Data 621 Homework 4

OVERVIEW

In this homework assignment, we will explore, analyze and model a data set representing a customer at an auto insurance company. Each record has two response variables.

The first response variable, TARGET_FLAG, is a 1 or a 0. A “1” means that the person was in a car crash. A “0” means that the person was not in a car crash.

The second response variable is TARGET_AMT. This value is “0” if the person did not crash their car. But if they did crash their car, this number will be a value greater than zero.

Our objective is to build multiple linear regression and binary logistic regression models on the training data to predict the probability that a person will crash their car and also the amount of money it will cost if the person does crash their car.

1. DATA EXPLORATION

Table1.Insurance_training_data

INDEX	TARGET_FLAG	TARGET_AMT	KIDSDRIV	AGE	HOMEKIDS	YOJ	INCOME	PARENT1	HOME_VAL	MSTATUS	SEX	EDUCATION	JOB	TRAVTIME	CAR_USE	BLUEBOOK	TIF	CAR_TYPE	RED_CAR	OLDCLAIM	CLM_FREQ	REVOKED	MVR_PTS	CAR_AGE	URBANICITY
1	0	0.00000	0	60	0	11	$67,349	No	$0	z_No	M	PhD	Professional	14	Private	$14,230	11	Minivan	yes	$4,461	2	No	3	18	Highly Urban/ Urban
2	0	0.00000	0	43	0	11	$91,449	No	$257,252	z_No	M	z_High School	z_Blue Collar	22	Commercial	$14,940	1	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
4	0	0.00000	0	35	1	10	$16,039	No	$124,191	Yes	z_F	z_High School	Clerical	5	Private	$4,010	4	z_SUV	no	$38,690	2	No	3	10	Highly Urban/ Urban
5	0	0.00000	0	51	0	14		No	$306,251	Yes	M	<High School	z_Blue Collar	32	Private	$15,440	7	Minivan	yes	$0	0	No	0	6	Highly Urban/ Urban
6	0	0.00000	0	50	0	NA	$114,986	No	$243,925	Yes	z_F	PhD	Doctor	36	Private	$18,000	1	z_SUV	no	$19,217	2	Yes	3	17	Highly Urban/ Urban
7	1	2946.00000	0	34	1	12	$125,301	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	46	Commercial	$17,430	1	Sports Car	no	$0	0	No	0	7	Highly Urban/ Urban
8	0	0.00000	0	54	0	NA	$18,755	No		Yes	z_F	<High School	z_Blue Collar	33	Private	$8,780	1	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
11	1	4021.00000	1	37	2	NA	$107,961	No	$333,680	Yes	M	Bachelors	z_Blue Collar	44	Commercial	$16,970	1	Van	yes	$2,374	1	Yes	10	7	Highly Urban/ Urban
12	1	2501.00000	0	34	0	10	$62,978	No	$0	z_No	z_F	Bachelors	Clerical	34	Private	$11,200	1	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
13	0	0.00000	0	50	0	7	$106,952	No	$0	z_No	M	Bachelors	Professional	48	Commercial	$18,510	7	Van	no	$0	0	No	1	17	z_Highly Rural/ Rural
14	1	6077.00000	0	53	0	14	$77,100	No	$0	z_No	z_F	Masters	Lawyer	15	Private	$18,300	1	Sports Car	no	$0	0	No	0	11	Highly Urban/ Urban
15	0	0.00000	0	43	0	5	$52,642	No	$209,970	Yes	z_F	Masters	Professional	36	Private	$22,420	7	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
16	0	0.00000	0	55	0	11	$59,162	No	$180,232	Yes	M	Bachelors	Manager	25	Commercial	$17,600	7	Van	yes	$5,028	2	Yes	3	9	Highly Urban/ Urban
17	1	1267.00000	0	53	0	11	$130,795	No	$0	z_No	M	PhD		64	Commercial	$28,340	6	Panel Truck	yes	$0	0	No	3	10	Highly Urban/ Urban
19	1	2920.16732	0	45	0	0	$0	No	$106,859	Yes	z_F	<High School	Home Maker	48	Private	$6,000	1	z_SUV	no	$0	0	No	3	5	Highly Urban/ Urban
20	0	0.00000	0	39	3	12	$51,884	Yes	$180,951	z_No	z_F	Bachelors	Clerical	43	Private	$10,590	6	z_SUV	no	$0	0	No	0	13	z_Highly Rural/ Rural
22	0	0.00000	0	42	0	11	$59,945	No	$192,207	Yes	M	Masters	Lawyer	42	Private	$14,190	6	Minivan	no	$0	0	No	0	16	Highly Urban/ Urban
23	0	0.00000	0	34	3	13	$34,019	No	$91,875	Yes	z_F	Masters	Lawyer	27	Private	$8,300	7	z_SUV	no	$0	0	No	0	20	Highly Urban/ Urban
24	0	0.00000	0	31	2	12	$18,903	No	$93,797	Yes	z_F	<High School	Clerical	48	Private	$17,330	4	Minivan	no	$0	0	No	0	7	Highly Urban/ Urban
25	1	6857.00000	0	28	1	13	$44,077	No	$170,598	Yes	z_F	z_High School	z_Blue Collar	29	Commercial	$8,710	6	z_SUV	no	$8,935	2	No	0	1	Highly Urban/ Urban
26	1	3627.00000	0	43	0	13	$37,214	No		Yes	M	<High School	z_Blue Collar	52	Commercial	$26,560	1	Panel Truck	yes	$0	0	No	3	1	Highly Urban/ Urban
27	0	0.00000	0	48	0	14	$96,274	No	$282,904	Yes	z_F	Masters	Lawyer	36	Private	$11,130	6	z_SUV	no	$8,250	1	No	5	14	Highly Urban/ Urban
28	0	0.00000	0	47	0	11	$46,281	No	$0	z_No	z_F	<High School	z_Blue Collar	29	Private	$19,700	10	Minivan	no	$0	0	No	1	5	Highly Urban/ Urban
29	0	0.00000	2	44	2	0	$0	No	$82,344	Yes	z_F	z_High School	Home Maker	8	Private	$5,900	6	z_SUV	no	$3,338	3	No	0	11	Highly Urban/ Urban
32	0	0.00000	0	33	1	13	$79,606	No	$225,962	Yes	z_F	Bachelors	Professional	27	Private	$16,830	9	z_SUV	no	$0	0	No	2	15	z_Highly Rural/ Rural
33	1	4486.00000	0	32	1	9	$31,275	No	$118,160	Yes	z_F	z_High School	Clerical	26	Private	$10,030	1	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
34	0	0.00000	1	44	2	17	$45,488	No	$219,378	Yes	M	Bachelors	Manager	16	Private	$22,090	17	Minivan	no	$0	0	No	0	12	Highly Urban/ Urban
35	0	0.00000	0	35	0	8	$72,193	No	$0	z_No	z_F	Bachelors	Clerical	26	Private	$12,220	6	z_SUV	no	$0	0	No	3	12	Highly Urban/ Urban
36	0	0.00000	0	40	2	0		No	$98,777	Yes	z_F	Masters	Home Maker	15	Private	$14,130	6	z_SUV	no	$38,127	2	Yes	4	12	z_Highly Rural/ Rural
38	0	0.00000	0	49	0	5	$49,244	No	$163,444	Yes	M	Bachelors	Clerical	30	Private	$15,880	1	Minivan	no	$0	0	No	1	1	Highly Urban/ Urban
40	0	0.00000	0	52	0	8	$51,278	No	$230,340	Yes	z_F	Bachelors	Professional	37	Private	$1,500	4	z_SUV	no	$0	0	No	1	10	Highly Urban/ Urban
41	0	0.00000	0	41	0	7	$92,842	No	$286,113	z_No	M	Masters		12	Commercial	$25,810	6	Panel Truck	no	$1,431	2	No	5	15	Highly Urban/ Urban
42	0	0.00000	0	39	0	10	$35,081	No	$202,839	Yes	M	Bachelors	z_Blue Collar	38	Commercial	$16,640	4	Van	yes	$0	0	No	0	13	Highly Urban/ Urban
43	0	0.00000	0	56	0	0	$0	No	$63,827	Yes	z_F	PhD	Home Maker	65	Private	$13,220	1	Minivan	no	$0	0	No	0	12	z_Highly Rural/ Rural
44	0	0.00000	0	49	0	12	$115,044	No	$311,980	z_No	z_F	PhD	Doctor	18	Private	$17,900	1	Minivan	no	$0	0	No	0	14	Highly Urban/ Urban
45	0	0.00000	0	38	0	11	$37,754	No	$138,823	Yes	z_F	z_High School	Clerical	47	Private	$12,080	1	z_SUV	no	$0	0	No	2	9	z_Highly Rural/ Rural
46	0	0.00000	0	43	2	17	$145,353	No	$418,785	Yes	z_F	Masters		38	Commercial	$29,450	6	Van	no	$0	0	No	0	15	Highly Urban/ Urban
48	0	0.00000	0	63	0	15	$121,398	No	$343,410	Yes	z_F	PhD	Doctor	10	Private	$16,270	1	z_SUV	no	$0	0	No	0	11	Highly Urban/ Urban
49	0	0.00000	0	52	0	0	$0	No	$87,925	z_No	z_F	z_High School	Student	48	Commercial	$9,280	1	z_SUV	no	$0	0	No	1	6	z_Highly Rural/ Rural
50	0	0.00000	0	35	0	7	$14,508	No	$0	Yes	M	Bachelors	Student	22	Commercial	$6,450	1	Pickup	no	$0	0	No	0	7	Highly Urban/ Urban
51	0	0.00000	0	43	0	13	$75,338	No	$270,555	Yes	z_F	Bachelors	Manager	40	Private	$23,080	1	Sports Car	no	$0	0	No	0	8	Highly Urban/ Urban
52	0	0.00000	0	41	0	10	$32,774	No	$0	z_No	z_F	z_High School	Clerical	44	Private	$20,120	4	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
53	0	0.00000	0	40	0	11	$57,474	No	$186,418	Yes	M	Bachelors	Clerical	5	Commercial	$29,270	4	Panel Truck	yes	$0	0	No	1	5	Highly Urban/ Urban
54	0	0.00000	0	31	1	12	$26,520	No	$154,493	Yes	M	Bachelors	Student	62	Commercial	$4,600	6	Minivan	yes	$0	0	No	2	5	Highly Urban/ Urban
55	0	0.00000	0	47	0	8	$18,444	No	$0	Yes	z_F	z_High School	Student	35	Commercial	$19,450	6	z_SUV	no	$2,981	2	No	5	NA	Highly Urban/ Urban
56	0	0.00000	0	53	0	NA	$107,259	No	$343,700	Yes	M	Masters	Professional	36	Private	$29,230	10	Minivan	yes	$0	0	No	0	15	Highly Urban/ Urban
57	0	0.00000	0	39	3	7	$34,046	No	$183,383	Yes	z_F	z_High School	Clerical	33	Private	$4,040	6	z_SUV	no	$0	0	No	0	5	z_Highly Rural/ Rural
58	0	0.00000	0	33	3	14	$32,364	No	$152,894	Yes	M	<High School	Clerical	40	Private	$12,270	18	Minivan	yes	$0	0	No	3	1	Highly Urban/ Urban
59	0	0.00000	0	59	0	5	$106,775	No		z_No	M	Masters	Lawyer	10	Private	$31,930	1	Minivan	yes	$0	0	No	0	NA	Highly Urban/ Urban
61	1	6100.00000	0	40	0	11	$16,989	No	$0	z_No	M	<High School	z_Blue Collar	20	Commercial	$12,230	4	Pickup	yes	$26,104	1	Yes	13	6	Highly Urban/ Urban
65	1	8840.68357	0	44	2	15	$16,352	No	$134,164	Yes	z_F	z_High School	Home Maker	37	Private	$10,520	1	z_SUV	no	$7,838	1	No	1	1	Highly Urban/ Urban
66	0	0.00000	0	56	0	16	$44,760	No	$164,852	Yes	M	Bachelors	Manager	30	Private	$21,770	13	Minivan	yes	$0	0	No	0	6	Highly Urban/ Urban
67	1	2117.00000	1	45	1	14	$63,952	No	$196,368	Yes	z_F	Masters	Lawyer	50	Private	$32,340	6	Van	no	$27,877	2	Yes	0	13	Highly Urban/ Urban
69	0	0.00000	0	48	0	NA		No	$252,896	Yes	M	Bachelors	Professional	14	Commercial	$28,560	13	Panel Truck	yes	$1,554	5	No	1	10	Highly Urban/ Urban
70	1	3532.00000	1	44	2	NA	$24,060	Yes	$0	z_No	M	Bachelors	Clerical	24	Private	$14,220	4	Minivan	no	$0	0	No	0	10	Highly Urban/ Urban
71	1	866.00000	0	33	4	12	$20,822	No	$76,022	Yes	z_F	z_High School	Home Maker	46	Private	$6,880	13	z_SUV	no	$7,896	3	No	0	1	Highly Urban/ Urban
72	0	0.00000	0	32	3	14	$54,968	No	$146,784	Yes	z_F	z_High School	Professional	20	Private	$10,040	4	z_SUV	no	$0	0	Yes	0	8	Highly Urban/ Urban
73	1	7786.00000	0	34	0	8	$14,194	No	$87,034	z_No	z_F	<High School	Clerical	13	Private	$2,920	4	Sports Car	no	$24,767	3	Yes	2	10	Highly Urban/ Urban
74	0	0.00000	1	38	4	12	$2,149	No	$72,889	Yes	z_F	<High School	Home Maker	35	Private	$22,690	10	Pickup	no	$0	0	No	2	1	Highly Urban/ Urban
77	1	4148.00000	2	43	3	11	$137,103	Yes	$0	z_No	z_F	Masters	Manager	29	Private	$19,510	1	Sports Car	no	$8,890	3	No	0	15	Highly Urban/ Urban
78	0	0.00000	0	49	0	9		No	$0	z_No	M	PhD		31	Commercial	$33,710	3	Panel Truck	no	$34,351	2	Yes	2	18	Highly Urban/ Urban
79	0	0.00000	0	46	0	10	$79,538	No	$0	z_No	z_F	Bachelors	Manager	13	Private	$14,050	3	Minivan	no	$0	0	Yes	2	11	Highly Urban/ Urban
80	0	0.00000	0	45	1	11	$185,836	No	$509,115	Yes	z_F	PhD	Lawyer	28	Private	$10,250	1	z_SUV	no	$4,307	3	No	6	20	Highly Urban/ Urban
81	0	0.00000	0	46	0	14		No	$397,661	z_No	M	Masters		22	Commercial	$33,320	4	Panel Truck	yes	$0	0	Yes	1	12	Highly Urban/ Urban
82	0	0.00000	0	45	0	11	$61,931	No	$213,530	Yes	M	Masters		30	Commercial	$10,910	13	Pickup	yes	$25,106	2	No	0	NA	Highly Urban/ Urban
84	0	0.00000	0	63	0	9	$74,426	No	$0	z_No	z_F	PhD	Doctor	11	Private	$27,600	1	z_SUV	no	$0	0	No	0	18	Highly Urban/ Urban
85	0	0.00000	0	44	0	9	$74,722	No	$231,034	Yes	z_F	Bachelors	Professional	9	Private	$23,640	6	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
86	1	2371.00000	1	45	2	11	$102,393	Yes	$0	z_No	M	Bachelors	Professional	25	Private	$1,500	1	Minivan	yes	$0	0	No	2	11	Highly Urban/ Urban
88	0	0.00000	0	48	0	0	$0	No	$98,920	Yes	z_F	z_High School	Home Maker	50	Private	$8,660	3	Sports Car	no	$8,363	2	No	3	NA	Highly Urban/ Urban
89	1	4804.00000	1	37	2	12		No	$205,211	Yes	z_F	Bachelors	z_Blue Collar	43	Commercial	$5,200	1	z_SUV	no	$2,718	1	No	1	3	Highly Urban/ Urban
90	0	0.00000	0	35	0	NA	$29,371	No	$0	z_No	z_F	<High School	Clerical	49	Private	$4,860	10	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
91	1	1354.00000	0	48	0	12	$31,773	No	$165,090	Yes	M	z_High School	Clerical	14	Commercial	$9,640	13	Pickup	no	$1,212	1	No	4	1	Highly Urban/ Urban
93	0	0.00000	0	49	0	0	$0	No	$159,389	Yes	z_F	Masters	Professional	42	Private	$6,400	10	z_SUV	no	$9,115	1	No	6	14	Highly Urban/ Urban
94	0	0.00000	0	44	2	15	$139,330	Yes	$316,900	z_No	z_F	z_High School	z_Blue Collar	35	Commercial	$22,050	10	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
95	0	0.00000	0	50	0	13	$163,296	No	$447,616	z_No	z_F	PhD	Lawyer	42	Private	$22,830	1	Minivan	no	$0	0	No	0	14	z_Highly Rural/ Rural
96	0	0.00000	0	30	1	10	$17,455	Yes	$140,978	z_No	z_F	<High School	z_Blue Collar	50	Private	$12,380	13	Minivan	no	$0	0	No	0	6	z_Highly Rural/ Rural
97	0	0.00000	0	54	0	NA	$71,007	No	$240,833	Yes	M	Bachelors	Manager	61	Private	$14,000	6	Minivan	no	$0	0	No	0	11	Highly Urban/ Urban
99	1	2425.00000	0	53	0	6	$38,036	No	$153,381	Yes	z_F	z_High School	z_Blue Collar	32	Commercial	$13,140	1	z_SUV	no	$0	0	No	4	1	Highly Urban/ Urban
100	0	0.00000	0	53	0	13	$41,199	No	$150,933	z_No	z_F	Bachelors	Manager	21	Private	$15,360	1	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
101	0	0.00000	0	29	1	10	$38,042	Yes	$202,967	z_No	M	z_High School	Professional	15	Private	$15,160	6	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
102	0	0.00000	0	58	0	11	$91,223	No	$0	z_No	M	Masters	Lawyer	23	Private	$10,620	6	Pickup	no	$0	0	No	0	NA	Highly Urban/ Urban
103	0	0.00000	0	55	0	7	$45,787	No	$173,196	Yes	z_F	Masters	Lawyer	5	Private	$19,380	6	Minivan	no	$0	0	No	0	13	Highly Urban/ Urban
104	0	0.00000	0	55	0	NA	$84,964	No	$227,091	Yes	M	Bachelors	z_Blue Collar	21	Commercial	$5,760	1	Pickup	yes	$969	2	No	6	11	Highly Urban/ Urban
105	0	0.00000	0	56	0	8	$38,240	No	$190,675	Yes	z_F	z_High School	Clerical	28	Private	$16,220	4	z_SUV	no	$0	0	No	0	NA	z_Highly Rural/ Rural
108	0	0.00000	0	34	0	11	$51,565	No	$0	z_No	M	Masters	Lawyer	36	Private	$18,110	1	Van	yes	$759	2	No	3	15	Highly Urban/ Urban
109	1	5711.00000	0	34	3	0	$0	No	$66,358	Yes	z_F	z_High School	Home Maker	25	Private	$11,740	9	z_SUV	no	$1,800	2	No	2	1	Highly Urban/ Urban
110	0	0.00000	0	36	0	11	$105,384	No	$267,509	Yes	M	Masters	Professional	24	Private	$13,800	7	Minivan	yes	$31,695	3	Yes	4	17	Highly Urban/ Urban
111	1	13105.32763	0	41	0	10	$66,265	No	$159,276	Yes	M	Masters	Lawyer	59	Private	$12,230	4	Minivan	yes	$0	0	No	1	9	Highly Urban/ Urban
112	1	4061.00000	0	46	0	7		No		z_No	M	Masters		17	Commercial	$23,350	13	Panel Truck	yes	$4,678	3	No	6	17	Highly Urban/ Urban
114	0	0.00000	0	42	0	9	$76,226	No	$217,920	Yes	M	Bachelors	z_Blue Collar	18	Commercial	$23,390	13	Panel Truck	yes	$0	0	No	0	14	Highly Urban/ Urban
115	0	0.00000	1	38	3	16	$7,528	No	$113,809	Yes	M	<High School	Clerical	26	Private	$8,080	1	Pickup	yes	$0	0	No	0	8	z_Highly Rural/ Rural
116	1	7838.00000	0	33	4	0	$0	Yes	$0	z_No	M	z_High School	Student	14	Commercial	$15,090	1	Minivan	yes	$1,631	1	No	2	5	Highly Urban/ Urban
117	1	3660.00000	0	37	0	0		No	$73,890	Yes	z_F	Bachelors	Student	48	Commercial	$12,850	7	z_SUV	no	$0	0	No	3	6	Highly Urban/ Urban
118	0	0.00000	1	42	1	9	$32,797	No	$160,661	Yes	z_F	Masters	Lawyer	63	Private	$21,690	1	Minivan	no	$0	0	No	2	14	Highly Urban/ Urban
119	1	5125.00000	0	47	0	11	$44,705	No	$217,885	Yes	z_F	Bachelors	Professional	50	Private	$12,840	1	z_SUV	no	$1,533	2	No	0	10	Highly Urban/ Urban
121	0	0.00000	0	52	0	9	$68,992	No	$216,986	z_No	z_F	Bachelors	z_Blue Collar	36	Commercial	$15,120	1	Minivan	no	$0	0	No	3	10	z_Highly Rural/ Rural
122	0	0.00000	0	43	0	11	$132,561	No	$314,433	z_No	M	Masters	Professional	8	Commercial	$30,150	16	Panel Truck	no	$12,294	1	No	0	1	Highly Urban/ Urban
124	0	0.00000	0	66	1	17	$96,830	No	$325,826	Yes	M	Masters	Professional	23	Private	$11,180	7	z_SUV	no	$0	0	No	0	16	Highly Urban/ Urban
127	1	2143.00000	0	52	0	7	$64,014	No	$244,863	Yes	M	<High School	z_Blue Collar	33	Commercial	$7,900	4	Pickup	yes	$8,882	3	No	1	5	Highly Urban/ Urban
130	0	0.00000	1	38	1	7		No	$0	Yes	z_F	z_High School	Student	40	Private	$7,050	4	Sports Car	no	$0	0	No	0	10	z_Highly Rural/ Rural
132	0	0.00000	0	47	0	14		No	$276,241	Yes	M	Bachelors	Manager	48	Private	$21,320	1	Van	yes	$0	0	No	0	13	Highly Urban/ Urban
133	0	0.00000	0	37	0	12	$123,520	No	$383,731	Yes	M	Bachelors	z_Blue Collar	14	Commercial	$17,550	1	Van	no	$0	0	No	0	NA	Highly Urban/ Urban
134	0	0.00000	0	47	0	13	$45,257	No	$160,051	Yes	M	Bachelors	Clerical	33	Commercial	$29,210	6	Panel Truck	yes	$0	0	No	0	NA	Highly Urban/ Urban
136	0	0.00000	1	61	2	17	$41,857	No	$169,015	Yes	z_F	Masters	Manager	35	Private	$20,870	1	Sports Car	no	$0	0	No	0	21	Highly Urban/ Urban
137	1	2114.00000	0	41	1	8	$126,468	Yes	$0	z_No	z_F	Masters	Manager	34	Commercial	$32,690	3	Pickup	no	$0	0	No	2	18	Highly Urban/ Urban
138	0	0.00000	3	40	3	9	$75,516	No	$247,673	Yes	z_F	z_High School	z_Blue Collar	53	Commercial	$13,050	5	Sports Car	no	$0	0	Yes	0	6	z_Highly Rural/ Rural
139	0	0.00000	0	52	0	16	$76,954	No	$249,290	z_No	M	Bachelors	Professional	44	Private	$19,540	6	Minivan	yes	$0	0	Yes	0	11	Highly Urban/ Urban
140	0	0.00000	0	58	1	8	$150,352	No	$421,665	Yes	z_F	Masters	Manager	21	Private	$24,240	6	Pickup	no	$0	0	No	0	17	Highly Urban/ Urban
142	1	8671.00000	1	38	1	12	$37,580	No	$173,495	Yes	z_F	<High School	Clerical	36	Private	$5,260	7	z_SUV	no	$867	2	No	0	1	Highly Urban/ Urban
143	1	6287.00000	0	41	2	15	$23,344	No	$147,172	Yes	M	z_High School	z_Blue Collar	10	Private	$7,930	1	Pickup	no	$0	0	No	1	1	Highly Urban/ Urban
144	0	0.00000	0	37	0	16	$43,290	No	$158,771	Yes	z_F	Bachelors	z_Blue Collar	29	Private	$23,640	1	z_SUV	no	$0	0	No	0	10	Highly Urban/ Urban
145	0	0.00000	0	48	0	10	$48,737	No	$220,264	Yes	M	Bachelors	Manager	24	Private	$11,220	9	Pickup	yes	$0	0	No	1	1	Highly Urban/ Urban
146	0	0.00000	0	47	0	12	$64,259	No	$202,031	Yes	M	z_High School	Clerical	26	Private	$25,100	18	Minivan	no	$9,526	4	No	3	9	Highly Urban/ Urban
149	0	0.00000	0	41	0	6	$12,541	No	$0	z_No	M	<High School	Clerical	5	Private	$7,500	1	Minivan	yes	$0	0	No	0	1	z_Highly Rural/ Rural
150	0	0.00000	0	47	0	12	$104,271	No	$265,153	Yes	M	Masters		40	Commercial	$36,120	4	Panel Truck	yes	$0	0	No	0	11	Highly Urban/ Urban
152	0	0.00000	0	44	1	NA	$67,278	No	$220,556	Yes	z_F	Masters	Lawyer	49	Private	$20,210	1	Minivan	no	$0	0	No	0	16	z_Highly Rural/ Rural
153	0	0.00000	0	46	0	10	$104,990	No	$306,540	z_No	z_F	Bachelors	Professional	40	Private	$16,080	13	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
154	0	0.00000	0	49	0	6	$89,948	No	$0	z_No	z_F	Bachelors	Professional	37	Private	$18,160	7	z_SUV	no	$0	0	No	4	9	Highly Urban/ Urban
155	0	0.00000	0	33	1	12	$111,427	No	$321,483	Yes	z_F	Masters		35	Commercial	$28,180	1	Van	no	$0	0	No	3	4	Highly Urban/ Urban
158	1	1807.00000	1	43	2	11	$76,159	Yes	$0	z_No	z_F	Bachelors	Professional	52	Private	$19,750	4	z_SUV	no	$0	0	Yes	0	NA	Highly Urban/ Urban
159	0	0.00000	0	62	0	6	$107,734	No	$0	z_No	z_F	PhD	Lawyer	54	Private	$18,470	3	z_SUV	no	$0	0	No	0	15	Highly Urban/ Urban
160	1	10593.94663	0	42	0	0	$0	No		z_No	M	<High School	Student	47	Commercial	$5,700	11	Pickup	yes	$0	0	No	5	1	Highly Urban/ Urban
161	0	0.00000	0	36	2	12	$25,282	Yes	$0	z_No	z_F	z_High School	Clerical	38	Private	$11,160	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
162	0	0.00000	0	47	0	11	$18,549	No	$116,136	Yes	M	Masters	Lawyer	24	Private	$12,800	7	Minivan	no	$0	0	No	0	14	Highly Urban/ Urban
163	0	0.00000	0	50	0	14		No	$147,191	Yes	M	z_High School	Clerical	11	Commercial	$17,300	13	Van	yes	$0	0	No	0	7	Highly Urban/ Urban
164	0	0.00000	0	51	0	9	$50,166	No	$187,297	z_No	M	z_High School	z_Blue Collar	32	Commercial	$11,620	1	Pickup	no	$50,701	3	Yes	0	1	Highly Urban/ Urban
165	0	0.00000	0	46	0	8	$73,872	No	$245,878	Yes	z_F	Masters	Lawyer	43	Private	$20,240	4	Sports Car	no	$0	0	No	0	16	z_Highly Rural/ Rural
166	0	0.00000	0	50	0	14	$73,343	No	$254,600	Yes	z_F	z_High School	Manager	60	Private	$20,010	1	Minivan	no	$4,179	2	No	4	8	Highly Urban/ Urban
167	1	6158.00000	0	43	2	15	$49,849	Yes	$0	z_No	z_F	Masters	Lawyer	35	Private	$13,130	1	z_SUV	no	$3,622	3	No	4	20	Highly Urban/ Urban
168	1	4887.00000	1	39	1	16	$12,054	No	$0	Yes	z_F	<High School	Student	28	Commercial	$15,760	4	Pickup	no	$1,738	2	Yes	4	1	Highly Urban/ Urban
169	0	0.00000	0	43	3	14	$48,184	No	$209,188	Yes	z_F	z_High School	z_Blue Collar	50	Commercial	$14,530	12	Sports Car	no	$6,891	2	No	5	1	Highly Urban/ Urban
170	1	5147.00000	0	60	3	18	$78,936	No	$235,670	Yes	z_F	Masters	Lawyer	40	Private	$20,350	6	z_SUV	no	$0	0	No	0	15	Highly Urban/ Urban
171	0	0.00000	0	55	0	0	$0	No	$0	z_No	M	<High School	Student	33	Private	$7,000	4	Pickup	no	$0	0	No	0	1	z_Highly Rural/ Rural
172	0	0.00000	0	40	0	10	$78,914	No	$229,055	z_No	z_F	Bachelors	Manager	36	Private	$5,500	10	z_SUV	no	$6,803	2	No	6	10	Highly Urban/ Urban
173	0	0.00000	0	39	0	6	$77,125	No	$210,840	Yes	z_F	Bachelors	Clerical	49	Private	$9,570	7	Sports Car	no	$0	0	No	1	13	Highly Urban/ Urban
175	0	0.00000	0	38	0	14	$25,835	No	$109,685	Yes	M	z_High School	Clerical	29	Private	$8,490	6	Pickup	yes	$0	0	No	1	12	Highly Urban/ Urban
176	0	0.00000	0	42	0	12	$47,660	No	$180,206	Yes	M	Masters	Professional	31	Private	$11,940	7	Pickup	yes	$974	2	No	6	18	Highly Urban/ Urban
177	0	0.00000	0	42	0	10	$123,143	No	$306,368	z_No	z_F	Masters	Manager	16	Private	$24,930	4	Minivan	no	$0	0	No	3	14	Highly Urban/ Urban
178	0	0.00000	0	49	0	8	$22,059	No	$123,924	Yes	z_F	<High School	Clerical	24	Commercial	$21,990	11	Pickup	no	$0	0	No	1	1	Highly Urban/ Urban
179	0	0.00000	1	36	1	12	$50,750	Yes	$0	z_No	z_F	Masters	Manager	26	Private	$10,170	7	z_SUV	no	$5,877	3	No	7	14	Highly Urban/ Urban
180	0	0.00000	0	34	1	10	$23,571	Yes	$0	z_No	M	z_High School	Clerical	35	Commercial	$12,180	7	Pickup	yes	$0	0	No	0	7	Highly Urban/ Urban
181	0	0.00000	0	49	0	0	$0	No	$79,913	Yes	z_F	PhD	Home Maker	29	Private	$18,110	7	z_SUV	no	$0	0	No	1	1	Highly Urban/ Urban
182	0	0.00000	0	52	0	12	$35,631	No	$155,972	Yes	M	z_High School	Clerical	39	Private	$6,040	10	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
183	0	0.00000	0	50	0	11	$129,234	No	$0	z_No	M	PhD	Doctor	37	Private	$21,200	4	Van	yes	$0	0	No	0	NA	Highly Urban/ Urban
184	0	0.00000	0	53	0	12		No	$0	z_No	z_F	<High School	Clerical	16	Private	$11,650	10	z_SUV	no	$6,175	1	No	2	7	Highly Urban/ Urban
185	0	0.00000	0	55	0	14	$55,409	No	$162,237	Yes	M	Bachelors	z_Blue Collar	45	Commercial	$27,890	4	Panel Truck	no	$0	0	No	0	14	z_Highly Rural/ Rural
187	0	0.00000	0	40	4	15	$48,067	Yes	$186,025	z_No	z_F	Bachelors	Clerical	21	Private	$18,120	8	Minivan	no	$0	0	No	0	8	Highly Urban/ Urban
188	0	0.00000	0	45	2	12	$64,867	No	$210,631	Yes	z_F	Masters	Lawyer	21	Private	$12,490	1	z_SUV	no	$0	0	No	0	10	Highly Urban/ Urban
189	0	0.00000	0	80	2	23	$97,716	No	$389,344	Yes	M	Bachelors	Professional	14	Private	$15,920	13	Minivan	yes	$0	0	No	2	10	Highly Urban/ Urban
190	0	0.00000	0	48	0	10	$39,613	No	$159,534	Yes	M	z_High School	z_Blue Collar	48	Commercial	$8,460	10	Pickup	yes	$7,437	2	No	6	1	Highly Urban/ Urban
191	0	0.00000	0	37	0	11		No		z_No	M	z_High School	Student	69	Private	$14,130	1	Minivan	yes	$0	0	No	1	NA	z_Highly Rural/ Rural
192	0	0.00000	0	40	0	11	$49,780	No	$0	z_No	z_F	<High School	Clerical	52	Private	$10,500	6	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
194	0	0.00000	0	45	0	11	$60,845	No	$0	z_No	z_F	Bachelors	Manager	31	Private	$24,260	4	Minivan	no	$0	0	No	0	18	Highly Urban/ Urban
196	1	6087.00000	0	42	0	12	$136,344	No	$0	z_No	z_F	PhD	Doctor	45	Private	$13,160	1	Sports Car	no	$0	0	No	0	17	Highly Urban/ Urban
197	0	0.00000	0	36	0	7	$70,313	No	$211,506	Yes	z_F	Bachelors	Professional	55	Private	$14,960	6	Minivan	no	$7,650	3	No	5	4	Highly Urban/ Urban
198	0	0.00000	0	45	3	15	$23,773	Yes	$0	z_No	z_F	z_High School	Home Maker	9	Commercial	$34,510	7	Van	no	$0	0	No	0	1	z_Highly Rural/ Rural
199	0	0.00000	0	52	0	11	$115,713	No	$327,167	z_No	z_F	Bachelors	Professional	28	Private	$21,660	6	Sports Car	no	$0	0	No	0	11	z_Highly Rural/ Rural
200	0	0.00000	0	41	0	8	$55,364	No	$0	z_No	M	z_High School	Clerical	17	Commercial	$31,390	1	Panel Truck	yes	$0	0	No	3	1	z_Highly Rural/ Rural
201	0	0.00000	0	36	0	14	$27,693	No	$130,324	Yes	z_F	<High School	Clerical	37	Private	$11,300	10	Sports Car	no	$19,385	1	No	4	7	Highly Urban/ Urban
202	0	0.00000	0	56	0	0	$0	No	$103,058	Yes	z_F	Bachelors	Home Maker	29	Private	$27,890	13	z_SUV	no	$25,147	2	No	0	9	Highly Urban/ Urban
203	0	0.00000	1	53	1	0	$0	No	$0	Yes	z_F	<High School	Student	34	Private	$1,500	10	Sports Car	no	$1,175	3	No	2	7	z_Highly Rural/ Rural
204	1	3894.00000	0	39	0	12	$32,936	No	$169,721	z_No	z_F	z_High School	Clerical	12	Private	$1,500	6	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
205	0	0.00000	0	38	0	11	$33,151	No	$184,852	Yes	z_F	Bachelors	Professional	31	Private	$11,530	13	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
206	1	2659.00000	1	45	3	0	$0	Yes	$0	z_No	M	z_High School	Home Maker	36	Private	$16,510	4	Minivan	no	$17,445	3	Yes	0	1	Highly Urban/ Urban
207	0	0.00000	0	46	0	14	$24,575	No	$176,282	Yes	z_F	z_High School	Home Maker	73	Private	$8,560	10	Sports Car	no	$0	0	No	0	9	z_Highly Rural/ Rural
208	0	0.00000	0	43	2	16	$32,546	No	$200,891	Yes	M	<High School	Clerical	49	Private	$5,800	10	Minivan	yes	$0	0	No	1	5	Highly Urban/ Urban
209	0	0.00000	1	54	1	0	$0	Yes	$0	z_No	z_F	Bachelors	Home Maker	21	Private	$18,820	6	z_SUV	no	$5,537	1	No	6	9	Highly Urban/ Urban
210	0	0.00000	0	55	0	16	$163,158	No	$431,809	Yes	M	Masters		44	Commercial	$23,320	10	Panel Truck	no	$0	0	No	3	19	Highly Urban/ Urban
211	0	0.00000	0	61	0	10	$58,212	No	$226,638	Yes	z_F	<High School	z_Blue Collar	37	Private	$13,420	1	Sports Car	no	$3,573	3	No	3	1	z_Highly Rural/ Rural
214	1	6693.00000	0	53	0	15	$84,345	No	$264,549	Yes	z_F	Bachelors	Manager	36	Private	$9,930	4	z_SUV	no	$0	0	No	3	5	Highly Urban/ Urban
215	0	0.00000	0	52	0	12	$24,590	No	$166,773	Yes	M	z_High School	z_Blue Collar	59	Commercial	$10,350	14	Minivan	yes	$1,507	1	No	0	NA	Highly Urban/ Urban
216	0	0.00000	0	54	0	15	$107,808	No	$278,940	Yes	z_F	Bachelors	Manager	45	Commercial	$27,020	7	Pickup	no	$1,780	3	No	0	6	Highly Urban/ Urban
218	0	0.00000	0	51	0	15	$76,443	No	$257,889	Yes	z_F	Masters	Lawyer	7	Private	$25,450	6	z_SUV	no	$5,958	2	No	5	NA	Highly Urban/ Urban
219	0	0.00000	0	39	2	12	$59,685	No	$197,089	Yes	M	z_High School	z_Blue Collar	42	Commercial	$7,470	7	Pickup	no	$0	0	No	0	1	z_Highly Rural/ Rural
220	0	0.00000	0	38	0	12	$90,647	No	$251,629	Yes	z_F	Masters	Lawyer	38	Private	$13,740	4	Minivan	no	$8,450	1	No	0	15	z_Highly Rural/ Rural
221	1	4380.00000	0	42	0	10	$43,174	No	$208,811	z_No	M	<High School	z_Blue Collar	48	Commercial	$10,020	13	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
222	1	1826.00000	0	31	2	14	$30,653	Yes	$0	z_No	z_F	z_High School	Clerical	41	Private	$12,930	13	Sports Car	no	$35,666	2	Yes	0	7	Highly Urban/ Urban
224	0	0.00000	0	41	2	0	$0	Yes	$54,130	z_No	z_F	Masters	Home Maker	18	Private	$32,090	6	Minivan	no	$0	0	No	0	17	z_Highly Rural/ Rural
225	1	6716.00000	3	36	4	0		No	$0	Yes	z_F	z_High School	Student	54	Private	$1,500	4	z_SUV	no	$0	0	No	5	10	Highly Urban/ Urban
227	0	0.00000	0	49	0	13	$59,148	No	$162,428	Yes	z_F	z_High School	Professional	18	Private	$12,310	1	z_SUV	no	$8,948	1	No	0	1	Highly Urban/ Urban
229	0	0.00000	0	47	0	10	$81,899	No	$232,928	z_No	M	z_High School	Professional	25	Private	$14,390	1	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
231	0	0.00000	0	45	3	NA	$1,158	No	$0	Yes	z_F	z_High School	Student	10	Commercial	$6,120	10	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
232	0	0.00000	0	53	0	15	$114,088	No	$306,745	Yes	z_F	z_High School	Manager	25	Private	$22,920	10	Pickup	no	$0	0	No	0	8	Highly Urban/ Urban
233	0	0.00000	0	51	0	13	$80,621	No	$256,152	Yes	z_F	z_High School	Professional	27	Private	$25,700	1	Van	no	$0	0	No	0	1	Highly Urban/ Urban
234	0	0.00000	0	51	1	12	$94,328	No	$327,651	Yes	z_F	Masters	Lawyer	44	Private	$6,900	3	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
235	1	53571.21408	0	36	3	11	$49,703	Yes	$253,132	z_No	M	Masters		37	Commercial	$42,550	1	Panel Truck	yes	$35,879	1	Yes	0	20	Highly Urban/ Urban
236	0	0.00000	0	43	0	12		No	$179,229	z_No	z_F	Bachelors	Manager	55	Private	$8,160	1	z_SUV	no	$6,836	3	No	0	6	Highly Urban/ Urban
237	0	0.00000	0	43	0	11		No	$209,570	Yes	z_F	z_High School	z_Blue Collar	32	Commercial	$13,160	13	Minivan	no	$8,569	3	Yes	3	1	Highly Urban/ Urban
238	1	4257.00000	0	53	0	13	$25,289	No	$108,139	Yes	z_F	<High School	Home Maker	31	Private	$13,850	1	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
239	0	0.00000	0	40	0	7	$95,405	No	$0	z_No	M	Masters		34	Commercial	$24,220	4	Panel Truck	no	$0	0	No	3	14	Highly Urban/ Urban
240	1	4277.00000	0	31	3	14	$26,112	No	$117,229	Yes	z_F	<High School	Clerical	58	Private	$14,030	3	z_SUV	no	$0	0	No	0	5	z_Highly Rural/ Rural
242	1	19597.13587	0	58	0	12	$131,560	No		z_No	z_F	PhD	Doctor	40	Private	$14,870	1	z_SUV	no	$0	0	No	2	14	Highly Urban/ Urban
244	0	0.00000	0	50	0	14	$90,566	No	$295,771	z_No	z_F	Masters	Lawyer	40	Private	$23,260	17	Van	no	$0	0	No	0	18	Highly Urban/ Urban
245	0	0.00000	0	45	2	12	$62,447	Yes	$203,472	z_No	M	z_High School	z_Blue Collar	39	Commercial	$12,240	7	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
246	0	0.00000	0	46	0	5	$108,701	No	$337,340	Yes	z_F	Masters	Manager	39	Private	$12,070	3	z_SUV	no	$0	0	No	0	17	Highly Urban/ Urban
247	0	0.00000	0	47	0	12	$94,774	No	$254,197	z_No	M	z_High School	Manager	43	Commercial	$21,070	1	Van	no	$3,460	1	No	1	13	Highly Urban/ Urban
248	0	0.00000	1	43	2	16	$72,357	No	$288,115	Yes	M	Bachelors	z_Blue Collar	40	Commercial	$23,190	1	Minivan	yes	$0	0	No	0	7	Highly Urban/ Urban
250	0	0.00000	0	48	0	11	$140,112	No	$336,063	z_No	z_F	PhD		47	Commercial	$28,380	10	Pickup	no	$0	0	No	2	17	Highly Urban/ Urban
251	0	0.00000	0	39	0	11	$19,016	No	$173,712	z_No	M	z_High School	Professional	22	Commercial	$10,950	13	Pickup	yes	$0	0	No	0	8	z_Highly Rural/ Rural
252	0	0.00000	0	49	0	0	$0	No	$0	z_No	z_F	z_High School	Home Maker	55	Private	$19,810	7	Minivan	no	$0	0	No	1	1	z_Highly Rural/ Rural
253	0	0.00000	0	45	0	NA	$19,909	No	$130,331	Yes	z_F	<High School	Clerical	14	Private	$7,990	1	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
254	0	0.00000	0	36	0	NA	$4,885	No	$99,107	Yes	z_F	Masters	Lawyer	35	Private	$7,080	6	z_SUV	no	$5,486	1	No	5	17	Highly Urban/ Urban
255	1	2738.00000	1	59	1	12	$119,382	Yes	$0	z_No	z_F	Masters	Manager	26	Commercial	$24,130	13	Pickup	no	$0	0	No	0	16	Highly Urban/ Urban
256	0	0.00000	0	60	0	13	$89,511	No	$224,350	Yes	M	Masters		5	Commercial	$11,380	4	Pickup	yes	$4,470	3	No	0	15	Highly Urban/ Urban
257	0	0.00000	0	49	0	15	$107,375	No	$332,673	Yes	z_F	Bachelors	Professional	12	Private	$19,840	3	z_SUV	no	$0	0	No	0	NA	Highly Urban/ Urban
258	0	0.00000	0	45	2	13	$36,947	No	$165,094	Yes	z_F	z_High School	Clerical	32	Private	$6,200	6	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
259	0	0.00000	0	34	2	13	$27,581	Yes	$0	z_No	M	<High School	z_Blue Collar	38	Commercial	$12,250	4	Minivan	yes	$0	0	No	6	5	z_Highly Rural/ Rural
260	1	1146.00000	0	57	0	14	$8,212	No	$0	Yes	M	<High School	Student	5	Private	$7,200	4	Pickup	yes	$0	0	No	0	NA	Highly Urban/ Urban
261	0	0.00000	0	33	1	11	$86,187	Yes	$241,285	z_No	M	Bachelors	Professional	81	Private	$13,420	17	Minivan	no	$0	0	No	1	5	z_Highly Rural/ Rural
262	0	0.00000	0	52	0	12	$42,255	No	$0	z_No	M	z_High School	z_Blue Collar	61	Commercial	$22,280	3	Minivan	no	$0	0	No	1	12	Highly Urban/ Urban
263	0	0.00000	0	53	0	13	$37,646	No		Yes	z_F	z_High School	Clerical	19	Private	$16,020	4	z_SUV	no	$7,462	2	No	0	10	Highly Urban/ Urban
264	0	0.00000	0	57	0	8		No	$261,901	Yes	z_F	Bachelors	z_Blue Collar	41	Commercial	$32,530	1	Minivan	no	$0	0	No	2	9	Highly Urban/ Urban
265	0	0.00000	0	37	0	11	$116,043	No	$0	z_No	z_F	Bachelors	Home Maker	40	Private	$16,800	17	z_SUV	no	$0	0	No	3	9	Highly Urban/ Urban
266	0	0.00000	0	45	2	NA	$89,479	No	$239,934	Yes	M	Bachelors	Manager	30	Private	$14,950	10	Minivan	yes	$0	0	No	0	8	Highly Urban/ Urban
267	0	0.00000	0	38	0	8	$92,917	No	$0	z_No	M	Bachelors	Professional	57	Private	$15,120	1	Minivan	yes	$722	3	No	0	4	z_Highly Rural/ Rural
268	0	0.00000	0	36	3	7	$29,741	Yes	$0	z_No	z_F	<High School	Clerical	32	Private	$8,070	6	z_SUV	no	$2,797	2	No	0	7	Highly Urban/ Urban
269	0	0.00000	0	51	0	12	$3,673	No	$120,377	Yes	M	z_High School	Student	5	Commercial	$11,180	10	Pickup	no	$0	0	No	0	1	z_Highly Rural/ Rural
270	1	4658.00000	1	39	2	15	$61,370	Yes	$0	z_No	M	Masters	Manager	6	Commercial	$21,770	6	Van	yes	$35,577	3	Yes	0	12	Highly Urban/ Urban
271	0	0.00000	0	51	0	13	$32,159	No	$195,096	z_No	z_F	<High School	z_Blue Collar	46	Private	$2,600	6	z_SUV	no	$0	0	Yes	2	6	z_Highly Rural/ Rural
272	0	0.00000	2	40	3	14	$20,126	Yes	$138,444	z_No	z_F	<High School	z_Blue Collar	5	Private	$8,260	6	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
273	1	5259.00000	0	54	0	11	$44,782	No	$148,676	z_No	z_F	<High School	Clerical	83	Private	$30,260	3	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
274	0	0.00000	0	34	4	14	$59,828	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	56	Commercial	$10,880	10	z_SUV	no	$0	0	No	0	13	Highly Urban/ Urban
275	0	0.00000	1	41	2	14	$74,022	No	$247,884	Yes	z_F	Masters	Manager	51	Private	$13,000	10	Sports Car	no	$4,418	1	No	0	12	Highly Urban/ Urban
276	0	0.00000	0	36	0	11	$80,256	No	$235,169	Yes	M	Bachelors	z_Blue Collar	9	Commercial	$14,860	4	Minivan	yes	$2,592	4	No	1	15	Highly Urban/ Urban
277	0	0.00000	0	55	0	14	$6,094	No	$0	Yes	M	z_High School	Student	28	Commercial	$22,770	4	Panel Truck	yes	$2,631	1	No	1	1	Highly Urban/ Urban
278	0	0.00000	1	45	2	0	$0	No	$69,743	Yes	z_F	Masters	Home Maker	27	Private	$14,300	1	Minivan	no	$9,062	1	No	1	11	Highly Urban/ Urban
279	1	3769.00000	2	45	2	12	$30,085	No	$128,194	Yes	M	<High School	Clerical	44	Commercial	$7,200	4	Pickup	no	$0	0	Yes	3	8	Highly Urban/ Urban
280	0	0.00000	0	50	0	11	$80,241	No	$0	z_No	z_F	Masters	Lawyer	17	Private	$14,520	4	Pickup	no	$7,628	2	No	7	11	Highly Urban/ Urban
282	0	0.00000	0	55	0	12	$55,673	No	$245,678	Yes	z_F	Bachelors	z_Blue Collar	43	Commercial	$27,400	14	Van	no	$0	0	No	0	13	Highly Urban/ Urban
283	1	4363.23758	0	44	0	8	$32,317	No	$0	z_No	M	z_High School	Clerical	68	Private	$22,450	7	Minivan	yes	$3,738	1	No	8	1	Highly Urban/ Urban
284	0	0.00000	0	50	0	9	$58,762	No	$0	z_No	M	Masters	Lawyer	13	Private	$13,320	6	Minivan	yes	$5,253	3	No	0	8	Highly Urban/ Urban
285	0	0.00000	0	60	0	15	$76,899	No	$270,631	Yes	M	PhD	Doctor	34	Private	$7,900	4	Sports Car	yes	$45,574	3	Yes	0	14	Highly Urban/ Urban
