ex            8        Typ          1          Ex
## 226             1          TA            6        Typ          0        <NA>
## 227             1          Gd            9        Typ          1          TA
## 228             1          TA            5        Typ          0        <NA>
## 229             1          TA            5        Typ          1          Fa
## 230             1          Gd            7        Typ          1          TA
## 231             1          TA            6        Typ          0        <NA>
## 232             1          Ex            9        Typ          1          TA
## 233             1          TA            5        Typ          1          Po
## 234             1          TA            5        Typ          0        <NA>
## 235             1          Gd            8        Typ          2          TA
## 236             1          TA            5        Typ          0        <NA>
## 237             1          Gd            6        Typ          0        <NA>
## 238             1          Gd            7        Typ          0        <NA>
## 239             1          Gd            7        Typ          0        <NA>
## 240             1          TA            7        Typ          1          Gd
## 241             1          Gd            7        Typ          0        <NA>
## 242             1          Gd            4        Typ          0        <NA>
## 243             1          TA            6        Typ          0        <NA>
## 244             1          TA            6        Typ          1          TA
## 245             1          Gd            8        Typ          2          Fa
## 246             1          TA            6        Typ          1          TA
## 247             2          Fa            9        Typ          0        <NA>
## 248             1          TA            5        Typ          1          TA
## 249             1          Gd            8        Typ          0        <NA>
## 250             1          Gd            7        Typ          2          TA
## 251             1          Fa            6        Mod          0        <NA>
## 252             1          Gd            5        Typ          1          Gd
## 253             1          Gd            6        Typ          0        <NA>
## 254             1          Gd            7       Min1          0        <NA>
## 255             1          TA            5        Typ          0        <NA>
## 256             1          Gd            8        Typ          1          TA
## 257             1          Gd            7        Typ          0        <NA>
## 258             1          Gd            8        Typ          1          Gd
## 259             1          Gd            7        Typ          1          TA
## 260             1          TA            4        Typ          0        <NA>
## 261             1          TA            6        Typ          1          TA
## 262             1          Ex           10        Typ          1          Gd
## 263             1          TA            6        Typ          1          TA
## 264             1          TA            6        Typ          0        <NA>
## 265             1          TA            4        Typ          0        <NA>
## 266             1          Gd            7        Typ          1          TA
## 267             1          TA            8        Typ          1          TA
## 268             1          Gd            8        Typ          1          Gd
## 269             1          TA            4        Typ          1          Gd
## 270             1          TA            6        Typ          1          Fa
## 271             1          Gd            8        Typ          1          Gd
## 272             1          TA            5        Mod          2          TA
## 273             1          Gd            9        Typ          1          Gd
## 274             1          TA            6       Min1          1          Gd
## 275             1          TA            5        Typ          0        <NA>
## 276             1          Ex            5        Typ          0        <NA>
## 277             1          Gd            7        Typ          0        <NA>
## 278             1          TA            4        Typ          0        <NA>
## 279             1          Ex            8        Typ          1          Ex
## 280             1          TA            8        Typ          1          TA
## 281             1          Gd            7        Typ          1          TA
## 282             1          Gd            5        Typ          0        <NA>
## 283             1          Gd            6        Typ          1          Gd
## 284             1          Gd            6        Typ          1          Gd
## 285             1          Gd            5        Typ          0        <NA>
## 286             1          Gd            5        Typ          0        <NA>
## 287             1          Gd            7        Typ          1          Gd
## 288             1          TA            5        Typ          0        <NA>
## 289             1          TA            5        Typ          0        <NA>
## 290             1          TA            7        Typ          0        <NA>
## 291             1          Gd            8        Typ          1          Gd
## 292             1          Fa            9        Typ          0        <NA>
## 293             1          TA            8       Min2          1          Gd
## 294             1          Gd            9        Typ          1          TA
## 295             1          TA            7        Typ          2          Gd
## 296             1          TA            6        Typ          0        <NA>
## 297             1          TA            6        Typ          0        <NA>
## 298             1          Gd            7        Typ          1          TA
## 299             1          TA            7        Typ          1          Gd
## 300             1          Gd            6        Typ          1          Gd
## 301             1          TA            5        Typ          2          Gd
## 302             1          Gd            9        Typ          1          TA
## 303             1          Gd            6        Typ          1          TA
## 304             1          TA            5        Typ          0        <NA>
## 305             1          Gd           10        Typ          1          Ex
## 306             1          Gd            8        Typ          0        <NA>
## 307             1          Gd            8        Typ          1          TA
## 308             1          Fa            6        Typ          0        <NA>
## 309             1          TA            4        Typ          0        <NA>
## 310             1          Ex            8        Typ          3          Ex
## 311             1          Gd            6        Typ          1          TA
## 312             1          TA            5        Typ          1          Gd
## 313             1          TA            5        Typ          1          Gd
## 314             1          TA            8        Typ          2          Gd
## 315             1          Ex            6        Typ          1          Gd
## 316             1          Gd            6        Typ          1          Gd
## 317             1          Ex           10        Typ          1          TA
## 318             1          Gd            8        Typ          1          Gd
## 319             1          Gd            9        Typ          1          TA
## 320             1          TA            6        Typ          2          TA
## 321             1          Gd            9        Typ          0        <NA>
## 322             1          Gd           10        Typ          1          Gd
## 323             1          Gd            8        Typ          1          TA
## 324             1          TA            6        Typ          0        <NA>
## 325             1          Gd           11        Typ          1          Gd
## 326             1          TA            5        Typ          0        <NA>
## 327             1          Gd            6        Typ          2          Gd
## 328             1          TA            7        Typ          0        <NA>
## 329             1          Gd           10        Typ          0        <NA>
## 330             1          TA            6        Typ          0        <NA>
## 331             2          TA           10        Typ          0        <NA>
## 332             1          TA            6        Typ          0        <NA>
## 333             1          Gd            7        Typ          1          Gd
## 334             1          Gd            6        Typ          1          Gd
## 335             1          TA            7        Typ          2          TA
## 336             1          TA            7        Typ          2          Gd
## 337             1          Gd            8        Typ          1          Gd
## 338             1          Gd            7        Typ          0        <NA>
## 339             1          Gd            8        Typ          0        <NA>
## 340             1          TA            6        Typ          0        <NA>
## 341             1          Gd            9        Typ          0        <NA>
## 342             1          TA            4        Typ          0        <NA>
## 343             2          TA            6        Typ          0        <NA>
## 344             1          Ex            6        Typ          1          Ex
## 345             1          TA            4        Typ          0        <NA>
## 346             1          Fa            6        Typ          1          Gd
## 347             1          TA            5        Typ          0        <NA>
## 348             1          TA            6        Typ          2          Gd
## 349             1          Gd            6        Typ          0        <NA>
## 350             1          Ex           10        Typ          2          Ex
## 351             1          Ex            6        Typ          1          Gd
## 352             1          Gd            6        Typ          1          TA
## 353             1          TA            5        Typ          0        <NA>
## 354             1          TA            5        Typ          0        <NA>
## 355             1          TA            6        Typ          2          Gd
## 356             1          Gd            6        Typ          0        <NA>
## 357             1          Gd            6        Typ          0        <NA>
## 358             1          TA            6        Typ          1          Po
## 359             1          Gd            6       Min2          0        <NA>
## 360             1          Gd            7        Typ          1          TA
## 361             1          TA            5        Typ          1          TA
## 362             1          TA            8        Typ          0        <NA>
## 363             1          Gd            7        Typ          1          Ex
## 364             1          Gd            5        Typ          0        <NA>
## 365             1          TA            6        Typ          1          TA
## 366             1          TA            6        Typ          0        <NA>
## 367             1          TA            6        Typ          2          Gd
## 368             1          TA            6        Typ          1          Gd
## 369             1          TA            7        Typ          1          Gd
## 370             1          Gd            7        Typ          1          Gd
## 371             1          TA            7        Typ          1          TA
## 372             1          TA            7       Min2          1          Gd
## 373             1          TA            4        Typ          0        <NA>
## 374             1          TA            5       Min2          0        <NA>
## 375             1          Gd            8        Typ          1          Gd
## 376             1          Fa            4       Maj1          0        <NA>
## 377             1          TA            5        Typ          0        <NA>
## 378             1          Gd            8        Typ          1          Gd
## 379             1          Ex            8        Typ          1          Ex
## 380             1          TA            7        Typ          1          TA
## 381             1          Gd            6        Typ          1          Gd
## 382             1          Gd            5        Typ          1          Gd
## 383             1          Gd            8        Typ          0        <NA>
## 384             1          TA            5        Typ          0        <NA>
## 385             1          Gd            9        Typ          2          Fa
## 386             1          Gd            6        Typ          1          TA
## 387             1          TA            8        Typ          0        <NA>
## 388             1          TA            6        Typ          1          Fa
## 389             1          Gd            6        Typ          0        <NA>
## 390             1          Ex            9        Typ          1          Ex
## 391             1          TA            7        Typ          0        <NA>
## 392             1          Gd            7        Typ          1          TA
## 393             1          TA            5        Typ          0        <NA>
## 394             1          TA            4        Typ          2          TA
## 395             1          TA            5        Typ          0        <NA>
## 396             1          TA            6        Typ          0        <NA>
## 397             1          TA            6        Typ          0        <NA>
## 398             1          TA            8        Typ          1          TA
## 399             1          TA            6       Maj2          0        <NA>
## 400             1          Gd            7        Typ          0        <NA>
## 401             1          Ex            4        Typ          2          Gd
## 402             1          Gd            6        Typ          1          Gd
## 403             1          TA            4        Typ          0        <NA>
## 404             1          Gd           10        Typ          1          TA
## 405             1          TA            7        Typ          1          TA
## 406             1          TA            8       Min1          1          TA
## 407             1          TA            6       Maj2          0        <NA>
## 408             1          TA            8        Typ          0        <NA>
## 409             1          Gd            9        Typ          1          Gd
## 410             1          Ex            8        Typ          1          Gd
## 411             1          TA            5        Mod          0        <NA>
## 412             1          TA            5        Typ          0        <NA>
## 413             1          Gd            7        Typ          1          Gd
## 414             1          TA            5        Typ          1          Gd
## 415             1          Gd            9        Typ          1          TA
## 416             1          Gd            6        Typ          0        <NA>
## 417             1          TA            6        Typ          1          TA
## 418             1          TA           10        Typ          1          Gd
## 419             1          TA            7        Typ          0        <NA>
## 420             1          TA            6        Typ          1          Fa
## 421             2          TA            8        Typ          0        <NA>
## 422             1          Gd            8        Typ          1          TA
## 423             1          TA            4        Typ          0        <NA>
## 424             1          Gd            8        Typ          1          TA
## 425             1          TA            6        Typ          1          Gd
## 426             1          TA            6        Typ          2          Gd
## 427             1          Gd            5        Typ          1          TA
## 428             1          TA            5        Typ          0        <NA>
## 429             1          Gd            6        Typ          0        <NA>
## 430             1          Gd            6        Typ          1          TA
## 431             1          TA            4        Typ          0        <NA>
## 432             1          TA            7        Typ          0        <NA>
## 433             1          TA            6       Min1          0        <NA>
## 434             1          TA            7        Typ          1          TA
## 435             1          TA            3        Typ          0        <NA>
## 436             1          Gd            6        Typ          1          TA
## 437             1          TA            6        Typ          0        <NA>
## 438             1          TA            4        Typ          0        <NA>
## 439             1          Gd            4        Typ          1          Gd
## 440             1          Gd            7        Typ          0        <NA>
## 441             1          Ex           10        Typ          2          Gd
## 442             2          Fa            8        Typ          0        <NA>
## 443             1          TA            8        Typ          1          Gd
## 444             1          Gd            6        Typ          1          Gd
## 445             1          Gd            8        Typ          1          TA
## 446             1          TA            7        Typ          1          Gd
## 447             1          Gd            6        Mod          1          Gd
## 448             1          Gd           10        Typ          1          TA
## 449             1          TA            7        Typ          1          Gd
## 450             1          TA            6        Typ          0        <NA>
## 451             1          Gd            5        Typ          0        <NA>
## 452             1          Gd            5        Typ          2          TA
## 453             1          TA            7        Typ          0        <NA>
## 454             1          Gd            6        Typ          0        <NA>
## 455             2          TA            8        Typ          0        <NA>
## 456             1          TA            6        Typ          1          TA
## 457             1          TA            7        Typ          0        <NA>
## 458             1          Gd            6       Min1          2          Gd
## 459             1          Gd            7        Typ          1          Gd
## 460             1          Gd            5        Typ          1          TA
## 461             1          TA            8        Typ          0        <NA>
## 462             1          Gd            6        Typ          0        <NA>
## 463             1          TA            5        Typ          1          Po
## 464             1          TA            6        Typ          1          Gd
## 465             1          TA            5        Typ          0        <NA>
## 466             1          Gd            6        Typ          1          TA
## 467             1          TA            5        Typ          1          Po
## 468             1          Gd            7        Typ          2          Gd
## 469             1          Gd            7        Typ          1          Gd
## 470             1          Gd            7        Typ          0        <NA>
## 471             1          Gd            4        Typ          0        <NA>
## 472             1          TA            8        Typ          1          Gd
## 473             1          TA            5        Typ          0        <NA>
## 474             1          Gd            7        Typ          1          Ex
## 475             1          Ex            6        Typ          0        <NA>
## 476             1          TA            5        Typ          0        <NA>
## 477             1          Gd            7        Typ          1          TA
## 478             1          Ex            9        Typ          1          Gd
## 479             1          Gd            7        Typ          1          Gd
## 480             1          TA            7        Typ          0        <NA>
## 481             1          Gd            8        Typ          1          Gd
## 482             1          Ex            6        Typ          1          Gd
## 483             1          Ex            7       Min2          1          Gd
## 484             1          TA            5        Typ          0        <NA>
## 485             1          Gd            6        Typ          0        <NA>
## 486             1          Gd            5        Typ          1          Gd
## 487             1          TA            6        Typ          0        <NA>
## 488             1          TA            7        Typ          1          TA
## 489             2          TA           10        Mod          1          Gd
## 490             1          Gd            3        Typ          0        <NA>
## 491             1          TA            4        Typ          1          Gd
## 492             1          Fa            5        Typ          2          TA
## 493             1          TA            8        Typ          0        <NA>
## 494             1          TA            6        Typ          1          Fa
## 495             1          TA            4        Typ          0        <NA>
## 496             1          TA            4        Typ          0        <NA>
## 497             1          Gd           10        Typ          1          Gd
## 498             1          TA            8        Typ          0        <NA>
## 499             1          Gd            5        Typ          0        <NA>
## 500             1          TA            5        Typ          0        <NA>
## 501             1          TA            7        Typ          0        <NA>
## 502             1          Gd            7        Typ          0        <NA>
## 503             1          TA            6        Typ          0        <NA>
## 504             1          TA            6        Typ          2          TA
## 505             1          TA            6        Typ          1          Fa
## 506             2          TA           10        Typ          0        <NA>
## 507             1          Gd            8        Typ          1          TA
## 508             1          Gd            4        Typ          0        <NA>
## 509             1          Gd            7        Typ          1          Gd
## 510             1          TA            6        Typ          0        <NA>
## 511             1          TA            6       Min1          2          TA
## 512             1          Gd            6        Typ          1          Gd
## 513             1          TA            5        Typ          0        <NA>
## 514             1          TA            5        Typ          0        <NA>
## 515             1          TA            5        Typ          0        <NA>
## 516             1          Ex            9        Typ          1          Gd
## 517             1          TA            7        Typ          1          TA
## 518             1          Gd            7        Typ          1          TA
## 519             1          TA            7        Typ          0        <NA>
## 520             1          Gd            9        Typ          2          Gd
## 521             2          TA            7        Typ          0        <NA>
## 522             1          TA            6        Typ          2          Gd
## 523             1          TA            7        Typ          2          Gd
## 524             1          Ex           11        Typ          1          Gd
## 525             1          Gd            8        Typ          1          TA
## 526             1          Gd            6        Typ          1          TA
## 527             1          TA            4        Typ          0        <NA>
## 528             1          Ex           11        Typ          1          Gd
## 529             1          TA            5        Typ          0        <NA>
## 530             2          TA            9       Maj1          2          TA
## 531             1          Gd            5        Typ          1          Fa
## 532             1          TA            6        Typ          0        <NA>
## 533             1          TA            5        Mod          1          Po
## 534             1          Fa            2        Typ          0        <NA>
## 535             1          Gd            6        Typ          1          Gd
## 536             1          TA            5        Typ          0        <NA>
## 537             1          Gd            8        Typ          0        <NA>
## 538             1          TA            5        Typ          0        <NA>
## 539             1          TA            7        Typ          1          Fa
## 540             1          Gd            6        Typ          1          TA
## 541             1          Ex            8        Typ          1          Gd
## 542             1          Gd            8        Typ          1          TA
## 543             1          Gd            7       Maj1          1          TA
## 544             1          TA            4        Typ          0        <NA>
## 545             1          Gd            7        Typ          1          Gd
## 546             1          Gd            9        Typ          0        <NA>
## 547             1          TA            6        Typ          1          Gd
## 548             1          TA            5        Typ          0        <NA>
## 549             1          TA            4        Typ          0        <NA>
## 550             1          Gd            8        Typ          1          Gd
## 551             1          TA            4        Typ          0        <NA>
## 552             1          TA            5        Typ          0        <NA>
## 553             1          Gd            7        Typ          1          Gd
## 554             1          Gd            5        Typ          0        <NA>
## 555             1          Gd            8        Typ          1          Gd
## 556             1          TA            5        Typ          1          Gd
## 557             1          TA            6        Typ          1          TA
## 558             1          TA            7        Typ          0        <NA>
## 559             1          TA            6        Typ          1          TA
## 560             1          Gd            7        Typ          1          TA
## 561             1          TA            5        Mod          1          Gd
## 562             1          TA            6        Typ          1          TA
## 563             1          TA            6        Typ          1          Gd
## 564             1          TA            8        Typ          1          Gd
## 565             1          Gd            9        Typ          1          TA
## 566             1          Fa            6        Typ          0        <NA>
## 567             1          Ex           11        Typ          1          Gd
## 568             1          Gd            7        Typ          0        <NA>
## 569             1          Gd            5       Min2          1          Gd
## 570             1          TA            4        Typ          2          TA
## 571             2          TA           10        Typ          0        <NA>
## 572             1          Gd            4        Typ          0        <NA>
## 573             1          Gd            6        Typ          0        <NA>
## 574             1          TA            8        Typ          1          TA
## 575             1          TA            5        Typ          0        <NA>
## 576             1          TA            6        Typ          0        <NA>
## 577             1          TA            6        Typ          1          Gd
## 578             1          TA            6        Typ          2          Fa
## 579             1          Gd            5        Typ          0        <NA>
## 580             1          TA            7        Typ          0        <NA>
## 581             1          Gd            7        Typ          2          Gd
## 582             1          Ex            8        Typ          1          Gd
## 583             1          TA            5        Typ          0        <NA>
## 584             1          Gd            9        Typ          1          Gd
## 585             1          Gd            6        Typ          0        <NA>
## 586             1          Gd            7        Typ          2          Gd
## 587             1          Fa            5        Typ          0        <NA>
## 588             1          TA            4        Typ          0        <NA>
## 589             1          Ex            5        Typ          2          Gd
## 590             1          TA            4        Typ          0        <NA>
## 591             1          Gd            6        Typ          0        <NA>
## 592             1          Ex           10        Typ          1          Gd
## 593             1          TA            4        Typ          0        <NA>
## 594             1          Gd            4        Typ          0        <NA>
## 595             1          TA            5        Typ          0        <NA>
## 596             1          Gd            7        Typ          1          TA
## 597             1          TA            7        Typ          0        <NA>
## 598             1          Gd            7        Typ          1          Gd
## 599             1          Gd            7        Typ          1          TA
## 600             1          TA            6        Typ          1          TA
## 601             1          Ex            8        Typ          1          Gd
## 602             1          Gd            6        Typ          1          Gd
## 603             1          Gd            8        Typ          1          TA
## 604             1          Gd            4        Typ          0        <NA>
## 605             1          Gd            6        Typ          1          TA
## 606             1          TA            7        Typ          3          Fa
## 607             1          Gd            6        Typ          0        <NA>
## 608             1          Ex            8        Typ          0        <NA>
## 609             1          TA           10        Typ          2          Gd
## 610             1          TA            5        Typ          0        <NA>
## 611             1          Ex            8        Typ          2          Ex
## 612             1          TA            6        Typ          1          TA
## 613             1          Ex            7        Typ          1          TA
## 614             1          TA            6        Typ          0        <NA>
## 615             1          TA            3        Typ          0        <NA>
## 616             1          Gd            6        Typ          0        <NA>
## 617             1          Gd            7        Typ          1          Gd
## 618             1          Gd            4        Typ          0        <NA>
## 619             1          Gd            9        Typ          1          Gd
## 620             1          Gd           10        Typ          2          Gd
## 621             1          TA            5        Typ          0        <NA>
## 622             1          TA            9        Typ          1          TA
## 623             1          TA            6        Typ          0        <NA>
## 624             1          Gd            4        Typ          1          TA
## 625             1          TA            8       Min2          1          TA
## 626             1          TA            5        Typ          0        <NA>
## 627             1          TA            6       Min1          1          TA
## 628             1          TA            7        Typ          2          Gd
## 629             1          Fa            9        Typ          2          TA
## 630             1          TA            6        Typ          0        <NA>
## 631             1          Ex            8        Typ          0        <NA>
## 632             1          Gd            6        Typ          1          Gd
## 633             1          TA            6        Typ          1          TA
## 634             1          TA            6        Typ          0        <NA>
## 635             2          TA            4        Typ          0        <NA>
## 636             2          Fa           14        Typ          0        <NA>
## 637             1          Fa            4       Maj1          1          Po
## 638             2          Gd            7        Typ          0        <NA>
## 639             1          TA            4        Typ          0        <NA>
## 640             1          Ex            7        Typ          1          Gd
## 641             1          Ex            6        Typ          1          Gd
## 642             1          Gd            7        Typ          1          TA
## 643             1          Ex            9        Typ          3          TA
## 644             1          TA            7       Min1          0        <NA>
## 645             1          Ex            7        Typ          1          Gd
## 646             1          TA            5        Typ          0        <NA>
## 647             1          TA            7       Min1          0        <NA>
## 648             1          TA            5        Typ          2          Gd
## 649             1          TA            7        Typ          1          TA
## 650             1          TA            3        Typ          0        <NA>
## 651             1          Gd            7        Typ          0        <NA>
## 652             1          TA            7        Typ          1          Gd
## 653             1          Gd            7        Typ          1          TA
## 654             1          TA            7        Typ          0        <NA>
## 655             1          Gd            7        Typ          1          TA
## 656             1          TA            6        Typ          0        <NA>
## 657             1          Gd            5        Typ          0        <NA>
## 658             1          TA            6        Typ          1          Gd
## 659             1          TA            6        Typ          1          Gd
## 660             1          TA            7        Typ          0        <NA>
## 661             1          TA            7        Typ          1          TA
## 662             1          Gd            8        Typ          1          TA
## 663             1          TA            5       Maj2          2          TA
## 664             1          TA            6        Typ          0        <NA>
## 665             1          Ex            8        Typ          1          Ex
## 666             1          Gd            7        Typ          1          TA
## 667             1          TA            7        Sev          1          Po
## 668             1          Gd            7        Typ          1          Fa
## 669             1          TA            6       Min2          1          TA
## 670             1          Fa            5        Typ          1          Gd
## 671             1          Gd            7        Typ          0        <NA>
## 672             1          TA            6        Typ          0        <NA>
## 673             1          TA            6        Typ          1          TA
## 674             1          Gd            7        Typ          2          TA
## 675             1          TA            5        Typ          1          Gd
## 676             1          TA            7        Typ          1          TA
## 677             2          TA            8       Min2          0        <NA>
## 678             1          Gd            5        Typ          0        <NA>
## 679             1          Gd            7        Typ          1          Gd
## 680             1          TA            5        Typ          0        <NA>
## 681             1          TA            5        Typ          1          TA
## 682             1          TA            6        Typ          0        <NA>
## 683             1          Gd            6        Typ          1          Gd
## 684             1          Gd            7        Typ          1          TA
## 685             1          TA            7        Typ          0        <NA>
## 686             1          Gd            6       Min1          1          TA
## 687             1          Gd            7        Typ          0        <NA>
## 688             1          Gd            4        Typ          0        <NA>
## 689             1          Gd            7        Typ          1          Gd
## 690             1          Gd            6        Typ          1          Gd
## 691             1          Gd            3        Typ          1          TA
## 692             1          Ex           10        Typ          2          Ex
## 693             1          Gd            9        Typ          2          Gd
## 694             1          TA            4        Typ          0        <NA>
## 695             1          TA            5        Typ          0        <NA>
## 696             1          Gd            5        Typ          1          TA
## 697             1          TA            4        Typ          0        <NA>
## 698             1          TA            6        Typ          0        <NA>
## 699             1          TA            5        Typ          1          Gd
## 700             1          Gd            5        Typ          0        <NA>
## 701             1          Gd            7        Typ          1          Gd
## 702             1          TA            6        Typ          0        <NA>
## 703             1          Ex           10        Typ          1          Gd
## 704             2          Gd            8        Typ          1          Po
## 705             1          Gd            7        Typ          0        <NA>
## 706             2          Fa            7        Mod          0        <NA>
## 707             1          Gd            5        Typ          2          TA
## 708             1          Gd            6        Typ          1          Gd
## 709             1          Gd            8        Typ          1          Gd
## 710             1          TA            6        Typ          0        <NA>
## 711             1          TA            5       Maj2          0        <NA>
## 712             1          TA            7        Typ          0        <NA>
## 713             1          Gd            5        Typ          1          Gd
## 714             1          TA            6        Typ          0        <NA>
## 715             1          Gd            6        Typ          0        <NA>
## 716             1          TA            7        Typ          1          TA
## 717             1          TA            8        Typ          0        <NA>
## 718             1          Gd            5        Typ          1          Fa
## 719             1          Gd            9        Typ          1          TA
## 720             1          TA            5        Typ          1          Po
## 721             1          Gd            5        Typ          1          TA
## 722             1          Gd            3        Typ          0        <NA>
## 723             1          TA            5        Typ          0        <NA>
## 724             1          TA            7        Typ          0        <NA>
## 725             1          Ex            8        Typ          1          Gd
## 726             1          Gd            5        Typ          0        <NA>
## 727             1          Gd            5        Typ          1          Gd
## 728             1          Gd            6        Typ          0        <NA>
## 729             2          TA            9        Typ          0        <NA>
## 730             1          TA            5        Typ          0        <NA>
## 731             1          Gd            5        Typ          1          TA
## 732             1          Gd            6        Typ          1          Gd
## 733             1          Gd            8        Typ          1          TA
## 734             1          TA            6        Typ          1          TA
## 735             1          TA            6        Typ          0        <NA>
## 736             1          TA            6        Typ          2          TA
## 737             2          TA            6        Typ          0        <NA>
## 738             1          Gd            8        Typ          1          Gd
## 739             1          TA            5        Typ          0        <NA>
## 740             1          Gd            7        Typ          0        <NA>
## 741             1          TA            7        Typ          0        <NA>
## 742             1          Gd            5        Typ          0        <NA>
## 743             1          TA            6        Typ          0        <NA>
## 744             1          TA            6       Min2          1          TA
## 745             1          Gd            5        Typ          1          TA
## 746             1          Gd           11        Typ          2          TA
## 747             1          Gd            8        Typ          1          TA
## 748             1          Gd            8        Typ          1          Gd
## 749             1          Gd            7        Typ          1          TA
## 750             1          TA            9        Mod          0        <NA>
## 751             1          TA            7       Min2          0        <NA>
## 752             1          Gd            6        Typ          0        <NA>
## 753             1          Gd            6        Typ          0        <NA>
## 754             1          Ex            8        Typ          1          Gd
## 755             1          Gd            5        Typ          0        <NA>
## 756             1          TA            6        Typ          0        <NA>
## 757             1          Gd            7        Typ          0        <NA>
## 758             1          TA            6        Typ          1          TA
## 759             1          TA            6        Typ          0        <NA>
## 760             1          Gd            9        Typ          1          TA
## 761             1          TA            5        Typ          0        <NA>
## 762             1          Fa            5       Min1          0        <NA>
## 763             1          Gd            7        Typ          0        <NA>
## 764             1          Gd            8        Typ          1          Gd
## 765             1          Ex            6        Typ          1          Gd
## 766             1          Ex            6        Typ          1          Gd
## 767             1          TA            7        Typ          1          TA
## 768             1          TA            7        Mod          0        <NA>
## 769             1          Gd            8        Typ          1          Gd
## 770             1          Ex           12        Mod          1          Gd
## 771             1          TA            5        Typ          0        <NA>
## 772             1          TA            6        Typ          0        <NA>
## 773             1          TA            6        Typ          1          TA
## 774             1          TA            5        Typ          0        <NA>
## 775             1          Gd            9        Typ          1          Gd
## 776             1          TA            5        Typ          0        <NA>
## 777             1          Gd            7        Typ          0        <NA>
## 778             1          TA            5        Typ          1          Fa
## 779             2          TA           10        Typ          2          TA
## 780             1          TA            4        Typ          0        <NA>
## 781             1          TA            6        Typ          1          TA
## 782             1          Gd            7        Typ          0        <NA>
## 783             1          Gd            6        Typ          0        <NA>
## 784             1          Gd            4        Typ          1          TA
## 785             1          TA            9        Typ          1          Gd
## 786             1          TA            7        Typ          1          Gd
## 787             1          TA            7        Typ          0        <NA>
## 788             1          Gd            8        Typ          0        <NA>
## 789             1          TA            4        Typ          0        <NA>
## 790             1          Gd            9        Typ          0        <NA>
## 791             1          Gd            5        Typ          1          Gd
## 792             1          TA            5        Typ          2          TA
## 793             1          TA            8        Typ          1          TA
## 794             1          Gd            7        Typ          0        <NA>
## 795             1          Gd            7        Typ          1          TA
## 796             1          TA            7        Typ          1          TA
## 797             1          TA            7        Typ          1          TA
## 798             1          TA            4        Typ          0        <NA>
## 799             1          Ex           11        Typ          2          Gd
## 800             1          Gd            7        Typ          2          TA
## 801             1          Gd            8        Typ          0        <NA>
## 802             1          TA            5        Typ          0        <NA>
## 803             1          Gd            7        Typ          1          Gd
## 804             1          Ex           12        Typ          1          Gd
## 805             1          TA            5       Min1          0        <NA>
## 806             1          Ex            6        Typ          0        <NA>
## 807             1          TA            6        Typ          0        <NA>
## 808             1          Gd            6        Typ          1          TA
## 809             1          TA            6        Typ          1          Gd
## 810             3          TA           11        Typ          0        <NA>
## 811             1          Gd            5        Typ          1          Fa
## 812             1          Gd            4        Typ          1          Gd
## 813             1          Fa            4        Typ          0        <NA>
## 814             1          TA            7        Typ          0        <NA>
## 815             1          Fa            7        Typ          0        <NA>
## 816             1          Gd            6        Typ          0        <NA>
## 817             1          TA            4        Typ          1          Gd
## 818             1          Gd            7        Typ          2          Gd
## 819             1          TA            6        Typ          0        <NA>
## 820             1          Gd            6        Typ          1          Gd
## 821             1          Gd            6        Typ          0        <NA>
## 822             1          TA            4       Min2          0        <NA>
## 823             1          Gd            7        Typ          1          Gd
## 824             1          TA            7        Typ          1          Gd
## 825             1          Gd            7        Typ          1          Gd
## 826             1          Ex            7        Typ          1          Gd
## 827             1          Gd            5        Typ          0        <NA>
## 828             1          Gd            6        Typ          1          TA
## 829             1          TA            7       Min2          0        <NA>
## 830             1          Gd            4        Typ          0        <NA>
## 831             1          TA            6        Typ          2          Gd
## 832             1          Gd            4        Typ          0        <NA>
## 833             1          Gd            7        Typ          1          TA
## 834             1          TA            6        Typ          0        <NA>
## 835             1          TA            6        Typ          0        <NA>
## 836             1          Gd            4       Min2          0        <NA>
## 837             1          TA            5       Min2          0        <NA>
## 838             1          TA            5        Typ          0        <NA>
## 839             1          Gd            6        Typ          0        <NA>
## 840             1          TA            6        Typ          0        <NA>
## 841             1          Fa            7        Typ          0        <NA>
## 842             1          Gd            8        Typ          1          Po
## 843             1          TA            6        Typ          0        <NA>
## 844             2          TA           10        Typ          0        <NA>
## 845             1          TA            7        Typ          1          Gd
## 846             1          TA            6       Min2          2          TA
## 847             1          Gd            7        Typ          1          TA
## 848             1          TA            5        Typ          1          Fa
## 849             1          TA           10        Typ          1          Gd
## 850             1          TA            7        Typ          1          TA
## 851             1          Gd            3        Typ          0        <NA>
## 852             1          Gd            7        Typ          1          TA
## 853             1          TA            7        Typ          2          Gd
## 854             1          TA            7        Typ          1          Fa
## 855             1          TA            6        Typ          1          Gd
## 856             1          TA            6        Typ          0        <NA>
## 857             1          TA            5        Typ          0        <NA>
## 858             1          TA            6        Typ          1          TA
## 859             1          TA            6        Typ          1          TA
## 860             1          Gd            9        Typ          1          Gd
## 861             1          Gd            7        Typ          1          Gd
## 862             1          TA            6        Typ          0        <NA>
## 863             1          TA            6        Typ          0        <NA>
## 864             1          TA            6        Typ          0        <NA>
## 865             1          Gd            6        Typ          0        <NA>
## 866             1          TA            5        Typ          0        <NA>
## 867             1          Gd            6        Typ          1          Gd
## 868             1          Fa            5        Typ          0        <NA>
## 869             1          TA            7        Typ          1          TA
## 870             1          Gd            8        Typ          1          TA
## 871             1          TA            5        Typ          0        <NA>
## 872             1          Gd            7        Typ          0        <NA>
## 873             1          Gd            5        Typ          0        <NA>
## 874             1          TA            6        Typ          1          Gd
## 875             1          TA            5        Typ          0        <NA>
## 876             1          Ex           11        Typ          1          Gd
## 877             1          TA            5        Typ          0        <NA>
## 878             1          Ex           10        Typ          1          Gd
## 879             1          Gd            6       Min2          0        <NA>
## 880             1          TA            6        Typ          0        <NA>
## 881             1          TA            5        Typ          0        <NA>
## 882             1          Gd            7        Typ          1          TA
## 883             1          TA            7        Typ          1          TA
## 884             1          TA           10        Typ          0        <NA>
## 885             1          TA            5        Typ          0        <NA>
## 886             1          Gd            5        Typ          1          TA
## 887             2          TA            8        Typ          0        <NA>
## 888             1          TA            8        Typ          0        <NA>
## 889             1          Gd            8        Typ          1          TA
## 890             1          TA            6        Typ          1          TA
## 891             1          TA            6        Typ          1          Po
## 892             1          TA            7        Typ          1          TA
## 893             1          TA            6        Typ          0        <NA>
## 894             1          TA            6        Typ          1          Gd
## 895             2          TA            8        Typ          0        <NA>
## 896             1          TA            8        Typ          1          TA
## 897             1          TA            6        Typ          0        <NA>
## 898             2          TA           12        Typ          0        <NA>
## 899             1          Ex           11        Typ          2          Gd
## 900             1          TA            6        Typ          1          TA
## 901             1          TA            4        Typ          0        <NA>
## 902             1          TA            5        Typ          0        <NA>
## 903             1          Gd            8        Typ          1          Gd
## 904             1          Gd            