286	0	0.00000	0	40	0	12	$48,640	No	$0	z_No	M	z_High School	z_Blue Collar	19	Commercial	$10,360	1	Pickup	no	$0	0	No	0	4	z_Highly Rural/ Rural
287	0	0.00000	0	57	0	6	$78,592	No	$248,326	Yes	z_F	z_High School	z_Blue Collar	42	Commercial	$15,760	7	Sports Car	no	$9,462	3	No	0	8	Highly Urban/ Urban
289	1	5523.00000	0	47	0	NA	$21,282	No	$0	Yes	M	z_High School	Student	40	Commercial	$18,150	1	Van	no	$6,544	1	No	3	NA	Highly Urban/ Urban
290	1	7390.43996	0	64	0	13	$61,521	No	$248,878	Yes	z_F	Masters	Lawyer	41	Private	$7,650	1	Sports Car	no	$0	0	No	8	9	Highly Urban/ Urban
291	1	1164.98807	0	34	1	9	$105,554	Yes	$229,868	z_No	M	Masters	Lawyer	75	Private	$5,300	4	Minivan	no	$7,504	2	No	2	20	Highly Urban/ Urban
292	0	0.00000	0	52	0	6	$147,666	No	$405,910	Yes	z_F	Masters	Lawyer	43	Private	$6,700	11	z_SUV	no	$0	0	No	0	17	z_Highly Rural/ Rural
293	1	2362.00000	1	42	1	3	$69,290	Yes	$0	z_No	M	Masters		30	Commercial	$23,900	4	Panel Truck	yes	$1,052	2	No	1	11	Highly Urban/ Urban
296	1	6142.00000	0	NA	2	8	$2,954	Yes	$0	z_No	z_F	<High School	Clerical	21	Private	$3,100	9	Sports Car	yes	$10,099	2	No	4	5	Highly Urban/ Urban
297	0	0.00000	0	54	0	11	$105,762	No	$0	z_No	M	Masters	Lawyer	5	Private	$17,480	6	Minivan	yes	$0	0	Yes	2	18	Highly Urban/ Urban
298	0	0.00000	0	42	2	11	$79,185	No	$243,880	Yes	z_F	Bachelors	Professional	28	Private	$13,020	3	z_SUV	no	$6,689	1	No	5	1	Highly Urban/ Urban
299	0	0.00000	0	56	0	13	$111,702	No		z_No	z_F	PhD	Manager	18	Private	$18,270	6	z_SUV	no	$0	0	No	0	17	Highly Urban/ Urban
301	0	0.00000	0	59	0	12	$5,005	No	$158,960	z_No	z_F	z_High School	Student	30	Private	$7,500	1	z_SUV	no	$0	0	Yes	0	NA	Highly Urban/ Urban
304	0	0.00000	0	35	0	11	$13,760	No	$0	z_No	z_F	z_High School	Student	27	Commercial	$7,700	6	z_SUV	no	$10,177	2	No	3	1	Highly Urban/ Urban
305	1	1065.00000	0	54	0	13	$88,668	No	$316,419	Yes	z_F	PhD	Lawyer	63	Private	$20,090	4	Minivan	no	$10,520	2	No	1	14	Highly Urban/ Urban
306	1	5075.00000	0	50	0	13	$2,657	No	$109,134	Yes	z_F	Masters	Home Maker	63	Private	$10,480	13	Sports Car	no	$20,452	2	Yes	2	11	Highly Urban/ Urban
307	0	0.00000	0	29	1	11	$51,122	No	$201,650	Yes	z_F	Bachelors	z_Blue Collar	40	Commercial	$10,470	1	z_SUV	no	$19,030	3	Yes	9	9	Highly Urban/ Urban
309	1	680.00000	0	57	0	12		No	$0	z_No	z_F	z_High School	Clerical	19	Private	$11,650	4	z_SUV	no	$10,231	1	No	0	1	Highly Urban/ Urban
310	0	0.00000	0	43	0	10	$97,953	No	$0	z_No	M	Bachelors	z_Blue Collar	43	Commercial	$27,180	1	Panel Truck	no	$4,784	2	No	4	NA	Highly Urban/ Urban
311	0	0.00000	0	44	0	0	$0	No	$104,490	Yes	z_F	Bachelors	Home Maker	28	Private	$14,190	4	Sports Car	no	$35,430	2	Yes	2	8	Highly Urban/ Urban
312	0	0.00000	1	38	2	14	$83,937	No	$234,151	Yes	z_F	Bachelors	z_Blue Collar	28	Commercial	$13,800	3	z_SUV	no	$10,851	2	No	0	10	Highly Urban/ Urban
313	0	0.00000	1	37	2	14	$96,188	Yes	$0	z_No	z_F	Bachelors	Professional	49	Private	$13,340	1	z_SUV	no	$0	0	Yes	1	10	Highly Urban/ Urban
314	0	0.00000	1	55	1	14	$17,820	No	$115,540	Yes	z_F	Bachelors	Home Maker	32	Private	$13,340	1	z_SUV	no	$6,913	1	No	3	8	z_Highly Rural/ Rural
315	0	0.00000	2	51	2	14	$62,894	No	$228,994	Yes	z_F	Bachelors	Clerical	84	Private	$5,990	17	Sports Car	no	$0	0	Yes	0	10	z_Highly Rural/ Rural
316	1	2287.00000	1	42	2	12	$68,090	Yes	$169,854	z_No	z_F	Bachelors	z_Blue Collar	45	Commercial	$11,750	1	Minivan	no	$9,261	1	No	3	12	Highly Urban/ Urban
317	1	6195.00000	0	45	2	4	$25,032	Yes	$0	z_No	z_F	z_High School	Clerical	34	Commercial	$6,100	1	Pickup	yes	$5,771	1	No	5	1	z_Highly Rural/ Rural
318	1	4862.00000	0	54	0	12	$52,078	No	$194,227	Yes	M	Masters		51	Commercial	$23,250	1	Panel Truck	yes	$5,039	1	No	4	18	Highly Urban/ Urban
321	0	0.00000	0	48	0	12	$22,633	No	$135,679	Yes	z_F	Bachelors	Manager	30	Private	$16,730	13	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
322	0	0.00000	0	50	0	0	$0	No	$109,511	Yes	M	<High School	Student	32	Private	$4,980	6	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
323	1	9775.64134	0	25	1	9	$51,544	Yes		z_No	z_F	z_High School	z_Blue Collar	44	Commercial	$20,630	1	z_SUV	no	$7,767	2	No	8	1	Highly Urban/ Urban
325	0	0.00000	0	35	0	9	$72,389	No	$213,173	z_No	z_F	PhD	Lawyer	45	Private	$13,440	1	Minivan	no	$8,185	4	No	2	10	Highly Urban/ Urban
326	1	3418.00000	0	29	1	8	$73,842	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	25	Commercial	$22,340	1	Sports Car	no	$4,769	1	No	4	1	Highly Urban/ Urban
327	1	4423.00000	1	45	2	0	$0	Yes	$0	z_No	M	<High School	Student	33	Private	$6,000	1	Pickup	no	$41,818	1	Yes	3	1	Highly Urban/ Urban
328	0	0.00000	0	37	0	14		No	$141,069	z_No	z_F	Bachelors	Professional	34	Private	$10,370	6	z_SUV	no	$663	2	No	0	9	Highly Urban/ Urban
329	0	0.00000	0	56	0	16	$109,521	No	$321,674	Yes	M	PhD		30	Commercial	$7,100	7	Pickup	no	$0	0	No	2	17	Highly Urban/ Urban
330	0	0.00000	0	45	3	17	$71,969	Yes	$212,081	z_No	z_F	Masters	Lawyer	44	Private	$13,060	6	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
332	0	0.00000	0	48	0	10		No	$0	z_No	z_F	Bachelors	Professional	43	Private	$24,150	4	Minivan	no	$0	0	No	1	10	z_Highly Rural/ Rural
333	0	0.00000	0	52	0	13	$37,295	No	$163,285	z_No	M	<High School	z_Blue Collar	28	Commercial	$6,700	4	Pickup	yes	$0	0	No	0	1	z_Highly Rural/ Rural
334	0	0.00000	0	40	0	7	$50,224	No	$0	z_No	M	z_High School	z_Blue Collar	16	Commercial	$13,780	1	Minivan	yes	$1,937	2	No	6	5	Highly Urban/ Urban
335	1	2328.00000	0	41	1	13	$109,957	No	$260,749	Yes	z_F	Masters	Lawyer	50	Private	$29,470	6	Sports Car	no	$0	0	No	1	18	Highly Urban/ Urban
336	0	0.00000	0	44	2	14	$44,141	No	$141,312	Yes	M	PhD	Doctor	11	Private	$5,900	10	Pickup	no	$7,401	1	No	0	0	Highly Urban/ Urban
337	0	0.00000	0	54	0	NA	$30,388	No	$0	z_No	M	Masters	Lawyer	24	Private	$16,580	4	Van	no	$27,130	2	No	0	13	Highly Urban/ Urban
338	0	0.00000	0	42	0	12	$85,752	No	$285,727	Yes	M	Masters		36	Commercial	$5,700	13	Pickup	no	$0	0	No	2	19	Highly Urban/ Urban
339	0	0.00000	0	50	0	11	$8,345	No	$0	Yes	M	<High School	Student	39	Private	$15,330	10	Minivan	yes	$0	0	No	0	5	z_Highly Rural/ Rural
340	1	4700.00000	0	38	0	14	$10,486	No	$66,515	Yes	M	<High School	Clerical	33	Private	$6,350	1	Minivan	no	$5,702	1	No	4	5	Highly Urban/ Urban
341	0	0.00000	0	36	0	12	$33,284	No	$141,018	Yes	z_F	z_High School	z_Blue Collar	68	Commercial	$14,640	10	z_SUV	no	$0	0	No	0	10	Highly Urban/ Urban
342	1	6880.00000	0	62	0	12	$33,713	No	$171,810	Yes	z_F	Bachelors	z_Blue Collar	26	Commercial	$23,470	4	Sports Car	no	$41,913	3	Yes	0	15	Highly Urban/ Urban
344	0	0.00000	0	47	0	7	$144,957	No	$420,966	z_No	z_F	PhD	Doctor	22	Private	$24,120	3	z_SUV	no	$0	0	No	4	1	Highly Urban/ Urban
345	0	0.00000	0	46	0	8	$79,317	No	$241,733	Yes	M	z_High School	Professional	5	Private	$6,100	1	Pickup	yes	$4,263	2	No	7	6	Highly Urban/ Urban
346	0	0.00000	0	42	0	9	$64,705	No	$0	z_No	M	Masters		46	Commercial	$22,560	1	Panel Truck	yes	$10,375	4	No	6	19	Highly Urban/ Urban
349	0	0.00000	0	33	3	0	$0	No	$0	Yes	M	<High School	Student	27	Private	$10,160	6	Pickup	yes	$8,118	1	No	3	1	Highly Urban/ Urban
351	0	0.00000	0	43	0	11	$142,297	No	$0	z_No	z_F	PhD	Lawyer	6	Private	$24,360	6	Minivan	no	$0	0	No	0	NA	Highly Urban/ Urban
352	1	4875.00000	0	45	3	14	$94,325	No	$301,739	Yes	M	Masters	Lawyer	55	Private	$6,960	1	z_SUV	no	$0	0	No	2	14	Highly Urban/ Urban
353	0	0.00000	0	55	0	14	$72,337	No	$210,378	Yes	M	PhD	Manager	28	Commercial	$22,980	3	Panel Truck	no	$0	0	No	2	11	Highly Urban/ Urban
354	0	0.00000	0	27	2	14	$1,212	No	$0	Yes	M	z_High School	Student	30	Private	$4,200	11	Minivan	yes	$0	0	No	2	NA	Highly Urban/ Urban
355	0	0.00000	0	41	0	13	$157,237	No	$0	z_No	z_F	Masters	Manager	45	Private	$17,410	7	Minivan	no	$0	0	No	0	15	Highly Urban/ Urban
356	0	0.00000	0	40	1	13	$5,322	No	$57,657	Yes	z_F	Bachelors	Home Maker	32	Commercial	$9,960	1	Pickup	no	$5,489	1	No	3	1	Highly Urban/ Urban
359	0	0.00000	0	57	0	15	$51,737	No	$167,419	Yes	z_F	z_High School	z_Blue Collar	56	Private	$17,440	6	z_SUV	no	$0	0	Yes	1	11	z_Highly Rural/ Rural
361	1	17290.25766	0	64	0	9	$38,020	No		Yes	M	z_High School	z_Blue Collar	11	Commercial	$28,710	7	Pickup	yes	$0	0	No	0	3	Highly Urban/ Urban
362	1	5395.00000	0	32	2	9	$60,050	Yes	$212,562	z_No	z_F	z_High School	Clerical	31	Private	$11,480	1	Minivan	no	$17,493	4	Yes	2	1	Highly Urban/ Urban
363	1	5021.00000	2	39	2	11		Yes	$0	z_No	z_F	Bachelors	Manager	16	Private	$22,920	1	Sports Car	no	$0	0	No	0	10	Highly Urban/ Urban
364	0	0.00000	0	37	0	7	$97,266	No	$252,596	z_No	z_F	Bachelors	z_Blue Collar	21	Commercial	$14,930	10	Minivan	no	$4,048	2	No	0	11	Highly Urban/ Urban
365	0	0.00000	0	45	2	14	$19,793	No		Yes	z_F	z_High School	Home Maker	5	Private	$7,980	6	z_SUV	no	$0	0	Yes	0	5	Highly Urban/ Urban
369	0	0.00000	0	39	2	14	$50,875	No	$131,770	Yes	z_F	<High School	z_Blue Collar	23	Commercial	$14,100	6	Sports Car	no	$0	0	No	3	1	Highly Urban/ Urban
370	0	0.00000	1	41	2	10	$32,057	No	$166,326	Yes	z_F	z_High School	Clerical	20	Private	$9,800	10	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
371	1	3149.00000	0	35	0	7	$62,036	No	$154,297	Yes	M	z_High School	z_Blue Collar	5	Commercial	$16,370	4	Van	yes	$3,913	2	No	7	1	Highly Urban/ Urban
372	1	3602.00000	0	64	0	15	$40,528	No	$208,306	Yes	z_F	z_High School	z_Blue Collar	54	Commercial	$11,950	7	Sports Car	no	$5,137	1	No	6	6	Highly Urban/ Urban
373	0	0.00000	0	46	0	13	$266,027	No	$0	z_No	M	PhD		52	Commercial	$34,020	1	Panel Truck	yes	$1,332	3	No	6	23	Highly Urban/ Urban
374	0	0.00000	0	59	0	15	$158,703	No	$0	z_No	z_F	PhD	Doctor	32	Private	$20,540	17	z_SUV	no	$0	0	No	0	18	Highly Urban/ Urban
375	1	2516.00000	1	39	2	13	$52,950	No	$187,514	Yes	M	z_High School	Manager	6	Private	$10,210	1	Pickup	yes	$0	0	Yes	0	NA	Highly Urban/ Urban
377	1	3259.00000	0	40	1	12	$39,600	Yes	$193,495	z_No	z_F	z_High School	Clerical	37	Private	$5,460	1	Sports Car	no	$4,188	2	No	5	1	Highly Urban/ Urban
378	0	0.00000	0	43	0	8	$67,109	No	$219,801	Yes	z_F	z_High School	z_Blue Collar	38	Commercial	$8,530	10	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
379	0	0.00000	0	48	0	13	$75,723	No	$257,475	Yes	z_F	Bachelors	Professional	37	Private	$7,210	13	Minivan	no	$0	0	No	0	12	Highly Urban/ Urban
381	0	0.00000	0	48	0	0	$0	No		Yes	M	<High School	Student	47	Private	$6,520	3	Minivan	yes	$0	0	Yes	0	1	z_Highly Rural/ Rural
382	0	0.00000	0	60	0	15		No	$330,229	Yes	z_F	Bachelors	Manager	39	Private	$16,780	10	Sports Car	no	$4,500	2	No	3	13	Highly Urban/ Urban
383	0	0.00000	0	59	0	11	$186,632	No	$483,645	Yes	M	PhD	Manager	35	Private	$21,730	1	Van	no	$0	0	No	2	13	Highly Urban/ Urban
384	0	0.00000	0	43	0	8	$97,103	No	$278,248	z_No	z_F	Masters	Lawyer	17	Private	$17,960	4	z_SUV	no	$3,575	1	No	4	15	Highly Urban/ Urban
385	1	3085.00000	0	43	1	0	$0	Yes	$86,118	z_No	z_F	<High School	Home Maker	41	Private	$14,240	4	z_SUV	no	$0	0	No	1	1	Highly Urban/ Urban
386	0	0.00000	0	64	0	7	$75,166	No	$248,599	z_No	z_F	Masters	Manager	31	Private	$5,010	6	Sports Car	no	$4,750	2	No	0	NA	Highly Urban/ Urban
387	1	3593.00000	0	55	0	0	$0	No	$68,500	Yes	z_F	Bachelors	Home Maker	11	Private	$8,560	6	Sports Car	no	$3,769	2	No	5	14	Highly Urban/ Urban
389	1	457.55636	0	54	0	12	$10,617	No	$0	Yes	M	z_High School	Student	14	Commercial	$7,960	10	Pickup	no	$1,079	2	No	2	9	Highly Urban/ Urban
390	0	0.00000	2	35	3	8	$33,799	No	$148,536	Yes	z_F	z_High School	Clerical	48	Private	$13,420	10	z_SUV	no	$8,174	2	No	9	1	Highly Urban/ Urban
391	1	6143.00000	0	46	0	8	$140,766	No	$375,813	z_No	M	Masters		41	Commercial	$29,220	13	Panel Truck	yes	$0	0	No	1	13	Highly Urban/ Urban
392	1	4524.00000	0	26	1	0	$0	No	$0	Yes	z_F	Bachelors	Student	10	Commercial	$4,100	1	Sports Car	no	$11,279	3	No	5	6	Highly Urban/ Urban
393	1	4480.00000	0	43	2	11	$46,224	No	$173,103	Yes	M	z_High School	z_Blue Collar	45	Commercial	$11,510	13	Pickup	yes	$0	0	Yes	0	10	Highly Urban/ Urban
394	0	0.00000	0	43	0	8	$91,877	No	$298,385	z_No	z_F	Masters	Lawyer	5	Private	$26,290	16	Sports Car	no	$0	0	Yes	2	18	Highly Urban/ Urban
395	0	0.00000	0	54	0	13	$193,895	No	$445,020	Yes	z_F	Masters	Lawyer	51	Private	$9,060	10	z_SUV	no	$3,400	3	No	0	15	Highly Urban/ Urban
397	0	0.00000	0	45	0	0	$0	No	$0	z_No	M	z_High School	Student	36	Commercial	$26,500	10	Panel Truck	yes	$0	0	No	2	8	z_Highly Rural/ Rural
399	1	1766.00000	0	46	0	NA	$31,177	No	$150,102	z_No	M	z_High School	Professional	41	Commercial	$25,420	9	Panel Truck	no	$0	0	No	1	1	Highly Urban/ Urban
400	0	0.00000	0	47	0	7	$28,654	No	$144,131	z_No	M	z_High School	Professional	22	Commercial	$9,070	6	Pickup	yes	$0	0	No	3	8	z_Highly Rural/ Rural
401	0	0.00000	0	45	0	12	$107,327	No	$316,035	z_No	z_F	Bachelors	Professional	38	Private	$18,540	1	z_SUV	no	$0	0	No	2	9	Highly Urban/ Urban
402	0	0.00000	0	55	0	8	$45,918	No	$226,111	Yes	z_F	z_High School	Manager	52	Private	$11,590	11	Sports Car	no	$3,614	2	No	0	1	Highly Urban/ Urban
404	0	0.00000	0	53	0	12	$106,830	No	$0	z_No	M	Bachelors	Manager	28	Private	$17,480	13	Minivan	yes	$0	0	No	0	7	Highly Urban/ Urban
405	0	0.00000	0	49	0	13	$33,322	No	$154,892	z_No	z_F	Bachelors	z_Blue Collar	45	Commercial	$21,320	4	z_SUV	no	$36,556	1	No	4	10	Highly Urban/ Urban
406	0	0.00000	0	30	3	0		No	$79,192	Yes	z_F	Bachelors	Home Maker	22	Private	$4,500	1	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
407	0	0.00000	0	47	0	10	$15,249	No	$145,735	Yes	z_F	Masters	Home Maker	62	Private	$8,400	4	Sports Car	no	$0	0	No	1	15	Highly Urban/ Urban
408	0	0.00000	1	41	3	16	$38,034	No	$190,148	Yes	z_F	PhD	Manager	30	Private	$11,300	6	z_SUV	no	$5,299	1	No	2	1	Highly Urban/ Urban
409	0	0.00000	0	49	0	14	$95,156	No	$278,953	Yes	M	Masters	Professional	70	Commercial	$9,720	6	Pickup	no	$5,645	3	No	0	15	Highly Urban/ Urban
411	0	0.00000	0	31	1	11	$110,404	No	$278,647	Yes	z_F	PhD		5	Commercial	$13,710	8	Pickup	no	$0	0	No	2	14	z_Highly Rural/ Rural
413	0	0.00000	0	50	0	15	$36,504	No	$137,025	Yes	M	<High School	z_Blue Collar	30	Commercial	$14,210	1	Minivan	yes	$0	0	No	0	8	Highly Urban/ Urban
414	1	40151.70697	0	58	0	11	$51,870	No	$0	z_No	M	<High School	z_Blue Collar	36	Commercial	$24,520	4	Panel Truck	yes	$0	0	Yes	5	1	Highly Urban/ Urban
415	0	0.00000	0	56	0	13	$125,795	No	$0	z_No	M	Masters	Lawyer	52	Private	$7,100	1	Minivan	yes	$0	0	No	0	14	Highly Urban/ Urban
416	1	1237.00000	0	41	0	14	$99,959	No	$268,154	z_No	z_F	Masters	Lawyer	13	Private	$18,850	6	Minivan	no	$0	0	No	1	11	Highly Urban/ Urban
417	1	2876.00000	0	37	0	7	$61,790	No	$0	z_No	M	z_High School	z_Blue Collar	32	Commercial	$15,150	4	Minivan	no	$0	0	No	0	7	Highly Urban/ Urban
418	0	0.00000	0	57	0	10	$33,707	No	$0	z_No	z_F	<High School	z_Blue Collar	40	Commercial	$27,520	12	Pickup	no	$0	0	No	0	1	z_Highly Rural/ Rural
419	1	1650.00000	1	37	2	0	$0	Yes	$0	z_No	z_F	<High School	Student	18	Private	$1,500	3	z_SUV	no	$0	0	No	3	1	Highly Urban/ Urban
421	1	14833.61490	0	49	0	13	$28,592	No	$183,206	Yes	M	<High School	Clerical	31	Commercial	$9,260	1	Pickup	no	$39,892	3	Yes	6	1	Highly Urban/ Urban
422	1	1796.00000	0	42	2	13	$64,766	No	$263,986	Yes	z_F	z_High School	z_Blue Collar	20	Commercial	$11,840	18	z_SUV	no	$44,414	1	Yes	1	1	Highly Urban/ Urban
423	0	0.00000	0	38	0	8	$81,447	No	$275,745	Yes	M	Bachelors	z_Blue Collar	36	Commercial	$15,820	6	Minivan	yes	$0	0	No	0	9	z_Highly Rural/ Rural
424	0	0.00000	0	55	0	14	$81,188	No	$296,244	z_No	M	Bachelors	Professional	45	Commercial	$39,190	9	Panel Truck	no	$0	0	No	3	NA	Highly Urban/ Urban
425	1	4057.00000	1	37	2	11	$62,426	No	$209,548	Yes	z_F	Bachelors	Manager	20	Private	$11,440	13	z_SUV	no	$981	1	No	0	NA	Highly Urban/ Urban
426	1	5177.00000	0	25	1	12	$40,095	Yes	$0	z_No	M	z_High School	Clerical	38	Commercial	$22,720	3	Panel Truck	yes	$1,992	2	No	6	9	Highly Urban/ Urban
427	0	0.00000	0	44	0	5	$87,072	No	$234,367	Yes	M	Bachelors	Professional	21	Private	$14,820	10	Minivan	no	$0	0	No	0	15	Highly Urban/ Urban
428	0	0.00000	0	20	0	7	$19,933	No	$105,715	z_No	z_F	z_High School	z_Blue Collar	19	Commercial	$15,400	4	z_SUV	yes	$4,148	1	No	5	9	Highly Urban/ Urban
429	1	5287.00000	1	40	2	7	$52,423	No	$150,723	Yes	z_F	z_High School	z_Blue Collar	30	Private	$7,420	6	Sports Car	no	$0	0	No	2	1	Highly Urban/ Urban
430	1	1444.00000	0	32	1	12	$76,985	Yes	$0	z_No	M	Masters		37	Private	$19,500	7	Van	yes	$6,762	1	No	4	15	Highly Urban/ Urban
431	0	0.00000	0	35	0	0	$0	No	$0	Yes	z_F	<High School	Student	17	Private	$5,000	10	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
432	0	0.00000	0	37	0	11	$80,997	No	$0	z_No	M	Bachelors	z_Blue Collar	47	Commercial	$16,290	11	Van	yes	$0	0	No	0	7	Highly Urban/ Urban
433	0	0.00000	0	58	0	NA	$37,528	No	$185,996	Yes	M	Masters		26	Commercial	$11,050	6	Pickup	no	$41,833	3	Yes	5	NA	Highly Urban/ Urban
435	1	3008.00000	0	54	0	NA	$62,215	No	$244,460	Yes	z_F	z_High School	z_Blue Collar	30	Commercial	$21,840	1	Sports Car	no	$6,600	2	No	3	5	Highly Urban/ Urban
436	0	0.00000	0	39	3	12	$54,714	No	$152,044	Yes	M	z_High School	z_Blue Collar	42	Commercial	$5,400	3	Minivan	no	$0	0	No	1	1	Highly Urban/ Urban
437	1	3943.00000	0	49	0	8	$37,356	No	$133,175	Yes	M	z_High School	z_Blue Collar	63	Commercial	$6,400	1	Pickup	yes	$7,993	1	No	7	6	Highly Urban/ Urban
438	0	0.00000	0	48	0	NA	$0	No	$0	Yes	z_F	z_High School	Student	25	Commercial	$6,300	1	z_SUV	no	$0	0	No	0	10	z_Highly Rural/ Rural
439	1	2316.00000	0	42	0	13	$28,341	No	$124,838	Yes	M	<High School	Clerical	45	Commercial	$8,530	4	Pickup	yes	$3,710	3	No	7	1	Highly Urban/ Urban
441	0	0.00000	0	56	0	13	$27,968	No	$156,795	Yes	z_F	z_High School	Clerical	20	Private	$8,260	4	z_SUV	no	$0	0	No	0	10	z_Highly Rural/ Rural
442	1	5051.00000	0	48	0	6	$52,275	No	$169,104	Yes	M	Bachelors	Professional	57	Private	$14,060	1	Minivan	no	$3,868	1	No	3	6	Highly Urban/ Urban
443	1	6245.00000	0	21	0	5	$40,022	No	$0	z_No	z_F	Bachelors	Manager	67	Private	$9,360	6	Sports Car	yes	$0	0	No	0	1	Highly Urban/ Urban
444	0	0.00000	0	33	3	12	$46,453	No	$166,667	Yes	M	<High School	z_Blue Collar	47	Private	$6,150	10	Minivan	no	$0	0	No	1	5	Highly Urban/ Urban
445	0	0.00000	1	38	1	NA	$122,492	Yes		z_No	z_F	Bachelors	Professional	22	Private	$33,250	18	Pickup	no	$0	0	No	4	1	Highly Urban/ Urban
446	0	0.00000	0	33	3	7	$22,899	Yes	$126,382	z_No	M	<High School	Clerical	19	Private	$7,090	6	Pickup	yes	$0	0	No	0	5	z_Highly Rural/ Rural
447	0	0.00000	0	51	0	11	$124,550	No	$330,451	Yes	M	Masters	Lawyer	37	Private	$38,290	7	Minivan	no	$0	0	No	1	10	Highly Urban/ Urban
448	0	0.00000	0	45	0	12	$100,822	No	$290,668	Yes	M	Bachelors	Professional	5	Private	$8,310	12	Minivan	no	$0	0	No	0	7	Highly Urban/ Urban
449	1	2872.00000	0	40	0	5	$57,063	No	$0	z_No	z_F	Masters	Professional	46	Private	$16,250	10	Sports Car	no	$0	0	No	0	19	Highly Urban/ Urban
451	0	0.00000	0	50	0	7	$116,403	No	$0	z_No	M	Bachelors	z_Blue Collar	21	Commercial	$26,520	1	Panel Truck	yes	$2,659	1	No	1	NA	Highly Urban/ Urban
452	0	0.00000	0	39	0	12	$87,562	No	$0	z_No	M	Bachelors	Manager	26	Commercial	$10,260	10	Pickup	yes	$0	0	No	0	14	Highly Urban/ Urban
454	0	0.00000	0	39	0	0	$0	No	$0	z_No	z_F	z_High School	Home Maker	46	Private	$5,400	4	z_SUV	no	$5,338	3	No	5	NA	Highly Urban/ Urban
455	0	0.00000	0	19	2	0	$0	No	$106,041	Yes	z_F	<High School	Student	25	Private	$9,100	5	z_SUV	no	$5,289	2	No	1	1	z_Highly Rural/ Rural
456	0	0.00000	0	49	0	7	$40,452	No	$184,692	Yes	M	Bachelors	z_Blue Collar	25	Commercial	$21,600	9	Minivan	yes	$0	0	No	1	7	z_Highly Rural/ Rural
457	0	0.00000	0	33	3	12	$14,369	No	$142,305	Yes	z_F	<High School	Clerical	37	Private	$6,240	4	z_SUV	no	$0	0	No	0	6	z_Highly Rural/ Rural
458	0	0.00000	0	43	1	11	$176,021	No	$446,011	Yes	M	Masters		35	Commercial	$29,330	1	Panel Truck	no	$0	0	No	0	20	Highly Urban/ Urban
459	0	0.00000	0	48	0	9	$43,095	No		Yes	M	z_High School	z_Blue Collar	39	Commercial	$10,850	6	Pickup	yes	$7,219	3	No	3	1	Highly Urban/ Urban
460	0	0.00000	0	45	2	15	$70,982	No	$220,008	Yes	M	z_High School	Clerical	5	Private	$13,660	6	z_SUV	no	$0	0	No	2	6	Highly Urban/ Urban
461	0	0.00000	0	39	0	10	$76,150	No	$219,917	Yes	M	Bachelors	z_Blue Collar	39	Commercial	$14,010	6	Minivan	no	$0	0	No	5	8	z_Highly Rural/ Rural
462	1	1347.00000	0	32	0	12	$52,469	No	$0	z_No	M	z_High School	z_Blue Collar	21	Commercial	$4,700	4	Pickup	no	$0	0	Yes	1	9	z_Highly Rural/ Rural
463	0	0.00000	2	45	2	13	$103,087	No	$237,957	Yes	M	Masters	Manager	28	Private	$18,230	6	Minivan	yes	$0	0	No	1	9	Highly Urban/ Urban
467	0	0.00000	0	51	0	0	$0	No	$0	Yes	z_F	<High School	Student	10	Private	$16,180	7	z_SUV	no	$0	0	No	0	6	Highly Urban/ Urban
468	0	0.00000	0	36	0	11	$48,710	No	$0	z_No	z_F	<High School	Clerical	59	Private	$9,970	10	z_SUV	no	$18,331	1	No	4	5	z_Highly Rural/ Rural
469	1	4997.00000	1	72	2	18	$27,625	No	$162,415	Yes	z_F	<High School	Clerical	32	Private	$18,960	6	Sports Car	no	$8,571	1	No	8	1	Highly Urban/ Urban
470	0	0.00000	0	51	0	12	$27,940	No	$0	z_No	M	<High School	z_Blue Collar	20	Private	$21,010	10	Van	yes	$4,652	3	Yes	2	6	Highly Urban/ Urban
471	0	0.00000	1	39	1	13	$54,298	No	$217,992	Yes	z_F	Bachelors	Clerical	21	Private	$14,480	4	Minivan	no	$0	0	No	0	9	Highly Urban/ Urban
472	0	0.00000	0	34	3	NA	$88,760	Yes	$0	z_No	z_F	Bachelors	Professional	56	Private	$20,460	1	z_SUV	no	$0	0	No	0	NA	z_Highly Rural/ Rural
474	0	0.00000	0	45	1	8	$45,105	No	$181,896	Yes	M	Masters		37	Commercial	$17,540	14	Van	yes	$36,562	3	Yes	4	9	Highly Urban/ Urban
475	1	8662.00000	2	36	3	13	$28,326	No	$145,411	Yes	z_F	<High School	Clerical	37	Commercial	$26,280	7	Pickup	no	$39,535	3	Yes	2	8	Highly Urban/ Urban
477	0	0.00000	0	32	2	13	$17,545	Yes	$0	z_No	M	z_High School	Clerical	46	Commercial	$8,240	10	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
480	0	0.00000	0	57	0	NA	$159,517	No	$456,583	z_No	M	PhD	Lawyer	43	Private	$23,150	4	Minivan	no	$0	0	No	2	17	Highly Urban/ Urban
481	0	0.00000	0	47	0	8	$28,172	No	$175,173	Yes	z_F	z_High School	Home Maker	27	Private	$13,970	7	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
482	0	0.00000	1	36	1	13	$60,097	No	$173,562	Yes	z_F	z_High School	z_Blue Collar	40	Commercial	$28,040	11	Pickup	no	$0	0	No	1	1	Highly Urban/ Urban
483	0	0.00000	0	43	3	11	$19,219	Yes	$0	z_No	z_F	<High School	z_Blue Collar	53	Commercial	$10,470	11	z_SUV	no	$0	0	No	4	1	Highly Urban/ Urban
484	0	0.00000	0	46	0	11	$107,677	No		z_No	z_F	PhD	Doctor	42	Private	$17,820	1	Sports Car	no	$0	0	Yes	0	16	Highly Urban/ Urban
485	0	0.00000	0	41	0	6	$43,889	No	$0	z_No	z_F	Bachelors	Clerical	29	Private	$18,010	4	z_SUV	no	$0	0	No	1	7	z_Highly Rural/ Rural
486	0	0.00000	0	55	0	18	$49,627	No	$255,967	Yes	M	z_High School	z_Blue Collar	49	Commercial	$11,550	1	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
487	1	5952.00000	0	63	0	15	$26,921	No	$140,455	Yes	z_F	Bachelors	Manager	19	Private	$14,360	1	z_SUV	no	$30,288	1	Yes	2	11	Highly Urban/ Urban
488	1	5252.00000	0	45	3	12	$13,891	No	$64,530	Yes	z_F	<High School	Clerical	47	Private	$7,390	1	z_SUV	no	$1,546	2	No	4	8	Highly Urban/ Urban
489	1	5440.00000	0	35	0	13	$64,488	No		Yes	M	z_High School	z_Blue Collar	37	Commercial	$21,820	1	Van	yes	$1,144	3	No	5	7	Highly Urban/ Urban
490	0	0.00000	0	60	0	15	$163,014	No	$421,250	Yes	z_F	Bachelors	Professional	35	Private	$23,800	1	Pickup	no	$0	0	No	0	8	Highly Urban/ Urban
491	0	0.00000	0	51	0	10	$72,900	No	$0	z_No	z_F	Bachelors	Professional	39	Private	$6,600	1	z_SUV	no	$0	0	No	0	NA	Highly Urban/ Urban
492	0	0.00000	0	43	3	0	$0	No	$0	Yes	z_F	z_High School	Student	30	Commercial	$19,790	1	Minivan	no	$8,251	3	No	1	1	Highly Urban/ Urban
494	1	7719.00000	0	33	2	9	$31,675	No	$159,621	Yes	z_F	z_High School	z_Blue Collar	25	Commercial	$9,130	7	Sports Car	no	$32,882	1	Yes	6	1	Highly Urban/ Urban
495	0	0.00000	3	37	3	9	$6,857	Yes	$86,075	z_No	z_F	z_High School	Home Maker	35	Private	$12,540	1	z_SUV	no	$3,452	1	No	1	7	z_Highly Rural/ Rural
496	1	8289.00000	1	39	2	7	$66,367	No		Yes	z_F	z_High School	z_Blue Collar	35	Commercial	$5,560	1	Sports Car	no	$2,949	2	No	3	1	Highly Urban/ Urban
498	0	0.00000	0	48	0	12	$93,658	No	$274,828	Yes	M	Bachelors	Professional	33	Commercial	$18,050	1	Van	yes	$0	0	No	0	10	Highly Urban/ Urban
499	0	0.00000	0	45	1	0	$0	No	$99,798	Yes	M	z_High School	Student	24	Private	$14,750	6	z_SUV	no	$0	0	No	0	7	z_Highly Rural/ Rural
500	1	2353.00000	0	56	2	17	$29,524	No	$198,107	Yes	z_F	<High School	z_Blue Collar	52	Private	$14,250	14	z_SUV	no	$0	0	No	1	7	Highly Urban/ Urban
501	0	0.00000	0	37	0	6	$70,495	No	$0	z_No	M	z_High School	z_Blue Collar	17	Private	$22,790	1	Minivan	no	$39,614	1	No	4	NA	Highly Urban/ Urban
502	0	0.00000	0	40	0	11	$180,525	No	$473,389	Yes	z_F	PhD	Manager	34	Private	$11,490	10	z_SUV	no	$0	0	No	2	13	Highly Urban/ Urban
506	0	0.00000	0	46	0	13	$27,669	No	$163,356	Yes	M	<High School	z_Blue Collar	45	Private	$8,870	1	Minivan	yes	$0	0	No	0	1	z_Highly Rural/ Rural
508	0	0.00000	0	43	0	10	$68,350	No	$204,797	Yes	z_F	Masters	Lawyer	36	Private	$22,570	6	z_SUV	no	$0	0	No	0	13	z_Highly Rural/ Rural
509	0	0.00000	0	64	0	11	$76,552	No	$229,237	Yes	z_F	Masters	Lawyer	26	Private	$7,900	7	Sports Car	no	$0	0	No	0	9	Highly Urban/ Urban
510	0	0.00000	0	46	0	11	$57,456	No	$207,400	Yes	M	Bachelors	Manager	32	Private	$12,520	6	Minivan	yes	$0	0	No	0	6	Highly Urban/ Urban
511	0	0.00000	2	39	3	17	$173,533	No	$445,428	Yes	M	Masters		36	Commercial	$25,210	10	Panel Truck	yes	$0	0	Yes	1	12	Highly Urban/ Urban
512	0	0.00000	0	69	0	14	$69,098	No	$249,026	Yes	M	Bachelors	Manager	57	Private	$15,310	4	z_SUV	yes	$0	0	No	3	11	Highly Urban/ Urban
514	0	0.00000	2	44	2	9	$65,134	No	$241,443	Yes	M	Bachelors	z_Blue Collar	15	Commercial	$12,410	6	Minivan	no	$0	0	No	0	NA	z_Highly Rural/ Rural
515	0	0.00000	0	44	0	7	$93,041	No	$278,760	Yes	M	Bachelors	z_Blue Collar	23	Commercial	$15,200	14	Minivan	yes	$16,255	2	No	1	5	Highly Urban/ Urban
516	0	0.00000	0	39	1	9	$69,516	No	$208,435	Yes	z_F	Bachelors	Clerical	37	Private	$11,470	1	z_SUV	no	$1,392	2	No	4	13	z_Highly Rural/ Rural
517	0	0.00000	0	56	0	15	$126,700	No	$316,939	Yes	z_F	Masters	Lawyer	36	Private	$23,980	16	Pickup	no	$0	0	Yes	4	11	Highly Urban/ Urban
518	0	0.00000	0	59	0	14		No	$268,617	Yes	M	PhD	Manager	35	Commercial	$16,400	4	Van	yes	$0	0	No	0	14	Highly Urban/ Urban
520	1	5457.00000	1	57	2	15	$34,116	Yes	$0	z_No	z_F	z_High School	Clerical	25	Private	$10,610	10	Sports Car	no	$34,041	3	Yes	1	7	Highly Urban/ Urban
523	0	0.00000	0	52	0	13	$65,465	No	$210,434	z_No	M	Masters	Manager	42	Private	$18,760	1	Van	yes	$5,372	3	No	6	10	Highly Urban/ Urban
524	0	0.00000	0	46	0	14	$56,849	No	$0	z_No	M	z_High School	z_Blue Collar	53	Commercial	$6,270	1	Pickup	yes	$6,418	2	No	2	1	Highly Urban/ Urban
525	0	0.00000	0	51	0	9	$46,201	No	$193,649	Yes	M	z_High School	z_Blue Collar	33	Commercial	$11,220	4	Pickup	yes	$0	0	No	0	9	z_Highly Rural/ Rural
526	0	0.00000	0	43	1	0	$0	Yes	$0	z_No	z_F	Masters	Home Maker	32	Private	$13,160	4	Sports Car	no	$10,412	1	No	6	13	Highly Urban/ Urban
527	0	0.00000	0	52	0	14	$125,662	No	$344,191	z_No	z_F	Masters	Lawyer	21	Private	$22,880	1	Minivan	no	$0	0	No	0	16	Highly Urban/ Urban
528	0	0.00000	0	43	3	15	$102,262	No	$266,234	Yes	z_F	Masters	Lawyer	47	Private	$15,490	9	z_SUV	no	$0	0	No	1	15	Highly Urban/ Urban
529	0	0.00000	0	47	0	11	$18,535	No	$136,413	Yes	z_F	Masters	Lawyer	47	Private	$11,750	1	Minivan	no	$0	0	No	4	17	Highly Urban/ Urban
530	0	0.00000	0	44	3	15	$29,502	No	$141,516	Yes	z_F	<High School	Clerical	30	Private	$28,750	4	Minivan	no	$37,130	1	No	2	2	Highly Urban/ Urban
531	0	0.00000	0	48	0	10	$93,303	No	$295,050	Yes	M	Masters	Lawyer	30	Private	$15,630	9	Minivan	yes	$6,031	3	No	5	1	Highly Urban/ Urban
532	1	4898.00000	0	33	0	11	$249	No	$0	z_No	z_F	z_High School	Student	30	Private	$10,590	11	z_SUV	no	$0	0	No	1	11	Highly Urban/ Urban
533	1	4046.00000	2	41	3	10	$24,862	Yes	$0	z_No	z_F	Bachelors	Student	26	Private	$7,790	1	Sports Car	no	$1,055	4	No	2	10	z_Highly Rural/ Rural
534	0	0.00000	0	49	0	14	$108,748	No	$322,394	Yes	z_F	<High School	z_Blue Collar	32	Private	$21,520	1	z_SUV	no	$0	0	No	1	7	Highly Urban/ Urban
535	1	2812.00000	0	50	0	0	$0	No	$113,870	Yes	z_F	z_High School	Home Maker	12	Private	$6,500	6	Sports Car	no	$0	0	No	0	NA	Highly Urban/ Urban
536	0	0.00000	0	42	0	10	$86,596	No	$251,362	Yes	M	Masters	Professional	32	Private	$15,280	10	Minivan	no	$0	0	No	0	16	Highly Urban/ Urban
537	0	0.00000	0	33	2	12	$92,904	Yes	$264,763	z_No	z_F	Bachelors	z_Blue Collar	30	Commercial	$14,060	10	z_SUV	no	$0	0	No	0	10	Highly Urban/ Urban
538	0	0.00000	0	42	1	12	$82,281	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	36	Commercial	$18,530	9	z_SUV	no	$14,552	1	No	6	10	z_Highly Rural/ Rural
539	1	5050.00000	0	41	3	11		No	$159,061	Yes	z_F	z_High School	Professional	35	Private	$9,170	6	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
540	0	0.00000	0	40	1	NA	$63,400	No	$242,530	Yes	z_F	z_High School	Clerical	58	Private	$27,080	4	Minivan	no	$0	0	No	0	NA	Highly Urban/ Urban
541	0	0.00000	0	51	0	13	$62,463	No	$269,190	Yes	z_F	Bachelors	z_Blue Collar	37	Commercial	$19,370	6	Minivan	no	$1,107	3	No	0	1	Highly Urban/ Urban
542	1	3782.00000	0	57	0	15	$25,761	No	$149,672	Yes	M	Bachelors	Clerical	57	Private	$11,940	1	Pickup	no	$4,792	1	No	8	11	Highly Urban/ Urban
543	1	3443.00000	0	42	0	11	$49,224	No	$155,963	Yes	M	z_High School	z_Blue Collar	29	Commercial	$27,460	1	Minivan	yes	$4,546	3	No	0	1	Highly Urban/ Urban
544	0	0.00000	0	46	0	10	$41,083	No	$177,527	Yes	z_F	z_High School	z_Blue Collar	21	Commercial	$12,810	10	z_SUV	no	$2,520	2	No	4	10	Highly Urban/ Urban
546	0	0.00000	0	52	0	12	$70,293	No	$271,091	Yes	z_F	Bachelors	Professional	34	Private	$33,440	7	Pickup	no	$0	0	No	0	6	Highly Urban/ Urban
547	0	0.00000	0	38	1	9	$34,319	No	$202,323	Yes	z_F	z_High School	Clerical	48	Private	$13,460	4	Minivan	no	$0	0	No	1	1	Highly Urban/ Urban
548	1	46858.30690	0	43	0	13	$22,623	No	$184,773	Yes	M	z_High School	Professional	15	Private	$8,060	1	Pickup	yes	$0	0	No	2	1	Highly Urban/ Urban
550	0	0.00000	0	54	0	16	$19,961	No	$69,660	Yes	z_F	z_High School	Home Maker	36	Private	$3,500	5	Sports Car	no	$0	0	No	0	3	z_Highly Rural/ Rural
552	1	1958.00000	0	27	2	11	$68,493	Yes	$217,494	z_No	M	Bachelors	z_Blue Collar	22	Commercial	$20,180	1	Van	no	$0	0	No	0	5	Highly Urban/ Urban
553	0	0.00000	0	56	0	12	$278	No	$91,930	Yes	z_F	z_High School	Student	58	Commercial	$26,150	1	Pickup	no	$49,641	2	No	0	8	Highly Urban/ Urban
554	0	0.00000	0	48	0	8	$137,411	No	$391,680	z_No	M	Bachelors	z_Blue Collar	22	Commercial	$11,940	10	Pickup	yes	$0	0	No	0	4	Highly Urban/ Urban
555	0	0.00000	0	47	0	NA	$44,963	No	$160,317	Yes	M	Masters	Lawyer	33	Private	$11,610	5	Minivan	yes	$0	0	No	5	14	z_Highly Rural/ Rural
558	1	1736.00000	0	33	1	11	$25,544	Yes	$0	z_No	z_F	<High School	z_Blue Collar	29	Private	$4,050	1	Sports Car	no	$3,971	2	No	0	1	Highly Urban/ Urban
561	1	1412.55161	0	50	0	13	$94,589	No	$276,150	Yes	M	<High School	z_Blue Collar	8	Private	$6,500	11	Minivan	no	$0	0	No	2	1	Highly Urban/ Urban
562	0	0.00000	0	48	0	10	$116,063	No	$346,587	z_No	M	Bachelors	Manager	48	Commercial	$8,370	6	Pickup	yes	$0	0	No	1	8	Highly Urban/ Urban
563	0	0.00000	0	33	1	0	$0	No	$99,663	Yes	z_F	z_High School	Home Maker	41	Private	$11,980	1	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
564	0	0.00000	0	53	0	12	$16,536	No	$133,204	Yes	z_F	Bachelors	Home Maker	24	Private	$3,150	3	z_SUV	no	$1,335	2	No	0	6	Highly Urban/ Urban
565	0	0.00000	0	58	0	0	$0	No	$111,793	Yes	z_F	Bachelors	Home Maker	29	Private	$8,650	4	z_SUV	no	$5,240	4	No	0	12	Highly Urban/ Urban
567	0	0.00000	0	49	0	12	$66,972	No	$0	z_No	M	z_High School	Professional	17	Private	$24,760	10	Minivan	yes	$6,813	5	No	0	8	Highly Urban/ Urban
568	1	1036.00000	0	40	2	13	$50,537	No	$193,855	Yes	z_F	z_High School	z_Blue Collar	39	Commercial	$28,960	1	Van	no	$1,613	1	No	2	8	Highly Urban/ Urban
570	0	0.00000	0	38	2	11	$282,292	Yes		z_No	M	PhD	Lawyer	40	Private	$33,530	4	Minivan	no	$0	0	No	4	17	z_Highly Rural/ Rural
571	0	0.00000	0	49	0	13	$83,569	No	$249,804	Yes	M	Bachelors	Manager	23	Private	$6,500	1	Pickup	no	$44,932	1	Yes	0	7	Highly Urban/ Urban
572	1	6827.00000	0	39	0	6		No	$0	z_No	z_F	Masters	Lawyer	51	Private	$12,880	3	Minivan	no	$0	0	Yes	0	NA	z_Highly Rural/ Rural
574	1	1842.21089	0	27	4	13	$50,139	No	$167,990	Yes	z_F	z_High School	z_Blue Collar	22	Private	$9,210	1	z_SUV	no	$1,271	2	No	3	1	Highly Urban/ Urban
575	0	0.00000	0	48	0	14	$74,597	No	$300,560	Yes	M	Bachelors	z_Blue Collar	25	Commercial	$15,730	4	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
576	1	8798.00000	0	47	0	NA	$92,543	No	$236,446	Yes	M	Masters		52	Commercial	$25,250	6	Panel Truck	no	$30,450	2	Yes	4	9	Highly Urban/ Urban
577	0	0.00000	1	38	2	13	$15,755	No	$112,616	Yes	z_F	<High School	z_Blue Collar	32	Commercial	$14,440	4	Minivan	no	$1,413	1	No	0	1	z_Highly Rural/ Rural
580	0	0.00000	0	46	0	12	$5,420	No	$0	z_No	M	<High School	Student	29	Private	$12,780	1	Minivan	no	$0	0	No	3	5	z_Highly Rural/ Rural
581	0	0.00000	0	50	0	11	$109,786	No	$348,666	Yes	z_F	z_High School	Professional	35	Private	$9,440	1	Minivan	no	$0	0	No	0	8	Highly Urban/ Urban
583	0	0.00000	0	24	1	13	$23,109	No	$93,445	Yes	z_F	Bachelors	Clerical	34	Private	$6,210	14	z_SUV	yes	$5,876	1	No	2	13	Highly Urban/ Urban
584	1	5636.00000	0	37	0	6	$53,895	No	$161,774	Yes	M	Bachelors	Clerical	44	Commercial	$11,250	17	Pickup	no	$0	0	No	0	11	Highly Urban/ Urban
585	0	0.00000	0	38	2	14		No	$152,554	Yes	z_F	z_High School	Clerical	41	Private	$9,450	6	z_SUV	no	$1,584	3	No	0	7	Highly Urban/ Urban
586	1	3414.00000	0	43	2	12	$60,973	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	56	Commercial	$5,800	1	Sports Car	no	$0	0	Yes	1	8	Highly Urban/ Urban