7        Typ          1          Gd
## 905             1          TA            6        Typ          0        <NA>
## 906             1          TA            6        Typ          0        <NA>
## 907             1          Gd            8        Typ          1          Gd
## 908             1          Gd            6        Typ          1          Gd
## 909             1          TA            5        Typ          0        <NA>
## 910             1          Gd            8        Typ          1          Gd
## 911             2          TA           12        Typ          0        <NA>
## 912             1          Gd            5        Typ          0        <NA>
## 913             1          TA            6       Min1          0        <NA>
## 914             2          TA            8        Typ          0        <NA>
## 915             1          Gd            4        Typ          0        <NA>
## 916             1          TA            6        Typ          0        <NA>
## 917             1          TA            4        Typ          0        <NA>
## 918             1          TA            6        Typ          0        <NA>
## 919             1          Gd            8        Typ          1          TA
## 920             1          TA            6       Min1          1          TA
## 921             1          Gd            7        Typ          0        <NA>
## 922             2          TA            9        Typ          0        <NA>
## 923             1          Gd            6        Typ          1          Gd
## 924             1          Gd            5        Typ          1          Fa
## 925             1          TA            7        Typ          1          TA
## 926             1          Ex            6        Typ          0        <NA>
## 927             1          Ex           10        Typ          1          Gd
## 928             1          TA            9        Typ          1          Gd
## 929             1          Ex            7        Typ          1          TA
## 930             1          Gd            8        Typ          1          TA
## 931             1          Gd            7        Typ          0        <NA>
## 932             1          TA            5        Typ          0        <NA>
## 933             1          Ex            8        Typ          1          Gd
## 934             1          Gd            6        Typ          0        <NA>
## 935             1          Gd            9        Typ          1          Gd
## 936             1          TA            5        Typ          0        <NA>
## 937             1          Gd            5        Typ          0        <NA>
## 938             1          Gd            8        Typ          1          Gd
## 939             1          Gd            7        Typ          0        <NA>
## 940             1          TA           10        Typ          2          TA
## 941             2          TA            8        Typ          0        <NA>
## 942             1          Gd            8        Typ          1          TA
## 943             2          TA            8        Typ          0        <NA>
## 944             2          TA            8        Typ          0        <NA>
## 945             1          Gd            7        Typ          1          Gd
## 946             1          TA            7        Typ          0        <NA>
## 947             1          TA            6        Typ          1          TA
## 948             1          Gd            9        Typ          1          Gd
## 949             1          Gd            7        Typ          1          TA
## 950             1          Gd            5        Typ          1          TA
## 951             1          Gd            5        Typ          0        <NA>
## 952             1          TA            6        Typ          0        <NA>
## 953             1          TA            5        Typ          0        <NA>
## 954             1          TA            7       Min2          1          Po
## 955             0          TA            4        Typ          0        <NA>
## 956             2          TA            8        Typ          0        <NA>
## 957             1          TA            5        Typ          1          TA
## 958             1          TA            6        Typ          0        <NA>
## 959             1          Gd            6        Typ          0        <NA>
## 960             1          Gd            6        Typ          0        <NA>
## 961             1          TA            4        Typ          0        <NA>
## 962             1          TA           11        Typ          1          TA
## 963             1          Gd            7        Typ          1          TA
## 964             1          Ex            7        Typ          0        <NA>
## 965             1          Gd            8        Typ          1          Gd
## 966             1          Gd            8        Typ          1          Gd
## 967             1          TA            7       Min2          2          TA
## 968             1          TA            6        Typ          0        <NA>
## 969             1          TA            6        Typ          0        <NA>
## 970             1          TA            6        Typ          0        <NA>
## 971             1          TA            6        Typ          0        <NA>
## 972             1          Gd            6        Typ          0        <NA>
## 973             1          TA            5        Typ          1          TA
## 974             1          Gd            6        Typ          0        <NA>
## 975             1          Gd            8        Typ          0        <NA>
## 976             1          Gd            6        Typ          0        <NA>
## 977             1          Fa            4        Typ          0        <NA>
## 978             1          Gd            4        Typ          0        <NA>
## 979             1          TA            5        Typ          0        <NA>
## 980             1          TA            5        Typ          0        <NA>
## 981             1          Ex            6        Typ          0        <NA>
## 982             1          Gd            8        Typ          1          TA
## 983             1          Gd            6        Typ          1          Gd
## 984             1          Gd            9        Typ          1          Gd
## 985             2          Gd            8        Typ          0        <NA>
## 986             1          TA            5        Typ          0        <NA>
## 987             1          Gd            5        Typ          0        <NA>
## 988             1          Ex            8        Typ          1          Gd
## 989             1          Gd            8        Typ          1          TA
## 990             1          Gd            6        Typ          0        <NA>
## 991             1          Gd            7        Typ          1          TA
## 992             1          Gd            8        Typ          1          Gd
## 993             1          Gd            7        Typ          1          Fa
## 994             1          Gd            6        Typ          0        <NA>
## 995             1          Ex            7        Typ          1          Gd
## 996             1          TA            5        Typ          0        <NA>
## 997             1          TA            6        Typ          0        <NA>
## 998             1          TA            6        Typ          1          TA
## 999             1          TA            6        Typ          1          Gd
## 1000            1          Gd            6        Typ          0        <NA>
## 1001            1          Fa            4       Min1          0        <NA>
## 1002            1          Ex            4        Typ          0        <NA>
## 1003            1          Gd            7        Typ          1          Gd
## 1004            2          TA            8        Typ          0        <NA>
## 1005            1          Gd            7        Typ          1          Gd
## 1006            1          TA            6        Typ          0        <NA>
## 1007            1          TA            7        Typ          1          TA
## 1008            1          TA            6        Typ          0        <NA>
## 1009            1          Gd            7        Typ          1          Gd
## 1010            1          TA            7        Typ          0        <NA>
## 1011            1          TA            7        Typ          1          Gd
## 1012            2          TA            8        Typ          0        <NA>
## 1013            1          Gd            7        Typ          2          TA
## 1014            1          TA            4       Maj2          0        <NA>
## 1015            1          TA            5        Typ          1          Gd
## 1016            1          Gd            6        Typ          0        <NA>
## 1017            1          Gd            6        Typ          1          TA
## 1018            1          Gd            4        Typ          1          Ex
## 1019            1          Gd            7        Typ          1          TA
## 1020            1          Gd            6        Typ          1          Gd
## 1021            1          Gd            5        Typ          0        <NA>
## 1022            1          Gd            6        Typ          0        <NA>
## 1023            1          TA            6        Typ          0        <NA>
## 1024            1          Gd            7        Typ          1          Gd
## 1025            1          Gd           10        Typ          1          Gd
## 1026            1          TA            5        Typ          0        <NA>
## 1027            1          TA            6        Typ          2          Gd
## 1028            1          Gd            7        Typ          1          Gd
## 1029            1          TA            6        Typ          1          Gd
## 1030            1          TA            7        Typ          0        <NA>
## 1031            2          TA           10        Typ          0        <NA>
## 1032            1          TA           12        Typ          2          TA
## 1033            1          Gd           10        Typ          1          TA
## 1034            1          Gd            6        Typ          0        <NA>
## 1035            1          Fa            5        Typ          1          Gd
## 1036            1          TA            5        Typ          0        <NA>
## 1037            1          Ex            6        Typ          1          Ex
## 1038            1          Gd            7        Typ          1          TA
## 1039            1          TA            6        Typ          1          TA
## 1040            1          TA            3        Typ          0        <NA>
## 1041            1          TA            8       Maj1          1          TA
## 1042            1          Gd            7        Typ          0        <NA>
## 1043            1          Gd            5        Typ          1          Gd
## 1044            1          Gd           10        Typ          1          Ex
## 1045            1          Gd            9        Typ          1          Gd
## 1046            1          TA            8       Min2          1          Gd
## 1047            1          Ex           11        Typ          1          Gd
## 1048            1          TA            5        Typ          0        <NA>
## 1049            1          TA            9       Min1          1          TA
## 1050            1          Gd            6        Typ          0        <NA>
## 1051            1          Gd            6        Typ          0        <NA>
## 1052            1          Gd            6        Typ          1          Gd
## 1053            1          TA            9        Typ          1          TA
## 1054            1          TA            7       Min2          1          Gd
## 1055            1          Gd            7        Typ          1          Gd
## 1056            1          TA            7        Typ          1          TA
## 1057            1          Gd            6        Typ          1          Gd
## 1058            1          Gd            7        Typ          1          Gd
## 1059            1          Ex           10        Typ          1          Gd
## 1060            1          TA            7        Typ          1          Gd
## 1061            1          Gd            6        Typ          0        <NA>
## 1062            1          TA            6        Typ          0        <NA>
## 1063            2          TA           10       Min2          0        <NA>
## 1064            1          Gd            5        Typ          1          Gd
## 1065            1          TA            6        Typ          1          Po
## 1066            1          Gd            7        Typ          0        <NA>
## 1067            1          TA            7        Typ          1          TA
## 1068            1          TA            7        Typ          0        <NA>
## 1069            1          TA           10       Maj1          1          Gd
## 1070            1          Gd            4        Typ          0        <NA>
## 1071            1          TA            6        Typ          0        <NA>
## 1072            1          TA            8        Typ          0        <NA>
## 1073            1          TA            7        Typ          1          TA
## 1074            1          TA            6        Typ          0        <NA>
## 1075            1          Gd            5        Typ          0        <NA>
## 1076            1          TA            6        Typ          2          Gd
## 1077            1          Gd            7       Min1          1          TA
## 1078            1          TA            6        Typ          0        <NA>
## 1079            1          Gd            3        Typ          1          Gd
## 1080            1          TA            5        Typ          0        <NA>
## 1081            1          Gd            5        Typ          0        <NA>
## 1082            1          TA            5        Typ          0        <NA>
## 1083            1          Gd            6        Typ          1          Gd
## 1084            1          TA            6        Typ          2          Gd
## 1085            1          TA            6        Typ          1          TA
## 1086            1          Gd            5        Typ          0        <NA>
## 1087            1          TA            6        Typ          0        <NA>
## 1088            1          Gd            9        Typ          1          Gd
## 1089            1          Gd            7       Maj1          0        <NA>
## 1090            1          Gd            4        Typ          1          Gd
## 1091            2          TA            6        Typ          0        <NA>
## 1092            1          Gd            4        Typ          0        <NA>
## 1093            1          TA            7        Typ          1          Gd
## 1094            1          Gd            6        Typ          0        <NA>
## 1095            1          TA            4        Typ          0        <NA>
## 1096            1          Gd            6        Typ          1          Gd
## 1097            1          Gd            7        Typ          0        <NA>
## 1098            1          Gd            5        Typ          0        <NA>
## 1099            1          TA            6        Typ          0        <NA>
## 1100            1          TA            7        Typ          1          TA
## 1101            1          Fa            3        Typ          0        <NA>
## 1102            1          TA            5        Typ          0        <NA>
## 1103            1          TA            6        Typ          0        <NA>
## 1104            1          TA            6        Typ          1          Fa
## 1105            1          TA            6        Typ          0        <NA>
## 1106            1          Gd            9        Typ          2          TA
## 1107            1          Gd            6        Typ          1          TA
## 1108            1          Gd            9        Typ          1          Gd
## 1109            1          TA            7        Typ          1          TA
## 1110            1          Gd            7        Typ          1          Gd
## 1111            1          TA            8        Typ          1          TA
## 1112            1          TA            8        Typ          1          Gd
## 1113            1          TA            5        Typ          0        <NA>
## 1114            1          Gd            6        Typ          0        <NA>
## 1115            1          Gd            4        Typ          0        <NA>
## 1116            1          Ex            7        Typ          1          Gd
## 1117            1          Gd            7        Typ          1          TA
## 1118            1          Gd            5        Typ          0        <NA>
## 1119            1          TA            6       Min2          0        <NA>
## 1120            1          TA            6        Typ          0        <NA>
## 1121            1          TA            6        Typ          1          Gd
## 1122            1          Gd            7        Typ          0        <NA>
## 1123            1          TA            5        Typ          0        <NA>
## 1124            1          TA            4        Typ          0        <NA>
## 1125            1          Gd            7        Typ          1          TA
## 1126            1          Fa            5        Typ          1          TA
## 1127            1          Gd            7        Typ          1          TA
## 1128            1          Gd            7        Typ          1          Gd
## 1129            1          Gd            8        Typ          1          Gd
## 1130            1          TA            4        Typ          0        <NA>
## 1131            1          Gd            7       Min2          2          TA
## 1132            1          TA            5        Typ          0        <NA>
## 1133            1          Fa            8        Typ          0        <NA>
## 1134            1          Gd            8        Typ          1          TA
## 1135            1          TA            7        Typ          1          TA
## 1136            1          TA            5        Typ          1          Gd
## 1137            1          TA            6        Typ          0        <NA>
## 1138            1          TA            6        Typ          0        <NA>
## 1139            1          Gd            5        Typ          2          TA
## 1140            1          TA            6       Maj1          1          Gd
## 1141            1          TA            4        Typ          0        <NA>
## 1142            1          Gd            9        Typ          1          TA
## 1143            1          Gd           11        Typ          1          TA
## 1144            1          TA            5        Typ          0        <NA>
## 1145            1          Fa            5        Typ          0        <NA>
## 1146            1          TA            8        Typ          1          Gd
## 1147            1          Gd            5        Typ          1          TA
## 1148            1          Fa            7        Typ          1          Gd
## 1149            1          TA            5        Typ          1          Gd
## 1150            1          TA            7        Typ          0        <NA>
## 1151            1          Gd            4        Typ          1          Gd
## 1152            1          Fa            6        Typ          2          Gd
## 1153            1          Ex            6        Typ          1          Gd
## 1154            1          TA            5        Typ          0        <NA>
## 1155            1          Gd            8        Typ          2          Gd
## 1156            1          Gd            6        Typ          1          Fa
## 1157            1          Gd            6        Typ          1          Gd
## 1158            1          Gd            6        Typ          1          Gd
## 1159            1          Gd            7        Typ          0        <NA>
## 1160            1          Gd            8        Typ          1          TA
## 1161            1          TA            7        Typ          1          TA
## 1162            1          Gd            7        Typ          1          Gd
## 1163            1          TA            5        Typ          1          Po
## 1164            2          TA            6        Typ          0        <NA>
## 1165            1          Gd            5        Typ          1          TA
## 1166            1          Gd            7        Typ          0        <NA>
## 1167            1          Gd            7        Typ          0        <NA>
## 1168            1          TA            7        Typ          1          TA
## 1169            1          Gd            7        Typ          2          TA
## 1170            1          Gd           10        Typ          1          TA
## 1171            1          TA            6        Typ          1          Po
## 1172            1          TA            6        Typ          1          TA
## 1173            1          Gd            5        Typ          0        <NA>
## 1174            1          Ex           12       Maj1          1          Gd
## 1175            1          TA            9        Typ          1          Gd
## 1176            1          Gd            9        Typ          1          TA
## 1177            1          TA            5        Typ          0        <NA>
## 1178            1          TA            5        Typ          0        <NA>
## 1179            1          TA            7        Typ          1          Gd
## 1180            1          TA            5       Min2          1          Gd
## 1181            1          TA            8        Typ          0        <NA>
## 1182            1          Gd            5        Typ          1          Gd
## 1183            1          Ex           10        Typ          2          TA
## 1184            1          TA            5        Typ          1          Gd
## 1185            1          TA            5        Typ          2          TA
## 1186            1          TA            7        Typ          0        <NA>
## 1187            2          TA            7        Typ          0        <NA>
## 1188            1          Gd            5        Typ          1          Fa
## 1189            1          Gd            7        Typ          0        <NA>
## 1190            1          Gd            7        Typ          1          TA
##      GarageType GarageYrBlt GarageFinish GarageCars GarageArea GarageQual
## 1        Attchd        2003          RFn          2        548         TA
## 2        Attchd        1976          RFn          2        460         TA
## 3        Attchd        2001          RFn          2        608         TA
## 4        Detchd        1998          Unf          3        642         TA
## 5        Attchd        2000          RFn          3        836         TA
## 6        Attchd        1993          Unf          2        480         TA
## 7        Attchd        2004          RFn          2        636         TA
## 8        Attchd        1973          RFn          2        484         TA
## 9        Detchd        1931          Unf          2        468         Fa
## 10       Attchd        1939          RFn          1        205         Gd
## 11       Detchd        1965          Unf          1        384         TA
## 12      BuiltIn        2005          Fin          3        736         TA
## 13       Detchd        1962          Unf          1        352         TA
## 14       Attchd        2006          RFn          3        840         TA
## 15       Attchd        1960          RFn          1        352         TA
## 16       Detchd        1991          Unf          2        576         TA
## 17       Attchd        1970          Fin          2        480         TA
## 18      CarPort        1967          Unf          2        516         TA
## 19       Detchd        2004          Unf          2        576         TA
## 20       Attchd        1958          Unf          1        294         TA
## 21      BuiltIn        2005          RFn          3        853         TA
## 22       Attchd        1930          Unf          1        280         TA
## 23       Attchd        2002          RFn          2        534         TA
## 24       Attchd        1976          Unf          2        572         TA
## 25       Attchd        1968          Unf          1        270         TA
## 26       Attchd        2007          RFn          3        890         TA
## 27       Detchd        2005          Unf          2        576         TA
## 28       Attchd        2008          RFn          3        772         TA
## 29       Attchd        1957          RFn          1        319         TA
## 30       Detchd        1920          Unf          1        240         Fa
## 31       Detchd        1920          Unf          1        250         TA
## 32       Attchd        1966          Unf          1        271         TA
## 33       Attchd        2007          RFn          2        484         TA
## 34       Attchd        1959          RFn          2        447         TA
## 35       Attchd        2005          Fin          2        556         TA
## 36      BuiltIn        2004          Fin          3        691         TA
## 37       Attchd        1995          Unf          2        672         TA
## 38       Attchd        1954          Fin          2        498         TA
## 39       Detchd        1953          Unf          1        246         TA
## 40         <NA>          NA         <NA>          0          0       <NA>
## 41       Attchd        1965          RFn          2        440         TA
## 42       Attchd        1959          RFn          1        308         TA
## 43       Attchd        1983          RFn          2        504         TA
## 44       Detchd        1977          Unf          1        308         TA
## 45       Attchd        1959          RFn          1        300         TA
## 46       Attchd        2005          RFn          2        576         TA
## 47       Attchd        2003          RFn          2        670         TA
## 48       Attchd        2006          RFn          3        826         TA
## 49         <NA>          NA         <NA>          0          0       <NA>
## 50       Attchd        1966          Unf          1        386         TA
## 51       Attchd        1997          Fin          2        388         TA
## 52       Detchd        1985          Unf          2        528         TA
## 53      CarPort        1963          Unf          2        516         TA
## 54       Attchd        1981          Fin          3        894         TA
## 55       Detchd        1962          Unf          2        572         TA
## 56       Attchd        1964          RFn          2        576         TA
## 57       Attchd        1999          Fin          2        480         TA
## 58       Attchd        2004          RFn          2        565         TA
## 59      BuiltIn        2006          Fin          3        641         TA
## 60       Detchd        1973          Unf          1        352         TA
## 61       Detchd        2006          Unf          2        576         TA
## 62       Detchd        1935          Unf          1        288         TA
## 63       Attchd        2006          RFn          2        484         TA
## 64       Detchd        1990          Unf          2        480         TA
## 65       Attchd        1998          RFn          2        645         TA
## 66      BuiltIn        2004          RFn          3        852         TA
## 67       Attchd        1970          RFn          2        576         TA
## 68       Attchd        2003          RFn          2        558         TA
## 69       Attchd        1945          Unf          1        220         TA
## 70       Attchd        1953          Fin          2        667         TA
## 71       Attchd        1973          Fin          2        516         TA
## 72       Detchd        1987          Unf          2        360         TA
## 73       Attchd        1998          Fin          2        427         TA
## 74       Attchd        1989          Unf          2        490         TA
## 75       Detchd        1915          Unf          1        379         TA
## 76      BuiltIn        1973          Unf          1        297         TA
## 77       Detchd        1956          Unf          1        283         TA
## 78       Detchd        1948          Unf          1        240         TA
## 79         <NA>          NA         <NA>          0          0       <NA>
## 80       Detchd        1966          Unf          2        440         TA
## 81       Attchd        1968          Fin          1        509         TA
## 82       Attchd        1998          Fin          2        405         TA
## 83       Attchd        2007          RFn          3        758         TA
## 84       Detchd        1974          Unf          2        461         TA
## 85      BuiltIn        1995          Fin          2        400         TA
## 86       Attchd        1991          Unf          2        462         TA
## 87      BuiltIn        2005          Fin          2        400         TA
## 88       Detchd        2009          RFn          2        528         TA
## 89         <NA>          NA         <NA>          0          0       <NA>
## 90         <NA>          NA         <NA>          0          0       <NA>
## 91       Detchd        1950          Unf          2        420         TA
## 92       Attchd        1961          Unf          2        480         TA
## 93       Detchd        1921          Unf          2        432         TA
## 94       Detchd        1900          Unf          2        506         TA
## 95       Attchd        1997          RFn          2        684         TA
## 96      BuiltIn        1993          Fin          2        420         TA
## 97       Attchd        1999          RFn          2        472         TA
## 98       Attchd        1965          Fin          1        432         TA
## 99      Basment        1920          Unf          1        366         Fa
## 100        <NA>          NA         <NA>          0          0       <NA>
## 101      Attchd        1977          RFn          2        480         TA
## 102      Attchd        1985          Fin          2        476         TA
## 103      Attchd        1979          Unf          2        410         TA
## 104      Attchd        2009          RFn          3        740         TA
## 105      Detchd        1951          Unf          1        240         TA
## 106      Attchd        2003          RFn          2        648         TA
## 107      Detchd        1954          Unf          1        273         Fa
## 108      Detchd        1948          Unf          1        250         TA
## 109        <NA>          NA         <NA>          0          0       <NA>
## 110      Attchd        1977          RFn          2        546         TA
## 111      Attchd        1954          Unf          1        325         TA
## 112     BuiltIn        2000          Fin          2        400         TA
## 113     BuiltIn        2007          Fin          3        792         TA
## 114     Basment        1953          Unf          2        450         TA
## 115      Detchd        1945          Unf          1        180         TA
## 116      Detchd        1999          Unf          2        440         TA
## 117      Attchd        1962          Unf          1        288         TA
## 118      Attchd        2007          Unf          2        430         TA
## 119      Attchd        1990          Unf          3        594         TA
## 120      Attchd        2005          Fin          2        390         TA
## 121      Attchd        1969          Unf          2        540         TA
## 122      Detchd        1979          Unf          1        264         TA
## 123      Attchd        1958          Unf          1        288         TA
## 124      Attchd        1993          RFn          2        530         TA
## 125      Attchd        1979          Unf          2        435         TA
## 126        <NA>          NA         <NA>          0          0       <NA>
## 127      Attchd        1977          RFn          2        440         TA
## 128        <NA>          NA         <NA>          0          0       <NA>
## 129      Attchd        1966          RFn          2        453         TA
## 130      2Types        1998          RFn          2        750         TA
## 131      Attchd        1966          Fin          2        487         TA
## 132     BuiltIn        2000          RFn          2        390         TA
## 133      Detchd        1974          Unf          2        624         TA
## 134      Attchd        2001          Fin          2        471         TA
## 135      Attchd        1968          RFn          2        440         TA
## 136      Attchd        1970          Unf          2        530         TA
## 137      Attchd        1967          RFn          1        318         TA
## 138      2Types        1989          Unf          3        766         TA
## 139      Attchd        1999          Fin          3        660         TA
## 140      Attchd        1997          RFn          2        470         TA
## 141        <NA>          NA         <NA>          0          0       <NA>
## 142      Attchd        2005          Fin          2        660         TA
## 143      Detchd        2000          Unf          2        720         TA
## 144      Attchd        1999          RFn          2        577         TA
## 145      Detchd        1963          Unf          2        504         TA
## 146      Detchd        2004          Unf          2        380         TA
## 147      Detchd        1931          Unf          1        180         Fa
## 148     BuiltIn        2001          Fin          2        434         TA
## 149        <NA>          NA         <NA>          0          0       <NA>
## 150      Detchd        1936          Unf          1        240         Fa
## 151      Attchd        1975          Unf          2        440         TA
## 152      Attchd        2007          RFn          3        866         TA
## 153      Attchd        1971          RFn          2        495         TA
## 154      Attchd        1960          RFn          2        564         TA
## 155      Detchd        1923          Unf          1        312         Fa
## 156        <NA>          NA         <NA>          0          0       <NA>
## 157      Detchd        1950          Unf          2        625         TA
## 158     BuiltIn        2009          Fin          3        680         TA
## 159      Attchd        2004          RFn          2        678         TA
## 160      Attchd        2006          RFn          2        576         TA
## 161      Attchd        1984          Unf          2        516         TA
## 162     BuiltIn        2003          Fin          3        726         TA
## 163      Attchd        2005          RFn          2        532         TA
## 164        <NA>          NA         <NA>          0          0       <NA>
## 165      Detchd        1926          Unf          1        216         TA
## 166        <NA>          NA         <NA>          0          0       <NA>
## 167      Attchd        1955          Fin          1        303         TA
## 168      Attchd        2007          Fin          3        789         TA
## 169      Attchd        2004          Fin          2        440         TA
## 170      Attchd        1981          RFn          2        511         TA
## 171      Detchd        1991          Unf          2        660         TA
## 172      Attchd        1960          Fin          2        528         TA
## 173      Attchd        1987          RFn          2        504         Gd
## 174      Attchd        1961          Unf          2        504         TA
## 175      Attchd        1986          Fin          2        616         TA
## 176      Attchd        1950          Unf          2        576         TA
## 177      Attchd        1988          Unf          2        521         TA
## 178      Attchd        1958          Unf          2        451         TA
## 179      Attchd        2009          Fin          3       1166         TA
## 180      Detchd        1935          Unf          2        480         Fa
## 181      Detchd        2000          Unf          2        440         TA
## 182      Detchd        1920          Unf          1        216         Fa
## 183      Attchd        1957          RFn          1        252         TA
## 184      Detchd        2003          Unf          2        484         TA
## 185      Attchd        1986          Unf          2        576         TA
## 186      Detchd        1993          Unf          3        840         Ex
## 187      Attchd        1990          Unf          2        497         TA
## 188      Detchd        1916          Unf          1        180         Fa
## 189      Detchd        1979          Unf          2        528         TA
## 190      Attchd        2001          Fin          2        682         TA
## 191      Detchd        1932          Unf          2        440         TA
## 192      Attchd        1972          Fin          2        484         TA
## 193      Attchd        1999          Fin          2        666         TA
## 194      Detchd        2004          Unf          2        380         TA
## 195      Detchd        1989          Unf          1        352         TA
## 196      Attchd        1976          Unf          2        440         TA
## 197      Attchd        2007          Fin          3        786         TA
## 198      Detchd        1918          Unf          2        795         TA
## 199        <NA>          NA         <NA>          0          0       <NA>
## 200      Attchd        2004          Fin          3        856         TA
## 201      Attchd        2003          RFn          2        440         TA
## 202      Detchd        1980          Unf          2        473         TA
## 203      Attchd        1924          Unf          1        398         TA
## 204      Attchd        2004          RFn          2        420         TA
## 205      Detchd        1948          Unf          1        240         TA
## 206      Attchd        1990          RFn          2        500         TA
## 207      Attchd        1962          RFn          1        349         TA
## 208      Attchd        1960          RFn          1        312         TA
## 209      Attchd        1988          Fin          2        454         TA
## 210      Attchd        1964          RFn          2        504         TA
## 211        <NA>          NA         <NA>          0          0       <NA>
## 212      Attchd        2009          RFn          2        460         TA
## 213      Attchd        2009          RFn          2        644         TA
## 214      Attchd        1996          Unf          2        576         TA
## 215      Attchd        1977          Fin          1        299         TA
## 216      Attchd        1957          Unf          1        447         TA
## 217      Attchd        2004          Unf          2        484         TA
## 218      Detchd        1940          Unf          1        210         TA
## 219      Attchd        1939          Unf          2        431         TA
## 220      Attchd        2005          Fin          2        438         TA
## 221      Attchd        2006          RFn          2        675         TA
## 222     BuiltIn        2002          RFn          2        390         TA
## 223      Attchd        1975          RFn          2        434         TA
## 224      Detchd        1989          Unf          2        576         TA
## 225      Attchd        2003          Fin          3        968         TA
## 226      Detchd        1991          Unf          1        280         TA
## 227      Attchd        1995          RFn          3        721         TA
## 228      Detchd        1987          Unf          1        280         TA
## 229      Detchd        1974          Unf          1        336         TA
## 230      Attchd        2005          Fin          2        430         TA
## 231      Attchd        1959          RFn          1        312         TA
## 232      Attchd        1995          Fin          3        810         TA
## 233      Attchd        1972          Unf          1        288         TA
## 234      Attchd        1976          Unf          1        308         TA
## 235     BuiltIn        2002          Fin          2        440         TA
## 236      Detchd        1971          Unf          1        264         TA
## 237      Attchd        2004          RFn          2        494         TA
## 238      Attchd        1993          RFn          2        457         TA
## 239      Attchd        2007          Fin          3        818         TA
## 240      Detchd        1949          Unf          1        220         TA
## 241      Attchd        2008          RFn          2        750         TA
## 242        <NA>          NA         <NA>          0          0       <NA>
## 243      Attchd        1940          Unf          1        352         Fa
## 244      Attchd        1980          RFn          1        288         TA
## 245      Attchd        1994          RFn          2        463         TA
## 246      Attchd        1988          Fin          2        604         TA
## 247      Detchd        1910          Unf          1        440         Po
## 248      Attchd        1954          Unf          2        451         TA
## 249      Attchd        2003          RFn          2        500         TA
## 250      Attchd        1958          Fin          2        389         TA
## 251        <NA>          NA         <NA>          0          0       <NA>
## 252      Attchd        2006          Fin          2        538         TA
## 253      Attchd        2004          RFn          2        520         TA
## 254      Attchd        1964          RFn          1        309         TA
## 255      Attchd        1957          RFn          1        294         TA
## 256     BuiltIn        1999          Fin          2        429         TA
## 257      Attchd        2003          RFn          2        673         TA
## 258      Attchd        2006          RFn          2        660         TA
## 259      Attchd        2001          RFn          2        564         TA
## 260      Detchd        1956          Unf          1        308         TA
## 261      Attchd        1991          Unf          2        884         TA
## 262     BuiltIn        2007          Fin          3        868         TA
## 263      Attchd        1978          Unf          2        492         TA
## 264      Detchd        1974          Unf          2        484         TA
## 265      Detchd        1965          Unf          2        504         TA
## 266      Attchd        1981          Fin          2        576         TA
## 267      Attchd        1997          Fin          2        413         TA
## 268      Detchd        1939          Unf          1        240         TA
## 269      Detchd        1966          Fin          1        924         Ex
## 270      Attchd        1987          RFn          1        504         TA
## 271      Attchd        2006          RFn          3       1053         TA
## 272      Attchd        1954          Unf          2        439         TA
## 273      Attchd        1999          Fin          3        671         TA
## 274      Attchd        1958          RFn          1        338         TA
## 275      Attchd        1982          Unf          1        264         TA
## 276      Detchd        1978          Unf          2        672         TA
## 277      Attchd        2003          Fin          2        573         TA
## 278      Detchd        1951          Unf          2        400         TA
## 279      Attchd        2007          Fin          3        732         TA
## 280      Attchd        1977          Fin          2        505         TA
## 281      Attchd        1989          Fin          2        575         TA
## 282      Attchd        2006          Fin          2        572         TA
## 283      Attchd        2008          RFn          2        626         TA
## 284      Attchd        2008          Fin          3        898         TA
## 285      Attchd        1992          RFn          2        529         TA
## 286      Detchd        2006          RFn          2        528         TA
## 287      Attchd        1962          RFn          2        440         TA
## 288        <NA>          NA         <NA>          0          0       <NA>
## 289      Detchd        1970          Unf          1        280         TA
## 290      Detchd        2003          Unf          1        384         TA
## 291      Attchd        2006          RFn          2        685         Gd
## 292        <NA>          NA         <NA>          0          0       <NA>
## 293      Attchd        1949          Unf          1        281         TA
## 294      Attchd        1977          Fin          2        539         TA
## 295      Attchd        1953          Fin          2        418         TA
## 296      Detchd        1984          Unf          2        588         TA
## 297      Attchd        1950          Unf          1        282         TA
## 298      Detchd        1997          RFn          2        576         TA
## 299      Attchd        1968          Unf          2        539         TA
## 300      Attchd        1950          Unf          1        300         TA
## 301      Attchd        1953          Unf          1        375         TA
## 302     BuiltIn        1998          Fin          2        683         TA
## 303      Attchd        2001          RFn          3        843         TA
## 304      Attchd        1975          Unf          2        552         TA
## 305      Attchd        2003          Unf          3        870         TA
## 306      Attchd        2004          Fin          3        888         TA
## 307      Attchd        1990          RFn          3        746         TA
## 308        <NA>          NA         <NA>          0          0       <NA>
## 309      Detchd        1961          Unf          2        539         TA
## 310      Attchd        2003          Fin          3        708         TA
## 311      Attchd        1993          Fin          2        420         TA
## 312      Detchd        1948          Unf          1        240         TA
## 313      Detchd        1939          Unf          2        410         TA
## 314      Attchd        1965          RFn          2        513         TA
## 315      Detchd        1925          Unf          2        546         Fa
## 316      Attchd        2004          Fin          2        432         TA
## 317      Attchd        1983          RFn          2        484         TA
## 318      Attchd        2006          RFn          3       1025         TA
## 319      Attchd        1993          RFn          3        656         TA
## 320      Attchd        1980          Unf          2        588         TA
## 321      Attchd        2006          RFn          3        840         TA
## 322     BuiltIn        2004          Fin          3        872         TA
## 323      Attchd        1987          Fin          2        576         TA
## 324      Attchd        1955          Unf          1        220         Fa
## 325     BuiltIn        1961          Fin          2        564         TA
## 326      Detchd        1941          Unf          2        360         TA
## 327      Attchd        1993          Fin          2        473         TA
## 328      Attchd        1960          RFn          1        292         TA
## 329      Detchd        1930          Unf          2        441         TA
## 330      Detchd        1920          Unf          1        189         Fa
## 331      Detchd        2002          Unf          1        352         TA
## 332      Attchd        1958          RFn          1        308         TA
## 333      Attchd        2003          RFn          3        880         TA
## 334      Attchd        2004          RFn          2        484         TA
## 335      Attchd        1998          Fin          2        472         TA
## 336      Attchd        1965          Fin          2        529         TA
## 337      Attchd        2005          Fin          3        676         TA
## 338      Attchd        2002          RFn          2        532         TA
## 339      Attchd        1984          RFn          2        440         TA
## 340      Attchd        1958          Unf          1        297         TA
## 341      Attchd        2002          Fin          2        431         TA
## 342     CarPort        1950          Unf          1        294         TA
## 343      Detchd        1949          Unf          2        400         TA
## 344      Attchd        2005          RFn          2        564         TA
## 345      Attchd        1976          Unf          1        336         TA
## 346      Detchd        1939          Unf          1        312         TA
## 347      Attchd        1960          RFn          1        301         TA
## 348      Attchd        1960          Unf          2        498         TA
## 349     BuiltIn        2003          RFn          2        474         TA
## 350      Attchd        2006          Fin          3        706         TA
## 351      Attchd        2007          RFn          2        617         TA
## 352      Attchd        1986          RFn          2        445         TA
## 353      Detchd        1941          Unf          1        200         TA
## 354      Detchd        2005          Unf          2        484         TA
## 355      Attchd        1940          Unf          1        240         TA
## 356      Attchd        1995          RFn          2        521         TA
## 357      Attchd        1992          RFn          2        400         TA
## 358      Attchd        1976          Fin          2        528         TA
## 359     BuiltIn        1958          Unf          1        288         TA
## 360      Attchd        1998          RFn          2        592         TA
## 361      Attchd        1978          RFn          2        470         TA
## 362      Detchd        1940          Unf          1        240         TA
## 363     BuiltIn        2003          RFn          2        672         TA
## 364      Detchd        1972          Unf          1        264         TA
## 365      Attchd        1976          Fin          2        566         TA
## 366      Detchd        1964          Unf          1        468         TA
## 367      Attchd        1963          RFn          2        514         TA
## 368     Basment        1962          RFn          1        296         TA
## 369      Attchd        1954          Fin          1        244         TA
## 370      Detchd        1997          Fin          2        576         TA
## 371      Attchd        2000          RFn          2        460         TA
## 372      Detchd        1991          Fin          2        680         TA
## 373      Attchd        1984          Unf          1        264         TA
## 374      Attchd        1953          Unf          1        270         TA
## 375     BuiltIn        2003          Fin          2        434         TA
## 376        <NA>          NA         <NA>          0          0       <NA>
## 377      Detchd        1998          Unf          2        576         TA
## 378      Attchd        2004          RFn          2        610         TA
## 379      Attchd        2010          Fin          3        834         TA
## 380      Attchd        2000          Fin          2        463         TA
## 381      Detchd        1924          Unf          1        308         TA
## 382      Attchd        2006          RFn          2        572         TA
## 383      Attchd        2006          RFn          2        639         TA
## 384      Detchd        1950          Unf          2        360         Fa
## 385      Attchd        1992          Fin          2        501         TA
## 386      Attchd        2004          Fin          2        430         TA
## 387        <NA>          NA         <NA>          0          0       <NA>
## 388      Detchd        1977          Unf          1        352         TA
## 389      Attchd        1999          RFn          2        577         TA
## 390     BuiltIn        2008          Fin          3        846         TA
## 391      Detchd        1978          Unf          1        384         TA
## 392     BuiltIn        2001          Fin          2        560         TA
## 393      Attchd        1959          RFn          1        294         TA
## 394        <NA>          NA         <NA>          0          0       <NA>
## 395      Detchd        1940          Unf          1        240         TA
## 396      Attchd        1956          Unf          1        596         TA
## 397      Detchd        1985          RFn          2        600         TA
## 398      Attchd        1962          RFn          1        264         TA
## 399      Detchd        1920          Unf          1        338         Po
## 400      Attchd        2007          Fin          2        438         TA
## 401      Attchd        1996          Fin          2        500         TA
## 402      Attchd        2005          Fin          2        400         TA
## 403      Detchd        1940          Unf          1        240         TA
## 404     BuiltIn        1998          Fin          2        420         TA
## 405     BuiltIn        1995          Fin          2        373         TA
## 406      Attchd        1993          Unf          2        490         TA
## 407      Detchd        1936          Unf          1        240         TA