587	0	0.00000	0	46	0	8		No	$162,243	Yes	z_F	z_High School	z_Blue Collar	17	Commercial	$10,990	4	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
588	1	7161.00000	0	36	0	10	$85,731	No	$0	z_No	z_F	Bachelors	z_Blue Collar	13	Commercial	$21,660	10	Pickup	no	$4,002	2	No	1	3	Highly Urban/ Urban
589	0	0.00000	0	50	0	12	$34,703	No	$162,958	z_No	M	z_High School	z_Blue Collar	31	Commercial	$9,970	10	Minivan	no	$651	3	No	2	6	Highly Urban/ Urban
590	0	0.00000	0	31	0	3	$57,017	No	$202,880	z_No	M	Masters		45	Private	$10,870	6	Pickup	yes	$0	0	No	0	14	Highly Urban/ Urban
591	1	26305.26053	0	47	0	0	$0	No	$0	Yes	M	z_High School	Student	35	Commercial	$11,610	7	Pickup	yes	$19,545	1	Yes	0	1	z_Highly Rural/ Rural
592	1	5717.00000	1	42	2	11	$14,166	Yes	$0	z_No	z_F	<High School	Student	36	Private	$23,280	6	Minivan	no	$0	0	No	3	5	Highly Urban/ Urban
593	0	0.00000	0	44	2	9	$66,069	Yes		z_No	M	Bachelors	Manager	19	Commercial	$22,700	9	Panel Truck	yes	$5,117	2	No	3	12	Highly Urban/ Urban
594	0	0.00000	0	59	0	0	$0	No	$113,739	Yes	z_F	Bachelors	Home Maker	52	Private	$11,480	10	z_SUV	no	$0	0	Yes	2	12	z_Highly Rural/ Rural
595	0	0.00000	0	40	2	15	$36,846	No	$138,850	Yes	M	PhD	Manager	65	Private	$9,180	7	Pickup	no	$2,743	1	No	3	1	Highly Urban/ Urban
597	0	0.00000	0	40	0	11	$164,807	No	$0	z_No	M	PhD	Doctor	22	Private	$5,500	1	Pickup	yes	$0	0	No	0	17	Highly Urban/ Urban
600	0	0.00000	0	45	0	11		No	$276,390	Yes	M	Masters	Lawyer	11	Private	$14,060	1	Minivan	yes	$0	0	No	0	9	Highly Urban/ Urban
601	0	0.00000	0	58	0	0	$0	No	$0	Yes	M	z_High School	Student	29	Commercial	$7,300	4	Pickup	yes	$3,485	3	No	8	1	z_Highly Rural/ Rural
603	0	0.00000	0	46	0	12	$3,929	No	$69,208	Yes	z_F	PhD	Home Maker	56	Private	$1,500	6	z_SUV	no	$0	0	No	2	18	z_Highly Rural/ Rural
604	0	0.00000	0	32	4	14	$2,270	No		Yes	M	<High School	Student	41	Private	$1,730	1	Minivan	yes	$0	0	Yes	1	8	Highly Urban/ Urban
606	1	465.00468	0	47	0	15	$91,221	No	$263,877	Yes	z_F	Bachelors	z_Blue Collar	31	Commercial	$1,500	4	Sports Car	no	$5,385	2	No	2	7	Highly Urban/ Urban
607	0	0.00000	0	44	2	12	$6,035	Yes	$0	z_No	M	<High School	Student	29	Private	$6,500	10	Pickup	yes	$23,949	1	Yes	6	1	Highly Urban/ Urban
608	1	5016.00000	0	44	0	10	$146,338	No	$0	z_No	M	Masters		21	Commercial	$22,620	1	Panel Truck	no	$37,211	3	Yes	3	10	Highly Urban/ Urban
609	0	0.00000	1	46	0	8	$109,874	No	$319,629	Yes	M	Bachelors	z_Blue Collar	72	Private	$19,450	6	z_SUV	no	$0	0	No	2	6	Highly Urban/ Urban
610	0	0.00000	0	55	0	8	$245,498	No	$0	z_No	M	PhD		13	Commercial	$33,790	1	Panel Truck	yes	$7,531	2	No	1	18	Highly Urban/ Urban
611	0	0.00000	0	52	0	13	$255,823	No	$0	z_No	z_F	PhD	Manager	54	Commercial	$47,030	6	Panel Truck	no	$0	0	No	3	NA	Highly Urban/ Urban
612	0	0.00000	0	43	2	7	$33,703	No	$87,190	Yes	z_F	PhD	Home Maker	5	Private	$19,010	1	z_SUV	no	$1,159	3	No	0	9	Highly Urban/ Urban
613	0	0.00000	0	52	0	11	$12,363	No		Yes	M	<High School	Clerical	42	Private	$2,740	13	Minivan	no	$0	0	Yes	0	1	Highly Urban/ Urban
614	0	0.00000	0	51	0	10	$8,900	No	$80,818	Yes	z_F	z_High School	Home Maker	65	Private	$11,600	1	Minivan	no	$0	0	No	1	1	z_Highly Rural/ Rural
615	1	3354.00000	0	47	0	12	$47,235	No	$205,801	z_No	M	z_High School	z_Blue Collar	27	Private	$10,920	4	Pickup	yes	$9,933	2	No	2	1	Highly Urban/ Urban
616	0	0.00000	0	52	0	10	$27,019	No	$142,929	z_No	z_F	Bachelors	Professional	59	Private	$9,400	16	Sports Car	no	$0	0	No	1	13	z_Highly Rural/ Rural
618	0	0.00000	0	41	0	10	$198,600	No	$460,196	Yes	z_F	PhD	Manager	5	Private	$19,480	6	z_SUV	no	$0	0	No	2	12	Highly Urban/ Urban
620	0	0.00000	0	67	0	15	$2,558	No	$0	Yes	M	z_High School	Student	41	Commercial	$1,500	1	z_SUV	yes	$0	0	No	2	1	Highly Urban/ Urban
621	0	0.00000	0	43	0	14	$30,037	No	$166,871	Yes	M	<High School	z_Blue Collar	5	Private	$11,920	3	Pickup	yes	$25,664	3	Yes	3	1	Highly Urban/ Urban
622	1	1368.00000	0	36	3	15	$79,457	Yes	$213,122	z_No	z_F	Bachelors	Professional	34	Private	$5,100	1	z_SUV	no	$0	0	No	1	8	Highly Urban/ Urban
623	1	3998.00000	0	58	0	14	$37,991	No		z_No	z_F	z_High School	Manager	23	Private	$14,000	4	Sports Car	no	$0	0	Yes	2	1	Highly Urban/ Urban
624	0	0.00000	0	37	1	12	$64,020	Yes	$0	z_No	z_F	Bachelors	Professional	42	Private	$15,620	4	Minivan	no	$0	0	No	1	10	Highly Urban/ Urban
625	0	0.00000	0	44	0	11	$108,412	No	$0	z_No	M	PhD	Doctor	47	Private	$1,500	1	Minivan	no	$7,859	1	No	0	18	Highly Urban/ Urban
626	0	0.00000	0	51	0	7	$94,082	No	$255,867	Yes	M	Bachelors	Manager	57	Private	$15,140	9	Minivan	yes	$0	0	No	2	9	Highly Urban/ Urban
627	0	0.00000	0	28	2	9	$54,005	No	$164,212	Yes	z_F	Bachelors	z_Blue Collar	46	Commercial	$1,500	1	Sports Car	no	$0	0	No	0	7	z_Highly Rural/ Rural
628	0	0.00000	0	50	0	12	$26,748	No	$122,059	z_No	M	<High School	z_Blue Collar	25	Commercial	$31,770	6	Panel Truck	no	$7,808	3	No	2	6	Highly Urban/ Urban
629	0	0.00000	0	44	0	12	$92,673	No	$294,311	Yes	M	Masters		20	Commercial	$11,020	10	Pickup	no	$0	0	No	2	14	Highly Urban/ Urban
631	0	0.00000	0	41	0	13	$104,652	No	$277,713	Yes	M	Masters	Professional	25	Commercial	$24,660	9	Panel Truck	yes	$0	0	No	0	9	Highly Urban/ Urban
632	0	0.00000	0	42	3	10	$89,052	No	$213,519	Yes	z_F	Bachelors	z_Blue Collar	12	Commercial	$15,550	10	z_SUV	no	$0	0	No	0	6	z_Highly Rural/ Rural
633	1	3854.00000	0	37	2	13	$133,335	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	15	Commercial	$21,740	1	z_SUV	no	$975	2	No	6	13	Highly Urban/ Urban
635	0	0.00000	0	32	2	15	$77,222	No		Yes	M	z_High School	Professional	36	Private	$12,420	4	Minivan	no	$0	0	No	2	9	z_Highly Rural/ Rural
636	1	4611.02393	0	38	2	14	$58,833	No	$193,644	Yes	M	Bachelors	z_Blue Collar	41	Commercial	$17,680	1	Van	yes	$0	0	Yes	2	10	Highly Urban/ Urban
637	0	0.00000	1	42	3	13	$58,797	Yes	$0	z_No	M	PhD		5	Commercial	$19,980	4	Van	yes	$1,310	2	No	4	23	Highly Urban/ Urban
638	0	0.00000	1	42	2	10	$32,526	No	$165,588	Yes	z_F	<High School	Clerical	38	Private	$20,150	1	Pickup	no	$0	0	No	0	5	Highly Urban/ Urban
639	0	0.00000	1	44	2	14	$13,587	No	$130,260	Yes	z_F	z_High School	Home Maker	43	Private	$7,260	6	Sports Car	no	$0	0	No	0	6	z_Highly Rural/ Rural
640	0	0.00000	0	46	0	13		No	$140,734	Yes	M	z_High School	z_Blue Collar	50	Commercial	$11,700	1	Pickup	yes	$0	0	No	0	NA	z_Highly Rural/ Rural
641	0	0.00000	3	44	3	12	$24,197	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	44	Commercial	$3,920	1	Sports Car	no	$0	0	No	2	7	z_Highly Rural/ Rural
642	0	0.00000	0	37	1	7	$111,183	Yes	$314,817	z_No	z_F	Bachelors	Professional	67	Private	$12,420	10	Sports Car	no	$0	0	No	0	8	Highly Urban/ Urban
644	0	0.00000	0	48	0	14	$48,866	No	$185,826	Yes	z_F	Bachelors	Professional	36	Private	$26,400	3	Pickup	no	$0	0	No	0	8	Highly Urban/ Urban
646	0	0.00000	0	52	0	14	$207,687	No	$510,742	Yes	M	Masters		26	Commercial	$35,160	1	Panel Truck	no	$0	0	No	0	16	Highly Urban/ Urban
648	1	9162.09636	0	40	0	9	$5,253	No	$77,463	z_No	z_F	z_High School	Student	23	Commercial	$23,600	4	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
650	0	0.00000	0	62	0	15	$37,018	No	$0	z_No	z_F	Bachelors	Professional	60	Private	$5,200	4	Sports Car	no	$0	0	No	0	NA	Highly Urban/ Urban
651	0	0.00000	0	45	0	13	$32,722	No		Yes	z_F	z_High School	Clerical	49	Private	$4,770	10	Sports Car	no	$0	0	No	1	6	Highly Urban/ Urban
652	1	3829.00000	0	32	3	8		Yes	$193,566	z_No	z_F	Bachelors	Clerical	43	Private	$7,080	4	Sports Car	no	$0	0	No	0	11	Highly Urban/ Urban
653	0	0.00000	0	42	0	9	$54,178	No	$176,935	z_No	z_F	z_High School	z_Blue Collar	39	Commercial	$5,700	11	z_SUV	no	$0	0	No	1	8	z_Highly Rural/ Rural
654	0	0.00000	0	33	0	0	$0	No	$0	z_No	z_F	z_High School	Home Maker	31	Private	$4,900	4	Sports Car	no	$1,992	2	No	1	10	Highly Urban/ Urban
655	0	0.00000	1	43	2	16	$45,348	No	$198,638	Yes	z_F	z_High School	Clerical	16	Private	$10,330	1	Sports Car	no	$0	0	No	1	1	Highly Urban/ Urban
659	0	0.00000	1	43	2	13	$45,784	No	$165,388	Yes	M	<High School	z_Blue Collar	79	Commercial	$14,820	7	Minivan	no	$0	0	No	0	6	Highly Urban/ Urban
660	0	0.00000	0	47	0	10	$114,507	No	$0	z_No	z_F	Masters	Lawyer	27	Private	$6,200	7	z_SUV	no	$900	1	No	1	18	Highly Urban/ Urban
661	1	3844.00000	0	44	1	11	$48,374	No	$215,391	Yes	M	z_High School	z_Blue Collar	48	Commercial	$34,640	1	Panel Truck	no	$0	0	No	0	8	Highly Urban/ Urban
662	0	0.00000	0	50	0	11		No	$481,028	z_No	M	PhD		12	Commercial	$8,300	7	Pickup	no	$1,161	2	No	8	20	Highly Urban/ Urban
663	0	0.00000	0	48	0	13	$70,682	No	$263,905	Yes	z_F	z_High School	z_Blue Collar	25	Commercial	$13,370	3	Minivan	no	$11,976	2	No	5	1	Highly Urban/ Urban
664	0	0.00000	0	42	0	10		No	$51,401	Yes	z_F	<High School	Home Maker	41	Private	$7,340	1	Sports Car	no	$0	0	No	0	9	Highly Urban/ Urban
665	0	0.00000	0	51	0	NA	$40,862	No	$0	z_No	M	Bachelors	Professional	14	Commercial	$30,800	14	Panel Truck	no	$3,919	3	No	4	11	Highly Urban/ Urban
666	0	0.00000	0	32	1	8	$63,720	Yes	$0	z_No	M	Bachelors	Professional	21	Commercial	$18,010	3	Van	yes	$39,833	2	Yes	6	9	Highly Urban/ Urban
668	0	0.00000	0	52	0	12	$188,148	No	$0	z_No	z_F	PhD	Lawyer	19	Private	$6,700	4	Sports Car	no	$0	0	No	0	11	Highly Urban/ Urban
669	0	0.00000	0	41	0	10	$19,816	No	$142,622	Yes	M	<High School	Clerical	37	Private	$11,590	6	Minivan	no	$0	0	No	0	5	z_Highly Rural/ Rural
670	0	0.00000	0	39	0	5	$123,064	No	$306,644	z_No	z_F	z_High School	z_Blue Collar	7	Commercial	$5,400	1	z_SUV	no	$0	0	No	2	10	z_Highly Rural/ Rural
671	1	2595.00000	0	27	0	8		No	$0	z_No	z_F	<High School	z_Blue Collar	35	Commercial	$24,340	1	Pickup	no	$4,599	1	No	2	4	Highly Urban/ Urban
672	1	5951.18282	0	53	0	12	$48,587	No	$0	z_No	M	z_High School	z_Blue Collar	61	Commercial	$19,300	6	Van	no	$4,390	3	No	3	6	Highly Urban/ Urban
673	0	0.00000	0	48	0	10	$27,208	No	$0	z_No	z_F	z_High School	Student	64	Private	$10,150	6	z_SUV	no	$18,535	1	No	3	7	Highly Urban/ Urban
674	0	0.00000	0	52	0	13	$152,004	No	$406,183	Yes	z_F	Masters	Lawyer	29	Private	$6,700	11	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
675	0	0.00000	0	38	0	10	$106,267	No	$0	z_No	M	Bachelors	Professional	37	Private	$14,810	1	Minivan	yes	$0	0	No	0	NA	Highly Urban/ Urban
676	0	0.00000	0	53	0	14	$47,625	No	$161,743	Yes	M	<High School	z_Blue Collar	53	Private	$15,780	9	Minivan	no	$8,386	1	No	4	6	Highly Urban/ Urban
677	0	0.00000	0	40	0	9	$5,253	No	$77,463	z_No	z_F	z_High School	Student	23	Commercial	$8,140	18	Sports Car	no	$0	0	No	3	1	Highly Urban/ Urban
678	0	0.00000	0	49	0	7	$173,242	No	$420,092	Yes	z_F	PhD	Manager	40	Private	$6,400	10	z_SUV	no	$0	0	Yes	0	20	Highly Urban/ Urban
679	0	0.00000	0	59	0	0	$0	No	$0	z_No	M	Bachelors	Home Maker	42	Commercial	$30,430	6	Panel Truck	no	$1,511	1	No	0	9	Highly Urban/ Urban
680	0	0.00000	0	34	1	14	$5,017	No	$0	Yes	z_F	z_High School	Home Maker	76	Private	$8,220	4	z_SUV	no	$0	0	No	1	9	z_Highly Rural/ Rural
681	0	0.00000	0	52	0	12	$78,609	No	$281,358	z_No	M	Bachelors	Professional	37	Private	$18,910	1	Van	yes	$0	0	No	0	11	z_Highly Rural/ Rural
682	1	22134.28420	0	35	0	11	$85,430	No	$0	z_No	z_F	Bachelors	z_Blue Collar	14	Commercial	$13,540	1	z_SUV	no	$8,062	2	No	2	1	Highly Urban/ Urban
683	0	0.00000	0	46	0	13	$161,372	No	$0	z_No	z_F	Masters	Lawyer	36	Private	$22,240	6	z_SUV	no	$6,724	2	No	4	9	Highly Urban/ Urban
684	0	0.00000	0	56	0	15	$134,166	No	$324,905	Yes	z_F	Masters	Manager	45	Private	$20,520	6	Minivan	no	$0	0	No	0	12	Highly Urban/ Urban
685	1	60838.10394	0	48	0	11	$81,084	No	$0	z_No	z_F	Bachelors	Professional	42	Private	$27,360	1	Sports Car	no	$2,860	1	No	4	9	Highly Urban/ Urban
686	1	2705.00000	0	36	0	12	$204,373	No		Yes	M	PhD		20	Commercial	$5,100	6	Pickup	no	$3,423	3	No	0	20	Highly Urban/ Urban
687	0	0.00000	0	30	3	14	$40,889	No	$147,629	Yes	z_F	z_High School	Clerical	28	Private	$29,990	3	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
688	1	16840.12083	3	62	3	16	$33,995	No	$136,008	Yes	M	<High School	z_Blue Collar	42	Private	$7,700	4	z_SUV	yes	$8,002	3	No	4	1	Highly Urban/ Urban
689	0	0.00000	0	50	0	11	$113,845	No	$0	z_No	M	z_High School	Clerical	18	Private	$12,880	1	Minivan	yes	$0	0	No	1	1	Highly Urban/ Urban
690	1	4423.00000	0	55	0	10	$39,405	No	$161,357	Yes	M	Masters		28	Commercial	$10,940	1	Pickup	yes	$0	0	Yes	1	14	Highly Urban/ Urban
691	0	0.00000	0	52	0	11	$5,109	No	$0	z_No	z_F	z_High School	Home Maker	5	Private	$2,010	6	Sports Car	no	$0	0	No	0	3	z_Highly Rural/ Rural
694	1	9893.00000	0	46	0	13	$57,933	No	$202,659	z_No	z_F	Masters	Lawyer	7	Private	$16,620	1	z_SUV	no	$0	0	No	0	NA	Highly Urban/ Urban
695	0	0.00000	0	46	0	12	$9,537	No	$113,805	Yes	z_F	Masters	Home Maker	18	Private	$10,760	1	Minivan	no	$5,624	3	No	3	13	Highly Urban/ Urban
696	1	5494.69770	0	24	1	12	$94,566	Yes	$239,142	z_No	z_F	Masters		34	Private	$3,900	1	z_SUV	no	$0	0	No	2	16	Highly Urban/ Urban
697	1	5386.00000	0	55	0	13		No	$315,515	z_No	z_F	PhD	Home Maker	5	Private	$21,270	6	Sports Car	no	$2,622	1	No	2	20	Highly Urban/ Urban
701	0	0.00000	0	33	1	10	$39,584	Yes		z_No	z_F	Bachelors	z_Blue Collar	40	Commercial	$10,260	14	z_SUV	no	$0	0	No	0	4	Highly Urban/ Urban
702	0	0.00000	0	56	0	12	$95,259	No	$320,094	Yes	z_F	Bachelors	z_Blue Collar	25	Commercial	$11,030	4	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
703	0	0.00000	0	49	0	8	$76,399	No	$225,768	Yes	M	z_High School	z_Blue Collar	44	Commercial	$14,040	7	Minivan	no	$32,239	2	Yes	5	1	Highly Urban/ Urban
705	0	0.00000	0	52	0	14	$57,134	No		Yes	M	z_High School	Professional	41	Commercial	$8,430	4	Pickup	yes	$0	0	No	2	8	Highly Urban/ Urban
706	1	5190.00000	0	60	0	11		No	$290,875	z_No	M	Masters		44	Commercial	$22,780	4	Panel Truck	yes	$8,400	1	No	0	22	Highly Urban/ Urban
710	0	0.00000	0	30	4	14	$53,140	No		Yes	z_F	Bachelors	Clerical	16	Private	$6,810	9	z_SUV	no	$36,267	1	No	0	13	Highly Urban/ Urban
711	0	0.00000	0	36	2	14	$80,765	No	$191,252	Yes	M	Masters	Lawyer	29	Private	$13,840	3	Minivan	yes	$0	0	No	1	9	Highly Urban/ Urban
712	0	0.00000	0	30	0	12	$80,872	No	$285,859	Yes	M	Bachelors	Professional	27	Private	$29,580	10	Minivan	yes	$0	0	No	0	7	z_Highly Rural/ Rural
715	0	0.00000	0	62	0	15	$39,953	No	$181,434	Yes	M	PhD	Doctor	5	Private	$14,740	1	z_SUV	yes	$8,006	2	No	0	1	Highly Urban/ Urban
717	1	5109.00000	0	59	0	11	$8,213	No	$0	z_No	z_F	z_High School	Home Maker	61	Private	$8,840	6	z_SUV	no	$2,479	3	No	6	5	Highly Urban/ Urban
719	0	0.00000	0	46	0	13	$49,838	No	$159,152	Yes	M	z_High School	Clerical	15	Private	$11,080	6	Minivan	yes	$0	0	No	0	9	Highly Urban/ Urban
720	1	2424.00000	0	30	3	11	$75,891	No	$222,952	Yes	M	Masters		33	Commercial	$4,500	4	Pickup	no	$3,919	1	No	1	20	Highly Urban/ Urban
721	0	0.00000	2	42	2	17	$69,465	No	$200,108	Yes	M	Bachelors	z_Blue Collar	35	Commercial	$15,770	1	Minivan	yes	$0	0	No	0	6	z_Highly Rural/ Rural
723	0	0.00000	0	57	0	NA	$104,257	No		Yes	z_F	PhD	Doctor	32	Private	$7,650	4	z_SUV	no	$0	0	Yes	0	8	Highly Urban/ Urban
724	0	0.00000	0	46	0	0	$0	No	$0	z_No	z_F	z_High School	Student	23	Commercial	$10,080	1	z_SUV	no	$0	0	No	0	10	z_Highly Rural/ Rural
725	0	0.00000	0	43	4	11	$69,651	No	$272,225	Yes	M	z_High School	z_Blue Collar	50	Commercial	$19,210	10	Van	yes	$0	0	No	0	7	Highly Urban/ Urban
726	0	0.00000	0	50	0	12	$92,237	No	$0	z_No	M	Bachelors	z_Blue Collar	56	Commercial	$15,720	13	Minivan	yes	$0	0	No	3	11	z_Highly Rural/ Rural
727	1	27495.93045	1	42	1	9	$61,995	Yes	$0	z_No	z_F	Bachelors	Professional	52	Private	$36,080	1	Minivan	no	$0	0	No	3	8	Highly Urban/ Urban
728	0	0.00000	0	42	0	7	$178,453	No	$450,858	Yes	z_F	Masters	Lawyer	29	Private	$24,790	6	z_SUV	no	$0	0	No	1	17	Highly Urban/ Urban
730	1	5862.00000	1	38	2	11	$22,938	Yes	$0	z_No	z_F	z_High School	Clerical	38	Private	$14,170	4	z_SUV	no	$9,785	2	No	0	1	z_Highly Rural/ Rural
732	0	0.00000	0	56	0	9	$29,401	No	$195,993	Yes	z_F	z_High School	Clerical	43	Private	$18,350	14	z_SUV	no	$0	0	No	0	6	z_Highly Rural/ Rural
734	0	0.00000	0	43	0	10		No	$0	z_No	z_F	<High School	Clerical	50	Private	$14,080	4	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
735	0	0.00000	0	52	0	10	$47,417	No	$229,556	z_No	M	Masters	Lawyer	61	Private	$8,840	10	Minivan	no	$0	0	No	0	13	Highly Urban/ Urban
736	0	0.00000	0	42	0	12	$91,845	No	$261,848	Yes	z_F	Masters	Professional	41	Private	$33,490	11	z_SUV	no	$0	0	No	0	19	Highly Urban/ Urban
737	1	3960.00000	0	32	0	10	$16,118	No	$0	z_No	z_F	<High School	z_Blue Collar	44	Private	$6,380	1	z_SUV	no	$7,223	1	No	4	1	Highly Urban/ Urban
738	0	0.00000	0	42	0	13	$172,119	No	$429,985	Yes	M	PhD	Manager	26	Commercial	$7,580	16	Pickup	no	$0	0	No	0	12	Highly Urban/ Urban
739	0	0.00000	0	27	3	15	$52,335	No	$187,295	Yes	M	Bachelors	Clerical	24	Private	$9,430	18	Minivan	no	$0	0	No	0	7	Highly Urban/ Urban
740	0	0.00000	0	38	2	10	$40,180	No	$164,346	Yes	z_F	Masters	Home Maker	23	Private	$3,320	1	Sports Car	no	$0	0	No	0	2	z_Highly Rural/ Rural
741	0	0.00000	0	46	0	11	$89,657	No	$267,839	z_No	z_F	Bachelors	Professional	39	Private	$11,070	1	z_SUV	no	$0	0	No	1	10	Highly Urban/ Urban
742	0	0.00000	1	38	1	14	$39,338	Yes	$0	z_No	M	z_High School	z_Blue Collar	28	Commercial	$9,230	4	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
743	0	0.00000	1	41	1	0	$0	No	$132,571	Yes	z_F	Masters	Home Maker	21	Private	$5,600	16	Sports Car	no	$4,263	3	No	0	17	Highly Urban/ Urban
744	1	1226.00000	0	41	0	10	$50,331	No	$0	z_No	z_F	Bachelors	z_Blue Collar	23	Commercial	$18,870	4	Pickup	no	$5,581	2	No	7	1	Highly Urban/ Urban
745	0	0.00000	0	42	1	6	$68,984	Yes	$219,684	z_No	M	<High School	Professional	46	Private	$1,500	6	Minivan	yes	$0	0	Yes	4	5	Highly Urban/ Urban
749	0	0.00000	0	44	0	9	$70,914	No	$0	z_No	z_F	Bachelors	z_Blue Collar	69	Commercial	$5,900	7	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
750	0	0.00000	0	55	0	13	$28,196	No	$147,611	z_No	z_F	z_High School	Clerical	27	Private	$16,340	6	Minivan	no	$0	0	No	0	6	z_Highly Rural/ Rural
751	0	0.00000	0	39	0	10	$198,320	No	$494,094	Yes	M	z_High School	z_Blue Collar	20	Private	$38,910	6	Minivan	yes	$0	0	No	1	1	Highly Urban/ Urban
752	0	0.00000	0	56	0	6		No	$242,441	Yes	z_F	Masters	Lawyer	13	Private	$29,040	4	Minivan	no	$0	0	No	0	14	Highly Urban/ Urban
754	0	0.00000	0	45	0	7	$155,990	No	$405,671	Yes	z_F	Masters	Lawyer	30	Private	$6,000	4	z_SUV	no	$0	0	No	0	11	Highly Urban/ Urban
755	0	0.00000	0	50	0	14	$5,041	No	$85,437	z_No	z_F	Masters	Home Maker	5	Commercial	$13,620	10	Pickup	no	$0	0	No	0	15	Highly Urban/ Urban
756	0	0.00000	0	56	0	NA	$84,186	No	$266,968	Yes	M	Masters	Manager	45	Private	$15,520	7	Minivan	no	$0	0	No	0	19	Highly Urban/ Urban
758	1	4402.00000	0	36	0	0	$0	No	$68,436	z_No	z_F	PhD	Home Maker	62	Private	$2,680	6	Sports Car	no	$0	0	No	0	21	Highly Urban/ Urban
759	0	0.00000	0	31	1	8	$2,177	Yes	$0	z_No	M	z_High School	Student	24	Private	$13,150	4	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
760	0	0.00000	0	40	0	8	$55,258	No	$182,917	z_No	M	z_High School	z_Blue Collar	37	Commercial	$13,860	10	Minivan	no	$6,474	2	No	3	1	Highly Urban/ Urban
761	0	0.00000	0	44	0	14	$25,588	No	$119,825	Yes	M	<High School	z_Blue Collar	30	Private	$14,830	5	Minivan	yes	$0	0	No	2	4	Highly Urban/ Urban
762	1	5722.00000	0	54	0	8	$55,742	No	$186,013	Yes	z_F	z_High School	z_Blue Collar	52	Commercial	$15,810	10	z_SUV	no	$9,718	3	Yes	2	9	Highly Urban/ Urban
764	1	6220.00000	0	54	0	14	$81,438	No	$0	z_No	z_F	Masters	Lawyer	39	Private	$15,040	4	Sports Car	no	$0	0	No	0	16	Highly Urban/ Urban
765	0	0.00000	2	40	2	13	$45,777	No	$199,049	Yes	M	Bachelors	Clerical	78	Commercial	$16,990	7	Van	yes	$0	0	No	4	11	z_Highly Rural/ Rural
766	0	0.00000	0	38	0	10	$98,120	No	$0	z_No	z_F	Bachelors	z_Blue Collar	22	Commercial	$16,090	3	z_SUV	no	$2,982	3	No	2	12	Highly Urban/ Urban
768	1	2962.10177	1	42	2	10	$36,230	Yes	$158,234	z_No	z_F	<High School	z_Blue Collar	42	Private	$6,480	4	z_SUV	no	$9,773	2	No	1	5	Highly Urban/ Urban
769	0	0.00000	0	43	0	12	$37,384	No	$196,790	Yes	M	z_High School	Manager	51	Private	$9,540	6	Pickup	yes	$0	0	No	4	NA	Highly Urban/ Urban
770	0	0.00000	0	41	0	10	$36,339	No	$217,475	Yes	z_F	z_High School	z_Blue Collar	40	Commercial	$25,980	6	Pickup	no	$0	0	No	2	13	Highly Urban/ Urban
771	0	0.00000	0	45	3	18	$77,865	No	$209,526	Yes	z_F	<High School	z_Blue Collar	14	Private	$27,170	7	Minivan	no	$0	0	No	1	7	Highly Urban/ Urban
772	0	0.00000	0	53	0	11	$97,706	No	$0	z_No	M	Masters		48	Commercial	$18,020	9	Van	yes	$0	0	No	0	10	Highly Urban/ Urban
773	0	0.00000	0	53	0	15	$63,049	No	$197,046	Yes	M	Bachelors	Professional	40	Private	$13,010	6	Minivan	yes	$1,402	1	No	6	12	Highly Urban/ Urban
775	1	4405.00000	0	32	1	14	$42,667	Yes		z_No	M	Bachelors	Professional	30	Commercial	$8,130	6	Pickup	yes	$5,398	1	No	3	1	Highly Urban/ Urban
777	0	0.00000	0	42	3	NA	$43,444	Yes	$190,220	z_No	z_F	z_High School	Manager	33	Private	$28,060	7	Minivan	no	$0	0	No	1	8	Highly Urban/ Urban
778	1	5378.00000	1	42	1	12	$71,686	Yes	$0	z_No	z_F	Bachelors	Professional	37	Private	$12,870	10	Sports Car	no	$5,982	2	No	2	10	Highly Urban/ Urban
779	0	0.00000	0	41	0	0	$0	No	$105,303	Yes	z_F	Masters	Home Maker	60	Private	$5,600	1	z_SUV	no	$0	0	No	0	19	z_Highly Rural/ Rural
780	0	0.00000	1	39	3	14	$46,878	No	$176,582	Yes	z_F	Bachelors	Clerical	27	Private	$13,740	7	z_SUV	no	$0	0	No	1	9	Highly Urban/ Urban
781	0	0.00000	0	27	0	8	$78,197	No	$229,920	Yes	z_F	Masters	Manager	12	Private	$18,040	13	Pickup	no	$0	0	No	0	12	Highly Urban/ Urban
782	0	0.00000	1	43	1	11	$84,342	No	$289,734	Yes	M	Masters	Lawyer	47	Private	$28,840	10	Minivan	no	$3,826	3	No	2	8	Highly Urban/ Urban
783	0	0.00000	0	45	1	9	$24,178	No	$115,381	Yes	z_F	<High School	Clerical	67	Private	$29,790	10	Minivan	no	$9,197	2	No	1	1	Highly Urban/ Urban
784	0	0.00000	0	43	0	11	$44,139	No	$149,105	z_No	z_F	z_High School	z_Blue Collar	40	Commercial	$13,910	1	z_SUV	no	$0	0	Yes	0	1	z_Highly Rural/ Rural
785	1	2044.21690	0	33	0	9	$69,641	No	$230,290	z_No	M	Bachelors	z_Blue Collar	33	Commercial	$22,680	1	Panel Truck	yes	$1,712	4	No	2	15	Highly Urban/ Urban
786	0	0.00000	0	48	0	15	$81,940	No	$263,363	Yes	z_F	z_High School	Manager	5	Private	$17,270	1	Sports Car	no	$17,691	1	Yes	6	1	Highly Urban/ Urban
787	0	0.00000	0	52	0	13	$16,005	No	$52,557	Yes	M	<High School	Clerical	38	Private	$11,570	7	Pickup	yes	$3,546	1	No	5	1	Highly Urban/ Urban
789	0	0.00000	0	55	0	15		No	$147,545	Yes	M	Bachelors	Professional	40	Commercial	$33,880	9	Panel Truck	yes	$6,822	2	No	3	9	Highly Urban/ Urban
790	0	0.00000	0	51	1	13	$46,381	No	$217,179	Yes	z_F	z_High School	Manager	18	Private	$20,130	12	z_SUV	no	$0	0	No	0	6	Highly Urban/ Urban
791	0	0.00000	0	47	0	8	$51,624	No	$0	z_No	M	z_High School	Clerical	24	Private	$20,500	1	Van	yes	$0	0	No	0	1	Highly Urban/ Urban
792	1	834.52069	0	28	0	9	$13,410	No	$0	Yes	M	z_High School	Student	27	Private	$4,500	7	Pickup	no	$5,575	2	No	2	10	Highly Urban/ Urban
793	0	0.00000	0	51	0	11	$61,666	No	$198,755	Yes	z_F	Bachelors	Manager	34	Private	$20,910	1	Pickup	no	$10,147	1	No	4	11	Highly Urban/ Urban
795	0	0.00000	0	47	0	12	$64,246	No	$233,450	Yes	M	Bachelors	Manager	34	Commercial	$7,200	1	Pickup	yes	$10,265	1	No	1	13	Highly Urban/ Urban
796	0	0.00000	0	40	2	9	$31,957	No	$143,354	Yes	M	<High School	Clerical	29	Private	$19,930	14	Van	yes	$0	0	No	0	1	Highly Urban/ Urban
797	1	4578.00000	0	30	2	11	$13,490	No	$95,447	Yes	M	z_High School	Student	5	Commercial	$5,850	10	Pickup	no	$31,401	3	Yes	1	1	Highly Urban/ Urban
798	0	0.00000	0	53	0	11	$82,266	No	$0	z_No	M	Masters	Lawyer	21	Private	$15,030	1	Minivan	yes	$0	0	No	1	16	Highly Urban/ Urban
800	0	0.00000	1	42	2	NA	$35,101	No	$150,376	Yes	z_F	Bachelors	Clerical	37	Private	$9,210	4	z_SUV	no	$0	0	No	2	16	z_Highly Rural/ Rural
801	0	0.00000	0	53	1	13	$52,019	No	$213,950	Yes	M	Bachelors	z_Blue Collar	52	Commercial	$16,940	3	Van	no	$32,115	1	No	0	11	Highly Urban/ Urban
802	0	0.00000	0	43	0	12	$2,346	No	$99,554	Yes	z_F	Bachelors	Student	25	Commercial	$24,590	1	Minivan	no	$33,218	3	No	0	7	Highly Urban/ Urban
804	0	0.00000	1	38	2	15	$40,342	No	$189,439	Yes	z_F	Bachelors	Clerical	5	Private	$8,230	1	z_SUV	no	$0	0	No	1	14	z_Highly Rural/ Rural
805	0	0.00000	0	41	2	13	$78,370	Yes	$230,394	z_No	z_F	Masters	Lawyer	42	Private	$21,340	11	Minivan	no	$0	0	No	0	12	z_Highly Rural/ Rural
808	0	0.00000	0	28	1	11	$70,029	No	$227,430	Yes	z_F	Masters		52	Private	$11,300	11	z_SUV	no	$0	0	No	0	10	Highly Urban/ Urban
809	0	0.00000	0	35	2	13	$35,907	Yes	$160,171	z_No	z_F	z_High School	Clerical	53	Private	$8,590	4	z_SUV	no	$1,278	2	No	6	NA	z_Highly Rural/ Rural
810	0	0.00000	0	51	0	12	$37,721	No		z_No	M	z_High School	z_Blue Collar	23	Commercial	$11,750	1	Pickup	yes	$6,281	2	No	1	5	z_Highly Rural/ Rural
812	0	0.00000	0	47	0	9	$107,414	No	$0	z_No	z_F	Masters	Home Maker	50	Commercial	$21,220	7	Pickup	no	$8,295	2	No	2	17	Highly Urban/ Urban
813	0	0.00000	0	46	0	15	$45,109	No	$230,564	Yes	z_F	PhD	Doctor	31	Private	$26,780	4	Minivan	no	$0	0	No	1	18	Highly Urban/ Urban
814	0	0.00000	0	43	0	9	$21,913	No	$125,624	Yes	M	<High School	Clerical	26	Commercial	$7,990	6	Pickup	no	$4,748	3	No	1	4	Highly Urban/ Urban
815	0	0.00000	0	53	0	2	$55,890	No	$0	z_No	z_F	Masters	Lawyer	43	Private	$12,390	6	z_SUV	no	$6,668	1	No	4	19	Highly Urban/ Urban
817	0	0.00000	0	46	0	10	$70,307	No	$226,429	Yes	z_F	Bachelors	z_Blue Collar	36	Commercial	$22,210	1	z_SUV	no	$6,632	2	No	0	10	Highly Urban/ Urban
820	0	0.00000	0	47	0	10		No	$0	z_No	z_F	Masters	Lawyer	23	Private	$32,020	1	Minivan	no	$37,066	2	Yes	0	22	Highly Urban/ Urban
821	0	0.00000	0	55	0	15	$39,422	No	$173,117	Yes	z_F	z_High School	Clerical	32	Private	$18,150	1	Minivan	no	$0	0	No	0	8	Highly Urban/ Urban
822	1	9270.00000	0	50	0	3	$87,719	No	$0	z_No	M	Bachelors	z_Blue Collar	20	Commercial	$9,160	17	Minivan	no	$0	0	Yes	2	9	Highly Urban/ Urban
823	0	0.00000	0	55	0	12		No	$118,928	Yes	z_F	Bachelors	Home Maker	36	Private	$1,500	13	z_SUV	no	$0	0	No	1	8	z_Highly Rural/ Rural
824	1	5040.00000	0	40	0	11	$32,265	No	$0	z_No	z_F	z_High School	Clerical	46	Private	$8,730	3	Minivan	no	$3,979	1	No	7	1	Highly Urban/ Urban
825	0	0.00000	0	47	0	10	$55,821	No	$223,804	Yes	z_F	z_High School	Clerical	48	Private	$11,780	1	z_SUV	no	$7,822	3	No	0	1	Highly Urban/ Urban
826	0	0.00000	0	37	3	15	$98,655	No	$272,278	Yes	z_F	Masters	Lawyer	15	Private	$11,370	1	z_SUV	no	$0	0	No	5	13	Highly Urban/ Urban
827	0	0.00000	0	34	1	11	$35,136	No	$121,175	Yes	M	z_High School	Clerical	9	Private	$15,330	10	Minivan	yes	$0	0	No	1	1	Highly Urban/ Urban
828	0	0.00000	0	44	0	12		No	$228,990	z_No	M	<High School	Clerical	39	Commercial	$21,960	7	Van	yes	$0	0	No	0	1	z_Highly Rural/ Rural
829	0	0.00000	0	53	0	12	$167,661	No	$433,494	z_No	M	Masters		36	Commercial	$24,390	4	Panel Truck	no	$10,421	3	No	0	18	Highly Urban/ Urban
830	0	0.00000	0	37	0	10	$44,705	No	$159,710	Yes	M	Masters	Professional	21	Private	$12,990	6	Minivan	yes	$0	0	No	4	13	Highly Urban/ Urban
832	0	0.00000	0	53	0	13		No	$185,521	Yes	z_F	Bachelors	Professional	27	Private	$14,880	10	z_SUV	no	$0	0	Yes	1	6	Highly Urban/ Urban
833	1	4539.00000	0	56	0	13	$44,320	No	$166,535	Yes	z_F	Bachelors	Clerical	48	Commercial	$12,160	1	Pickup	no	$3,211	1	No	7	15	Highly Urban/ Urban
834	0	0.00000	0	52	0	13	$154,956	No	$0	z_No	M	Masters		39	Commercial	$26,910	10	Panel Truck	yes	$0	0	No	2	16	Highly Urban/ Urban
836	1	2010.64781	0	58	0	NA	$7,452	No	$0	z_No	z_F	z_High School	Student	30	Private	$8,050	1	z_SUV	no	$9,231	3	No	0	1	Highly Urban/ Urban
838	1	2408.00000	0	42	2	14	$73,694	No	$224,623	Yes	z_F	Bachelors	Professional	37	Private	$5,730	1	z_SUV	no	$0	0	Yes	0	11	Highly Urban/ Urban
839	0	0.00000	0	52	0	13	$57,536	No	$180,830	Yes	z_F	z_High School	Professional	74	Private	$17,130	6	Pickup	no	$0	0	No	0	6	z_Highly Rural/ Rural
840	1	2697.00000	2	45	3	9	$44,786	No	$175,534	Yes	z_F	z_High School	Clerical	5	Private	$10,480	13	z_SUV	no	$0	0	No	2	1	Highly Urban/ Urban
842	1	6098.00000	0	39	1	6	$56,014	No	$234,014	Yes	z_F	Bachelors	Professional	28	Private	$7,100	4	z_SUV	no	$0	0	No	0	NA	Highly Urban/ Urban
843	0	0.00000	0	47	0	12	$38,760	No	$215,332	z_No	z_F	Bachelors	Professional	17	Commercial	$27,820	6	Pickup	no	$0	0	No	1	12	z_Highly Rural/ Rural
844	0	0.00000	0	46	0	13	$52,955	No	$0	z_No	M	Bachelors	Professional	15	Private	$14,640	1	Minivan	yes	$0	0	No	0	9	Highly Urban/ Urban
845	0	0.00000	1	34	1	12	$33,197	No	$123,199	Yes	z_F	z_High School	Clerical	29	Private	$5,100	4	z_SUV	no	$0	0	No	0	6	Highly Urban/ Urban
847	0	0.00000	0	37	4	17	$22,699	Yes	$0	z_No	M	<High School	Clerical	35	Private	$7,470	1	Pickup	yes	$0	0	No	0	1	z_Highly Rural/ Rural
848	0	0.00000	0	46	0	10	$144,448	No	$370,578	z_No	z_F	Masters	Lawyer	34	Private	$12,130	1	z_SUV	no	$0	0	No	3	17	Highly Urban/ Urban
849	0	0.00000	0	30	1	12	$28,162	No	$137,585	Yes	M	<High School	Clerical	6	Private	$12,680	3	Minivan	yes	$49,131	1	Yes	0	7	Highly Urban/ Urban
850	0	0.00000	0	49	0	NA	$39,934	No	$178,681	Yes	z_F	z_High School	Clerical	54	Private	$11,750	4	z_SUV	no	$0	0	No	0	NA	z_Highly Rural/ Rural
851	0	0.00000	0	46	0	10	$33,333	No	$124,115	Yes	z_F	z_High School	Clerical	28	Private	$9,430	13	z_SUV	no	$0	0	No	0	NA	z_Highly Rural/ Rural
852	0	0.00000	0	41	2	17	$65,901	No	$243,198	Yes	M	PhD	Lawyer	16	Private	$16,570	6	Van	yes	$0	0	Yes	1	8	Highly Urban/ Urban
853	1	5834.72756	0	57	1	0	$0	No	$83,843	Yes	z_F	<High School	Home Maker	36	Private	$9,180	1	z_SUV	no	$2,933	2	No	8	1	Highly Urban/ Urban
854	1	1418.00000	2	40	3	16	$96,613	Yes	$296,274	z_No	z_F	Bachelors	Professional	30	Private	$24,010	1	Minivan	no	$4,426	2	No	3	5	Highly Urban/ Urban
855	0	0.00000	0	36	0	13	$46,195	No	$218,149	Yes	z_F	Bachelors	Clerical	25	Private	$20,530	3	Minivan	no	$0	0	No	0	14	z_Highly Rural/ Rural
857	0	0.00000	0	53	0	17		No	$344,629	Yes	z_F	PhD	Manager	43	Private	$6,800	1	z_SUV	no	$0	0	No	2	16	Highly Urban/ Urban
858	0	0.00000	0	39	1	6	$56,014	No	$234,014	Yes	z_F	Bachelors	Professional	28	Private	$23,370	1	Pickup	no	$0	0	Yes	0	NA	Highly Urban/ Urban
859	0	0.00000	0	28	0	8	$62,294	No	$177,386	z_No	M	z_High School	z_Blue Collar	43	Commercial	$18,370	7	Van	yes	$0	0	No	1	8	z_Highly Rural/ Rural
860	0	0.00000	0	46	0	14	$99,224	No	$274,393	Yes	M	Bachelors	z_Blue Collar	33	Commercial	$13,500	1	Minivan	no	$0	0	No	1	11	z_Highly Rural/ Rural
864	0	0.00000	0	53	0	15	$58,231	No	$176,785	Yes	M	Bachelors	Professional	58	Private	$1,500	4	Minivan	yes	$0	0	No	0	NA	Highly Urban/ Urban
866	0	0.00000	0	39	0	10	$31,869	No	$0	z_No	z_F	z_High School	Clerical	5	Private	$15,140	22	z_SUV	no	$8,431	1	No	4	7	Highly Urban/ Urban
867	0	0.00000	0	44	2	14	$57,857	Yes	$0	z_No	z_F	Bachelors	Professional	23	Private	$19,170	1	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
868	1	3338.00000	0	38	0	9	$57,890	No	$0	z_No	z_F	Bachelors	Clerical	19	Commercial	$25,280	1	Pickup	no	$0	0	Yes	2	13	Highly Urban/ Urban
869	0	0.00000	0	30	4	16	$42,579	No	$169,596	Yes	z_F	z_High School	z_Blue Collar	12	Commercial	$24,490	10	Pickup	no	$2,974	1	No	0	7	Highly Urban/ Urban
870	0	0.00000	0	44	0	4	$64,617	No	$0	z_No	z_F	z_High School	z_Blue Collar	46	Commercial	$12,360	4	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
872	0	0.00000	0	37	0	9	$101,863	No	$291,191	z_No	M	Bachelors	Professional	43	Commercial	$25,850	4	Panel Truck	yes	$0	0	No	0	5	Highly Urban/ Urban
873	1	2569.00000	0	24	1	7	$6,862	Yes	$0	z_No	z_F	Bachelors	Clerical	38	Private	$2,190	1	z_SUV	yes	$11,226	1	No	4	9	Highly Urban/ Urban
874	0	0.00000	0	44	0	14	$110,556	No	$345,278	Yes	z_F	Masters	Manager	41	Private	$14,090	6	z_SUV	no	$0	0	No	2	14	Highly Urban/ Urban
875	0	0.00000	0	57	0	15	$66,293	No	$242,648	Yes	M	Bachelors	Professional	7	Commercial	$27,370	6	Panel Truck	no	$0	0	No	0	7	Highly Urban/ Urban
876	1	3079.00000	0	52	0	0		No	$0	Yes	z_F	z_High School	Student	22	Private	$1,500	1	Sports Car	no	$0	0	No	0	7	Highly Urban/ Urban
877	0	0.00000	0	55	0	10	$7,231	No	$82,289	Yes	z_F	Masters	Lawyer	21	Private	$2,220	4	z_SUV	no	$26,871	1	Yes	2	12	Highly Urban/ Urban
878	0	0.00000	0	49	0	15	$95,637	No	$277,837	Yes	M	z_High School	z_Blue Collar	9	Commercial	$12,330	1	Minivan	yes	$0	0	No	1	1	Highly Urban/ Urban
882	0	0.00000	0	52	0	12	$82,599	No	$0	z_No	z_F	Masters	Lawyer	16	Private	$13,660	6	Minivan	no	$0	0	No	2	26	Highly Urban/ Urban
883	0	0.00000	0	51	1	15	$58,184	No	$231,102	Yes	z_F	z_High School	Manager	11	Private	$16,010	9	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
884	0	0.00000	0	51	0	11	$122,934	No	$0	z_No	z_F	Bachelors	Professional	38	Private	$28,140	1	Minivan	no	$4,992	2	No	6	11	Highly Urban/ Urban
886	0	0.00000	0	48	0	12	$80,657	No	$257,921	Yes	M	Bachelors	z_Blue Collar	42	Commercial	$14,370	13	Minivan	yes	$2,928	2	No	4	9	Highly Urban/ Urban
888	0	0.00000	0	48	0	10	$19,718	No	$126,038	Yes	z_F	<High School	Clerical	23	Private	$15,550	6	Minivan	no	$0	0	No	2	1	Highly Urban/ Urban
889	0	0.00000	0	45	2	0	$0	No	$115,797	Yes	M	<High School	Student	21	Private	$6,880	1	Pickup	yes	$0	0	No	0	7	Highly Urban/ Urban
890	0	0.00000	0	51	0	14	$77,728	No	$215,250	z_No	z_F	Bachelors	z_Blue Collar	43	Commercial	$14,370	10	z_SUV	no	$8,466	4	No	4	9	Highly Urban/ Urban
891	0	0.00000	0	53	0	16	$73,056	No	$0	z_No	M	Bachelors	Manager	34	Private	$14,110	9	Minivan	yes	$0	0	No	1	12	Highly Urban/ Urban
893	0	0.00000	0	46	0	10	$93,543	No	$0	z_No	z_F	Masters	Lawyer	54	Private	$24,430	1	Minivan	no	$43,170	2	No	6	16	Highly Urban/ Urban
894	0	0.00000	0	54	0	12	$1,590	No	$58,365	Yes	M	Masters	Lawyer	14	Private	$20,320	7	Van	yes	$0	0	No	0	16	Highly Urban/ Urban
895	0	0.00000	0	31	1	9	$17,645	No	$0	Yes	z_F	Bachelors	Student	32	Commercial	$4,600	6	z_SUV	no	$0	0	Yes	0	11	Highly Urban/ Urban
896	0	0.00000	0	47	0	13	$40,460	No	$0	z_No	z_F	Masters	z_Blue Collar	54	Commercial	$5,550	4	Sports Car	no	$0	0	No	1	16	z_Highly Rural/ Rural