## 408      Attchd        1960          Unf          1        308         TA
## 409      Attchd        2006          RFn          3        947         TA
## 410      Attchd        2008          Fin          3        836         TA
## 411      Attchd        1958          Unf          1        350         TA
## 412      Attchd        1955          Fin          2        572         TA
## 413      Attchd        2009          Fin          2        484         TA
## 414      Detchd        1927          Unf          2        360         TA
## 415      Attchd        1993          Unf          3        678         TA
## 416      Attchd        2007          Fin          2        396         TA
## 417      Attchd        1978          Fin          2        440         TA
## 418      Detchd        1918          Unf          3        864         TA
## 419      Detchd        1940          Unf          1        240         TA
## 420      Attchd        1968          Unf          1        304         TA
## 421      Attchd        1997          Fin          4        784         TA
## 422      Attchd        1977          Fin          2        529         TA
## 423      Attchd        1954          RFn          2        520         TA
## 424      Attchd        1998          Fin          3        696         TA
## 425      Attchd        1956          RFn          1        297         TA
## 426      Detchd        1947          Unf          1        240         TA
## 427      Attchd        1989          Fin          2        569         TA
## 428      Detchd        1964          Unf          1        352         TA
## 429      Attchd        2007          RFn          2        628         TA
## 430      Attchd        1988          Unf          2        576         TA
## 431      Detchd        1971          Unf          1        264         TA
## 432        <NA>          NA         <NA>          0          0       <NA>
## 433      Detchd        1971          Unf          2        440         TA
## 434      Attchd        1997          Fin          2        470         TA
## 435        <NA>          NA         <NA>          0          0       <NA>
## 436      Attchd        1996          RFn          2        550         TA
## 437      Detchd        1990          Unf          2        440         TA
## 438      Detchd        1926          Unf          1        180         TA
## 439      Detchd        1990          Unf          1        352         Gd
## 440      Detchd        2005          Unf          2        528         TA
## 441      Attchd        2008          Fin          3        672         TA
## 442        <NA>          NA         <NA>          0          0       <NA>
## 443      Detchd        1930          Unf          2        360         TA
## 444      Attchd        2007          Fin          3        648         TA
## 445      Attchd        1994          Unf          2        493         TA
## 446      Attchd        1956          Unf          2        480         TA
## 447      Attchd        1966          Fin          2        578         TA
## 448      Attchd        1998          Fin          2        431         TA
## 449      Detchd        1937          Unf          1        198         TA
## 450      Detchd        1981          Unf          1        308         TA
## 451      Detchd        1932          Unf          1        270         Fa
## 452      Attchd        1975          Unf          2        576         TA
## 453      Attchd        1996          Fin          2        422         TA
## 454      Attchd        2008          RFn          2        676         TA
## 455      Detchd        1976          Unf          2        560         TA
## 456      Attchd        1973          Unf          2        528         TA
## 457      Detchd        1916          Unf          3        513         Fa
## 458      Attchd        1954          Fin          2        529         TA
## 459      Detchd        1925          Unf          1        228         TA
## 460      Detchd        1950          Unf          1        352         TA
## 461     BuiltIn        2009          Fin          2        552         TA
## 462      Detchd        1971          RFn          2        576         TA
## 463      Detchd        1965          Unf          1        360         TA
## 464      Detchd        1939          Unf          1        240         TA
## 465        <NA>          NA         <NA>          0          0       <NA>
## 466      Attchd        2004          Fin          2        398         TA
## 467      Attchd        1970          Unf          2        526         TA
## 468      Attchd        1942          Unf          1        312         TA
## 469      Attchd        2006          RFn          3        866         TA
## 470      Attchd        1993          RFn          2        506         TA
## 471      Attchd        1985          RFn          2        528         TA
## 472      Attchd        1977          RFn          2        534         TA
## 473     Basment        2005          RFn          2        525         TA
## 474      Attchd        2006          RFn          3        908         TA
## 475      Attchd        2000          RFn          2        499         TA
## 476      Detchd        1996          Unf          2        624         TA
## 477      Attchd        1997          Fin          2        508         TA
## 478     BuiltIn        2006          Fin          3        694         TA
## 479      Attchd        2007          RFn          3        826         TA
## 480      Detchd        1995          Unf          2        672         TA
## 481      Attchd        2004          Fin          3        772         TA
## 482      Attchd        2003          Fin          3        874         TA
## 483      Attchd        1915          Unf          1        164         Fa
## 484      Attchd        1998          Unf          2        402         TA
## 485      Detchd        1963          Unf          1        264         TA
## 486      Attchd        1950          Unf          1        264         TA
## 487      Attchd        1965          RFn          2        515         TA
## 488      Attchd        1971          Unf          2        487         TA
## 489      Attchd        1970          Unf          2        520         TA
## 490      Attchd        1970          Unf          1        286         TA
## 491     BuiltIn        1976          Fin          1        336         TA
## 492      Attchd        1941          Unf          1        240         TA
## 493      Attchd        2006          RFn          2        429         TA
## 494      Detchd        1964          Unf          1        308         TA
## 495      Attchd        1938          Unf          1        273         TA
## 496        <NA>          NA         <NA>          0          0       <NA>
## 497      Attchd        1992          RFn          2        546         TA
## 498      Detchd        1925          Unf          1        240         TA
## 499      Attchd        1967          Fin          1        288         TA
## 500      Attchd        1958          Fin          1        297         TA
## 501      Detchd        1973          Unf          1        264         TA
## 502      Attchd        2005          RFn          2        603         TA
## 503      Detchd        1965          Unf          2        461         Fa
## 504      Attchd        1959          Fin          2        484         TA
## 505      Attchd        1974          Unf          2        440         TA
## 506      Detchd        1952          Unf          2        400         TA
## 507      Attchd        1993          RFn          2        471         TA
## 508      Attchd        2009          Fin          2        676         TA
## 509      Detchd        1928          Unf          2        360         TA
## 510      Attchd        1959          RFn          1        270         TA
## 511     CarPort        1951          Unf          1        288         TA
## 512      Attchd        2005          RFn          2        474         TA
## 513      Detchd        1964          Unf          2        624         TA
## 514      Attchd        1983          Unf          2        484         TA
## 515      Detchd        1926          Unf          1        200         Po
## 516      Attchd        2009          Fin          3        900         TA
## 517      Attchd        1972          RFn          2        583         TA
## 518      Attchd        1996          RFn          3        889         TA
## 519      Attchd        1998          RFn          2        546         TA
## 520      Detchd        1926          Unf          1        282         TA
## 521        <NA>          NA         <NA>          0          0       <NA>
## 522      Attchd        1957          Unf          1        336         TA
## 523      Detchd        1950          Unf          2        420         TA
## 524     BuiltIn        2007          Fin          3        884         TA
## 525      Attchd        1996          Fin          3        834         TA
## 526      Attchd        2005          Unf          2        453         TA
## 527      Attchd        1956          Unf          1        252         TA
## 528      Attchd        2008          Fin          3        858         TA
## 529        <NA>          NA         <NA>          0          0       <NA>
## 530      Attchd        1975          RFn          2        484         TA
## 531      Attchd        1988          RFn          2        600         TA
## 532      Detchd        1920          Fin          2        502         TA
## 533      Detchd        1967          Unf          1        392         TA
## 534        <NA>          NA         <NA>          0          0       <NA>
## 535      Attchd        2004          Fin          2        403         TA
## 536        <NA>          NA         <NA>          0          0       <NA>
## 537      Attchd        1998          Fin          2        527         TA
## 538      Detchd        1980          Unf          2        576         TA
## 539      Attchd        1968          Unf          1        336         TA
## 540      Attchd        2001          RFn          2        670         TA
## 541      Attchd        2006          Fin          3        765         TA
## 542     BuiltIn        2000          Fin          3        648         TA
## 543      Attchd        1998          Fin          2        583         TA
## 544      Attchd        1998          Fin          1        367         TA
## 545      Attchd        2006          RFn          2        426         TA
## 546      Attchd        1988          Unf          3        786         TA
## 547      Detchd        1950          Unf          2        440         TA
## 548      Detchd        1987          Unf          2        624         TA
## 549      Detchd        1963          RFn          2        720         TA
## 550     BuiltIn        2003          Fin          2        615         TA
## 551      Attchd        1977          RFn          2        440         TA
## 552      Attchd        1957          Fin          1        288         TA
## 553      Attchd        2006          RFn          3        908         TA
## 554      Detchd        2002          Fin          2        520         TA
## 555     BuiltIn        2003          RFn          3        871         TA
## 556      Detchd        1922          Unf          1        280         TA
## 557      Attchd        1957          Fin          1        299         TA
## 558     CarPort        1994          Unf          1        570         TA
## 559      Attchd        1996          Unf          2        406         TA
## 560      Attchd        2003          Fin          2        420         TA
## 561      Detchd        1957          Unf          2        528         TA
## 562      Attchd        1975          RFn          2        418         TA
## 563        <NA>          NA         <NA>          0          0       <NA>
## 564      Detchd        1955          Fin          2        396         TA
## 565      Attchd        1992          RFn          2        590         TA
## 566      Detchd        1920          Unf          1        216         TA
## 567     BuiltIn        2005          Fin          3        656         TA
## 568      Attchd        2004          RFn          2        532         TA
## 569     BuiltIn        1983          Fin          2        612         Gd
## 570      Detchd        1979          Unf          2        600         TA
## 571      Detchd        1987          Unf          2        576         TA
## 572      Attchd        1959          Unf          1        288         TA
## 573      Attchd        2009          RFn          2        650         TA
## 574     BuiltIn        2000          RFn          2        400         TA
## 575     BuiltIn        1971          Unf          1        288         TA
## 576      Detchd        1947          Unf          1        336         TA
## 577      Detchd        1928          Unf          1        216         TA
## 578      Attchd        1966          RFn          2        564         TA
## 579      Detchd        2007          Unf          2        540         TA
## 580      Attchd        1954          Unf          1        352         Fa
## 581      Attchd        1960          Unf          2        572         TA
## 582      Attchd        2009          RFn          3       1390         TA
## 583        <NA>          NA         <NA>          0          0       <NA>
## 584      Detchd        1988          Unf          2        880         Gd
## 585      Detchd        1935          Unf          1        240         TA
## 586      Attchd        2005          RFn          3        880         TA
## 587      Detchd        1961          Fin          1        275         TA
## 588      Detchd        1996          Unf          2        528         TA
## 589      Attchd        1968          Unf          1        452         TA
## 590      Detchd        1988          Unf          1        308         TA
## 591      Attchd        2004          RFn          2        520         TA
## 592     BuiltIn        2008          RFn          3        842         TA
## 593      Detchd        1985          Fin          2        816         TA
## 594      Attchd        2003          Fin          2        420         TA
## 595      Detchd        1981          Unf          1        280         TA
## 596      Attchd        2005          Fin          3        758         TA
## 597      Detchd        1930          Unf          1        216         TA
## 598      Attchd        2006          Fin          3        648         TA
## 599      Attchd        1977          Fin          2        621         TA
## 600      Attchd        1980          Fin          2        452         TA
## 601     BuiltIn        2003          Fin          2        736         TA
## 602      Detchd        1979          Unf          1        544         TA
## 603      Attchd        1992          Fin          2        506         TA
## 604      Detchd        2004          RFn          2        480         TA
## 605      Attchd        2002          RFn          2        530         TA
## 606      Attchd        1965          Unf          2        486         TA
## 607      Detchd        2000          Unf          2        576         TA
## 608      Attchd        1948          Unf          1        230         TA
## 609     Basment        1934          Unf          2        380         TA
## 610      Attchd        1961          Unf          1        261         TA
## 611      Attchd        2000          Fin          3        736         TA
## 612      Attchd        1978          Unf          2        564         TA
## 613     BuiltIn        2001          RFn          2        531         TA
## 614        <NA>          NA         <NA>          0          0       <NA>
## 615        <NA>          NA         <NA>          0          0       <NA>
## 616      Attchd        1963          RFn          2        480         TA
## 617      Attchd        2002          Fin          2        393         TA
## 618      Detchd        1962          Unf          2        528         TA
## 619      Attchd        2007          Unf          3        774         TA
## 620      Attchd        2003          Fin          3        749         TA
## 621        <NA>          NA         <NA>          0          0       <NA>
## 622      Attchd        1974          RFn          2        624         TA
## 623      Detchd        1986          Unf          2        484         TA
## 624      Detchd        2000          Unf          2        440         TA
## 625      Attchd        1972          RFn          2        484         TA
## 626      Attchd        1962          Unf          2        440         TA
## 627      Attchd        1960          RFn          1        286         TA
## 628     Basment        1955          RFn          1        364         TA
## 629      Attchd        1969          Unf          2        504         TA
## 630      Attchd        1964          RFn          2        520         TA
## 631      Detchd        1937          Unf          1        240         Fa
## 632      Attchd        2006          RFn          2        627         TA
## 633      Attchd        1977          Fin          2        544         TA
## 634      Attchd        1954          Unf          1        260         TA
## 635      Detchd        1980          Unf          2        576         TA
## 636        <NA>          NA         <NA>          0          0       <NA>
## 637        <NA>          NA         <NA>          0          0       <NA>
## 638     BuiltIn        1954          Unf          1        256         TA
## 639        <NA>          NA         <NA>          0          0       <NA>
## 640      Attchd        2006          Fin          3        648         TA
## 641      Attchd        2003          RFn          2        588         TA
## 642      Attchd        2001          Fin          2        650         TA
## 643      Attchd        1972          Fin          2        538         TA
## 644      Attchd        1969          Fin          2        462         TA
## 645      Attchd        2009          Fin          3        478         TA
## 646      Detchd        1979          Unf          2        576         TA
## 647      Detchd        1950          Unf          2        420         TA
## 648      Attchd        1953          RFn          2        495         TA
## 649      Attchd        1966          Unf          2        442         TA
## 650        <NA>          NA         <NA>          0          0       <NA>
## 651      Attchd        2007          RFn          2        562         TA
## 652      Detchd        1940          Unf          1        296         Fa
## 653      Attchd        1996          RFn          2        512         TA
## 654      Detchd        1906          Unf          1        216         TA
## 655      Attchd        1995          Fin          3        839         TA
## 656      Detchd        1971          Unf          1        264         TA
## 657      Attchd        1959          RFn          1        312         TA
## 658      Attchd        1931          RFn          1        270         TA
## 659      Attchd        1948          Unf          1        330         TA
## 660      Detchd        1968          Fin          2        480         TA
## 661      Attchd        1976          RFn          2        550         TA
## 662      Attchd        1994          RFn          3        711         TA
## 663      Attchd        1968          RFn          2        576         TA
## 664      Detchd        1974          RFn          2        588         TA
## 665      Attchd        2005          Fin          3       1134         TA
## 666      Attchd        2000          RFn          2        504         TA
## 667     CarPort        1965          Unf          2        596         TA
## 668      Attchd        1994          RFn          2        575         TA
## 669      Detchd        1999          Unf          2        576         TA
## 670      Detchd        1922          Unf          1        252         TA
## 671      Attchd        2005          Fin          2        540         TA
## 672      Detchd        1930          Unf          1        300         TA
## 673      Attchd        1977          RFn          2        546         TA
## 674      Attchd        1957          Fin          2        416         TA
## 675      Attchd        1965          RFn          1        384         TA
## 676      Attchd        1978          Unf          2        440         TA
## 677      2Types        1920          Unf          3        779         Fa
## 678      Detchd        1924          Unf          1        240         Fa
## 679      Attchd        2008          Fin          3        834         TA
## 680      Detchd        1963          Unf          2        572         TA
## 681      Attchd        1980          RFn          1        264         TA
## 682      Detchd        1968          Unf          1        281         TA
## 683      Attchd        1996          Unf          2        431         TA
## 684      Attchd        2002          Fin          3        702         TA
## 685      Attchd        1998          Fin          2        486         TA
## 686      Attchd        1984          Fin          2        577         TA
## 687      Attchd        2007          Fin          2        578         TA
## 688      Detchd        2004          Unf          2        480         TA
## 689      Attchd        2007          RFn          2        567         TA
## 690      Attchd        2005          RFn          2        460         TA
## 691      Attchd        2004          RFn          2        420         TA
## 692      Attchd        1994          Fin          3        832         TA
## 693      Attchd        1989          RFn          2        628         TA
## 694      Detchd        1968          Unf          1        326         TA
## 695      Detchd        1995          Unf          2        576         TA
## 696      Attchd        1987          Unf          2        551         TA
## 697      Detchd        1921          Unf          1        205         TA
## 698      Detchd        1952          Unf          1        308         TA
## 699      Detchd        1973          Unf          1        336         TA
## 700      Attchd        2004          RFn          2        530         TA
## 701      Attchd        2002          Fin          3        765         TA
## 702      Attchd        1969          Unf          2        528         TA
## 703     BuiltIn        2006          Fin          3        666         TA
## 704      Detchd        1999          Unf          2        672         TA
## 705      Attchd        2004          RFn          2        606         TA
## 706        <NA>          NA         <NA>          0          0       <NA>
## 707      Attchd        1971          Unf          2        739         TA
## 708      Attchd        2006          Fin          2        550         TA
## 709      Attchd        2007          Fin          2        400         TA
## 710      Attchd        1966          Unf          1        408         TA
## 711        <NA>          NA         <NA>          0          0       <NA>
## 712      Detchd        1964          RFn          1        384         TA
## 713      Attchd        1988          Fin          2        472         TA
## 714      Detchd        1970          Unf          2        576         TA
## 715      Attchd        1976          RFn          2        475         TA
## 716      Attchd        1974          RFn          2        478         TA
## 717      Detchd        1996          Unf          2        704         TA
## 718      Attchd        1973          Unf          2        439         TA
## 719      Attchd        1993          RFn          3        983         TA
## 720      Attchd        1969          Unf          1        300         TA
## 721      Attchd        1985          RFn          2        564         TA
## 722      Attchd        2004          RFn          2        420         TA
## 723      Detchd        1994          Unf          2        463         TA
## 724      Detchd        1958          Unf          1        548         TA
## 725      Attchd        2007          Fin          3        768         TA
## 726      Detchd        1989          Unf          2        660         TA
## 727      Attchd        1988          Fin          2        540         TA
## 728      Attchd        2007          RFn          2        632         TA
## 729      Detchd        1968          Unf          3        888         TA
## 730      Detchd        1962          Unf          2        539         TA
## 731      Attchd        1995          RFn          2        608         TA
## 732      Attchd        2003          Fin          2        438         TA
## 733      Attchd        1998          Fin          2        541         TA
## 734      Attchd        1961          RFn          1        264         TA
## 735      Attchd        1968          Unf          1        300         TA
## 736      Detchd        1914          Unf          2        320         TA
## 737      Detchd        1949          Unf          2        400         TA
## 738      Attchd        2005          Fin          3        800         TA
## 739        <NA>          NA         <NA>          0          0       <NA>
## 740      Attchd        2004          RFn          2        572         TA
## 741      Detchd        1910          Unf          2        360         TA
## 742      Detchd        1962          Unf          1        288         TA
## 743      Attchd        2000          Unf          2        539         TA
## 744      Attchd        1997          RFn          2        480         TA
## 745      Attchd        1993          RFn          2        462         TA
## 746     BuiltIn        1994          Fin          2        831         TA
## 747     BuiltIn        2000          Fin          2        554         TA
## 748      Detchd        1950          Unf          4        864         TA
## 749      Attchd        1996          Fin          2        527         TA
## 750      Detchd        1945          Unf          1        240         TA
## 751        <NA>          NA         <NA>          0          0       <NA>
## 752      Attchd        2003          Fin          2        400         TA
## 753      Attchd        1997          RFn          2        576         TA
## 754      Attchd        2005          RFn          3        878         TA
## 755      Detchd        1969          RFn          2        440         TA
## 756      Detchd        1999          Unf          2        440         TA
## 757      Attchd        2007          RFn          2        578         TA
## 758      Attchd        1978          Fin          2        440         TA
## 759      Detchd        1999          Unf          2        440         TA
## 760      Attchd        1995          RFn          3        752         TA
## 761      Detchd        2008          Unf          1        300         Ex
## 762      Detchd        1965          Unf          2        440         TA
## 763      Attchd        2009          Unf          2        614         TA
## 764      Attchd        1999          RFn          3        856         TA
## 765      Attchd        1995          Fin          2        481         TA
## 766      Attchd        2008          Fin          2        592         TA
## 767      Attchd        1988          Unf          2        496         TA
## 768      Attchd        1989          Unf          1        423         TA
## 769      Attchd        2004          Fin          2        484         TA
## 770     BuiltIn        2003          Fin          3        841         TA
## 771      Detchd        1983          Unf          2        576         TA
## 772      Detchd        1951          Unf          2        396         TA
## 773      Detchd        1976          Unf          2        672         TA
## 774      Attchd        1958          RFn          1        275         TA
## 775      Attchd        2006          Fin          3        895         TA
## 776      Attchd        1998          Fin          2        412         TA
## 777      Attchd        2005          RFn          3        865         TA
## 778      Attchd        1974          Unf          2        440         TA
## 779      Detchd        1977          Unf          2        630         TA
## 780      Attchd        1977          Unf          2        504         TA
## 781      Attchd        1995          Fin          2        402         TA
## 782      Attchd        1992          RFn          2        484         TA
## 783      Attchd        2001          RFn          2        605         TA
## 784      Attchd        1978          Fin          2        602         TA
## 785        <NA>          NA         <NA>          0          0       <NA>
## 786      Attchd        1967          Unf          2        457         TA
## 787      Detchd        1961          Unf          1        416         TA
## 788     BuiltIn        2004          RFn          2        618         TA
## 789      Detchd        1954          Unf          1        281         Fa
## 790      Attchd        1966          Fin          2        444         TA
## 791      Attchd        2005          Fin          2        397         TA
## 792      Attchd        1976          RFn          2        539         TA
## 793      Attchd        1997          Unf          2        455         TA
## 794      Attchd        2007          Fin          2        474         TA
## 795      Attchd        1994          Fin          2        409         TA
## 796      Attchd        1980          Unf          2        476         TA
## 797      Attchd        1977          RFn          2        528         TA
## 798      Attchd        1953          Unf          1        240         TA
## 799     BuiltIn        2009          Fin          3        820         TA
## 800      Detchd        1939          Unf          1        240         TA
## 801      Attchd        1997          RFn          2        603         TA
## 802      Detchd        1957          Unf          2        440         TA
## 803      Attchd        2005          Fin          2        410         TA
## 804     BuiltIn        2009          RFn          3       1020         TA
## 805      Attchd        1954          Unf          1        286         TA
## 806      Attchd        2008          RFn          2        554         TA
## 807      Attchd        1967          Fin          1        384         TA
## 808      Attchd        1923          RFn          2        528         TA
## 809      Attchd        1966          RFn          2        484         TA
## 810      Detchd        1910          Unf          2        360         Fa
## 811      Attchd        1974          RFn          2        484         TA
## 812      Attchd        2004          Fin          2        420         TA
## 813     Basment        1952          Unf          2        504         TA
## 814      Attchd        1958          RFn          1        301         TA
## 815      Detchd        1955          Unf          1        280         TA
## 816      Attchd        1998          RFn          2        598         TA
## 817      Attchd        1954          RFn          1        275         TA
## 818      Attchd        2002          RFn          3        857         TA
## 819      Attchd        1971          Unf          2        440         TA
## 820      Attchd        2010          RFn          2        484         TA
## 821      Attchd        2003          RFn          2        595         TA
## 822      Detchd        1974          Unf          2        576         TA
## 823     BuiltIn        2003          Fin          2        433         TA
## 824      Detchd        1940          Unf          1        240         TA
## 825      Attchd        2006          RFn          2        776         TA
## 826      Attchd        2007          Fin          3       1220         TA
## 827        <NA>          NA         <NA>          0          0       <NA>
## 828      Attchd        2001          RFn          2        527         TA
## 829      Attchd        1967          Fin          2        538         TA
## 830      Detchd        2005          RFn          2        480         TA
## 831      Attchd        1957          RFn          2        458         TA
## 832      Detchd        2005          RFn          2        480         TA
## 833      Attchd        2003          RFn          2        613         TA
## 834      Attchd        1964          RFn          2        472         TA
## 835      Attchd        1961          Unf          2        456         TA
## 836      Attchd        1996          Unf          2        436         TA
## 837      Detchd        1948          Unf          2        812         TA
## 838      Detchd        1973          Unf          1        264         TA
## 839      Attchd        1999          Unf          1        352         TA
## 840      Detchd        1946          Unf          1        240         TA
## 841      Detchd        1934          Unf          1        400         TA
## 842      Detchd        1983          Unf          2        686         Gd
## 843      Attchd        1966          RFn          2        490         Gd
## 844        <NA>          NA         <NA>          0          0       <NA>
## 845      Detchd        1949          Unf          3        720         TA
## 846     Basment        1975          Fin          2        611         TA
## 847      Attchd        1993          Unf          2        425         TA
## 848      Attchd        1972          Unf          1        338         TA
## 849      Detchd        1908          Unf          2        360         Fa
## 850      Attchd        1976          RFn          2        512         TA
## 851      Attchd        2003          Fin          2        420         TA
## 852      Attchd        2003          Fin          2        400         TA
## 853      Detchd        1941          Unf          1        240         TA
## 854      Attchd        1964          RFn          2        645         TA
## 855      Attchd        1955          Unf          2        454         TA
## 856      Detchd        1962          Unf          1        260         TA
## 857      Detchd        1981          Unf          2        576         TA
## 858      Attchd        1994          Fin          2        343         TA
## 859      Attchd        1976          RFn          2        479         TA
## 860      Attchd        1968          Unf          2        619         TA
## 861      Detchd        1925          Unf          1        216         TA
## 862      Attchd        1965          Unf          2        504         TA
## 863      Attchd        1986          Unf          2        480         TA
## 864      Attchd        1959          Unf          1        672         TA
## 865      Attchd        2008          Fin          2        529         TA
## 866      Detchd        1973          Unf          2        902         TA
## 867      Attchd        2007          RFn          3        870         TA
## 868      Attchd        1961          RFn          2        544         TA
## 869      Attchd        1979          Unf          2        672         TA
## 870      Attchd        1993          Fin          2        574         TA
## 871      Detchd        1962          Unf          1        308         TA
## 872      Attchd        1998          RFn          2        523         TA
## 873      Attchd        1953          Unf          2        414         TA
## 874      Attchd        1949          Unf          1        288         TA
## 875      Detchd        1941          Unf          1        200         TA
## 876     BuiltIn        2007          Fin          2        550         TA
## 877      Attchd        1963          Unf          2        648         TA
## 878      Attchd        2004          Fin          3        738         TA
## 879      Detchd        1987          Unf          2        576         TA
## 880      Attchd        1978          Unf          1        336         TA
## 881      Attchd        2005          Fin          2        450         TA
## 882      Attchd        1990          RFn          2        400         TA
## 883     BuiltIn        1993          RFn          2        389         TA
## 884      Detchd        1997          Unf          1        440         TA
## 885      Attchd        1967          RFn          1        288         TA
## 886      Attchd        1999          Fin          2        506         TA
## 887      Attchd        2005          Fin          2        588         TA
## 888      Attchd        1955          Unf          1        300         TA
## 889      Attchd        1970          Unf          2        621         TA
## 890      Attchd        1953          RFn          2        505         TA
## 891      Detchd        2003          Unf          2        576         TA
## 892      Attchd        1978          RFn          2        440         TA
## 893      Attchd        1963          RFn          1        264         TA
## 894      Attchd        1954          Unf          1        354         TA
## 895      Attchd        1979          Unf          2        400         TA
## 896      Attchd        1963          RFn          2        483         TA
## 897      Detchd        1936          Unf          1        327         TA
## 898      Detchd        1979          Unf          2        528         TA
## 899      Attchd        2009          Fin          3        820         TA
## 900      Attchd        1961          Unf          1        288         TA
## 901      Detchd        1979          Unf          1        684         TA
## 902      Detchd        1968          Unf          1        756         TA
## 903      Attchd        2003          Fin          2        393         TA
## 904      Attchd        2006          RFn          3        690         TA
## 905      Attchd        1967          Unf          1        288         TA
## 906      Attchd        1954          RFn          1        280         TA
## 907      Attchd        2006          RFn          3        865         TA
## 908      Attchd        1936          Fin          1        180         Fa
## 909      Attchd        1983          Unf          2        484         TA
## 910      Attchd        2005          Fin          2        390         TA
## 911      Detchd        1960          Unf          2        480         TA
## 912      Detchd        1978          Unf          1        252         TA
## 913      Detchd        1925          Unf          1        450         TA
## 914      2Types        1949          Unf          3        871         TA
## 915      Detchd        2009          RFn          2        528         TA
## 916      Attchd        1970          Unf          1        286         TA
## 917      Detchd        1958          Unf          1        308         TA
## 918      Attchd        1956          RFn          1        284         TA
## 919      Attchd        1991          RFn          3        833         TA
## 920      Attchd        1990          Unf          2        601         TA
## 921      Attchd        1994          RFn          2        471         TA
## 922        <NA>          NA         <NA>          0          0       <NA>
## 923      Attchd        2005          Fin          2        397         TA
## 924      Attchd        1993          RFn          2        533         TA
## 925      Attchd        1980          Unf          2        612         TA
## 926      Attchd        1977          RFn          2        540         TA
## 927     BuiltIn        2003          Fin          3        656         TA
## 928      Attchd        1968          RFn          2        486         TA
## 929      Attchd        2001          RFn          2        522         TA
## 930     BuiltIn        1997          Fin          2        642         TA
## 931      Attchd        2007          Fin          3        610         TA
## 932      Detchd        1965          Unf          1        429         TA
## 933      Attchd        2006          Fin          3        788         TA
## 934      Attchd        2004          RFn          2        570         TA
## 935      Attchd        1960          RFn          2        505         TA
## 936      Detchd        1953          Unf          2        528         TA
## 937      Attchd        2003          RFn          2        555         TA
## 938      Attchd        2005          RFn          2        689         TA
## 939      Attchd        2006          RFn          3        868         TA
## 940      Attchd        1940          Unf          1        349         TA
## 941      Attchd        1976          Unf          2        574         TA
## 942     BuiltIn        1999          RFn          2        390         TA
## 943        <NA>          NA         <NA>          0          0       <NA>
## 944      Attchd        1967          Unf          2        576         TA
## 945     Basment        1958          RFn          2        525         TA
## 946      Detchd        1963          Unf          2        456         TA
## 947      Attchd        1959          RFn          1        796         TA
## 948      Attchd        2002          Fin          3        808         TA
## 949      Attchd        2002          RFn          2        474         TA
## 950      Attchd        1972          RFn          2        676         TA
## 951      Detchd        1980          RFn          2        720         TA
## 952      Detchd        1979          Unf          1        300         TA
## 953      Detchd        1974          Fin          1        396         TA
## 954      Attchd        1969          RFn          2        530         TA
## 955        <NA>          NA         <NA>          0          0       <NA>
## 956      Attchd        1946          Unf          2        492         TA
## 957      Attchd        1980          Fin          2        462         TA
## 958      Detchd        1977          Fin          2        576         TA
## 959      Attchd        2003          RFn          2        531         TA
## 960      Detchd        1999          Unf          2        484         TA
## 961        <NA>          NA         <NA>          0          0       <NA>
## 962      Attchd        1977          Fin          2        619         TA
## 963      Detchd        1976          Unf          2        440         TA
## 964      Attchd        2007          Fin          2        702         TA
## 965     BuiltIn        2002          Fin          2        510         TA
## 966      Attchd        2005          Fin          2        393         TA
## 967      Detchd        1940          Unf          1        256         TA
## 968      Attchd        1955          Unf          1        260         TA
## 969        <NA>          NA         <NA>          0          0       <NA>
## 970      Attchd        1958          RFn          1        264         TA
## 971        <NA>          NA         <NA>          0          0       <NA>
## 972     BuiltIn        2003          RFn          2        474         TA
## 973      Attchd        1979          Unf          1        264         TA
## 974      Attchd        2007          Fin          2        480         TA
## 975      Detchd        1997          Unf          2        532         TA
## 976      Detchd        2000          Unf          2        490         TA
## 977        <NA>          NA         <NA>          0          0       <NA>
## 978      Attchd        2007          Fin          2        569         TA
## 979      Detchd        1999          Unf          2        400         TA
## 980      Detchd        1963          Unf          2        480         TA
## 981      Attchd        1961          RFn          2        588         TA
## 982      Attchd        1998          Fin          3        676         TA
## 983      Attchd        2007          Fin          2        388         TA
## 984      Attchd        2002          Unf          2        779         TA
## 985      Attchd        1977          Unf          2        539         TA
## 986      Detchd        1950          Unf          1        240         TA
## 987      Attchd        1950          Unf          1        255         Fa
## 988      Attchd        2010          Fin          3        606         TA
## 989      Attchd        1976          Fin          2        551         TA
## 990      Attchd        2006          RFn          2        614         TA
## 991      Attchd        1997          Fin          3        870         TA
## 992      Attchd        1925          Unf          2        424         TA
## 993      Attchd        1964          RFn          2        440         TA
## 994      Attchd        2005          RFn          2        564         TA
## 995      Attchd        2008          Fin          3        786         TA
## 996      Detchd        1946          Unf          1        305         TA
## 997      Attchd        1961          Unf          1        368         TA
## 998      Attchd        1970          RFn          2        615         TA
## 999      Detchd        1922          Unf          1        210         TA
## 1000     Attchd        2006          RFn          2        632         TA
## 1001     Detchd        1956          Unf          2        528         TA
## 1002     Detchd        1920          Unf          1        216         Fa
## 1003     Attchd        2006          RFn          3        824         TA
## 1004     Detchd        1976          Unf          2        528         TA
## 1005     Attchd        2005          Fin          2        457         TA
## 1006     Attchd        1977          Unf          1        328         TA
## 1007     Attchd        1970          Unf          2        484         TA
## 1008     Attchd        1970          RFn          1        286         TA
## 1009     Attchd        2004          Fin          2        550         TA
## 1010       <NA>          NA         <NA>          0          0       <NA>
## 1011     Attchd        1948          Unf          1        312         TA
## 1012       <NA>          NA         <NA>          0          0       <NA>
## 1013     Detchd        1923          Unf          1        180         TA
## 1014     Detchd        1956          Unf          1        280         TA
## 1015     Detchd        1948          Unf          1        240         TA
## 1016     Attchd        2001          Fin          2        528         TA
## 1017     Attchd        1996          Fin          2        478         TA
## 1018     Attchd        1984          RFn          2        565         TA
## 1019     Attchd        1991          RFn          2        402         TA
## 1020     Attchd        2005          Fin          2        440         TA
## 1021     Attchd        2005          Fin          2        451         TA
## 1022     Attchd        2006          RFn          2        632         TA
## 1023     Detchd        1957          Unf          1        160         Fa
## 1024     Attchd        2005          Fin          2        437         TA
## 1025     Attchd        1976          Fin          2        665         TA
## 1026     Detchd        1980          Unf          2        461         TA
## 1027     Attchd        1960          Unf          2        461         TA
## 1028     Attchd        2008          RFn          3        800         TA
## 1029     Attchd        1941          Unf          1        240         TA
## 1030     Detchd        1972          Unf          1        264         TA
## 1031       <NA>          NA         <NA>          0          0       <NA>
## 1032    Basment        1970          Fin          2        672         TA
## 1033     Attchd        1993          RFn          3        796         TA
## 1034     Attchd        2002          Unf          3        900         TA
## 1035    Basment        1938          Unf          1        240         Fa
## 1036     Detchd        1957          Unf          1        290         TA
## 1037     Attchd        2008          Fin          3        912         TA
## 1038    BuiltIn        2001          Fin          2        905         TA
## 1039       <NA>          NA         <NA>          0          0       <NA>
## 1040     Attchd        1970          Unf          1        286         TA
## 1041     Attchd        1957          RFn          2        484         TA
## 1042     Attchd        1966          Unf          2        484         TA
## 1043     Attchd        2005          RFn          2        624         TA
## 1044     Attchd        1990          Unf          2        514         TA
## 1045     Attchd        1981          Fin          2        542         TA
## 1046     Attchd        1955          Unf          2        452         TA
## 1047    BuiltIn        2005          Fin          3        716         TA
## 1048     Detchd        1996          Unf          2        672         TA
## 1049     Attchd        1960          Unf          2        336         TA
## 1050     Detchd        1946          Unf          1        308         TA
## 1051     Attchd        2007          Fin          2        436         TA
## 1052     Attchd        2007          Fin          2        440         TA
## 1053     Attchd        1964          RFn          2        540         TA
## 1054    Basment        1957          Unf          1        364         TA
## 1055     Attchd        2002          Fin          2        586         TA
## 1056     Attchd        1976          Fin          2        478         TA
## 1057     Attchd        2005          RFn          2        484         TA
## 1058    BuiltIn        1994          Fin          2        467         TA
## 1059     Attchd        2008          Fin          3        836         TA
## 1060     Detchd        1977          Unf          2        432         TA
## 1061     Attchd        2001          Fin          2        582         TA
## 1062     Detchd        1994          RFn          3       1248         TA
## 1063     Detchd        1945          Unf          2        560         TA
## 1064     Detchd        1976          Unf          2        440         TA
## 1065     Attchd        1966          RFn          2        480         TA
## 1066     Attchd        1996          RFn          2        533         TA
## 1067     Attchd        1993          RFn          2        380         TA
## 1068     Attchd        1964          RFn          2        442         TA
## 1069     Attchd        1973          Fin          2        576         TA
## 1070     Detchd        1985          Unf          2        576         TA
## 1071     Attchd        1956          Unf          1        286         TA
## 1072     Attchd        1968          Unf          2        441         TA
## 1073     Detchd        1954          Unf          1        280         TA
## 1074     Attchd        1977          Fin          2        440         TA
## 1075     Attchd        2006          RFn          3        826         TA
## 1076     Attchd        1940          Unf          1        240         TA
## 1077     Attchd        1950          Unf          2        566         TA
## 1078     Attchd        1969          Fin          1        299         TA
## 1079     Attchd        2004          RFn          2        420         TA
## 1080     Attchd        1996          Unf          1        299         TA
## 1081     Attchd        1971          RFn          2        528         TA
## 1082     Attchd        1963          Fin          1        308         TA
## 1083     Attchd        2002          RFn          2        527         TA
## 1084     Attchd        1964          RFn          1        461         TA
## 1085     Attchd        1995          Fin          2        409         TA
## 1086     Attchd        1992          Unf          2        564         TA
## 1087     Attchd        1973          RFn          1        286         TA
## 1088     Attchd        2005          RFn          3       1043         TA
## 1089     Detchd        2004          Unf          2        380         TA
## 1090     Attchd        2005          Fin          2        550         TA
## 1091     Detchd        1987          Unf          2        400         TA
## 1092     Detchd        1999          Unf          2        462         TA
## 1093     Detchd        1925          Unf          2        576         TA
## 1094     Detchd        1977          Unf          2        884         TA
## 1095     Attchd        1956          Fin          1        308         TA
## 1096     Attchd        2006          RFn          2        440         TA
## 1097       <NA>          NA         <NA>          0          0       <NA>
## 1098     Attchd        1987          RFn          2        461         TA
## 1099     Detchd        1936          Unf          1        240         TA
## 1100     Attchd        1978          RFn          2        478         TA
## 1101     Detchd        1930          Unf          1        246         TA
## 1102     Detchd        1981          Unf          1        280         TA
## 1103     Attchd        1960          RFn          1        254         TA
## 1104    BuiltIn        1954          Fin          2        539         TA
## 1105     Detchd        1970          Unf          2        440         TA
## 1106     Attchd        1994          RFn          2        712         TA
## 1107     Attchd        1990          Fin          2        719         TA
## 1108    BuiltIn        2006          RFn          2        422         TA
## 1109     Attchd        2000          RFn          2        463         TA
## 1110     Attchd        2004          Fin          3        862         TA
## 1111     Attchd        1995          Fin          2        431         TA
## 1112     Attchd        1976          RFn          2        483         TA
## 1113     Detchd        1957          Unf          