897	0	0.00000	0	51	0	12	$15,542	No	$0	z_No	z_F	<High School	z_Blue Collar	14	Private	$3,050	10	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
899	0	0.00000	0	38	0	5	$25,123	No	$101,352	Yes	M	<High School	Student	52	Private	$11,710	1	Pickup	yes	$0	0	No	1	1	z_Highly Rural/ Rural
901	0	0.00000	0	47	0	14	$52,814	No	$217,253	Yes	M	z_High School	z_Blue Collar	20	Commercial	$11,480	1	Pickup	yes	$0	0	No	0	11	z_Highly Rural/ Rural
902	1	4011.00000	2	45	3	10	$116,018	No		Yes	M	Bachelors	Manager	25	Commercial	$17,600	4	Van	no	$16,545	1	Yes	2	4	Highly Urban/ Urban
903	0	0.00000	0	52	0	6	$147,666	No	$405,910	Yes	z_F	Masters	Lawyer	43	Private	$21,530	7	Minivan	no	$0	0	No	0	17	z_Highly Rural/ Rural
905	0	0.00000	0	50	0	11	$92,321	No	$317,665	Yes	M	Masters	Lawyer	28	Private	$11,660	6	Minivan	no	$0	0	No	0	10	Highly Urban/ Urban
907	0	0.00000	0	47	0	11	$86,434	No	$236,431	Yes	z_F	Masters	Manager	36	Private	$13,270	1	Minivan	no	$0	0	No	0	14	Highly Urban/ Urban
908	0	0.00000	0	27	1	9	$7,989	No	$59,185	Yes	z_F	z_High School	Home Maker	48	Private	$5,000	6	Sports Car	no	$0	0	No	2	1	z_Highly Rural/ Rural
909	0	0.00000	0	42	0	13	$129,274	No	$281,200	Yes	M	PhD		64	Commercial	$28,930	6	Panel Truck	yes	$0	0	No	3	22	Highly Urban/ Urban
911	0	0.00000	0	25	1	9	$24,234	No	$0	Yes	M	Bachelors	Student	46	Commercial	$6,420	1	Pickup	yes	$1,368	2	No	1	15	z_Highly Rural/ Rural
914	0	0.00000	0	46	0	NA	$0	No	$99,200	Yes	z_F	Bachelors	Home Maker	28	Private	$6,500	1	Sports Car	no	$6,913	3	No	2	10	Highly Urban/ Urban
915	0	0.00000	0	36	0	9	$64,677	No	$0	z_No	z_F	Masters	Lawyer	43	Private	$11,570	6	z_SUV	no	$8,190	2	No	5	23	Highly Urban/ Urban
916	0	0.00000	1	44	3	15	$74,483	No	$265,815	Yes	z_F	z_High School	Clerical	43	Private	$12,300	6	z_SUV	no	$0	0	No	0	5	z_Highly Rural/ Rural
917	0	0.00000	0	49	0	9	$117,252	No	$0	z_No	M	Masters	Lawyer	28	Private	$18,130	11	Van	yes	$6,494	2	No	0	15	Highly Urban/ Urban
918	1	3771.00000	1	41	2	15	$105,563	No	$306,854	Yes	z_F	Masters	Lawyer	23	Private	$27,520	7	Pickup	no	$35,585	2	Yes	0	18	Highly Urban/ Urban
920	0	0.00000	0	54	0	13	$63,212	No	$207,429	Yes	z_F	z_High School	Manager	38	Private	$13,220	1	z_SUV	no	$6,712	1	No	0	1	Highly Urban/ Urban
921	0	0.00000	0	46	0	14	$39,075	No	$170,744	Yes	z_F	Masters	Lawyer	8	Private	$26,000	1	Minivan	no	$0	0	No	3	18	Highly Urban/ Urban
922	0	0.00000	0	46	1	13	$62,886	Yes	$202,178	z_No	z_F	Bachelors	Professional	18	Private	$22,260	1	Minivan	no	$5,290	1	No	6	6	Highly Urban/ Urban
923	0	0.00000	1	40	3	14	$33,150	No	$146,180	Yes	M	z_High School	Clerical	23	Commercial	$20,990	4	Van	yes	$0	0	No	0	1	z_Highly Rural/ Rural
926	1	6868.00000	0	33	1	NA	$112,943	No	$307,155	Yes	z_F	PhD	Lawyer	29	Private	$16,090	2	Sports Car	no	$0	0	No	0	19	Highly Urban/ Urban
927	1	5811.00000	1	45	1	10	$36,365	Yes	$0	z_No	M	z_High School	Clerical	48	Private	$20,010	4	Minivan	no	$0	0	No	3	8	Highly Urban/ Urban
928	1	889.55567	2	36	2	10	$35,990	Yes	$0	z_No	M	z_High School	Clerical	34	Private	$13,840	6	Minivan	yes	$10,310	1	No	3	1	z_Highly Rural/ Rural
929	0	0.00000	0	50	0	12	$102,191	No	$308,402	Yes	M	Masters	Manager	55	Commercial	$19,380	11	Van	yes	$8,730	2	No	0	21	Highly Urban/ Urban
931	0	0.00000	1	44	1	12	$19,237	No	$129,516	Yes	z_F	<High School	Clerical	28	Private	$22,500	11	Minivan	no	$0	0	No	0	5	Highly Urban/ Urban
932	0	0.00000	0	46	0	8	$132,767	No	$348,409	Yes	M	Masters		20	Commercial	$23,910	13	Panel Truck	yes	$0	0	No	1	9	Highly Urban/ Urban
933	1	6755.00000	0	35	2	10	$99,325	Yes	$253,542	z_No	z_F	Bachelors	z_Blue Collar	40	Commercial	$20,870	9	z_SUV	no	$1,994	2	No	3	15	Highly Urban/ Urban
934	0	0.00000	0	47	0	11	$183,410	No	$407,959	Yes	M	Masters	Lawyer	44	Private	$1,500	4	Minivan	yes	$0	0	No	2	17	Highly Urban/ Urban
935	0	0.00000	0	59	3	18	$69,483	No	$255,868	Yes	M	Bachelors	z_Blue Collar	34	Commercial	$14,350	1	Minivan	yes	$0	0	No	1	12	z_Highly Rural/ Rural
936	0	0.00000	0	37	1	11	$55,341	No	$180,901	Yes	z_F	Masters	Lawyer	46	Private	$19,220	4	z_SUV	no	$12,204	1	No	0	17	Highly Urban/ Urban
937	0	0.00000	0	41	0	10	$130,607	No	$319,354	Yes	z_F	Masters	Lawyer	31	Private	$5,600	10	z_SUV	no	$0	0	No	3	21	Highly Urban/ Urban
938	0	0.00000	0	43	0	4	$135,157	No	$358,420	Yes	z_F	PhD	Doctor	31	Private	$20,470	6	z_SUV	no	$0	0	No	0	16	Highly Urban/ Urban
939	0	0.00000	0	30	2	11	$132,463	Yes	$362,176	z_No	M	Bachelors	Professional	38	Private	$14,820	6	Minivan	yes	$5,007	3	No	5	11	Highly Urban/ Urban
942	1	5455.00000	0	43	0	9	$215,536	No	$525,566	Yes	M	PhD		38	Commercial	$36,390	6	Panel Truck	yes	$0	0	No	1	13	Highly Urban/ Urban
943	1	6849.00000	0	50	0	9	$180,783	No	$486,015	Yes	z_F	PhD		42	Commercial	$36,690	1	Van	no	$0	0	No	1	16	Highly Urban/ Urban
944	0	0.00000	0	40	2	12	$71,237	No	$203,433	Yes	M	Bachelors	Clerical	25	Private	$12,620	1	Minivan	yes	$30,001	2	Yes	5	13	Highly Urban/ Urban
945	0	0.00000	0	49	0	6	$45,551	No	$239,831	z_No	M	Bachelors	Manager	34	Private	$16,460	17	Van	no	$5,545	2	No	2	NA	Highly Urban/ Urban
947	0	0.00000	0	51	0	16	$36,431	No	$170,380	Yes	M	z_High School	Clerical	51	Commercial	$18,050	6	Van	no	$0	0	No	1	1	z_Highly Rural/ Rural
948	0	0.00000	0	40	0	0	$0	No	$0	z_No	z_F	z_High School	Student	48	Commercial	$8,690	10	z_SUV	no	$0	0	No	0	10	z_Highly Rural/ Rural
950	1	20539.98130	0	33	2	14	$58,973	No	$197,613	Yes	M	z_High School	z_Blue Collar	26	Commercial	$10,580	1	Pickup	yes	$0	0	No	1	1	Highly Urban/ Urban
952	0	0.00000	3	37	3	10	$107,765	Yes	$309,216	z_No	M	Masters	Manager	14	Commercial	$24,440	4	Panel Truck	yes	$5,818	1	No	1	17	Highly Urban/ Urban
953	1	962.00000	0	35	2	13	$8,746	No	$127,941	Yes	z_F	z_High School	z_Blue Collar	50	Commercial	$5,370	1	z_SUV	no	$0	0	No	6	1	Highly Urban/ Urban
954	0	0.00000	0	26	0	9	$53,982	No	$152,641	Yes	z_F	Bachelors	z_Blue Collar	37	Commercial	$18,980	10	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
955	0	0.00000	1	42	4	15	$9,950	No	$0	Yes	z_F	z_High School	Student	37	Private	$6,690	11	z_SUV	no	$0	0	Yes	0	1	Highly Urban/ Urban
956	0	0.00000	0	35	0	8	$32,994	No	$142,226	z_No	z_F	<High School	z_Blue Collar	26	Private	$13,120	4	z_SUV	no	$0	0	No	3	1	Highly Urban/ Urban
957	0	0.00000	0	55	0	11	$44,427	No	$214,963	Yes	z_F	Bachelors	Manager	27	Private	$15,890	10	z_SUV	no	$0	0	No	0	11	Highly Urban/ Urban
958	0	0.00000	0	48	0	10	$87,020	No	$286,631	Yes	M	Bachelors	z_Blue Collar	39	Private	$15,790	4	Minivan	yes	$0	0	No	0	NA	Highly Urban/ Urban
959	1	4439.00000	0	49	0	0	$0	No	$0	z_No	z_F	Bachelors	Home Maker	52	Private	$6,400	3	z_SUV	no	$0	0	No	5	9	Highly Urban/ Urban
960	0	0.00000	0	37	1	9	$6,478	No	$114,124	Yes	z_F	z_High School	Student	43	Private	$5,300	1	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
961	0	0.00000	0	48	0	8	$117,338	No	$331,818	Yes	M	PhD		12	Commercial	$28,510	4	Panel Truck	yes	$0	0	Yes	0	20	Highly Urban/ Urban
963	1	2203.00000	0	55	0	13	$74,385	No		z_No	z_F	Bachelors	Professional	61	Private	$12,520	9	z_SUV	no	$8,533	1	Yes	7	12	z_Highly Rural/ Rural
964	0	0.00000	0	43	4	14		No	$181,625	Yes	M	<High School	z_Blue Collar	30	Private	$19,670	6	Van	yes	$0	0	No	0	8	Highly Urban/ Urban
965	0	0.00000	0	62	0	9	$133,130	No	$342,825	Yes	M	Masters		20	Commercial	$33,010	6	Pickup	yes	$0	0	No	0	20	Highly Urban/ Urban
968	0	0.00000	0	47	0	8	$76,134	No	$218,823	Yes	M	Bachelors	Professional	22	Private	$37,580	9	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
969	0	0.00000	0	36	1	4	$75,587	Yes	$0	z_No	M	Bachelors	z_Blue Collar	36	Commercial	$22,520	20	Van	no	$3,753	1	No	2	6	Highly Urban/ Urban
970	0	0.00000	0	44	1	NA	$48,088	No	$131,782	Yes	z_F	z_High School	z_Blue Collar	31	Commercial	$10,710	1	Minivan	no	$3,647	2	No	2	6	Highly Urban/ Urban
972	0	0.00000	0	48	0	11	$136,008	No	$0	z_No	M	Masters	Lawyer	34	Private	$30,280	10	Minivan	yes	$0	0	Yes	2	11	Highly Urban/ Urban
973	0	0.00000	0	31	3	12	$14,064	Yes	$0	z_No	M	<High School	Clerical	24	Private	$12,470	10	Minivan	yes	$9,237	2	No	2	5	Highly Urban/ Urban
974	0	0.00000	0	40	0	11	$83,999	No	$224,899	Yes	z_F	Masters	Lawyer	28	Private	$24,530	1	z_SUV	no	$0	0	No	0	14	Highly Urban/ Urban
975	1	2303.00000	0	40	1	13	$37,958	Yes	$0	z_No	M	Bachelors	Clerical	45	Private	$13,890	4	Minivan	no	$15,849	1	Yes	0	10	Highly Urban/ Urban
976	0	0.00000	2	39	2	0		No	$99,103	Yes	z_F	z_High School	Home Maker	46	Private	$13,840	6	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
977	1	5181.00000	0	33	1	11	$13,812	No		Yes	z_F	z_High School	Student	49	Private	$4,800	1	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
978	0	0.00000	0	37	0	11	$90,295	No	$240,194	Yes	z_F	Bachelors	Manager	25	Private	$14,890	12	z_SUV	no	$0	0	Yes	0	14	Highly Urban/ Urban
979	0	0.00000	0	51	0	14	$121,900	No	$392,573	Yes	M	Masters	Lawyer	56	Private	$14,740	1	Minivan	no	$5,519	1	No	4	15	Highly Urban/ Urban
980	0	0.00000	1	35	2	5	$71,424	Yes	$224,831	z_No	M	Masters	Lawyer	32	Private	$18,390	11	Minivan	yes	$0	0	No	1	21	Highly Urban/ Urban
985	0	0.00000	0	38	0	12	$97,821	No	$268,333	Yes	M	Masters	Manager	39	Private	$15,080	7	Minivan	no	$0	0	No	3	10	Highly Urban/ Urban
986	0	0.00000	0	48	0	15	$24,503	No	$141,398	z_No	M	<High School	z_Blue Collar	39	Commercial	$20,350	1	Van	yes	$0	0	No	0	8	z_Highly Rural/ Rural
987	1	2553.00000	0	41	0	9	$18,939	No	$0	z_No	M	<High School	z_Blue Collar	50	Private	$5,600	1	Minivan	no	$41,669	3	Yes	1	1	Highly Urban/ Urban
988	0	0.00000	0	44	0	13	$102,872	No	$345,288	z_No	M	Bachelors	Professional	38	Private	$5,960	7	Pickup	yes	$0	0	Yes	1	17	Highly Urban/ Urban
991	1	2398.00000	0	32	2	0	$0	Yes	$0	z_No	z_F	z_High School	Home Maker	28	Private	$10,120	1	z_SUV	no	$3,928	2	No	1	8	Highly Urban/ Urban
993	0	0.00000	0	25	0	0	$0	No		Yes	M	z_High School	Student	37	Private	$4,000	1	Minivan	yes	$4,920	1	No	3	1	z_Highly Rural/ Rural
994	1	5600.00000	0	48	0	12	$30,377	No	$137,865	Yes	z_F	z_High School	z_Blue Collar	29	Commercial	$6,300	1	z_SUV	no	$0	0	Yes	0	12	Highly Urban/ Urban
997	0	0.00000	0	36	3	15	$7,585	No	$75,925	Yes	M	<High School	Student	5	Private	$15,500	1	Minivan	yes	$6,826	2	No	7	1	Highly Urban/ Urban
999	0	0.00000	1	41	2	15	$44,224	No	$158,126	Yes	z_F	Bachelors	Clerical	74	Private	$11,710	4	Sports Car	no	$0	0	No	0	11	z_Highly Rural/ Rural
1000	0	0.00000	0	43	0	7	$83,550	No	$0	z_No	M	Bachelors	Professional	5	Commercial	$24,950	1	Panel Truck	no	$0	0	No	0	13	Highly Urban/ Urban
1002	0	0.00000	0	49	0	6	$8,252	No	$98,860	z_No	M	<High School	Student	42	Private	$6,400	6	Minivan	no	$0	0	No	0	6	z_Highly Rural/ Rural
1003	1	3282.00000	0	30	2	12	$106,722	Yes	$0	z_No	z_F	Bachelors	Manager	43	Private	$26,520	7	Sports Car	no	$0	0	No	0	13	Highly Urban/ Urban
1004	1	3337.00000	2	43	3	14	$12,284	No	$100,519	Yes	z_F	z_High School	Clerical	43	Private	$26,710	17	Pickup	no	$0	0	No	0	7	Highly Urban/ Urban
1005	0	0.00000	0	52	0	13	$92,182	No	$286,479	Yes	z_F	z_High School	z_Blue Collar	55	Commercial	$20,160	1	Minivan	no	$7,888	2	No	0	1	Highly Urban/ Urban
1006	0	0.00000	0	35	2	10	$49,299	No	$162,024	Yes	M	z_High School	z_Blue Collar	54	Private	$9,210	10	Pickup	no	$0	0	No	0	7	Highly Urban/ Urban
1009	1	20432.92333	2	42	2	8	$57,379	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	37	Commercial	$9,420	6	Sports Car	no	$5,858	2	No	2	1	Highly Urban/ Urban
1010	1	6075.00000	0	41	2	13		Yes	$0	z_No	z_F	z_High School	Clerical	35	Private	$11,830	4	z_SUV	no	$7,645	2	No	1	1	Highly Urban/ Urban
1011	0	0.00000	0	46	0	5	$40,264	No	$116,913	Yes	z_F	Masters	Professional	5	Private	$17,940	6	Minivan	no	$0	0	No	0	10	Highly Urban/ Urban
1012	0	0.00000	0	24	4	NA	$0	Yes	$0	z_No	M	z_High School	Student	58	Commercial	$3,900	14	Minivan	yes	$0	0	No	3	6	z_Highly Rural/ Rural
1013	1	3753.00000	1	42	2	9	$44,661	No		Yes	z_F	Masters	Lawyer	51	Private	$25,750	1	z_SUV	no	$7,637	2	No	3	9	Highly Urban/ Urban
1014	0	0.00000	0	45	0	NA	$78,796	No	$236,707	Yes	M	Masters	Lawyer	24	Private	$15,950	7	Minivan	no	$0	0	No	0	15	Highly Urban/ Urban
1015	1	2804.00000	0	23	3	10	$27,239	Yes	$0	z_No	M	z_High School	Clerical	53	Private	$6,520	3	Pickup	yes	$0	0	No	5	1	Highly Urban/ Urban
1017	0	0.00000	0	37	2	9	$591	No	$0	Yes	z_F	<High School	Student	42	Private	$11,370	1	Sports Car	no	$0	0	No	4	5	z_Highly Rural/ Rural
1018	0	0.00000	0	45	2	6	$131,148	Yes	$0	z_No	M	Bachelors	Professional	19	Private	$28,400	7	Minivan	no	$0	0	No	0	8	Highly Urban/ Urban
1019	0	0.00000	0	65	0	0	$0	No	$110,627	Yes	z_F	PhD	Home Maker	43	Private	$16,830	6	z_SUV	no	$0	0	No	0	13	z_Highly Rural/ Rural
1020	0	0.00000	0	45	3	14	$227,092	Yes	$544,976	z_No	M	PhD	Manager	11	Commercial	$31,370	1	Panel Truck	yes	$0	0	No	0	20	Highly Urban/ Urban
1021	0	0.00000	0	45	2	13	$103,093	No	$323,805	Yes	M	Masters	Professional	31	Private	$14,830	6	Minivan	yes	$0	0	No	0	16	Highly Urban/ Urban
1023	0	0.00000	0	45	0	9	$107,537	No	$295,463	Yes	M	Masters	Lawyer	30	Private	$16,820	4	Van	yes	$0	0	No	0	12	Highly Urban/ Urban
1024	0	0.00000	0	55	0	12	$87,793	No	$285,139	Yes	M	Masters	Manager	60	Commercial	$38,340	4	Panel Truck	no	$0	0	No	0	16	Highly Urban/ Urban
1025	1	2088.00000	1	42	3	13	$42,891	No	$197,173	Yes	z_F	z_High School	Clerical	26	Private	$22,150	15	z_SUV	no	$3,790	2	No	0	6	Highly Urban/ Urban
1026	1	2479.00000	0	43	0	12	$66,101	No	$247,991	Yes	z_F	Masters	Lawyer	42	Private	$12,410	1	z_SUV	no	$0	0	No	0	14	Highly Urban/ Urban
1028	0	0.00000	0	54	0	16	$19,394	No	$158,811	Yes	M	Masters	Manager	51	Private	$11,550	10	Pickup	yes	$0	0	No	0	9	Highly Urban/ Urban
1029	0	0.00000	0	49	0	16	$70,497	No	$198,019	Yes	z_F	Bachelors	Professional	5	Private	$6,400	4	z_SUV	no	$0	0	No	3	11	Highly Urban/ Urban
1030	1	4544.00000	0	26	3	11	$28,726	No	$119,210	Yes	M	z_High School	Clerical	40	Private	$17,370	1	Van	no	$7,081	3	No	0	9	z_Highly Rural/ Rural
1031	1	9863.15915	0	30	0	11	$112,687	No	$292,964	z_No	M	z_High School	Manager	24	Private	$12,770	1	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
1034	0	0.00000	0	59	0	13	$83,937	No	$243,854	Yes	M	Bachelors	z_Blue Collar	52	Commercial	$28,250	4	Sports Car	yes	$0	0	No	0	1	z_Highly Rural/ Rural
1035	0	0.00000	0	33	2	14	$54,109	No	$198,173	Yes	z_F	z_High School	z_Blue Collar	28	Commercial	$8,700	4	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
1036	0	0.00000	0	45	2	16	$63,479	No	$218,781	Yes	z_F	Bachelors	Professional	23	Private	$24,510	1	Minivan	no	$0	0	No	0	14	Highly Urban/ Urban
1037	0	0.00000	0	45	3	16	$32,959	No	$124,867	Yes	M	<High School	z_Blue Collar	32	Commercial	$18,400	6	Van	no	$0	0	No	1	2	z_Highly Rural/ Rural
1038	0	0.00000	0	39	0	10	$106,944	No	$0	z_No	z_F	Bachelors	z_Blue Collar	21	Private	$19,960	10	z_SUV	no	$0	0	No	0	12	Highly Urban/ Urban
1039	0	0.00000	0	44	0	6	$84,736	No	$222,348	Yes	z_F	Masters	Lawyer	10	Private	$7,930	11	z_SUV	no	$2,772	2	No	3	17	Highly Urban/ Urban
1040	1	2160.00000	0	56	0	14	$63,535	No	$0	z_No	z_F	z_High School	z_Blue Collar	51	Commercial	$13,450	11	Sports Car	no	$30,094	4	Yes	1	4	Highly Urban/ Urban
1042	0	0.00000	0	50	0	7	$62,069	No	$227,214	Yes	M	Bachelors	Manager	30	Private	$12,710	10	Minivan	no	$0	0	No	0	6	Highly Urban/ Urban
1043	0	0.00000	0	31	1	10	$26,119	No	$0	Yes	z_F	Bachelors	Student	47	Private	$7,210	4	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
1044	0	0.00000	0	57	0	7	$93,870	No	$302,628	Yes	M	Masters	Manager	16	Private	$16,870	11	Van	yes	$0	0	No	0	14	Highly Urban/ Urban
1045	1	1644.69454	0	57	0	10	$216,985	No	$0	z_No	z_F	PhD		40	Commercial	$20,590	1	Pickup	no	$0	0	No	5	13	Highly Urban/ Urban
1046	0	0.00000	0	51	0	11	$54,920	No	$0	z_No	z_F	Masters	Lawyer	31	Private	$33,400	6	Minivan	no	$0	0	No	1	10	Highly Urban/ Urban
1047	0	0.00000	0	49	0	13	$66,196	No	$229,425	Yes	M	Bachelors	Professional	17	Private	$8,550	4	Pickup	yes	$28,274	2	No	0	11	Highly Urban/ Urban
1048	0	0.00000	0	47	0	11	$77,501	No	$223,491	Yes	M	z_High School	Professional	66	Private	$21,030	4	Minivan	yes	$8,657	2	No	2	12	Highly Urban/ Urban
1049	0	0.00000	0	38	2	15	$136,334	Yes	$340,085	z_No	z_F	Bachelors	Manager	23	Private	$21,130	13	Minivan	no	$0	0	No	0	12	Highly Urban/ Urban
1050	0	0.00000	0	70	0	14	$12,280	No	$0	z_No	z_F	z_High School	Manager	18	Private	$27,040	10	z_SUV	no	$2,080	1	No	3	6	Highly Urban/ Urban
1051	0	0.00000	0	53	0	12	$176,037	No	$496,550	Yes	z_F	Masters	Lawyer	18	Private	$41,180	1	Minivan	no	$0	0	No	0	16	Highly Urban/ Urban
1052	1	6418.00000	0	58	0	13	$103,555	No	$322,978	z_No	z_F	Masters	Lawyer	49	Private	$30,580	1	Sports Car	no	$0	0	No	0	17	z_Highly Rural/ Rural
1053	1	1185.41040	0	39	0	13		No	$90,212	Yes	M	z_High School	Clerical	7	Commercial	$5,480	1	Pickup	yes	$2,904	2	No	1	1	Highly Urban/ Urban
1054	0	0.00000	0	32	5	0	$0	No	$0	Yes	M	<High School	Student	24	Private	$4,700	4	Minivan	yes	$0	0	No	0	8	Highly Urban/ Urban
1055	0	0.00000	0	37	1	9	$67,175	Yes	$0	z_No	z_F	PhD	Lawyer	40	Private	$23,340	9	Pickup	no	$0	0	No	5	22	Highly Urban/ Urban
1056	1	4456.00000	0	48	0	9	$40,408	No	$0	z_No	z_F	z_High School	Clerical	24	Private	$5,540	4	Sports Car	no	$0	0	Yes	1	1	Highly Urban/ Urban
1057	0	0.00000	0	37	0	11	$24,447	No	$143,909	Yes	z_F	Masters	Lawyer	25	Private	$19,720	4	z_SUV	no	$0	0	Yes	3	13	Highly Urban/ Urban
1058	0	0.00000	0	44	1	16	$35,794	No	$87,721	Yes	z_F	PhD	Manager	40	Private	$13,050	6	Sports Car	no	$45,337	1	Yes	3	18	Highly Urban/ Urban
1059	0	0.00000	0	47	0	12	$143,716	No	$379,399	Yes	z_F	PhD	Manager	23	Commercial	$38,120	1	Panel Truck	no	$0	0	No	2	16	Highly Urban/ Urban
1060	0	0.00000	0	45	2	13	$72,727	No	$246,002	Yes	z_F	Bachelors	Professional	24	Private	$13,210	10	z_SUV	no	$0	0	No	2	10	Highly Urban/ Urban
1061	0	0.00000	0	54	0	12		No	$296,150	Yes	M	PhD	Manager	22	Commercial	$25,520	10	Panel Truck	no	$0	0	No	1	14	Highly Urban/ Urban
1062	0	0.00000	0	50	0	12	$227,493	No	$559,830	z_No	z_F	PhD		50	Commercial	$6,500	1	Pickup	no	$0	0	No	3	16	Highly Urban/ Urban
1063	0	0.00000	0	47	0	11	$63,239	No	$227,786	Yes	z_F	<High School	Clerical	22	Private	$7,820	17	z_SUV	no	$8,752	2	No	0	1	Highly Urban/ Urban
1064	0	0.00000	0	39	2	13	$26,840	Yes	$143,884	z_No	M	Masters	Lawyer	26	Private	$21,950	1	Van	no	$5,477	3	No	4	9	Highly Urban/ Urban
1066	0	0.00000	0	40	0	11	$87,967	No	$260,892	Yes	M	Masters	Professional	49	Private	$14,300	10	Minivan	yes	$0	0	Yes	0	11	Highly Urban/ Urban
1067	0	0.00000	0	38	2	9	$100,355	Yes	$0	z_No	M	Masters		36	Commercial	$28,670	1	Panel Truck	yes	$0	0	No	1	17	z_Highly Rural/ Rural
1068	1	4025.00000	0	51	0	0	$0	No	$100,658	Yes	z_F	z_High School	Home Maker	30	Private	$11,750	7	Sports Car	no	$0	0	No	3	NA	Highly Urban/ Urban
1069	0	0.00000	0	41	2	9		No	$448,442	Yes	M	PhD	Doctor	26	Private	$11,740	1	Pickup	no	$0	0	No	1	20	Highly Urban/ Urban
1070	0	0.00000	0	58	0	13	$86,647	No	$310,620	Yes	M	Bachelors	Professional	88	Private	$22,420	4	Van	yes	$0	0	No	0	1	Highly Urban/ Urban
1071	0	0.00000	0	54	0	NA	$70,008	No	$0	z_No	z_F	Masters	Lawyer	18	Private	$15,480	6	z_SUV	no	$0	0	No	0	14	z_Highly Rural/ Rural
1072	1	5102.74347	0	47	0	5	$68,602	No	$0	z_No	M	<High School	z_Blue Collar	36	Commercial	$6,200	1	Pickup	yes	$9,136	4	No	2	4	Highly Urban/ Urban
1073	0	0.00000	0	29	3	8	$62,116	Yes	$0	z_No	z_F	Bachelors	Student	11	Commercial	$1,500	1	z_SUV	no	$3,165	3	No	1	6	Highly Urban/ Urban
1076	0	0.00000	0	50	0	11	$72,930	No	$275,761	z_No	z_F	z_High School	z_Blue Collar	71	Commercial	$13,790	1	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
1077	0	0.00000	0	46	0	3	$16,717	No	$0	z_No	M	Bachelors	Student	45	Private	$15,520	10	Minivan	yes	$0	0	No	0	11	Highly Urban/ Urban
1078	0	0.00000	0	41	0	0	$0	No	$0	z_No	M	Bachelors	Student	18	Commercial	$6,610	1	Pickup	yes	$3,825	2	Yes	1	1	z_Highly Rural/ Rural
1079	0	0.00000	1	41	3	10		No	$177,004	Yes	M	Bachelors	Professional	26	Private	$19,750	9	Van	no	$0	0	No	0	7	z_Highly Rural/ Rural
1080	0	0.00000	0	46	1	NA	$69,350	No	$254,858	Yes	M	Bachelors	z_Blue Collar	42	Commercial	$13,030	6	Minivan	no	$1,699	1	No	6	7	Highly Urban/ Urban
1082	0	0.00000	0	49	0	11	$99,292	No	$316,705	Yes	M	Masters	Lawyer	48	Private	$10,190	6	Minivan	no	$0	0	No	0	16	Highly Urban/ Urban
1083	0	0.00000	0	53	0	13	$173,218	No	$492,219	z_No	M	PhD	Doctor	27	Private	$18,820	1	Van	no	$0	0	No	0	6	Highly Urban/ Urban
1084	0	0.00000	0	46	0	14	$54,340	No	$218,964	Yes	z_F	Bachelors	Clerical	45	Private	$20,320	6	z_SUV	no	$0	0	No	5	13	Highly Urban/ Urban
1085	0	0.00000	1	42	1	13	$49,120	Yes	$197,752	z_No	z_F	Bachelors	Manager	37	Private	$5,700	6	z_SUV	no	$1,775	1	No	2	9	Highly Urban/ Urban
1086	0	0.00000	0	38	2	12	$26,074	No	$167,980	Yes	z_F	z_High School	Clerical	22	Private	$10,500	1	z_SUV	no	$0	0	No	3	1	Highly Urban/ Urban
1087	1	7836.00000	0	51	0	0	$0	No	$87,503	Yes	M	z_High School	Student	16	Commercial	$6,720	1	Pickup	no	$3,029	2	No	0	NA	Highly Urban/ Urban
1088	0	0.00000	0	57	1	14	$18,306	No	$118,518	Yes	M	Masters		10	Commercial	$11,710	9	Pickup	yes	$0	0	No	0	11	z_Highly Rural/ Rural
1089	0	0.00000	0	53	0	13	$17,424	No	$0	Yes	M	Bachelors	Student	39	Commercial	$15,200	1	Minivan	yes	$0	0	No	0	1	z_Highly Rural/ Rural
1090	1	6879.00000	0	40	3	16	$52,475	Yes	$0	z_No	z_F	Masters	Lawyer	9	Private	$10,750	1	z_SUV	no	$0	0	No	3	16	Highly Urban/ Urban
1091	0	0.00000	0	40	0	10	$157,263	No	$430,484	z_No	M	Masters		58	Commercial	$21,230	6	Van	yes	$0	0	Yes	1	18	Highly Urban/ Urban
1092	1	3288.00000	0	62	0	16	$103,109	No	$344,523	Yes	M	Masters	Lawyer	41	Private	$11,810	1	z_SUV	yes	$0	0	No	0	15	Highly Urban/ Urban
1093	0	0.00000	0	47	0	11	$92,214	No	$266,417	z_No	z_F	Bachelors	Manager	19	Private	$19,200	14	z_SUV	no	$5,184	2	No	4	7	Highly Urban/ Urban
1095	0	0.00000	0	46	0	13	$63,553	No		Yes	M	Masters		39	Commercial	$33,640	4	Panel Truck	no	$37,876	2	No	0	14	Highly Urban/ Urban
1096	1	3521.00000	0	45	0	0	$0	No	$0	Yes	z_F	z_High School	Student	35	Private	$14,500	1	z_SUV	no	$9,063	3	No	6	9	Highly Urban/ Urban
1097	0	0.00000	0	39	0	6	$98,997	No	$0	z_No	z_F	z_High School	Professional	32	Private	$24,510	4	Minivan	no	$0	0	No	0	9	Highly Urban/ Urban
1098	0	0.00000	0	35	2	14	$27,446	No	$129,102	Yes	z_F	z_High School	Clerical	23	Private	$13,410	7	z_SUV	no	$0	0	No	1	8	Highly Urban/ Urban
1100	0	0.00000	0	45	0	12	$37,846	No	$162,455	z_No	z_F	<High School	Clerical	21	Commercial	$20,150	4	Pickup	no	$0	0	No	1	1	z_Highly Rural/ Rural
1101	0	0.00000	0	49	0	10	$75,580	No	$222,553	Yes	z_F	Masters	Lawyer	29	Private	$17,220	4	Sports Car	no	$0	0	No	1	14	Highly Urban/ Urban
1102	1	4021.00000	0	35	1	12	$8,276	No	$0	Yes	z_F	z_High School	Student	13	Commercial	$2,330	10	Sports Car	no	$0	0	No	4	7	Highly Urban/ Urban
1103	0	0.00000	0	54	0	15	$130,241	No		Yes	z_F	PhD	Doctor	46	Private	$15,570	19	z_SUV	no	$0	0	No	3	16	Highly Urban/ Urban
1104	0	0.00000	0	42	0	NA		No	$286,147	Yes	z_F	Bachelors	Professional	33	Private	$31,830	1	Minivan	no	$0	0	No	0	11	z_Highly Rural/ Rural
1106	0	0.00000	0	50	0	11	$104,831	No	$0	z_No	M	Masters	Professional	31	Commercial	$6,500	1	Pickup	no	$6,657	2	No	3	16	Highly Urban/ Urban
1107	0	0.00000	0	56	0	0	$0	No	$134,398	Yes	z_F	Bachelors	Home Maker	39	Private	$13,130	6	Sports Car	no	$0	0	No	1	13	z_Highly Rural/ Rural
1108	0	0.00000	0	41	0	12	$95,076	No	$0	z_No	z_F	Bachelors	Professional	21	Private	$28,710	4	Minivan	no	$0	0	No	0	8	Highly Urban/ Urban
1109	0	0.00000	0	42	0	12	$109,098	No	$268,393	Yes	z_F	z_High School	z_Blue Collar	44	Commercial	$1,500	4	z_SUV	no	$1,015	2	No	0	4	Highly Urban/ Urban
1110	0	0.00000	0	48	0	11	$105,299	No	$276,038	z_No	z_F	z_High School	z_Blue Collar	33	Private	$28,610	6	Minivan	no	$6,936	2	No	2	1	Highly Urban/ Urban
1111	0	0.00000	0	27	4	13	$166,855	No	$436,711	Yes	M	Bachelors	Professional	71	Commercial	$23,060	1	Panel Truck	no	$0	0	No	3	6	z_Highly Rural/ Rural
1112	0	0.00000	0	21	0	0	$0	No	$51,893	z_No	M	z_High School	Student	55	Commercial	$3,600	10	Minivan	yes	$3,231	3	No	7	1	z_Highly Rural/ Rural
1113	0	0.00000	2	41	3	0	$0	No	$56,089	Yes	z_F	z_High School	Home Maker	27	Private	$16,840	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
1114	0	0.00000	0	49	0	0	$0	No	$0	z_No	z_F	PhD	Home Maker	46	Private	$17,520	9	z_SUV	no	$7,665	4	No	2	19	Highly Urban/ Urban
1115	0	0.00000	0	25	3	12	$78,062	Yes	$0	z_No	z_F	z_High School	Professional	5	Private	$20,640	6	Minivan	no	$0	0	No	0	12	Highly Urban/ Urban
1116	0	0.00000	0	42	0	8	$61,322	No	$228,496	z_No	M	z_High School	Clerical	36	Commercial	$11,830	1	Pickup	no	$0	0	No	2	1	z_Highly Rural/ Rural
1117	0	0.00000	0	42	0	11	$97,054	No	$282,590	z_No	M	Masters	Lawyer	40	Private	$19,580	6	Van	no	$0	0	Yes	0	17	Highly Urban/ Urban
1118	1	2327.00000	0	42	0	10	$58,453	No	$202,236	z_No	z_F	Bachelors	z_Blue Collar	29	Commercial	$9,480	4	Sports Car	no	$0	0	No	1	NA	Highly Urban/ Urban
1119	1	29865.05188	1	41	4	8	$175,783	Yes	$0	z_No	z_F	PhD		46	Commercial	$21,520	11	Pickup	no	$4,082	2	No	4	17	Highly Urban/ Urban
1120	0	0.00000	0	42	0	11	$63,180	No	$243,719	Yes	z_F	Masters	Lawyer	23	Private	$12,030	1	Sports Car	no	$0	0	No	1	12	Highly Urban/ Urban
1121	0	0.00000	0	41	2	9	$37,523	No	$166,138	Yes	M	z_High School	Clerical	40	Private	$12,260	7	Minivan	no	$3,134	1	No	3	11	Highly Urban/ Urban
1122	0	0.00000	0	37	2	8	$73,897	No	$244,387	Yes	z_F	Bachelors	Clerical	5	Private	$16,390	11	z_SUV	no	$34,941	2	No	0	6	Highly Urban/ Urban
1124	1	3755.00000	0	30	1	0	$0	No	$0	Yes	M	z_High School	Student	21	Private	$4,500	1	Pickup	no	$754	1	No	0	7	Highly Urban/ Urban
1125	0	0.00000	0	52	0	14	$135,116	No	$335,050	Yes	M	PhD	Manager	28	Private	$17,530	1	Minivan	no	$0	0	Yes	1	13	Highly Urban/ Urban
1126	0	0.00000	0	50	0	13	$36,605	No	$184,411	Yes	M	z_High School	z_Blue Collar	48	Commercial	$18,050	3	Van	no	$46,625	3	No	4	1	Highly Urban/ Urban
1127	1	3429.00000	0	32	3	14		No	$128,776	Yes	z_F	<High School	z_Blue Collar	34	Private	$6,890	1	Sports Car	no	$36,000	4	Yes	1	NA	Highly Urban/ Urban
1128	0	0.00000	0	50	0	12		No	$0	z_No	z_F	z_High School	Clerical	16	Private	$14,910	10	z_SUV	no	$0	0	No	1	12	z_Highly Rural/ Rural
1129	0	0.00000	0	27	1	0	$0	No	$0	Yes	z_F	<High School	Student	39	Commercial	$11,330	4	Sports Car	no	$35,165	3	Yes	7	4	Highly Urban/ Urban
1130	0	0.00000	0	36	0	11	$121,391	No	$310,275	z_No	M	Bachelors	Manager	46	Commercial	$36,420	6	Panel Truck	yes	$2,602	2	No	3	8	Highly Urban/ Urban
1131	0	0.00000	0	46	0	0	$0	No	$0	Yes	z_F	<High School	Student	57	Private	$25,940	10	z_SUV	no	$0	0	No	0	6	z_Highly Rural/ Rural
1132	0	0.00000	0	36	0	11	$30,071	No	$152,771	Yes	z_F	<High School	z_Blue Collar	33	Private	$17,970	10	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
1133	0	0.00000	0	49	0	11		No	$582,905	z_No	z_F	Masters	Lawyer	17	Private	$38,940	1	Van	no	$0	0	No	3	20	Highly Urban/ Urban
1134	1	4348.00000	0	42	2	11	$68,171	Yes	$0	z_No	M	Bachelors	Professional	13	Private	$18,130	3	Van	yes	$0	0	No	2	10	Highly Urban/ Urban
1136	0	0.00000	0	63	0	15	$32,824	No	$195,693	Yes	z_F	z_High School	Manager	30	Private	$23,750	5	Sports Car	no	$0	0	No	4	NA	Highly Urban/ Urban
1137	1	12300.55369	0	64	0	0	$0	No	$0	Yes	M	z_High School	Student	60	Private	$7,900	6	Sports Car	yes	$23,432	2	Yes	9	8	Highly Urban/ Urban
1138	1	5297.00000	0	35	2	0	$0	No	$59,496	Yes	z_F	Bachelors	Home Maker	21	Private	$5,000	6	Sports Car	no	$4,477	1	No	0	13	Highly Urban/ Urban
1139	0	0.00000	0	47	0	13	$78,119	No	$226,596	Yes	M	Masters	Manager	25	Private	$14,010	10	Minivan	yes	$0	0	Yes	0	18	Highly Urban/ Urban
1140	0	0.00000	0	57	0	13	$99,985	No	$298,356	Yes	M	Masters	Lawyer	23	Private	$17,200	1	Van	no	$6,739	2	No	5	20	Highly Urban/ Urban
1141	1	4699.00000	0	29	3	0	$0	Yes	$0	z_No	z_F	z_High School	Student	12	Commercial	$6,720	1	Sports Car	no	$52,445	3	Yes	5	6	Highly Urban/ Urban
1143	0	0.00000	0	46	0	9	$107,006	No	$342,272	Yes	M	Masters	Manager	7	Private	$6,100	1	Minivan	yes	$0	0	No	0	15	Highly Urban/ Urban
1144	0	0.00000	0	37	2	14	$66,376	No	$214,022	Yes	M	z_High School	Manager	26	Private	$20,570	4	Van	no	$0	0	No	5	5	Highly Urban/ Urban
1145	1	4799.00000	1	56	2	0	$0	Yes	$0	z_No	z_F	<High School	Student	35	Private	$23,630	1	Minivan	no	$10,612	3	No	2	8	Highly Urban/ Urban
1146	0	0.00000	0	61	0	14	$52,529	No	$183,779	Yes	M	Masters	Lawyer	66	Private	$12,850	7	Pickup	yes	$0	0	No	0	11	z_Highly Rural/ Rural
1147	0	0.00000	2	39	2	13	$92,000	No	$301,965	Yes	M	Bachelors	Professional	50	Private	$7,730	10	Minivan	yes	$8,091	2	No	4	1	Highly Urban/ Urban
1148	0	0.00000	1	42	1	7	$130,882	No	$348,968	Yes	M	z_High School	Manager	39	Private	$14,590	1	Minivan	yes	$42,820	2	Yes	7	9	Highly Urban/ Urban
1149	0	0.00000	0	29	1	13	$36,708	Yes	$0	z_No	M	z_High School	Professional	45	Private	$16,150	1	Minivan	no	$5,618	1	No	8	9	Highly Urban/ Urban
1150	0	0.00000	0	51	0	9	$65,506	No	$213,835	z_No	z_F	z_High School	z_Blue Collar	42	Commercial	$31,120	1	Minivan	no	$0	0	No	0	NA	z_Highly Rural/ Rural
1151	0	0.00000	0	49	0	6	$89,547	No	$0	z_No	z_F	Masters	Lawyer	38	Private	$10,450	4	Sports Car	no	$0	0	No	0	19	Highly Urban/ Urban
1152	0	0.00000	0	45	0	13	$79,720	No	$270,342	Yes	M	Masters	Professional	26	Private	$20,280	4	Van	yes	$0	0	No	1	14	Highly Urban/ Urban
1153	0	0.00000	0	58	0	14	$131,658	No	$390,952	Yes	z_F	Masters	Professional	31	Private	$26,780	7	Minivan	no	$0	0	No	0	12	Highly Urban/ Urban
1154	0	0.00000	0	50	0	13	$73,668	No	$212,878	Yes	z_F	Masters	Lawyer	13	Private	$8,870	3	Sports Car	no	$0	0	Yes	6	11	Highly Urban/ Urban
1156	0	0.00000	0	35	3	14	$5,628	No	$64,192	Yes	z_F	<High School	Home Maker	24	Private	$6,820	10	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
1157	1	3349.00000	0	39	1	11	$32,188	No	$174,247	Yes	z_F	z_High School	Professional	38	Private	$8,620	6	z_SUV	no	$5,399	2	No	4	1	Highly Urban/ Urban
1158	0	0.00000	0	37	0	12	$97,671	No	$257,408	Yes	M	Bachelors	Professional	49	Commercial	$22,660	3	Panel Truck	yes	$1,371	1	No	5	7	Highly Urban/ Urban
1159	0	0.00000	0	55	0	12	$43,293	No	$0	Yes	M	z_High School	Student	59	Private	$1,500	1	Minivan	yes	$23,756	2	Yes	3	6	z_Highly Rural/ Rural
1160	0	0.00000	0	55	0	NA	$83,090	No	$202,465	Yes	M	Masters		20	Commercial	$24,750	4	Panel Truck	yes	$0	0	No	0	17	Highly Urban/ Urban
1161	0	0.00000	0	54	0	3	$27,546	No	$181,137	Yes	M	z_High School	Clerical	5	Private	$15,730	3	Minivan	yes	$0	0	No	3	5	Highly Urban/ Urban
1162	1	3244.00000	1	42	1	NA	$49,120	Yes	$197,752	z_No	z_F	Bachelors	Manager	37	Private	$10,440	1	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
1163	1	3581.00000	0	45	1	10	$59,197	Yes	$0	z_No	M	Masters		61	Commercial	$22,690	10	Panel Truck	no	$4,940	2	No	3	8	Highly Urban/ Urban
1164	0	0.00000	0	44	2	11	$188,428	No	$497,746	Yes	z_F	PhD	Doctor	35	Private	$24,740	6	Pickup	no	$0	0	No	2	14	Highly Urban/ Urban
1165	0	0.00000	0	45	2	0	$0	Yes	$0	z_No	z_F	Masters	Home Maker	23	Commercial	$6,000	17	Sports Car	no	$52,068	1	No	4	20	Highly Urban/ Urban
1166	0	0.00000	0	47	0	NA	$64,183	No	$253,869	Yes	M	Bachelors	Professional	5	Private	$13,000	6	Minivan	yes	$0	0	No	1	7	Highly Urban/ Urban
1167	1	2441.00000	0	39	0	16	$92,117	No	$295,537	Yes	M	z_High School	z_Blue Collar	40	Commercial	$14,610	7	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
1168	0	0.00000	0	46	0	10	$154,985	No	$0	z_No	z_F	PhD	Manager	29	Private	$28,540	10	Pickup	no	$0	0	No	4	10	Highly Urban/ Urban
1170	0	0.00000	0	48	0	7	$35,398	No	$0	z_No	M	z_High School	Clerical	13	Commercial	$6,200	10	Pickup	no	$0	0	No	2	9	z_Highly Rural/ Rural
1171	0	0.00000	0	47	0	13	$23,596	No	$147,506	Yes	z_F	z_High School	Home Maker	32	Private	$13,250	9	z_SUV	no	$0	0	Yes	0	1	Highly Urban/ Urban
1172	0	0.00000	0	41	4	8	$29,622	No	$116,005	Yes	z_F	<High School	Clerical	38	Private	$12,770	7	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
1173	0	0.00000	0	57	0	14	$75,468	No	$249,251	Yes	M	Masters	Lawyer	36	Private	$14,750	13	Minivan	yes	$0	0	No	0	21	Highly Urban/ Urban
1174	0	0.00000	0	29	0	10	$79,059	No	$240,683	Yes	z_F	Masters	Manager	37	Private	$14,460	10	z_SUV	no	$5,903	3	No	0	8	Highly Urban/ Urban
1175	1	6250.00000	0	37	0	10	$55,242	No	$183,992	z_No	M	z_High School	z_Blue Collar	30	Commercial	$8,700	6	Pickup	no	$33,030	2	Yes	0	1	Highly Urban/ Urban
1177	0	0.00000	0	44	0	NA	$98,743	No	$234,546	z_No	M	Masters		18	Commercial	$21,330	4	Van	no	$5,632	3	No	5	18	Highly Urban/ Urban
1179	0	0.00000	0	33	1	13	$67,171	No	$131,767	Yes	z_F	Masters	Lawyer	17	Private	$16,780	4	z_SUV	no	$0	0	No	1	15	Highly Urban/ Urban
1181	0	0.00000	0	55	0	0	$0	No	$96,761	Yes	z_F	z_High School	Home Maker	34	Commercial	$26,890	1	Pickup	no	$0	0	No	3	10	Highly Urban/ Urban
1182	0	0.00000	0	50	0	10	$77,214	No	$0	z_No	z_F	Bachelors	Professional	46	Private	$9,220	3	z_SUV	no	$2,657	2	No	0	7	Highly Urban/ Urban
1183	1	13041.58430	1	45	2	14	$28,731	Yes	$0	z_No	M	z_High School	z_Blue Collar	57	Commercial	$6,000	1	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
1186	0	0.00000	0	52	0	7	$16,253	No	$0	z_No	M	<High School	Clerical	40	Private	$8,080	1	Pickup	no	$969	2	No	3	7	Highly Urban/ Urban
1187	0	0.00000	0	32	2	13	$109,683	Yes	$276,821	z_No	z_F	Bachelors	Manager	33	Private	$15,670	12	z_SUV	no	$30,571	3	Yes	0	9	Highly Urban/ Urban
1188	0	0.00000	0	39	1	13	$93,925	Yes	$0	z_No	z_F	Masters	Lawyer	37	Private	$27,310	4	Minivan	no	$0	0	No	0	16	Highly Urban/ Urban
1189	0	0.00000	0	45	1	11	$51,655	Yes	$182,945	z_No	z_F	z_High School	z_Blue Collar	52	Commercial	$16,210	17	z_SUV	no	$0	0	No	1	6	z_Highly Rural/ Rural
1190	0	0.00000	0	38	0	9		No	$183,880	Yes	z_F	z_High School	Professional	64	Private	$10,740	10	z_SUV	no	$0	0	No	1	13	Highly Urban/ Urban
1191	0	0.00000	1	39	3	13	$48,738	No	$214,103	Yes	z_F	Bachelors	Clerical	32	Private	$23,420	8	Sports Car	no	$5,115	1	No	0	1	z_Highly Rural/ Rural
1192	1	5657.00000	0	28	4	10	$10,032	No	$0	Yes	M	Bachelors	Student	13	Commercial	$5,850	1	Pickup	yes	$12,269	1	Yes	0	12	Highly Urban/ Urban