1        308         TA
## 1114     Attchd        1953          Unf          1        240         TA
## 1115     Detchd        1955          Unf          1        326         TA
## 1116     Attchd        2007          RFn          3        928         TA
## 1117    BuiltIn        2002          Fin          2        527         TA
## 1118     Attchd        1967          RFn          2        450         TA
## 1119    BuiltIn        1958          RFn          1        300         TA
## 1120     Attchd        1959          RFn          1        286         TA
## 1121     Detchd        1920          Unf          1        308         TA
## 1122     Attchd        2005          RFn          3        782         TA
## 1123    Basment        1956          Unf          1        288         TA
## 1124       <NA>          NA         <NA>          0          0       <NA>
## 1125     Attchd        1992          Fin          2        392         TA
## 1126     Detchd        1977          Unf          2        672         Fa
## 1127     Attchd        2007          Fin          3        660         TA
## 1128     Attchd        2004          Fin          3        630         TA
## 1129    BuiltIn        2004          Fin          2        434         TA
## 1130     Detchd        1980          Unf          2        672         TA
## 1131     Detchd        1981          Unf          2        576         TA
## 1132       <NA>          NA         <NA>          0          0       <NA>
## 1133     Detchd        1930          Unf          1        205         Fa
## 1134     Attchd        1995          RFn          2        466         TA
## 1135     Attchd        1997          Fin          2        460         TA
## 1136     Detchd        1926          Unf          1        180         TA
## 1137     Attchd        1950          Unf          1        288         TA
## 1138       <NA>          NA         <NA>          0          0       <NA>
## 1139     Attchd        1977          RFn          2        714         TA
## 1140     Detchd        1972          Unf          2        495         TA
## 1141     Detchd        1988          Unf          2        840         TA
## 1142     Attchd        1976          Unf          2        484         TA
## 1143    BuiltIn        2006          RFn          3       1052         TA
## 1144       <NA>          NA         <NA>          0          0       <NA>
## 1145     Detchd        1941          Unf          1        280         TA
## 1146     Detchd        1928          Unf          1        225         TA
## 1147     Attchd        1985          Unf          2        403         TA
## 1148     Attchd        1941          Unf          1        234         TA
## 1149     Detchd        1982          Unf          1        288         TA
## 1150     Detchd        1930          Unf          2        324         TA
## 1151     Attchd        1950          Unf          1        306         TA
## 1152     Attchd        1959          Fin          2        528         TA
## 1153     Attchd        1956          Fin          2        470         TA
## 1154     Detchd        2002          Unf          1        432         TA
## 1155     Attchd        1965          Unf          2        492         TA
## 1156     Attchd        1976          RFn          2        528         TA
## 1157     Attchd        1965          RFn          2        502         TA
## 1158     Attchd        2008          RFn          2        626         TA
## 1159     Attchd        2008          RFn          3        830         TA
## 1160     Attchd        1974          RFn          2        540         Gd
## 1161     Attchd        1978          Unf          2        440         TA
## 1162     Detchd        1993          Unf          2        924         TA
## 1163     Attchd        1968          Fin          2        450         TA
## 1164    CarPort        1969          Unf          2        400         Fa
## 1165     Attchd        1978          Unf          2        588         TA
## 1166     Attchd        2009          RFn          2        644         TA
## 1167     Attchd        2008          RFn          3        776         TA
## 1168     Attchd        2000          Fin          2        472         TA
## 1169    Basment        1935          Unf          2        540         TA
## 1170     Attchd        1995          Fin          3        807         TA
## 1171     Attchd        1977          Fin          1        358         TA
## 1172     Attchd        1958          RFn          2        433         TA
## 1173     Detchd        2006          Fin          2        625         TA
## 1174       <NA>          NA         <NA>          0          0       <NA>
## 1175     Detchd        1932          Unf          2        360         TA
## 1176     Attchd        1992          Fin          2        541         TA
## 1177     Attchd        1984          Unf          1        264         TA
## 1178     Detchd        1926          Unf          1        210         TA
## 1179     Detchd        1921          Unf          1        186         Fa
## 1180       <NA>          NA         <NA>          0          0       <NA>
## 1181     Attchd        1990          Fin          2        693         TA
## 1182     Attchd        2008          Fin          2        482         TA
## 1183     Attchd        1996          Fin          3        813         TA
## 1184     Detchd        1970          Unf          2        720         TA
## 1185     2Types        1963          RFn          3        995         TA
## 1186     Attchd        1965          Unf          1        392         TA
## 1187    CarPort        1920          Unf          2        420         Fa
## 1188     Attchd        1994          RFn          3        757         TA
## 1189     Attchd        2002          RFn          2        493         TA
## 1190     Attchd        1999          Fin          2        442         TA
##      GarageCond PavedDrive WoodDeckSF OpenPorchSF EnclosedPorch X3SsnPorch
## 1            TA          Y          0          61             0          0
## 2            TA          Y        298           0             0          0
## 3            TA          Y          0          42             0          0
## 4            TA          Y          0          35           272          0
## 5            TA          Y        192          84             0          0
## 6            TA          Y         40          30             0        320
## 7            TA          Y        255          57             0          0
## 8            TA          Y        235         204           228          0
## 9            TA          Y         90           0           205          0
## 10           TA          Y          0           4             0          0
## 11           TA          Y          0           0             0          0
## 12           TA          Y        147          21             0          0
## 13           TA          Y        140           0             0          0
## 14           TA          Y        160          33             0          0
## 15           TA          Y          0         213           176          0
## 16           TA          Y         48         112             0          0
## 17           TA          Y          0           0             0          0
## 18           TA          Y          0           0             0          0
## 19           TA          Y          0         102             0          0
## 20           TA          Y          0           0             0          0
## 21           TA          Y        240         154             0          0
## 22           TA          N          0           0           205          0
## 23           TA          Y        171         159             0          0
## 24           TA          Y        100         110             0          0
## 25           TA          Y        406          90             0          0
## 26           TA          Y          0          56             0          0
## 27           TA          Y        222          32             0          0
## 28           TA          Y          0          50             0          0
## 29           TA          Y        288         258             0          0
## 30           TA          Y         49           0            87          0
## 31           Fa          N          0          54           172          0
## 32           TA          Y          0          65             0          0
## 33           TA          Y          0          30             0          0
## 34           TA          Y          0          38             0          0
## 35           TA          Y        203          47             0          0
## 36           TA          Y        113          32             0          0
## 37           TA          Y        392          64             0          0
## 38           TA          Y          0           0             0          0
## 39           TA          Y          0          52             0          0
## 40         <NA>          N          0           0             0          0
## 41           TA          Y          0         138             0          0
## 42           TA          P          0         104             0          0
## 43           Gd          Y        240           0             0          0
## 44           TA          Y        145           0             0          0
## 45           TA          Y          0           0             0          0
## 46           TA          Y        196          82             0          0
## 47           TA          Y        168          43             0          0
## 48           TA          Y          0         146             0          0
## 49         <NA>          N          0           0           102          0
## 50           TA          Y          0           0             0          0
## 51           TA          Y          0          75             0          0
## 52           TA          Y        112           0             0          0
## 53           TA          Y        106           0             0          0
## 54           TA          Y        857          72             0          0
## 55           TA          Y          0          50             0          0
## 56           TA          Y          0           0             0        407
## 57           TA          Y        115           0             0          0
## 58           TA          Y          0          70             0          0
## 59           TA          Y        192           0            37          0
## 60           TA          Y        196           0             0          0
## 61           TA          Y          0          50             0          0
## 62           TA          N          0           0           144          0
## 63           TA          Y        120          49             0          0
## 64           TA          Y         12          11            64          0
## 65           TA          Y        576          36             0          0
## 66           TA          Y        192         151             0          0
## 67           TA          Y        301           0             0          0
## 68           TA          Y        144          29             0          0
## 69           TA          Y          0           0             0          0
## 70           TA          Y          0          21           114          0
## 71           TA          Y        300           0             0          0
## 72           TA          Y          0           0             0          0
## 73           TA          Y          0          94             0          0
## 74           TA          Y          0           0             0          0
## 75           TA          Y          0           0           202          0
## 76           TA          Y        120         101             0          0
## 77           TA          Y          0           0             0          0
## 78           TA          Y          0           0             0          0
## 79         <NA>          Y          0           0             0          0
## 80           TA          Y         74           0           128          0
## 81           TA          Y          0          72             0          0
## 82           TA          Y          0         199             0          0
## 83           TA          Y        144          99             0          0
## 84           TA          Y         74           0             0          0
## 85           TA          Y        120          72             0          0
## 86           TA          Y        127          82             0          0
## 87           TA          Y        100          38             0          0
## 88           TA          Y          0         234             0          0
## 89         <NA>          N          0           0           156          0
## 90         <NA>          Y          0           0             0          0
## 91           TA          Y          0          29             0          0
## 92           TA          Y          0           0             0          0
## 93           TA          Y          0           0            44          0
## 94           TA          Y          0           0             0          0
## 95           TA          Y          0         162             0          0
## 96           TA          Y        232          63             0          0
## 97           TA          Y        158          29             0          0
## 98           TA          P        120           0             0          0
## 99           TA          Y          0           0            77          0
## 100        <NA>          Y        352           0             0          0
## 101          TA          Y        168          68             0          0
## 102          TA          Y        192          46             0          0
## 103          TA          Y          0           0             0          0
## 104          TA          Y          0          36             0          0
## 105          TA          Y          0           0             0          0
## 106          TA          Y        140          45             0          0
## 107          Fa          N          0           0             0          0
## 108          TA          Y          0           0             0          0
## 109        <NA>          N          0           0           144          0
## 110          TA          Y          0         122             0          0
## 111          TA          Y        182           0             0          0
## 112          TA          Y        180           0             0          0
## 113          TA          Y        120         184             0          0
## 114          TA          Y        166         120           192          0
## 115          TA          Y        224           0             0          0
## 116          TA          Y          0          32             0          0
## 117          TA          Y          0          20           144          0
## 118          TA          Y         80          64             0          0
## 119          TA          Y        367           0             0          0
## 120          TA          Y          0          24             0          0
## 121          TA          Y          0         130             0        130
## 122          TA          P          0           0           140          0
## 123          TA          Y          0           0             0          0
## 124          TA          Y          0          63             0          0
## 125          TA          Y        192           0             0          0
## 126        <NA>          N         53           0             0          0
## 127          TA          Y          0         205             0          0
## 128        <NA>          N          0           0             0          0
## 129          TA          Y        188         108             0          0
## 130          TA          Y          0          80             0        180
## 131          TA          Y        105          66             0          0
## 132          TA          Y         24          48             0          0
## 133          TA          Y          0           0             0          0
## 134          TA          Y        192          25             0          0
## 135          TA          Y          0          96           180          0
## 136          TA          Y         98           0             0          0
## 137          TA          Y          0         111             0          0
## 138          TA          Y          0           0             0          0
## 139          TA          Y        224         106             0          0
## 140          TA          Y        276          99             0          0
## 141        <NA>          Y          0           0             0          0
## 142          TA          Y        160          24             0          0
## 143          TA          Y          0           0             0          0
## 144          TA          Y        144          29             0          0
## 145          TA          Y          0           0             0          0
## 146          TA          Y          0          40             0          0
## 147          TA          Y         48           0             0          0
## 148          TA          Y        144          48             0          0
## 149        <NA>          Y          0           0             0          0
## 150          TA          Y        200         114             0          0
## 151          TA          Y          0           0             0          0
## 152          TA          Y          0         102             0          0
## 153          TA          Y          0          66             0          0
## 154          TA          Y        409           0             0          0
## 155          Fa          Y          0           0           228          0
## 156        <NA>          N          0           8           128          0
## 157          TA          Y          0           0             0          0
## 158          TA          Y          0          75             0          0
## 159          TA          Y          0         136             0          0
## 160          TA          Y        239         132             0        168
## 161          TA          Y          0           0             0          0
## 162          TA          Y        400           0             0          0
## 163          TA          Y          0          70             0          0
## 164        <NA>          Y          0           0             0          0
## 165          TA          Y          0           0           183          0
## 166        <NA>          Y        140           0             0          0
## 167          TA          Y        476           0             0          0
## 168          TA          Y        178         120             0          0
## 169          TA          Y        100          48             0          0
## 170          TA          Y        574          64             0          0
## 171          TA          Y        237           0             0          0
## 172          TA          P        210          62             0          0
## 173          TA          Y        441          35             0          0
## 174          TA          Y          0          20             0          0
## 175          TA          Y        192           0             0          0
## 176          TA          Y          0          29            39          0
## 177          TA          Y          0         228             0          0
## 178          TA          Y          0           0             0          0
## 179          TA          Y          0          60             0          0
## 180          TA          N          0           0           184          0
## 181          TA          Y          0           0             0          0
## 182          TA          Y          0           0            40          0
## 183          TA          Y        116           0             0        180
## 184          TA          N        280         238             0          0
## 185          TA          Y        104           0             0          0
## 186          TA          Y          0         260             0          0
## 187          TA          Y        168          27             0          0
## 188          Fa          N          0           0             0        140
## 189          TA          Y        120           0             0          0
## 190          TA          Y          0         120             0          0
## 191          TA          Y          0          74             0          0
## 192          TA          Y          0          32             0          0
## 193          TA          Y          0          35             0          0
## 194          TA          Y          0          40             0          0
## 195          TA          Y          0           0             0          0
## 196          TA          Y         87           0             0          0
## 197          TA          Y        171         138             0          0
## 198          TA          Y          0          16           552          0
## 199        <NA>          Y          0         198            30          0
## 200          TA          Y          0          26             0          0
## 201          TA          Y        132          64             0          0
## 202          TA          Y        238          83             0          0
## 203          TA          Y          0           0           126          0
## 204          TA          Y        149           0             0          0
## 205          TA          Y          0          35             0          0
## 206          TA          Y          0          34             0        508
## 207          TA          Y          0          30             0          0
## 208          TA          Y        355           0             0          0
## 209          TA          Y         60          55             0          0
## 210          Gd          Y          0           0             0          0
## 211        <NA>          Y          0           0            96          0
## 212          TA          Y        100          22             0          0
## 213          TA          Y        168         108             0          0
## 214          TA          Y        224           0             0          0
## 215          TA          Y          0          36             0          0
## 216          TA          Y          0           0             0          0
## 217          TA          Y        139          98             0          0
## 218          TA          Y          0         172            60          0
## 219          TA          Y          0         119           150          0
## 220          TA          Y        108           0             0          0
## 221          TA          Y        351          33             0          0
## 222          TA          Y        120          46             0          0
## 223          TA          Y        209         208             0          0
## 224          TA          Y        216           0             0          0
## 225          TA          Y        248         105             0          0
## 226          TA          Y          0           0             0          0
## 227          TA          Y        224         114             0          0
## 228          TA          Y          0           0             0          0
## 229          TA          Y          0           0             0          0
## 230          TA          Y        143          20             0          0
## 231          TA          Y          0           0           120          0
## 232          TA          Y          0         146           202          0
## 233          TA          Y          0           0             0          0
## 234          TA          Y        365           0             0          0
## 235          TA          Y        288          48             0          0
## 236          TA          Y          0           0             0          0
## 237          TA          Y        132         105             0          0
## 238          TA          Y        370          70             0        238
## 239          TA          Y        168         228             0          0
## 240          TA          Y          0         140             0          0
## 241          TA          Y        144         168             0          0
## 242        <NA>          Y         58          42             0          0
## 243          TA          Y          0           0            77          0
## 244          TA          Y          0          28             0          0
## 245          TA          Y          0         130             0          0
## 246          TA          Y        197          39             0          0
## 247          Po          Y          0          60           112          0
## 248          TA          Y          0          30             0          0
## 249          TA          Y        144          68             0          0
## 250          TA          Y          0          98             0          0
## 251        <NA>          Y        263           0             0          0
## 252          TA          Y        123           0             0          0
## 253          TA          Y        138          45             0          0
## 254          TA          Y        333           0             0          0
## 255          TA          Y        250           0             0          0
## 256          TA          Y        192           0             0          0
## 257          TA          Y        216          56             0          0
## 258          TA          Y        123         110             0          0
## 259          TA          Y          0          96             0        245
## 260          TA          Y          0          45             0          0
## 261          TA          Y          0           0           252          0
## 262          TA          Y          0         148             0          0
## 263          TA          Y        292          12             0          0
## 264          TA          Y          0           0             0          0
## 265          TA          N          0           0             0          0
## 266          TA          Y        276           0             0          0
## 267          TA          Y         95          75             0          0
## 268          TA          Y        262          24             0          0
## 269          Ex          Y          0          25             0          0
## 270          Gd          Y        370          30             0          0
## 271          TA          Y        192          51             0          0
## 272          TA          Y         81           0             0          0
## 273          TA          Y        132          57             0          0
## 274          TA          Y        289           0             0          0
## 275          TA          Y        168           0             0          0
## 276          TA          Y         74           0             0          0
## 277          TA          Y        100         150             0          0
## 278          TA          Y          0           0             0          0
## 279          TA          Y        124          98             0          0
## 280          TA          Y        288         117             0          0
## 281          TA          Y          0          84             0        196
## 282          TA          Y          0         120             0          0
## 283          TA          Y        172          62             0          0
## 284          TA          Y        210         150             0          0
## 285          TA          Y          0           0            52          0
## 286          TA          Y          0          54             0          0
## 287          TA          Y          0           0             0          0
## 288        <NA>          Y          0           0             0          0
## 289          TA          Y          0           0             0          0
## 290          TA          Y          0           0             0          0
## 291          TA          Y          0          51             0          0
## 292        <NA>          N          0         184             0          0
## 293          TA          Y          0           0             0          0
## 294          TA          Y          0         250             0          0
## 295          TA          Y        110           0             0          0
## 296          TA          Y        120           0             0          0
## 297          TA          Y        289           0             0          0
## 298          TA          Y          0          10             0          0
## 299          TA          Y        224           0             0          0
## 300          TA          Y          0          36             0          0
## 301          TA          Y          0           0             0          0
## 302          TA          Y        208          50             0          0
## 303          TA          Y        468          81             0          0
## 304          TA          Y        256           0             0          0
## 305          TA          Y        302           0             0          0
## 306          TA          Y        168           0             0          0
## 307          TA          Y        127          44           224          0
## 308        <NA>          N          0         144             0          0
## 309          TA          Y        158           0             0          0
## 310          TA          Y        208         175             0          0
## 311          TA          Y        190          63             0          0
## 312          TA          Y          0           0             0          0
## 313          TA          Y          0           0             0          0
## 314          TA          Y          0           0             0          0
## 315          TA          Y          0           0           234          0
## 316          TA          Y        100          51             0          0
## 317          TA          Y        288         195             0          0
## 318          TA          Y        208          46             0          0
## 319          TA          Y        340          60           144          0
## 320          TA          Y        233          48             0          0
## 321          TA          Y        240         154             0          0
## 322          TA          Y        184         154             0          0
## 323          TA          Y        201          96             0          0
## 324          TA          Y        142          98             0          0
## 325          TA          Y        240           0             0          0
## 326          TA          Y          0           0           244          0
## 327          TA          Y        122          30             0          0
## 328          TA          Y          0          45             0          0
## 329          TA          Y          0          60           268          0
## 330          Fa          N          0           0           137          0
## 331          TA          Y        155           0             0          0
## 332          TA          Y          0           0             0          0
## 333          TA          Y          0           0             0          0
## 334          TA          Y        192          30             0          0
## 335          TA          Y        100          38             0          0
## 336          TA          Y        670           0             0          0
## 337          TA          Y        178          51             0          0
## 338          TA          Y        192          74             0          0
## 339          TA          Y        108          45             0          0
## 340          TA          Y          0           0             0          0
## 341          TA          Y        135           0             0          0
## 342          TA          N        250           0            24          0
## 343          TA          Y          0           0             0          0
## 344          TA          Y        495          72             0          0
## 345          TA          Y        182           0             0          0
## 346          TA          Y          0           0             0          0
## 347          TA          Y          0           0             0          0
## 348          TA          Y          0          40             0          0
## 349          TA          Y          0          27             0          0
## 350          TA          Y          0           0             0          0
## 351          TA          Y        210          54             0          0
## 352          TA          Y          0          80             0          0
## 353          Fa          Y         48           0             0          0
## 354          TA          Y        106           0             0          0
## 355          TA          Y          0           0           108          0
## 356          TA          Y          0          26             0          0
## 357          TA          Y        120          26             0          0
## 358          TA          Y        536          90             0          0
## 359          TA          Y        168           0           294          0
## 360          TA          Y        208          75             0          0
## 361          TA          Y          0           0             0          0
## 362          TA          N          0           0             0          0
## 363          TA          Y          0           0           177          0
## 364          TA          Y        250           0             0          0
## 365          TA          Y        306         111             0          0
## 366          Fa          Y          0         128           218          0
## 367          TA          Y          0          76             0          0
## 368          TA          Y         64         110             0          0
## 369          TA          Y          0          98             0          0
## 370          TA          Y        364          17             0          0
## 371          TA          Y        100          40             0          0
## 372          TA          N          0          59             0          0
## 373          TA          Y        353           0             0          0
## 374          TA          Y         66           0             0          0
## 375          TA          Y        100          48             0          0
## 376        <NA>          Y          0           0             0          0
## 377          TA          Y          0           0             0          0
## 378          TA          Y        159         214             0          0
## 379          TA          Y        113           0             0          0
## 380          TA          Y        100          63             0          0
## 381          TA          Y          0           0           242          0
## 382          TA          Y        216         121             0          0
## 383          TA          Y        144          53             0          0
## 384          Fa          N          0           0            91          0
## 385          TA          Y        216         231             0          0
## 386          TA          Y        146          20             0          0
## 387        <NA>          N          0         151             0          0
## 388          TA          Y        296           0             0          0
## 389          TA          Y        120          25             0          0
## 390          TA          Y        196         134             0          0
## 391          TA          Y          0         130           112          0
## 392          TA          Y        125         192             0          0
## 393          TA          Y          0           0             0          0
## 394        <NA>          Y          0           0             0          0
## 395          TA          Y          0          39             0          0
## 396          TA          Y         44           0             0          0
## 397          TA          Y        215           0             0          0
## 398          TA          Y          0         168             0          0
## 399          Po          N          0           0             0          0
## 400          TA          Y          0         168             0          0
## 401          TA          Y        120          30             0          0
## 402          TA          Y          0           0             0          0
## 403          TA          N        168           0             0          0
## 404          TA          Y        144         123             0          0
## 405          TA          Y          0          40             0          0
## 406          TA          Y        120          78             0          0
## 407          TA          Y          0           0             0          0
## 408          TA          Y          0           0           160          0
## 409          TA          Y        192          62             0          0
## 410          TA          Y          0         102             0          0
## 411          TA          Y          0           0             0          0
## 412          TA          Y        264           0             0          0
## 413          TA          Y          0         144             0          0
## 414          TA          Y          0           0           130          0
## 415          TA          Y        196         187             0          0
## 416          TA          Y        100          30             0          0
## 417          TA          Y          0           0             0          0
## 418          TA          N          0           0             0          0
## 419          TA          P          0           0             0          0
## 420          TA          Y          0          85           184          0
## 421          TA          Y          0           0             0          0
## 422          TA          Y        240           0             0          0
## 423          TA          N          0           0             0          0
## 424          TA          Y          0          66             0          0
## 425          TA          Y          0          44             0          0
## 426          TA          P          0           0           126          0
## 427          TA          Y         80           0             0          0
## 428          TA          Y          0           0             0          0
## 429          TA          Y        105          54             0          0
## 430          TA          Y          0           0           169          0
## 431          TA          Y          0           0             0          0
## 432        <NA>          N          0          98             0          0
## 433          TA          Y        240          36             0          0
## 434          TA          Y          0          36             0          0
## 435        <NA>          Y         88           0             0          0
## 436          TA          Y        158          61             0          0
## 437          TA          Y          0           0             0          0
## 438          TA          Y          0           0           105          0
## 439          TA          P          0           0            34          0
## 440          TA          Y          0          46             0          0
## 441          TA          Y          0          72             0          0
## 442        <NA>          Y          0           0             0          0
## 443          TA          P          0           0             0          0
## 444          TA          Y        144          16             0          0
## 445          TA          Y        144         133             0          0
## 446          TA          Y          0           0             0          0
## 447          TA          Y          0           0             0          0
## 448          TA          Y         89           0             0          0
## 449          TA          N          0           0             0          0
## 450          TA          Y          0         176             0          0
## 451          Fa          N          0         113             0          0
## 452          TA          Y        200          54             0          0
## 453          TA          Y        144         122             0          0
## 454          TA          Y          0          30             0          0
## 455          TA          Y          0           0             0          0
## 456          TA          Y          0           0             0          0
## 457          Fa          Y          0           0            96          0
## 458          TA          Y        224         137             0          0
## 459          TA          Y        192          63             0          0
## 460          TA          Y          0           0           248          0
## 461          TA          Y          0         150             0          0
## 462          TA          Y        256           0             0          0
## 463          TA          Y          0           0           236          0
## 464          TA          Y          0           0             0          0
## 465        <NA>          Y          0           0             0          0
## 466          TA          Y        144          20             0          0
## 467          TA          Y          0           0             0          0
## 468          TA          Y        168           0             0          0
## 469          TA          Y          0          44             0          0
## 470          TA          Y        144          70             0          0
## 471          TA          Y          0          54             0          0
## 472          TA          Y          0           0             0          0
## 473          TA          Y          0          28             0          0
## 474          TA          Y        250          63             0          0
## 475          TA          Y         96          48             0          0
## 476          TA          Y          0          24             0          0
## 477          TA          Y        140          39             0          0
## 478          TA          Y        414          84             0          0
## 479          TA          Y        208          44             0          0
## 480          TA          Y          0          72             0          0
## 481          TA          Y        519         112             0          0
## 482          TA          Y        206          49             0          0
## 483          Fa          Y          0           0             0          0
## 484          TA          Y          0         125             0          0
## 485          TA          Y          0         132             0          0
## 486          TA          Y          0          80           120          0
## 487          TA          Y          0           0             0          0
## 488          TA          Y        224           0             0          0
## 489          Fa          N        142           0             0          0
## 490          TA          Y          0           0             0          0
## 491          TA          Y        141          24             0          0
## 492          TA          Y          0           0            32          0
## 493          TA          Y          0           0             0          0
## 494          TA          Y          0           0             0          0
## 495          TA          Y        144          20            80          0
## 496        <NA>          N          0         523           115          0
## 497          TA          Y        264          75           291          0
## 498          TA          N          0         100             0          0
## 499          TA          Y         64           0             0          0
## 500          TA          Y         12         285             0          0
## 501          TA          Y        144          28             0          0
## 502          TA          Y          0         108             0          0
## 503          Fa          Y          0           0           184          0
## 504          TA          Y          0          54             0          0
## 505          TA          Y        260           0             0          0
## 506          TA          N          0           0             0          0
## 507          TA          Y        182          81             0          0
## 508          TA          Y          0         102             0          0
## 509          TA          N          0           0           116          0
## 510          TA          Y        224          88             0          0
## 511          TA          Y        324          42             0          0
## 512          TA          Y        132          35             0          0
## 513          TA          Y          0           0             0          0
## 514          TA          Y        120           0           158          0
## 515          Po          Y          0           0           112          0
## 516          TA          Y        156          54             0          0
## 517          TA          Y          0         104             0          0
## 518          TA          Y        220           0             0          0
## 519          TA          Y          0          36             0          0
## 520          TA          Y          0           0             0          0
## 521        <NA>          N        220         114           210          0
## 522          TA          Y          0          40             0          0
## 523          TA          Y          0          24            36          0
## 524          TA          Y        208         406             0          0
## 525          TA          Y        239          60             0          0
## 526          TA          Y         38         144             0          0
## 527          TA          Y        261           0           156          0
## 528          TA          Y        126          66             0          0
## 529        <NA>          N          0           0           144          0
## 530          TA          Y          0           0           200          0
## 531          TA          Y        224           0             0          0
## 532          Fa          Y          0           0            84          0
## 533          TA          Y          0           0             0          0
## 534        <NA>          N          0           0             0          0
## 535          TA          Y        100          35             0          0
## 536        <NA>          N         85           0           148          0
## 537          TA          Y        120         155             0          0
## 538          TA          Y        216           0             0          0
## 539          TA          Y        466           0             0          0
## 540          TA          Y        180           0             0          0
## 541          TA          Y        270          68             0          0
## 542          TA          Y          0          56             0          0
## 543          TA          Y         78          73             0          0
## 544          TA          Y        120          40             0          0
## 545          TA          Y        100          24             0          0
## 546          TA          Y          0           0             0          0
## 547          TA          Y          0          38             0        144
## 548          TA          Y        104           0             0          0
## 549          TA          Y        140          50             0          0
## 550          TA          Y        182         182             0          0
## 551          TA          Y          0          55             0          0
## 552          TA          Y          0           0             0          0
## 553          TA          Y        169          39             0          0
## 554          TA          N          0          96             0          0
## 555          TA          Y        320          62             0          0
## 556          TA          Y          0           0           116          0
## 557          TA          Y        268           0             0          0
## 558          TA          Y          0          47           120          0
## 559          TA          Y        264          22             0          0
## 560          TA          Y        143          20             0          0
## 561          TA          Y          0           0             0          0
## 562          TA          Y        240          38             0          0
## 563        <NA>          Y        144           0             0          0
## 564          TA          N         72          36             0          0
## 565          TA          Y          0          40             0          0
## 566          TA          Y          0          66           136          0
## 567          TA          Y        144          39             0          0
## 568          TA          Y          0           0             0          0
## 569          TA          Y        349          40             0          0
## 570          TA          Y         42           0             0          0
## 571          TA          Y          0           0             0          0
## 572          TA          Y        168           0             0          0
## 573          TA          Y        208         114             0          0
## 574          TA          Y        100           0             0          0
## 575          TA          Y         35           0             0          0
## 576          TA          Y        158           0           102          0
## 577          TA          Y          0          50             0          0
## 578          TA          Y        160          68           240          0
## 579          TA          Y          0         102             0          0
## 580          TA          Y          0           0             0          0
## 581          TA          Y        216         110             0          0
## 582          TA          Y          0          90             0          0
## 583        <NA>          Y          0          32             0          0
## 584          TA          Y        105         502             0          0
## 585          TA          Y          0           0            54          0
## 586          TA          Y        326          66             0          0
## 587          TA          N          0           0           112          0
## 588          TA          Y          0           0             0          0
## 589          TA          Y          0          48             0          0
## 590          TA          P          0           0             0          0
## 591          TA          Y          0          45             0          0
## 592          TA          Y        382         274             0          0
## 593          TA          Y          0           0             0          0
## 594          TA          Y        140           0             0          0
## 595          TA          Y          0           0             0          0
## 596          TA          Y        180          75             0          0
## 597          Fa          N          0         158             0          0
## 598          TA          Y        120          16             0          0
## 599          TA          Y          0           0             0          0
## 600          TA          Y        161           0             0          0
## 601          TA          Y        179          60             0          0
## 602          TA          P          0         162             0          0
## 603          TA          Y        120         150             0          0
## 604          TA          Y          0         172             0          0
## 605          TA          Y        192          36             0          0
## 606          TA          Y          0          42             0          0
## 607          TA          Y        168           0             0          0
## 608          TA          Y        103           0             0          0
## 609          TA          Y          0           0             0          0
## 610          TA          Y         64           0            39          0
## 611          TA          Y        253         142             0          0
## 612          TA          Y          0           0             0          0
## 613          TA          Y        160         122             0          0
## 614        <NA>          Y          0          30             0          0
## 615        <NA>          Y         96          24             0          0
## 616          TA          Y        120           0             0          0
## 617          TA          Y        100          75             0          0
## 618          TA          Y          0           0             0          0
## 619          TA          Y          0         108             0          0
## 620          TA          Y        168           0             0          0
## 621        <NA>          N          0           0           100          0
## 622          TA          Y         38         243             0          0
## 623          TA          Y        192           0             0          0
## 624          TA          Y          0          32             0          0
## 625          TA          Y        148           0             0          0
## 626          TA          Y          0           0             0          0
## 627          TA          Y          0           0            36          0
## 628          TA          Y          0           0           189          0
## 629          TA          Y        335           0             0          0
## 630          TA          Y        176           0             0          0
## 631          Po          N          0           0           293          0
## 632          TA          Y        156          73             0          0
## 633          TA          Y        192           0             0          0
## 634          TA          Y        390           0             0          0
## 635          TA          Y        264          56             0          0
## 636        <NA>          N          0         110             0          0
## 637        <NA>          N          0           0             0          0
## 638          TA          Y          0           0             0          0
## 639        <NA>          P        328           0           164          0
## 640          TA          Y        312           0             0          0
## 641          TA          Y        185         140             0          0
## 642          TA          Y          0         235             0          0
## 643          TA          Y        269         111             0          0
## 644          TA          Y        208           0             0          0
## 645          TA          Y        195         130             0          0
## 646          TA          Y          0         312            40          0
## 647          TA          Y          0          27             0          0
## 648          TA          Y          0           0             0          0
## 649          TA          Y          0         124           216          0
## 650        <NA>          Y          0           0             0          0
## 651          TA          Y          0           0             0          0
## 652          Po          P        120           0             0          0
## 653          TA          Y          0         120             0          0
## 654          TA          Y         57           0           239          0
## 655          TA          Y        236          46             0          0
## 656          TA          Y          0           0             0          0
## 657          TA          Y          0           0             0          0
## 658          TA          P          0           0           112          0
## 659          TA          Y        192           0             0          0
## 660          TA          Y          0           0             0          0
## 661          TA          Y          0         113           252          0
## 662          TA          Y        517          76             0          0
## 663          TA          Y          0           0           240          0
## 664          TA          Y          0           0           180          0
## 665          TA          Y        192         267             0          0
## 666          TA          Y        188         124             0          0
## 667          TA          Y          0         265             0          0
## 668          TA          Y        224          42             0          0
## 669          TA          Y        304           0             0          0
## 670          Fa          Y          0           0            67          0
## 671          TA          Y        100          35             0          0
## 672          TA          Y        147           0             0          0
## 673          TA          Y        198          42             0          0
## 674          TA          Y          0          87             0          0
## 675          TA          Y        426           0             0          0
## 676          TA          Y         28           0             0          0
## 677          Fa          N          0           0            90          0
## 678          Fa          N        316           0           120          0
## 679          TA          Y        322          82             0          0
## 680          TA          Y          0           0             0          0
## 681          TA          Y         80           0             0          0
## 682          TA          Y          0           0            56          0
## 683          TA          Y        307           0             0          0
## 684          TA          Y        257          45             0          0
## 685          TA          Y          0          81             0          0
## 686          TA          Y        219           0             0          0
## 687          TA          Y        144         105             0          0
## 688          TA          Y          0          60             0          0
## 689          TA          Y        140           0             0          0
## 690          TA          Y        192          28             0          0
## 691          TA          Y        149           0             0          0
## 692          TA          Y        382          50             0          0
## 693          TA          Y        320          27             0          0
## 694          TA          Y          0           0           112          0
## 695          TA          Y        112           0             0          0
## 696          TA          Y        125           0             0          0
## 697          TA          Y          0           0           129          0
## 698          TA          Y          0           0             0          0
## 699          TA          Y        416         144             0          0
## 700          TA          Y        156         158             0          0
## 701          TA          Y        270          78             0          0
## 702          TA          Y          0           0             0          0
## 703          TA          Y        324         100             0          0
## 704          TA          N        344           0            40          0
## 705          TA          Y          0          35             0        144
## 706        <NA>          N          0           0             0          0
## 707          TA          Y        380          48             0          0
## 708          TA          Y        192          38             0          0
## 709          TA          Y        100          24             0          0
## 710          TA          Y          0           0             0          0
## 711        <NA>          N          0           0             0          0
## 712          TA          N         68           0            98          0
## 713          TA          Y        168         120             0          0
## 714          TA          Y          0         288             0          0
## 715          TA          Y          0          44             0          0
## 716          TA          Y          0           0             0          0
## 717          TA          P          0          48           143          0
## 718          TA          Y        224           0             0          0
## 719          TA          Y        250         154           216          0
## 720          TA          Y          0           0             0          0
## 721          TA          Y        114          28           234          0
## 722          TA          Y        160           0             0          0
## 723          TA          Y          0           0             0          0
## 724          TA          Y          0           0             0          0
## 725          TA          Y        327          64             0          0
## 726          TA          Y         96           0             0          0
## 727          TA          Y        292          44             0        182
## 728          TA          Y        132           0             0          0
## 729          TA          Y          0          25             0          0
## 730          TA          Y          0          23           112          0
## 731          TA          Y        237         152             0          0
## 732          TA          Y        160          22             0          0
## 733          TA          Y        192          84             0          0
## 734          TA          Y        165           0             0          0
## 735          TA          Y        147           0             0          0
## 736          TA          N          0         341             0          0
## 737          TA          Y          0           0             0          0
## 738          TA          Y          0         116             0          0
## 739        <NA>          Y        120           0             0          0
## 740          TA          Y        187          56             0          0
## 741          Gd          Y        270           0           112          0
## 742          TA          Y        168           0             0          0
## 743          TA          Y        120          55             0          0
## 744          TA          Y        302           0             0          0
## 745          TA          Y         96           0            70        168
## 746          TA          Y          0         204             0          0
## 747          TA          Y        224          54             0          0
## 748          TA          N        181           0           386          0
## 749          TA          Y        240          56           154          0
## 750          TA          N         92           0           185          0
## 751        <NA>          N          0         160             0          0
## 752          TA          Y          0          48             0          0
## 753          TA          Y        168          27             0          0
## 754          TA          Y        192          52             0          0
## 755          TA          Y        171          48             0          0
## 756          TA          Y          0          24             0          0
## 757          TA          Y        144         105             0          0
## 758          TA          Y        335           0             0          0
## 759          TA          Y          0           0             0          0
## 760          TA          Y        222          98             0          0
## 761          Ex          Y          0           0             0          0
## 762          TA          Y          0           0             0          0
## 763          TA          Y        169          45             0          0
## 764          TA          Y          0         128             0          0
## 765          TA          Y          0          30             0          0
## 766          TA          Y          0         174             0          0
## 767          TA          Y        228          66           156          0
## 768          TA          Y        245           0           156          0
## 769          TA          Y        120          33             0          0
## 770          TA          Y        503          36             0          0
## 771          TA          Y        120           0             0          0
## 772          TA          Y          0           0             0          0
## 773          TA          Y        144           0             0          0
## 774          TA          Y          0           0             0          0
## 775          TA          Y        315          45             0          0
## 776          TA          Y          0         247             0          0
## 777          TA          Y        144          59             0          0
## 778          TA          Y        241           0             0          0
## 779          TA          Y          0           0             0          0
## 780          TA          Y          0           0             0          0
## 781          TA          Y        220          21             0          0
## 782          TA          Y          0         124             0          0
## 783          TA          Y          0          33             0          0
## 784          TA          Y        303          30             0          0
## 785        <NA>          Y          0         291           134          0
## 786          TA          Y          0           0             0          0
## 787          TA          Y          0           0           196          0
## 788          TA          Y          0          45             0          0
## 789          TA          Y          0           0             0          0
## 790          TA          Y        133         168             0          0
## 791          TA          Y        100          16             0          0
## 792          TA          Y        120           0             0          0
## 793          TA          Y        180         130             0          0
## 794          TA          Y        168         130             0          0
## 795          TA          Y        143          46             0          0
## 796          TA          Y          0          50             0          0
## 797          TA          Y        138           0             0          0
## 798          TA          Y          0           0             0          0
## 799          TA          Y        144          78             0          0
## 800          TA          Y          0           0           264          0
## 801          TA          Y        403         114           185          0
## 802          TA          Y          0           0             0          0
## 803          TA          Y         36          18             0          0
## 804          TA          Y         52         170             0          0
## 805          TA          Y          0           0             0          0
## 806          TA          Y          0          60             0          0
## 807          TA          Y         68           0             0          0
## 808          TA          Y          0         312             0          0
## 809          TA          Y          0           0             0          0
## 810          Po          N         40         156             0          0
## 811          TA          Y        265           0             0          0
## 812          TA          Y        140           0             0          0
## 813          TA          N          0           0             0          0
## 814          TA          Y          0           0           275          0
## 815          TA          P        207           0            96          0
## 816          TA          Y          0          34             0          0
## 817          TA          Y          0           0           120          0
## 818          TA          Y        150          59             0          0
## 819          TA          Y          0           0             0          0
## 820          TA          Y        192          35             0          0
## 821          TA          Y          0          45             0          0
## 822          TA          Y          0          32           112          0
## 823          TA          Y        100          48             0          0
## 824          TA          Y        335           0             0          0
## 825          TA          Y          0         140             0          0
## 826          TA          Y        188          45             0          0
## 827        <NA>          Y          0           0           116          0
## 828          TA          Y        290          39             0          0
## 829          TA          Y        486           0             0          0
## 830          TA          Y          0         166             0          0
## 831          TA          Y          0           0             0          0
## 832          TA          Y          0         166             0          0
## 833          TA          Y        192          39             0          0
## 834          TA          Y          0           0             0          0
## 835          TA          Y          0           0             0          0
## 836          TA          Y        290           0             0          0
## 837          TA          Y          0         116           230          0
## 838          TA          Y          0           0             0          0
## 839          TA          Y        278           0             0          0
## 840          TA          Y          0           0             0          0
## 841          TA          P          0           0           254          0
## 842          TA          P         70          78            68          0
## 843          Gd          Y          0         129             0          0
## 844        <NA>          Y          0           0             0          0
## 845          TA          Y        418           0           194          0
## 846          TA          Y          0           0             0          0
## 847          TA          Y        234          72           192          0
## 848          TA          Y          0           0             0          0
## 849          TA          Y        486          40             0          0
## 850          TA          Y        113         100             0          0
## 851          TA          Y        140           0             0          0
## 852          TA          Y        143          20             0          0
## 853          TA          Y          0           0             0          0
## 854          TA          Y        180           0             0          0
## 855          TA          Y          0         418             0          0
## 856          TA          Y          0         104             0          0
## 857          Fa          Y          0           0            34          0
## 858          TA          Y          0          36             0          0
## 859          TA          Y          0           0             0          0
## 860          TA          Y          0          65             0          0
## 861          TA          Y          0         240             0          0
## 862          TA          Y          0           0             0          0
## 863          TA          Y          0           0             0          0
## 864          TA          Y          0           0             0          0
## 865          TA          Y          0         140             0          0
## 866          TA          Y          0           0             0          0
## 867          TA          Y        192          80             0          0
## 868          TA          Y        168           0             0          0
## 869          TA          P        120         144             0          0
## 870          TA          Y        156          90             0          0
## 871          TA          Y          0           0             0          0
## 872          TA          Y          0          77             0          0
## 873          TA          Y        196           0           150          0
## 874          TA          Y          0          28             0          0
## 875          TA          Y         26           0             0          0
## 876          TA          Y        208         364             0          0
## 877          TA          Y          0           0             0          0
## 878          TA          Y        184           0             0          0
## 879          TA          Y        192           0             0          0
## 880          TA          Y          0           0             0          0
## 881          TA          Y          0          49             0          0
## 882          TA          Y        168          36             0          0
## 883          TA          Y        342          40             0          0
## 884          Gd          Y          0         188             0          0
## 885          TA          Y          0           0             0          0
## 886          TA          Y         97          65             0          0
## 887          TA          Y        272          54             0          0
## 888          TA          Y        121           0             0          0
## 889          TA          Y         81         207             0          0
## 890          TA          Y          0           0             0        162
## 891          TA          Y          0           0             0          0
## 892          TA          Y        243           0             0          0
## 893          TA          Y        192           0             0          0
## 894          TA          Y        511         116             0          0
## 895          TA          Y          0           0             0          0
## 896          TA          Y          0          50             0          0
## 897          TA          Y          0          28             0          0
## 898          TA          Y        154           0             0          0
## 899          TA          Y          0          67             0          0
## 900          TA          Y          0           0             0          0
## 901          TA          Y          0           0             0          0
## 902          TA          Y          0           0             0          0
## 903          TA          Y          0          75             0          0
## 904          TA          Y        144          60             0          0
## 905          TA          Y          0           0             0          0
## 906          TA          Y          0           0           164          0
## 907          TA          Y          0          60             0          0
## 908          TA          Y          0           0             0          0
## 909          TA          Y        164           0             0          0
## 910          TA          Y         36          24             0          0
## 911          TA          Y          0           0             0          0
## 912          TA          Y        173           0             0          0
## 913          TA          Y          0           0           112          0
## 914          TA          Y          0           0             0          0
## 915          TA          Y          0         234             0          0
## 916          TA          Y          0           0             0          0
## 917          TA          Y          0           0             0          0
## 918          TA          Y          0           0             0          0
## 919          TA          Y         72         192           224          0
## 920          TA          Y          0          51             0          0
## 921          TA          Y        300          87             0          0
## 922        <NA>          N          0          70             0          0
## 923          TA          Y        100           0             0         23
## 924          TA          Y          0          69             0          0
## 925          TA          Y        384         131             0          0
## 926          TA          Y        180           0             0          0
## 927          TA          Y        104         100             0          0
## 928          TA          Y          0          43             0          0
## 929          TA          Y        202         151             0          0
## 930          TA          Y          0           0             0          0
## 931          TA          Y        100          18             0          0
## 932          TA          Y          0           0             0          0
## 933          TA          Y          0         191             0          0
## 934          TA          Y        192          36             0          0
## 935          TA          Y          0           0             0          0
## 936          TA          Y          0           0            32          0
## 937          TA          Y          0          41             0          0
## 938          TA          Y          0          48             0          0
## 939          TA          Y          0          90             0          0
## 940          TA          Y         56           0           318          0
## 941          TA          Y         40           0             0          0
## 942          TA          Y          0           0             0        168
## 943        <NA>          N        321           0             0          0
## 944          TA          P          0           0             0          0
## 945          TA          Y          0         118             0          0
## 946          TA          Y         48           0           244          0
## 947          TA          Y         86           0             0          0
## 948          TA          Y          0         252             0          0
## 949          TA          Y        144          96             0          0
## 950          TA          Y          0           0             0          0
## 951          TA          Y        194           0             0          0
## 952          TA          Y        421           0             0          0
## 953          TA          Y        192           0             0          0
## 954          TA          Y        305         189             0          0
## 955        <NA>          Y          0           0             0          0
## 956          TA          Y          0           0             0          0
## 957          TA          Y        150           0             0          0
## 958          TA          Y          0           0             0          0
## 959          TA          Y          0          39             0          0
## 960          TA          Y          0          44             0          0
## 961        <NA>          Y        117           0             0          0
## 962          TA          Y        550         282             0          0
## 963          TA          Y         48           0             0          0
## 964          TA          Y        288         136             0          0
## 965          TA          Y          0          40             0          0
## 966          TA          Y          0          72             0          0
## 967          TA          Y          0          70             0          0
## 968          TA          Y          0           0             0          0
## 969        <NA>          Y          0           0             0          0
## 970          TA          Y          0           0             0          0
## 971        <NA>          Y          0           0             0          0
## 972          TA          Y          0          27             0          0
## 973          TA          Y         28           0             0          0
## 974          TA          Y          0         120             0          0
## 975          TA          Y        509         135             0          0
## 976          TA          Y        153          50             0          0
## 977        <NA>          Y          0           0             0          0
## 978          TA          Y          0         116             0          0
## 979          TA          Y          0           0             0          0
## 980          TA          Y          0          80             0          0
## 981          TA          Y        144          76             0          0
## 982          TA          Y        250           0             0          0
## 983          TA          Y        100          16             0          0
## 984          TA          Y          0           0             0          0
## 985          TA          Y          0           0             0          0
## 986          TA          Y          0          48             0          0
## 987          TA          Y        394           0             0          0
## 988          TA          Y        168          95             0          0
## 989          TA          Y          0         224             0          0
## 990          TA          Y          0          50             0          0
## 991          TA          Y          0          70             0          0
## 992          TA          P          0         169             0          0
## 993          TA          Y        239          42             0          0
## 994          TA          Y          0          35             0          0
## 995          TA          Y        216          48             0          0
## 996          TA          Y          0          57             0          0
## 997          TA          Y          0         319             0          0
## 998          TA          Y        371           0             0          0
## 999          Fa          P          0         100            48          0
## 1000         TA          Y        105          61             0          0
## 1001         Fa          Y          0           0             0          0
## 1002         TA          N          0          20            94          0
## 1003         TA          Y        144         104             0          0
## 1004         TA          Y          0           0             0          0
## 1005         TA          Y        156           0             0          0
## 1006         TA          Y        210           0             0          0
## 1007         TA          Y          0           0             0          0
## 1008         TA          Y        238           0             0          0
## 1009         TA          Y        100          48             0          0
## 1010       <NA>          P          0           0           138          0
## 1011         TA          Y          0           0           108          0
## 1012       <NA>          Y          0           0             0          0
## 1013         TA          Y         96           0           112          0
## 1014         TA          Y          0          30           226          0
## 1015         TA          Y          0         130             0          0
## 1016         TA          Y          0          45             0          0
## 1017         TA          Y        115          66             0          0
## 1018         TA          Y         63           0             0          0
## 1019         TA          Y        164           0             0          0
## 1020         TA          Y        142          20             0          0
## 1021         TA          Y        252          64             0          0
## 1022         TA          Y        105          54             0          0
## 1023         Fa          Y          0           0           192          0
## 1024         TA          Y        156          20             0          0
## 1025         TA          Y          0          72           174          0
## 1026         TA          Y         96           0             0          0
## 1027         TA          Y          0           0             0          0
## 1028         TA          Y        192          44             0          0
## 1029         TA          Y          0           0             0          0
## 1030         TA          Y          0          28             0          0
## 1031       <NA>          N          0           0           228          0
## 1032         TA          Y        136          63             0          0
## 1033         TA          Y        209          55             0          0
## 1034         TA          Y          0         136             0          0
## 1035         TA          Y          0           0             0          0
## 1036         TA          N        186           0             0          0
## 1037         TA          Y        228           0             0          0
## 1038         TA          Y          0          45             0          0
## 1039       <NA>          Y          0           0             0          0
## 1040         TA          Y          0           0             0          0
## 1041         TA          Y          0           0             0          0
## 1042         TA          Y          0          40             0          0
## 1043         TA          Y        170          63             0          0
## 1044         TA          Y        192         121             0          0
## 1045         TA          Y        474         120             0          0
## 1046         TA          Y          0           0             0          0
## 1047         TA          Y        214         108             0          0
## 1048         TA          Y          0           0             0          0
## 1049         TA          Y          0           0             0          0
## 1050         TA          Y          0           0             0          0
## 1051         TA          Y          0          22             0          0
## 1052         TA          Y          0          20             0          0
## 1053         TA          Y          0          52             0          0
## 1054         TA          Y        116          78             0          0
## 1055         TA          Y        199          60             0          0
## 1056         TA          Y          0           0             0          0
## 1057         TA          Y        192          36             0          0
## 1058         TA          Y        168          98             0          0
## 1059         TA          Y          0         102             0          0
## 1060         Fa          Y          0           0            19          0
## 1061         TA          Y          0           0           170          0
## 1062         TA          Y          0          20             0          0
## 1063         TA          Y          0          57             0          0
## 1064         TA          Y        166         120             0          0
## 1065         TA          Y          0          58             0          0
## 1066         TA          Y        296          44             0          0
## 1067         TA          Y          0          40             0          0
## 1068         TA          Y        328         128             0          0
## 1069         TA          Y        728          20             0          0
## 1070         TA          Y          0           0             0          0
## 1071         TA          Y          0          20             0          0
## 1072         TA          Y          0           0             0          0
## 1073         TA          P          0           0             0          0
## 1074         TA          Y        252           0             0          0
## 1075         TA          Y        140          93             0          0
## 1076         TA          Y          0           0             0          0
## 1077         TA          Y        436          21             0          0
## 1078         TA          Y        240          32             0          0
## 1079         TA          Y        140           0             0          0
## 1080         TA          Y          0          64             0          0
## 1081         TA          Y         55           0             0        216
## 1082         TA          Y          0           0           220          0
## 1083         TA          Y        192          39             0          0
## 1084         TA          Y          0         116             0          0
## 1085         TA          Y        315          44             0          0
## 1086         TA          Y        120           0             0          0
## 1087         TA          Y        120          96             0          0
## 1088         TA          Y        160          50             0          0
## 1089         TA          Y          0          40             0          0
## 1090         TA          Y          0          84             0          0
## 1091         TA          Y          0           0             0          0
## 1092         TA          Y          0          48             0          0
## 1093         TA          Y        342           0           128          0
## 1094         TA          Y          0          64             0          0
## 1095         TA          Y          0           0            80          0
## 1096         TA          Y          0          22             0          0
## 1097       <NA>          Y        136           0           115          0
## 1098         TA          Y          0          74           137          0
## 1099         TA          Y          0           0             0          0
## 1100         TA          Y          0           0             0          0
## 1101         TA          N          0           0             0          0
## 1102         TA          Y          0           0             0          0
## 1103         TA          Y          0          16             0          0
## 1104         TA          Y          0           0           192          0
## 1105         TA          Y          0           0             0          0
## 1106         TA          Y        186          32             0          0
## 1107         TA          Y          0         244             0          0
## 1108         TA          Y          0         100             0          0
## 1109         TA          Y        100          48             0          0
## 1110         TA          Y        125         185             0          0
## 1111         TA          Y        224          84             0          0
## 1112         TA          Y          0          69             0          0
## 1113         TA          Y          0           0             0          0
## 1114         TA          Y          0          18             0          0
## 1115         TA          Y          0           0             0          0
## 1116         TA          Y          0           0             0          0
## 1117         TA          Y        120           0             0          0
## 1118         TA          Y          0           0             0          0
## 1119         TA          Y        280          34             0          0
## 1120         TA          Y        140           0           252          0
## 1121         TA          Y          0          22           112          0
## 1122         TA          Y        144          20             0          0
## 1123         TA          Y         64           0             0          0
## 1124       <NA>          Y          0         200             0          0
## 1125         TA          Y        100          25             0          0
## 1126         Fa          Y          0           0             0          0
## 1127         TA          Y        143          20             0          0
## 1128         TA          Y        144          36             0          0
## 1129         TA          Y        100          48             0          0
## 1130         TA          Y         49           0             0          0
## 1131         TA          Y        431          44             0          0
## 1132       <NA>          Y          0          28             0          0
## 1133         TA          N          0          48             0          0
## 1134         TA          Y          0         155             0          0
## 1135         TA          Y        100          38             0          0
## 1136         TA          Y          0         128             0          0
## 1137         TA          Y          0           0            96          0
## 1138       <NA>          N          0           0           176          0
## 1139         TA          Y        264          32             0          0
## 1140         TA          Y          0           0           216          0
## 1141         TA          Y          0           0             0          0
## 1142         TA          Y        448          96             0          0
## 1143         TA          Y        125         144             0          0
## 1144       <NA>          Y          0          24             0          0
## 1145         TA          Y          0           0             0          0
## 1146         TA          Y          0           0             0          0
## 1147         TA          Y        165          26             0          0
## 1148         TA          Y          0           0             0          0
## 1149         TA          Y          0           0           176          0
## 1150         TA          Y          0           0             0          0
## 1151         TA          Y          0           0           214          0
## 1152         TA          Y          0         140             0          0
## 1153         TA          Y          0           0           280          0
## 1154         TA          Y          0           0            96          0
## 1155         TA          Y         60          84             0          0
## 1156         TA          Y          0          21             0          0
## 1157         TA          Y          0          92             0         96
## 1158         TA          Y        172          62             0          0
## 1159         TA          Y          0          24             0          0
## 1160         TA          Y          0          69             0          0
## 1161         TA          Y         26           0             0          0
## 1162         TA          Y        108           0             0        216
## 1163         TA          Y          0           0             0          0
## 1164         TA          Y        120           0             0          0
## 1165         TA          Y        168         180             0          0
## 1166         TA          Y          0         114             0          0
## 1167         TA          Y        160          33             0          0
## 1168         TA          Y          0          38             0          0
## 1169         TA          Y          0           0             0          0
## 1170         TA          Y        361          76             0          0
## 1171         TA          Y        203           0             0          0
## 1172         TA          Y          0           0             0          0
## 1173         TA          Y          0          54             0          0
## 1174       <NA>          Y        122           0             0          0
## 1175         TA          Y          0           0             0          0
## 1176         TA          Y          0          33             0          0
## 1177         TA          Y        362           0             0          0
## 1178         TA          N          0           0           116          0
## 1179         TA          Y        192           0           102          0
## 1180       <NA>          N          0          36           190          0
## 1181         TA          Y          0           0             0          0
## 1182         TA          Y        162          53             0        153
## 1183         TA          Y        171          78             0          0
## 1184         TA          Y        229           0             0          0
## 1185         TA          Y          0         263             0          0
## 1186         TA          Y          0           0           236          0
## 1187         Fa          Y          0          74             0          0
## 1188         TA          Y          0         114           192          0
## 1189         TA          Y        144          68             0          0
## 1190         TA          Y        140          60             0          0
##      ScreenPorch PoolArea PoolQC Fence MiscFeature MiscVal MoSold YrSold
## 1              0        0   <NA>  <NA>        <NA>       0      2   2008
## 2              0        0   <NA>  <NA>        <NA>       0      5   2007
## 3              0        0   <NA>  <NA>        <NA>       0      9   2008
## 4              0        0   <NA>  <NA>        <NA>       0      2   2006
## 5              0        0   <NA>  <NA>        <NA>       0     12   2008
## 6              0        0   <NA> MnPrv        Shed     700     10   2009
## 7              0        0   <NA>  <NA>        <NA>       0      8   2007
## 8              0        0   <NA>  <NA>        Shed     350     11   2009
## 9              0        0   <NA>  <NA>        <NA>       0      4   2008
## 10             0        0   <NA>  <NA>        <NA>       0      1   2008
## 11             0        0   <NA>  <NA>        <NA>       0      2   2008
## 12             0        0   <NA>  <NA>        <NA>       0      7   2006
## 13           176        0   <NA>  <NA>        <NA>       0      9   2008
## 14             0        0   <NA>  <NA>        <NA>       0      8   2007
## 15             0        0   <NA>  GdWo        <NA>       0      5   2008
## 16             0        0   <NA> GdPrv        <NA>       0      7   2007
## 17             0        0   <NA>  <NA>        Shed     700      3   2010
## 18             0        0   <NA>  <NA>        Shed     500     10   2006
## 19             0        0   <NA>  <NA>        <NA>       0      6   2008
## 20             0        0   <NA> MnPrv        <NA>       0      5   2009
## 21             0        0   <NA>  <NA>        <NA>       0     11   2006
## 22             0        0   <NA> GdPrv        <NA>       0      6   2007
## 23             0        0   <NA>  <NA>        <NA>       0      9   2008
## 24             0        0   <NA>  <NA>        <NA>       0      6   2007
## 25             0        0   <NA> MnPrv        <NA>       0      5   2010
## 26             0        0   <NA>  <NA>        <NA>       0      7   2009
## 27             0        0   <NA>  <NA>        <NA>       0      5   2010
## 28             0        0   <NA>  <NA>        <NA>       0      5   2010
## 29             0        0   <NA>  <NA>        <NA>       0     12   2006
## 30             0        0   <NA>  <NA>        <NA>       0      5   2008
## 31             0        0   <NA> MnPrv        <NA>       0      7   2008
## 32             0        0   <NA> MnPrv        <NA>       0      6   2008
## 33             0        0   <NA>  <NA>        <NA>       0      1   2008
## 34             0        0   <NA>  <NA>        <NA>       0      4   2010
## 35             0        0   <NA>  <NA>        <NA>       0      8   2007
## 36             0        0   <NA>  <NA>        <NA>       0      9   2006
## 37             0        0   <NA>  <NA>        <NA>       0      6   2009
## 38             0        0   <NA>  <NA>        <NA>       0     10   2009
## 39             0        0   <NA>  <NA>        <NA>       0      1   2010
## 40             0        0   <NA>  <NA>        <NA>       0      6   2008
## 41             0        0   <NA>  GdWo        <NA>       0     12   2006
## 42             0        0   <NA>  <NA>        <NA>       0      7   2007
## 43             0        0   <NA> MnPrv        <NA>       0     12   2007
## 44             0        0   <NA> MnPrv        <NA>       0      7   2008
## 45             0        0   <NA>  <NA>        <NA>       0      5   2006
## 46             0        0   <NA>  <NA>        <NA>       0      2   2010
## 47           198        0   <NA>  <NA>        <NA>       0      8   2009
## 48             0        0   <NA>  <NA>        <NA>       0      7   2007
## 49             0        0   <NA>  <NA>        <NA>       0      6   2009
## 50             0        0   <NA> MnPrv        <NA>       0      1   2007
## 51             0        0   <NA>  <NA>        <NA>       0      7   2007
## 52             0        0   <NA> MnPrv        Shed     400      9   2006
## 53             0        0   <NA>  <NA>        <NA>       0      5   2010
## 54             0        0   <NA>  <NA>        <NA>       0     11   2006
## 55             0        0   <NA> MnPrv        <NA>       0      2   2007
## 56             0        0   <NA>  <NA>        <NA>       0      7   2008
## 57             0        0   <NA>  <NA>        <NA>       0      8   2009
## 58             0        0   <NA>  <NA>        <NA>       0      8   2006
## 59             0        0   <NA>  <NA>        <NA>       0     10   2006
## 60             0        0   <NA> MnPrv        <NA>       0      1   2008
## 61             0        0   <NA>  <NA>        <NA>       0      5   2006
## 62             0        0   <NA>  <NA>        <NA>       0      3   2007
## 63             0        0   <NA>  <NA>        <NA>       0     10   2007
## 64             0        0   <NA> GdPrv        <NA>       0      4   2010
## 65             0        0   <NA> GdPrv        <NA>       0      2   2009
## 66             0        0   <NA>  <NA>        <NA>       0     10   2007
## 67             0        0   <NA>  <NA>        <NA>       0      7   2010
## 68             0        0   <NA>  <NA>        <NA>       0      6   2007
## 69             0        0   <NA>  <NA>        <NA>       0      6   2010
## 70             0        0   <NA>  <NA>        <NA>       0      7   2006
## 71             0        0   <NA>  <NA>        <NA>       0      2   2007
## 72             0        0   <NA>  <NA>        <NA>       0      6   2007
## 73           291        0   <NA>  <NA>        <NA>       0     12   2009
## 74             0        0   <NA>  GdWo        <NA>       0      5   2010
## 75             0        0   <NA>  <NA>        <NA>       0      5   2010
## 76             0        0   <NA>  GdWo        <NA>       0     11   2009
## 77             0        0   <NA>  <NA>        <NA>       0      4   2008
## 78             0        0   <NA> MnPrv        <NA>       0      1   2008
## 79             0        0   <NA>  <NA>        <NA>       0      4   2010
## 80             0        0   <NA> MnPrv        <NA>       0      5   2009
## 81           252        0   <NA>  <NA>        <NA>       0      6   2009
## 82             0        0   <NA>  <NA>        <NA>       0      3   2006
## 83             0        0   <NA>  <NA>        <NA>       0     10   2008
## 84             0        0   <NA>  <NA>        <NA>       0      7   2007
## 85             0        0   <NA>  <NA>        Shed     700      5   2009
## 86             0        0   <NA>  <NA>        <NA>       0      4   2006
## 87             0        0   <NA>  <NA>        <NA>       0      3   2009
## 88             0        0   <NA>  <NA>        <NA>       0      6   2009
## 89             0        0   <NA> MnPrv        <NA>       0     10   2009
## 90             0        0   <NA>  <NA>        <NA>       0      8   2007
## 91             0        0   <NA>  <NA>        <NA>       0      7   2006
## 92             0        0   <NA>  GdWo        <NA>       0     12   2006
## 93             0        0   <NA>  <NA>        <NA>       0      8   2009
## 94            99        0   <NA>  <NA>        <NA>       0     11   2007
## 95             0        0   <NA>  <NA>        <NA>       0      5   2007
## 96             0        0   <NA>  <NA>        Shed     480      4   2009
## 97             0        0   <NA>  <NA>        <NA>       0      8   2006
## 98             0        0   <NA>  <NA>        <NA>       0      5   2007
## 99             0        0   <NA>  <NA>        Shed     400      5   2010
## 100            0        0   <NA>  <NA>        Shed     400      1   2010
## 101            0        0   <NA>  <NA>        <NA>       0      2   2010
## 102            0        0   <NA>  <NA>        <NA>       0      6   2010
## 103            0        0   <NA>  <NA>        <NA>       0      6   2009
## 104            0        0   <NA>  <NA>        <NA>       0      5   2010
## 105          184        0   <NA>  <NA>        <NA>       0      6   2007
## 106            0        0   <NA>  <NA>        <NA>       0      8   2008
## 107            0        0   <NA>  <NA>        Shed     450      8   2007
## 108            0        0   <NA>  <NA>        <NA>       0      4   2008
## 109            0        0   <NA>  <NA>        <NA>       0      8   2007
## 110            0        0   <NA> MnPrv        <NA>       0      1   2010
## 111            0        0   <NA>  <NA>        <NA>       0     10   2006
## 112            0        0   <NA>  <NA>        <NA>       0      4   2010
## 113          168        0   <NA>  <NA>        <NA>       0     10   2007
## 114            0        0   <NA> MnPrv        <NA>       0     10   2007
## 115            0        0   <NA> MnPrv        <NA>       0      7   2007
## 116            0        0   <NA>  <NA>        <NA>       0      6   2007
## 117            0        0   <NA>  <NA>        <NA>       0      9   2009
## 118            0        0   <NA>  <NA>        <NA>       0      4   2007
## 119            0        0   <NA>  <NA>        <NA>       0      5   2010
## 120            0        0   <NA>  <NA>        <NA>       0      7   2006
## 121            0        0   <NA>  <NA>        <NA>       0     10   2006
## 122            0        0   <NA> MnPrv        <NA>       0      6   2007
## 123          130        0   <NA>  <NA>        <NA>       0      6   2008
## 124            0        0   <NA>  <NA>        <NA>       0      3   2008
## 125            0        0   <NA>  <NA>        <NA>       0      1   2009
## 126            0        0   <NA>  <NA>        <NA>       0      6   2006
## 127            0        0   <NA>  <NA>        <NA>       0      2   2007
## 128            0        0   <NA>  <NA>        <NA>       0      6   2007
## 