1194	0	0.00000	0	26	1	9	$44,386	No	$209,993	Yes	z_F	z_High School	Manager	47	Private	$12,000	7	z_SUV	no	$7,611	1	No	3	5	Highly Urban/ Urban
1195	0	0.00000	3	41	3	14	$128,895	No	$373,531	Yes	z_F	Masters	Professional	10	Commercial	$44,270	13	Van	no	$0	0	No	4	9	Highly Urban/ Urban
1197	1	4815.00000	2	59	2	16	$109,210	No	$324,059	Yes	z_F	Masters	Manager	32	Commercial	$21,880	6	Pickup	no	$6,120	2	No	6	18	Highly Urban/ Urban
1198	1	5501.00000	0	59	0	11	$38,141	No	$0	z_No	M	z_High School	z_Blue Collar	43	Commercial	$15,080	6	Minivan	no	$9,575	1	No	5	6	Highly Urban/ Urban
1200	1	3048.00000	0	61	0	10	$9,902	No	$103,647	z_No	z_F	PhD	Home Maker	31	Private	$8,590	6	Sports Car	no	$3,175	2	No	4	10	Highly Urban/ Urban
1201	0	0.00000	0	52	0	13	$99,251	No	$275,991	Yes	z_F	Masters	Lawyer	35	Private	$35,570	10	Van	no	$0	0	No	1	10	Highly Urban/ Urban
1202	1	1502.00000	0	29	2	14	$45,299	No	$148,600	Yes	z_F	z_High School	z_Blue Collar	11	Commercial	$8,930	7	z_SUV	no	$5,289	1	No	4	1	Highly Urban/ Urban
1204	1	6452.00000	0	48	0	9	$49,251	No	$180,173	Yes	z_F	z_High School	z_Blue Collar	9	Commercial	$11,230	7	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
1206	1	2777.00000	0	32	3	16	$28,430	Yes	$0	z_No	z_F	z_High School	Clerical	52	Private	$4,340	4	z_SUV	no	$39,168	2	Yes	4	1	Highly Urban/ Urban
1209	0	0.00000	0	53	0	8	$21,190	No	$104,523	Yes	M	Masters		30	Commercial	$32,730	1	Panel Truck	yes	$7,558	3	No	5	1	Highly Urban/ Urban
1210	0	0.00000	0	50	0	15	$63,910	No	$227,449	Yes	M	Masters	Lawyer	46	Private	$12,890	4	Minivan	no	$1,946	4	No	1	15	Highly Urban/ Urban
1211	1	4621.00000	0	35	2	9	$98,918	Yes	$0	z_No	M	Bachelors	Professional	27	Commercial	$23,740	12	Panel Truck	yes	$0	0	No	1	9	Highly Urban/ Urban
1214	1	3730.00000	0	34	1	13	$38,307	No	$151,790	Yes	M	z_High School	z_Blue Collar	24	Commercial	$5,330	1	Pickup	no	$17,857	1	Yes	10	1	Highly Urban/ Urban
1215	1	4034.00000	0	46	0	10	$88,632	No	$258,636	Yes	z_F	z_High School	z_Blue Collar	34	Commercial	$15,670	3	Sports Car	no	$7,864	3	No	2	9	Highly Urban/ Urban
1216	1	1133.00000	0	49	0	14	$45,689	No	$250,792	Yes	M	<High School	z_Blue Collar	42	Private	$10,970	4	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
1217	0	0.00000	0	54	0	12	$112,804	No	$323,947	Yes	z_F	Masters	Lawyer	32	Private	$21,380	4	Minivan	no	$0	0	No	0	9	Highly Urban/ Urban
1218	0	0.00000	0	46	0	12	$88,359	No	$267,679	Yes	z_F	Masters	Lawyer	25	Private	$31,980	3	Minivan	no	$0	0	Yes	0	1	Highly Urban/ Urban
1219	0	0.00000	0	38	2	7	$114,212	No	$249,564	Yes	M	Bachelors	Manager	26	Private	$16,970	9	Van	yes	$0	0	No	0	13	Highly Urban/ Urban
1220	0	0.00000	0	56	0	13	$76,638	No	$0	z_No	M	z_High School	z_Blue Collar	61	Commercial	$14,060	1	Minivan	yes	$24,930	2	No	10	5	Highly Urban/ Urban
1221	0	0.00000	0	42	0	12	$64,019	No	$249,488	Yes	z_F	PhD	Doctor	38	Private	$12,100	1	Minivan	no	$3,558	3	No	1	13	Highly Urban/ Urban
1224	0	0.00000	0	31	1	6	$53,633	Yes	$183,242	z_No	z_F	z_High School	Professional	46	Private	$9,960	1	z_SUV	no	$4,646	2	No	9	1	Highly Urban/ Urban
1225	1	2891.00000	0	58	2	12	$146,202	No	$473,366	Yes	M	Bachelors	Professional	22	Private	$10,320	6	Pickup	yes	$4,716	1	No	0	12	Highly Urban/ Urban
1228	0	0.00000	0	42	0	9	$16,716	No	$117,163	z_No	z_F	z_High School	Clerical	5	Private	$21,580	1	Pickup	no	$0	0	No	1	6	z_Highly Rural/ Rural
1232	0	0.00000	0	36	2	0	$0	Yes	$0	z_No	z_F	z_High School	Student	5	Commercial	$9,540	7	z_SUV	no	$9,925	2	No	7	NA	Highly Urban/ Urban
1233	0	0.00000	0	34	3	14	$57,244	Yes	$0	z_No	z_F	Bachelors	Clerical	45	Private	$36,000	1	Pickup	no	$0	0	Yes	0	6	Highly Urban/ Urban
1234	0	0.00000	1	40	2	13	$48,187	No	$136,205	Yes	M	z_High School	Manager	5	Private	$16,930	11	Minivan	yes	$30,944	2	No	3	7	Highly Urban/ Urban
1235	0	0.00000	0	50	0	5	$28,299	No	$183,581	Yes	z_F	Bachelors	Home Maker	40	Private	$9,330	6	z_SUV	no	$0	0	No	2	11	Highly Urban/ Urban
1236	0	0.00000	0	48	0	8	$90,623	No	$0	z_No	z_F	Masters	Professional	46	Private	$27,700	7	Sports Car	no	$0	0	No	1	12	Highly Urban/ Urban
1237	0	0.00000	0	50	0	11	$81,150	No	$252,133	z_No	M	Masters	Professional	41	Commercial	$33,500	1	Panel Truck	no	$0	0	Yes	2	20	Highly Urban/ Urban
1238	0	0.00000	0	38	0	12		No	$125,191	Yes	M	<High School	z_Blue Collar	25	Private	$9,970	7	Pickup	yes	$0	0	No	0	1	z_Highly Rural/ Rural
1239	1	6027.00000	0	29	1	11	$101,767	No	$284,160	Yes	z_F	z_High School	z_Blue Collar	48	Commercial	$14,580	6	z_SUV	no	$25,433	3	Yes	1	9	Highly Urban/ Urban
1240	0	0.00000	0	40	2	11	$23,057	No	$126,080	Yes	z_F	z_High School	Clerical	51	Private	$27,660	6	Pickup	no	$0	0	No	0	1	z_Highly Rural/ Rural
1242	0	0.00000	0	53	0	7	$332,339	No	$738,153	Yes	M	PhD		34	Commercial	$34,730	6	Panel Truck	no	$3,019	2	No	1	17	Highly Urban/ Urban
1245	0	0.00000	0	52	0	3	$81,555	No	$258,898	z_No	M	Masters	Manager	32	Private	$13,900	1	Minivan	yes	$0	0	No	0	16	Highly Urban/ Urban
1247	0	0.00000	0	37	0	11	$9,664	No	$147,749	Yes	M	Masters	Professional	30	Commercial	$28,700	1	Panel Truck	no	$5,476	1	No	2	1	Highly Urban/ Urban
1250	1	3668.00000	0	33	5	16	$28,395	No	$137,268	Yes	M	z_High School	Clerical	65	Commercial	$23,450	7	Panel Truck	yes	$20,060	1	Yes	2	1	Highly Urban/ Urban
1251	0	0.00000	1	41	3	0	$0	Yes	$83,306	z_No	M	<High School	Home Maker	50	Private	$10,570	6	Pickup	no	$0	0	No	0	1	z_Highly Rural/ Rural
1253	1	4895.00000	0	45	0	10	$22,860	No	$0	z_No	M	<High School	z_Blue Collar	32	Commercial	$11,800	1	Pickup	no	$3,118	2	No	1	1	z_Highly Rural/ Rural
1254	0	0.00000	0	49	0	10	$82,130	No	$212,655	Yes	z_F	Bachelors	Professional	40	Private	$13,050	1	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
1255	0	0.00000	0	36	0	8	$21,926	No	$106,069	Yes	M	Bachelors	Clerical	44	Commercial	$7,290	11	Pickup	no	$7,166	2	No	6	1	Highly Urban/ Urban
1256	0	0.00000	0	48	0	12	$19,393	No	$0	z_No	z_F	Bachelors	z_Blue Collar	39	Private	$8,240	1	z_SUV	no	$0	0	No	1	8	z_Highly Rural/ Rural
1257	1	1029.00000	1	39	1	12	$69,464	No	$199,330	Yes	M	Masters	Manager	18	Commercial	$5,400	1	Pickup	yes	$7,940	3	No	4	15	Highly Urban/ Urban
1258	0	0.00000	0	35	0	9	$95,536	No	$0	z_No	M	Masters	Professional	33	Commercial	$25,840	9	Panel Truck	yes	$0	0	No	2	11	Highly Urban/ Urban
1259	0	0.00000	1	37	3	10	$24,672	Yes	$0	z_No	z_F	z_High School	Clerical	68	Private	$11,250	1	z_SUV	no	$565	3	No	1	10	z_Highly Rural/ Rural
1260	0	0.00000	0	40	0	11	$66,788	No	$233,946	Yes	M	Masters		62	Commercial	$8,180	7	Pickup	no	$0	0	No	1	12	Highly Urban/ Urban
1262	1	5142.00000	0	42	2	14	$20,586	No	$142,997	Yes	z_F	<High School	Clerical	47	Private	$7,760	4	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
1263	0	0.00000	0	54	0	3		No	$0	z_No	z_F	z_High School	Clerical	90	Private	$4,070	1	z_SUV	no	$0	0	No	0	6	Highly Urban/ Urban
1264	0	0.00000	0	47	0	10	$64,759	No	$0	z_No	z_F	Masters	Manager	5	Private	$15,970	6	z_SUV	no	$0	0	Yes	2	13	Highly Urban/ Urban
1265	0	0.00000	0	49	0	11	$99,100	No	$251,945	Yes	z_F	Masters	Lawyer	26	Private	$26,650	1	Minivan	no	$0	0	No	0	15	z_Highly Rural/ Rural
1266	0	0.00000	0	40	0	0	$0	No	$55,761	z_No	z_F	Masters	Home Maker	21	Private	$17,840	1	z_SUV	no	$0	0	No	3	18	Highly Urban/ Urban
1267	0	0.00000	0	53	0	0	$0	No	$93,901	z_No	z_F	PhD	Home Maker	55	Private	$14,340	4	z_SUV	no	$0	0	No	0	10	z_Highly Rural/ Rural
1268	0	0.00000	0	45	0	8	$40,368	No	$171,248	Yes	z_F	Bachelors	Professional	37	Private	$10,040	1	Sports Car	no	$0	0	No	1	8	z_Highly Rural/ Rural
1269	0	0.00000	0	42	0	12	$102,313	No	$351,394	Yes	M	Masters	Lawyer	51	Private	$15,930	1	Minivan	no	$0	0	No	0	17	Highly Urban/ Urban
1270	1	648.00000	0	44	0	10	$53,660	No	$232,498	Yes	z_F	Bachelors	Professional	5	Commercial	$34,260	1	Van	no	$3,783	4	No	4	NA	Highly Urban/ Urban
1271	0	0.00000	0	48	0	11	$37,886	No	$168,597	Yes	M	<High School	Clerical	37	Private	$28,200	4	Minivan	no	$1,686	2	No	0	1	Highly Urban/ Urban
1272	0	0.00000	0	52	0	10	$77,113	No	$0	z_No	M	z_High School	Manager	34	Commercial	$25,370	4	Panel Truck	no	$3,176	1	No	1	5	Highly Urban/ Urban
1273	0	0.00000	0	49	0	12	$33,303	No	$0	Yes	z_F	z_High School	Student	33	Commercial	$21,100	13	Minivan	no	$0	0	Yes	3	7	Highly Urban/ Urban
1274	0	0.00000	0	21	4	0	$0	No		Yes	z_F	z_High School	Student	24	Commercial	$15,650	3	z_SUV	yes	$6,485	3	No	0	NA	z_Highly Rural/ Rural
1276	0	0.00000	0	51	0	8	$12,524	No	$131,010	Yes	M	<High School	Clerical	30	Private	$2,750	1	Minivan	yes	$0	0	Yes	1	1	Highly Urban/ Urban
1277	0	0.00000	0	46	0	12	$74,607	No	$275,748	Yes	z_F	Bachelors	z_Blue Collar	37	Commercial	$13,930	7	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
1278	0	0.00000	0	44	0	11	$35,574	No	$0	z_No	M	Masters		65	Commercial	$6,980	11	Pickup	yes	$0	0	Yes	0	15	Highly Urban/ Urban
1279	0	0.00000	0	43	0	12	$85,358	No	$255,939	Yes	M	z_High School	Professional	20	Private	$25,160	14	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
1280	0	0.00000	0	41	0	11	$35,203	No	$0	z_No	M	<High School	Clerical	34	Private	$13,140	1	Minivan	yes	$2,988	2	No	0	5	Highly Urban/ Urban
1282	0	0.00000	1	45	1	13	$75,527	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	31	Private	$11,240	7	z_SUV	no	$2,611	2	No	1	5	Highly Urban/ Urban
1283	1	24720.04772	0	61	0	10	$46,161	No	$197,331	Yes	M	Bachelors	z_Blue Collar	24	Private	$12,220	1	Sports Car	yes	$25,313	3	Yes	3	NA	Highly Urban/ Urban
1284	0	0.00000	0	55	0	5	$60,745	No	$233,583	Yes	M	Bachelors	Manager	15	Private	$15,320	7	Minivan	yes	$0	0	No	0	14	Highly Urban/ Urban
1286	0	0.00000	0	48	0	15	$15,506	No	$113,491	Yes	M	Masters	Manager	21	Private	$15,590	10	Minivan	yes	$0	0	No	2	18	Highly Urban/ Urban
1287	0	0.00000	0	48	0	11	$38,329	No	$0	z_No	z_F	Masters	Lawyer	18	Private	$22,400	4	Minivan	no	$0	0	No	3	12	Highly Urban/ Urban
1289	0	0.00000	0	63	0	7	$52,613	No	$209,832	Yes	z_F	Bachelors	Manager	46	Private	$13,060	3	Sports Car	no	$7,649	1	No	0	7	Highly Urban/ Urban
1292	0	0.00000	0	53	0	15	$107,636	No		Yes	M	Bachelors	Professional	16	Private	$26,870	6	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
1293	0	0.00000	0	40	0	8	$17,107	No	$154,357	z_No	z_F	z_High School	Home Maker	7	Private	$22,940	4	Pickup	no	$7,247	2	No	4	6	Highly Urban/ Urban
1294	1	54928.33897	0	52	0	9	$140,534	No	$387,349	z_No	M	Masters	Professional	66	Commercial	$21,620	6	Van	yes	$0	0	No	0	7	Highly Urban/ Urban
1295	0	0.00000	0	47	0	9	$39,837	No	$147,765	Yes	M	<High School	Clerical	59	Private	$10,940	1	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
1296	0	0.00000	0	47	0	11	$61,407	No	$0	z_No	z_F	Bachelors	Clerical	16	Private	$10,830	13	z_SUV	no	$0	0	No	2	5	Highly Urban/ Urban
1297	1	4123.00000	0	31	4	14	$48,317	No	$133,939	Yes	z_F	z_High School	Clerical	15	Private	$1,500	1	Sports Car	no	$26,686	1	Yes	1	1	Highly Urban/ Urban
1298	0	0.00000	0	67	2	8		No	$392,118	Yes	M	PhD	Doctor	56	Private	$24,940	10	Minivan	yes	$6,088	1	No	3	1	Highly Urban/ Urban
1299	0	0.00000	0	48	0	10	$198,719	No	$506,607	Yes	z_F	PhD	Manager	30	Commercial	$39,720	1	Panel Truck	no	$0	0	No	1	13	Highly Urban/ Urban
1300	1	4809.00000	0	40	0	0	$0	No	$0	z_No	z_F	<High School	Home Maker	56	Private	$5,260	1	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
1301	0	0.00000	0	55	0	8	$62,781	No	$242,381	Yes	z_F	Bachelors	Professional	16	Private	$17,140	10	Minivan	no	$0	0	No	2	15	Highly Urban/ Urban
1302	0	0.00000	0	37	0	11	$30,058	No	$0	z_No	z_F	Bachelors	Home Maker	31	Private	$18,980	6	z_SUV	no	$7,890	1	No	2	6	Highly Urban/ Urban
1303	1	4610.00000	0	58	0	12	$71,101	No	$266,848	Yes	M	<High School	z_Blue Collar	40	Private	$14,160	1	Minivan	yes	$43,052	2	Yes	6	5	z_Highly Rural/ Rural
1306	0	0.00000	0	48	0	6	$133,282	No	$0	z_No	M	PhD		31	Commercial	$7,540	1	Pickup	yes	$0	0	No	2	19	Highly Urban/ Urban
1307	0	0.00000	0	34	2	0	$0	Yes	$0	z_No	M	<High School	Student	38	Private	$9,220	6	Pickup	yes	$7,575	2	No	3	5	Highly Urban/ Urban
1308	0	0.00000	0	31	4	18	$24,323	No	$0	Yes	z_F	<High School	Student	9	Private	$16,830	1	Pickup	no	$3,846	1	No	5	1	Highly Urban/ Urban
1309	0	0.00000	0	46	0	11	$82,398	No	$235,439	Yes	M	Bachelors	Manager	19	Private	$15,890	10	Minivan	no	$0	0	No	3	15	Highly Urban/ Urban
1310	1	1166.00000	0	37	0	8	$95,502	No	$0	z_No	z_F	Bachelors	Professional	37	Private	$37,180	1	Sports Car	no	$1,681	1	No	0	11	Highly Urban/ Urban
1311	0	0.00000	0	37	1	NA	$45,426	No	$146,780	Yes	z_F	<High School	z_Blue Collar	19	Private	$9,740	1	z_SUV	no	$5,030	3	No	4	1	Highly Urban/ Urban
1312	0	0.00000	0	49	0	12	$33,303	No	$0	Yes	z_F	z_High School	Student	33	Commercial	$19,940	6	z_SUV	no	$5,393	2	No	0	7	Highly Urban/ Urban
1313	1	5520.00000	0	29	2	12	$54,310	Yes	$174,139	z_No	M	<High School	Clerical	39	Private	$1,500	4	Minivan	no	$5,419	1	No	5	6	Highly Urban/ Urban
1314	1	7463.00000	0	51	0	10	$81,246	No	$231,151	Yes	z_F	Bachelors	Manager	38	Private	$11,160	13	Sports Car	no	$0	0	No	0	NA	Highly Urban/ Urban
1315	0	0.00000	0	43	0	12	$57,821	No	$218,089	Yes	M	Bachelors	Professional	33	Private	$11,580	1	Pickup	yes	$0	0	No	1	9	Highly Urban/ Urban
1316	0	0.00000	0	39	3	12		No	$0	Yes	z_F	Bachelors	Student	7	Commercial	$6,930	3	z_SUV	no	$0	0	No	0	10	z_Highly Rural/ Rural
1317	1	3897.00000	0	54	0	11	$63,027	No	$0	z_No	M	Masters	Lawyer	52	Private	$7,650	1	Pickup	yes	$6,927	2	No	0	15	Highly Urban/ Urban
1318	1	3092.00000	0	NA	3	0	$0	Yes	$0	z_No	M	Bachelors	Student	5	Commercial	$1,500	10	Minivan	yes	$0	0	No	7	8	Highly Urban/ Urban
1319	1	4155.00000	0	37	2	13	$4,319	No	$0	Yes	M	z_High School	Student	36	Private	$9,960	6	Minivan	no	$0	0	No	3	1	Highly Urban/ Urban
1320	0	0.00000	0	47	0	10	$31,096	No	$173,254	Yes	M	<High School	Clerical	31	Private	$27,760	4	Minivan	no	$0	0	No	1	4	Highly Urban/ Urban
1321	0	0.00000	0	39	0	12	$152,271	No	$0	z_No	M	PhD	Manager	30	Commercial	$16,730	1	Van	yes	$0	0	Yes	1	18	Highly Urban/ Urban
1322	1	6653.00000	1	39	2	9	$24,628	No	$195,489	Yes	z_F	z_High School	z_Blue Collar	32	Commercial	$18,810	6	z_SUV	no	$2,415	1	No	3	10	Highly Urban/ Urban
1324	0	0.00000	0	29	1	12	$45,114	No	$121,949	Yes	M	z_High School	Clerical	41	Private	$8,780	6	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
1325	1	4209.47163	0	39	0	13	$22,348	No	$0	z_No	z_F	z_High School	Clerical	26	Private	$13,150	1	z_SUV	no	$5,484	1	No	0	1	Highly Urban/ Urban
1326	0	0.00000	2	44	3	10	$83,682	No	$278,852	Yes	z_F	Masters		24	Commercial	$15,310	13	Pickup	no	$3,655	1	No	0	13	Highly Urban/ Urban
1327	0	0.00000	0	50	0	13	$64,934	No	$235,719	Yes	M	Bachelors	Manager	28	Commercial	$27,460	6	Panel Truck	yes	$1,678	2	No	3	6	Highly Urban/ Urban
1328	0	0.00000	0	36	0	11	$67,036	No	$240,155	Yes	M	Masters	Professional	40	Commercial	$23,050	10	Panel Truck	no	$3,777	3	No	1	19	Highly Urban/ Urban
1329	0	0.00000	0	45	3	14	$73,867	No	$231,278	Yes	z_F	Bachelors	Clerical	14	Private	$14,060	11	z_SUV	no	$1,300	2	No	6	10	Highly Urban/ Urban
1330	1	3626.00000	0	58	0	16	$6,657	No	$0	Yes	M	<High School	Student	23	Commercial	$4,790	1	Pickup	no	$37,285	3	Yes	4	7	Highly Urban/ Urban
1331	1	3332.23785	0	35	1	13	$72,167	Yes	$0	z_No	M	PhD	Doctor	31	Private	$19,700	5	Van	yes	$7,276	2	No	7	13	Highly Urban/ Urban
1332	0	0.00000	0	46	0	7	$130,464	No	$362,541	z_No	z_F	z_High School	Professional	37	Private	$24,180	11	z_SUV	no	$11,728	2	No	4	1	Highly Urban/ Urban
1333	0	0.00000	0	54	0	15	$144,348	No	$367,562	Yes	M	Masters		16	Commercial	$27,810	12	Panel Truck	no	$0	0	No	1	14	Highly Urban/ Urban
1334	0	0.00000	0	52	0	13	$605	No	$0	z_No	z_F	z_High School	Home Maker	45	Private	$19,420	1	Minivan	no	$0	0	No	0	5	z_Highly Rural/ Rural
1335	1	3760.00000	0	26	1	9	$73,655	Yes	$0	z_No	z_F	Bachelors	Professional	44	Commercial	$9,150	13	z_SUV	no	$7,303	2	No	5	7	Highly Urban/ Urban
1336	0	0.00000	0	29	2	8	$36,324	Yes	$0	z_No	M	z_High School	z_Blue Collar	30	Commercial	$8,030	6	Pickup	yes	$0	0	No	0	9	z_Highly Rural/ Rural
1337	0	0.00000	0	47	0	14	$14,632	No	$0	Yes	z_F	Bachelors	Student	42	Commercial	$7,590	7	Minivan	no	$2,988	1	No	2	14	Highly Urban/ Urban
1338	0	0.00000	0	48	0	13		No	$183,979	Yes	M	PhD	Doctor	30	Private	$7,830	1	Minivan	yes	$5,782	3	No	0	13	Highly Urban/ Urban
1339	0	0.00000	0	39	0	9	$24,492	No	$0	z_No	z_F	z_High School	Clerical	24	Private	$8,710	1	z_SUV	no	$0	0	No	2	8	z_Highly Rural/ Rural
1340	0	0.00000	0	45	3	14	$64,665	No	$255,595	Yes	M	z_High School	Clerical	48	Commercial	$20,970	1	Van	yes	$0	0	No	0	1	z_Highly Rural/ Rural
1341	1	2856.00000	0	38	2	14	$58,833	No	$193,644	Yes	M	Bachelors	z_Blue Collar	41	Commercial	$20,750	1	Minivan	yes	$8,403	1	No	6	10	Highly Urban/ Urban
1343	0	0.00000	0	51	0	12	$35,024	No	$196,320	Yes	z_F	<High School	z_Blue Collar	38	Private	$5,000	7	z_SUV	no	$0	0	No	0	6	z_Highly Rural/ Rural
1344	0	0.00000	1	36	1	12	$16,950	Yes	$0	z_No	M	<High School	z_Blue Collar	34	Private	$12,190	1	Pickup	no	$0	0	No	1	4	z_Highly Rural/ Rural
1345	1	3242.00000	0	30	0	7	$10,678	No	$0	z_No	M	<High School	Clerical	22	Commercial	$11,700	4	Pickup	yes	$7,228	1	No	8	7	Highly Urban/ Urban
1346	0	0.00000	0	44	2	13	$57,267	No	$208,613	Yes	M	z_High School	Manager	23	Commercial	$11,630	1	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
1347	1	1397.00000	0	24	3	15	$13,003	No	$104,742	Yes	z_F	z_High School	Clerical	38	Private	$1,500	6	z_SUV	no	$3,230	2	No	4	1	Highly Urban/ Urban
1349	1	7692.00000	2	38	3	11	$145,073	No	$406,547	Yes	M	PhD		15	Commercial	$19,810	6	Van	yes	$0	0	No	0	12	Highly Urban/ Urban
1350	0	0.00000	0	49	0	10	$70,590	No	$219,205	Yes	M	Bachelors	Manager	28	Private	$17,640	10	Minivan	yes	$0	0	No	3	13	Highly Urban/ Urban
1351	1	4007.00000	0	32	1	11	$21,400	Yes	$0	z_No	z_F	<High School	Clerical	30	Private	$14,790	11	Minivan	no	$6,373	1	No	5	1	Highly Urban/ Urban
1352	1	2193.00000	1	40	2	12	$4,344	No	$69,014	Yes	z_F	<High School	Home Maker	38	Private	$22,010	1	Pickup	no	$3,226	2	No	5	NA	Highly Urban/ Urban
1354	0	0.00000	0	50	0	14	$126,896	No	$340,102	Yes	M	PhD	Manager	34	Private	$1,500	1	Minivan	yes	$0	0	No	2	16	Highly Urban/ Urban
1355	1	1748.74163	0	22	0	10	$5,442	No	$0	Yes	M	Bachelors	Student	46	Commercial	$3,800	1	Minivan	yes	$30,922	2	Yes	6	1	Highly Urban/ Urban
1356	1	4617.00000	0	38	2	10	$53,532	Yes	$0	z_No	z_F	<High School	z_Blue Collar	53	Private	$10,650	1	Sports Car	no	$6,697	3	No	4	4	Highly Urban/ Urban
1357	1	22243.71485	0	42	0	6	$82,608	No	$0	z_No	M	Bachelors	z_Blue Collar	41	Commercial	$20,730	6	Van	yes	$0	0	No	2	1	Highly Urban/ Urban
1358	1	33590.50857	0	49	0	11	$13,148	No	$159,195	z_No	M	<High School	z_Blue Collar	71	Private	$12,540	6	Minivan	yes	$0	0	No	5	8	Highly Urban/ Urban
1359	1	4020.71638	0	27	1	9	$37,130	Yes	$0	z_No	z_F	<High School	z_Blue Collar	5	Private	$7,910	1	z_SUV	no	$2,616	4	No	1	1	Highly Urban/ Urban
1360	0	0.00000	0	62	0	12	$11,668	No	$0	z_No	M	Bachelors	Student	47	Private	$8,870	7	z_SUV	no	$0	0	No	0	3	z_Highly Rural/ Rural
1361	0	0.00000	0	45	1	17	$5,306	No	$0	Yes	z_F	z_High School	Student	32	Private	$12,990	6	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
1362	0	0.00000	0	44	0	8	$45,152	No	$177,436	Yes	M	z_High School	Clerical	49	Private	$9,180	10	Minivan	yes	$18,289	2	No	6	1	Highly Urban/ Urban
1364	0	0.00000	0	30	2	NA	$26,226	No	$165,178	Yes	z_F	z_High School	Clerical	68	Private	$4,120	1	Sports Car	no	$5,833	1	No	0	1	z_Highly Rural/ Rural
1365	0	0.00000	1	38	1	12	$149,453	No	$390,144	Yes	M	Bachelors	Professional	24	Commercial	$20,250	3	Van	no	$5,040	1	No	0	6	Highly Urban/ Urban
1366	0	0.00000	0	38	4	19	$30,735	No	$136,298	Yes	z_F	<High School	Clerical	15	Private	$8,370	3	z_SUV	no	$0	0	No	2	4	z_Highly Rural/ Rural
1367	0	0.00000	0	36	0	7	$36,990	No	$0	z_No	z_F	z_High School	Clerical	35	Private	$5,100	11	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
1368	0	0.00000	0	34	1	10		No	$343,404	Yes	M	PhD		38	Commercial	$19,190	8	Van	no	$0	0	No	0	8	Highly Urban/ Urban
1369	1	3762.00000	0	41	0	13	$55,138	No	$0	z_No	z_F	Bachelors	z_Blue Collar	29	Commercial	$16,880	10	z_SUV	no	$0	0	Yes	0	13	Highly Urban/ Urban
1370	0	0.00000	0	52	0	12	$23,406	No	$175,922	z_No	M	<High School	z_Blue Collar	25	Private	$6,960	13	Pickup	yes	$0	0	No	0	8	Highly Urban/ Urban
1373	0	0.00000	0	42	0	12	$82,660	No	$208,431	z_No	z_F	Masters	Lawyer	59	Private	$9,770	6	z_SUV	no	$0	0	No	0	19	Highly Urban/ Urban
1374	0	0.00000	0	46	0	14	$125,379	No	$347,068	Yes	M	Masters	Lawyer	29	Private	$18,640	1	Van	no	$0	0	No	2	17	Highly Urban/ Urban
1375	1	1758.00000	0	65	0	0	$0	No	$94,474	Yes	z_F	z_High School	Home Maker	24	Private	$8,000	1	Sports Car	no	$37,129	2	Yes	0	6	Highly Urban/ Urban
1376	0	0.00000	0	59	0	8	$137,279	No	$349,652	Yes	z_F	Masters	Lawyer	59	Private	$16,430	11	z_SUV	no	$9,849	3	No	3	19	Highly Urban/ Urban
1377	0	0.00000	0	32	2	10	$52,102	No	$213,376	Yes	z_F	z_High School	Clerical	23	Private	$10,750	9	z_SUV	no	$7,476	3	No	2	1	Highly Urban/ Urban
1379	1	4289.00000	0	47	0	10	$57,607	No	$0	z_No	M	<High School	z_Blue Collar	24	Commercial	$12,970	10	Minivan	yes	$8,917	1	Yes	5	1	z_Highly Rural/ Rural
1380	0	0.00000	0	35	0	0	$0	No	$0	Yes	M	z_High School	Student	5	Commercial	$1,500	9	Minivan	yes	$7,160	3	No	0	1	Highly Urban/ Urban
1383	1	1669.00000	0	51	0	11	$65,979	No	$164,614	Yes	M	z_High School	Manager	35	Private	$19,990	4	Van	yes	$0	0	No	0	1	Highly Urban/ Urban
1384	0	0.00000	0	45	0	14	$79,941	No	$258,068	Yes	z_F	Masters	Lawyer	35	Private	$20,720	4	Pickup	no	$1,826	3	No	0	15	Highly Urban/ Urban
1385	0	0.00000	0	41	3	0	$0	No	$0	Yes	z_F	Bachelors	Student	40	Commercial	$12,830	1	z_SUV	no	$0	0	No	0	5	z_Highly Rural/ Rural
1386	0	0.00000	0	51	0	7	$76,916	No	$255,588	Yes	z_F	Masters	Professional	20	Private	$21,080	7	z_SUV	no	$0	0	No	0	5	Highly Urban/ Urban
1387	0	0.00000	0	43	1	14	$39,140	No	$173,591	Yes	z_F	z_High School	Clerical	21	Private	$26,470	7	Pickup	no	$0	0	No	0	1	z_Highly Rural/ Rural
1388	1	2034.00000	0	36	2	12	$39,400	No	$152,463	Yes	z_F	z_High School	Clerical	54	Private	$5,100	1	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
1389	1	2753.00000	1	37	2	0	$0	No	$80,883	Yes	z_F	Bachelors	Home Maker	26	Private	$7,070	1	Sports Car	no	$982	3	No	1	6	Highly Urban/ Urban
1390	0	0.00000	0	44	0	0	$0	No	$97,040	Yes	z_F	z_High School	Home Maker	36	Private	$1,500	7	z_SUV	no	$0	0	No	1	8	z_Highly Rural/ Rural
1391	0	0.00000	0	53	0	13	$117,854	No	$0	z_No	M	Masters	Lawyer	5	Private	$6,800	10	Pickup	yes	$0	0	No	0	1	z_Highly Rural/ Rural
1392	1	4868.00000	0	47	0	0	$0	No	$121,454	Yes	z_F	Masters	Home Maker	23	Commercial	$23,060	17	Pickup	no	$8,752	3	No	0	18	Highly Urban/ Urban
1395	0	0.00000	0	46	0	10	$37,360	No	$0	z_No	z_F	Masters	Home Maker	24	Private	$22,770	4	Minivan	no	$0	0	No	1	16	z_Highly Rural/ Rural
1396	1	4451.00000	0	37	0	12	$102,604	No	$276,929	Yes	M	Bachelors	Professional	38	Commercial	$21,620	7	Van	no	$5,222	1	No	2	1	Highly Urban/ Urban
1397	0	0.00000	0	56	0	15	$118,666	No	$335,737	Yes	M	Bachelors	z_Blue Collar	59	Commercial	$15,390	1	Minivan	yes	$0	0	No	0	9	z_Highly Rural/ Rural
1399	0	0.00000	0	53	0	9	$12,336	No	$136,383	z_No	z_F	PhD	Home Maker	33	Private	$25,950	1	Minivan	no	$2,367	1	No	5	10	Highly Urban/ Urban
1400	0	0.00000	0	26	1	12	$50,402	No	$169,080	Yes	z_F	z_High School	Clerical	48	Private	$9,140	6	Sports Car	no	$7,567	1	No	0	1	z_Highly Rural/ Rural
1401	0	0.00000	1	40	1	10	$30,120	Yes		z_No	z_F	<High School	z_Blue Collar	20	Private	$4,510	1	Sports Car	no	$14,646	1	No	0	NA	z_Highly Rural/ Rural
1402	1	4419.00000	0	52	0	7	$64,531	No	$0	z_No	M	Bachelors	z_Blue Collar	34	Commercial	$6,700	10	Pickup	no	$5,524	2	No	2	16	Highly Urban/ Urban
1403	0	0.00000	0	50	0	14	$17,557	No	$81,891	Yes	z_F	<High School	Clerical	21	Private	$9,540	1	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
1406	1	3643.00000	1	37	2	7	$89,343	Yes	$251,826	z_No	z_F	Bachelors	Professional	64	Private	$14,130	1	Sports Car	no	$6,265	2	No	0	8	Highly Urban/ Urban
1407	0	0.00000	0	43	2	16	$63,612	No	$220,417	Yes	M	z_High School	Clerical	57	Private	$12,160	10	Minivan	no	$0	0	No	1	1	z_Highly Rural/ Rural
1408	0	0.00000	0	47	0	8	$63,752	No	$0	z_No	z_F	Bachelors	z_Blue Collar	49	Private	$9,550	1	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
1409	0	0.00000	0	41	0	12	$17,996	No	$94,434	z_No	z_F	z_High School	Home Maker	27	Private	$5,600	10	z_SUV	no	$1,391	1	No	1	6	Highly Urban/ Urban
1410	0	0.00000	0	51	0	11	$102,410	No	$0	z_No	M	Masters	Professional	56	Private	$14,620	3	Minivan	no	$0	0	No	0	14	Highly Urban/ Urban
1411	0	0.00000	1	39	1	12	$70,673	No	$223,484	Yes	M	z_High School	z_Blue Collar	55	Commercial	$17,900	1	Van	no	$0	0	No	0	9	z_Highly Rural/ Rural
1412	0	0.00000	0	48	0	0	$0	No	$0	z_No	z_F	z_High School	Home Maker	5	Private	$8,640	1	z_SUV	no	$0	0	No	4	1	Highly Urban/ Urban
1413	0	0.00000	0	34	2	12	$55,229	No	$202,455	Yes	z_F	Bachelors	z_Blue Collar	56	Commercial	$8,390	10	z_SUV	no	$0	0	No	0	6	Highly Urban/ Urban
1414	0	0.00000	0	58	0	8	$77,886	No	$270,550	Yes	M	Bachelors	Professional	34	Commercial	$42,010	4	Panel Truck	yes	$6,138	1	No	8	8	Highly Urban/ Urban
1415	1	931.00000	0	34	0	5	$59,972	No	$165,806	z_No	M	Bachelors	Professional	51	Commercial	$23,040	1	Panel Truck	no	$0	0	No	3	7	Highly Urban/ Urban
1416	0	0.00000	0	43	0	6	$39,273	No	$0	z_No	M	z_High School	z_Blue Collar	39	Commercial	$21,660	6	Van	no	$0	0	No	0	1	z_Highly Rural/ Rural
1417	0	0.00000	0	37	0	7	$114,636	No	$300,906	Yes	z_F	Bachelors	Manager	34	Private	$33,240	6	z_SUV	no	$0	0	No	2	12	Highly Urban/ Urban
1418	0	0.00000	0	41	0	10	$27,907	No	$152,144	z_No	z_F	z_High School	Home Maker	40	Private	$8,390	6	Sports Car	no	$0	0	No	4	6	z_Highly Rural/ Rural
1420	1	7406.00000	2	40	2	14	$12,339	No	$107,774	Yes	M	Masters	Manager	47	Commercial	$22,310	1	Van	yes	$3,816	3	No	5	15	Highly Urban/ Urban
1422	0	0.00000	0	43	2	15	$97,610	No		Yes	z_F	Masters	Lawyer	14	Private	$21,720	1	Pickup	no	$0	0	No	1	15	Highly Urban/ Urban
1423	0	0.00000	0	30	2	12	$78,213	No	$245,925	Yes	z_F	<High School	z_Blue Collar	57	Private	$17,630	10	z_SUV	no	$0	0	No	3	NA	z_Highly Rural/ Rural
1424	0	0.00000	0	42	0	6	$22,019	No	$140,727	Yes	M	z_High School	z_Blue Collar	47	Commercial	$12,100	1	Minivan	yes	$1,738	1	No	0	9	Highly Urban/ Urban
1425	0	0.00000	1	41	2	15	$79,648	Yes	$0	z_No	z_F	Masters	Lawyer	18	Private	$25,990	1	Minivan	no	$0	0	Yes	3	14	Highly Urban/ Urban
1427	0	0.00000	0	47	0	11	$69,616	No	$264,840	Yes	M	Bachelors	z_Blue Collar	63	Commercial	$10,510	4	Minivan	no	$0	0	No	0	13	Highly Urban/ Urban
1428	1	8484.00000	0	29	2	13	$26,413	No	$172,043	Yes	z_F	z_High School	Clerical	29	Commercial	$16,200	4	Pickup	no	$0	0	No	1	1	Highly Urban/ Urban
1429	0	0.00000	0	38	0	12	$31,615	No	$151,255	Yes	M	<High School	z_Blue Collar	36	Private	$5,400	1	Pickup	no	$4,843	3	No	0	1	Highly Urban/ Urban
1430	1	8162.00000	0	62	0	12	$34,033	No	$0	z_No	M	z_High School	z_Blue Collar	69	Commercial	$11,100	14	Sports Car	no	$4,821	3	No	7	1	Highly Urban/ Urban
1432	0	0.00000	0	41	2	13		Yes	$240,520	z_No	z_F	Bachelors	Professional	25	Private	$19,600	4	Sports Car	no	$3,220	3	No	0	7	Highly Urban/ Urban
1433	0	0.00000	0	47	0	0	$0	No	$0	z_No	M	Bachelors	Student	25	Commercial	$12,030	1	Minivan	yes	$0	0	No	0	14	Highly Urban/ Urban
1434	1	4026.00000	0	28	2	10	$23,427	No	$98,357	Yes	z_F	<High School	Clerical	50	Private	$6,640	4	z_SUV	no	$17,308	3	Yes	6	1	Highly Urban/ Urban
1436	0	0.00000	0	30	2	11	$134,792	Yes	$304,438	z_No	z_F	Bachelors	z_Blue Collar	28	Commercial	$23,560	6	Pickup	no	$0	0	No	3	9	Highly Urban/ Urban
1439	0	0.00000	0	49	0	12	$4,542	No	$116,360	Yes	z_F	Bachelors	Home Maker	33	Private	$6,850	6	z_SUV	no	$0	0	No	0	5	Highly Urban/ Urban
1440	0	0.00000	0	53	0	13	$70,494	No	$227,305	Yes	M	PhD	Manager	22	Private	$13,850	4	Minivan	yes	$0	0	No	3	15	Highly Urban/ Urban
1441	1	4027.00000	0	35	1	0	$0	No	$0	Yes	z_F	z_High School	Student	53	Private	$11,630	1	z_SUV	no	$9,624	2	No	6	1	Highly Urban/ Urban
1443	0	0.00000	0	40	3	17	$96,169	No	$281,910	Yes	z_F	Bachelors	Manager	34	Private	$17,170	10	Minivan	no	$0	0	No	2	8	Highly Urban/ Urban
1444	0	0.00000	1	41	4	16	$38,819	No	$154,796	Yes	M	z_High School	z_Blue Collar	57	Commercial	$27,910	10	Panel Truck	yes	$4,858	2	No	0	1	Highly Urban/ Urban
1445	0	0.00000	0	50	0	11	$176,680	No		Yes	M	PhD		20	Commercial	$35,190	1	Panel Truck	yes	$0	0	No	0	15	z_Highly Rural/ Rural
1446	0	0.00000	0	45	0	12	$20,850	No	$129,556	Yes	z_F	z_High School	Clerical	48	Commercial	$17,920	9	z_SUV	no	$0	0	No	1	1	z_Highly Rural/ Rural
1447	0	0.00000	0	57	0	12	$55,119	No	$232,678	Yes	M	Masters	Lawyer	29	Private	$12,710	6	Minivan	yes	$0	0	No	2	14	Highly Urban/ Urban
1448	0	0.00000	0	52	0	14	$27,616	No	$167,006	Yes	M	Masters	Lawyer	49	Private	$9,460	7	Minivan	yes	$0	0	No	0	10	Highly Urban/ Urban
1449	0	0.00000	0	40	1	9	$44,138	Yes	$0	z_No	M	z_High School	z_Blue Collar	46	Commercial	$22,590	6	Panel Truck	no	$1,799	4	No	2	1	Highly Urban/ Urban
1450	0	0.00000	0	54	0	12	$155,634	No	$418,686	Yes	M	Masters		5	Commercial	$26,200	6	Panel Truck	yes	$0	0	No	0	11	Highly Urban/ Urban
1451	0	0.00000	0	45	0	9	$38,290	No	$157,907	Yes	M	z_High School	z_Blue Collar	39	Commercial	$9,830	9	Pickup	no	$1,434	2	No	0	8	Highly Urban/ Urban
1452	0	0.00000	0	32	1	10	$38,500	Yes	$0	z_No	z_F	Bachelors	Clerical	12	Private	$8,550	1	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
1453	0	0.00000	0	42	2	14	$46,751	No	$177,328	Yes	z_F	Masters	Manager	30	Private	$22,040	11	Minivan	no	$0	0	No	0	14	Highly Urban/ Urban
1454	1	3440.00000	0	33	3	0	$0	Yes	$0	z_No	z_F	<High School	Home Maker	34	Private	$7,810	1	Sports Car	no	$31,379	5	Yes	5	6	Highly Urban/ Urban
1455	0	0.00000	0	53	0	13		No	$281,482	Yes	M	PhD		38	Commercial	$24,280	6	Panel Truck	yes	$0	0	No	0	10	Highly Urban/ Urban
1456	0	0.00000	0	49	0	12	$169,708	No	$0	z_No	M	PhD	Manager	23	Commercial	$32,530	1	Panel Truck	yes	$0	0	No	0	10	Highly Urban/ Urban
1457	0	0.00000	0	41	0	13	$49,208	No	$204,795	Yes	M	Bachelors	Professional	57	Private	$21,910	3	Minivan	yes	$0	0	No	0	8	z_Highly Rural/ Rural
1458	0	0.00000	0	52	0	5	$54,545	No	$0	z_No	z_F	Bachelors	Manager	30	Private	$17,930	1	Sports Car	no	$4,037	1	No	0	10	Highly Urban/ Urban
1459	0	0.00000	0	45	1	6	$153,565	Yes	$435,509	z_No	z_F	Masters	Manager	11	Private	$31,110	1	z_SUV	no	$0	0	No	0	13	Highly Urban/ Urban
1460	0	0.00000	1	40	3	0		Yes	$0	z_No	z_F	Bachelors	Student	31	Commercial	$11,840	10	Sports Car	no	$30,363	2	Yes	0	9	Highly Urban/ Urban
1461	0	0.00000	0	48	0	6	$93,543	No	$289,825	Yes	M	z_High School	z_Blue Collar	9	Commercial	$38,210	6	Minivan	yes	$0	0	No	2	1	Highly Urban/ Urban
1462	1	6110.79990	2	40	2	5	$16,575	No	$158,720	Yes	M	z_High School	Clerical	34	Private	$7,160	3	Pickup	yes	$0	0	No	2	1	Highly Urban/ Urban
1463	0	0.00000	0	39	0	0	$0	No	$82,620	Yes	z_F	PhD	Home Maker	47	Private	$15,290	10	Sports Car	no	$1,344	4	No	5	12	Highly Urban/ Urban
1465	0	0.00000	0	54	0	12	$103,454	No	$303,050	Yes	M	Masters	Lawyer	45	Private	$26,420	1	Minivan	no	$5,555	3	No	4	10	Highly Urban/ Urban
1466	0	0.00000	0	42	0	13	$77,737	No	$238,724	Yes	z_F	Bachelors	Manager	27	Private	$13,470	6	Minivan	no	$0	0	No	0	11	Highly Urban/ Urban
1467	1	1335.00000	0	45	0	10	$67,263	No	$212,757	Yes	M	Bachelors	Professional	50	Commercial	$32,270	7	Panel Truck	no	$0	0	Yes	0	NA	Highly Urban/ Urban
1468	0	0.00000	0	50	0	14	$123,536	No	$327,205	Yes	z_F	Masters	Manager	25	Private	$19,880	10	z_SUV	no	$0	0	No	0	NA	Highly Urban/ Urban
1469	0	0.00000	0	38	0	9	$51,996	No	$223,035	Yes	M	z_High School	Professional	46	Private	$11,330	11	Pickup	no	$2,721	4	No	1	1	z_Highly Rural/ Rural
1470	1	27254.00086	0	29	1	9	$445	Yes	$97,183	z_No	z_F	Bachelors	Home Maker	32	Private	$16,060	10	z_SUV	no	$2,555	3	No	0	13	Highly Urban/ Urban
1472	0	0.00000	0	46	0	10	$131,260	No	$0	z_No	M	PhD	Lawyer	22	Private	$19,230	7	Minivan	no	$0	0	No	0	20	Highly Urban/ Urban
1474	0	0.00000	0	29	1	3	$17,120	Yes	$117,426	z_No	M	z_High School	Clerical	20	Private	$6,970	4	Pickup	yes	$26,023	1	Yes	4	1	Highly Urban/ Urban
1475	0	0.00000	0	47	0	14	$62,048	No	$0	z_No	M	<High School	z_Blue Collar	24	Private	$12,400	1	Minivan	no	$19,899	1	No	5	1	Highly Urban/ Urban
1477	0	0.00000	0	35	0	9	$67,298	No	$182,676	Yes	z_F	Masters		24	Commercial	$15,860	17	Pickup	no	$0	0	No	1	10	Highly Urban/ Urban
1480	0	0.00000	0	40	0	12	$114,853	No	$326,499	Yes	z_F	PhD	Doctor	16	Private	$11,970	1	z_SUV	no	$0	0	No	2	7	Highly Urban/ Urban
1481	0	0.00000	0	36	0	7	$39,376	No	$142,985	Yes	z_F	z_High School	Home Maker	47	Private	$9,040	10	Sports Car	no	$4,905	1	No	4	5	Highly Urban/ Urban
1482	0	0.00000	0	50	0	NA	$50,710	No	$203,217	Yes	M	Bachelors	Manager	28	Private	$11,570	7	Pickup	no	$11,653	3	No	1	9	Highly Urban/ Urban
1483	1	16012.26191	2	42	2	17	$51,608	No	$169,843	Yes	z_F	z_High School	Clerical	35	Private	$10,860	3	z_SUV	no	$7,497	1	No	5	1	Highly Urban/ Urban
1484	1	1070.00000	0	52	0	13	$77,351	No	$187,879	Yes	M	Masters		51	Commercial	$6,700	10	Pickup	yes	$5,984	2	No	6	16	Highly Urban/ Urban
1485	0	0.00000	0	43	0	0	$0	No	$97,754	z_No	M	z_High School	Student	22	Commercial	$8,030	7	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
1486	1	4277.00000	0	41	0	10	$18,523	No	$0	z_No	z_F	<High School	Clerical	27	Private	$9,400	13	z_SUV	no	$9,642	3	No	2	5	Highly Urban/ Urban
1488	1	6431.00000	0	49	0	11	$52,485	No	$0	z_No	M	Masters	Lawyer	40	Private	$19,830	4	Van	yes	$0	0	No	3	18	Highly Urban/ Urban
1489	0	0.00000	0	54	0	9	$71,530	No	$0	z_No	z_F	Bachelors	Manager	50	Private	$23,870	7	z_SUV	no	$5,971	5	No	0	13	Highly Urban/ Urban
1490	0	0.00000	0	46	0	12	$53,694	No	$193,057	Yes	z_F	z_High School	z_Blue Collar	75	Commercial	$11,530	1	Sports Car	no	$0	0	No	2	1	z_Highly Rural/ Rural
1491	1	7035.00000	0	31	1	12	$65,651	No	$288,294	Yes	M	Masters		32	Commercial	$17,760	6	Van	yes	$29,471	2	Yes	0	18	Highly Urban/ Urban