129            0        0   <NA>  <NA>        <NA>       0      7   2006
## 130            0        0   <NA>  MnWw        <NA>       0      7   2006
## 131            0        0   <NA> GdPrv        <NA>       0      5   2006
## 132            0        0   <NA>  <NA>        <NA>       0      7   2009
## 133            0        0   <NA>  <NA>        <NA>       0      7   2007
## 134            0        0   <NA>  <NA>        <NA>       0      6   2009
## 135            0        0   <NA> MnPrv        <NA>       0      7   2006
## 136            0        0   <NA> MnPrv        <NA>       0      5   2008
## 137            0        0   <NA>  <NA>        <NA>       0      7   2007
## 138            0        0   <NA>  <NA>        <NA>       0      7   2006
## 139            0        0   <NA> GdPrv        <NA>       0     12   2008
## 140            0        0   <NA> MnPrv        <NA>       0      8   2009
## 141            0        0   <NA>  <NA>        <NA>       0      4   2010
## 142            0        0   <NA>  <NA>        <NA>       0      1   2006
## 143            0        0   <NA> MnPrv        <NA>       0      6   2010
## 144            0        0   <NA>  <NA>        <NA>       0      6   2009
## 145            0        0   <NA>  <NA>        <NA>       0     11   2006
## 146            0        0   <NA>  <NA>        <NA>       0      4   2006
## 147            0        0   <NA>  <NA>        <NA>       0     11   2009
## 148            0        0   <NA>  <NA>        <NA>       0      5   2010
## 149            0        0   <NA>  <NA>        <NA>       0      4   2008
## 150            0        0   <NA>  <NA>        <NA>       0      4   2006
## 151            0        0   <NA> MnPrv        <NA>       0      1   2007
## 152            0        0   <NA>  <NA>        <NA>       0      1   2008
## 153            0        0   <NA>  GdWo        <NA>       0      6   2006
## 154            0        0   <NA>  <NA>        <NA>       0      3   2008
## 155            0        0   <NA>  <NA>        <NA>       0      3   2006
## 156            0        0   <NA>  <NA>        <NA>       0      4   2008
## 157            0        0   <NA>  <NA>        <NA>       0      6   2006
## 158            0        0   <NA>  <NA>        <NA>       0      5   2010
## 159            0        0   <NA>  GdWo        <NA>       0      5   2010
## 160            0        0   <NA>  <NA>        <NA>       0      3   2006
## 161            0        0   <NA>  <NA>        <NA>       0      6   2008
## 162            0        0   <NA>  <NA>        <NA>       0      3   2008
## 163            0        0   <NA>  <NA>        <NA>       0      5   2010
## 164            0        0   <NA> MnPrv        <NA>       0      4   2007
## 165            0        0   <NA>  <NA>        <NA>       0     10   2007
## 166            0        0   <NA>  <NA>        <NA>       0      9   2008
## 167          142        0   <NA>  GdWo        <NA>       0     11   2009
## 168            0        0   <NA>  <NA>        <NA>       0     11   2007
## 169            0        0   <NA>  <NA>        <NA>       0      5   2007
## 170            0        0   <NA>  <NA>        <NA>       0      1   2006
## 171            0        0   <NA>  <NA>        <NA>       0      5   2007
## 172            0        0   <NA>  <NA>        <NA>       0      5   2010
## 173            0        0   <NA>  <NA>        <NA>       0      6   2006
## 174            0        0   <NA>  <NA>        <NA>       0      6   2008
## 175            0        0   <NA>  <NA>        <NA>       0     11   2008
## 176            0        0   <NA> MnPrv        <NA>       0      6   2007
## 177          192        0   <NA>  <NA>        <NA>       0      9   2007
## 178            0        0   <NA>  <NA>        <NA>       0      7   2006
## 179            0        0   <NA>  <NA>        <NA>       0      7   2009
## 180            0        0   <NA>  <NA>        <NA>       0      7   2007
## 181            0        0   <NA>  <NA>        <NA>       0      6   2007
## 182            0        0   <NA>  <NA>        <NA>       0      7   2006
## 183            0        0   <NA> MnPrv        <NA>       0      6   2007
## 184            0        0   <NA>  <NA>        <NA>       0      6   2008
## 185            0        0   <NA> MnPrv        <NA>       0      6   2006
## 186          410        0   <NA> GdPrv        <NA>       0      6   2006
## 187            0        0   <NA> GdPrv        <NA>       0      6   2009
## 188            0        0   <NA> MnPrv        <NA>       0      8   2009
## 189            0        0   <NA>  <NA>        <NA>       0      6   2009
## 190          224        0   <NA>  <NA>        <NA>       0      8   2008
## 191            0        0   <NA>  <NA>        <NA>       0     12   2007
## 192            0        0   <NA>  <NA>        <NA>       0      6   2007
## 193            0        0   <NA>  <NA>        <NA>       0      9   2009
## 194            0        0   <NA>  <NA>        <NA>       0      5   2006
## 195            0        0   <NA>  <NA>        <NA>       0      5   2008
## 196            0        0   <NA>  <NA>        <NA>       0      7   2009
## 197          266        0   <NA>  <NA>        <NA>       0      9   2007
## 198            0      512     Ex GdPrv        <NA>       0      3   2006
## 199            0        0   <NA> MnPrv        <NA>       0      7   2009
## 200          170        0   <NA>  <NA>        <NA>       0      1   2009
## 201            0        0   <NA>  <NA>        <NA>       0      3   2010
## 202            0        0   <NA> MnPrv        <NA>       0      2   2008
## 203            0        0   <NA>  <NA>        <NA>       0      5   2006
## 204            0        0   <NA>  <NA>        <NA>       0      1   2008
## 205            0        0   <NA>  MnWw        <NA>       0      4   2009
## 206            0        0   <NA>  <NA>        <NA>       0      5   2009
## 207            0        0   <NA>  <NA>        <NA>       0      3   2007
## 208            0        0   <NA>  GdWo        <NA>       0      4   2008
## 209          154        0   <NA>  <NA>        <NA>       0      4   2007
## 210            0        0   <NA> MnPrv        <NA>       0      7   2008
## 211            0        0   <NA>  <NA>        <NA>       0      4   2008
## 212            0        0   <NA>  <NA>        <NA>       0      3   2010
## 213            0        0   <NA>  <NA>        <NA>       0      7   2009
## 214            0        0   <NA>  <NA>        <NA>       0      7   2006
## 215            0        0   <NA> MnPrv        Shed     450      3   2010
## 216            0        0   <NA> MnPrv        <NA>       0      5   2006
## 217            0        0   <NA>  <NA>        <NA>       0      4   2008
## 218            0        0   <NA>  <NA>        <NA>       0      9   2006
## 219            0        0   <NA>  <NA>        <NA>       0      5   2008
## 220            0        0   <NA>  <NA>        <NA>       0      3   2006
## 221            0        0   <NA>  <NA>        <NA>       0      4   2006
## 222            0        0   <NA>  <NA>        <NA>       0     12   2009
## 223            0        0   <NA> MnPrv        <NA>       0      2   2006
## 224            0        0   <NA>  <NA>        <NA>       0      3   2009
## 225            0        0   <NA>  <NA>        <NA>       0      6   2009
## 226            0        0   <NA>  <NA>        <NA>       0      5   2009
## 227            0        0   <NA>  <NA>        <NA>       0      6   2007
## 228            0        0   <NA>  <NA>        <NA>       0      9   2008
## 229            0        0   <NA> MnPrv        <NA>       0      5   2010
## 230            0        0   <NA>  <NA>        <NA>       0      5   2009
## 231            0        0   <NA>  <NA>        <NA>       0      4   2010
## 232            0        0   <NA>  <NA>        <NA>       0      7   2009
## 233            0        0   <NA>  <NA>        <NA>       0      6   2006
## 234            0        0   <NA> MnPrv        <NA>       0      2   2010
## 235            0        0   <NA>  <NA>        <NA>       0      5   2010
## 236            0        0   <NA>  <NA>        <NA>       0      8   2008
## 237            0        0   <NA>  <NA>        <NA>       0      5   2010
## 238            0        0   <NA>  <NA>        <NA>       0      2   2010
## 239            0        0   <NA>  <NA>        <NA>       0     12   2007
## 240            0        0   <NA> MnPrv        <NA>       0      4   2010
## 241            0        0   <NA>  <NA>        <NA>       0      4   2010
## 242            0        0   <NA>  <NA>        <NA>       0      8   2007
## 243            0        0   <NA>  <NA>        <NA>       0      4   2006
## 244            0        0   <NA>  <NA>        <NA>       0      4   2009
## 245            0        0   <NA>  <NA>        <NA>       0      5   2010
## 246            0        0   <NA>  <NA>        <NA>       0      6   2006
## 247            0        0   <NA>  <NA>        <NA>       0      4   2006
## 248            0        0   <NA>  <NA>        <NA>       0      6   2006
## 249            0        0   <NA>  <NA>        <NA>       0      9   2007
## 250            0        0   <NA>  <NA>        Shed     500      6   2007
## 251            0        0   <NA>  GdWo        Shed     450      5   2010
## 252          153        0   <NA>  <NA>        <NA>       0     12   2007
## 253            0        0   <NA>  <NA>        <NA>       0     12   2008
## 254            0        0   <NA> MnPrv        <NA>       0     10   2007
## 255            0        0   <NA>  <NA>        <NA>       0      6   2010
## 256            0        0   <NA>  <NA>        <NA>       0      2   2006
## 257            0        0   <NA>  <NA>        <NA>       0      5   2008
## 258            0        0   <NA>  <NA>        <NA>       0      3   2009
## 259            0        0   <NA>  <NA>        <NA>       0      5   2008
## 260            0        0   <NA>  <NA>        <NA>       0     12   2008
## 261            0        0   <NA>  GdWo        <NA>       0      5   2009
## 262            0        0   <NA>  <NA>        <NA>       0     11   2007
## 263            0        0   <NA>  GdWo        <NA>       0      7   2006
## 264            0        0   <NA>  <NA>        <NA>       0      4   2010
## 265            0        0   <NA>  <NA>        <NA>       0      6   2008
## 266            0        0   <NA> GdPrv        <NA>       0      6   2008
## 267            0        0   <NA>  <NA>        <NA>       0      6   2006
## 268            0        0   <NA>  <NA>        <NA>       0      7   2008
## 269            0        0   <NA>  <NA>        <NA>       0      2   2008
## 270            0        0   <NA> GdPrv        <NA>       0      5   2007
## 271            0        0   <NA>  <NA>        <NA>       0      8   2006
## 272            0        0   <NA>  <NA>        <NA>       0      4   2008
## 273            0        0   <NA>  <NA>        <NA>       0      4   2010
## 274            0        0   <NA> MnPrv        <NA>       0      4   2009
## 275            0        0   <NA>  <NA>        <NA>       0      6   2007
## 276          144        0   <NA>  <NA>        <NA>       0     10   2009
## 277            0        0   <NA>  <NA>        <NA>       0      4   2010
## 278            0        0   <NA>  <NA>        <NA>       0      6   2010
## 279          142        0   <NA>  <NA>        <NA>       0      5   2007
## 280            0        0   <NA>  <NA>        <NA>       0      3   2008
## 281            0        0   <NA>  <NA>        <NA>       0      1   2007
## 282            0        0   <NA>  <NA>        <NA>       0      5   2006
## 283            0        0   <NA>  <NA>        <NA>       0      4   2009
## 284            0        0   <NA>  <NA>        <NA>       0     12   2009
## 285            0        0   <NA>  <NA>        <NA>       0      7   2007
## 286            0        0   <NA>  <NA>        <NA>       0      6   2007
## 287          128        0   <NA> GdPrv        <NA>       0      6   2006
## 288            0        0   <NA>  <NA>        <NA>       0      6   2006
## 289            0        0   <NA> MnPrv        <NA>       0      2   2010
## 290          259        0   <NA>  <NA>        <NA>       0      7   2007
## 291            0        0   <NA>  <NA>        <NA>       0      7   2006
## 292            0        0   <NA>  <NA>        <NA>       0      3   2008
## 293          160        0   <NA>  <NA>        <NA>       0      1   2009
## 294            0        0   <NA>  <NA>        <NA>       0      3   2006
## 295            0        0   <NA>  <NA>        <NA>       0     10   2009
## 296            0        0   <NA> GdPrv        <NA>       0      3   2006
## 297            0        0   <NA> MnPrv        <NA>       0      6   2007
## 298          198        0   <NA>  <NA>        <NA>       0      6   2007
## 299            0        0   <NA>  <NA>        <NA>       0      6   2007
## 300            0        0   <NA> GdPrv        <NA>       0      8   2009
## 301            0        0   <NA>  <NA>        <NA>       0      6   2006
## 302            0        0   <NA>  <NA>        <NA>       0      5   2007
## 303            0        0   <NA>  <NA>        <NA>       0      1   2006
## 304            0        0   <NA>  GdWo        <NA>       0      7   2006
## 305            0        0   <NA>  <NA>        <NA>       0      5   2008
## 306            0        0   <NA>  <NA>        <NA>       0      7   2007
## 307            0        0   <NA>  <NA>        <NA>       0      6   2007
## 308            0        0   <NA> MnPrv        <NA>       0      3   2008
## 309            0        0   <NA>  <NA>        <NA>       0      3   2009
## 310            0        0   <NA>  <NA>        <NA>       0     11   2006
## 311            0        0   <NA>  <NA>        <NA>       0      5   2006
## 312            0        0   <NA>  <NA>        <NA>       0      5   2009
## 313          271        0   <NA> MnPrv        <NA>       0      5   2006
## 314            0        0   <NA>  <NA>        <NA>       0      6   2009
## 315            0        0   <NA>  <NA>        <NA>       0      8   2006
## 316            0        0   <NA>  <NA>        <NA>       0      7   2009
## 317            0        0   <NA> GdPrv        <NA>       0      8   2009
## 318            0        0   <NA>  <NA>        <NA>       0     12   2007
## 319            0        0   <NA>  <NA>        <NA>       0      4   2009
## 320            0        0   <NA>  <NA>        <NA>       0      6   2009
## 321            0        0   <NA>  <NA>        <NA>       0      9   2006
## 322            0        0   <NA>  <NA>        <NA>       0      6   2007
## 323            0        0   <NA> MnPrv        <NA>       0      8   2007
## 324            0        0   <NA>  <NA>        <NA>       0      7   2006
## 325            0        0   <NA>  <NA>        <NA>       0      6   2010
## 326            0        0   <NA>  <NA>        <NA>       0     12   2007
## 327            0        0   <NA>  <NA>        <NA>       0      5   2008
## 328            0        0   <NA>  <NA>        <NA>       0      4   2006
## 329            0        0   <NA>  <NA>        <NA>       0      7   2009
## 330            0        0   <NA>  GdWo        <NA>       0      7   2009
## 331            0        0   <NA>  <NA>        <NA>       0     11   2007
## 332            0        0   <NA>  <NA>        <NA>       0      8   2007
## 333            0        0   <NA>  <NA>        <NA>       0     10   2009
## 334            0        0   <NA>  <NA>        <NA>       0      7   2008
## 335            0        0   <NA>  <NA>        <NA>       0      7   2008
## 336            0        0   <NA>  <NA>        Shed     700      8   2008
## 337            0        0   <NA>  <NA>        <NA>       0      7   2007
## 338            0        0   <NA>  <NA>        <NA>       0     12   2008
## 339            0        0   <NA>  <NA>        Shed     400      5   2006
## 340          234        0   <NA>  <NA>        <NA>       0      6   2009
## 341            0        0   <NA>  <NA>        <NA>       0      4   2010
## 342            0        0   <NA>  <NA>        <NA>       0      9   2009
## 343            0        0   <NA>  <NA>        <NA>       0      5   2006
## 344            0        0   <NA>  <NA>        <NA>       0      7   2008
## 345            0        0   <NA>  <NA>        <NA>       0      4   2010
## 346            0        0   <NA>  <NA>        <NA>       0     10   2006
## 347            0        0   <NA>  <NA>        Gar2   15500      4   2007
## 348            0        0   <NA>  <NA>        <NA>       0     12   2009
## 349            0        0   <NA>  <NA>        <NA>       0     10   2008
## 350            0        0   <NA>  <NA>        <NA>       0      4   2006
## 351            0        0   <NA>  <NA>        <NA>       0     12   2007
## 352          184        0   <NA>  <NA>        <NA>       0     12   2006
## 353            0        0   <NA>  <NA>        <NA>       0      3   2008
## 354            0        0   <NA>  <NA>        <NA>       0      5   2010
## 355            0        0   <NA>  <NA>        <NA>       0      6   2006
## 356            0        0   <NA>  <NA>        <NA>       0      8   2007
## 357            0        0   <NA>  <NA>        <NA>       0      7   2009
## 358            0        0   <NA> MnPrv        <NA>       0      8   2007
## 359            0        0   <NA>  <NA>        <NA>       0      7   2006
## 360          374        0   <NA>  <NA>        <NA>       0      6   2006
## 361          192        0   <NA> MnPrv        <NA>       0      6   2007
## 362            0        0   <NA>  <NA>        <NA>       0      7   2008
## 363            0        0   <NA>  <NA>        <NA>       0      7   2009
## 364            0        0   <NA>  <NA>        <NA>       0      5   2009
## 365            0        0   <NA>  <NA>        <NA>       0      7   2006
## 366            0        0   <NA>  <NA>        <NA>       0      7   2009
## 367          185        0   <NA>  <NA>        <NA>       0      7   2009
## 368            0        0   <NA>  <NA>        <NA>       0     12   2008
## 369            0        0   <NA>  <NA>        <NA>       0      3   2010
## 370          182        0   <NA>  <NA>        <NA>       0      3   2010
## 371            0        0   <NA>  <NA>        <NA>       0      1   2006
## 372            0        0   <NA>  <NA>        <NA>       0      7   2008
## 373           90        0   <NA> MnPrv        <NA>       0      2   2010
## 374            0        0   <NA>  GdWo        <NA>       0     11   2009
## 375            0        0   <NA>  <NA>        <NA>       0      7   2007
## 376            0        0   <NA>  <NA>        <NA>       0      3   2009
## 377            0        0   <NA>  <NA>        <NA>       0      7   2006
## 378            0        0   <NA>  <NA>        <NA>       0     12   2007
## 379            0        0   <NA>  <NA>        <NA>       0      6   2010
## 380            0        0   <NA>  <NA>        <NA>       0      6   2009
## 381            0        0   <NA>  <NA>        <NA>       0      5   2010
## 382            0        0   <NA>  <NA>        <NA>       0      8   2006
## 383            0        0   <NA>  <NA>        <NA>       0      4   2007
## 384            0        0   <NA>  <NA>        <NA>       0     10   2009
## 385            0        0   <NA>  <NA>        <NA>       0      6   2007
## 386          144        0   <NA>  <NA>        <NA>       0      4   2010
## 387            0        0   <NA>  <NA>        <NA>       0      5   2006
## 388            0        0   <NA>  GdWo        <NA>       0     10   2009
## 389            0        0   <NA>  <NA>        <NA>       0      7   2008
## 390            0        0   <NA>  <NA>        <NA>       0      8   2008
## 391            0        0   <NA> MnPrv        <NA>       0      4   2008
## 392            0        0   <NA>  <NA>        <NA>       0      6   2009
## 393            0        0   <NA> MnPrv        Shed    1200      7   2007
## 394            0        0   <NA>  GdWo        <NA>       0      4   2006
## 395            0        0   <NA>  <NA>        <NA>       0      7   2007
## 396            0        0   <NA>  <NA>        <NA>       0      6   2010
## 397            0        0   <NA>  <NA>        <NA>       0      9   2009
## 398            0        0   <NA>  <NA>        <NA>       0      7   2007
## 399            0        0   <NA>  <NA>        <NA>       0     11   2007
## 400            0        0   <NA>  <NA>        <NA>       0     10   2009
## 401          224        0   <NA>  <NA>        <NA>       0     12   2008
## 402            0        0   <NA>  <NA>        <NA>       0      7   2006
## 403            0        0   <NA> GdPrv        <NA>       0      8   2008
## 404            0        0   <NA>  <NA>        <NA>       0      7   2006
## 405            0        0   <NA>  <NA>        <NA>       0      5   2007
## 406            0        0   <NA>  GdWo        <NA>       0      6   2009
## 407            0        0   <NA>  <NA>        <NA>       0      3   2008
## 408            0        0   <NA>  <NA>        <NA>       0      3   2008
## 409            0        0   <NA>  <NA>        <NA>       0      8   2007
## 410            0        0   <NA>  <NA>        <NA>       0      4   2008
## 411            0        0   <NA>  <NA>        <NA>       0      6   2009
## 412            0        0   <NA>  <NA>        <NA>       0      1   2006
## 413            0        0   <NA>  <NA>        <NA>       0      6   2010
## 414            0        0   <NA>  <NA>        <NA>       0      3   2010
## 415            0        0   <NA>  <NA>        <NA>       0     12   2008
## 416            0        0   <NA>  <NA>        <NA>       0      8   2007
## 417            0        0   <NA>  <NA>        <NA>       0      3   2006
## 418            0        0   <NA>  <NA>        <NA>       0     11   2007
## 419            0        0   <NA>  <NA>        <NA>       0      4   2007
## 420            0        0   <NA>  <NA>        <NA>       0      7   2010
## 421            0        0   <NA>  <NA>        <NA>       0     11   2008
## 422            0        0   <NA>  <NA>        <NA>       0      6   2009
## 423            0        0   <NA>  <NA>        <NA>       0      2   2008
## 424            0        0   <NA>  <NA>        <NA>       0      6   2008
## 425            0        0   <NA>  <NA>        <NA>       0      5   2008
## 426            0        0   <NA>  <NA>        <NA>       0      9   2009
## 427          396        0   <NA>  <NA>        <NA>       0      8   2009
## 428            0        0   <NA>  <NA>        <NA>       0      7   2008
## 429            0        0   <NA>  <NA>        <NA>       0      9   2007
## 430            0        0   <NA>  <NA>        <NA>       0      3   2009
## 431            0        0   <NA>  <NA>        <NA>       0      7   2008
## 432            0        0   <NA> MnPrv        <NA>       0      9   2008
## 433            0        0   <NA>  <NA>        <NA>       0      8   2007
## 434            0        0   <NA>  <NA>        <NA>       0      7   2008
## 435            0        0   <NA>  <NA>        <NA>       0      6   2008
## 436            0        0   <NA>  <NA>        <NA>       0      4   2009
## 437            0        0   <NA>  <NA>        <NA>       0     10   2006
## 438            0        0   <NA>  <NA>        <NA>       0      1   2009
## 439            0        0   <NA> MnPrv        <NA>       0      3   2007
## 440            0        0   <NA> GdPrv        Shed     800      8   2009
## 441          170        0   <NA>  <NA>        <NA>       0      4   2009
## 442            0        0   <NA>  <NA>        <NA>       0      9   2008
## 443            0        0   <NA>  <NA>        <NA>       0      6   2008
## 444            0        0   <NA>  <NA>        <NA>       0      6   2007
## 445            0        0   <NA>  <NA>        <NA>       0      7   2008
## 446            0        0   <NA> MnPrv        <NA>       0     11   2009
## 447            0        0   <NA>  <NA>        <NA>       0      6   2010
## 448            0        0   <NA>  <NA>        <NA>       0      7   2006
## 449            0        0   <NA>  <NA>        <NA>       0      6   2006
## 450            0        0   <NA>  <NA>        <NA>       0      6   2007
## 451            0        0   <NA>  <NA>        <NA>       0      6   2006
## 452            0        0   <NA>  <NA>        <NA>       0     12   2006
## 453            0        0   <NA>  <NA>        <NA>       0      7   2007
## 454            0        0   <NA>  <NA>        <NA>       0      6   2009
## 455            0        0   <NA>  <NA>        <NA>       0      7   2006
## 456            0        0   <NA>  <NA>        <NA>       0      9   2007
## 457            0        0   <NA>  <NA>        <NA>       0      5   2008
## 458            0        0   <NA>  <NA>        <NA>       0      3   2008
## 459            0        0   <NA> MnPrv        <NA>       0      6   2008
## 460            0        0   <NA>  <NA>        <NA>       0      7   2009
## 461            0        0   <NA>  <NA>        <NA>       0     12   2009
## 462            0        0   <NA> MnPrv        <NA>       0      4   2009
## 463            0        0   <NA>  GdWo        <NA>       0     12   2009
## 464            0        0   <NA>  <NA>        <NA>       0      8   2008
## 465            0        0   <NA>  <NA>        <NA>       0      8   2009
## 466            0        0   <NA>  <NA>        <NA>       0      5   2006
## 467          176        0   <NA>  GdWo        <NA>       0      4   2007
## 468            0        0   <NA>  <NA>        <NA>       0      6   2007
## 469            0        0   <NA>  <NA>        <NA>       0      5   2007
## 470            0        0   <NA>  <NA>        <NA>       0      6   2008
## 471          140        0   <NA>  <NA>        <NA>       0      6   2010
## 472          276        0   <NA>  <NA>        <NA>       0     11   2007
## 473            0        0   <NA>  <NA>        <NA>       0      6   2008
## 474            0        0   <NA>  <NA>        <NA>       0      7   2007
## 475            0        0   <NA>  <NA>        <NA>       0      8   2007
## 476          192        0   <NA>  <NA>        <NA>       0      7   2007
## 477            0        0   <NA>  <NA>        <NA>       0      4   2008
## 478            0        0   <NA>  <NA>        <NA>       0      3   2007
## 479            0        0   <NA>  <NA>        <NA>       0      9   2009
## 480            0        0   <NA> MnPrv        <NA>       0      3   2007
## 481            0        0   <NA>  <NA>        <NA>       0      3   2006
## 482            0        0   <NA>  <NA>        <NA>       0      8   2006
## 483            0        0   <NA>  <NA>        <NA>       0      6   2009
## 484            0        0   <NA>  <NA>        <NA>       0      5   2006
## 485            0        0   <NA>  <NA>        <NA>       0      3   2007
## 486            0        0   <NA>  <NA>        <NA>       0      7   2009
## 487            0        0   <NA>  <NA>        <NA>       0      6   2007
## 488          180        0   <NA>  <NA>        <NA>       0      2   2007
## 489            0        0   <NA>  <NA>        <NA>       0      5   2006
## 490            0        0   <NA>  <NA>        <NA>       0      5   2009
## 491            0        0   <NA>  <NA>        <NA>       0      6   2008
## 492            0        0   <NA> MnPrv        <NA>       0      8   2006
## 493            0        0   <NA>  <NA>        <NA>       0      5   2006
## 494            0        0   <NA>  <NA>        <NA>       0      6   2008
## 495            0        0   <NA>  <NA>        <NA>       0     12   2009
## 496            0        0   <NA>  GdWo        <NA>       0     11   2009
## 497            0        0   <NA>  <NA>        <NA>       0      5   2007
## 498            0        0   <NA> GdPrv        <NA>       0      6   2008
## 499            0        0   <NA> MnPrv        <NA>       0      6   2009
## 500            0        0   <NA>  MnWw        Shed     480      6   2007
## 501            0        0   <NA>  <NA>        <NA>       0      5   2007
## 502            0        0   <NA>  <NA>        <NA>       0      2   2008
## 503            0        0   <NA> GdPrv        Shed     400      4   2007
## 504          161        0   <NA>  GdWo        <NA>       0      3   2010
## 505            0        0   <NA>  <NA>        <NA>       0      6   2009
## 506            0        0   <NA>  <NA>        <NA>       0      7   2009
## 507            0        0   <NA>  <NA>        <NA>       0      9   2006
## 508            0        0   <NA>  <NA>        <NA>       0      9   2009
## 509            0        0   <NA>  <NA>        <NA>       0     10   2008
## 510            0        0   <NA> MnPrv        <NA>       0      7   2009
## 511          168        0   <NA>  <NA>        Shed    2000      6   2009
## 512            0        0   <NA>  <NA>        <NA>       0      3   2006
## 513            0        0   <NA>  <NA>        <NA>       0      7   2006
## 514            0        0   <NA>  <NA>        <NA>       0      6   2007
## 515            0        0   <NA> MnPrv        <NA>       0      6   2007
## 516            0        0   <NA>  <NA>        <NA>       0      9   2009
## 517            0        0   <NA> GdPrv        <NA>       0      8   2009
## 518            0        0   <NA>  <NA>        <NA>       0      7   2009
## 519            0        0   <NA> MnPrv        <NA>       0      5   2007
## 520          145        0   <NA> MnPrv        <NA>       0      6   2009
## 521            0        0   <NA>  <NA>        <NA>       0      8   2008
## 522            0        0   <NA>  <NA>        <NA>       0      5   2007
## 523            0        0   <NA>  <NA>        <NA>       0     10   2006
## 524            0        0   <NA>  <NA>        <NA>       0     10   2007
## 525            0        0   <NA>  <NA>        <NA>       0      8   2007
## 526            0        0   <NA>  <NA>        <NA>       0      4   2006
## 527            0        0   <NA>  <NA>        <NA>       0      6   2007
## 528            0        0   <NA>  <NA>        <NA>       0     11   2008
## 529            0        0   <NA>  <NA>        <NA>       0      7   2007
## 530            0        0   <NA>  <NA>        <NA>       0      3   2007
## 531            0        0   <NA>  <NA>        <NA>       0      8   2008
## 532            0        0   <NA>  <NA>        <NA>       0      6   2008
## 533            0        0   <NA>  <NA>        <NA>       0      4   2010
## 534            0        0   <NA>  <NA>        <NA>       0      1   2007
## 535            0        0   <NA>  <NA>        <NA>       0     10   2006
## 536            0        0   <NA>  <NA>        <NA>       0      1   2008
## 537            0        0   <NA>  <NA>        <NA>       0      7   2008
## 538            0        0   <NA>  MnWw        <NA>       0      4   2008
## 539            0        0   <NA>  <NA>        <NA>       0      7   2006
## 540            0        0   <NA> MnPrv        Shed    2000      5   2010
## 541            0        0   <NA>  <NA>        <NA>       0      3   2009
## 542            0        0   <NA>  <NA>        <NA>       0      6   2007
## 543            0        0   <NA>  <NA>        <NA>       0      6   2009
## 544            0        0   <NA>  <NA>        <NA>       0      6   2007
## 545            0        0   <NA>  <NA>        <NA>       0      9   2006
## 546            0        0   <NA>  <NA>        <NA>       0      2   2006
## 547            0        0   <NA>  <NA>        <NA>       0      5   2007
## 548            0        0   <NA>  <NA>        <NA>       0      4   2007
## 549            0        0   <NA> MnPrv        <NA>       0      6   2008
## 550            0        0   <NA>  <NA>        <NA>       0     11   2009
## 551          200        0   <NA>  <NA>        <NA>       0     10   2008
## 552            0        0   <NA>  <NA>        <NA>       0      6   2008
## 553            0        0   <NA>  <NA>        <NA>       0      7   2009
## 554            0        0   <NA> MnPrv        <NA>       0      5   2009
## 555            0        0   <NA>  <NA>        <NA>       0      8   2008
## 556            0        0   <NA>  <NA>        <NA>       0      8   2006
## 557          122        0   <NA>  MnWw        <NA>       0      5   2006
## 558            0        0   <NA>  <NA>        <NA>       0      9   2006
## 559            0        0   <NA>  <NA>        <NA>       0      8   2008
## 560            0        0   <NA>  <NA>        <NA>       0     10   2006
## 561           95        0   <NA>  <NA>        <NA>       0      5   2010
## 562            0        0   <NA>  <NA>        <NA>       0      4   2006
## 563            0        0   <NA>  <NA>        <NA>       0      7   2008
## 564          144        0   <NA>  <NA>        <NA>       0      7   2008
## 565            0        0   <NA>  <NA>        <NA>       0      7   2006
## 566            0        0   <NA>  <NA>        <NA>       0      5   2010
## 567            0        0   <NA>  <NA>        <NA>       0      6   2008
## 568            0        0   <NA>  <NA>        <NA>       0      3   2010
## 569            0        0   <NA>  <NA>        <NA>       0      9   2009
## 570            0        0   <NA>  <NA>        <NA>       0     12   2006
## 571            0        0   <NA>  <NA>        <NA>       0     11   2008
## 572            0        0   <NA>  <NA>        <NA>       0     10   2006
## 573            0        0   <NA>  <NA>        <NA>       0      7   2009
## 574            0        0   <NA>  <NA>        <NA>       0     12   2007
## 575            0        0   <NA>  GdWo        <NA>       0     12   2007
## 576            0        0   <NA>  <NA>        <NA>       0     10   2008
## 577            0        0   <NA>  <NA>        <NA>       0      8   2009
## 578            0        0   <NA>  <NA>        <NA>       0      5   2006
## 579            0        0   <NA>  <NA>        <NA>       0      2   2008
## 580            0        0   <NA>  <NA>        <NA>       0     11   2008
## 581            0        0   <NA>  <NA>        <NA>       0      6   2007
## 582            0        0   <NA>  <NA>        <NA>       0      8   2009
## 583            0        0   <NA>  <NA>        <NA>       0      5   2007
## 584            0        0   <NA>  <NA>        <NA>       0      7   2008
## 585          120        0   <NA>  <NA>        <NA>       0      7   2009
## 586            0        0   <NA>  <NA>        <NA>       0      3   2006
## 587            0        0   <NA>  MnWw        <NA>       0      5   2008
## 588            0        0   <NA>  <NA>        <NA>       0      7   2009
## 589           60        0   <NA>  <NA>        <NA>       0      6   2009
## 590            0        0   <NA>  <NA>        Shed     600      8   2008
## 591            0        0   <NA>  <NA>        <NA>       0      9   2008
## 592            0        0   <NA>  <NA>        <NA>       0      6   2009
## 593            0        0   <NA>  <NA>        <NA>       0      6   2008
## 594            0        0   <NA>  <NA>        <NA>       0      5   2009
## 595            0        0   <NA> MnPrv        <NA>       0      4   2008
## 596          120        0   <NA>  <NA>        <NA>       0      8   2006
## 597            0        0   <NA>  <NA>        <NA>       0     10   2006
## 598            0        0   <NA>  <NA>        <NA>       0      2   2007
## 599            0        0   <NA>  <NA>        <NA>       0      3   2006
## 600            0        0   <NA> GdPrv        <NA>       0      7   2008
## 601            0        0   <NA>  <NA>        <NA>       0      6   2006
## 602          126        0   <NA>  <NA>        <NA>       0     12   2007
## 603            0        0   <NA>  <NA>        <NA>       0      2   2006
## 604            0        0   <NA>  <NA>        <NA>       0      6   2010
## 605            0        0   <NA>  <NA>        <NA>       0      9   2008
## 606          189        0   <NA>  <NA>        <NA>       0     10   2009
## 607            0        0   <NA> GdPrv        <NA>       0     11   2009
## 608            0        0   <NA>  <NA>        <NA>       0      8   2006
## 609            0        0   <NA>  <NA>        <NA>       0      9   2007
## 610            0        0   <NA>  <NA>        <NA>       0      4   2007
## 611            0        0   <NA>  <NA>        <NA>       0      5   2009
## 612            0        0   <NA> MnPrv        Shed     500      7   2007
## 613            0        0   <NA>  <NA>        <NA>       0     11   2009
## 614            0        0   <NA>  <NA>        <NA>       0     12   2007
## 615            0        0   <NA>  <NA>        <NA>       0      5   2010
## 616            0        0   <NA> MnPrv        <NA>       0      5   2010
## 617            0        0   <NA>  <NA>        <NA>       0      6   2006
## 618            0        0   <NA>  <NA>        <NA>       0      6   2008
## 619          260        0   <NA>  <NA>        <NA>       0      7   2007
## 620            0        0   <NA>  <NA>        <NA>       0      8   2008
## 621            0        0   <NA>  <NA>        <NA>       0      9   2008
## 622            0        0   <NA>  <NA>        <NA>       0      6   2008
## 623            0        0   <NA>  <NA>        <NA>       0      7   2009
## 624            0        0   <NA>  <NA>        <NA>       0      6   2007
## 625          147        0   <NA>  <NA>        <NA>       0     11   2006
## 626          385        0   <NA>  <NA>        <NA>       0      2   2010
## 627            0        0   <NA>  GdWo        Shed     600      8   2007
## 628            0        0   <NA>  <NA>        <NA>       0      3   2010
## 629            0        0   <NA>  <NA>        <NA>       0      9   2007
## 630            0        0   <NA> GdPrv        <NA>       0      6   2008
## 631            0        0   <NA> MnPrv        <NA>       0      6   2006
## 632            0        0   <NA>  <NA>        <NA>       0      8   2007
## 633            0        0   <NA>  <NA>        <NA>       0      4   2009
## 634            0        0   <NA>  <NA>        <NA>       0      7   2007
## 635            0        0   <NA> GdPrv        Shed     600      6   2010
## 636            0        0   <NA>  <NA>        <NA>       0      3   2007
## 637            0        0   <NA>  <NA>        <NA>       0      1   2009
## 638            0        0   <NA>  <NA>        <NA>       0     11   2009
## 639            0        0   <NA> MnPrv        <NA>       0      5   2008
## 640            0        0   <NA>  <NA>        <NA>       0     10   2006
## 641            0        0   <NA>  <NA>        <NA>       0      4   2008
## 642            0        0   <NA>  <NA>        <NA>       0      5   2007
## 643            0        0   <NA> MnPrv        <NA>       0      7   2009
## 644            0        0   <NA>  GdWo        <NA>       0      4   2007
## 645            0        0   <NA>  <NA>        <NA>       0     10   2009
## 646            0        0   <NA>  <NA>        <NA>       0      3   2007
## 647            0        0   <NA>  <NA>        <NA>       0      7   2008
## 648          287        0   <NA>  <NA>        <NA>       0      6   2008
## 649            0        0   <NA>  <NA>        <NA>       0      6   2010
## 650            0        0   <NA> MnPrv        <NA>       0     12   2007
## 651            0        0   <NA>  <NA>        <NA>       0      5   2008
## 652            0        0   <NA> MnPrv        <NA>       0     10   2009
## 653            0        0   <NA>  <NA>        <NA>       0      7   2009
## 654            0        0   <NA> MnPrv        <NA>       0      6   2008
## 655            0        0   <NA>  <NA>        <NA>       0      8   2008
## 656            0        0   <NA>  <NA>        <NA>       0      3   2010
## 657            0        0   <NA> MnPrv        <NA>       0      8   2008
## 658            0        0   <NA> MnPrv        <NA>       0      2   2008
## 659            0        0   <NA>  <NA>        <NA>       0      1   2010
## 660            0        0   <NA> MnPrv        <NA>       0      3   2009
## 661            0        0   <NA>  <NA>        <NA>       0     11   2007
## 662            0        0   <NA>  <NA>        <NA>       0      7   2009
## 663            0        0   <NA>  <NA>        <NA>       0      7   2009
## 664            0        0   <NA> MnPrv        <NA>       0      4   2008
## 665            0        0   <NA>  <NA>        <NA>       0      1   2006
## 666            0        0   <NA>  <NA>        <NA>       0     11   2006
## 667            0        0   <NA>  <NA>        <NA>       0      8   2007
## 668            0        0   <NA>  <NA>        <NA>       0     10   2008
## 669            0        0   <NA>  <NA>        <NA>       0     11   2006
## 670            0        0   <NA>  <NA>        <NA>       0      7   2006
## 671            0        0   <NA>  <NA>        <NA>       0      2   2009
## 672            0        0   <NA>  <NA>        <NA>       0      7   2009
## 673            0        0   <NA>  <NA>        <NA>       0      6   2006
## 674          200        0   <NA>  <NA>        <NA>       0      6   2007
## 675            0        0   <NA>  <NA>        <NA>       0      7   2008
## 676            0        0   <NA>  <NA>        <NA>       0      4   2009
## 677            0        0   <NA>  <NA>        <NA>       0      5   2006
## 678            0        0   <NA>  <NA>        <NA>       0      5   2009
## 679            0        0   <NA>  <NA>        <NA>       0      7   2009
## 680            0        0   <NA>  <NA>        <NA>       0     10   2007
## 681            0        0   <NA>  <NA>        <NA>       0      5   2010
## 682            0        0   <NA>  <NA>        <NA>       0      7   2009
## 683            0        0   <NA>  <NA>        <NA>       0     11   2008
## 684            0        0   <NA>  <NA>        <NA>       0      7   2007
## 685            0        0   <NA>  <NA>        <NA>       0      6   2010
## 686            0        0   <NA>  <NA>        <NA>       0      9   2007
## 687            0        0   <NA>  <NA>        <NA>       0      8   2007
## 688            0        0   <NA>  <NA>        <NA>       0      3   2007
## 689            0        0   <NA>  <NA>        <NA>       0     10   2007
## 690            0        0   <NA>  <NA>        <NA>       0      6   2007
## 691            0        0   <NA>  <NA>        <NA>       0      5   2008
## 692            0        0   <NA>  <NA>        <NA>       0      1   2007
## 693            0        0   <NA>  <NA>        <NA>       0      4   2006
## 694            0        0   <NA>  <NA>        <NA>       0     12   2006
## 695            0        0   <NA> MnPrv        <NA>       0      4   2009
## 696            0        0   <NA>  <NA>        <NA>       0      7   2006
## 697            0        0   <NA>  <NA>        <NA>       0      6   2006
## 698            0        0   <NA>  <NA>        <NA>       0      9   2006
## 699            0        0   <NA> MnPrv        <NA>       0      4   2010
## 700            0        0   <NA>  <NA>        <NA>       0      7   2008
## 701            0        0   <NA>  <NA>        <NA>       0      5   2006
## 702            0        0   <NA>  <NA>        <NA>       0      7   2006
## 703            0        0   <NA>  <NA>        <NA>       0      7   2006
## 704            0        0   <NA> MnPrv        <NA>       0      5   2010
## 705            0        0   <NA>  <NA>        <NA>       0      5   2010
## 706            0        0   <NA>  <NA>        Othr    3500      7   2010
## 707            0        0   <NA>  <NA>        <NA>       0      6   2007
## 708            0        0   <NA>  <NA>        <NA>       0     12   2009
## 709            0        0   <NA>  <NA>        <NA>       0      7   2007
## 710            0        0   <NA> MnPrv        <NA>       0     12   2008
## 711            0        0   <NA>  <NA>        <NA>       0      7   2008
## 712            0        0   <NA>  <NA>        <NA>       0      1   2010
## 713            0        0   <NA>  <NA>        <NA>       0     10   2008
## 714            0        0   <NA>  <NA>        <NA>       0      5   2006
## 715            0        0   <NA>  <NA>        <NA>       0      3   2010
## 716            0        0   <NA> MnPrv        <NA>       0      8   2009
## 717            0        0   <NA>  <NA>        <NA>       0      7   2007
## 718            0        0   <NA> MnPrv        <NA>       0     11   2008
## 719            0        0   <NA>  <NA>        <NA>       0      8   2008
## 720            0        0   <NA>  <NA>        <NA>       0      5   2006
## 721            0        0   <NA>  <NA>        <NA>       0     12   2006
## 722            0        0   <NA>  <NA>        <NA>       0      5   2010
## 723            0        0   <NA>  <NA>        <NA>       0      7   2009
## 724          156        0   <NA>  <NA>        <NA>       0      5   2008
## 725            0        0   <NA>  <NA>        <NA>       0      2   2009
## 726            0        0   <NA>  <NA>        Shed     500     11   2009
## 727            0        0   <NA>  <NA>        <NA>       0     12   2009
## 728            0        0   <NA>  <NA>        <NA>       0      2   2009
## 729            0        0   <NA>  <NA>        <NA>       0      7   2009
## 730            0        0   <NA>  <NA>        <NA>       0      1   2009
## 731            0        0   <NA>  <NA>        <NA>       0      3   2010
## 732            0        0   <NA>  <NA>        <NA>       0      5   2007
## 733            0        0   <NA>  <NA>        <NA>       0      7   2008
## 734            0        0   <NA>  GdWo        Shed     400      3   2009
## 735            0        0   <NA>  <NA>        <NA>       0      5   2007
## 736            0        0   <NA>  <NA>        <NA>       0     10   2006
## 737            0        0   <NA>  <NA>        <NA>       0      7   2006
## 738            0        0   <NA>  <NA>        <NA>       0      6   2006
## 739            0        0   <NA>  <NA>        <NA>       0      3   2009
## 740            0        0   <NA>  <NA>        <NA>       0      4   2009
## 741            0        0   <NA> GdPrv        <NA>       0      5   2007
## 742            0        0   <NA> GdPrv        <NA>       0      5   2008
## 743            0        0   <NA> GdPrv        <NA>       0     12   2007
## 744          100        0   <NA>  <NA>        <NA>       0     10   2009
## 745            0        0   <NA>  <NA>        <NA>       0     10   2008
## 746            0        0   <NA>  <NA>        <NA>       0      7   2008
## 747            0        0   <NA>  <NA>        <NA>       0      4   2009
## 748            0        0   <NA>  <NA>        <NA>       0      5   2009
## 749            0        0   <NA>  <NA>        <NA>       0      3   2010
## 750            0        0   <NA>  <NA>        <NA>       0      4   2009
## 751            0        0   <NA>  <NA>        <NA>       0      6   2010
## 752            0        0   <NA>  <NA>        <NA>       0      8   2007
## 753            0        0   <NA>  <NA>        <NA>       0      7   2006
## 754            0        0   <NA>  <NA>        <NA>       0      3   2006
## 755            0        0   <NA>  <NA>        <NA>       0      7   2009
## 756            0        0   <NA>  <NA>        <NA>       0      3   2009
## 757            0        0   <NA>  <NA>        <NA>       0      4   2009
## 758            0        0   <NA> GdPrv        <NA>       0      4   2010
## 759            0        0   <NA>  <NA>        <NA>       0      8   2008
## 760            0        0   <NA>  <NA>        <NA>       0     11   2007
## 761            0        0   <NA>  <NA>        Shed     450     10   2009
## 762            0        0   <NA>  <NA>        <NA>       0     10   2009
## 763            0        0   <NA>  <NA>        <NA>       0      6   2010
## 764          180        0   <NA>  <NA>        <NA>       0      7   2009
## 765          216        0   <NA>  <NA>        <NA>       0      4   2006
## 766            0        0   <NA>  <NA>        <NA>       0      8   2008
## 767            0        0   <NA> MnPrv        Shed     500      3   2010
## 768            0        0   <NA>  <NA>        Shed    1300      7   2008
## 769            0        0   <NA>  <NA>        <NA>       0     10   2006
## 770          210        0   <NA>  <NA>        <NA>       0      6   2010
## 771            0        0   <NA>  <NA>        <NA>       0      4   2009
## 772            0        0   <NA>  <NA>        <NA>       0      4   2006
## 773            0        0   <NA> MnPrv        <NA>       0      3   2010
## 774            0        0   <NA>  <NA>        <NA>       0      7   2007
## 775            0        0   <NA>  <NA>        <NA>       0      7   2007
## 776            0        0   <NA>  <NA>        <NA>       0      6   2009
## 777            0        0   <NA>  <NA>        <NA>       0      7   2006
## 778            0        0   <NA> MnPrv        <NA>       0      6   2006
## 779            0        0   <NA>  <NA>        <NA>       0     10   2007
## 780            0        0   <NA>  <NA>        <NA>       0      5   2006
## 781            0        0   <NA>  <NA>        <NA>       0      6   2007
## 782            0        0   <NA>  <NA>        <NA>       0      7   2006
## 783            0        0   <NA>  <NA>        <NA>       0      6   2009
## 784            0        0   <NA>  <NA>        <NA>       0      7   2009
## 785            0        0   <NA>  <NA>        <NA>       0      6   2008
## 786          197        0   <NA>  <NA>        <NA>       0      9   2009
## 787            0        0   <NA>  <NA>        Shed    1200      6   2010
## 788            0        0   <NA>  <NA>        <NA>       0      1   2010
## 789            0        0   <NA>  <NA>        <NA>       0      8   2008
## 790            0        0   <NA>  <NA>        <NA>       0      7   2007
## 791            0        0   <NA>  <NA>        <NA>       0      9   2009
## 792            0        0   <NA>  <NA>        <NA>       0      5   2007
## 793            0        0   <NA>  <NA>        <NA>       0      6   2007
## 794            0        0   <NA>  <NA>        <NA>       0      6   2007
## 795            0        0   <NA>  <NA>        Shed     500     10   2008
## 796          204        0   <NA> MnPrv        <NA>       0      4   2010
## 797            0        0   <NA> MnPrv        <NA>       0      4   2007
## 798            0        0   <NA>  <NA>        <NA>       0      4   2008
## 799            0        0   <NA>  <NA>        <NA>       0      7   2009
## 800            0        0   <NA> MnPrv        <NA>       0      6   2007
## 801            0        0   <NA>  <NA>        Shed     400      5   2008
## 802            0        0   <NA>  <NA>        <NA>       0      7   2007
## 803            0        0   <NA>  <NA>        <NA>       0     10   2008
## 804          192        0   <NA>  <NA>        <NA>       0      1   2009
## 805            0        0   <NA>  GdWo        <NA>       0      6   2006
## 806            0        0   <NA>  <NA>        <NA>       0      7   2008
## 807            0        0   <NA>  <NA>        <NA>       0     10   2006
## 808            0        0   <NA>  <NA>        <NA>       0      5   2009
## 809            0        0   <NA>  GdWo        <NA>       0      6   2006
## 810            0        0   <NA> MnPrv        <NA>       0     11   2009
## 811            0      648     Fa GdPrv        <NA>       0      1   2006
## 812            0        0   <NA>  <NA>        <NA>       0      6   2008
## 813            0        0   <NA>  <NA>        Shed      54      6   2010
## 814            0        0   <NA>  <NA>        Shed     500      4   2007
## 815            0        0   <NA>  <NA>        <NA>       0      7   2006
## 816            0        0   <NA>  <NA>        <NA>       0      5   2010
## 817            0        0   <NA>  <NA>        <NA>       0      7   2006
## 818            0        0   <NA>  <NA>        <NA>       0      7   2008
## 819            0        0   <NA> MnPrv        <NA>       0      6   2010
## 820            0        0   <NA>  <NA>        <NA>       0      6   2010
## 821            0        0   <NA>  <NA>        <NA>       0      6   2008
## 822            0        0   <NA>  <NA>        <NA>       0      2   2009
## 823            0        0   <NA>  <NA>        <NA>       0     10   2007
## 824            0        0   <NA>  GdWo        <NA>       0      7   2009
## 825            0        0   <NA>  <NA>        <NA>       0      6   2006
## 826            0        0   <NA>  <NA>        <NA>       0      6   2008
## 827            0        0   <NA>  <NA>        <NA>       0      5   2008
## 828            0        0   <NA>  <NA>        <NA>       0      4   2009
## 829          225        0   <NA>  <NA>        <NA>       0      6   2009
## 830            0        0   <NA>  <NA>        <NA>       0      7   2006
## 831          192        0   <NA>  <NA>        <NA>       0      6   2008
## 832            0        0   <NA>  <NA>        <NA>       0      6   2006
## 833            0        0   <NA>  <NA>        <NA>       0      1   2010
## 834          152        0   <NA>  <NA>        <NA>       0      2   2009
## 835            0        0   <NA>  GdWo        <NA>       0      9   2008
## 836            0        0   <NA>  <NA>        <NA>       0      2   2010
## 837            0        0   <NA>  GdWo        <NA>       0      6   2007
## 838            0        0   <NA>  <NA>        <NA>       0     11   2008
## 839            0        0   <NA>  <NA>        <NA>       0      6   2008
## 840            0        0   <NA>  <NA>        <NA>       0      5   2008
## 841            0        0   <NA>  <NA>        <NA>       0      3   2008
## 842            0        0   <NA>  <NA>        <NA>       0      6   2008
## 843            0        0   <NA> GdPrv        <NA>       0      5   2008
## 844            0        0   <NA>  <NA>        <NA>       0      7   2007
## 845            0        0   <NA>  <NA>        <NA>       0      6   2008
## 846            0        0   <NA>  <NA>        <NA>       0      1   2007
## 847            0        0   <NA>  <NA>        <NA>       0      7   2009
## 848            0        0   <NA>  <NA>        <NA>       0      8   2009
## 849          175        0   <NA>  <NA>        <NA>       0      9   2008
## 850            0        0   <NA>  <NA>        <NA>       0      8   2007
## 851            0        0   <NA>  <NA>        <NA>       0     11   2007
## 852            0        0   <NA>  <NA>        <NA>       0      5   2006
## 853          126        0   <NA> MnPrv        <NA>       0      8   2007
## 854            0        0   <NA> MnPrv        <NA>       0      8   2009
## 855          312        0   <NA>  <NA>        <NA>       0      7   2006
## 856            0        0   <NA>  <NA>        <NA>       0      4   2010
## 857            0        0   <NA> MnPrv        <NA>       0     10   2008
## 858            0        0   <NA>  <NA>        <NA>       0      3   2009
## 859            0        0   <NA> MnPrv        <NA>       0      6   2009
## 860          222        0   <NA>  <NA>        <NA>       0      8   2006
## 861            0        0   <NA> GdPrv        <NA>       0      6   2007
## 862            0        0   <NA>  <NA>        <NA>       0      4   2010
## 863            0        0   <NA> GdPrv        <NA>       0      5   2010
## 864            0        0   <NA> GdPrv        <NA>       0      7   2009
## 865            0        0   <NA>  <NA>        <NA>       0      5   2008
## 866            0        0   <NA> MnPrv        <NA>       0      8   2009
## 867            0        0   <NA>  <NA>        <NA>       0     11   2007
## 868            0        0   <NA>  <NA>        Shed     400      5   2007
## 869            0        0   <NA>  <NA>        <NA>       0      5   2006
## 870            0        0   <NA> GdPrv        <NA>       0      6   2010
## 871            0        0   <NA>  <NA>        <NA>       0      8   2009
## 872            0        0   <NA>  <NA>        <NA>       0      6   2010
## 873            0        0   <NA>  GdWo        <NA>       0     10   2008
## 874            0        0   <NA>  <NA>        Othr       0      9   2009
## 875            0        0   <NA>  <NA>        <NA>       0      8   2009
## 876            0        0   <NA>  <NA>        <NA>       0      8   2007
## 877            0        0   <NA>  <NA>        <NA>       0      1   2007
## 878            0        0   <NA>  <NA>        <NA>       0      6   2009
## 879            0        0   <NA> MnPrv        Shed     400      6   2010
## 880            0        0   <NA>  GdWo        <NA>       0      7   2009
## 881            0        0   <NA>  <NA>        <NA>       0      6   2007
## 882            0        0   <NA>  <NA>        <NA>       0      4   2007
## 883            0        0   <NA> MnPrv        <NA>       0     12   2009
## 884            0        0   <NA>  <NA>        <NA>       0      3   2006
## 885            0        0   <NA>  GdWo        <NA>       0      7   2009
## 886            0        0   <NA>  <NA>        <NA>       0      1   2008
## 887            0        0   <NA>  <NA>        <NA>       0      6   2006
## 888          265        0   <NA>  <NA>        <NA>       0      4   2008
## 889          224        0   <NA>  <NA>        <NA>       0     10   2007
## 890            0        0   <NA>  <NA>        <NA>       0      2   2009
## 891            0        0   <NA> MnPrv        Shed    2000      7   2007
## 892            0        0   <NA>  <NA>        <NA>       0      7   2009
## 893            0        0   <NA> MnPrv        <NA>       0      2   2006
## 894            0        0   <NA> GdPrv        <NA>       0      6   2008
## 895            0        0   <NA>  <NA>        <NA>       0      6   2009
## 896            0        0   <NA>  <NA>        <NA>       0     10   2008
## 897            0        0   <NA>  <NA>        <NA>       0      4   2006
## 898            0        0   <NA>  <NA>        <NA>       0      6   2009
## 899            0        0   <NA>  <NA>        <NA>       0      3   2010
## 900            0        0   <NA>  <NA>        <NA>       0      6   2006
## 901            0        0   <NA>  <NA>        <NA>       0      6   2007
## 902            0        0   <NA>  <NA>        <NA>       0      5   2009
## 903            0        0   <NA>  <NA>        <NA>       0      7   2006
## 904            0        0   <NA>  <NA>        <NA>       0      8   2006
## 905            0        0   <NA> MnPrv        <NA>       0      8   2007
## 906            0        0   <NA> MnPrv        <NA>       0      2   2010
## 907            0        0   <NA>  <NA>        <NA>       0      6   2007
## 908          322        0   <NA>  <NA>        <NA>       0      6   2006
## 909            0        0   <NA> MnPrv        <NA>       0      6   2006
## 910            0        0   <NA>  <NA>        <NA>       0      6   2009
## 911            0        0   <NA>  <NA>        <NA>       0      1   2010
## 912            0        0   <NA>  <NA>        <NA>       0     10   2009
## 913          120        0   <NA> MnPrv        Shed     620      7   2006
## 914            0        0   <NA>  <NA>        <NA>       0      8   2007
## 915            0        0   <NA>  <NA>        <NA>       0      6   2009
## 916            0        0   <NA>  <NA>        <NA>       0      1   2007
## 917            0        0   <NA>  <NA>        <NA>       0     10   2006
## 918            0        0   <NA>  <NA>        <NA>       0      4   2009
## 919            0        0   <NA> GdPrv        <NA>       0     11   2007
## 920          190        0   <NA>  <NA>        <NA>       0      5   2008
## 921            0        0   <NA>  <NA>        <NA>       0      7   2007
## 922            0        0   <NA> GdPrv        <NA>       0      9   2008
## 923            0        0   <NA>  <NA>        <NA>       0     10   2006
## 924            0        0   <NA>  <NA>        <NA>       0      7   2008
## 925            0        0   <NA>  <NA>        <NA>       0      5   2006
## 926            0        0   <NA>  <NA>        <NA>       0      3   2008
## 927            0        0   <NA>  <NA>        <NA>       0      5   2007
## 928            0        0   <NA> GdPrv        <NA>       0      4   2008
## 929            0        0   <NA>  <NA>        <NA>       0      6   2009
## 930            0        0   <NA>  <NA>        <NA>       0     11   2006
## 931            0        0   <NA>  <NA>        <NA>       0      7   2009
## 932            0        0   <NA>  GdWo        <NA>       0      7   2009
## 933            0        0   <NA>  <NA>        <NA>       0      3   2007
## 934            0        0   <NA>  <NA>        <NA>       0      8   2009
## 935            0        0   <NA>  <NA>        <NA>       0     11   2008
## 936            0        0   <NA>  <NA>        <NA>       0      6   2006
## 937            0        0   <NA>  <NA>        <NA>       0      8   2009
## 938            0        0   <NA>  <NA>        <NA>       0      2   2009
## 939            0        0   <NA>  <NA>        <NA>       0      8   2006
## 940            0        0   <NA>  <NA>        <NA>       0      6   2010
## 941            0        0   <NA>  <NA>        <NA>       0      7   2006
## 942            0        0   <NA> GdPrv        <NA>       0      6   2009
## 943            0        0   <NA>  <NA>        <NA>       0      8   2007
## 944            0        0   <NA>  <NA>        <NA>       0      6   2007
## 945          233        0   <NA>  <NA>        <NA>       0      1   2009
## 946            0        0   <NA>  MnWw        <NA>       0      9   2009
## 947            0        0   <NA>  <NA>        <NA>       0      3   2006
## 948            0        0   <NA>  <NA>        <NA>       0     11   2007
## 949            0        0   <NA>  <NA>        <NA>       0      2   2006
## 950            0        0   <NA>  <NA>        <NA>       0      3   2010
## 951            0        0   <NA>  <NA>        <NA>       0      7   2007
## 952            0        0   <NA> MnPrv        <NA>       0      7   2006
## 953            0        0   <NA> MnPrv        <NA>       0      4   2009
## 954            0        0   <NA> MnPrv        Shed     400      9   2008
## 955            0        0   <NA>  <NA>        <NA>       0     10   2006
## 956            0        0   <NA>  <NA>        <NA>       0      8   2007
## 957            0        0   <NA> GdPrv        <NA>       0      5   2009
## 958            0        0   <NA>  <NA>        <NA>       0      4   2007
## 959            0        0   <NA>  <NA>        <NA>       0     10   2007
## 960            0        0   <NA>  <NA>        <NA>       0      5   2010
## 961            0        0   <NA>  <NA>        <NA>       0      2   2010
## 962            0        0   <NA>  <NA>        <NA>       0      7   2008
## 963            0        0   <NA>  <NA>        <NA>       0      7   2007
## 964            0        0   <NA>  <NA>        <NA>       0      5   2009
## 965            0        0   <NA>  <NA>        <NA>       0      2   2010
## 966            0        0   <NA>  <NA>        <NA>       0      7   2007
## 967            0        0   <NA>  <NA>        <NA>       0      6   2009
## 968            0        0   <NA>  <NA>        <NA>       0      7   2008
## 969            0        0   <NA>  GdWo        <NA>       0      5   2009
## 970            0        0   <NA>  <NA>        <NA>       0      3   2006
## 971            0        0   <NA>  <NA>        <NA>       0     12   2006
## 972            0        0   <NA>  <NA>        <NA>       0      7   2009
## 973            0        0   <NA>  <NA>        <NA>       0      4   2010
## 974            0        0   <NA>  <NA>        <NA>       0     12   2008
## 975            0        0   <NA> GdPrv        <NA>       0     10   2009
## 976            0        0   <NA>  <NA>        <NA>       0      4   2006
## 977            0        0   <NA>  <NA>        <NA>       0      8   2006
## 978            0        0   <NA>  <NA>        <NA>       0     11   2007
## 979            0        0   <NA>  <NA>        <NA>       0      5   2007
## 980            0        0   <NA> MnPrv        <NA>       0      6   2009
## 981            0        0   <NA>  <NA>        <NA>       0      7   2008
## 982            0        0   <NA>  <NA>        <NA>       0      7   2009
## 983            0        0   <NA>  <NA>        <NA>       0      3   2008
## 984            0        0   <NA>  <NA>        <NA>       0      5   2008
## 985            0        0   <NA>  <NA>        <NA>       0      8   2009
## 986            0        0   <NA>  <NA>        <NA>       0      8   2008
## 987            0        0   <NA>  <NA>        <NA>       0      6   2006
## 988            0        0   <NA>  <NA>        <NA>       0      4   2010
## 989            0        0   <NA>  <NA>        <NA>       0      6   2007
## 990            0        0   <NA>  <NA>        <NA>       0      8   2006
## 991            0        0   <NA>  <NA>        <NA>       0      6   2006
## 992            0        0   <NA>  <NA>        <NA>       0     11   2009
## 993            0        0   <NA>  MnWw        <NA>       0      7   2007
## 994            0        0   <NA>  <NA>        <NA>       0      8   2006
## 995            0        0   <NA>  <NA>        <NA>       0      7   2009
## 996           63        0   <NA> MnPrv        <NA>       0      8   2006
## 997            0        0   <NA>  <NA>        <NA>       0      1   2006
## 998            0        0   <NA>  <NA>        <NA>       0      2   2009
## 999            0        0   <NA>  <NA>        <NA>       0      5   2006
## 1000           0        0   <NA>  <NA>        <NA>       0      2   2010
## 1001           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1002           0        0   <NA>  <NA>        <NA>       0      1   2007
## 1003           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1004           0        0   <NA>  <NA>        <NA>       0      6   2007
## 1005           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1006           0        0   <NA>  <NA>        <NA>       0     11   2008
## 1007         147        0   <NA>  <NA>        <NA>       0      3   2007
## 1008           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1009         180        0   <NA>  <NA>        <NA>       0      4   2009
## 1010           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1011           0        0   <NA>  <NA>        <NA>       0      8   2008
## 1012           0        0   <NA>  <NA>        <NA>       0      5   2010
## 1013          53        0   <NA>  <NA>        <NA>       0      8   2007
## 1014           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1015           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1016           0        0   <NA>  <NA>        <NA>       0     11   2009
## 1017           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1018           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1019           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1020           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1021           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1022           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1023           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1024           0        0   <NA>  <NA>        <NA>       0      5   2008
## 1025           0        0   <NA>  <NA>        <NA>       0      5   2008
## 1026           0        0   <NA> MnPrv        <NA>       0      3   2007
## 1027         143        0   <NA>  <NA>        <NA>       0      4   2010
## 1028           0        0   <NA>  <NA>        <NA>       0      4   2008
## 1029           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1030           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1031           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1032           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1033           0        0   <NA>  <NA>        <NA>       0     11   2006
## 1034           0        0   <NA>  <NA>        <NA>       0      2   2006
## 1035           0        0   <NA> MnPrv        <NA>       0      6   2007
## 1036           0        0   <NA>  <NA>        <NA>       0      1   2009
## 1037           0        0   <NA>  <NA>        <NA>       0      9   2009
## 1038         189        0   <NA>  <NA>        <NA>       0      9   2008
## 1039           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1040           0        0   <NA>  <NA>        <NA>       0      4   2009
## 1041           0        0   <NA> GdPrv        <NA>       0      1   2006
## 1042           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1043           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1044           0        0   <NA>  <NA>        <NA>       0      5   2008
## 1045           0        0   <NA> MnPrv        <NA>       0      7   2009
## 1046           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1047           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1048           0        0   <NA>  <NA>        <NA>       0      2   2008
## 1049           0        0   <NA> GdPrv        <NA>       0     11   2009
## 1050           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1051           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1052           0        0   <NA>  <NA>        <NA>       0     10   2007
## 1053           0        0   <NA> GdPrv        <NA>       0      6   2007
## 1054           0        0   <NA>  <NA>        <NA>       0      5   2010
## 1055           0        0   <NA>  <NA>        <NA>       0     11   2006
## 1056         189        0   <NA> MnPrv        <NA>       0      5   2008
## 1057           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1058           0        0   <NA>  <NA>        <NA>       0      1   2009
## 1059           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1060           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1061           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1062           0        0   <NA>  <NA>        Shed     560      8   2008
## 1063           0        0   <NA>  <NA>        <NA>       0      9   2007
## 1064           0        0   <NA> MnPrv        <NA>       0      7   2006
## 1065           0        0   <NA> MnPrv        <NA>       0     11   2009
## 1066           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1067           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1068         189        0   <NA>  <NA>        <NA>       0      6   2008
## 1069           0        0   <NA> GdPrv        <NA>       0      6   2006
## 1070           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1071         192        0   <NA>  <NA>        <NA>       0      6   2007
## 1072           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1073           0        0   <NA>  <NA>        <NA>       0      8   2006
## 1074           0        0   <NA> MnPrv        <NA>       0      7   2009
## 1075           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1076           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1077           0        0   <NA>  <NA>        Shed     500      4   2006
## 1078           0        0   <NA>  <NA>        <NA>       0      3   2006
## 1079           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1080           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1081           0        0   <NA>  <NA>        <NA>       0     10   2008
## 1082           0        0   <NA> MnPrv        <NA>       0      6   2010
## 1083           0        0   <NA>  <NA>        <NA>       0      9   2007
## 1084           0        0   <NA> MnPrv        Shed     700      3   2006
## 1085           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1086           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1087           0        0   <NA>  <NA>        <NA>       0      5   2010
## 1088           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1089           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1090           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1091           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1092           0        0   <NA>  <NA>        <NA>       0      3   2008
## 1093           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1094           0        0   <NA> MnPrv        <NA>       0     10   2006
## 1095         160        0   <NA>  <NA>        <NA>       0      5   2010
## 1096           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1097           0        0   <NA>  <NA>        <NA>       0      3   2007
## 1098           0        0   <NA>  <NA>        <NA>       0     10   2007
## 1099           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1100           0        0   <NA>  <NA>        <NA>       0      4   2009
## 1101           0        0   <NA>  <NA>        <NA>       0      1   2009
## 1102           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1103           0        0   <NA>  MnWw        <NA>       0      4   2007
## 1104           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1105           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1106           0        0   <NA>  <NA>        <NA>       0      4   2010
## 1107           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1108           0        0   <NA>  <NA>        <NA>       0      9   2006
## 1109           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1110           0        0   <NA>  <NA>        <NA>       0      3   2009
## 1111           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1112           0        0   <NA>  <NA>        <NA>       0      9   2008
## 1113           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1114           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1115           0        0   <NA> MnPrv        <NA>       0      8   2006
## 1116           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1117           0        0   <NA>  <NA>        <NA>       0      3   2009
## 1118           0        0   <NA>  <NA>        <NA>       0      5   2008
## 1119           0        0   <NA>  <NA>        <NA>       0     12   2008
## 1120           0        0   <NA>  GdWo        <NA>       0      7   2006
## 1121           0        0   <NA> MnPrv        <NA>       0      5   2007
## 1122           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1123         160        0   <NA> MnPrv        <NA>       0     10   2009
## 1124           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1125           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1126           0        0   <NA>  <NA>        <NA>       0     11   2009
## 1127           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1128           0        0   <NA>  <NA>        <NA>       0     11   2007
## 1129           0        0   <NA>  <NA>        <NA>       0      7   2007
## 1130           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1131           0        0   <NA> MnPrv        <NA>       0     12   2009
## 1132           0        0   <NA> MnPrv        <NA>       0      9   2007
## 1133           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1134           0        0   <NA>  <NA>        <NA>       0      6   2009
## 1135           0        0   <NA>  <NA>        <NA>       0      8   2007
## 1136           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1137           0        0   <NA>  <NA>        <NA>       0      4   2008
## 1138           0        0   <NA>  <NA>        <NA>       0      5   2010
## 1139           0        0   <NA>  <NA>        <NA>       0      5   2009
## 1140         126        0   <NA>  <NA>        <NA>       0      5   2007
## 1141           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1142           0        0   <NA>  <NA>        <NA>       0     10   2009
## 1143           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1144           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1145           0        0   <NA> MnPrv        <NA>       0      7   2010
## 1146           0        0   <NA>  <NA>        <NA>       0      8   2006
## 1147           0        0   <NA>  <NA>        <NA>       0      5   2006
## 1148           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1149           0        0   <NA>  <NA>        <NA>       0      8   2008
## 1150           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1151           0        0   <NA> GdPrv        <NA>       0     11   2007
## 1152         100        0   <NA>  <NA>        <NA>       0     11   2006
## 1153           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1154           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1155         273        0   <NA> GdPrv        <NA>       0      5   2008
## 1156         180        0   <NA>  <NA>        <NA>       0      7   2007
## 1157           0        0   <NA> MnPrv        <NA>       0     10   2008
## 1158           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1159           0        0   <NA>  <NA>        <NA>       0      6   2008
## 1160           0        0   <NA>  <NA>        <NA>       0      7   2008
## 1161           0        0   <NA>  <NA>        <NA>       0      7   2010
## 1162           0        0   <NA>  <NA>        <NA>       0     11   2008
## 1163           0        0   <NA>  <NA>        <NA>       0      5   2007
## 1164           0        0   <NA>  <NA>        <NA>       0      1   2008
## 1165           0        0   <NA>  <NA>        <NA>       0      6   2007
## 1166           0        0   <NA>  <NA>        <NA>       0      9   2009
## 1167           0        0   <NA>  <NA>        <NA>       0      2   2010
## 1168           0        0   <NA>  <NA>        <NA>       0      2   2006
## 1169          90        0   <NA>  <NA>        <NA>       0      7   2008
## 1170           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1171           0      576     Gd GdPrv        <NA>       0      7   2008
## 1172         288        0   <NA>  <NA>        Shed    1400     11   2008
## 1173           0        0   <NA>  <NA>        <NA>       0      3   2008
## 1174           0        0   <NA> MnPrv        <NA>       0      3   2007
## 1175           0        0   <NA>  <NA>        <NA>       0      7   2006
## 1176           0        0   <NA>  <NA>        <NA>       0      4   2007
## 1177           0        0   <NA> MnPrv        <NA>       0     10   2008
## 1178           0        0   <NA>  <NA>        <NA>       0     12   2009
## 1179           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1180           0        0   <NA>  <NA>        <NA>       0      4   2006
## 1181           0        0   <NA> GdPrv        <NA>       0      4   2006
## 1182           0        0   <NA>  <NA>        <NA>       0     11   2008
## 1183           0      555     Ex MnPrv        <NA>       0      7   2007
## 1184           0        0   <NA>  <NA>        <NA>       0      6   2006
## 1185         263        0   <NA>  <NA>        <NA>       0      5   2007
## 1186           0        0   <NA>  <NA>        <NA>       0      3   2006
## 1187           0        0   <NA>  <NA>        <NA>       0      8   2009
## 1188           0        0   <NA> GdPrv        <NA>       0      7   2006
## 1189           0        0   <NA>  <NA>        <NA>       0      7   2009
## 1190           0        0   <NA>  <NA>        <NA>       0      6   2010
##      SaleType SaleCondition SalePrice     tich        l        sq
## 1          WD        Normal    208500   507000 13.13627  712.0393
## 2          WD        Normal    181500   192000 12.16525  438.1780
## 3          WD        Normal    223500   675000 13.42247  821.5838
## 4          WD       Abnorml    140000   668500 13.41279  817.6185
## 5          WD        Normal    250000   855600 13.65956  924.9865
## 6          WD        Normal    143000   705750 13.46702  840.0893
## 7          WD        Normal    307000   201680 12.21444  449.0880
## 8          WD        Normal    200000   622920 13.34217  789.2528
## 9          WD       Abnorml    129900   306000 12.63134  553.1727
## 10         WD        Normal    118000  1409800 14.15896 1187.3500
## 11         WD        Normal    129500   224000 12.31940  473.2864
## 12        New       Partial    345000   715440 13.48065  845.8369
## 13         WD        Normal    144000   259360 12.46597  509.2740
## 14        New       Partial    279500   213040 12.26924  461.5626
## 15         WD        Normal    157000   218400 12.29408  467.3329
## 16         WD        Normal    132000   275400 12.52598  524.7857
## 17         WD        Normal    149000   224820 12.32306  474.1519
## 18         WD        Normal     90000   971190 13.78628  985.4897
## 19         WD        Normal    159000   273900 12.52052  523.3546
## 20        COD       Abnorml    139000   151200 11.92636  388.8444
## 21        New       Partial    325300   852900 13.65640  923.5259
## 22         WD        Normal    139400   335205 12.72250  578.9689
## 23         WD        Normal    230000   194840 12.17993  441.4068
## 24         WD        Normal    129900   506880 13.13603  711.9551
## 25         WD        Normal    154000   164920 12.01322  406.1034
## 26         WD        Normal    256300   284600 12.55884  533.4791
## 27         WD        Normal    134800   144000 11.87757  379.4733
## 28         WD        Normal    306000   229560 12.34392  479.1242
## 29         WD        Normal    207500   326420 12.69594  571.3318
## 30         WD        Normal     68500   189720 12.15330  435.5686
## 31         WD        Normal     40000   595000 13.29632  771.3624
## 32         WD        Normal    149350   170880 12.04872  413.3763
## 33         WD        Normal    179900   220980 12.30583  470.0851
## 34         WD        Normal    165500   211040 12.25980  459.3909
## 35         WD        Normal    277500   877560 13.68490  936.7817
## 36         WD        Normal    309000   805080 13.59870  897.2625
## 37         WD        Normal    145000   217180 12.28848  466.0258
## 38         WD        Normal    153000   170640 12.04731  413.0859
## 39         WD       Abnorml    109000   158440 11.97313  398.0452
## 40         WD       AdjLand     82000   543600 13.20597  737.2923
## 41         WD       Abnorml    160000   173160 12.06197  416.1250
## 42         WD        Normal    170000   338100 12.73110  581.4637
## 43         WD        Normal    144000   780300 13.56743  883.3459
## 44         WD        Normal    130250   184000 12.12269  428.9522
## 45         WD        Normal    141000   158900 11.97603  398.6226
## 46         WD        Normal    319900   918960 13.73100  958.6240
## 47         WD       Abnorml    239686   641100 13.37094  800.6872
## 48         WD        Normal    249700   221920 12.31007  471.0839
## 49        New       Partial    113000   846640 13.64903  920.1304
## 50         WD        Normal    127000   154840 11.95015  393.4971
## 51         WD        Normal    177000   832140 13.63176  912.2171
## 52         WD        Normal    114500   312000 12.65076  558.5696
## 53         WD        Normal    110000   762480 13.54433  873.2010
## 54         WD        Normal    385000  1005420 13.82092 1002.7063
## 55         WD        Normal    130000   570720 13.25465  755.4601
## 56         WD        Normal    180500   203500 12.22342  451.1097
## 57         WD       Abnorml    172500   423200 12.95560  650.5382
## 58         WD        Normal    196500   698700 13.45698  835.8828
## 59        New       Partial    438780   820920 13.61818  906.0464
## 60         WD        Normal    124900   144000 11.87757  379.4733
## 61        New       Partial    158000   261440 12.47396  511.3120
## 62         WD        Normal    101000   540000 13.19932  734.8469
## 63         WD        Normal    202500   773040 13.55809  879.2269
## 64         WD        Normal    140000   721000 13.48839  849.1172
## 65         WD        Normal    219500   562500 13.24015  750.0000
## 66         WD        Normal    317000   575460 13.26292  758.5908
## 67         WD        Normal    180000   398000 12.89421  630.8724
## 68         WD        Normal    226000   213300 12.27045  461.8441
## 69         WD        Normal     80000   138240 11.83675  371.8064
## 70         WD        Normal    225000   779650 13.56660  882.9779
## 71         WD        Normal    244000   273020 12.51730  522.5132
## 72         WD        Normal    129500   151980 11.93150  389.8461
## 73         WD        Normal    185000   608460 13.31869  780.0385
## 74         WD        Normal    144900   204000 12.22588  451.6636
## 75         WD        Normal    107400   289500 12.57591  538.0520
## 76         WD        Normal     91000   287280 12.56821  535.9851
## 77         WD        Normal    135750   169500 12.04061  411.7038
## 78         WD        Normal    127000   431750 12.97560  657.0769
## 79         WD        Normal    136500   970020 13.78507  984.8959
## 80         WD        Normal    110000   522000 13.16542  722.4957
## 81         WD        Normal    193500   780000 13.56705  883.1761
## 82         WD        Normal    153500   540000 13.19932  734.8469
## 83         WD        Normal    245000   204120 12.22646  451.7964
## 84        COD        Normal    126500   177840 12.08864  421.7108
## 85         WD        Normal    168500   682400 13.43337  826.0751
## 86         WD        Normal    260000   963540 13.77837  981.6007
## 87         WD        Normal    174000   714660 13.47956  845.3757
## 88        New       Partial    164500   632160 13.35690  795.0849
## 89      ConLD       Abnorml     85000   423500 12.95631  650.7688
## 90         WD        Normal    123600   161400 11.99164  401.7462
## 91         WD        Normal    109900   144000 11.87757  379.4733
## 92         WD       Abnorml     98600   170000 12.04355  412.3106
## 93         WD        Normal    163500   400800 12.90122  633.0877
## 94         WD        Normal    133900  1368000 14.12886 1169.6153
## 95         WD        Normal    204750   560220 13.23608  748.4785
## 96         WD        Normal    185000   585900 13.28090  765.4410
## 97         WD        Normal    214000   205280 12.23213  453.0784
## 98         WD        Normal     94750   218420 12.29418  467.3543
## 99        COD       Abnorml     83000   318750 12.67216  564.5795
## 100        WD        Normal    128950   186400 12.13565  431.7407
## 101        WD        Normal    205000   212060 12.26462  460.4997
## 102        WD        Normal    178000   552360 13.22196  743.2093
## 103        WD        Alloca    118964   631620 13.35604  794.7452
## 104        WD        Normal    198900   208040 12.24549  456.1140
## 105        WD        Normal    169500   387900 12.86850  622.8162
## 106        WD        Normal    250000   562500 13.24015  750.0000
## 107        WD        Normal    100000   324000 12.68850  569.2100
## 108        WD       Partial    115000   120000 11.69525  346.4102
## 109        WD        Normal    115000   425000 12.95984  651.9202
## 110       COD        Normal    190000   235020 12.36743  484.7886
## 111        WD        Normal    136900   476250 13.07370  690.1087
## 112        WD        Normal    180000   620000 13.33747  787.4008
## 113       New       Partial    383970   597900 13.30118  773.2399
## 114       COD       Abnorml    217000   420000 12.94801  648.0741
## 115        WD        Normal    259500   508130 13.13849  712.8324
## 116        WD        Normal    176000   516800 13.15541  718.8880
## 117        WD        Normal    139000   232320 12.35587  481.9959
## 118       New       Partial    155000   170720 12.04778  413.1828
## 119        WD        Normal    320000   742560 13.51786  861.7192
## 120       New       Partial    163990   507660 13.13757  712.5026
## 121        WD        Normal    180000  1716240 14.35565 1310.0534
## 122        WD        Normal    100000   303000 12.62149  550.4544
## 123        WD        Normal    136000   189280 12.15098  435.0632
## 124        WD        Normal    153900   947040 13.76110  973.1598
## 125        WD        Normal    181000   340860 12.73923  583.8322
## 126        WD        Normal     84500  1288200 14.06876 1134.9890
## 127        WD        Normal    128000   591360 13.29018  768.9993
## 128        WD        Normal     87000   197460 12.19329  444.3647
## 129        WD        Normal    155000   455400 13.02893  674.8333
## 130        WD       Abnorml    150000   179460 12.09771  423.6272
## 131        WD        Normal    226000   852000 13.65534  923.0385
## 132        WD        Normal    244000   733440 13.50550  856.4111
## 133        WD        Normal    150750   147760 11.90334  384.3956
## 134        WD        Normal    220000   137060 11.82817  370.2162
## 135        WD        Normal    180000   206700 12.23902  454.6427
## 136        WD        Normal    174000   208000 12.24529  456.0702
## 137        WD        Normal    143000   207100 12.24096  455.0824
## 138        WD        Family    171000   996300 13.81180  998.1483
## 139        WD        Normal    230000   543960 13.20663  737.5364
## 140        WD        Normal    231500   925560 13.73815  962.0603
## 141     ConLI        Normal    115000   210000 12.25486  458.2576
## 142        WD        Normal    260000   232900 12.35836  482.5971
## 143        WD        Normal    166000   426000 12.96219  652.6868
## 144        WD        Normal    204000   206700 12.23902  454.6427
## 145     ConLI       Abnorml    125000   819000 13.61584  904.9862
## 146        WD        Normal    130000   403520 12.90798  635.2322
## 147        WD        Normal    105000   183600 12.12051  428.4857
## 148        WD        Normal    222500   570300 13.25392  755.1821
## 149        WD        Normal    141000   150000 11.91839  387.2983
## 150        WD        Normal    115000   312000 12.65076  558.5696
## 151        WD        Normal    122000   207120 12.24105  455.1044
## 152       New       Partial    372402   277820 12.53473  527.0863
## 153        WD        Normal    190000   888180 13.69693  942.4330
## 154        WD        Normal    235000   270000 12.50618  519.6152
## 155        WD        Family    125000   340200 12.73729  583.2667
## 156        WD        Normal     79000   480000 13.08154  692.8203
## 157        WD        Normal    109500   144000 11.87757  379.4733
## 158       New       Partial    269500   720180 13.48726  848.6342
## 159        WD        Normal    254900   753120 13.53198  867.8249
## 160       New       Partial    320000  1162680 13.96624 1078.2764
## 161        WD        Normal    162500   222400 12.31223  471.5930
## 162        WD        Normal    412500   821280 13.61862  906.2450
## 163       New       Partial    220000   243640 12.40345  493.5990
## 164        WD        Normal    103200   247500 12.41917  497.4937
## 165        WD        Normal    152000   216000 12.28303  464.7580
## 166        WD        Normal    127500  1920140 14.46791 1385.6912
## 167       COD        Normal    190000   214160 12.27448  462.7742
## 168       New       Partial    325624   633720 13.35936  796.0653
## 169        WD        Normal    183500   494640 13.11159  703.3065
## 170        WD        Normal    228000   333380 12.71704  577.3907
## 171        WD        Normal    128500   617900 13.33408  786.0662
## 172        WD        Normal    215000   635400 13.36201  797.1198
## 173        WD        Normal    239000   848960 13.65177  921.3903
## 174       COD        Normal    163000   203940 12.22558  451.5972
## 175        WD        Normal    184000   248320 12.42247  498.3172
## 176        WD        Normal    243000   252300 12.43837  502.2947
## 177        WD        Normal    211000   601740 13.30758  775.7190
## 178        WD        Normal    172500   682500 13.43352  826.1356
## 179       New       Partial    501837   348460 12.76128  590.3050
## 180        WD        Normal    100000   255600 12.45137  505.5690
## 181        WD        Normal    177000   338720 12.73293  581.9966
## 182        WD        Normal    200100   531160 13.18282  728.8072
## 183        WD        Normal    120000   181200 12.10736  425.6759
## 184        WD        Normal    200000   571300 13.25567  755.8439
## 185        WD        Normal    127000   371900 12.82638  609.8360
## 186        WD        Normal    475000  1721250 14.35856 1311.9642
## 187        WD        Normal    173000   795760 13.58705  892.0538
## 188        WD        Normal    135000   520500 13.16255  721.4569
## 189        WD        Alloca    153337   631620 13.35604  794.7452
## 190        WD        Normal    286000   590760 13.28917  768.6091
## 191        WD        Normal    315000   739900 13.51427  860.1744
## 192        WD        Normal    184000   448320 13.01326  669.5670
## 193        WD        Normal    192000   180340 12.10260  424.6646
## 194        WD        Normal    130000   403520 12.90798  635.2322
## 195        WD        Normal    127000   143600 11.87479  378.9459
## 196        WD        Normal    148500   364800 12.80710  603.9868
## 197       New       Partial    311872   188320 12.14590  433.9585
## 198        WD       Abnorml    235000  1906425 14.46074 1380.7335
## 199        WD       Abnorml    104000   414000 12.93362  643.4283
## 200        WD        Normal    274900   191820 12.16431  437.9726
## 201        WD        Normal    140000   170920 12.04895  413.4247
## 202        WD        Normal    171500   202500 12.21850  450.0000
## 203       COD        Normal    112000   350000 12.76569  591.6080
## 204        WD        Normal    149000   532560 13.18545  729.7671
## 205        WD        Normal    110000   175000 12.07254  418.3300
## 206        WD        Normal    180500   237020 12.37590  486.8470
## 207        WD        Normal    143900   273460 12.51891  522.9340
## 208        WD        Normal    141000   249860 12.42866  499.8600
## 209        WD        Normal    277000   861840 13.66682  928.3534
## 210        WD        Normal    145000   165000 12.01370  406.2019
## 211        WD        Normal     98000   168120 12.03243  410.0244
## 212        WD        Normal    186000   208400 12.24721  456.5085
## 213       New       Partial    252678   518400 13.15850  720.0000
## 214        WD        Normal    156000   271360 12.51120  520.9223
## 215        WD        Normal    161750   654000 13.39086  808.7027
## 216        WD        Normal    134450   200220 12.20717  447.4595
## 217        WD        Normal    210000   169000 12.03765  411.0961
## 218        WD        Family    107000   693420 13.44939  832.7184
## 219        WD        Normal    311500   783000 13.57089  884.8729
## 220       New       Partial    167240   361200 12.79719  600.9992
## 221       New       Partial    204900   179800 12.09960  424.0283
## 222     ConLI        Normal    200000   484080 13.09001  695.7586
## 223        WD        Normal    179900   688500 13.44227  829.7590
## 224        WD       Abnorml     97000   210000 12.25486  458.2576
## 225        WD        Normal    386250   269440 12.50410  519.0761
## 226       COD       Abnorml    112000   268800 12.50172  518.4593
## 227        WD       Abnorml    290000   597000 13.29967  772.6578
## 228        WD        Normal    106000   299040 12.60833  546.8455
## 229        WD        Normal    125000   170420 12.04602  412.8196
## 230        WD        Normal    192500   381840 12.85276  617.9320
## 231        WD        Normal    148000   175200 12.07368  418.5690
## 232        WD        Normal    403000   908280 13.71931  953.0373
## 233        WD        Normal     94500   268800 12.50172  518.4593
## 234        WD        Normal    128200   213000 12.26905  461.5192
## 235        WD        Normal    216500   471060 13.06274  686.3381
## 236        WD        Normal     89500   268800 12.50172  518.4593
## 237        WD        Normal    185500   175460 12.07517  418.8795
## 238        WD        Normal    194500   567180 13.24843  753.1135
## 239       New       Partial    318000   240600 12.39089  490.5099
## 240        WD        Normal    113000   437050 12.98780  661.0976
## 241        WD        Normal    262500   180000 12.10071  424.2641
## 242        WD        Normal    110500   116400 11.66479  341.1744
## 243        WD        Normal     79000   250000 12.42922  500.0000
## 244        WD        Normal    120000  1721920 14.35895 1312.2195
## 245        WD        Normal    205000   532800 13.18590  729.9315
## 246        WD        Normal    241500   208000 12.24529  456.0702
## 247        WD        Normal    137000  1736980 14.36766 1317.9454
## 248        WD        Normal    140000   226200 12.32917  475.6049
## 249        WD        Normal    180000   679020 13.42841  824.0267
## 250        WD        Normal    277000  7950000 15.88868 2819.5744
## 251        WD        Normal     76500   160500 11.98605  400.6245
## 252        WD        Family    235000   570000 13.25339  754.9834
## 253        WD        Normal    173000   501960 13.12628  708.4914
## 254       CWD        Normal    158000   748000 13.52516  864.8699
## 255        WD        Normal    145000   168000 12.03172  409.8780
## 256        WD        Normal    230000   524280 13.16978  724.0718
## 257        WD        Normal    207500   527460 13.17583  726.2644
## 258        WD       Abnorml    220000   176280 12.07983  419.8571
## 259        WD        Normal    231500   746100 13.52261  863.7708
## 260        WD        Normal     97000   254040 12.44525  504.0238
## 261        WD        Normal    176000  1543680 14.24968 1242.4492
## 262       New       Partial    276000   575280 13.26261  758.4721
## 263        WD        Normal    151000   677680 13.42643  823.2132
## 264        WD        Normal    130000   275000 12.52453  524.4044
## 265        WD        Normal     73000   156960 11.96375  396.1818
## 266        WD        Normal    175500   241800 12.39587  491.7316
## 267        WD        Normal    185000   672420 13.41864  820.0122
## 268        WD        Normal    179500   630000 13.35348  793.7254
## 269        WD        Normal    120500   207000 12.24047  454.9725
## 270        WD        Normal    148000   158340 11.97250  397.9196
## 271       New       Partial    266000   643680 13.37496  802.2967
## 272        WD        Normal    241500   782080 13.56971  884.3529
## 273        WD        Normal    290000   705840 13.46714  840.1428
## 274        WD        Normal    139000   192000 12.16525  438.1780
## 275        WD        Normal    124500   166280 12.02143  407.7744
## 276        WD        Normal    205000   363200 12.80271  602.6608
## 277        WD        Normal    201000   183920 12.12226  428.8590
## 278        WD        Normal    141000   382760 12.85516  618.6760
## 279       New       Partial    415298   289000 12.57418  537.5872
## 280        WD        Normal    192000   600300 13.30518  774.7903
## 281        WD        Normal    228500   677220 13.42575  822.9338
## 282       New       Partial    185000   144000 11.87757  379.4733
## 283     ConLw        Normal    207500   607560 13.31721  779.4614
## 284       New       Partial    244600   192240 12.16650  438.4518
## 285        WD        Normal    179200   961440 13.77619  980.5305
## 286       New       Partial    164700   680160 13.43008  824.7181
## 287        WD        Normal    159000   489300 13.10073  699.4998
## 288        WD        Normal     88000   162500 11.99843  403.1129
## 289        WD        Normal    122000   196380 12.18781  443.1478
## 290        WD        Normal    153575   611100 13.32302  781.7289
## 291       New       Partial    233230   936660 13.75008  967.8120
## 292        WD        Normal    135900  1080530 13.89296 1039.4854
## 293        WD        Normal    131000   570450 13.25418  755.2814
## 294        WD        Normal    235000   999540 13.81505  999.7700
## 295        WD        Normal    167000   192000 12.16525  438.1780
## 296        WD        Normal    142500   634960 13.36132  796.8438
## 297        WD        Normal    152000   685500 13.43790  827.9493
## 298        WD        Normal    239000   443940 13.00344  666.2882
## 299        WD        Normal    175000   702000 13.46169  837.8544
## 300        WD        Family    158500   280000 12.54254  529.1503
## 301        WD        Normal    157000  2992500 14.91162 1729.8844
## 302        WD        Normal    267000   973560 13.78871  986.6914
## 303        WD        Normal    205000   274080 12.52118  523.5265
## 304        WD       Abnorml    149900   196000 12.18587  442.7189
## 305        WD        Normal    295000  1378950 14.13683 1174.2870
## 306        WD        Normal    305900   207720 12.24395  455.7631
## 307        WD        Normal    225000   808440 13.60286  899.1329
## 308        WD        Normal     89500   396000 12.88917  629.2853
## 309        WD        Normal     82500   370260 12.82196  608.4899
## 310        WD        Normal    360000   247560 12.41941  497.5540
## 311        WD        Normal    165600   461100 13.04137  679.0434
## 312        WD        Normal    132000   160000 11.98293  400.0000
## 313        WD        Normal    119900  1482000 14.20890 1217.3742
## 314        WD        Normal    375000  4304900 15.27526 2074.8253
## 315        WD        Normal    178000   672000 13.41801  819.7561
## 316        WD        Normal    188500   467700 13.05558  683.8860
## 317        WD        Normal    260000   780300 13.56743  883.3459
## 318        WD        Normal    270000   540000 13.19932  734.8469
## 319        WD        Normal    260000   594000 13.29463  770.7140
## 320        WD        Normal    187500  1129200 13.93702 1062.6382
## 321       New       Partial    342643   975540 13.79075  987.6943
## 322        WD        Normal    354000   725940 13.49522  852.0211
## 323        WD        Normal    301000   622800 13.34198  789.1768
## 324        WD        Normal    126175   116400 11.66479  341.1744
## 325        WD        Normal    242000   902000 13.71237  949.7368
## 326        WD        Normal     87000   225000 12.32386  474.3416
## 327       Con        Normal    324000  1301520 14.07904 1140.8418
## 328        WD        Normal    145250   232000 12.35449  481.6638
## 329        WD        Normal    214500   891600 13.70077  944.2457
## 330        WD        Normal     78000   448140 13.01286  669.4326
## 331        WD        Normal    119000   956160 13.77068  977.8343
## 332        WD        Normal    139000   163520 12.00469  404.3761
## 333        WD        Normal    284000   213100 12.26952  461.6276
## 334        WD        Normal    207000   983760 13.79914  991.8468
## 335        WD        Normal    192000   542520 13.20398  736.5596
## 336        WD        Normal    228950 31285400 17.25866 5593.3353
## 337        WD        Normal    377426   283140 12.55370  532.1090
## 338        WD        Normal    214000   182700 12.11560  427.4342
## 339        WD        Normal    202500   282900 12.55285  531.8834
## 340        WD        Normal    155000   248000 12.42118  497.9960
## 341        WD        Normal    202900   851460 13.65471  922.7459
## 342        WD        Normal     82000   168000 12.03172  409.8780
## 343        WD        Normal     87500   768960 13.55279  876.9036
## 344        WD        Normal    266000  1061880 13.87555 1030.4756
## 345        WD        Normal     85000   414720 12.93536  643.9876
## 346        WD        Normal    140200   321750 12.68153  567.2301
## 347        WD        Normal    151500   255440 12.45074  505.4107
## 348        WD        Normal    157500   352000 12.77139  593.2959
## 349        WD        Normal    154000   391680 12.87820  625.8434
## 350       New       Partial    437154  1225860 14.01915 1107.1856
## 351       New       Partial    318061   938400 13.75193  968.7105
## 352        WD       Abnorml    190000   632520 13.35747  795.3113
## 353     ConLw        Normal     95000   454200 13.02629  673.9436
## 354        WD        Normal    105900   255600 12.45137  505.5690
## 355        WD        Normal    140000   420000 12.94801  648.0741
## 356        WD        Normal    177500   224980 12.32377  474.3206
## 357        WD        Normal    173000   184960 12.12789  430.0698
## 358        WD        Normal    134000   506880 13.13603  711.9551
## 359        WD       Abnorml    130000   554400 13.22564  744.5804
## 360        WD        Normal    280000   720660 13.48792  848.9170
## 361        WD        Normal    156000   640900 13.37063  800.5623
## 362        WD        Normal    145000   457200 13.03288  676.1657
## 363     ConLD        Normal    198500   620585 13.33842  787.7722
## 364        WD        Normal    118000   268800 12.50172  518.4593
## 365        WD        Normal    190000  1128000 13.93596 1062.0734
## 366        WD        Normal    147000   748300 13.52556  865.0434
## 367        WD        Normal    159000   190000 12.15478  435.8899
## 368        WD        Normal    165000   732000 13.50354  855.5700
## 369        WD        Normal    132000   156000 11.95761  394.9684
## 370        WD        Normal    162000   196600 12.18893  443.3960
## 371        WD        Normal    172400   487260 13.09655  698.0401
## 372        WD        Normal    134432   856000 13.66003  925.2027
## 373        WD        Normal    125000   861000 13.66585  927.9009
## 374        WD        Normal    123000   212680 12.26754  461.1724
## 375        WD        Normal    219500   492000 13.10623  701.4271
## 376        WD        Normal     61000   300600 12.61354  548.2700
## 377        WD        Normal    148000   751910 13.53037  867.1274
## 378        WD        Normal    340000   668580 13.41291  817.6674
## 379       New       Partial    394432   227880 12.33657  477.3678
## 380        WD        Normal    179000   487380 13.09680  698.1261
## 381        WD        Normal    127000   250000 12.42922  500.0000
## 382       New       Partial    187750   144000 11.87757  379.4733
## 383        WD        Normal    213500   554700 13.22618  744.7818
## 384        WD        Normal     76000   405000 12.91164  636.3961
## 385        WD        Normal    240000  3186420 14.97441 1785.0546
## 386        WD        Normal    192000   381840 12.85276  617.9320
## 387        WD       AdjLand     81000   420500 12.94920  648.4597
## 388        WD       Abnorml    125000   576000 13.26386  758.9466
## 389        WD        Normal    191000   187640 12.14228  433.1743
## 390       New       Partial    426000   748440 13.52575  865.1243
## 391        WD        Normal    119000   420250 12.94861  648.2669
## 392        WD        Normal    215000   732540 13.50427  855.8855
## 393        WD        Normal    106500   166780 12.02443  408.3871
## 394        WD       Abnorml    100000   223380 12.31663  472.6309
## 395        WD        Normal    109000   506700 13.13567  711.8286
## 396        WD        Normal    129000   191420 12.16223  437.5157
## 397        WD        Normal    123000   144000 11.87757  379.4733
## 398        WD        Normal    169500   455400 13.02893  674.8333
## 399        WD       Abnorml     67000   269010 12.50250  518.6617
## 400        WD        Normal    241000   487500 13.09705  698.2120
## 401        WD        Normal    245500  1795560 14.40083 1339.9851
## 402       New       Partial    164990   175340 12.07448  418.7362
## 403        WD        Normal    108000   306000 12.63134  553.1727
## 404        WD       Abnorml    258000   725400 13.49448  851.7042
## 405        WD        Normal    168000   621840 13.34044  788.5683
## 406        WD        Normal    150000   199820 12.20517  447.0123
## 407        WD        Normal    115000   524000 13.16925  723.8784
## 408        WD        Normal    177000  1090320 13.90198 1044.1839
## 409       New       Partial    280000   849240 13.65210  921.5422
## 410       New       Partial    339750   648000 13.38165  804.9845
## 411       COD       Abnorml     60000   191420 12.16223  437.5157
## 412        WD        Normal    145000  6583500 15.70008 2565.8332
## 413       New       Partial    222000    