1493	0	0.00000	0	63	0	0	$0	No	$111,129	Yes	z_F	PhD	Home Maker	33	Private	$10,440	3	Sports Car	no	$2,482	2	No	0	15	Highly Urban/ Urban
1494	0	0.00000	0	31	1	5	$11,878	No	$110,650	Yes	z_F	PhD	Manager	17	Private	$11,530	1	z_SUV	no	$8,837	1	No	2	NA	Highly Urban/ Urban
1495	1	5485.00000	0	54	0	14	$81,524	No		z_No	M	Masters	Lawyer	50	Private	$10,650	1	Pickup	no	$0	0	Yes	0	15	Highly Urban/ Urban
1498	0	0.00000	1	42	1	10	$63,994	No	$295,428	Yes	M	z_High School	z_Blue Collar	30	Commercial	$18,750	1	Van	yes	$0	0	No	4	1	Highly Urban/ Urban
1499	1	9623.13642	0	33	1	14	$46,780	No	$142,430	Yes	M	z_High School	Clerical	38	Commercial	$9,480	9	Pickup	yes	$6,937	2	No	5	1	Highly Urban/ Urban
1500	1	2505.00000	0	56	0	14	$38,924	No	$183,890	Yes	z_F	Masters	Lawyer	49	Private	$5,390	6	Sports Car	no	$0	0	No	1	16	Highly Urban/ Urban
1501	0	0.00000	0	53	0	12	$90,887	No	$0	z_No	M	Bachelors	z_Blue Collar	37	Commercial	$18,240	4	Van	yes	$0	0	No	0	12	Highly Urban/ Urban
1502	0	0.00000	0	43	2	11	$124,814	Yes	$0	z_No	M	z_High School	z_Blue Collar	15	Commercial	$31,140	7	Panel Truck	no	$0	0	No	0	7	Highly Urban/ Urban
1503	0	0.00000	0	40	0	NA	$89,448	No	$0	z_No	z_F	Bachelors	z_Blue Collar	49	Commercial	$14,920	10	z_SUV	no	$0	0	No	0	7	z_Highly Rural/ Rural
1504	0	0.00000	0	42	2	NA	$82,981	No	$265,823	Yes	M	z_High School	z_Blue Collar	63	Private	$14,560	6	Minivan	yes	$0	0	No	0	5	z_Highly Rural/ Rural
1505	1	4415.00000	1	43	1	13	$65,779	No	$190,317	Yes	z_F	Masters	Professional	29	Private	$14,850	1	z_SUV	no	$35,737	3	Yes	4	17	Highly Urban/ Urban
1506	1	6673.00000	1	36	2	0	$0	No	$0	Yes	M	<High School	Student	26	Private	$12,370	10	Minivan	no	$3,373	2	No	1	1	Highly Urban/ Urban
1507	0	0.00000	0	33	1	9	$9,530	No	$0	Yes	z_F	z_High School	Student	25	Private	$10,270	7	z_SUV	no	$1,108	3	No	5	9	Highly Urban/ Urban
1508	0	0.00000	0	53	0	12	$79,183	No	$259,874	Yes	z_F	z_High School	Manager	25	Private	$16,610	7	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
1509	1	6761.00000	0	43	0	12	$13,349	No	$140,323	Yes	M	<High School	Clerical	45	Commercial	$9,470	4	Pickup	no	$0	0	No	3	6	Highly Urban/ Urban
1510	0	0.00000	0	54	0	7	$221,413	No	$511,661	Yes	M	Masters	Lawyer	17	Private	$35,760	4	Minivan	no	$0	0	No	0	17	Highly Urban/ Urban
1511	0	0.00000	0	41	2	16	$74,400	No	$278,185	Yes	z_F	Masters	Lawyer	5	Private	$13,250	4	Sports Car	no	$0	0	No	0	17	Highly Urban/ Urban
1512	0	0.00000	0	33	1	11	$12,921	Yes	$129,916	z_No	z_F	<High School	Clerical	5	Private	$4,900	7	z_SUV	no	$0	0	No	0	6	z_Highly Rural/ Rural
1513	1	4368.00000	0	38	2	11	$43,036	Yes	$0	z_No	M	z_High School	z_Blue Collar	49	Commercial	$9,600	6	Pickup	yes	$4,111	1	No	0	4	Highly Urban/ Urban
1514	0	0.00000	0	59	0	11	$123,969	No	$347,418	Yes	M	Masters		35	Commercial	$31,540	1	Panel Truck	no	$0	0	No	1	NA	Highly Urban/ Urban
1516	0	0.00000	0	41	0	10	$103,948	No	$290,521	Yes	M	z_High School	z_Blue Collar	67	Commercial	$15,990	1	Minivan	yes	$0	0	No	1	12	z_Highly Rural/ Rural
1517	0	0.00000	0	37	3	11	$17,197	Yes	$0	z_No	z_F	<High School	Clerical	52	Private	$6,630	1	z_SUV	no	$8,296	1	No	6	1	Highly Urban/ Urban
1518	1	3084.00000	0	53	0	0	$0	No	$116,797	z_No	z_F	Bachelors	Home Maker	25	Private	$12,380	1	Minivan	no	$29,865	2	No	0	12	Highly Urban/ Urban
1520	0	0.00000	0	44	0	9	$124,829	No	$0	z_No	z_F	Masters	Lawyer	39	Private	$23,030	10	z_SUV	no	$3,441	1	No	0	16	Highly Urban/ Urban
1521	0	0.00000	0	70	0	16	$62,304	No	$214,707	Yes	z_F	z_High School	Professional	5	Private	$24,710	6	Sports Car	no	$4,346	4	No	5	1	Highly Urban/ Urban
1523	0	0.00000	0	52	0	13	$3,079	No	$64,198	z_No	z_F	<High School	Home Maker	35	Private	$8,930	10	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
1524	0	0.00000	0	38	0	12	$32,447	No	$143,714	Yes	M	<High School	z_Blue Collar	25	Commercial	$13,170	6	Minivan	yes	$0	0	No	0	6	Highly Urban/ Urban
1525	0	0.00000	0	46	0	NA		No	$69,692	Yes	M	PhD	Lawyer	30	Private	$6,300	10	Minivan	yes	$7,893	1	No	0	14	Highly Urban/ Urban
1527	1	1043.00000	0	43	1	0	$0	No	$0	Yes	M	z_High School	Student	27	Commercial	$7,770	1	Pickup	no	$32,562	1	No	6	5	z_Highly Rural/ Rural
1528	0	0.00000	0	42	3	14	$84,798	No	$247,913	Yes	z_F	z_High School	z_Blue Collar	5	Commercial	$25,860	6	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
1529	1	5900.00000	0	40	1	14	$2,970	No	$0	Yes	M	<High School	Student	72	Private	$17,710	4	Minivan	no	$0	0	No	5	8	Highly Urban/ Urban
1530	1	3343.00000	0	61	0	16	$41,801	No	$210,979	Yes	z_F	z_High School	Clerical	26	Commercial	$19,030	1	Sports Car	no	$8,377	2	No	6	7	Highly Urban/ Urban
1531	0	0.00000	0	59	0	12	$50,245	No	$0	z_No	M	Bachelors	Clerical	33	Private	$12,420	4	Minivan	yes	$0	0	No	0	5	z_Highly Rural/ Rural
1532	0	0.00000	0	31	1	8	$90,392	No	$284,792	Yes	z_F	Masters		42	Private	$16,910	1	z_SUV	no	$0	0	No	0	12	Highly Urban/ Urban
1533	1	5017.00000	0	24	0	10	$20,220	No	$115,168	Yes	z_F	z_High School	z_Blue Collar	5	Commercial	$17,850	11	Sports Car	yes	$27,872	2	Yes	9	1	Highly Urban/ Urban
1534	0	0.00000	0	38	0	14	$20,449	No	$143,283	Yes	M	z_High School	Clerical	8	Private	$16,580	4	Van	no	$0	0	No	1	1	z_Highly Rural/ Rural
1535	1	1793.00000	0	61	0	9	$28,390	No	$171,805	Yes	M	z_High School	z_Blue Collar	43	Commercial	$14,350	7	z_SUV	no	$0	0	No	2	11	Highly Urban/ Urban
1536	0	0.00000	0	32	3	12	$77,949	No	$222,584	Yes	M	Bachelors	z_Blue Collar	29	Private	$12,180	6	Pickup	yes	$0	0	No	1	11	Highly Urban/ Urban
1539	1	9470.13599	1	40	2	0	$0	Yes	$0	z_No	z_F	<High School	Home Maker	26	Private	$21,340	1	Minivan	no	$0	0	No	1	1	Highly Urban/ Urban
1541	0	0.00000	0	45	0	10	$76,115	No	$262,673	Yes	M	z_High School	z_Blue Collar	5	Commercial	$13,610	4	Minivan	no	$0	0	No	3	1	Highly Urban/ Urban
1542	0	0.00000	0	48	0	15	$132,284	No	$346,399	Yes	M	Masters		58	Commercial	$20,590	7	Van	yes	$1,327	2	No	3	13	Highly Urban/ Urban
1544	0	0.00000	0	32	1	12		No	$133,640	Yes	z_F	z_High School	Clerical	21	Private	$6,760	1	z_SUV	no	$4,211	1	No	6	1	Highly Urban/ Urban
1545	1	5802.00000	0	28	3	11	$57,417	Yes	$144,443	z_No	z_F	Bachelors	z_Blue Collar	37	Commercial	$15,640	1	z_SUV	no	$7,628	2	No	0	8	Highly Urban/ Urban
1546	0	0.00000	0	45	0	11	$55,239	No	$0	z_No	M	Masters	Lawyer	50	Private	$15,700	1	Minivan	no	$0	0	No	3	17	z_Highly Rural/ Rural
1547	0	0.00000	0	51	1	11	$66,296	No	$205,130	Yes	M	Bachelors	Professional	58	Commercial	$29,990	1	Panel Truck	yes	$0	0	No	2	1	Highly Urban/ Urban
1550	1	6057.00000	0	60	0	13	$8,250	No	$113,386	Yes	M	z_High School	Student	14	Commercial	$8,330	1	Minivan	no	$3,730	1	No	2	1	Highly Urban/ Urban
1551	0	0.00000	0	50	0	6	$32,310	No	$0	z_No	M	Bachelors	Manager	35	Commercial	$33,150	3	Panel Truck	no	$0	0	No	0	8	Highly Urban/ Urban
1552	0	0.00000	0	34	1	11	$114,901	No	$295,872	Yes	z_F	PhD	Doctor	19	Private	$19,940	1	Pickup	no	$0	0	No	0	19	Highly Urban/ Urban
1553	0	0.00000	0	36	0	12	$62,419	No	$197,290	Yes	M	Bachelors	Clerical	62	Private	$16,850	1	Minivan	yes	$0	0	No	0	10	z_Highly Rural/ Rural
1554	1	5636.50454	0	22	0	0	$0	No	$0	z_No	z_F	z_High School	Home Maker	63	Private	$13,520	4	z_SUV	no	$28,386	2	Yes	2	1	Highly Urban/ Urban
1555	0	0.00000	0	33	3	14	$6,607	No	$0	Yes	M	<High School	Clerical	9	Commercial	$26,940	10	Panel Truck	yes	$11,963	4	No	2	1	Highly Urban/ Urban
1557	1	1482.00000	2	39	3	12	$39,619	No	$183,660	Yes	z_F	z_High School	z_Blue Collar	42	Commercial	$9,360	13	Sports Car	no	$1,218	2	No	3	10	Highly Urban/ Urban
1558	0	0.00000	0	37	0	16	$32,397	No	$166,306	Yes	z_F	z_High School	z_Blue Collar	41	Commercial	$12,740	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
1559	0	0.00000	0	50	0	11	$57,669	No	$229,682	Yes	z_F	Bachelors	Professional	36	Private	$14,510	10	Sports Car	no	$0	0	No	0	11	Highly Urban/ Urban
1560	0	0.00000	0	57	0	0	$0	No	$125,266	Yes	z_F	PhD	Home Maker	5	Commercial	$23,490	11	Pickup	no	$0	0	No	2	8	Highly Urban/ Urban
1561	0	0.00000	0	48	0	12	$49,551	No	$218,904	Yes	z_F	Bachelors	Professional	24	Private	$16,310	11	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
1562	1	11769.92441	0	52	0	10	$83,901	No	$0	z_No	M	Masters		43	Commercial	$23,650	6	Panel Truck	yes	$0	0	No	5	9	Highly Urban/ Urban
1563	1	3254.00000	0	40	3	13	$44,431	No	$178,105	Yes	z_F	z_High School	Clerical	47	Private	$12,460	1	z_SUV	no	$0	0	No	1	6	z_Highly Rural/ Rural
1565	0	0.00000	0	36	0	12	$44,977	No	$119,567	Yes	M	z_High School	z_Blue Collar	36	Commercial	$14,780	4	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
1566	0	0.00000	0	39	0	12	$71,345	No	$259,414	Yes	z_F	Bachelors	z_Blue Collar	34	Commercial	$29,690	1	Pickup	no	$0	0	No	0	12	z_Highly Rural/ Rural
1567	0	0.00000	0	35	1	0	$0	No	$99,767	Yes	z_F	z_High School	Home Maker	44	Private	$16,870	4	z_SUV	no	$11,353	1	No	2	1	Highly Urban/ Urban
1568	0	0.00000	0	45	3	11	$207,123	Yes	$488,301	z_No	z_F	PhD	Lawyer	42	Private	$27,520	4	Pickup	no	$0	0	No	0	5	Highly Urban/ Urban
1569	0	0.00000	0	50	0	12	$36,622	No	$154,253	z_No	M	Bachelors	Manager	25	Private	$22,210	4	Minivan	no	$0	0	No	0	8	Highly Urban/ Urban
1571	0	0.00000	0	65	0	12		No	$187,397	Yes	M	Bachelors	z_Blue Collar	50	Commercial	$18,870	4	Minivan	yes	$3,357	4	No	4	10	Highly Urban/ Urban
1572	0	0.00000	0	38	0	12	$73,664	No	$0	z_No	z_F	Bachelors	z_Blue Collar	43	Commercial	$13,950	4	z_SUV	no	$0	0	No	1	13	z_Highly Rural/ Rural
1573	0	0.00000	0	36	0	8	$68,284	No	$218,441	Yes	z_F	PhD	Doctor	31	Private	$8,330	7	z_SUV	no	$4,891	1	No	0	10	Highly Urban/ Urban
1574	0	0.00000	0	42	2	14	$66,183	No	$192,396	Yes	z_F	Bachelors	Professional	64	Private	$5,700	4	Sports Car	no	$4,761	3	No	1	9	Highly Urban/ Urban
1575	0	0.00000	0	43	0	11	$190,991	No	$529,523	Yes	M	Masters	Manager	46	Commercial	$20,600	3	Van	no	$0	0	No	2	18	Highly Urban/ Urban
1576	0	0.00000	0	46	0	14	$64,800	No	$221,460	Yes	M	Bachelors	Professional	26	Private	$12,580	6	Minivan	no	$0	0	No	2	11	Highly Urban/ Urban
1578	0	0.00000	0	34	1	15	$109,200	No	$306,724	Yes	M	Masters	Lawyer	26	Private	$17,840	1	Van	yes	$0	0	No	0	1	Highly Urban/ Urban
1579	0	0.00000	0	33	2	13	$19,296	No		Yes	z_F	z_High School	Clerical	21	Private	$12,350	10	z_SUV	no	$4,931	2	No	4	1	Highly Urban/ Urban
1580	0	0.00000	0	39	0	9	$35,366	No	$166,481	Yes	z_F	z_High School	Clerical	30	Private	$1,500	1	Sports Car	no	$0	0	No	0	9	z_Highly Rural/ Rural
1581	0	0.00000	0	48	0	8	$103,751	No	$347,956	Yes	z_F	PhD	Professional	24	Private	$27,950	6	Minivan	no	$0	0	No	3	13	Highly Urban/ Urban
1582	0	0.00000	0	41	0	11	$98,960	No	$283,545	z_No	M	Bachelors	Professional	32	Commercial	$11,400	7	Pickup	yes	$0	0	No	0	13	Highly Urban/ Urban
1583	0	0.00000	0	51	0	12	$103,029	No	$0	z_No	M	Masters	Lawyer	37	Private	$16,900	5	Van	no	$37,667	2	Yes	1	13	Highly Urban/ Urban
1584	0	0.00000	0	38	0	7	$99,207	No	$303,759	Yes	M	Bachelors	Professional	27	Private	$17,240	3	Minivan	yes	$0	0	Yes	0	16	Highly Urban/ Urban
1586	1	4197.00000	0	42	0	13	$58,008	No	$213,887	Yes	M	z_High School	z_Blue Collar	54	Commercial	$18,610	1	Minivan	no	$0	0	Yes	0	1	Highly Urban/ Urban
1587	0	0.00000	0	47	0	6	$101,231	No	$0	z_No	z_F	PhD	Doctor	38	Private	$16,320	8	z_SUV	no	$13,518	1	No	4	11	Highly Urban/ Urban
1588	0	0.00000	0	42	2	0	$0	No	$0	Yes	z_F	<High School	Student	32	Private	$5,700	6	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
1589	1	5372.00000	0	61	0	14	$65,775	No	$199,244	Yes	M	Masters	Lawyer	57	Private	$28,170	4	Sports Car	yes	$0	0	Yes	4	18	Highly Urban/ Urban
1591	0	0.00000	0	37	0	7	$27,606	No	$94,925	z_No	M	z_High School	Manager	28	Private	$8,280	13	Pickup	yes	$7,278	1	No	0	1	Highly Urban/ Urban
1593	1	664.00000	0	44	2	14	$82,068	No	$215,344	Yes	z_F	Bachelors	z_Blue Collar	26	Commercial	$8,980	1	z_SUV	no	$4,423	2	No	0	12	Highly Urban/ Urban
1595	0	0.00000	0	34	3	13	$9,573	No	$114,949	Yes	M	Bachelors	Student	30	Commercial	$3,270	4	Minivan	yes	$0	0	Yes	1	13	Highly Urban/ Urban
1597	0	0.00000	0	53	0	9	$43,802	No	$194,653	z_No	M	Bachelors	z_Blue Collar	36	Commercial	$12,870	13	Minivan	yes	$0	0	No	1	17	Highly Urban/ Urban
1599	1	4085.00000	0	28	1	9		Yes	$0	z_No	z_F	z_High School	z_Blue Collar	32	Commercial	$24,560	7	z_SUV	no	$20,778	3	Yes	6	1	Highly Urban/ Urban
1600	0	0.00000	0	43	0	10	$31,428	No	$0	z_No	M	z_High School	Clerical	5	Private	$5,800	6	Pickup	yes	$0	0	No	4	1	z_Highly Rural/ Rural
1601	1	6686.00000	0	35	0	10	$70,274	No	$0	z_No	M	Masters		32	Commercial	$12,030	10	Pickup	no	$29,205	3	Yes	0	13	Highly Urban/ Urban
1602	1	3931.00000	0	38	0	12	$21,119	No	$136,098	z_No	M	<High School	z_Blue Collar	24	Commercial	$12,180	10	Pickup	no	$3,252	3	No	4	4	Highly Urban/ Urban
1604	0	0.00000	1	38	3	11	$73,677	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	61	Commercial	$20,610	1	Minivan	no	$0	0	No	0	10	z_Highly Rural/ Rural
1605	0	0.00000	0	60	0	13	$104,827	No	$324,437	z_No	M	PhD	Doctor	14	Private	$18,420	10	Van	yes	$0	0	No	0	20	Highly Urban/ Urban
1606	0	0.00000	0	28	1	4	$107,827	Yes	$0	z_No	z_F	Masters		17	Private	$15,080	4	z_SUV	no	$0	0	No	0	16	Highly Urban/ Urban
1608	0	0.00000	0	43	0	0		No	$0	z_No	M	<High School	Student	62	Commercial	$11,680	6	Pickup	no	$0	0	No	0	1	z_Highly Rural/ Rural
1609	1	2593.00000	0	40	0	12	$2,289	No	$0	z_No	z_F	z_High School	Student	21	Private	$5,730	4	z_SUV	no	$0	0	Yes	2	1	Highly Urban/ Urban
1610	0	0.00000	0	41	0	8	$95,166	No	$306,407	z_No	M	Bachelors	Professional	31	Private	$26,890	6	Minivan	no	$0	0	No	0	8	Highly Urban/ Urban
1611	0	0.00000	0	58	0	11	$98,263	No	$296,689	Yes	z_F	Masters	Lawyer	27	Private	$31,700	11	Van	no	$38,683	1	Yes	7	21	Highly Urban/ Urban
1613	0	0.00000	0	28	4	13	$1,754	Yes	$0	z_No	M	z_High School	Student	23	Commercial	$5,810	14	Pickup	yes	$10,118	2	No	0	1	Highly Urban/ Urban
1614	0	0.00000	1	39	2	14	$33,915	No	$161,735	Yes	z_F	z_High School	z_Blue Collar	32	Commercial	$15,010	3	z_SUV	no	$0	0	No	1	1	Highly Urban/ Urban
1615	1	1442.00000	0	58	0	6	$123,288	No	$366,424	z_No	z_F	PhD	Doctor	25	Private	$7,000	1	z_SUV	no	$50,111	4	Yes	1	17	Highly Urban/ Urban
1616	0	0.00000	1	44	2	11		Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	55	Commercial	$9,830	6	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
1617	1	2908.00000	0	34	0	11	$76,847	No	$0	z_No	M	Bachelors	Clerical	34	Private	$15,870	4	Minivan	no	$0	0	No	2	8	z_Highly Rural/ Rural
1618	1	2967.00000	0	47	0	10	$31,456	No	$148,339	z_No	z_F	z_High School	Clerical	56	Private	$1,500	1	z_SUV	no	$3,278	1	No	3	1	z_Highly Rural/ Rural
1619	0	0.00000	0	44	0	10	$83,339	No	$269,056	Yes	z_F	Masters	Lawyer	37	Private	$15,460	3	z_SUV	no	$0	0	No	1	12	Highly Urban/ Urban
1620	1	39260.24360	0	59	0	13	$111,559	No	$330,596	Yes	z_F	Masters		30	Commercial	$29,020	15	Pickup	no	$1,348	3	No	6	NA	Highly Urban/ Urban
1621	0	0.00000	0	57	0	14	$101,399	No	$0	z_No	M	Masters	Lawyer	5	Private	$14,350	1	Minivan	yes	$6,739	3	No	0	14	Highly Urban/ Urban
1622	0	0.00000	0	48	0	12	$62,681	No	$230,262	Yes	z_F	z_High School	Clerical	5	Private	$11,920	6	z_SUV	no	$0	0	No	1	1	Highly Urban/ Urban
1623	0	0.00000	0	39	2	NA	$16,851	No	$150,516	Yes	M	z_High School	Professional	43	Commercial	$5,400	11	Pickup	yes	$0	0	No	1	1	Highly Urban/ Urban
1624	0	0.00000	0	59	3	17	$44,966	No	$0	Yes	z_F	Bachelors	Student	40	Private	$11,900	1	Minivan	no	$6,606	1	No	2	12	Highly Urban/ Urban
1625	0	0.00000	0	43	1	12	$85,494	Yes		z_No	M	Bachelors	z_Blue Collar	29	Commercial	$15,180	16	Minivan	no	$0	0	No	0	11	z_Highly Rural/ Rural
1626	0	0.00000	0	51	0	14	$57,775	No	$216,780	Yes	M	Bachelors	z_Blue Collar	46	Commercial	$7,780	10	Pickup	no	$0	0	No	1	11	Highly Urban/ Urban
1628	0	0.00000	0	53	0	10	$222,372	No	$0	z_No	z_F	Masters	Lawyer	60	Private	$37,140	1	Sports Car	no	$0	0	No	0	7	Highly Urban/ Urban
1631	0	0.00000	0	48	0	13	$92,111	No	$273,337	Yes	M	Masters	Lawyer	26	Private	$13,190	1	Minivan	yes	$0	0	No	0	14	Highly Urban/ Urban
1632	0	0.00000	0	39	3	14	$32,966	Yes	$0	z_No	M	z_High School	z_Blue Collar	59	Commercial	$7,750	25	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
1633	0	0.00000	0	47	0	5	$31,957	No	$156,435	Yes	M	z_High School	Clerical	24	Private	$9,400	6	Minivan	yes	$0	0	Yes	0	6	Highly Urban/ Urban
1634	0	0.00000	0	36	0	10	$62,833	No		Yes	z_F	Bachelors	z_Blue Collar	49	Commercial	$19,800	4	z_SUV	no	$0	0	No	2	NA	Highly Urban/ Urban
1635	1	1342.00000	0	44	2	NA	$27,039	Yes	$0	z_No	z_F	z_High School	Student	49	Private	$11,270	6	z_SUV	no	$2,189	2	No	5	7	Highly Urban/ Urban
1636	0	0.00000	0	31	4	10	$104,421	Yes	$0	z_No	M	Bachelors	z_Blue Collar	33	Commercial	$21,070	1	Minivan	no	$0	0	No	0	11	Highly Urban/ Urban
1637	1	5967.00000	0	36	0	9	$110,873	No	$0	z_No	M	Bachelors	z_Blue Collar	50	Commercial	$24,730	6	Panel Truck	yes	$0	0	No	0	7	Highly Urban/ Urban
1638	0	0.00000	0	31	3	13	$93,540	No		Yes	z_F	z_High School	z_Blue Collar	39	Commercial	$13,950	6	z_SUV	no	$1,150	2	No	3	8	Highly Urban/ Urban
1639	0	0.00000	0	44	0	0	$0	No	$0	Yes	M	z_High School	Student	50	Commercial	$17,700	10	Van	no	$0	0	No	0	12	Highly Urban/ Urban
1642	0	0.00000	0	35	0	10	$82,082	No	$263,271	Yes	M	PhD	Doctor	36	Private	$15,280	1	Minivan	no	$21,014	2	Yes	6	12	Highly Urban/ Urban
1643	0	0.00000	0	33	1	12	$23,514	No	$105,036	Yes	z_F	z_High School	Clerical	27	Private	$7,920	7	z_SUV	no	$0	0	No	0	7	z_Highly Rural/ Rural
1644	0	0.00000	0	40	0	11	$41,477	No	$185,913	z_No	z_F	PhD	Home Maker	16	Private	$16,710	4	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
1645	0	0.00000	0	52	0	14	$74,422	No	$247,486	Yes	z_F	Bachelors	Professional	5	Commercial	$22,490	9	Pickup	no	$0	0	No	0	7	Highly Urban/ Urban
1647	0	0.00000	0	41	1	12	$37,282	Yes	$0	z_No	z_F	Bachelors	Professional	41	Private	$9,330	7	z_SUV	no	$7,037	2	No	5	14	Highly Urban/ Urban
1648	1	4344.00000	1	39	2	13	$31,138	No	$160,202	Yes	z_F	z_High School	Clerical	38	Private	$9,830	1	z_SUV	no	$4,582	2	No	5	1	Highly Urban/ Urban
1649	0	0.00000	0	37	0	11	$106,784	No	$290,821	Yes	z_F	Masters	Lawyer	22	Private	$12,410	6	z_SUV	no	$0	0	No	0	14	Highly Urban/ Urban
1650	1	5292.00000	0	38	3	11	$13,337	Yes	$106,321	z_No	z_F	z_High School	Clerical	53	Private	$6,920	11	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
1651	0	0.00000	0	43	0	12	$128,223	No	$0	z_No	M	Masters		68	Commercial	$21,890	9	Van	yes	$0	0	No	0	15	z_Highly Rural/ Rural
1652	1	3444.00000	0	NA	2	0	$0	Yes	$0	z_No	z_F	<High School	Home Maker	23	Private	$14,500	1	z_SUV	yes	$0	0	No	0	6	Highly Urban/ Urban
1653	1	4943.00000	0	35	1	12	$75,165	No	$253,077	Yes	z_F	Masters	Manager	32	Private	$11,290	6	Sports Car	no	$0	0	No	1	14	Highly Urban/ Urban
1654	0	0.00000	0	41	0	11	$46,294	No	$182,167	z_No	M	Bachelors	Professional	30	Commercial	$11,960	1	Pickup	yes	$5,759	2	No	2	8	Highly Urban/ Urban
1655	1	18084.02979	0	49	0	7	$225,083	No	$0	z_No	z_F	PhD		53	Commercial	$50,970	11	Panel Truck	no	$6,364	1	No	5	14	Highly Urban/ Urban
1656	0	0.00000	0	44	0	6	$38,002	No	$185,665	z_No	z_F	Bachelors	Clerical	30	Private	$10,690	9	Minivan	no	$2,513	3	No	4	8	Highly Urban/ Urban
1657	1	5295.00000	1	36	2	14	$118,971	Yes	$0	z_No	M	Bachelors	Manager	44	Commercial	$31,390	1	Panel Truck	yes	$0	0	No	0	14	Highly Urban/ Urban
1658	0	0.00000	0	45	2	8	$72,245	No	$241,795	Yes	z_F	Bachelors	Professional	28	Private	$13,220	4	z_SUV	no	$0	0	No	2	11	z_Highly Rural/ Rural
1659	0	0.00000	0	42	3	10	$61,438	No	$222,008	Yes	M	Bachelors	Professional	25	Private	$16,060	1	Minivan	yes	$0	0	No	0	13	Highly Urban/ Urban
1660	0	0.00000	0	43	0	11	$87,247	No	$0	z_No	z_F	Masters	Lawyer	21	Private	$20,900	13	z_SUV	no	$0	0	No	0	18	Highly Urban/ Urban
1661	0	0.00000	0	53	0	0	$0	No	$0	z_No	M	<High School	Student	53	Private	$6,800	6	Pickup	yes	$31,796	3	Yes	0	1	z_Highly Rural/ Rural
1663	0	0.00000	0	51	0	0	$0	No	$0	Yes	z_F	z_High School	Student	30	Commercial	$12,360	7	z_SUV	no	$0	0	No	2	1	z_Highly Rural/ Rural
1664	0	0.00000	0	46	0	11	$111,580	No	$291,785	Yes	M	Bachelors	z_Blue Collar	86	Commercial	$6,100	1	Pickup	yes	$0	0	No	1	NA	z_Highly Rural/ Rural
1665	1	7940.03830	0	54	0	0	$0	No	$67,587	Yes	z_F	PhD	Home Maker	28	Private	$6,900	1	z_SUV	no	$856	1	No	4	13	Highly Urban/ Urban
1666	0	0.00000	0	33	1	0	$0	No		Yes	z_F	z_High School	Home Maker	27	Private	$11,300	4	Pickup	no	$0	0	No	0	8	z_Highly Rural/ Rural
1667	0	0.00000	0	45	1	NA	$55,983	Yes	$0	z_No	z_F	Bachelors	Manager	31	Private	$7,240	6	Sports Car	no	$0	0	No	0	10	Highly Urban/ Urban
1669	0	0.00000	1	44	3	0	$0	No	$0	Yes	z_F	z_High School	Student	57	Private	$7,900	6	z_SUV	no	$0	0	Yes	1	11	Highly Urban/ Urban
1670	1	1914.00000	0	56	0	16	$44,940	No	$196,891	Yes	z_F	<High School	z_Blue Collar	39	Private	$15,320	1	z_SUV	no	$0	0	No	2	9	Highly Urban/ Urban
1674	1	2820.00000	0	28	3	14	$10,518	Yes	$107,763	z_No	z_F	z_High School	Home Maker	50	Private	$5,800	4	z_SUV	no	$6,755	1	No	1	NA	Highly Urban/ Urban
1675	0	0.00000	0	41	0	11	$23,649	No	$77,718	Yes	z_F	<High School	z_Blue Collar	10	Private	$7,960	1	Sports Car	no	$0	0	No	0	3	Highly Urban/ Urban
1676	0	0.00000	0	33	1	12	$7,024	No	$60,073	Yes	z_F	Bachelors	Home Maker	31	Commercial	$22,300	4	Pickup	no	$0	0	No	0	13	z_Highly Rural/ Rural
1677	1	908.98339	0	28	1	0	$0	Yes	$63,142	z_No	M	z_High School	Student	42	Commercial	$9,750	9	Pickup	yes	$0	0	No	2	10	Highly Urban/ Urban
1678	0	0.00000	0	53	0	12	$79,834	No	$253,064	Yes	z_F	Bachelors	z_Blue Collar	44	Commercial	$15,180	1	Minivan	no	$2,053	1	No	4	12	Highly Urban/ Urban
1679	1	1448.00000	0	43	0	15		No	$229,294	Yes	z_F	z_High School	z_Blue Collar	18	Commercial	$20,850	6	Minivan	no	$7,946	1	No	0	1	Highly Urban/ Urban
1680	0	0.00000	0	51	0	9	$68,059	No	$243,423	Yes	M	Masters	Manager	35	Commercial	$6,600	4	Pickup	no	$0	0	Yes	1	18	Highly Urban/ Urban
1681	0	0.00000	0	43	0	10	$114,966	No	$310,472	Yes	M	Masters	Professional	38	Commercial	$20,960	11	Van	no	$0	0	No	1	13	z_Highly Rural/ Rural
1682	0	0.00000	0	47	0	10	$220,533	No	$591,993	Yes	M	PhD		35	Commercial	$32,400	19	Panel Truck	no	$0	0	No	0	19	Highly Urban/ Urban
1683	0	0.00000	0	51	0	13	$46,709	No	$170,183	Yes	z_F	z_High School	Clerical	28	Private	$26,080	6	Minivan	no	$0	0	No	1	5	z_Highly Rural/ Rural
1684	1	5084.00000	0	57	0	9	$51,060	No		z_No	M	Bachelors	Student	35	Private	$33,220	1	Minivan	yes	$4,678	3	No	2	8	Highly Urban/ Urban
1685	1	16372.04530	0	33	2	12	$45,893	Yes	$189,452	z_No	M	z_High School	Professional	54	Commercial	$18,990	1	Van	yes	$29,781	3	Yes	0	6	Highly Urban/ Urban
1687	0	0.00000	0	48	0	12	$141,508	No	$428,576	Yes	z_F	PhD	Doctor	12	Private	$20,450	10	z_SUV	no	$0	0	Yes	2	NA	Highly Urban/ Urban
1689	0	0.00000	0	35	1	11	$74,315	Yes	$225,301	z_No	M	Masters	Professional	60	Commercial	$24,230	1	Panel Truck	yes	$0	0	No	0	10	Highly Urban/ Urban
1690	1	9823.91913	0	27	1	13	$43,083	No	$138,247	Yes	z_F	<High School	Clerical	29	Commercial	$20,950	6	Pickup	no	$5,737	3	No	9	1	Highly Urban/ Urban
1691	1	4716.00000	0	37	0	NA	$109,732	No	$0	z_No	z_F	Masters	Lawyer	70	Private	$11,740	1	z_SUV	no	$9,883	1	No	3	14	Highly Urban/ Urban
1692	0	0.00000	0	47	0	NA	$14,206	No	$89,120	Yes	M	Masters	Lawyer	18	Private	$15,070	6	Minivan	no	$0	0	No	0	12	Highly Urban/ Urban
1693	1	4805.26812	0	50	0	15	$41,447	No	$148,330	Yes	z_F	Bachelors	Manager	14	Private	$6,500	1	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
1694	0	0.00000	0	29	0	9	$85,413	No	$0	z_No	M	Bachelors	Manager	27	Private	$13,920	11	Minivan	yes	$4,189	3	No	3	11	Highly Urban/ Urban
1695	0	0.00000	0	35	2	15	$45,893	No	$89,889	Yes	z_F	<High School	z_Blue Collar	46	Private	$9,590	1	z_SUV	no	$0	0	No	0	NA	z_Highly Rural/ Rural
1697	1	6132.00000	0	51	0	8		No	$96,484	z_No	z_F	Masters	Home Maker	37	Private	$9,530	1	z_SUV	no	$0	0	Yes	0	17	Highly Urban/ Urban
1698	1	6535.00000	0	50	0	6	$55,230	No	$0	z_No	z_F	z_High School	z_Blue Collar	36	Commercial	$24,950	5	Pickup	no	$4,997	3	No	7	6	Highly Urban/ Urban
1699	1	2840.00000	0	47	0	10	$129,926	No	$0	z_No	M	Masters	Professional	62	Commercial	$19,190	1	Van	yes	$0	0	No	2	9	Highly Urban/ Urban
1700	0	0.00000	0	36	0	13	$38,946	No	$201,598	Yes	M	<High School	Clerical	24	Private	$21,200	10	Van	yes	$38,892	3	Yes	3	5	Highly Urban/ Urban
1702	0	0.00000	0	54	0	12	$103,910	No	$314,938	Yes	M	Masters	Lawyer	19	Private	$30,250	10	Minivan	yes	$0	0	No	0	17	Highly Urban/ Urban
1703	1	464.37523	0	36	1	12	$26,587	Yes	$0	z_No	z_F	<High School	Clerical	45	Private	$5,100	7	z_SUV	no	$4,936	1	No	5	1	Highly Urban/ Urban
1704	1	1842.00000	0	34	1	13	$79,957	No	$172,461	Yes	M	z_High School	z_Blue Collar	47	Commercial	$12,510	12	Minivan	no	$0	0	No	0	9	Highly Urban/ Urban
1705	0	0.00000	0	53	0	7	$3,528	No	$73,903	Yes	z_F	z_High School	Home Maker	54	Private	$7,150	10	z_SUV	no	$0	0	No	2	7	Highly Urban/ Urban
1706	0	0.00000	0	41	3	8	$69,129	Yes	$0	z_No	z_F	Bachelors	Manager	8	Private	$11,580	4	z_SUV	no	$27,127	3	No	1	NA	Highly Urban/ Urban
1709	0	0.00000	1	39	1	14	$35,865	No	$143,215	Yes	M	z_High School	Professional	38	Private	$22,780	1	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
1710	0	0.00000	2	35	2	11	$18,570	No	$134,014	Yes	M	z_High School	Clerical	18	Private	$14,290	1	Minivan	yes	$0	0	No	2	10	Highly Urban/ Urban
1711	0	0.00000	2	54	2	15	$106,746	No	$310,093	Yes	z_F	z_High School	z_Blue Collar	56	Commercial	$17,570	4	Minivan	no	$0	0	No	2	5	z_Highly Rural/ Rural
1712	0	0.00000	0	62	2	13	$25,426	Yes	$0	z_No	M	z_High School	Clerical	35	Private	$10,240	6	z_SUV	no	$6,706	2	No	3	1	Highly Urban/ Urban
1714	1	3609.00000	0	57	0	15	$44,108	No	$0	z_No	z_F	z_High School	Student	45	Commercial	$21,720	4	z_SUV	no	$0	0	No	2	1	Highly Urban/ Urban
1716	0	0.00000	0	43	2	11	$78,812	Yes	$266,497	z_No	M	Bachelors	z_Blue Collar	36	Commercial	$13,680	7	Minivan	no	$0	0	No	2	1	Highly Urban/ Urban
1718	0	0.00000	0	48	0	14	$42,455	No		Yes	M	z_High School	Clerical	48	Commercial	$26,460	6	Panel Truck	yes	$4,755	2	No	3	1	z_Highly Rural/ Rural
1719	0	0.00000	0	51	0	12	$170,537	No	$444,387	Yes	z_F	PhD	Manager	35	Private	$15,000	4	Sports Car	no	$0	0	No	1	14	Highly Urban/ Urban
1720	1	2729.00000	0	39	0	11	$63,433	No	$236,857	z_No	M	Bachelors	z_Blue Collar	30	Commercial	$6,610	10	Pickup	no	$0	0	No	1	NA	Highly Urban/ Urban
1722	0	0.00000	0	54	0	14	$129,566	No	$352,586	Yes	z_F	Masters	Lawyer	57	Private	$6,900	1	Sports Car	no	$15,686	1	No	4	17	Highly Urban/ Urban
1723	0	0.00000	0	51	0	7	$44,481	No	$226,940	Yes	z_F	z_High School	Clerical	30	Private	$7,990	3	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
1726	0	0.00000	0	48	0	11	$141,297	No	$0	z_No	M	Masters		31	Commercial	$22,550	4	Panel Truck	no	$0	0	No	1	10	Highly Urban/ Urban
1727	0	0.00000	0	47	0	10	$172,981	No	$451,118	Yes	M	Bachelors	Professional	42	Commercial	$30,110	6	Panel Truck	yes	$0	0	No	0	13	z_Highly Rural/ Rural
1728	0	0.00000	0	17	1	0		Yes		z_No	M	<High School	Student	32	Private	$17,830	1	Van	yes	$4,373	2	No	8	4	z_Highly Rural/ Rural
1729	0	0.00000	0	50	0	8	$32,200	No	$190,439	Yes	M	z_High School	Clerical	13	Private	$16,030	1	Minivan	no	$0	0	No	0	7	Highly Urban/ Urban
1732	1	2474.00000	0	32	1	2	$50,522	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	15	Commercial	$9,750	17	z_SUV	no	$6,691	2	No	6	9	Highly Urban/ Urban
1733	0	0.00000	0	46	0	7	$46,247	No	$186,682	z_No	z_F	Bachelors	Professional	58	Private	$10,720	4	z_SUV	no	$0	0	Yes	0	NA	Highly Urban/ Urban
1735	0	0.00000	0	44	0	10	$66,642	No	$264,360	z_No	M	z_High School	z_Blue Collar	28	Commercial	$15,570	1	Minivan	yes	$0	0	No	0	6	Highly Urban/ Urban
1736	1	5316.00000	0	34	1	14	$9,699	No	$107,132	Yes	z_F	<High School	Clerical	39	Private	$18,120	4	Minivan	no	$6,801	1	No	3	7	Highly Urban/ Urban
1737	0	0.00000	0	44	0	10	$91,652	No	$0	z_No	z_F	Masters	Manager	44	Private	$25,290	10	z_SUV	no	$4,653	1	No	0	17	Highly Urban/ Urban
1738	0	0.00000	0	48	0	9	$201,768	No	$0	z_No	z_F	Masters	Manager	37	Private	$31,780	7	Minivan	no	$0	0	No	0	19	Highly Urban/ Urban
1739	1	4347.00000	0	36	1	8	$40,339	Yes	$173,090	z_No	M	Bachelors	z_Blue Collar	41	Commercial	$22,200	6	Van	no	$0	0	No	3	8	Highly Urban/ Urban
1741	0	0.00000	0	46	0	13	$113,386	No	$322,467	Yes	z_F	Masters	Professional	36	Private	$21,070	10	z_SUV	no	$0	0	No	0	13	Highly Urban/ Urban
1742	0	0.00000	0	46	0	14		No	$0	z_No	M	z_High School	Manager	8	Commercial	$11,980	4	Pickup	yes	$7,109	2	No	4	8	Highly Urban/ Urban
1743	0	0.00000	2	41	3	14	$75,501	No	$262,109	Yes	M	Bachelors	Manager	16	Private	$15,380	1	Minivan	no	$3,960	4	No	3	10	Highly Urban/ Urban
1744	1	23345.82636	0	40	0	12	$4,716	No	$121,325	Yes	M	z_High School	Student	45	Private	$6,410	1	Pickup	yes	$46,652	2	Yes	1	1	Highly Urban/ Urban
1745	0	0.00000	0	49	0	12	$56,739	No	$207,006	Yes	z_F	z_High School	Clerical	32	Private	$19,540	7	Minivan	no	$0	0	No	1	1	Highly Urban/ Urban
1746	0	0.00000	0	51	0	15	$65,245	No	$242,164	z_No	M	Bachelors	Professional	42	Commercial	$24,630	3	Panel Truck	no	$6,125	2	No	0	8	Highly Urban/ Urban
1747	1	8701.62117	0	54	0	0	$0	No	$0	z_No	M	z_High School	Student	28	Commercial	$25,020	7	Minivan	yes	$44,429	3	Yes	7	7	Highly Urban/ Urban
1751	0	0.00000	0	59	0	13		No	$127,235	z_No	M	<High School	Clerical	40	Private	$9,650	6	Pickup	yes	$734	1	No	5	4	Highly Urban/ Urban
1752	0	0.00000	2	44	3	4	$47,140	No	$211,304	Yes	z_F	z_High School	z_Blue Collar	23	Commercial	$18,860	6	z_SUV	no	$18,979	1	Yes	6	5	Highly Urban/ Urban
1753	0	0.00000	0	48	0	13	$57,713	No	$0	z_No	M	PhD	Lawyer	52	Private	$14,880	5	Minivan	yes	$0	0	No	1	14	Highly Urban/ Urban
1754	0	0.00000	0	53	0	15	$129,069	No	$345,479	Yes	M	PhD		35	Commercial	$22,860	4	Panel Truck	no	$0	0	No	0	16	Highly Urban/ Urban
1755	0	0.00000	0	43	2	17	$20,028	No	$139,616	Yes	z_F	<High School	z_Blue Collar	42	Private	$7,800	4	z_SUV	no	$6,330	2	No	5	1	Highly Urban/ Urban
1756	0	0.00000	0	46	0	11	$67,857	No	$225,981	z_No	z_F	Masters	Professional	5	Private	$21,130	3	Sports Car	no	$33,223	3	No	0	18	Highly Urban/ Urban
1757	0	0.00000	0	51	0	11	$23,582	No		z_No	z_F	<High School	Clerical	57	Private	$8,960	9	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
1758	1	4531.00000	0	60	0	13	$82,171	No	$275,664	Yes	M	Masters	Lawyer	45	Private	$15,720	1	Minivan	yes	$0	0	No	0	13	Highly Urban/ Urban
1759	0	0.00000	0	26	1	13	$88,987	Yes	$248,335	z_No	z_F	Bachelors	Manager	42	Private	$29,220	1	Minivan	no	$7,070	1	No	4	10	Highly Urban/ Urban
1760	1	1432.00000	0	43	0	12	$57,712	No		Yes	M	Masters	Lawyer	24	Private	$7,270	1	Pickup	yes	$0	0	No	1	19	Highly Urban/ Urban
1761	0	0.00000	0	27	1	10	$94,166	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	38	Commercial	$13,620	6	Minivan	no	$0	0	No	0	NA	Highly Urban/ Urban
1762	0	0.00000	0	54	0	2	$96,154	No	$0	z_No	z_F	PhD		21	Commercial	$25,080	7	Pickup	no	$0	0	No	0	16	Highly Urban/ Urban
1764	1	4995.00000	0	32	2	NA	$0	Yes	$0	z_No	z_F	Bachelors	Student	28	Commercial	$4,700	7	z_SUV	no	$4,196	3	No	0	11	Highly Urban/ Urban
1765	1	2189.00000	0	45	2	0	$0	No	$101,395	Yes	M	<High School	Home Maker	34	Commercial	$16,920	10	Van	no	$10,264	3	No	4	1	Highly Urban/ Urban
1766	1	6796.00000	0	46	0	6	$59,927	No	$0	z_No	z_F	Masters		24	Commercial	$19,410	10	Pickup	no	$0	0	Yes	0	11	Highly Urban/ Urban
1767	0	0.00000	0	72	0	13	$100,995	No	$295,292	Yes	M	PhD	Lawyer	28	Private	$14,040	7	z_SUV	yes	$0	0	No	6	17	Highly Urban/ Urban
1769	0	0.00000	0	48	0	7	$55,962	No	$0	z_No	M	Bachelors	Clerical	21	Private	$6,400	4	Pickup	no	$0	0	No	1	9	z_Highly Rural/ Rural
1770	0	0.00000	0	44	1	11	$54,355	No	$234,437	Yes	M	z_High School	z_Blue Collar	49	Commercial	$5,900	10	Pickup	yes	$0	0	No	0	1	z_Highly Rural/ Rural
1771	1	3405.00000	0	51	0	11	$43,654	No	$167,541	Yes	z_F	Bachelors	z_Blue Collar	38	Commercial	$11,590	6	Sports Car	no	$4,383	4	No	0	11	Highly Urban/ Urban
1772	0	0.00000	0	42	0	0	$0	No	$87,178	Yes	M	z_High School	Student	113	Commercial	$7,820	10	Pickup	no	$0	0	No	0	10	z_Highly Rural/ Rural
1774	0	0.00000	0	50	0	NA	$81,293	No	$255,251	Yes	M	Bachelors	Manager	51	Private	$14,630	5	Minivan	no	$2,575	3	No	0	9	Highly Urban/ Urban
1775	1	7919.00000	0	38	3	16	$15,889	No	$95,776	Yes	z_F	<High School	Home Maker	46	Commercial	$30,050	1	Pickup	no	$13,182	1	Yes	1	9	Highly Urban/ Urban
1776	0	0.00000	0	56	3	NA	$40,506	Yes	$210,796	z_No	M	z_High School	z_Blue Collar	46	Commercial	$25,140	6	Panel Truck	yes	$0	0	No	3	8	z_Highly Rural/ Rural
1779	0	0.00000	0	38	0	12	$73,664	No	$0	z_No	z_F	Bachelors	z_Blue Collar	43	Commercial	$15,110	13	z_SUV	no	$0	0	No	2	13	z_Highly Rural/ Rural
1781	1	1680.00000	0	45	0	9	$72,702	No	$221,350	z_No	M	z_High School	z_Blue Collar	43	Commercial	$13,270	1	Minivan	yes	$4,740	2	No	5	6	Highly Urban/ Urban
1783	1	4252.00000	0	62	1	15	$68,063	No	$269,614	Yes	M	Bachelors	Professional	45	Private	$12,620	1	z_SUV	yes	$34,151	2	Yes	3	1	Highly Urban/ Urban
1785	0	0.00000	0	33	1	12	$67,776	No	$210,356	Yes	z_F	z_High School	z_Blue Collar	19	Commercial	$22,450	6	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
1788	0	0.00000	0	53	0	13	$89,250	No	$0	z_No	M	Bachelors	Professional	54	Private	$15,720	12	Minivan	no	$0	0	No	0	11	Highly Urban/ Urban
1789	0	0.00000	0	40	0	13	$66,745	No	$0	z_No	M	Masters	Professional	16	Commercial	$20,420	9	Van	yes	$31,127	2	No	0	13	Highly Urban/ Urban
1790	0	0.00000	1	35	1	NA		No	$206,595	Yes	z_F	Bachelors	Professional	11	Private	$15,480	10	z_SUV	no	$9,144	1	No	0	12	z_Highly Rural/ Rural
1791	0	0.00000	0	29	3	16	$65,242	No	$216,583	Yes	z_F	Bachelors	Clerical	51	Private	$1,500	1	Sports Car	no	$0	0	Yes	1	6	z_Highly Rural/ Rural
1793	1	8374.34244	0	46	0	0	$0	No	$111,439	Yes	z_F	<High School	Home Maker	29	Private	$6,100	1	z_SUV	no	$0	0	No	0	4	Highly Urban/ Urban
1794	0	0.00000	0	50	0	12	$218,705	No	$0	z_No	M	PhD		47	Commercial	$28,370	14	Panel Truck	no	$4,558	2	No	8	15	Highly Urban/ Urban
1795	1	19088.87878	0	26	4	9	$45,254	Yes	$196,146	z_No	M	z_High School	z_Blue Collar	32	Commercial	$23,270	7	Minivan	yes	$4,567	1	No	5	9	Highly Urban/ Urban