88060 11.38577  296.7491
## 414        WD        Normal    115000   268800 12.50172  518.4593
## 415        WD        Normal    228000   673680 13.42051  820.7801
## 416       New       Partial    181134   177980 12.08943  421.8768
## 417        WD        Normal    149500   470640 13.06185  686.0321
## 418        WD        Normal    239000  1569400 14.26620 1252.7570
## 419        WD       AdjLand    126000   408000 12.91902  638.7488
## 420        WD        Normal    142000   169000 12.03765  411.0961
## 421        WD        Alloca    206300   635400 13.36201  797.1198
## 422        WD        Normal    215000   332700 12.71500  576.8015
## 423        WD        Normal    113000   435000 12.98310  659.5453
## 424        WD        Normal    315000   552000 13.22130  742.9670
## 425        WD        Normal    139000   180000 12.10071  424.2641
## 426        WD        Normal    135000   202680 12.21938  450.2000
## 427        WD        Normal    275000  1024000 13.83923 1011.9289
## 428        WD        Normal    109008   171860 12.05444  414.5600
## 429       New       Partial    195400   135240 11.81481  367.7499
## 430        WD        Normal    175000   229140 12.34209  478.6857
## 431       COD       Abnorml     85400   268800 12.50172  518.4593
## 432     ConLD       Abnorml     79900   279300 12.54004  528.4884
## 433        WD        Normal    122500   307200 12.63525  554.2563
## 434        WD        Normal    181000   650340 13.38525  806.4366
## 435        WD        Normal     81000   340200 12.73729  583.2667
## 436     ConLw        Normal    212000   640020 13.36925  800.0125
## 437        WD        Normal    116000   220000 12.30138  469.0416
## 438        WD        Normal    119000   270000 12.50618  519.6152
## 439        WD        Normal     90350   128400 11.76291  358.3295
## 440     ConLI        Normal    110000   617700 13.33376  785.9389
## 441        WD        Normal    555000   308620 12.63987  555.5358
## 442        WD        Normal    118000  1089720 13.90143 1043.8965
## 443        WD        Normal    162900   312000 12.65076  558.5696
## 444       New       Partial    172500   470640 13.06185  686.0321
## 445        WD        Normal    210000   525000 13.17115  724.5688
## 446       COD        Normal    127500   197100 12.19147  443.9595
## 447        WD        Normal    190000   329840 12.70636  574.3170
## 448        WD        Normal    199900   672840 13.41926  820.2682
## 449        WD        Normal    119500   430000 12.97154  655.7439
## 450        WD        Normal    120000   300000 12.61154  547.7226
## 451        WD        Normal    110000   170520 12.04661  412.9407
## 452        WD        Normal    280000  1415220 14.16280 1189.6302
## 453        WD        Normal    204000   558180 13.23244  747.1144
## 454        WD        Normal    210000   540000 13.19932  734.8469
## 455        WD        Family    188000   836730 13.63726  914.7295
## 456        WD        Normal    175500   192000 12.16525  438.1780
## 457       COD       Abnorml     98000   319970 12.67598  565.6589
## 458        WD        Normal    256000  1064540 13.87805 1031.7655
## 459        WD        Normal    161000   357000 12.78549  597.4948
## 460        WD        Normal    110000   350750 12.76783  592.2415
## 461       New       Partial    263435   480240 13.08204  692.9935
## 462        WD        Normal    155000   504000 13.13033  709.9296
## 463        WD        Normal     62383   165620 12.01745  406.9644
## 464        WD        Normal    188700   839160 13.64016  916.0568
## 465        WD        Normal    124000   168600 12.03528  410.6093
## 466        WD        Normal    178740   368640 12.81758  607.1573
## 467        WD        Normal    167000   212560 12.26698  461.0423
## 468        WD        Normal    146500   663600 13.40543  814.6165
## 469        WD        Normal    250000   228560 12.33955  478.0795
## 470        WD        Normal    187000   557460 13.23115  746.6324
## 471        WD        Normal    212000   818400 13.61511  904.6546
## 472        WD        Normal    190000   717120 13.48300  846.8294
## 473        WD        Normal    148000   661500 13.40227  813.3265
## 474       New       Partial    440000   299540 12.61000  547.3025
## 475        WD        Normal    251000   639600 13.36860  799.7500
## 476        WD        Normal    132500   169600 12.04120  411.8252
## 477        WD        Normal    208900   262500 12.47801  512.3475
## 478        WD        Normal    380000   821580 13.61898  906.4105
## 479        WD        Normal    297000   212740 12.26783  461.2375
## 480        WD        Alloca     89471   177750 12.08813  421.6041
## 481        WD        Normal    326000   320660 12.67814  566.2685
## 482        WD        Normal    374000   236920 12.37548  486.7443
## 483        WD        Normal    155000   175000 12.07254  418.3300
## 484        WD        Normal    164000   540000 13.19932  734.8469
## 485        WD        Normal    132500   155160 11.95221  393.9035
## 486        WD        Normal    147000   192000 12.16525  438.1780
## 487        WD        Normal    156000   205780 12.23456  453.6298
## 488        WD        Normal    175000   244860 12.40844  494.8333
## 489     ConLD        Normal    160000  2052000 14.53433 1432.4804
## 490        WD        Normal     86000   274680 12.52336  524.0992
## 491        WD        Normal    115000   426400 12.96313  652.9931
## 492        WD        Normal    133000   474500 13.07002  688.8396
## 493       New       Partial    172785   934680 13.74796  966.7885
## 494        WD        Normal    155000   158620 11.97427  398.2713
## 495        WD        Normal     91300   173520 12.06405  416.5573
## 496        WD       Abnorml     34900   236370 12.37315  486.1790
## 497        WD        Normal    430000   253840 12.44446  503.8254
## 498        WD        Normal    184000   456000 13.03025  675.2777
## 499        WD        Normal    130000   156000 11.95761  394.9684
## 500        WD        Normal    120000   150700 11.92305  388.2010
## 501        WD        Normal    113000   302400 12.61951  549.9091
## 502        WD        Normal    226700   588180 13.28479  766.9289
## 503        WD        Normal    140000   183400 12.11942  428.2523
## 504        WD        Normal    289000   312040 12.65089  558.6054
## 505        WD        Normal    147000   369280 12.81931  607.6841
## 506       COD        Normal    124500   683640 13.43519  826.8253
## 507        WD        Normal    215000   573240 13.25906  757.1261
## 508       New       Partial    208300   157240 11.96553  396.5350
## 509        WD        Normal    161000   672000 13.41801  819.7561
## 510        WD        Normal    124500   192000 12.16525  438.1780
## 511        WD        Normal    164900   291180 12.58170  539.6110
## 512       New       Partial    202665   815040 13.61099  902.7957
## 513        WD        Normal    129900   182000 12.11176  426.6146
## 514        WD        Normal    134000   183740 12.12128  428.6490
## 515        WD        Normal     96500   476730 13.07471  690.4564
## 516       New       Partial    402861   244400 12.40656  494.3683
## 517       COD       Abnorml    158000   835840 13.63619  914.2429
## 518        WD        Normal    265000   612480 13.32527  782.6110
## 519        WD        Normal    211000   571860 13.25665  756.2143
## 520        WD        Normal    234000   764260 13.54666  874.2197
## 521        WD        Normal    106250  2052000 14.53433 1432.4804
## 522        WD        Normal    150000   239760 12.38739  489.6529
## 523        WD        Normal    159000   250000 12.42922  500.0000
## 524       New       Partial    184750  2405640 14.69333 1551.0126
## 525        WD        Normal    315750   707220 13.46910  840.9637
## 526        WD        Normal    176000   150000 11.91839  387.2983
## 527        WD        Normal    132000   266000 12.49125  515.7519
## 528       New       Partial    446261   896880 13.70668  947.0375
## 529        WD        Normal     86000   272940 12.51701  522.4366
## 530        WD        Alloca    200624   653360 13.38988  808.3069
## 531        WD       Abnorml    175000   816000 13.61217  903.3272
## 532        WD        Normal    128000   430850 12.97352  656.3917
## 533        WD        Normal    107500   144000 11.87757  379.4733
## 534        WD        Normal     39300   100000 11.51293  316.2278
## 535        WD        Normal    178000   543360 13.20553  737.1296
## 536        WD        Normal    107500  1330000 14.10069 1153.2563
## 537        WD        Normal    188000   535440 13.19084  731.7377
## 538       COD        Normal    111250   254700 12.44784  504.6781
## 539        WD        Normal    158000   231060 12.35043  480.6870
## 540        WD        Normal    272000   228460 12.33912  477.9749
## 541        WD        Normal    315000   292020 12.58458  540.3887
## 542        WD        Normal    248000   660000 13.40000  812.4038
## 543        WD        Normal    213250   202800 12.21998  450.3332
## 544        WD        Normal    133000   486960 13.09594  697.8252
## 545       New       Partial    179665  1026240 13.84141 1013.0350
## 546        WD        Normal    229000   691850 13.44712  831.7752
## 547        WD        Normal    210000   436850 12.98735  660.9463
## 548        WD        Normal    129500   615740 13.33058  784.6910
## 549        WD        Normal    125000   164700 12.01188  405.8325
## 550        WD        Normal    263000   562500 13.24015  750.0000
## 551       COD       Abnorml    140000   485160 13.09223  696.5343
## 552        WD        Normal    112500   120000 11.69525  346.4102
## 553        WD        Normal    255500   222920 12.31457  472.1440
## 554        WD        Normal    108000   175540 12.07562  418.9749
## 555        WD        Normal    284000   637500 13.36531  798.4360
## 556        WD        Normal    113000   287100 12.56759  535.8171
## 557        WD        Normal    141000   297000 12.60149  544.9771
## 558       COD        Normal    108000   552000 13.22130  742.9670
## 559        WD        Normal    175000  1312320 14.08731 1145.5654
## 560        WD        Normal    234000   383520 12.85715  619.2899
## 561        WD        Normal    121500   226820 12.33191  476.2562
## 562        WD        Normal    170000   200200 12.20707  447.4371
## 563        WD        Normal    108000   417210 12.94134  645.9180
## 564        WD        Normal    185000  1089000 13.90077 1043.5516
## 565        WD        Normal    268000   800760 13.59332  894.8519
## 566        WD        Normal    128000   480060 13.08167  692.8636
## 567        WD        Normal    325000   671880 13.41784  819.6829
## 568        WD        Normal    214000   203420 12.22303  451.0211
## 569        WD        Normal    316600   616350 13.33157  785.0796
## 570        WD        Normal    135960   632880 13.35804  795.5376
## 571        WD        Normal    142600  1179090 13.98025 1085.8591
## 572        WD       Abnorml    120000   146640 11.89574  382.9360
## 573       New       Partial    224500   789540 13.57921  888.5606
## 574        WD        Normal    170000   797360 13.58906  892.9502
## 575        WD        Normal    139000   840000 13.64116  916.5151
## 576       COD       Abnorml    118500   424000 12.95749  651.1528
## 577        WD        Normal    145000   314600 12.65906  560.8921
## 578        WD       Abnorml    164500   942160 13.75593  970.6493
## 579        WD       Abnorml    146000   576640 13.26497  759.3682
## 580        WD        Normal    131500   607500 13.31711  779.4229
## 581        WD        Normal    181900   291700 12.58348  540.0926
## 582       New       Partial    253293   254080 12.44540  504.0635
## 583        WD        Normal    118500  1065690 13.87913 1032.3226
## 584        WD        Normal    325000  1012500 13.82793 1006.2306
## 585        WD        Normal    133000   306000 12.63134  553.1727
## 586       New       Partial    369900   228860 12.34087  478.3931
## 587        WD        Normal    130000   308010 12.63789  554.9865
## 588        WD        Normal    137000   742900 13.51832  861.9165
## 589        WD       Partial    143000   501900 13.12616  708.4490
## 590        WD        Normal     79500   364000 12.80491  603.3241
## 591        WD        Normal    185900   499200 13.12076  706.5409
## 592     ConLI        Normal    451950   808680 13.60316  899.2664
## 593        WD        Normal    138000   132000 11.79056  363.3180
## 594        WD        Normal    140000   532200 13.18477  729.5204
## 595        WD        Normal    110000   159800 11.98168  399.7499
## 596       New       Partial    319000   226040 12.32847  475.4366
## 597        WD        Normal    114504   252000 12.43718  501.9960
## 598       New       Partial    194201   470640 13.06185  686.0321
## 599        WD        Normal    217500   259680 12.46721  509.5881
## 600       COD        Normal    151000   312000 12.65076  558.5696
## 601        WD        Normal    275000   655620 13.39334  809.7036
## 602        WD        Normal    141000   450000 13.01700  670.8204
## 603        WD       Abnorml    220000   602460 13.30878  776.1830
## 604        WD        Normal    151000   509120 13.14044  713.5265
## 605        WD        Normal    221000   256060 12.45317  506.0237
## 606        WD        Normal    205000   816000 13.61217  903.3272
## 607        WD        Normal    152000   249280 12.42633  499.2795
## 608        WD        Normal    225000   156000 11.95761  394.9684
## 609        WD        Alloca    359100   851760 13.65506  922.9084
## 610        WD        Normal    118500   158860 11.97578  398.5725
## 611        WD        Normal    313000   663000 13.40453  814.2481
## 612        WD        Normal    148000   831600 13.63111  911.9210
## 613        WD        Normal    261500   713100 13.47738  844.4525
## 614       New       Partial    147000   168040 12.03196  409.9268
## 615        WD        Normal     75500   268380 12.50016  518.0541
## 616        WD       Abnorml    137500   748000 13.52516  864.8699
## 617        WD        Normal    183200   471660 13.06401  686.7751
## 618        WD        Normal    105500   325215 12.69224  570.2762
## 619       New       Partial    314813   233880 12.36256  483.6114
## 620        WD        Normal    305000   734640 13.50714  857.1114
## 621        WD        Normal     67000   247440 12.41892  497.4334
## 622        WD        Normal    240000   648000 13.38165  804.9845
## 623        WD        Normal    135000   141280 11.85850  375.8723
## 624        WD        Normal    168500   338720 12.73293  581.9966
## 625        WD        Normal    165150   624000 13.34391  789.9367
## 626        WD        Normal    160000   200000 12.20607  447.2136
## 627        WD        Normal    139900   246840 12.41650  496.8300
## 628        WD        Normal    153000   768000 13.55155  876.3561
## 629        WD        Family    135000   696360 13.45362  834.4819
## 630        WD        Normal    168500   721600 13.48923  849.4704
## 631        WD       Abnorml    124000   630000 13.35348  793.7254
## 632        WD        Normal    209500   550800 13.21913  742.1590
## 633        WD        Family     82500   238000 12.38003  487.8524
## 634        WD        Normal    139400   185000 12.12811  430.1163
## 635        WD        Normal    144000   628110 13.35047  792.5339
## 636        WD       Abnorml    200000  2070240 14.54318 1438.8329
## 637     ConLw        Normal     60000   183600 12.12051  428.4857
## 638        WD        Normal     93000  1140000 13.94654 1067.7078
## 639        WD        Normal     85000   263310 12.48109  513.1374
## 640       New       Partial    264561   477840 13.07703  691.2597
## 641        WD        Normal    274000  1521240 14.23504 1233.3856
## 642        WD        Normal    226000   423000 12.95513  650.3845
## 643        WD        Normal    345000  1108800 13.91879 1052.9957
## 644        WD        Normal    152000   647580 13.38100  804.7236
## 645       New       Partial    370878   183740 12.12128  428.6490
## 646        WD        Normal    143250   210600 12.25772  458.9118
## 647        WD        Normal     98300   144000 11.87757  379.4733
## 648        WD        Normal    155000   209040 12.25028  457.2089
## 649        WD        Normal    155000   462000 13.04332  679.7058
## 650        WD        Normal     84500   348480 12.76134  590.3219
## 651        WD        Normal    205950   487500 13.09705  698.2120
## 652        WD        Normal    108000   635880 13.36277  797.4208
## 653        WD        Normal    191000   525000 13.17115  724.5688
## 654        WD        Normal    135000   516000 13.15386  718.3314
## 655        WD        Normal    350000   208740 12.24884  456.8807
## 656        WD        Family     88000   268800 12.50172  518.4593
## 657        WD        Normal    145500   200140 12.20677  447.3701
## 658        WD        Normal    149000   504000 13.13033  709.9296
## 659        WD       Abnorml     97500   875150 13.68215  935.4945
## 660        WD        Normal    167000   198740 12.19975  445.8026
## 661        WD        Normal    197900   743040 13.51851  861.9977
## 662        WD        Normal    402000  2795340 14.84346 1671.9270
## 663        WD        Normal    110000   271200 12.51061  520.7687
## 664        WD        Normal    137500   851020 13.65419  922.5075
## 665       New       Partial    423000   417920 12.94305  646.4673
## 666        WD        Normal    230500   671640 13.41748  819.5365
## 667        WD       Abnorml    129000  1107000 13.91716 1052.1407
## 668        WD        Normal    193500   162500 11.99843  403.1129
## 669        WD        Normal    168000   283500 12.55497  532.4472
## 670        WD        Normal    137500   348000 12.75996  589.9152
## 671        WD        Normal    173500   517980 13.15769  719.7083
## 672        WD        Normal    103600   464030 13.04770  681.1975
## 673        WD        Normal    165000   225000 12.32386  474.3416
## 674        WD        Normal    257500   288840 12.57363  537.4384
## 675        WD        Normal    140000   184000 12.12269  428.9522
## 676        WD        Normal    148500   366240 12.81104  605.1777
## 677        WD        Normal     87000   672000 13.41801  819.7561
## 678        WD        Normal    109500   270660 12.50862  520.2499
## 679       New       Partial    372500   236880 12.37531  486.7032
## 680        WD        Normal    128500   198900 12.20056  445.9821
## 681        WD        Normal    143000   961440 13.77619  980.5305
## 682        WD       Abnorml    159434   225000 12.32386  474.3416
## 683        WD        Normal    173000   346440 12.75546  588.5915
## 684        WD        Normal    285000   224960 12.32368  474.2995
## 685        WD        Normal    221000  1006200 13.82169 1003.0952
## 686        WD        Normal    207500   809920 13.60469  899.9556
## 687       New       Partial    227875   612420 13.32517  782.5727
## 688        WD        Normal    148800   816800 13.61315  903.7699
## 689       New       Partial    392000   161780 11.99399  402.2188
## 690        WD        Normal    194700   909240 13.72036  953.5408
## 691        WD        Normal    141000   531120 13.18274  728.7798
## 692        WD        Normal    755000  1292100 14.07178 1136.7058
## 693        WD        Normal    335000  1570680 14.26702 1253.2677
## 694        WD       Abnorml    108480   162000 11.99535  402.4922
## 695        WD        Normal    141500   306000 12.63134  553.1727
## 696        WD        Normal    176000   276220 12.52895  525.5664
## 697        WD        Normal     89000   180000 12.10071  424.2641
## 698        WD        Normal    123500   128400 11.76291  358.3295
## 699        WD        Normal    138500   169000 12.03765  411.0961
## 700        WD        Normal    196000   513840 13.14967  716.8263
## 701        WD        Normal    312500   286620 12.56591  535.3690
## 702       COD        Normal    140000   192000 12.16525  438.1780
## 703       New       Partial    361919   746280 13.52286  863.8750
## 704        WD        Normal    140000  1449700 14.18687 1204.0349
## 705        WD        Normal    213000   168000 12.03172  409.8780
## 706        WD        Normal     55000  1064000 13.87755 1031.5038
## 707        WD        Normal    302000  2302980 14.64971 1517.5572
## 708        WD        Normal    254000   748800 13.52623  865.3323
## 709       New       Partial    179540   541080 13.20132  735.5814
## 710        WD       Abnorml    109900   143240 11.87228  378.4706
## 711        WD        Normal     52000   123900 11.72723  351.9943
## 712        WD       Abnorml    102776   435600 12.98448  660.0000
## 713        WD        Normal    189000   560520 13.23662  748.6788
## 714        WD        Normal    129000  1875870 14.44458 1369.6240
## 715        WD        Normal    130500   811020 13.60605  900.5665
## 716        WD        Normal    165000   202800 12.21998  450.3332
## 717        WD        Normal    159500   756000 13.53580  869.4826
## 718        WD        Normal    157000   200000 12.20607  447.2136
## 719        WD        Normal    341000   632520 13.35747  795.3113
## 720        WD        Normal    128500   198400 12.19804  445.4211
## 721        WD        Normal    275000   787560 13.57669  887.4458
## 722        WD        Normal    143000   531120 13.18274  728.7798
## 723        WD        Normal    124500   162400 11.99782  402.9888
## 724        WD        Normal    135000   408600 12.92049  639.2183
## 725        WD        Normal    320000   265720 12.49020  515.4804
## 726        WD        Normal    120500   139200 11.84367  373.0952
## 727        WD        Normal    222000   433900 12.98057  658.7109
## 728        WD        Normal    194500   146280 11.89328  382.4657
## 729       COD       Abnorml    110000  1032750 13.84774 1016.2431
## 730        WD        Normal    103000   187200 12.13993  432.6662
## 731        WD        Normal    236500   646680 13.37961  804.1642
## 732        WD        Normal    187500   767200 13.55050  875.8995
## 733        WD        Normal    222500   684240 13.43606  827.1880
## 734        WD        Normal    131400   200000 12.20607  447.2136
## 735        WD        Family    108000   179560 12.09826  423.7452
## 736        WD        Normal    163000   810000 13.60479  900.0000
## 737        WD        Normal     93500   768960 13.55279  876.9036
## 738        WD        Normal    239900   627780 13.34995  792.3257
## 739        WD        Alloca    179000   972000 13.78711  985.9006
## 740        WD        Normal    190000   558780 13.23351  747.5159
## 741        WD       Abnorml    132000   672000 13.41801  819.7561
## 742        WD        Normal    142000   135360 11.81569  367.9130
## 743        WD        Normal    179000   169000 12.03765  411.0961
## 744        WD        Normal    175000  1030880 13.84592 1015.3226
## 745        WD        Normal    180000   647400 13.38072  804.6117
## 746        WD        Normal    299800   537780 13.19520  733.3348
## 747        WD        Normal    236000   527700 13.17628  726.4296
## 748        WD        Normal    265979   819000 13.61584  904.9862
## 749        WD        Normal    260400   211860 12.26368  460.2825
## 750        WD        Normal     98000   420250 12.94861  648.2669
## 751        WD        Normal     96500   440000 12.99453  663.3250
## 752        WD        Normal    162000   465000 13.04979  681.9091
## 753        WD        Normal    217000   184720 12.12660  429.7906
## 754        WD        Normal    275500   614400 13.32840  783.8367
## 755        WD        Normal    156000   158600 11.97414  398.2462
## 756        WD        Normal    172500   516800 13.15541  718.8880
## 757        WD        Normal    212000   646140 13.37877  803.8283
## 758        WD       Abnorml    158900   696960 13.45448  834.8413
## 759        WD        Normal    179400   364800 12.80710  603.9868
## 760        WD        Normal    290000   735420 13.50820  857.5663
## 761        WD        Normal    127500   182000 12.11176  426.6146
## 762        WD        Normal    100000   207330 12.24207  455.3350
## 763       Con        Normal    215200   518400 13.15850  720.0000
## 764        WD        Normal    337000   565800 13.24600  752.1968
## 765        WD        Normal    270000  1145880 13.95168 1070.4578
## 766       New       Partial    264132   291740 12.58362  540.1296
## 767        WD        Normal    196500   625260 13.34592  790.7338
## 768        WD        Normal    160000   625400 13.34615  790.8224
## 769        WD        Normal    216837   182000 12.11176  426.6146
## 770        WD        Normal    538000  3210240 14.98186 1791.7143
## 771        WD        Normal    134900   616420 13.33168  785.1242
## 772       COD        Normal    102000   177540 12.08695  421.3550
## 773        WD       Abnorml    107000   625520 13.34634  790.8982
## 774       COD        Normal    114500   203000 12.22096  450.5552
## 775       New       Partial    395000   284520 12.55856  533.4042
## 776        WD        Normal    162000   540000 13.19932  734.8469
## 777       New       Partial    221500   224200 12.32029  473.4976
## 778        WD        Normal    142500   267000 12.49500  516.7204
## 779        WD        Normal    144000   756000 13.53580  869.4826
## 780        WD        Normal    135000   947700 13.76179  973.4988
## 781        WD        Normal    176000   157500 11.96718  396.8627
## 782        WD        Normal    175900   429180 12.96963  655.1183
## 783        WD        Normal    187100   325700 12.69373  570.7013
## 784        WD        Normal    165500   773585 13.55879  879.5368
## 785        WD        Normal    128000   472500 13.06579  687.3864
## 786        WD        Normal    161500   195800 12.18485  442.4929
## 787        WD        Normal    139000   540000 13.19932  734.8469
## 788        WD        Normal    233000   608520 13.31879  780.0769
## 789        WD        Normal    107900   120000 11.69525  346.4102
## 790        WD        Normal    187500   732300 13.50395  855.7453
## 791        WD        Normal    160200   381840 12.85276  617.9320
## 792        WD        Normal    146800   906640 13.71750  952.1765
## 793        WD        Normal    269790   595200 13.29665  771.4921
## 794       New       Partial    225000   183160 12.11812  427.9720
## 795        WD        Normal    194500   649920 13.38460  806.1762
## 796        WD        Normal    171000   504000 13.13033  709.9296
## 797        WD        Normal    143500   163940 12.00726  404.8950
## 798        WD       Abnorml    110000   153540 11.94172  391.8418
## 799       New       Partial    485000   811080 13.60612  900.5998
## 800        WD        Normal    175000   360000 12.79386  600.0000
## 801        WD        Normal    200000   767880 13.55139  876.2876
## 802        WD        Normal    109900   144000 11.87757  379.4733
## 803        WD        Normal    189000   491940 13.10611  701.3843
## 804       New       Partial    582933   833460 13.63334  912.9403
## 805        WD        Family    118000   180000 12.10071  424.2641
## 806       New       Partial    227680   245480 12.41097  495.4594
## 807        WD        Normal    135500   780000 13.56705  883.1761
## 808        WD        Normal    223500  1496880 14.21889 1223.4705
## 809        WD        Normal    159950  1072000 13.88504 1035.3743
## 810        WD        Normal    106000   607500 13.31711  779.4229
## 811        WD        Normal    181000   202800 12.21998  450.3332
## 812     ConLD        Normal    144500   532560 13.18545  729.7671
## 813        WD        Alloca     55993   174240 12.06819  417.4207
## 814       COD        Normal    157900   195000 12.18075  441.5880
## 815        WD        Normal    116000   412400 12.92975  642.1838
## 816        WD        Normal    224900   242740 12.39975  492.6865
## 817        WD        Normal    137000   228500 12.33929  478.0167
## 818        WD        Normal    271000   265300 12.48862  515.0728
## 819        WD        Normal    155000   705280 13.46635  839.8095
## 820       New       Partial    224000   764520 13.54700  874.3683
## 821        WD        Normal    183000   433560 12.97979  658.4527
## 822        WD        Normal     93000   120000 11.69525  346.4102
## 823        WD        Family    225000   743640 13.51931  862.3456
## 824        WD        Normal    139500   495000 13.11231  703.5624
## 825       New       Partial    232600   224320 12.32083  473.6243
## 826       New       Partial    385000   296060 12.59832  544.1140
## 827        WD        Normal    109500   275850 12.52761  525.2142
## 828        WD        Normal    189000   170580 12.04696  413.0133
## 829        WD       Abnorml    185000  1721880 14.35893 1312.2043
## 830        WD        Normal    147400   407040 12.91667  637.9969
## 831        WD        Normal    166000   238000 12.38003  487.8524
## 832        WD        Normal    151000   508800 13.13981  713.3022
## 833        WD        Normal    237000   572880 13.25843  756.8884
## 834        WD        Normal    167000   200080 12.20647  447.3030
## 835        WD        Normal    139950   157500 11.96718  396.8627
## 836        WD        Normal    128000   192000 12.16525  438.1780
## 837       COD        Normal    153500   243000 12.40082  492.9503
## 838        WD        Normal    100000   268800 12.50172  518.4593
## 839        WD        Normal    144000   190500 12.15741  436.4631
## 840        WD        Normal    130500   588350 13.28508  767.0398
## 841        WD        Normal    140000   850850 13.65399  922.4153
## 842        WD        Normal    157500   730800 13.50190  854.8684
## 843        WD        Normal    174900   721600 13.48923  849.4704
## 844        WD        Normal    141000   720000 13.48701  848.5281
## 845        WD        Normal    153900   633250 13.35862  795.7701
## 846        WD        Normal    171000  1414995 14.16264 1189.5356
## 847        WD        Normal    213000   559020 13.23394  747.6764
## 848        WD        Normal    133500   310460 12.64581  557.1894
## 849        WD        Normal    240000  2280000 14.63969 1509.9669
## 850        WD        Normal    187000   768000 13.55155  876.3561
## 851        WD        Normal    131500   532200 13.18477  729.5204
## 852        WD        Normal    215000   383520 12.85715  619.2899
## 853        WD        Normal    164000   534600 13.18927  731.1635
## 854        WD        Normal    158000   967600 13.78257  983.6666
## 855        WD       Abnorml    170000   358400 12.78940  598.6652
## 856        WD        Normal    127000   137940 11.83457  371.4027
## 857        WD        Normal    147000   877600 13.68495  936.8031
## 858        WD        Normal    174000   487500 13.09705  698.2120
## 859        WD        Family    152000   208000 12.24529  456.0702
## 860        WD        Normal    250000   661740 13.40263  813.4740
## 861        WD        Normal    189950   382100 12.85344  618.1424
## 862        WD        Normal    131500  2208750 14.60794 1486.1864
## 863        WD        Normal    152000   193440 12.17272  439.8181
## 864        WD        Normal    132500   158620 11.97427  398.2713
## 865       New       Partial    250580   172800 12.05989  415.6922
## 866        WD        Normal    148500   175000 12.07254  418.3300
## 867       New       Partial    248900   213120 12.26961  461.6492
## 868        WD        Normal    129000   139400 11.84510  373.3631
## 869        WD        Normal    169000   885720 13.69416  941.1270
## 870        WD        Normal    236000   596280 13.29847  772.1917
## 871        WD        Normal    109500   132000 11.79056  363.3180
## 872        WD        Normal    200500   525000 13.17115  724.5688
## 873        WD        Normal    116000   177840 12.08864  421.7108
## 874        WD        Normal    133000   485760 13.09347  696.9648
## 875        WD       Abnorml     66500   286000 12.56375  534.7897
## 876       New       Partial    303477   540000 13.19932  734.8469
## 877        WD        Normal    132250   505720 13.13374  711.1399
## 878        WD        Normal    350000   530040 13.18071  728.0385
## 879        WD        Normal    148000  1001470 13.81698 1000.7347
## 880        WD        Normal    136500   140000 11.84940  374.1657
## 881        WD        Normal    157000   140480 11.85282  374.8066
## 882        WD        Normal    187500   687900 13.44140  829.3974
## 883        WD        Normal    178000   578160 13.26761  760.3683
## 884        WD        Normal    118500   465300 13.05044  682.1290
## 885        WD        Normal    100000   143000 11.87060  378.1534
## 886       CWD       Abnorml    328900   614280 13.32821  783.7602
## 887        WD        Family    145000   755370 13.53496  869.1202
## 888        WD        Normal    135500   823300 13.62108  907.3588
## 889        WD        Normal    268000   317300 12.66760  563.2939
## 890        WD        Normal    149500   243200 12.40164  493.1531
## 891        WD        Normal    122900   403200 12.90719  634.9803
## 892        WD        Normal    172500   671040 13.41658  819.1703
## 893        WD        Normal    154500   168280 12.03338  410.2195
## 894        WD        Normal    165000   265680 12.49005  515.4416
## 895        WD        Alloca    118858   631620 13.35604  794.7452
## 896        WD        Normal    140000   423360 12.95598  650.6612
## 897        WD       Abnorml    106500   262950 12.47972  512.7865
## 898        WD        Alloca    142953   631620 13.35604  794.7452
## 899       New       Partial    611657   258380 12.46219  508.3109
## 900        WD        Normal    135000   139860 11.84840  373.9786
## 901        WD        Normal    110000   146800 11.89683  383.1449
## 902        WD        Normal    153000   174240 12.06819  417.4207
## 903        WD        Normal    180000   472500 13.06579  687.3864
## 904       New       Partial    240000   297180 12.60209  545.1422
## 905        WD        Normal    125500   123460 11.72367  351.3688
## 906        WD        Normal    128000   198400 12.19804  445.4211
## 907        WD        Normal    255000   270020 12.50625  519.6345
## 908        WD        Normal    250000   575000 13.26213  758.2875
## 909        WD        Normal    131000   177700 12.08785  421.5448
## 910        WD        Normal    174000   755340 13.53492  869.1030
## 911        WD        Normal    154300  1044000 13.85857 1021.7632
## 912        WD        Normal    143500   185720 12.13200  430.9524
## 913        WD       Abnorml     88000   183600 12.12051  428.4857
## 914        WD        Normal    145000   564300 13.24334  751.1990
## 915       New       Partial    173733   480000 13.08154  692.8203
## 916        WD        Normal     75000   320160 12.67658  565.8268
## 917        WD       Abnorml     35311   180000 12.10071  424.2641
## 918        WD        Normal    135000   342800 12.74490  585.4912
## 919        WD        Normal    238000   787500 13.57662  887.4120
## 920        WD        Normal    176500   220580 12.30402  469.6595
## 921        WD        Normal    201000   507720 13.13769  712.5447
## 922        WD        Normal    145900   789930 13.57970  888.7801
## 923       New       Partial    169990   204740 12.22950  452.4820
## 924        WD        Normal    193000   961440 13.77619  980.5305
## 925        WD        Normal    207500   204800 12.22979  452.5483
## 926        WD       Abnorml    175000   312220 12.65146  558.7665
## 927        WD        Normal    285000   719940 13.48692  848.4928
## 928        WD        Normal    176000   594000 13.29463  770.7140
## 929        WD        Normal    236500   236760 12.37480  486.5799
## 930        WD        Normal    222000   780360 13.56751  883.3799
## 931        WD        Normal    201000   178500 12.09234  422.4926
## 932        WD        Normal    117500   182000 12.11176  426.6146
## 933        WD        Normal    320000   233400 12.36051  483.1149
## 934        WD        Normal    190000   169740 12.04202  411.9951
## 935        WD        Normal    242000   553000 13.22311  743.6397
## 936        WD        Normal     79900   174750 12.07111  418.0311
## 937        WD        Normal    184900   201660 12.21434  449.0657
## 938        WD        Normal    253000   580500 13.27165  761.9055
## 939       New       Partial    239799   525600 13.17230  724.9828
## 940       COD        Normal    244400  1686300 14.33805 1298.5761
## 941        WD        Normal    150900  1137600 13.94443 1066.5833
## 942        WD        Normal    214000   525300 13.17172  724.7758
## 943       Oth       Abnorml    150000   693990 13.45021  833.0606
## 944        WD        Normal    143000  2250000 14.62644 1500.0000
## 945       COD       Abnorml    137500   287500 12.56898  536.1903
## 946        WD        Normal    124900   441000 12.99680  664.0783
## 947        WD        Normal    143000   653040 13.38939  808.1089
## 948        WD        Normal    270000   290720 12.58012  539.1846
## 949        WD        Normal    192500   840360 13.64159  916.7115
## 950        WD        Normal    197500   187200 12.13993  432.6662
## 951        WD        Normal    129000   144000 11.87757  379.4733
## 952        WD       Abnorml    119900   156000 11.95761  394.9684
## 953        WD        Normal    133900   612000 13.32449  782.3043
## 954        WD        Normal    172000   664500 13.40679  815.1687
## 955        WD       AdjLand    127500   846000 13.64827  919.7826
## 956        WD        Normal    145000   642240 13.37272  801.3988
## 957        WD        Normal    124000   208000 12.24529  456.0702
## 958        WD        Normal    132000   148400 11.90767  385.2272
## 959        WD        Normal    185000   169000 12.03765  411.0961
## 960        WD        Normal    155000   411520 12.92761  641.4982
## 961        WD        Normal    116500   144140 11.87854  379.6577
## 962        WD        Normal    272000   733620 13.50575  856.5162
## 963        WD        Normal    155000   369280 12.81931  607.6841
## 964        WD        Normal    239000   238460 12.38196  488.3237
## 965        WD        Normal    214900   678960 13.42832  823.9903
## 966       New       Partial    178900   614220 13.32811  783.7219
## 967        WD        Normal    160000   480000 13.08154  692.8203
## 968        WD        Normal    135000   147800 11.90362  384.4477
## 969        WD       Abnorml     37900   296250 12.59896  544.2885
## 970     ConLD        Normal    140000  1972580 14.49485 1404.4857
## 971        WD       Abnorml    135000   540000 13.19932  734.8469
## 972        WD        Normal    173000   362880 12.80183  602.3952
## 973        WD        Normal     99500   947040 13.76110  973.1598
## 974       New       Partial    182000   232780 12.35785  482.4728
## 975        WD        Normal    167500   798980 13.59109  893.8568
## 976        WD        Normal    165000   424160 12.95787  651.2757
## 977        WD        Normal     85500   177000 12.08391  420.7137
## 978       New       Partial    199900   512880 13.14780  716.1564
## 979        WD       Abnorml    110000   189000 12.14950  434.7413
## 980        WD        Normal    139000   176320 12.08006  419.9048
## 981        WD        Normal    178400  1030370 13.84543 1015.0714
## 982        WD        Normal    336000   732180 13.50378  855.6752
## 983        WD        Normal    159895    63640 11.06100  252.2697
## 984        WD        Normal    255900   675000 13.42247  821.5838
## 985       COD        Normal    126000   911250 13.72257  954.5942
## 986     ConLD        Normal    125000  2067200 14.54171 1437.7761
## 987        WD        Normal    117000   265500 12.48937  515.2669
## 988       New       Partial    395192   203180 12.22185  450.7549
## 989        WD        Normal    195000   722760 13.49083  850.1529
## 990       New       Partial    197000   487500 13.09705  698.2120
## 991        WD        Normal    348000   567120 13.24833  753.0737
## 992        WD        Normal    168000  1236970 14.02818 1112.1915
## 993        WD        Normal    187000   585600 13.28039  765.2451
## 994       New       Partial    173900   530760 13.18207  728.5328
## 995        WD        Normal    337500   249120 12.42569  499.1192
## 996        WD       Abnorml    121600   235600 12.36989  485.3864
## 997       COD        Normal    136500   213180 12.26989  461.7142
## 998        WD        Normal    185000   234340 12.36453  484.0868
## 999        WD        Normal     91000   293580 12.58991  541.8302
## 1000       WD        Normal    206000   135240 11.81481  367.7499
## 1001       WD        Normal     82000   204120 12.22646  451.7964
## 1002       WD       Abnorml     86000   162000 11.99535  402.4922
## 1003       WD        Normal    232000   239140 12.38480  489.0194
## 1004       WD        Normal    136905  1035000 13.84991 1017.3495
## 1005       WD        Normal    181000   381840 12.85276  617.9320
## 1006       WD        Normal    149900   670800 13.41623  819.0238
## 1007       WD        Normal    163500   243100 12.40123  493.0517
## 1008       WD        Normal     88000   354720 12.77908  595.5837
## 1009       WD        Normal    240000   242360 12.39818  492.3007
## 1010       WD        Normal    102000   300000 12.61154  547.7226
## 1011       WD        Normal    135000  1064300 13.87783 1031.6492
## 1012       WD        Normal    100000   884250 13.69250  940.3457
## 1013       WD        Normal    165000   741440 13.51635  861.0691
## 1014       WD        Normal     85000   216000 12.28303  464.7580
## 1015       WD        Normal    119200   233280 12.35999  482.9907
## 1016       WD        Normal    227000   504000 13.13033  709.9296
## 1017       WD        Normal    203000   237660 12.37860  487.5038
## 1018      COD       Abnorml    187500   697680 13.45552  835.2724
## 1019       WD        Normal    160000   862720 13.66785  928.8272
## 1020       WD        Normal    213490   361560 12.79818  601.2986
## 1021       WD        Normal    176000   140480 11.85282  374.8066
## 1022      New       Partial    194000   148120 11.90578  384.8636
## 1023       WD        Normal     87000   471950 13.06463  686.9862
## 1024       WD        Normal    191000   381840 12.85276  617.9320
## 1025      COD       Abnorml    287000   309960 12.64420  556.7405
## 1026       WD        Normal    112500   154000 11.94471  392.4283
## 1027       WD        Normal    167500   186000 12.13350  431.2772
## 1028      New       Partial    293077   190400 12.15688  436.3485
## 1029       WD        Normal    105000   474600 13.07023  688.9122
## 1030       WD        Normal    118000   268800 12.50172  518.4593
## 1031       WD        Normal    160000  1345580 14.11234 1159.9914
## 1032       WD        Normal    197000  1189725 13.98923 1090.7452
## 1033       WD       Abnorml    310000   872460 13.67907  934.0557
## 1034       WD        Normal    230000   162500 11.99843  403.1129
## 1035       WD        Normal    119750   189150 12.15030  434.9138
## 1036       WD        Normal     84000   230000 12.34583  479.5832
## 1037       WD        Normal    315500   257960 12.46056  507.8976
## 1038       WD        Normal    287000   554400 13.22564  744.5804
## 1039       WD        Normal     97000   245280 12.41016  495.2575
## 1040       WD        Normal     80000   265860 12.49073  515.6161
## 1041       WD        Normal    155000   262500 12.47801  512.3475
## 1042       WD        Normal    173000   547800 13.21367  740.1351
## 1043       WD        Normal    196000   645720 13.37812  803.5670
## 1044       WD        Normal    262280   710340 13.47350  842.8167
## 1045       WD        Normal    278000   192000 12.16525  438.1780
## 1046       WD        Normal    139600   273600 12.51942  523.0679
## 1047      New       Partial    556581   963360 13.77818  981.5090
## 1048       WD        Normal    145000   184900 12.12757  430.0000
## 1049       WD        Normal    115000   435000 12.98310  659.5453
## 1050       WD       Abnorml     84900   222000 12.31043  471.1688
## 1051      New       Partial    176485   179860 12.09993  424.0990
## 1052      New       Partial    200141   223500 12.31717  472.7579
## 1053       WD        Normal    165000   570000 13.25339  754.9834
## 1054       WD        Normal    144500   171240 12.05082  413.8116
## 1055       WD        Normal    255000   682020 13.43281  825.8450
## 1056      COD       Abnorml    180000   227220 12.33367  476.6760
## 1057       WD        Normal    185850   846240 13.64856  919.9130
## 1058       WD        Normal    248000  1797540 14.40193 1340.7237
## 1059       WD        Normal    335000   678480 13.42761  823.6990
## 1060       WD        Normal    220000   563750 13.24237  750.8329
## 1061       WD        Normal    213500   590400 13.28856  768.3749
## 1062    ConLD        Normal     81000   540000 13.19932  734.8469
## 1063       WD        Normal     90000  2584000 14.76485 1607.4825
## 1064       WD        Normal    110500   180000 12.10071  424.2641
## 1065       WD        Normal    154000   220000 12.30138  469.0416
## 1066       WD        Normal    328000   840000 13.64116  916.5151
## 1067       WD        Normal    178000   470220 13.06096  685.7259
## 1068       WD        Normal    167900   585600 13.28039  765.2451
## 1069       WD        Normal    151400   634240 13.36018  796.3919
## 1070       WD        Normal    135000   432000 12.97618  657.2671
## 1071       WD        Normal    135000   203040 12.22116  450.5996
## 1072       WD        Normal    154000   702000 13.46169  837.8544
## 1073       WD        Normal     91500   379250 12.84595  615.8328
## 1074       WD        Normal    159500   477000 13.07527  690.6519
## 1075       WD        Normal    194000   171120 12.05012  413.6665
## 1076      CWD        Normal    219500   918750 13.73077  958.5145
## 1077       WD        Normal    170000   540000 13.19932  734.8469
## 1078       WD       Abnorml    138800   317400 12.66792  563.3826
## 1079       WD        Normal    155900   532200 13.18477  729.5204
## 1080       WD        Normal    126000   175500 12.07539  418.9272
## 1081      COD       Abnorml    145000   220800 12.30501  469.8936
## 1082       WD        Normal    133000   150000 11.91839  387.2983
## 1083       WD        Normal    192000   174980 12.07243  418.3061
## 1084       WD        Normal    160000   176000 12.07824  419.5235
## 1085       WD        Normal    187500   781860 13.56943  884.2285
## 1086       WD        Normal    147000   770865 13.55527  877.9892
## 1087       WD        Normal     83500   315840 12.66299  561.9964
## 1088       WD        Normal    252000   634440 13.36050  796.5174
## 1089       WD        Normal    137500   403520 12.90798  635.2322
## 1090       WD        Normal    197000   397920 12.89401  630.8090
## 1091       WD        Normal     92900   768960 13.55279  876.9036
## 1092       WD        Normal    160000   345600 12.75304  587.8775
## 1093       WD        Normal    136500   420000 12.94801  648.0741
## 1094       WD        Normal    146000   184600 12.12595  429.6510
## 1095       WD        Normal    129000   117360 11.67300  342.5785
## 1096       WD        Normal    176432   186340 12.13533  431.6712
## 1097       WD        Normal    127000   481740 13.08516  694.0749
## 1098       WD        Normal    170000   443520 13.00250  665.9730
## 1099       WD        Normal    128000   300000 12.61154  547.7226
## 1100      COD       Abnorml    157000   237600 12.37834  487.4423
## 1101       WD        Normal     60000   252000 12.43718  501.9960
## 1102       WD        Normal    119500   195160 12.18158  441.7692
## 1103       WD        Family    135000   140000 11.84940  374.1657
## 1104       WD        Normal    159500   178200 12.09066  422.1374
## 1105       WD        Normal    106000   322560 12.68404  567.9437
## 1106       WD        Normal    325000   735360 13.50812  857.5313
## 1107       WD        Normal    179900   207140 12.24115  455.1264
## 1108      New       Partial    274725  1395420 14.14871 1181.2790
## 1109       WD       Abnorml    181000   483780 13.08939  695.5430
## 1110       WD        Normal    280000   227240 12.33376  476.6970
## 1111       WD        Normal    188000   480000 13.08154  692.8203
## 1112       WD        Normal    205000   628800 13.35157  792.9691
## 1113       WD        Normal    129900   142000 11.86358  376.8289
## 1114       WD        Normal    134500   178460 12.09212  422.4453
## 1115       WD        Normal    117000   108000 11.58989  328.6335
## 1116      New       Partial    318000   241700 12.39545  491.6299
## 1117       WD        Normal    184100   620000 13.33747  787.4008
## 1118       WD        Normal    130000   195280 12.18219  441.9050
## 1119       WD        Normal    140000  1106000 13.91626 1051.6653
## 1120       WD        Normal    133700   151200 11.92636  388.8444
## 1121       WD        Normal    118400   247890 12.42074  497.8855
## 1122      New       Partial    212900   201680 12.21444  449.0880
## 1123      COD       Abnorml    112000   178520 12.09246  422.5163
## 1124       WD        Normal    118000   188100 12.14473  433.7050
## 1125       WD        Normal    163900   730000 13.50080  854.4004
## 1126       WD        Normal    115000   208680 12.24856  456.8151
## 1127       WD        Normal    174000   442080 12.99925  664.8910
## 1128       WD        Family    259000   291440 12.58259  539.8518
## 1129       WD        Normal    215000   707760 13.46986  841.2847
## 1130       WD        Normal    140000   648000 13.38165  804.9845
## 1131       WD        Normal    135000   390200 12.87441  624.6599
## 1132      Oth       Abnorml     93500   214240 12.27485  462.8607
## 1133       WD        Normal    117500   693000 13.44879  832.4662
## 1134       WD        Normal    239500   589680 13.28734  767.9062
## 1135       WD        Normal    169000   526380 13.17378  725.5205
## 1136       WD        Normal    102000   185400 12.13027  430.5810
## 1137       WD       Abnorml    119000   480000 13.08154  692.8203
## 1138       WD        Normal     94000   317100 12.66697  563.1163
## 1139       WD        Normal    196000   196380 12.18781  443.1478
## 1140       WD        Normal    144000   261930 12.47583  511.7910
## 1141      COD       Abnorml    139000   147000 11.89819  383.4058
## 1142       WD        Normal    197500   618240 13.33463  786.2824
## 1143      New       Partial    424870   597900 13.30118  773.2399
## 1144       WD        Normal     80000   180000 12.10071  424.2641
## 1145       WD        Normal     80000  2314200 14.65457 1521.2495
## 1146       WD        Family    149000   312000 12.65076  558.5696
## 1147       WD        Normal    180000   224000 12.31940  473.2864
## 1148       WD        Normal    174500   840000 13.64116  916.5151
## 1149       WD        Normal    116900   285000 12.56024  533.8539
## 1150       WD        Normal    143000   630000 13.35348  793.7254
## 1151       WD        Normal    124000   165600 12.01733  406.9398
## 1152       WD        Normal    149900   355100 12.78015  595.9027
## 1153       WD       Abnorml    230000   282300 12.55073  531.3191
## 1154       WD        Normal    120500   176700 12.08221  420.3570
## 1155       WD        Normal    201800   822000 13.61950  906.6422
## 1156       WD        Normal    218000   215360 12.28007  464.0690
## 1157       WD        Normal    179900   748000 13.52516  864.8699
## 1158       WD        Normal    230000   600120 13.30488  774.6741
## 1159    ConLD       Partial    235128   238640 12.38271  488.5079
## 1160       WD        Normal    185000   547200 13.21257  739.7297
## 1161       WD        Normal    146000   364800 12.80710  603.9868
## 1162       WD        Normal    224000   295560 12.59663  543.6543
## 1163       WD        Normal    129000   174480 12.06957  417.7080
## 1164       WD        Alloca    108959  1161000 13.96479 1077.4971
## 1165       WD        Normal    194000  1292560 14.07214 1136.9081
## 1166      New       Partial    233170   190820 12.15909  436.8295
## 1167       WD        Normal    245350   209500 12.25248  457.7117
## 1168       WD        Normal    173000   651120 13.38645  806.9201
## 1169       WD        Normal    235000   960960 13.77569  980.2857
## 1170       WD        Normal    625000  2145600 14.57893 1464.7867
## 1171       WD        Normal    171000   790400 13.58029  889.0444
## 1172       WD        Normal    163000   182400 12.11396  427.0831
## 1173       WD        Normal    171900   642720 13.37346  801.6982
## 1174       WD        Normal    200500   901500 13.71182  949.4735
## 1175       WD        Normal    239000  1159200 13.96324 1076.6615
## 1176       WD        Normal    285000   533900 13.18796  730.6846
## 1177       WD        Normal    119500   139020 11.84237  372.8539
## 1178       WD        Normal    115000   197500 12.19349  444.4097
## 1179       WD        Normal    154900   384050 12.85853  619.7177
## 1180       WD        Normal     93000   166700 12.02395  408.2891
## 1181       WD        Normal    250000   670200 13.41533  818.6574
## 1182      New       Partial    392500   670440 13.41569  818.8040
## 1183       WD       Abnorml    745000   937380 13.75084  968.1839
## 1184       WD        Normal    120000   324000 12.68850  569.2100
## 1185       WD        Normal    186700   702660 13.46263  838.2482
## 1186       WD        Normal    104900   486900 13.09581  697.7822
## 1187       WD       Abnorml     95000  2016850 14.51705 1420.1584
## 1188       WD        Normal    262000   249220 12.42609  499.2194
## 1189       WD        Normal    195000   536100 13.19208  732.1885
## 1190       WD        Normal    189000   450000 13.01700  670.8204
##  [ reached 'max' / getOption("max.print") -- omitted 270 rows ]

NHIỆM VỤ 2

Trần Nhật Linh

“13:21:48, 20 - 01 - 2024”

NHIỆM VỤ 2.1

Đọc dữ liệu từ file csv

Đọc dữ liệu từ file Excel

Sử dụng dữ liệu có sẵn trong R

Load package và load datasets

Datasets

Ggplot2

Bộ dữ liệu trees

Thông tin tổng quan

Một số thông tin mở rộng của bộ dữ liệu

Kiểm tra tính hoàn chỉnh của dữ liệu

Xử lý dữ liệu bị thiếu

Rút trích dữ liệu

Rút trích dữ liệu - Sử dụng package tidyverse

Tạo dữ liệu mới từ dữ liệu có sẵn

Mã hóa dữ liệu

Lập bảng tần số

Lập bảng tần số cho 1 biến

Lập bảng tần số cho 2 biến

NHIỆM VỤ 2.2

Mô tả về bộ dữ liệu

Rút trích các dữ liệu

Tạo dữ liệu mới từ dữ liệu có sẵn