1796	0	0.00000	0	40	1	9	$20,915	No	$87,526	Yes	z_F	<High School	Clerical	65	Private	$12,940	6	Sports Car	no	$0	0	No	2	1	z_Highly Rural/ Rural
1797	0	0.00000	0	45	0	11	$119,566	No	$334,438	Yes	z_F	PhD	Doctor	49	Private	$18,500	7	z_SUV	no	$0	0	No	1	17	Highly Urban/ Urban
1798	0	0.00000	0	32	0	9	$4,060	No	$0	z_No	M	<High School	Student	25	Private	$9,170	1	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
1799	0	0.00000	0	30	2	12	$117,106	No	$297,195	Yes	M	Masters		7	Commercial	$16,490	6	Van	yes	$0	0	No	2	16	Highly Urban/ Urban
1802	0	0.00000	0	55	0	12	$81,769	No	$295,162	Yes	M	z_High School	z_Blue Collar	26	Private	$14,950	7	Minivan	no	$0	0	No	0	8	z_Highly Rural/ Rural
1805	0	0.00000	0	40	0	7	$18,909	No	$93,871	Yes	z_F	<High School	Clerical	32	Private	$16,310	1	z_SUV	no	$6,377	3	No	0	1	Highly Urban/ Urban
1806	1	7803.08469	0	39	0	11	$79,594	No	$0	z_No	M	Masters	Manager	29	Commercial	$20,660	3	Van	yes	$2,299	3	No	5	NA	Highly Urban/ Urban
1808	0	0.00000	0	35	0	5	$28,551	No	$128,411	z_No	z_F	z_High School	Home Maker	45	Private	$7,860	4	Sports Car	no	$4,632	1	No	3	1	Highly Urban/ Urban
1809	0	0.00000	0	52	0	10	$32,140	No	$147,434	Yes	z_F	Masters	Lawyer	48	Private	$21,250	13	Minivan	no	$0	0	No	4	11	Highly Urban/ Urban
1810	0	0.00000	0	45	0	12	$103,249	No	$329,348	z_No	M	Masters		6	Commercial	$23,140	4	Panel Truck	yes	$0	0	No	0	13	Highly Urban/ Urban
1811	0	0.00000	0	36	0	11	$26,820	No	$172,039	Yes	M	z_High School	Clerical	70	Private	$14,730	3	Minivan	yes	$0	0	No	2	1	z_Highly Rural/ Rural
1812	0	0.00000	0	59	1	15	$67,486	No	$271,840	Yes	z_F	Masters	Lawyer	17	Private	$19,660	4	z_SUV	no	$4,256	3	No	5	14	Highly Urban/ Urban
1813	0	0.00000	0	54	0	14	$35,638	No	$188,539	Yes	z_F	PhD	Doctor	34	Private	$10,460	6	z_SUV	no	$0	0	No	0	10	Highly Urban/ Urban
1814	1	5069.00000	0	60	0	NA	$32,607	No	$176,839	z_No	M	z_High School	Professional	31	Private	$23,360	4	Minivan	no	$0	0	No	0	NA	Highly Urban/ Urban
1815	0	0.00000	0	61	0	14	$121,688	No	$378,194	Yes	z_F	Masters	Lawyer	63	Private	$14,340	11	Sports Car	no	$0	0	No	0	7	z_Highly Rural/ Rural
1816	0	0.00000	0	52	0	8	$83,171	No	$292,802	Yes	z_F	Bachelors	Professional	27	Private	$24,160	7	Minivan	no	$0	0	No	0	5	Highly Urban/ Urban
1817	0	0.00000	0	37	0	12	$38,575	No	$180,148	Yes	z_F	<High School	z_Blue Collar	44	Private	$26,340	6	z_SUV	no	$0	0	Yes	0	1	Highly Urban/ Urban
1819	0	0.00000	0	37	0	13	$69,083	No		z_No	z_F	Bachelors	z_Blue Collar	39	Commercial	$27,200	1	Minivan	no	$0	0	No	2	14	z_Highly Rural/ Rural
1820	0	0.00000	0	43	0	6	$63,107	No	$166,342	Yes	M	z_High School	z_Blue Collar	22	Commercial	$17,630	6	Minivan	yes	$0	0	No	0	10	Highly Urban/ Urban
1823	1	3865.00000	0	42	0	12	$52,792	No	$213,473	Yes	M	z_High School	z_Blue Collar	29	Commercial	$10,980	1	Pickup	yes	$0	0	No	0	8	Highly Urban/ Urban
1824	1	5603.00000	0	38	3	15	$137,897	No	$335,993	Yes	z_F	Bachelors	z_Blue Collar	21	Commercial	$19,090	7	Pickup	no	$38,774	2	Yes	8	12	Highly Urban/ Urban
1825	0	0.00000	0	55	0	16	$27,656	No		Yes	z_F	z_High School	Home Maker	33	Private	$15,540	1	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
1826	1	6597.00000	0	52	0	7	$132,280	No	$388,651	Yes	z_F	Masters	Lawyer	33	Private	$27,590	4	Sports Car	no	$0	0	No	0	14	Highly Urban/ Urban
1827	1	5970.00000	0	33	4	14	$30,504	Yes	$0	z_No	M	<High School	Clerical	33	Private	$7,850	6	Pickup	no	$0	0	No	0	NA	Highly Urban/ Urban
1829	0	0.00000	2	41	2	11	$110,358	No	$327,232	Yes	M	Bachelors	Professional	13	Commercial	$26,630	10	Panel Truck	no	$2,521	3	No	3	NA	Highly Urban/ Urban
1830	0	0.00000	0	48	0	11		No	$0	z_No	z_F	<High School	Clerical	34	Private	$11,890	1	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
1831	0	0.00000	3	55	0	7	$152,439	No	$413,325	Yes	z_F	PhD	Doctor	54	Private	$20,000	1	Minivan	no	$0	0	No	0	13	Highly Urban/ Urban
1832	0	0.00000	0	49	0	14	$96,143	No	$275,140	Yes	M	Bachelors	z_Blue Collar	40	Commercial	$16,010	6	Minivan	yes	$0	0	No	1	12	z_Highly Rural/ Rural
1834	0	0.00000	1	43	3	11	$17,225	No		Yes	M	<High School	Clerical	41	Private	$20,700	1	Van	yes	$0	0	No	0	1	Highly Urban/ Urban
1835	1	2960.00000	0	45	2	16	$39,327	No	$179,607	Yes	M	z_High School	z_Blue Collar	27	Commercial	$15,940	4	Minivan	no	$17,963	1	Yes	0	1	Highly Urban/ Urban
1836	0	0.00000	0	57	0	11	$173,426	No	$401,463	Yes	z_F	Masters	Lawyer	19	Private	$18,840	3	Minivan	no	$0	0	No	1	8	Highly Urban/ Urban
1837	1	3997.00000	0	40	0	12	$108,059	No	$0	z_No	M	Bachelors	Professional	29	Commercial	$22,070	4	Van	yes	$0	0	No	2	11	Highly Urban/ Urban
1838	1	4521.00000	0	53	0	11	$58,691	No	$255,524	z_No	z_F	Masters	Lawyer	5	Private	$12,670	6	Minivan	no	$1,208	1	No	3	15	Highly Urban/ Urban
1839	1	4805.00000	0	50	0	9	$78,083	No	$0	z_No	M	Masters		32	Commercial	$19,310	4	Van	yes	$27,959	1	No	0	1	Highly Urban/ Urban
1840	0	0.00000	0	41	3	15	$66,059	Yes	$220,811	z_No	M	Bachelors	z_Blue Collar	29	Private	$12,420	4	Minivan	yes	$0	0	No	3	10	Highly Urban/ Urban
1841	0	0.00000	0	51	0	10	$45,086	No	$201,195	Yes	M	Bachelors	Clerical	39	Private	$11,110	1	Pickup	yes	$0	0	No	0	14	Highly Urban/ Urban
1842	0	0.00000	1	36	2	15	$67,775	Yes		z_No	z_F	Masters	Manager	34	Private	$13,820	1	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
1843	1	315.83419	1	36	2	16	$40,983	No	$142,139	Yes	z_F	<High School	z_Blue Collar	5	Private	$33,960	4	Sports Car	no	$1,200	2	No	7	1	Highly Urban/ Urban
1845	0	0.00000	0	41	0	13	$125,603	No	$280,181	Yes	z_F	Masters	Lawyer	22	Private	$18,160	4	z_SUV	no	$0	0	No	0	17	Highly Urban/ Urban
1846	0	0.00000	0	55	0	1	$55,352	No	$0	z_No	M	Masters	Lawyer	41	Private	$7,030	1	Pickup	yes	$7,373	4	No	4	13	Highly Urban/ Urban
1848	0	0.00000	2	45	3	0	$0	No	$0	Yes	z_F	Bachelors	Student	58	Private	$11,880	10	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
1849	0	0.00000	0	48	1	13	$57,973	Yes	$231,145	z_No	M	Masters	Professional	26	Commercial	$12,100	8	Pickup	yes	$1,402	3	No	6	15	Highly Urban/ Urban
1851	0	0.00000	0	52	0	15	$55,766	No	$239,175	Yes	M	Bachelors	z_Blue Collar	18	Commercial	$23,900	6	Panel Truck	yes	$5,946	1	No	2	1	Highly Urban/ Urban
1852	0	0.00000	1	42	1	13	$40,256	No	$162,915	Yes	z_F	Bachelors	Professional	36	Private	$18,940	1	z_SUV	no	$0	0	No	0	NA	Highly Urban/ Urban
1853	0	0.00000	0	57	0	11	$43,956	No	$143,523	Yes	M	<High School	z_Blue Collar	40	Private	$11,600	1	Pickup	yes	$0	0	No	1	1	z_Highly Rural/ Rural
1855	0	0.00000	0	45	0	9	$39,089	No	$206,898	Yes	M	z_High School	Clerical	35	Private	$12,730	6	Minivan	no	$1,332	2	No	2	6	Highly Urban/ Urban
1856	0	0.00000	0	58	0	15	$58,139	No	$229,625	Yes	z_F	Masters	Lawyer	48	Private	$30,260	1	Minivan	no	$0	0	Yes	3	13	Highly Urban/ Urban
1857	0	0.00000	0	38	0	10	$37,769	No	$0	z_No	z_F	<High School	Clerical	24	Private	$15,070	10	z_SUV	no	$2,820	3	No	7	5	Highly Urban/ Urban
1859	1	3320.80081	0	45	0	4		No	$0	z_No	M	z_High School	Professional	42	Private	$13,830	4	Minivan	no	$6,556	3	No	0	1	Highly Urban/ Urban
1860	0	0.00000	0	38	0	10	$17,028	No	$100,123	z_No	M	<High School	Clerical	35	Commercial	$5,300	6	Pickup	no	$0	0	No	0	7	z_Highly Rural/ Rural
1861	0	0.00000	0	50	0	0	$0	No	$90,068	z_No	z_F	Bachelors	Home Maker	50	Private	$10,250	6	z_SUV	no	$0	0	No	0	7	z_Highly Rural/ Rural
1862	0	0.00000	1	39	1	14		No	$178,545	Yes	z_F	Bachelors	z_Blue Collar	40	Commercial	$12,370	1	z_SUV	no	$4,526	1	No	2	8	Highly Urban/ Urban
1863	1	1465.00000	0	51	0	13	$46,570	No	$0	z_No	z_F	Masters	Lawyer	59	Private	$35,990	10	Minivan	no	$0	0	No	0	17	Highly Urban/ Urban
1865	0	0.00000	1	46	0	12	$133,300	No	$379,537	Yes	M	Masters	Manager	37	Private	$16,840	1	Van	yes	$0	0	No	0	18	Highly Urban/ Urban
1866	0	0.00000	0	36	0	11		No	$272,512	Yes	z_F	Masters	Lawyer	16	Private	$15,250	6	Minivan	no	$0	0	No	0	16	Highly Urban/ Urban
1868	0	0.00000	0	26	1	0	$0	No	$0	Yes	z_F	<High School	Student	34	Private	$4,100	1	z_SUV	no	$5,262	3	No	2	7	Highly Urban/ Urban
1869	0	0.00000	0	44	1	11	$102,379	No	$328,971	Yes	M	Masters		46	Commercial	$24,510	10	Panel Truck	no	$0	0	No	0	17	Highly Urban/ Urban
1870	0	0.00000	0	52	0	14	$29,264	No	$0	z_No	M	PhD	Doctor	19	Private	$1,500	6	Minivan	yes	$0	0	No	2	20	Highly Urban/ Urban
1871	1	2199.00000	0	34	0	10	$53,914	No	$209,691	z_No	M	z_High School	Clerical	22	Commercial	$27,620	1	Panel Truck	no	$0	0	No	0	6	Highly Urban/ Urban
1872	0	0.00000	0	53	0	12	$72,537	No	$0	z_No	M	Bachelors	z_Blue Collar	78	Commercial	$6,800	1	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
1873	0	0.00000	0	28	2	14	$59,889	No	$193,646	Yes	z_F	Masters		45	Private	$11,100	6	z_SUV	no	$5,867	2	No	8	14	Highly Urban/ Urban
1874	0	0.00000	0	56	0	14		No	$0	z_No	z_F	<High School	Clerical	25	Private	$6,830	4	z_SUV	no	$0	0	No	0	5	Highly Urban/ Urban
1875	0	0.00000	0	57	0	13	$113,903	No	$322,692	Yes	z_F	Masters	Lawyer	51	Private	$22,030	3	Minivan	no	$0	0	No	4	20	z_Highly Rural/ Rural
1877	0	0.00000	0	40	0	9	$59,645	No	$200,891	z_No	M	Bachelors	Manager	24	Private	$20,410	6	Minivan	yes	$27,758	3	No	2	12	Highly Urban/ Urban
1878	0	0.00000	1	55	0	15	$41,643	No	$237,816	Yes	z_F	Masters	Manager	45	Private	$1,500	10	z_SUV	no	$6,715	4	No	0	15	Highly Urban/ Urban
1879	0	0.00000	0	43	0	10	$21,814	No	$139,978	Yes	z_F	<High School	z_Blue Collar	46	Commercial	$16,390	4	Minivan	no	$0	0	No	0	6	z_Highly Rural/ Rural
1882	0	0.00000	0	44	0	11	$178,864	No	$428,679	z_No	z_F	Masters	Lawyer	43	Private	$5,900	6	z_SUV	no	$0	0	No	0	15	Highly Urban/ Urban
1883	0	0.00000	1	40	2	16	$36,886	No	$169,625	Yes	z_F	z_High School	Clerical	47	Private	$13,130	11	Sports Car	no	$0	0	No	2	9	z_Highly Rural/ Rural
1884	0	0.00000	0	38	2	14	$54,064	No	$201,418	Yes	z_F	Bachelors	Professional	7	Private	$5,300	6	Sports Car	no	$2,307	2	No	3	7	Highly Urban/ Urban
1885	0	0.00000	0	35	1	12	$33,621	No	$173,611	Yes	z_F	z_High School	Clerical	52	Private	$20,890	11	Minivan	no	$0	0	No	0	6	z_Highly Rural/ Rural
1886	0	0.00000	1	44	1	7	$7,113	No	$0	Yes	z_F	<High School	Student	28	Private	$9,850	10	z_SUV	no	$0	0	Yes	0	5	Highly Urban/ Urban
1887	0	0.00000	0	49	0	13	$116,497	No	$283,565	Yes	M	Bachelors	Professional	10	Commercial	$28,870	4	Panel Truck	no	$30,791	1	Yes	2	5	Highly Urban/ Urban
1888	0	0.00000	0	55	0	15	$100,308	No	$321,843	Yes	M	Masters	Lawyer	36	Private	$13,430	1	Minivan	no	$0	0	Yes	0	14	Highly Urban/ Urban
1889	1	4206.00000	0	30	4	12	$58,248	Yes	$0	z_No	M	PhD		25	Private	$21,760	7	Minivan	no	$9,533	1	Yes	4	17	Highly Urban/ Urban
1890	0	0.00000	0	40	2	NA	$47,486	No	$165,374	Yes	z_F	Bachelors	Professional	74	Private	$21,300	6	z_SUV	no	$0	0	No	1	10	Highly Urban/ Urban
1892	0	0.00000	0	56	0	13	$42,176	No	$0	Yes	M	z_High School	Student	38	Commercial	$9,360	1	Pickup	yes	$0	0	No	0	5	z_Highly Rural/ Rural
1893	1	1069.00000	0	35	2	16	$26,127	No	$150,058	Yes	z_F	z_High School	Clerical	42	Private	$23,690	1	Minivan	no	$9,633	3	No	8	1	Highly Urban/ Urban
1896	1	8331.00000	0	46	0	11	$43,651	No	$128,478	Yes	z_F	z_High School	Clerical	25	Private	$15,250	4	z_SUV	no	$6,391	3	No	4	1	Highly Urban/ Urban
1897	1	5141.00000	0	58	0	0	$0	No	$0	Yes	z_F	z_High School	Student	9	Commercial	$7,300	1	z_SUV	no	$0	0	Yes	4	1	Highly Urban/ Urban
1898	0	0.00000	1	41	2	13	$58,963	No	$214,655	Yes	M	Masters	Lawyer	64	Private	$18,780	13	Van	yes	$0	0	No	0	11	Highly Urban/ Urban
1899	0	0.00000	0	39	0	13	$134,460	No	$0	z_No	z_F	PhD	Manager	33	Private	$7,350	1	z_SUV	no	$1,650	2	No	4	17	Highly Urban/ Urban
1900	0	0.00000	0	54	0	11	$108,317	No	$325,936	z_No	M	Bachelors	Professional	26	Commercial	$25,190	4	Panel Truck	no	$3,110	2	No	2	13	Highly Urban/ Urban
1902	0	0.00000	0	42	0	12	$138,219	No	$327,627	Yes	z_F	Masters	Lawyer	48	Private	$5,700	1	z_SUV	no	$0	0	No	0	14	Highly Urban/ Urban
1903	0	0.00000	0	41	1	11	$34,024	Yes	$153,936	z_No	z_F	<High School	Clerical	16	Private	$18,870	4	z_SUV	no	$5,386	1	No	0	4	Highly Urban/ Urban
1904	0	0.00000	0	37	0	8	$60,121	No	$151,782	z_No	z_F	PhD	Doctor	43	Private	$11,210	4	z_SUV	no	$4,233	2	No	4	11	Highly Urban/ Urban
1906	0	0.00000	0	50	0	10	$94,403	No	$270,997	z_No	M	Bachelors	Manager	33	Commercial	$29,750	6	Panel Truck	no	$0	0	No	0	8	Highly Urban/ Urban
1907	0	0.00000	0	41	0	12	$59,567	No	$224,649	Yes	z_F	Bachelors	Home Maker	27	Private	$18,870	6	Minivan	no	$0	0	No	0	NA	Highly Urban/ Urban
1908	0	0.00000	0	39	0	10	$35,558	No	$154,532	z_No	M	z_High School	z_Blue Collar	60	Commercial	$8,960	1	Minivan	no	$0	0	No	0	NA	z_Highly Rural/ Rural
1909	0	0.00000	0	50	0	12	$41,799	No	$0	z_No	z_F	Masters	Professional	20	Private	$17,270	13	Sports Car	no	$0	0	No	0	14	Highly Urban/ Urban
1910	0	0.00000	1	41	2	14	$44,679	No		Yes	z_F	z_High School	z_Blue Collar	80	Private	$7,420	10	z_SUV	no	$0	0	No	2	6	Highly Urban/ Urban
1911	1	4541.00000	3	38	3	14	$60,854	No		Yes	M	Masters		27	Commercial	$29,170	6	Panel Truck	yes	$0	0	No	4	NA	Highly Urban/ Urban
1913	0	0.00000	0	46	0	9	$28,125	No	$0	z_No	z_F	z_High School	Student	51	Commercial	$8,410	1	z_SUV	no	$0	0	No	2	1	Highly Urban/ Urban
1914	1	5101.00000	0	41	0	NA	$0	No	$78,794	z_No	z_F	Bachelors	Home Maker	43	Private	$12,450	15	z_SUV	no	$0	0	No	1	11	Highly Urban/ Urban
1915	1	1479.00000	0	24	0	8	$40,245	No	$98,218	Yes	z_F	z_High School	Clerical	34	Private	$7,920	7	Sports Car	yes	$1,836	1	No	9	8	Highly Urban/ Urban
1916	1	5015.00000	0	38	0	NA	$69,530	No	$224,447	Yes	M	z_High School	z_Blue Collar	44	Commercial	$5,200	1	Pickup	yes	$48,188	3	Yes	4	7	Highly Urban/ Urban
1917	1	1682.19453	0	34	3	14	$54,208	No	$194,465	Yes	M	Bachelors	Professional	49	Private	$17,200	1	Van	no	$0	0	No	4	1	Highly Urban/ Urban
1919	0	0.00000	0	41	0	12	$105,494	No	$282,125	Yes	M	Bachelors	z_Blue Collar	35	Commercial	$12,050	4	Pickup	yes	$0	0	No	1	9	z_Highly Rural/ Rural
1920	0	0.00000	0	43	0	10	$57,018	No	$233,968	Yes	z_F	Bachelors	z_Blue Collar	72	Commercial	$13,540	3	z_SUV	no	$0	0	No	2	14	z_Highly Rural/ Rural
1922	0	0.00000	0	45	1	12	$37,675	Yes	$148,826	z_No	z_F	z_High School	Clerical	47	Private	$5,270	1	Sports Car	no	$3,978	4	No	3	7	Highly Urban/ Urban
1925	0	0.00000	2	42	3	12	$69,134	Yes	$223,170	z_No	M	Bachelors	z_Blue Collar	33	Commercial	$23,730	5	Panel Truck	yes	$0	0	No	0	NA	z_Highly Rural/ Rural
1926	0	0.00000	0	50	0	13	$46,169	No	$0	z_No	M	z_High School	Professional	52	Private	$6,600	11	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
1927	0	0.00000	0	41	0	11	$47,632	No	$195,979	Yes	z_F	z_High School	Manager	51	Private	$10,830	1	z_SUV	no	$5,241	4	No	0	1	Highly Urban/ Urban
1928	0	0.00000	0	44	0	10	$46,092	No	$0	z_No	M	Bachelors	Manager	32	Private	$26,300	1	Minivan	no	$11,743	2	No	6	9	Highly Urban/ Urban
1929	1	2664.00000	0	54	0	0	$0	No	$0	Yes	z_F	Bachelors	Student	49	Commercial	$6,900	14	z_SUV	no	$0	0	No	0	13	z_Highly Rural/ Rural
1930	1	4383.00000	0	58	0	NA	$0	No	$0	Yes	M	z_High School	Student	9	Private	$7,300	1	Minivan	yes	$0	0	Yes	0	8	Highly Urban/ Urban
1932	0	0.00000	0	45	0	9	$55,272	No	$212,774	Yes	M	<High School	Clerical	19	Private	$13,860	4	Minivan	yes	$0	0	No	2	1	z_Highly Rural/ Rural
1933	0	0.00000	0	28	2	15	$40,061	No	$134,035	Yes	z_F	z_High School	z_Blue Collar	39	Commercial	$8,310	7	z_SUV	no	$5,084	1	No	2	1	Highly Urban/ Urban
1934	0	0.00000	0	42	1	14	$70,404	Yes	$0	z_No	M	z_High School	Clerical	40	Private	$21,530	10	Minivan	yes	$28,889	2	Yes	4	8	Highly Urban/ Urban
1935	1	6990.00000	0	50	0	11	$22,470	No	$0	z_No	z_F	<High School	Student	32	Private	$13,810	1	z_SUV	no	$5,558	2	No	9	5	Highly Urban/ Urban
1936	1	7055.00000	0	51	0	6	$50,049	No	$0	z_No	M	z_High School	z_Blue Collar	49	Commercial	$12,820	6	Minivan	yes	$0	0	Yes	0	1	Highly Urban/ Urban
1937	0	0.00000	1	41	3	17	$70,870	No	$218,586	Yes	M	z_High School	Professional	46	Private	$17,810	13	Van	yes	$0	0	No	1	1	Highly Urban/ Urban
1938	1	1101.92771	0	32	1	13	$57,583	No	$213,828	Yes	z_F	z_High School	z_Blue Collar	36	Commercial	$15,950	4	z_SUV	no	$4,365	3	No	1	9	Highly Urban/ Urban
1939	0	0.00000	0	31	1	11	$58,391	No	$187,063	Yes	M	z_High School	z_Blue Collar	34	Commercial	$20,400	1	Van	no	$1,829	1	No	0	8	Highly Urban/ Urban
1940	0	0.00000	0	60	0	14	$64,076	No		Yes	M	Bachelors	z_Blue Collar	58	Commercial	$13,910	7	Minivan	yes	$1,773	3	No	6	NA	Highly Urban/ Urban
1942	0	0.00000	0	38	0	9	$97,801	No	$276,815	z_No	z_F	Masters	Manager	17	Private	$27,630	3	Minivan	no	$0	0	No	1	17	Highly Urban/ Urban
1943	0	0.00000	0	53	0	14	$69,297	No	$211,553	Yes	M	z_High School	Professional	19	Private	$20,310	14	Van	no	$0	0	No	3	1	z_Highly Rural/ Rural
1944	0	0.00000	0	43	2	15	$64,065	No	$204,282	Yes	z_F	z_High School	z_Blue Collar	5	Commercial	$16,330	6	Sports Car	no	$1,389	2	No	5	1	Highly Urban/ Urban
1945	0	0.00000	0	35	2	6	$32,301	No	$112,763	Yes	z_F	<High School	Clerical	39	Private	$18,430	15	Minivan	no	$0	0	No	0	7	Highly Urban/ Urban
1946	0	0.00000	0	39	2	11	$2,743	Yes	$0	z_No	z_F	<High School	Student	90	Private	$5,670	10	Sports Car	no	$2,490	2	No	6	6	z_Highly Rural/ Rural
1947	1	3440.00000	0	45	3	15	$7,680	No	$0	Yes	M	<High School	Student	49	Private	$2,270	1	Minivan	yes	$0	0	No	5	5	Highly Urban/ Urban
1948	1	5175.00000	0	27	1	NA	$40,202	No	$172,177	Yes	M	z_High School	z_Blue Collar	18	Commercial	$4,200	9	Minivan	yes	$3,045	1	No	2	NA	Highly Urban/ Urban
1949	0	0.00000	0	27	3	0	$0	Yes	$0	z_No	z_F	z_High School	Student	13	Commercial	$22,200	6	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
1952	1	2850.00000	0	43	0	NA	$49,533	No	$255,386	Yes	z_F	z_High School	z_Blue Collar	20	Commercial	$7,110	4	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
1953	0	0.00000	0	48	0	9	$52,858	No	$213,305	z_No	z_F	z_High School	z_Blue Collar	18	Commercial	$9,720	4	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
1955	0	0.00000	0	54	0	11		No	$153,917	Yes	z_F	z_High School	Home Maker	5	Private	$12,200	11	z_SUV	no	$0	0	No	0	8	z_Highly Rural/ Rural
1956	1	3193.00000	0	41	0	11	$69,638	No	$216,395	z_No	M	Masters	Manager	45	Private	$12,560	1	Minivan	yes	$0	0	No	0	19	Highly Urban/ Urban
1957	0	0.00000	2	44	3	15	$23,270	Yes	$0	z_No	M	<High School	Clerical	36	Private	$8,230	1	Pickup	yes	$2,317	2	No	2	5	z_Highly Rural/ Rural
1958	0	0.00000	0	46	0	NA	$34,724	No	$148,351	z_No	M	z_High School	Clerical	25	Private	$12,780	10	Minivan	no	$8,340	1	No	1	9	Highly Urban/ Urban
1959	0	0.00000	0	42	1	11	$200,928	No	$513,817	Yes	M	PhD	Manager	25	Private	$18,090	5	Minivan	no	$0	0	No	0	14	Highly Urban/ Urban
1960	0	0.00000	0	42	0	13	$129,274	No	$281,200	Yes	M	PhD		64	Private	$11,090	4	Pickup	yes	$0	0	No	1	22	Highly Urban/ Urban
1962	0	0.00000	0	54	0	9		No		z_No	z_F	Bachelors	Manager	50	Private	$8,650	4	z_SUV	no	$32,639	1	Yes	1	13	Highly Urban/ Urban
1963	1	3764.00000	0	50	0	8	$34,928	No	$0	z_No	z_F	Masters	Manager	27	Private	$12,700	4	Sports Car	no	$22,345	2	No	0	13	Highly Urban/ Urban
1964	1	3310.00000	0	24	2	12	$11,215	Yes	$0	z_No	M	z_High School	Student	32	Commercial	$5,020	4	Pickup	yes	$1,122	4	No	8	8	Highly Urban/ Urban
1965	0	0.00000	0	52	0	NA	$70,232	No	$241,350	Yes	z_F	z_High School	z_Blue Collar	33	Commercial	$13,750	10	z_SUV	no	$0	0	No	1	9	Highly Urban/ Urban
1967	1	4704.00000	0	28	1	9	$20,852	No	$123,109	Yes	z_F	z_High School	Home Maker	5	Private	$6,390	1	Sports Car	no	$8,413	2	No	3	1	Highly Urban/ Urban
1968	0	0.00000	0	39	1	11	$69,842	Yes	$197,667	z_No	M	Bachelors	z_Blue Collar	25	Commercial	$8,480	4	Pickup	yes	$1,421	2	No	4	6	Highly Urban/ Urban
1969	0	0.00000	0	28	2	9	$40,142	No	$153,692	Yes	z_F	Masters		20	Private	$16,060	5	Minivan	no	$25,866	3	Yes	6	18	Highly Urban/ Urban
1970	0	0.00000	1	42	4	17	$82,170	No	$252,845	Yes	z_F	Bachelors	z_Blue Collar	17	Commercial	$24,350	6	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
1971	0	0.00000	0	49	0	0	$0	No	$85,478	Yes	M	z_High School	Home Maker	36	Private	$19,260	1	Minivan	yes	$3,444	1	No	1	1	Highly Urban/ Urban
1972	0	0.00000	1	37	3	9	$27,431	Yes	$153,652	z_No	z_F	<High School	z_Blue Collar	58	Private	$15,400	6	z_SUV	no	$0	0	No	0	7	z_Highly Rural/ Rural
1973	0	0.00000	0	31	1	11	$51,982	Yes	$165,805	z_No	z_F	Bachelors	Clerical	25	Private	$4,600	6	Sports Car	no	$0	0	Yes	1	3	z_Highly Rural/ Rural
1974	0	0.00000	0	40	0	10	$29,499	No	$129,021	z_No	z_F	z_High School	Home Maker	23	Private	$8,450	13	Sports Car	no	$5,389	1	No	3	1	Highly Urban/ Urban
1975	1	845.00000	0	28	3	13	$38,460	No	$135,988	Yes	M	<High School	z_Blue Collar	49	Commercial	$18,640	1	Van	yes	$0	0	No	0	NA	Highly Urban/ Urban
1976	1	5297.19052	0	37	0	11	$48,737	No	$224,515	Yes	M	Bachelors	z_Blue Collar	32	Commercial	$5,200	10	Pickup	no	$0	0	Yes	6	NA	Highly Urban/ Urban
1977	0	0.00000	0	48	0	10	$47,606	No	$186,364	z_No	z_F	<High School	z_Blue Collar	19	Private	$22,000	7	Minivan	no	$0	0	No	0	7	Highly Urban/ Urban
1978	0	0.00000	0	34	3	14	$95,191	No	$269,159	Yes	z_F	Bachelors	z_Blue Collar	30	Commercial	$19,150	6	Sports Car	no	$7,248	3	No	3	11	Highly Urban/ Urban
1980	0	0.00000	0	45	0	15	$24,846	No	$152,559	Yes	M	Bachelors	Manager	56	Private	$13,900	6	Minivan	yes	$39,204	2	Yes	6	1	Highly Urban/ Urban
1981	0	0.00000	0	38	0	5	$133,913	No	$0	z_No	M	PhD	Doctor	40	Private	$21,950	4	Van	yes	$0	0	Yes	0	18	Highly Urban/ Urban
1983	1	2719.00000	0	58	0	NA	$8,191	No		Yes	M	Masters	Lawyer	33	Private	$1,500	9	Minivan	no	$8,786	2	No	2	16	Highly Urban/ Urban
1984	0	0.00000	1	53	1	16	$37,345	No	$177,601	Yes	M	z_High School	Clerical	29	Commercial	$24,030	1	Panel Truck	yes	$7,952	1	No	1	8	Highly Urban/ Urban
1985	0	0.00000	0	56	0	11	$14,227	No	$124,712	Yes	z_F	Masters	Home Maker	45	Private	$8,520	7	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
1986	1	1911.00000	0	45	1	12	$91,347	No	$301,304	Yes	M	Masters	Manager	37	Private	$17,130	7	Van	yes	$0	0	No	0	14	Highly Urban/ Urban
1988	0	0.00000	0	40	1	4	$22,143	No	$155,912	Yes	M	z_High School	Clerical	37	Private	$1,500	6	Minivan	no	$0	0	No	0	NA	Highly Urban/ Urban
1989	0	0.00000	0	38	0	12	$14,560	No	$99,549	Yes	z_F	z_High School	Home Maker	12	Private	$7,180	11	Sports Car	no	$7,918	1	No	0	6	Highly Urban/ Urban
1990	1	3143.00000	0	42	0	10	$34,760	No		z_No	M	Bachelors	Clerical	22	Commercial	$24,060	4	Minivan	yes	$5,608	2	No	5	6	Highly Urban/ Urban
1991	1	3348.00000	0	37	0	12	$42,797	No	$0	z_No	z_F	z_High School	z_Blue Collar	31	Commercial	$27,140	1	Minivan	no	$0	0	No	1	9	Highly Urban/ Urban
1992	1	9467.00000	0	37	0	12	$14,024	No	$64,600	Yes	z_F	<High School	Clerical	26	Private	$15,820	4	Minivan	yes	$5,697	4	No	2	6	Highly Urban/ Urban
1993	1	1729.00000	0	34	0	7	$18,211	No	$0	z_No	z_F	z_High School	Clerical	20	Private	$6,720	4	z_SUV	no	$3,050	2	No	3	1	Highly Urban/ Urban
1994	0	0.00000	0	31	1	12	$42,456	No	$149,155	Yes	z_F	z_High School	z_Blue Collar	22	Commercial	$8,900	10	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
1995	0	0.00000	0	41	0	8	$97,472	No	$294,809	Yes	z_F	PhD	Doctor	43	Private	$38,820	1	z_SUV	no	$0	0	No	3	8	Highly Urban/ Urban
1996	1	2912.00000	0	25	2	12	$47,996	Yes	$159,776	z_No	M	z_High School	Clerical	5	Commercial	$8,800	7	Pickup	no	$0	0	No	3	9	Highly Urban/ Urban
1998	0	0.00000	0	48	0	13	$20,887	No	$159,568	Yes	M	<High School	Clerical	15	Private	$18,570	3	Van	no	$0	0	No	0	6	Highly Urban/ Urban
1999	0	0.00000	2	40	3	10	$30,179	Yes		z_No	z_F	<High School	Clerical	47	Private	$14,630	10	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
2000	0	0.00000	0	55	0	13	$91,433	No	$273,791	z_No	M	Masters	Lawyer	27	Private	$7,000	17	Pickup	no	$0	0	No	3	15	Highly Urban/ Urban
2001	0	0.00000	0	44	0	12	$46,233	No	$0	z_No	z_F	<High School	z_Blue Collar	22	Private	$10,520	6	Minivan	no	$1,994	3	No	2	1	Highly Urban/ Urban
2002	0	0.00000	0	37	0	11	$33,216	No	$0	z_No	M	z_High School	Clerical	52	Commercial	$30,340	1	Panel Truck	no	$0	0	No	0	8	Highly Urban/ Urban
2003	1	3107.00000	0	41	0	8	$95,166	No	$306,407	z_No	M	Bachelors	Professional	57	Commercial	$21,690	6	Van	yes	$11,742	3	No	6	8	Highly Urban/ Urban
2005	0	0.00000	0	51	0	14	$89,606	No	$288,266	z_No	z_F	Bachelors	Clerical	32	Private	$10,460	1	z_SUV	no	$21,581	2	Yes	0	8	Highly Urban/ Urban
2006	1	159.15092	0	56	0	13	$40,355	No	$192,566	z_No	M	z_High School	z_Blue Collar	10	Commercial	$2,690	6	Minivan	yes	$0	0	No	0	1	z_Highly Rural/ Rural
2007	0	0.00000	0	33	1	0	$0	No	$0	Yes	z_F	<High School	Student	31	Private	$16,080	6	Pickup	no	$2,942	2	No	1	1	Highly Urban/ Urban
2008	0	0.00000	0	40	0	9	$68,418	No	$253,498	Yes	M	Masters	Lawyer	20	Private	$12,340	9	Minivan	yes	$0	0	No	1	15	Highly Urban/ Urban
2009	1	1200.00000	0	60	0	13	$54,710	No	$190,364	Yes	z_F	Masters	Lawyer	6	Private	$17,100	1	z_SUV	no	$0	0	No	2	NA	Highly Urban/ Urban
2010	0	0.00000	0	34	3	14	$31,389	No	$158,657	Yes	z_F	<High School	z_Blue Collar	16	Private	$12,710	1	z_SUV	no	$0	0	No	0	5	z_Highly Rural/ Rural
2012	0	0.00000	0	44	3	12	$59,693	No	$197,014	Yes	z_F	z_High School	Clerical	50	Commercial	$23,950	7	Panel Truck	yes	$0	0	No	1	6	Highly Urban/ Urban
2013	0	0.00000	0	39	0	9	$40,716	No	$170,076	Yes	z_F	z_High School	Professional	9	Private	$5,570	1	z_SUV	no	$24,183	2	No	3	8	Highly Urban/ Urban
2014	0	0.00000	0	44	0	10	$80,403	No	$241,977	z_No	M	Bachelors	Professional	35	Private	$13,940	6	Minivan	yes	$5,049	3	No	7	7	Highly Urban/ Urban
2016	0	0.00000	0	44	0	12	$51,538	No	$211,021	Yes	z_F	Bachelors	Clerical	35	Private	$11,240	1	Sports Car	no	$0	0	No	0	11	z_Highly Rural/ Rural
2017	0	0.00000	0	52	0	13	$68,098	No	$216,432	Yes	M	Bachelors	Manager	32	Private	$1,500	7	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
2018	0	0.00000	0	33	2	12	$67,789	Yes	$0	z_No	M	Masters	Lawyer	26	Private	$15,090	4	Minivan	yes	$6,430	3	No	4	10	Highly Urban/ Urban
2019	1	3027.00000	0	47	0	0	$0	No	$52,929	Yes	z_F	Bachelors	Home Maker	52	Private	$6,430	1	z_SUV	no	$8,376	1	No	6	12	Highly Urban/ Urban
2020	0	0.00000	0	51	0	14	$26,806	No	$132,117	Yes	M	z_High School	Clerical	22	Private	$1,500	6	Minivan	yes	$0	0	No	4	1	Highly Urban/ Urban
2021	0	0.00000	0	47	0	11	$31,392	No	$142,235	Yes	M	<High School	Clerical	38	Private	$17,460	4	Minivan	yes	$7,811	3	No	5	7	Highly Urban/ Urban
2022	0	0.00000	0	51	0	8	$106,090	No	$306,975	Yes	M	Bachelors	z_Blue Collar	37	Commercial	$12,110	1	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
2023	0	0.00000	0	40	3	13	$38,463	No	$164,112	Yes	M	<High School	z_Blue Collar	55	Commercial	$11,610	7	Pickup	yes	$0	0	No	0	1	z_Highly Rural/ Rural
2024	0	0.00000	0	19	4	14	$1,774	No	$78,025	Yes	M	z_High School	Student	43	Private	$12,720	10	Minivan	no	$0	0	No	0	NA	z_Highly Rural/ Rural
2026	0	0.00000	0	45	1	0	$0	No	$97,496	Yes	z_F	Masters	Lawyer	42	Private	$11,100	1	z_SUV	no	$0	0	No	0	10	z_Highly Rural/ Rural
2027	1	3766.00000	1	39	2	11	$10,666	No	$0	Yes	z_F	z_High School	Student	10	Private	$5,600	1	z_SUV	no	$0	0	No	2	6	Highly Urban/ Urban
2028	0	0.00000	0	42	1	10	$105,512	No	$303,875	Yes	M	Masters	Manager	32	Commercial	$24,040	4	Panel Truck	no	$0	0	No	1	20	Highly Urban/ Urban
2029	1	1493.00000	1	44	1	0	$0	No	$0	Yes	M	z_High School	Student	20	Commercial	$8,660	7	Pickup	yes	$0	0	No	1	1	Highly Urban/ Urban
2030	0	0.00000	0	51	0	NA	$54,139	No	$197,100	Yes	z_F	Bachelors	Manager	38	Private	$12,010	4	Minivan	no	$0	0	No	3	14	Highly Urban/ Urban
2031	0	0.00000	0	38	3	12	$61,159	Yes	$0	z_No	z_F	Bachelors	Professional	36	Private	$5,300	7	Sports Car	no	$0	0	No	0	7	z_Highly Rural/ Rural
2032	0	0.00000	0	46	0	10	$44,574	No	$0	z_No	M	Masters	Lawyer	39	Private	$27,130	6	Minivan	yes	$6,939	3	No	0	21	Highly Urban/ Urban
2037	0	0.00000	0	54	0	11	$66,623	No	$261,930	Yes	M	<High School	z_Blue Collar	32	Commercial	$34,300	10	Panel Truck	no	$9,485	3	No	0	1	z_Highly Rural/ Rural
2038	1	6407.00000	0	22	1	8	$18,632	Yes	$0	z_No	z_F	z_High School	Clerical	21	Private	$10,800	10	z_SUV	no	$0	0	No	3	1	Highly Urban/ Urban
2039	0	0.00000	0	55	0	0	$0	No	$111,559	Yes	z_F	PhD	Home Maker	34	Private	$7,000	9	z_SUV	no	$6,479	1	No	0	14	Highly Urban/ Urban
2040	0	0.00000	0	47	0	12	$59,164	No	$0	z_No	M	PhD		20	Commercial	$6,200	18	Pickup	yes	$0	0	No	0	7	Highly Urban/ Urban
2041	1	377.91092	0	37	3	16	$6,398	No	$109,751	Yes	z_F	Bachelors	Home Maker	39	Private	$5,840	1	Sports Car	no	$6,247	4	No	4	12	Highly Urban/ Urban
2042	1	3424.00000	0	41	0	8	$54,289	No	$0	z_No	z_F	Bachelors	z_Blue Collar	45	Commercial	$6,960	8	z_SUV	no	$10,823	3	No	0	14	Highly Urban/ Urban
2043	1	3731.00000	0	39	1	15	$30,804	No	$159,351	Yes	z_F	z_High School	Clerical	39	Private	$13,140	9	z_SUV	no	$5,101	3	No	6	7	z_Highly Rural/ Rural
2044	0	0.00000	0	32	2	12	$67,229	Yes	$0	z_No	z_F	Bachelors	Manager	39	Private	$11,420	6	z_SUV	no	$0	0	No	0	13	Highly Urban/ Urban
2045	1	3504.00000	0	64	0	10	$37,380	No	$0	z_No	M	Masters	Lawyer	14	Private	$11,640	1	z_SUV	no	$0	0	No	0	15	Highly Urban/ Urban
2046	0	0.00000	0	58	0	12	$71,509	No	$214,596	Yes	M	<High School	z_Blue Collar	37	Private	$13,020	11	Minivan	no	$0	0	No	1	6	Highly Urban/ Urban
2047	1	2531.00000	0	35	2	13	$28,777	No	$116,463	Yes	M	<High School	z_Blue Collar	37	Commercial	$7,880	1	Pickup	yes	$2,569	2	No	5	1	Highly Urban/ Urban
2048	0	0.00000	0	55	0	14	$72,337	No	$210,378	Yes	M	PhD	Manager	28	Commercial	$27,130	1	Panel Truck	no	$4,957	3	No	0	11	Highly Urban/ Urban
2049	0	0.00000	0	29	1	13	$27,222	No	$146,133	Yes	M	z_High School	Clerical	33	Private	$12,200	1	Pickup	yes	$0	0	No	1	1	Highly Urban/ Urban
2050	0	0.00000	0	36	0	11	$53,385	No	$169,913	z_No	M	Masters	Lawyer	26	Private	$12,590	10	Minivan	yes	$0	0	No	2	10	Highly Urban/ Urban
2051	0	0.00000	2	61	2	16	$8,559	Yes	$0	z_No	z_F	PhD	Home Maker	45	Private	$8,470	6	Sports Car	no	$0	0	No	3	12	z_Highly Rural/ Rural
2052	0	0.00000	0	55	0	11	$152,237	No	$0	z_No	M	PhD		14	Commercial	$22,220	1	Van	yes	$3,005	2	No	6	NA	Highly Urban/ Urban
2054	0	0.00000	0	57	0	12	$61,754	No	$0	z_No	z_F	Masters	Lawyer	23	Private	$7,680	4	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
2055	1	7041.61641	0	56	0	8	$56,111	No		Yes	z_F	z_High School	Professional	61	Private	$14,180	4	z_SUV	no	$3,387	2	No	1	10	Highly Urban/ Urban
2056	0	0.00000	0	47	0	9	$105,623	No	$0	z_No	M	Bachelors	Manager	47	Private	$15,810	7	Minivan	no	$0	0	No	0	12	Highly Urban/ Urban
2057	0	0.00000	0	45	2	11	$88,787	Yes	$215,953	z_No	z_F	Masters		5	Commercial	$14,880	6	Pickup	no	$0	0	No	4	13	Highly Urban/ Urban
2058	0	0.00000	0	57	0	8	$98,693	No	$309,069	Yes	z_F	Masters	Professional	14	Private	$17,070	4	Minivan	no	$0	0	No	0	19	Highly Urban/ Urban
2061	0	0.00000	0	45	0	10	$62,552	No	$208,227	Yes	z_F	Bachelors	Clerical	34	Private	$29,080	4	Sports Car	no	$2,631	3	No	4	5	Highly Urban/ Urban
2062	1	2098.00000	0	51	0	14	$18,282	No	$0	Yes	z_F	z_High School	Student	61	Commercial	$17,500	6	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
2063	1	2275.00000	0	41	0	11	$71,303	No	$213,841	z_No	z_F	Bachelors	z_Blue Collar	31	Commercial	$12,730	1	z_SUV	no	$6,984	2	No	2	8	Highly Urban/ Urban
2064	1	616.00000	0	66	0	8	$20,443	No	$164,510	Yes	M	<High School	z_Blue Collar	40	Private	$1,500	7	z_SUV	yes	$3,331	1	No	6	1	Highly Urban/ Urban
2065	0	0.00000	0	51	0	7	$33,349	No	$178,852	Yes	M	<High School	z_Blue Collar	32	Commercial	$10,570	3	Pickup	no	$1,529	2	No	0	4	Highly Urban/ Urban
2066	1	13276.78963	1	55	1	12	$5,821	No	$0	Yes	z_F	<High School	Student	31	Commercial	$11,130	3	z_SUV	no	$0	0	No	0	7	z_Highly Rural/ Rural
2067	0	0.00000	0	50	0	11	$52,593	No	$188,236	Yes	z_F	z_High School	z_Blue Collar	52	Commercial	$26,560	3	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
2068	0	0.00000	0	41	0	12		No	$282,125	Yes	M	Bachelors	z_Blue Collar	35	Commercial	$20,950	1	Van	yes	$0	0	No	3	9	z_Highly Rural/ Rural
2069	0	0.00000	0	51	0	9	$78,283	No	$262,744	Yes	M	Bachelors	Manager	16	Private	$6,400	1	Pickup	no	$0	0	No	0	12	Highly Urban/ Urban
2070	0	0.00000	0	30	2	7		No	$0	Yes	z_F	<High School	Student	52	Private	$7,530	1	Sports Car	no	$0	0	No	2	1	Highly Urban/ Urban
2071	0	0.00000	0	55	0	NA		No	$139,588	Yes	z_F	<High School	Clerical	21	Private	$9,420	1	z_SUV	no	$6,161	3	No	2	7	Highly Urban/ Urban
2072	0	0.00000	0	54	0	12	$112,481	No	$318,831	Yes	M	PhD		8	Commercial	$25,790	11	Panel Truck	yes	$0	0	No	1	16	Highly Urban/ Urban
2074	1	5320.00000	1	41	1	12	$61,618	No	$211,160	Yes	z_F	Bachelors	Professional	25	Private	$13,220	1	Minivan	no	$0	0	No	4	8	Highly Urban/ Urban
2075	0	0.00000	0	45	0	14	$36,620	No	$158,714	z_No	z_F	<High School	Clerical	65	Private	$12,000	1	z_SUV	no	$0	0	No	0	7	z_Highly Rural/ Rural
2076	1	4312.00000	0	52	0	10	$43,539	No	$200,883	Yes	z_F	Masters	Lawyer	43	Private	$13,290	10	z_SUV	no	$9,667	1	No	7	16	Highly Urban/ Urban
2077	0	0.00000	0	39	0	11	$93,339	No	$288,509	Yes	M	Bachelors	Professional	46	Commercial	$23,790	6	Panel Truck	yes	$24,310	1	No	6	1	Highly Urban/ Urban
2078	0	0.00000	1	44	2	11	$88,492	Yes	$0	z_No	z_F	Bachelors	Professional	8	Private	$14,750	4	Minivan	no	$0	0	Yes	0	8	Highly Urban/ Urban
2079	0	0.00000	0	43	2	10	$102,933	No	$306,714	Yes	z_F	Bachelors	z_Blue Collar	40	Commercial	$11,790	10	z_SUV	no	$0	0	No	1	8	Highly Urban/ Urban
2080	0	0.00000	0	47	0	10	$4,399	No	$0	z_No	M	<High School	Student	68	Private	$17,130	1	Van	yes	$0	0	No	0	1	z_Highly Rural/ Rural
2081	0	0.00000	0	62	0	8	$43,210	No	$0	z_No	M	PhD	Doctor	5	Private	$16,410	1	z_SUV	yes	$2,999	1	No	1	NA	Highly Urban/ Urban
2082	0	0.00000	0	49	0	16	$45,807	No	$204,460	Yes	M	Bachelors	Professional	7	Commercial	$18,650	7	Van	no	$0	0	No	1	5	Highly Urban/ Urban
2083	1	4127.00000	0	35	2	14	$29,250	No	$159,239	Yes	z_F	z_High School	z_Blue Collar	45	Commercial	$9,170	11	z_SUV	no	$1,881	1	No	8	7	Highly Urban/ Urban
2085	1	7939.00000	0	35	0	8	$20,950	No	$129,612	z_No	z_F	z_High School	Clerical	38	Private	$7,960	7	Sports Car	no	$5,002	1	No	0	1	Highly Urban/ Urban
2086	0	0.00000	0	44	3	16	$72,509	Yes	$0	z_No	M	z_High School	Professional	38	Private	$12,380	1	Minivan	no	$0	0	No	2	1	z_Highly Rural/ Rural
2087	0	0.00000	0	35	1	12	$26,625	Yes	$0	z_No	z_F	z_High School	Clerical	33	Private	$5,360	6	z_SUV	no	$0	0	No	3	10	z_Highly Rural/ Rural
2088	1	5359.00000	0	33	4	13	$29,161	No	$127,565	Yes	M	z_High School	Clerical	21	Commercial	$24,690	4	Panel Truck	no	$0	0	Yes	0	1	Highly Urban/ Urban
2090	0	0.00000	0	55	0	14	$31,573	No	$156,734	Yes	M	Bachelors	Clerical	63	Private	$11,490	14	Pickup	no	$6,290	3	No	0	8	Highly Urban/ Urban
2091	0	0.00000	0	31	2	13	$40,008	No	$199,854	Yes	M	z_High School	Clerical	47	Commercial	$16,820	1	Van	no	$5,135	3	No	5	NA	Highly Urban/ Urban
2093	0	0.00000	0	37	2	15	$75,111	No	$278,221	Yes	z_F	Masters	Lawyer	38	Private	$18,580	13	Minivan	no	$0	0	No	0	16	Highly Urban/ Urban
2094	1	2052.00000	0	59	0	13	$61,159	No	$208,072	Yes	M	Masters		37	Commercial	$19,210	6	Van	yes	$45,254	2	Yes	9	13	Highly Urban/ Urban
2095	0	0.00000	0	47	0	12	$188,778	No	$0	z_No	M	Masters	Manager	29	Private	$10,680	1	Pickup	no	$0	0	No	0	13	Highly Urban/ Urban
2096	0	0.00000	0	55	0	10	$109,900	No	$320,515	Yes	z_F	Masters	Manager	7	Private	$9,500	4	z_SUV	no	$0	0	No	0	13	Highly Urban/ Urban
2097	0	0.00000	0	48	0	12	$37,634	No	$200,492	z_No	M	<High School	z_Blue Collar	19	Private	$14,200	6	Minivan	no	$0	0	No	1	1	Highly Urban/ Urban
2098	0	0.00000	0	52	0	3	$59,233	No	$222,590	Yes	M	Bachelors	Manager	56	Private	$17,450	6	Van	yes	$9,175	3	No	5	9	Highly Urban/ Urban
2099	0	0.00000	1	43	1	10	$98,771	No	$268,668	Yes	M	Bachelors	Professional	50	Commercial	$30,300	6	Panel Truck	yes	$0	0	No	1	14	z_Highly Rural/ Rural
2100	0	0.00000	1	38	1	9	$23,221	No	$108,815	Yes	M	<High School	Clerical	36	Commercial	$5,300	10	Pickup	yes	$0	0	No	2	1	z_Highly Rural/ Rural
2101	0	0.00000	0	65	0	9	$26,123	No	$0	z_No	M	PhD	Doctor	55	Private	$10,610	10	z_SUV	no	$5,766	3	No	0	23	Highly Urban/ Urban
2102	1	5818.00000	0	44	0	11	$33,056	No	$171,068	z_No	M	Bachelors	Clerical	51	Private	$19,120	3	Minivan	no	$0	0	Yes	0	1	Highly Urban/ Urban
2103	1	4369.00000	0	52	0	13	$36,332	No	$0	z_No	M	z_High School	z_Blue Collar	42	Commercial	$27,710	1	Panel Truck	yes	$0	0	Yes	6	1	Highly Urban/ Urban
2104	0	0.00000	2	44	2	0	$0	No	$0	Yes	M	<High School	Student	16	Private	$13,240	4	Minivan	yes	$0	0	No	0	6	Highly Urban/ Urban
2105	0	0.00000	0	55	0	10	$41,455	No	$0	z_No	z_F	z_High School	z_Blue Collar	24	Commercial	$18,080	9	z_SUV	no	$0	0	No	0	8	z_Highly Rural/ Rural
2106	1	1691.00000	0	47	0	10	$38,027	No	$0	z_No	M	z_High School	Professional	40	Commercial	$6,300	7	Pickup	yes	$34,506	3	Yes	5	1	Highly Urban/ Urban
2107	1	13491.45602	0	35	2	0	$0	No	$0	Yes	z_F	Bachelors	Student	5	Commercial	$8,920	6	z_SUV	no	$6,031	2	No	3	5	Highly Urban/ Urban
2108	1	3274.00000	0	30	4	0	$0	Yes		z_No	M	Bachelors	Student	32	Commercial	$5,080	7	Pickup	yes	$7,784	1	No	2	6	Highly Urban/ Urban
2110	0	0.00000	0	52	0	6	$86,498	No	$287,091	Yes	z_F	Bachelors	Professional	49	Commercial	$17,360	1	Pickup	no	$0	0	No	2	14	Highly Urban/ Urban
2111	1	39687.38342	0	37	0	11	$23,338	No	$152,954	Yes	z_F	<High School	z_Blue Collar	24	Private	$7,530	7	Sports Car	no	$6,566	2	No	0	5	Highly Urban/ Urban
2112	0	0.00000	0	59	0	14	$107,938	No	$298,176	Yes	z_F	Bachelors	Professional	22	Private	$18,550	6	z_SUV	no	$0	0	No	0	4	Highly Urban/ Urban
2113	1	3559.00000	0	32	1	12	$13,847	No	$129,852	Yes	z_F	z_High School	Clerical	44	Private	$6,080	6	z_SUV	no	$2,321	3	No	0	10	Highly Urban/ Urban
2114	1	7123.00000	0	35	3	15	$25,647	No	$155,005	Yes	M	z_High School	Clerical	36	Private	$10,710	1	Pickup	yes	$0	0	No	2	6	Highly Urban/ Urban
2115	0	0.00000	0	33	3	16	$9,002	No	$0	Yes	z_F	<High School	Student	19	Commercial	$4,700	13	z_SUV	no	$0	0	No	1	1	Highly Urban/ Urban
2116	0	0.00000	0	45	0	14	$4,430	No	$88,615	Yes	z_F	z_High School	Home Maker	45	Private	$6,440	7	z_SUV	no	$0	0	No	1	10	z_Highly Rural/ Rural
2117	0	0.00000	0	54	0	11	$66,100	No	$222,183	Yes	z_F	z_High School	z_Blue Collar	37	Commercial	$27,270	1	z_SUV	no	$5,911	1	No	6	7	Highly Urban/ Urban
2118	1	32613.88277	0	63	0	13	$74,789	No	$0	z_No	z_F	Masters	Lawyer	37	Private	$15,280	6	z_SUV	no	$2,487	1	No	8	19	Highly Urban/ Urban
2119	0	0.00000	0	45	0	13	$67,803	No	$206,997	z_No	z_F	z_High School	Manager	12	Private	$5,330	1	z_SUV	no	$3,948	2	No	2	1	Highly Urban/ Urban
2120	1	7135.00000	0	46	0	13	$65,075	No	$0	z_No	z_F	Bachelors	Professional	33	Private	$12,610	1	z_SUV	no	$5,219	3	No	5	11	Highly Urban/ Urban
2121	1	6524.49467	2	56	2	0	$0	Yes	$129,145	z_No	z_F	z_High School	Home Maker	42	Private	$7,100	1	z_SUV	no	$0	0	No	6	9	Highly Urban/ Urban
2122	0	0.00000	0	59	0	0	$0	No	$121,656	Yes	z_F	PhD	Doctor	17	Private	$9,940	4	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
2123	0	0.00000	0	43	0	10	$125,575	No	$308,112	Yes	z_F	Bachelors	Manager	21	Private	$17,430	3	Minivan	no	$0	0	No	1	13	Highly Urban/ Urban
2124	0	0.00000	0	44	0	9	$17,049	No	$0	Yes	z_F	z_High School	Student	9	Private	$29,160	7	Minivan	no	$1,830	2	No	3	7	Highly Urban/ Urban
2125	0	0.00000	0	66	0	15	$74,260	No	$277,449	Yes	z_F	Masters	Lawyer	31	Private	$15,530	6	z_SUV	no	$0	0	No	0	11	Highly Urban/ Urban
2126	1	1290.00000	0	37	0	12	$64,563	No	$225,995	Yes	M	Masters	Professional	24	Commercial	$7,960	3	Pickup	no	$0	0	Yes	0	12	Highly Urban/ Urban
2127	0	0.00000	0	46	0	12	$35,018	No	$177,267	Yes	z_F	z_High School	Home Maker	28	Private	$28,470	1	Pickup	no	$0	0	No	3	NA	Highly Urban/ Urban
2128	1	3633.00000	0	42	0	10	$21,670	No	$0	z_No	z_F	<High School	Home Maker	27	Private	$9,800	6	z_SUV	no	$5,229	2	No	6	1	Highly Urban/ Urban
2130	1	4266.00000	0	49	0	13	$32,589	No	$169,057	Yes	z_F	z_High School	Professional	56	Private	$17,380	6	z_SUV	no	$0	0	No	0	4	Highly Urban/ Urban
2131	1	1875.00000	1	38	2	0	$0	Yes	$0	z_No	z_F	<High School	Home Maker	60	Private	$5,300	4	Sports Car	no	$0	0	No	0	4	Highly Urban/ Urban
2132	0	0.00000	0	49	0	13	$74,109	No	$272,103	Yes	M	Bachelors	z_Blue Collar	21	Commercial	$8,910	13	Pickup	yes	$0	0	No	0	9	Highly Urban/ Urban
2133	1	4739.00000	0	27	1	9	$8,408	Yes	$54,880	z_No	M	<High School	Clerical	45	Private	$19,900	4	Van	no	$0	0	No	3	6	Highly Urban/ Urban
2136	0	0.00000	0	45	0	5	$89,531	No	$0	z_No	z_F	Bachelors	z_Blue Collar	26	Commercial	$30,300	4	Pickup	no	$4,441	1	No	6	8	Highly Urban/ Urban
2137	1	20509.48481	0	59	1	11	$65,456	Yes	$0	z_No	M	Bachelors	Professional	35	Private	$17,890	1	Van	no	$0	0	No	0	7	Highly Urban/ Urban
2138	0	0.00000	0	38	0	NA	$20,299	No	$99,501	Yes	z_F	<High School	Clerical	18	Private	$28,850	9	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
2139	0	0.00000	0	44	2	13	$10,627	No	$0	Yes	M	z_High School	Student	17	Commercial	$6,960	1	Pickup	no	$0	0	No	0	10	z_Highly Rural/ Rural
2140	0	0.00000	0	49	0	5	$174,804	No	$474,948	z_No	M	z_High School	z_Blue Collar	59	Commercial	$18,980	11	Van	no	$2,207	3	No	5	1	Highly Urban/ Urban
2141	0	0.00000	1	40	3	17	$27,204	No	$170,218	Yes	M	z_High School	Clerical	66	Private	$10,700	10	Minivan	no	$0	0	No	1	1	z_Highly Rural/ Rural
2142	0	0.00000	0	46	0	12	$82,398	No	$0	z_No	M	Bachelors	Professional	44	Private	$20,510	4	Minivan	yes	$34,195	2	Yes	0	4	Highly Urban/ Urban
2143	0	0.00000	1	39	2	0	$0	Yes	$81,473	z_No	z_F	z_High School	Home Maker	20	Private	$6,670	6	z_SUV	no	$10,102	1	Yes	5	10	Highly Urban/ Urban
2144	0	0.00000	0	50	0	10	$114,135	No	$301,977	Yes	z_F	Masters	Lawyer	56	Private	$25,790	1	Pickup	no	$4,733	3	No	2	14	Highly Urban/ Urban
2145	1	2786.00000	0	46	0	11	$71,667	No	$0	z_No	z_F	Bachelors	Professional	53	Private	$15,340	1	z_SUV	no	$0	0	No	0	12	Highly Urban/ Urban
2146	0	0.00000	2	40	3	14		No	$168,365	Yes	z_F	Bachelors	Professional	33	Private	$24,160	6	Minivan	no	$0	0	No	0	15	z_Highly Rural/ Rural
2147	1	312.64149	1	37	4	16	$74,246	No	$237,469	Yes	z_F	Bachelors	z_Blue Collar	40	Commercial	$11,940	10	Minivan	no	$5,326	2	No	2	14	Highly Urban/ Urban
2151	0	0.00000	0	41	2	NA	$178,019	No	$471,354	Yes	M	Bachelors	z_Blue Collar	28	Commercial	$26,740	17	Panel Truck	yes	$0	0	No	0	8	Highly Urban/ Urban
2152	0	0.00000	0	26	1	NA	$21,276	No	$0	Yes	z_F	Bachelors	Student	17	Private	$13,420	1	Minivan	no	$0	0	No	0	4	Highly Urban/ Urban
2153	0	0.00000	0	43	0	14	$29,922	No	$0	z_No	M	z_High School	Clerical	40	Private	$12,140	4	Pickup	yes	$0	0	No	1	1	Highly Urban/ Urban
2154	1	4975.00000	0	34	3	14	$113,195	Yes	$296,393	z_No	z_F	PhD	Lawyer	57	Private	$4,900	10	Sports Car	no	$0	0	No	0	16	Highly Urban/ Urban
2155	0	0.00000	0	42	0	10	$47,836	No	$175,242	Yes	z_F	Bachelors	Manager	34	Private	$6,280	1	z_SUV	no	$8,273	3	No	3	9	Highly Urban/ Urban
2156	1	9540.00000	0	54	0	14	$80,227	No	$247,045	Yes	z_F	Masters	Professional	23	Private	$14,920	1	z_SUV	no	$0	0	No	2	11	Highly Urban/ Urban
2157	0	0.00000	0	46	0	7	$76,216	No	$0	z_No	z_F	Masters	Home Maker	56	Commercial	$29,700	20	Pickup	no	$35,098	1	No	1	19	Highly Urban/ Urban
2158	1	1957.00000	2	44	3	0		No	$132,038	Yes	z_F	z_High School	Home Maker	39	Private	$5,900	6	z_SUV	no	$0	0	Yes	3	1	Highly Urban/ Urban
2159	0	0.00000	0	51	0	NA	$27,030	No	$148,356	Yes	M	z_High School	Clerical	30	Private	$16,570	6	Van	yes	$43,297	1	No	1	1	Highly Urban/ Urban
2160	0	0.00000	1	58	1	15		No	$155,156	Yes	z_F	PhD	Home Maker	32	Commercial	$26,790	4	Pickup	no	$0	0	No	0	18	z_Highly Rural/ Rural
2161	0	0.00000	0	56	0	15	$160,200	No	$403,584	Yes	M	Masters	Professional	38	Private	$11,420	1	Minivan	yes	$0	0	No	1	11	z_Highly Rural/ Rural
2162	1	3261.00000	0	40	0	11	$53,899	No		Yes	z_F	z_High School	z_Blue Collar	16	Commercial	$14,080	7	z_SUV	no	$0	0	Yes	1	1	Highly Urban/ Urban
2163	0	0.00000	0	54	0	15	$88,233	No	$260,694	Yes	M	Masters	Lawyer	27	Private	$20,610	6	Van	yes	$0	0	Yes	0	15	Highly Urban/ Urban
2164	1	2855.00000	0	38	0	10	$26,006	No	$0	z_No	M	z_High School	Clerical	42	Commercial	$5,300	1	Pickup	no	$8,342	1	No	0	8	Highly Urban/ Urban
2167	1	7088.35829	0	33	2	NA	$30,863	Yes	$97,212	z_No	M	<High School	z_Blue Collar	39	Commercial	$4,900	10	Pickup	yes	$0	0	No	1	6	z_Highly Rural/ Rural
2169	0	0.00000	0	52	0	12	$69,741	No		Yes	z_F	Masters	Lawyer	21	Private	$28,700	7	Minivan	no	$0	0	No	0	10	Highly Urban/ Urban
2173	0	0.00000	0	57	1	15	$119,961	No	$374,650	Yes	M	Bachelors	z_Blue Collar	25	Commercial	$17,120	4	Pickup	no	$0	0	No	0	13	Highly Urban/ Urban
2174	0	0.00000	0	33	4	18	$113,498	No	$305,456	Yes	z_F	Bachelors	z_Blue Collar	28	Commercial	$16,150	1	z_SUV	no	$6,974	3	No	5	5	Highly Urban/ Urban
2175	0	0.00000	0	60	2	16	$112,980	Yes	$0	z_No	M	Bachelors	z_Blue Collar	14	Commercial	$27,780	6	Minivan	yes	$0	0	No	1	1	Highly Urban/ Urban
2177	0	0.00000	0	47	0	14	$71,660	No	$222,417	Yes	z_F	Masters	Manager	22	Private	$13,610	1	Minivan	no	$0	0	No	0	18	Highly Urban/ Urban
2178	0	0.00000	0	52	0	12	$125,625	No	$313,727	Yes	z_F	Bachelors	Manager	15	Private	$20,120	1	Minivan	no	$0	0	No	4	10	Highly Urban/ Urban
2179	0	0.00000	0	36	0	11		No	$0	z_No	M	z_High School	z_Blue Collar	48	Commercial	$18,700	3	Van	yes	$0	0	No	3	6	Highly Urban/ Urban
2180	0	0.00000	0	46	0	7	$43,197	No	$0	z_No	M	z_High School	Manager	36	Private	$14,620	11	Minivan	no	$0	0	No	0	7	Highly Urban/ Urban
2181	0	0.00000	0	43	0	11	$26,036	No	$140,262	z_No	z_F	z_High School	Clerical	52	Private	$8,400	10	z_SUV	no	$0	0	No	1	1	z_Highly Rural/ Rural
2183	1	3369.00000	1	44	1	9	$20,638	Yes	$0	z_No	z_F	<High School	Clerical	19	Private	$3,560	6	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
2184	0	0.00000	0	60	0	9	$38,504	No	$0	z_No	z_F	Bachelors	Professional	49	Private	$8,690	9	z_SUV	no	$0	0	No	3	9	Highly Urban/ Urban
2185	0	0.00000	0	54	0	15	$52,027	No	$217,277	Yes	M	<High School	z_Blue Collar	31	Commercial	$6,900	7	Pickup	no	$0	0	No	0	4	z_Highly Rural/ Rural
2186	1	5816.45015	0	39	2	7	$9,968	Yes	$0	z_No	z_F	Bachelors	Student	44	Private	$5,500	4	z_SUV	no	$0	0	No	4	10	z_Highly Rural/ Rural
2187	0	0.00000	0	46	0	11	$35,214	No	$139,244	Yes	M	Bachelors	Clerical	35	Private	$12,230	7	Pickup	yes	$0	0	No	0	9	z_Highly Rural/ Rural
2188	0	0.00000	0	48	0	9	$88,552	No	$0	z_No	M	Bachelors	Manager	16	Private	$15,160	1	Minivan	no	$0	0	No	1	10	Highly Urban/ Urban
2190	0	0.00000	1	40	1	9		No	$165,032	Yes	M	z_High School	Clerical	11	Private	$9,060	7	Pickup	yes	$36,486	2	Yes	6	1	Highly Urban/ Urban
2192	0	0.00000	1	45	2	0	$0	Yes	$0	z_No	M	Bachelors	Student	66	Commercial	$24,070	10	Panel Truck	no	$0	0	No	1	NA	z_Highly Rural/ Rural
2193	0	0.00000	0	50	0	NA	$29,139	No	$176,944	Yes	M	Bachelors	Clerical	25	Private	$9,410	12	Pickup	yes	$0	0	No	0	1	z_Highly Rural/ Rural
2194	0	0.00000	0	46	0	15	$181,918	No	$411,687	Yes	z_F	PhD	Doctor	42	Private	$28,030	4	Minivan	no	$0	0	No	0	16	Highly Urban/ Urban
2195	0	0.00000	0	29	2	12	$59,254	No		Yes	M	Bachelors	Professional	50	Commercial	$10,130	1	Pickup	no	$6,399	1	No	5	4	Highly Urban/ Urban
2196	0	0.00000	0	46	0	5	$75,983	No	$252,802	Yes	M	Masters		21	Commercial	$17,510	6	Van	no	$30,343	1	Yes	5	14	Highly Urban/ Urban
2198	0	0.00000	0	42	2	11	$75,856	Yes	$273,638	z_No	M	Bachelors	z_Blue Collar	44	Commercial	$14,900	4	Minivan	yes	$0	0	No	0	13	z_Highly Rural/ Rural
2199	0	0.00000	0	46	0	8	$56,388	No	$204,486	Yes	M	z_High School	z_Blue Collar	35	Private	$7,140	6	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
2200	0	0.00000	0	34	3	12	$27,908	No	$136,439	Yes	M	<High School	Clerical	32	Private	$1,500	1	Minivan	yes	$0	0	No	1	6	Highly Urban/ Urban
2201	0	0.00000	0	58	0	14	$36,927	No	$0	z_No	M	z_High School	Clerical	29	Commercial	$30,410	7	Panel Truck	yes	$0	0	No	0	8	z_Highly Rural/ Rural
2205	0	0.00000	0	38	3	5	$30,592	No	$160,256	Yes	z_F	z_High School	z_Blue Collar	26	Commercial	$14,660	10	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
2207	0	0.00000	0	44	0	13	$23,276	No	$109,877	Yes	z_F	z_High School	Clerical	18	Commercial	$16,000	6	Pickup	no	$0	0	No	1	1	z_Highly Rural/ Rural
2208	0	0.00000	0	49	0	12	$64,446	No	$235,164	Yes	M	Bachelors	Professional	19	Private	$14,690	1	Minivan	yes	$0	0	No	1	NA	z_Highly Rural/ Rural
2209	1	3044.00000	1	42	1	11	$4,480	Yes	$0	z_No	z_F	z_High School	Home Maker	50	Private	$1,950	1	z_SUV	no	$30,089	1	Yes	4	1	Highly Urban/ Urban
2210	0	0.00000	0	39	1	0	$0	No	$0	Yes	z_F	<High School	Student	32	Private	$9,030	7	z_SUV	no	$0	0	Yes	1	1	z_Highly Rural/ Rural
2211	0	0.00000	0	46	0	14	$31,834	No	$0	z_No	z_F	<High School	Clerical	68	Private	$28,190	6	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
2212	0	0.00000	0	50	0	13	$26,137	No	$121,970	Yes	z_F	z_High School	Clerical	31	Commercial	$23,980	4	Pickup	no	$0	0	No	2	10	z_Highly Rural/ Rural
2213	0	0.00000	0	32	1	0	$0	No	$0	Yes	z_F	z_High School	Student	44	Private	$9,830	9	z_SUV	no	$7,644	2	No	7	9	Highly Urban/ Urban
2214	0	0.00000	0	43	0	0	$0	No	$0	Yes	M	<High School	Student	25	Private	$11,750	6	Minivan	yes	$4,520	1	No	0	1	Highly Urban/ Urban
2215	0	0.00000	0	48	0	12	$92,972	No	$0	z_No	z_F	Bachelors	Manager	26	Private	$28,830	4	z_SUV	no	$0	0	No	0	5	Highly Urban/ Urban
2216	1	4147.00000	0	54	0	13	$33,791	No	$171,275	Yes	M	<High School	Clerical	63	Private	$9,730	1	Pickup	yes	$41,917	2	Yes	5	1	Highly Urban/ Urban
2217	0	0.00000	0	49	0	7	$87,961	No	$275,723	Yes	z_F	PhD	Lawyer	30	Private	$20,150	13	z_SUV	no	$0	0	No	4	10	Highly Urban/ Urban
2220	0	0.00000	0	46	0	0	$0	No	$0	Yes	M	z_High School	Student	15	Commercial	$32,280	4	Panel Truck	yes	$0	0	No	2	NA	z_Highly Rural/ Rural
2222	1	6123.00000	0	41	0	NA	$16,108	No	$0	z_No	z_F	Bachelors	Student	34	Commercial	$25,010	6	z_SUV	no	$39,315	1	Yes	0	9	Highly Urban/ Urban
2223	0	0.00000	0	50	0	14	$15,989	No	$117,038	Yes	M	<High School	Clerical	22	Private	$20,000	14	Van	no	$0	0	Yes	0	5	Highly Urban/ Urban
2224	1	3925.00000	0	43	0	12	$77,104	No	$0	z_No	z_F	Masters	Manager	33	Private	$27,330	6	Sports Car	no	$0	0	No	0	14	Highly Urban/ Urban
2225	0	0.00000	0	44	0	12	$100,046	No	$238,931	Yes	z_F	<High School	z_Blue Collar	38	Commercial	$24,300	1	Pickup	no	$0	0	No	1	6	z_Highly Rural/ Rural
2227	0	0.00000	0	51	0	12	$113,158	No	$333,903	Yes	M	Masters		18	Commercial	$30,690	1	Panel Truck	no	$3,601	4	No	4	15	Highly Urban/ Urban
2229	1	4373.00000	0	57	0	12	$100,769	No	$0	z_No	z_F	Bachelors	Professional	31	Private	$11,580	6	z_SUV	no	$6,712	1	No	4	12	Highly Urban/ Urban
2230	0	0.00000	0	49	0	10	$122,192	No	$337,259	z_No	M	Masters		32	Commercial	$33,960	1	Panel Truck	no	$0	0	No	0	NA	Highly Urban/ Urban
2231	0	0.00000	0	42	0	12	$15,307	No	$123,562	Yes	M	z_High School	Clerical	53	Private	$10,880	1	Pickup	yes	$0	0	No	2	8	z_Highly Rural/ Rural
2233	0	0.00000	0	50	0	6	$50,621	No	$199,108	Yes	z_F	z_High School	Professional	32	Private	$15,860	10	z_SUV	no	$0	0	No	3	NA	Highly Urban/ Urban
2234	1	706.00000	0	39	1	13	$77,889	No	$217,053	Yes	z_F	Bachelors	z_Blue Collar	44	Commercial	$9,290	6	z_SUV	no	$0	0	No	0	10	Highly Urban/ Urban
2235	0	0.00000	0	53	0	7	$55,869	No	$0	z_No	M	Masters	Lawyer	10	Private	$22,920	1	Minivan	no	$0	0	No	0	13	Highly Urban/ Urban
2237	1	16798.06260	0	42	0	12	$31,093	No	$159,141	Yes	z_F	<High School	Clerical	9	Private	$13,550	10	Sports Car	no	$5,029	3	No	2	5	Highly Urban/ Urban
2238	0	0.00000	0	47	0	6	$64,549	No	$222,737	z_No	M	Bachelors	Manager	51	Private	$14,780	6	Minivan	no	$3,457	1	No	3	10	Highly Urban/ Urban
2239	0	0.00000	0	63	0	13	$65,962	No	$244,144	Yes	z_F	Masters	Manager	12	Private	$14,400	8	Sports Car	no	$3,694	2	No	0	12	Highly Urban/ Urban
2240	0	0.00000	1	45	1	10	$19,802	Yes		z_No	M	<High School	Clerical	42	Private	$3,480	1	Minivan	no	$0	0	No	1	1	z_Highly Rural/ Rural
2242	1	5641.00000	4	45	5	0	$0	Yes	$0	z_No	z_F	<High School	Student	38	Private	$7,920	6	Sports Car	no	$5,288	2	No	3	NA	z_Highly Rural/ Rural
2243	0	0.00000	0	48	0	10	$90,174	No	$0	z_No	M	Masters		52	Commercial	$28,090	3	Panel Truck	yes	$4,436	2	No	3	16	Highly Urban/ Urban
2244	0	0.00000	0	46	0	9	$98,346	No	$296,257	Yes	M	Masters	Lawyer	16	Private	$17,980	4	Van	no	$0	0	No	1	27	Highly Urban/ Urban
2246	1	1338.00000	0	41	0	13	$39,645	No	$150,503	Yes	z_F	z_High School	Clerical	48	Private	$20,800	14	Sports Car	no	$0	0	No	0	5	Highly Urban/ Urban
2247	0	0.00000	0	46	0	12	$78,804	No	$270,734	Yes	z_F	z_High School	z_Blue Collar	54	Commercial	$9,380	12	Sports Car	no	$7,428	3	No	0	1	Highly Urban/ Urban
2248	0	0.00000	0	49	0	8	$57,775	No	$176,758	Yes	z_F	z_High School	Manager	35	Private	$15,680	7	Minivan	no	$0	0	No	0	10	Highly Urban/ Urban
2249	0	0.00000	0	51	0	14	$117,742	No	$305,361	Yes	M	Masters	Lawyer	23	Private	$1,500	10	Minivan	yes	$0	0	No	0	16	Highly Urban/ Urban
2250	0	0.00000	0	47	0	10	$161,627	No	$408,755	z_No	z_F	PhD	Doctor	23	Private	$11,240	1	z_SUV	no	$0	0	No	1	21	Highly Urban/ Urban
2252	0	0.00000	0	35	2	9	$103,802	No	$319,590	Yes	z_F	PhD	Manager	30	Private	$34,270	6	Pickup	no	$0	0	No	0	17	Highly Urban/ Urban
2253	0	0.00000	0	34	4	14	$34,135	Yes	$0	z_No	z_F	z_High School	Manager	40	Private	$21,670	1	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
2254	0	0.00000	0	45	0	11	$67,095	No	$259,295	z_No	M	z_High School	z_Blue Collar	56	Commercial	$19,420	1	Van	no	$0	0	No	0	8	z_Highly Rural/ Rural
2257	1	2907.27364	1	60	2	15	$151,225	No	$416,062	Yes	z_F	PhD	Doctor	46	Private	$10,560	6	Sports Car	no	$0	0	No	3	13	Highly Urban/ Urban
2258	0	0.00000	0	48	0	14	$115,126	No	$271,839	Yes	z_F	Masters	Lawyer	38	Private	$30,600	7	z_SUV	no	$0	0	Yes	0	19	Highly Urban/ Urban
2260	1	2934.00000	0	35	3	12	$20,986	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	37	Commercial	$7,100	11	Minivan	no	$0	0	No	2	NA	Highly Urban/ Urban
2261	0	0.00000	0	52	0	9	$138,004	No	$343,853	z_No	z_F	PhD	Manager	10	Private	$19,630	10	Pickup	no	$0	0	No	0	10	Highly Urban/ Urban
2262	0	0.00000	0	45	1	12	$38,639	No	$151,007	Yes	z_F	z_High School	Clerical	98	Private	$9,500	1	Minivan	yes	$0	0	No	0	9	z_Highly Rural/ Rural
2265	0	0.00000	0	33	1	14	$52,682	Yes	$185,164	z_No	z_F	Bachelors	Professional	23	Private	$10,070	4	Minivan	no	$4,676	1	No	4	NA	Highly Urban/ Urban
2266	0	0.00000	0	49	0	13	$17,804	No	$130,333	Yes	M	<High School	Clerical	20	Commercial	$33,990	4	Panel Truck	no	$0	0	No	0	6	z_Highly Rural/ Rural
2268	0	0.00000	0	56	0	9	$178,807	No	$451,332	Yes	z_F	Bachelors	Professional	53	Private	$33,140	1	Van	no	$2,925	2	No	0	5	Highly Urban/ Urban
2269	0	0.00000	0	50	0	9	$76,515	No		Yes	z_F	Masters	Lawyer	25	Private	$31,330	15	Minivan	no	$0	0	No	0	16	Highly Urban/ Urban
2270	0	0.00000	0	53	0	12	$168,489	No	$422,061	Yes	M	PhD		32	Commercial	$29,020	4	Panel Truck	no	$0	0	No	0	9	Highly Urban/ Urban
2271	0	0.00000	0	34	1	10	$6,362	Yes	$0	z_No	z_F	<High School	Clerical	36	Private	$18,830	1	z_SUV	no	$0	0	No	1	1	z_Highly Rural/ Rural
2272	0	0.00000	0	41	2	0	$0	Yes		z_No	z_F	<High School	Student	50	Private	$6,200	13	Sports Car	no	$0	0	No	0	5	z_Highly Rural/ Rural
2274	0	0.00000	0	52	0	14	$174,389	No	$447,758	Yes	M	PhD		28	Commercial	$26,740	7	Panel Truck	yes	$3,432	3	No	0	15	Highly Urban/ Urban
2275	0	0.00000	0	36	1	12	$19,217	No	$120,635	Yes	z_F	<High School	Clerical	25	Private	$8,220	1	Sports Car	no	$7,194	2	No	5	3	z_Highly Rural/ Rural
2276	1	2166.00000	0	60	2	15	$3,005	Yes	$125,809	z_No	z_F	z_High School	Home Maker	5	Private	$11,640	17	z_SUV	no	$0	0	Yes	0	1	Highly Urban/ Urban
2278	0	0.00000	0	60	0	12	$19,796	No	$153,061	z_No	z_F	Bachelors	Clerical	19	Private	$21,560	13	Pickup	no	$3,437	2	No	5	1	Highly Urban/ Urban
2279	1	707.00000	0	30	1	0	$0	Yes	$0	z_No	M	Bachelors	Student	46	Commercial	$4,500	4	Pickup	no	$0	0	Yes	1	5	Highly Urban/ Urban
2280	0	0.00000	0	43	0	12	$80,746	No	$0	z_No	M	Bachelors	Manager	11	Private	$16,760	8	Minivan	yes	$0	0	No	1	1	Highly Urban/ Urban
2281	1	774.30777	0	50	0	13	$68,194	No	$0	z_No	z_F	Bachelors	z_Blue Collar	69	Commercial	$13,920	4	z_SUV	no	$3,800	2	No	2	10	Highly Urban/ Urban
2282	1	6332.00000	1	37	3	13	$91,450	No	$284,853	Yes	M	Bachelors	Professional	47	Private	$10,650	1	Pickup	yes	$27,439	2	Yes	3	1	Highly Urban/ Urban
2283	0	0.00000	0	61	0	10	$145,194	No	$390,342	z_No	M	Bachelors	Manager	12	Private	$10,960	13	Sports Car	no	$0	0	No	3	9	Highly Urban/ Urban
2284	0	0.00000	1	43	3	18		No	$0	Yes	z_F	Bachelors	Student	16	Commercial	$10,900	13	z_SUV	no	$0	0	Yes	2	9	Highly Urban/ Urban
2285	0	0.00000	0	33	1	3	$16,502	Yes	$0	z_No	z_F	<High School	Clerical	31	Private	$1,500	6	z_SUV	no	$24,512	2	No	2	7	z_Highly Rural/ Rural
2286	1	3554.00000	0	52	0	11	$56,582	No	$0	z_No	z_F	<High School	Clerical	47	Private	$21,460	13	z_SUV	no	$1,606	2	No	1	6	Highly Urban/ Urban
2288	0	0.00000	0	41	1	11	$36,445	No	$190,650	Yes	M	z_High School	Clerical	23	Private	$9,200	6	Minivan	yes	$8,518	3	No	1	1	Highly Urban/ Urban
2290	1	3388.00000	1	41	1	11	$63,989	No	$212,477	Yes	z_F	Bachelors	Manager	41	Private	$5,600	1	z_SUV	no	$37,404	2	No	0	11	Highly Urban/ Urban
2292	0	0.00000	0	24	0	8	$57,504	No	$147,969	Yes	M	Bachelors	Professional	22	Private	$17,720	4	Van	yes	$0	0	Yes	1	8	Highly Urban/ Urban
2293	0	0.00000	0	40	1	10	$13,719	Yes	$0	z_No	z_F	<High School	Clerical	32	Private	$21,320	10	z_SUV	no	$0	0	No	1	7	z_Highly Rural/ Rural
2294	1	5146.00000	2	37	2	13	$141,969	Yes	$0	z_No	z_F	PhD	Manager	50	Private	$19,400	3	z_SUV	no	$0	0	No	3	16	Highly Urban/ Urban
2295	0	0.00000	0	42	0	12	$14,006	No	$120,836	Yes	z_F	z_High School	Home Maker	23	Private	$7,760	13	Minivan	no	$0	0	No	0	8	Highly Urban/ Urban
2297	0	0.00000	0	48	0	13	$34,351	No	$0	z_No	z_F	z_High School	z_Blue Collar	29	Commercial	$18,090	1	Minivan	no	$0	0	No	1	5	Highly Urban/ Urban
2298	0	0.00000	0	39	1	0	$0	No	$0	Yes	z_F	Bachelors	Student	75	Private	$11,290	12	Minivan	no	$0	0	No	2	7	Highly Urban/ Urban
2300	0	0.00000	0	61	0	12	$115,440	No	$0	z_No	M	Masters	Lawyer	11	Private	$41,250	4	Van	no	$5,650	2	No	3	15	Highly Urban/ Urban
2301	0	0.00000	0	48	0	12	$180,128	No	$437,339	Yes	M	PhD		16	Commercial	$32,110	1	Panel Truck	no	$0	0	No	0	15	Highly Urban/ Urban
2302	0	0.00000	0	39	0	12	$55,246	No	$210,896	z_No	M	Masters	Lawyer	9	Private	$1,500	1	Minivan	no	$9,011	1	No	7	6	Highly Urban/ Urban
2303	1	5349.00000	0	51	0	14	$175,219	No	$477,999	Yes	z_F	Masters	Manager	22	Private	$6,600	8	z_SUV	no	$0	0	No	0	15	Highly Urban/ Urban
2304	1	2532.00000	0	36	2	NA	$51,969	No	$221,596	Yes	M	Bachelors	Clerical	55	Private	$1,500	16	Minivan	yes	$3,488	4	No	0	7	Highly Urban/ Urban
2305	1	45191.30399	0	59	0	10		No	$0	Yes	z_F	z_High School	Student	34	Commercial	$11,600	6	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
2307	0	0.00000	0	49	0	8	$105,594	No	$301,702	Yes	z_F	PhD	Doctor	17	Private	$12,920	13	z_SUV	no	$0	0	No	3	1	Highly Urban/ Urban
2308	0	0.00000	0	39	0	8	$74,548	No	$0	z_No	z_F	Bachelors	Professional	33	Private	$18,100	1	z_SUV	no	$25,130	2	No	2	10	Highly Urban/ Urban
2309	1	5667.00000	0	53	1	NA	$31,205	No	$170,358	Yes	z_F	z_High School	Clerical	27	Private	$12,080	1	Sports Car	no	$0	0	No	0	6	Highly Urban/ Urban
2310	0	0.00000	0	48	0	12	$42,156	No	$0	z_No	M	<High School	Clerical	50	Private	$11,680	1	Minivan	no	$0	0	No	0	8	z_Highly Rural/ Rural
2311	1	5836.00000	0	36	0	0	$0	No	$0	z_No	z_F	<High School	Student	35	Commercial	$13,440	10	Pickup	no	$5,093	2	No	8	1	Highly Urban/ Urban
2312	1	3036.00000	0	46	0	11	$68,126	No	$214,584	Yes	z_F	Bachelors	Professional	52	Private	$12,910	1	z_SUV	no	$0	0	Yes	3	6	Highly Urban/ Urban
2313	0	0.00000	0	29	4	0	$0	No	$103,207	Yes	z_F	<High School	Home Maker	44	Private	$26,670	9	Sports Car	no	$0	0	No	4	1	z_Highly Rural/ Rural
2315	0	0.00000	0	40	3	0	$0	No	$0	Yes	z_F	<High School	Student	30	Private	$7,890	3	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
2316	1	3110.00000	0	26	3	0	$0	No	$50,964	Yes	z_F	Bachelors	Home Maker	42	Private	$4,100	1	z_SUV	no	$2,621	2	No	6	8	Highly Urban/ Urban
2319	0	0.00000	1	55	2	15	$127,075	Yes	$0	z_No	M	PhD	Doctor	41	Private	$19,450	1	Minivan	no	$7,744	2	No	4	13	Highly Urban/ Urban
2320	0	0.00000	0	44	4	15	$27,069	No	$134,937	Yes	z_F	z_High School	Clerical	80	Private	$24,910	6	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
2322	0	0.00000	2	36	3	13	$8,615	No	$72,501	Yes	z_F	z_High School	Home Maker	41	Private	$20,150	1	Minivan	no	$0	0	No	0	6	z_Highly Rural/ Rural
2323	0	0.00000	0	54	0	13		No		Yes	M	Masters		24	Commercial	$7,880	7	Pickup	no	$5,203	1	No	4	16	Highly Urban/ Urban
2325	0	0.00000	0	41	3	15	$126,363	No	$349,884	Yes	M	PhD	Doctor	27	Private	$18,240	13	Van	yes	$0	0	No	0	8	Highly Urban/ Urban
2326	0	0.00000	0	45	0	13	$78,432	No	$259,622	Yes	z_F	Bachelors	Manager	25	Private	$9,590	4	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
2327	0	0.00000	0	51	0	13	$74,501	No	$190,592	Yes	z_F	Bachelors	Professional	46	Private	$26,020	13	Sports Car	no	$9,845	2	No	4	1	Highly Urban/ Urban
2328	0	0.00000	2	43	2	14	$6,162	No	$50,223	Yes	z_F	z_High School	Home Maker	32	Private	$14,350	1	Minivan	no	$13,752	3	No	5	7	Highly Urban/ Urban
2329	0	0.00000	0	44	0	0	$0	No	$0	Yes	z_F	z_High School	Student	77	Private	$9,770	13	z_SUV	no	$0	0	No	0	7	z_Highly Rural/ Rural
2330	0	0.00000	0	28	1	13	$97,231	No	$262,856	Yes	z_F	Bachelors	z_Blue Collar	56	Commercial	$22,200	4	z_SUV	no	$0	0	No	3	11	z_Highly Rural/ Rural
2331	0	0.00000	0	61	0	11	$61,472	No	$227,562	Yes	z_F	Masters	Lawyer	46	Private	$17,410	1	Sports Car	no	$0	0	Yes	5	8	Highly Urban/ Urban
2332	0	0.00000	2	41	3	10	$90,991	No	$310,709	Yes	M	Bachelors	Professional	43	Private	$5,600	7	Pickup	yes	$1,421	2	No	4	1	Highly Urban/ Urban
2333	0	0.00000	0	42	0	11	$69,780	No	$223,784	Yes	z_F	Masters	Lawyer	32	Private	$22,350	6	z_SUV	no	$5,346	2	No	3	19	Highly Urban/ Urban
2334	1	5443.00000	0	39	3	16	$22,626	No	$60,718	Yes	z_F	<High School	z_Blue Collar	46	Commercial	$19,950	1	Pickup	no	$6,937	1	No	7	7	Highly Urban/ Urban
2335	1	4847.00000	1	43	1	8	$199,866	Yes	$0	z_No	M	Masters		33	Commercial	$25,510	6	Panel Truck	yes	$0	0	No	1	15	Highly Urban/ Urban
2336	0	0.00000	0	34	2	14	$51,497	No	$219,049	Yes	z_F	Bachelors	Clerical	51	Private	$15,230	7	z_SUV	no	$0	0	No	0	14	z_Highly Rural/ Rural
2337	0	0.00000	0	41	0	NA	$103,461	No	$305,052	Yes	M	Masters	Professional	35	Private	$15,950	6	Minivan	yes	$3,443	2	No	3	20	Highly Urban/ Urban
2338	0	0.00000	0	53	0	14	$64,915	No	$186,151	Yes	M	Bachelors	Manager	41	Private	$21,920	1	Van	yes	$0	0	No	0	NA	Highly Urban/ Urban
2339	0	0.00000	0	32	1	11	$8,824	No	$91,593	Yes	z_F	<High School	Professional	60	Private	$9,280	1	z_SUV	no	$4,409	2	No	1	8	Highly Urban/ Urban
2341	0	0.00000	0	51	0	11	$91,605	No	$276,147	Yes	M	PhD	Doctor	58	Private	$15,910	1	Minivan	yes	$2,645	2	No	3	10	Highly Urban/ Urban
2342	0	0.00000	0	54	0	11	$177,842	No	$0	z_No	z_F	Masters	Lawyer	50	Private	$7,000	10	Sports Car	no	$47,939	3	No	1	24	Highly Urban/ Urban
2344	0	0.00000	0	46	0	14	$23,571	No	$145,066	Yes	M	z_High School	Clerical	45	Commercial	$11,890	4	Pickup	yes	$0	0	No	0	1	z_Highly Rural/ Rural
2345	0	0.00000	0	44	0	12	$5,069	No	$0	z_No	z_F	<High School	Student	37	Private	$8,060	7	z_SUV	no	$1,022	1	No	1	1	Highly Urban/ Urban
2346	0	0.00000	0	48	0	14	$20,792	No	$165,130	Yes	z_F	Bachelors	Home Maker	49	Private	$13,930	3	z_SUV	no	$0	0	No	0	6	z_Highly Rural/ Rural
2347	0	0.00000	0	52	0	10	$104,067	No	$319,855	Yes	z_F	PhD	Manager	33	Private	$35,760	6	z_SUV	no	$0	0	No	0	18	Highly Urban/ Urban
2348	1	7485.00000	1	34	4	14	$58,991	No	$162,309	Yes	M	z_High School	z_Blue Collar	61	Commercial	$5,490	13	Pickup	no	$1,423	1	No	0	NA	Highly Urban/ Urban
2350	0	0.00000	0	53	0	0	$0	No	$0	z_No	z_F	Masters	Home Maker	7	Private	$20,530	7	Minivan	no	$0	0	No	3	17	Highly Urban/ Urban
2351	0	0.00000	0	39	0	0	$0	No		Yes	z_F	z_High School	Student	35	Private	$9,460	8	z_SUV	no	$0	0	Yes	0	1	Highly Urban/ Urban
2354	1	3034.00000	0	35	2	8	$47,797	Yes	$0	z_No	z_F	Bachelors	Professional	23	Private	$1,500	6	z_SUV	no	$41,303	2	Yes	4	6	Highly Urban/ Urban
2355	1	4271.39855	0	43	0	NA	$49,021	No	$177,127	z_No	M	z_High School	Professional	49	Commercial	$10,700	1	Pickup	no	$0	0	Yes	2	1	Highly Urban/ Urban
2356	0	0.00000	0	50	0	7	$125,583	No		Yes	M	Masters	Professional	41	Commercial	$20,730	1	Van	no	$1,358	1	No	5	13	Highly Urban/ Urban
2357	0	0.00000	0	38	0	7	$46,947	No	$150,812	Yes	z_F	Bachelors	Home Maker	13	Private	$13,990	1	z_SUV	no	$0	0	No	0	NA	z_Highly Rural/ Rural
2358	0	0.00000	0	39	2	12	$24,790	Yes	$0	z_No	z_F	z_High School	Clerical	29	Private	$8,310	7	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
2359	0	0.00000	0	46	0	8		No		z_No	z_F	Masters	Lawyer	17	Private	$18,220	6	z_SUV	no	$0	0	No	0	NA	Highly Urban/ Urban
2360	0	0.00000	0	43	0	11	$106,059	No	$267,152	Yes	z_F	z_High School	Manager	44	Private	$5,800	13	z_SUV	no	$0	0	No	4	1	Highly Urban/ Urban
2361	0	0.00000	0	47	0	8		No	$119,708	z_No	M	<High School	Clerical	18	Private	$9,570	1	Minivan	no	$0	0	No	2	3	Highly Urban/ Urban
2362	0	0.00000	0	52	0	9	$30,776	No	$200,353	Yes	M	<High School	Clerical	25	Commercial	$25,530	10	Panel Truck	yes	$1,086	2	No	0	5	Highly Urban/ Urban
2363	1	6685.40341	1	53	1	11	$12,824	Yes	$0	z_No	z_F	z_High School	Student	48	Commercial	$16,720	6	z_SUV	no	$9,851	3	No	8	10	Highly Urban/ Urban
2364	0	0.00000	1	39	1	13	$78,477	No		Yes	z_F	Masters	Manager	26	Private	$10,170	3	z_SUV	no	$3,927	1	No	1	11	Highly Urban/ Urban
2366	0	0.00000	0	50	0	13	$5,386	No	$0	Yes	z_F	Bachelors	Student	68	Private	$7,040	1	Sports Car	no	$2,996	2	No	4	9	Highly Urban/ Urban
2367	0	0.00000	0	51	0	14	$89,582	No	$269,747	z_No	M	Masters	Lawyer	37	Private	$22,020	9	Minivan	no	$0	0	Yes	0	16	Highly Urban/ Urban
2368	1	1037.00000	0	54	0	0	$0	No	$111,556	z_No	M	Bachelors	Home Maker	26	Commercial	$11,020	1	Pickup	yes	$0	0	Yes	1	7	Highly Urban/ Urban
2369	0	0.00000	1	39	3	12	$6,843	Yes	$0	z_No	z_F	z_High School	Student	9	Commercial	$7,050	4	z_SUV	no	$0	0	No	1	6	z_Highly Rural/ Rural
2371	1	1990.00000	0	36	0	11	$33,447	No	$0	z_No	M	<High School	Clerical	42	Private	$22,070	7	Van	yes	$0	0	No	0	1	Highly Urban/ Urban
2372	1	6208.00000	0	54	0	12	$27,354	No	$0	z_No	z_F	Bachelors	z_Blue Collar	19	Commercial	$9,640	1	z_SUV	no	$0	0	No	2	9	Highly Urban/ Urban
2373	0	0.00000	0	41	0	12	$70,426	No	$209,877	Yes	z_F	z_High School	Professional	38	Private	$22,860	6	Minivan	no	$0	0	No	0	12	Highly Urban/ Urban
2374	0	0.00000	0	42	0	12		No	$241,791	Yes	z_F	Bachelors	Clerical	57	Private	$18,690	1	z_SUV	no	$1,698	2	No	0	8	Highly Urban/ Urban
2375	0	0.00000	2	42	2	NA	$0	Yes	$0	z_No	z_F	Bachelors	Student	35	Commercial	$18,020	7	Minivan	no	$0	0	No	1	6	z_Highly Rural/ Rural
2376	0	0.00000	1	39	1	11	$50,891	No	$194,126	Yes	z_F	z_High School	Clerical	32	Private	$10,490	1	z_SUV	no	$0	0	No	5	6	z_Highly Rural/ Rural
2377	1	19351.62123	0	57	0	8	$81,767	No	$308,350	Yes	z_F	z_High School	z_Blue Collar	30	Commercial	$19,820	1	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
2379	1	4903.00000	0	47	0	14	$19,779	No	$96,107	z_No	M	<High School	z_Blue Collar	50	Commercial	$25,250	4	Panel Truck	yes	$0	0	No	2	1	z_Highly Rural/ Rural
2380	0	0.00000	0	51	0	0	$0	No	$56,589	Yes	z_F	z_High School	Home Maker	56	Commercial	$19,640	1	Pickup	no	$6,187	1	No	2	1	Highly Urban/ Urban
2381	0	0.00000	0	42	0	9	$116,863	No	$335,371	Yes	M	Masters		45	Commercial	$17,390	1	Van	no	$0	0	No	3	11	Highly Urban/ Urban
2382	0	0.00000	0	49	0	7	$176,866	No	$0	z_No	M	Masters		69	Commercial	$6,400	3	Pickup	yes	$0	0	Yes	0	16	Highly Urban/ Urban
2383	0	0.00000	0	49	0	14	$21,918	No	$157,112	Yes	z_F	Masters	Lawyer	18	Private	$25,530	6	Minivan	no	$0	0	No	0	19	Highly Urban/ Urban
2384	0	0.00000	0	32	1	12	$126,678	No	$325,815	Yes	M	Bachelors	z_Blue Collar	60	Private	$20,480	4	Van	yes	$0	0	No	4	15	z_Highly Rural/ Rural
2385	1	2589.00000	0	47	0	9		No	$149,582	Yes	M	<High School	z_Blue Collar	44	Private	$5,430	3	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
2386	0	0.00000	0	37	0	9	$62,409	No	$217,421	z_No	z_F	z_High School	z_Blue Collar	55	Commercial	$11,440	10	z_SUV	no	$0	0	Yes	1	1	z_Highly Rural/ Rural
2387	0	0.00000	0	51	0	14	$28,979	No	$174,100	Yes	M	PhD	Manager	45	Commercial	$22,570	1	Panel Truck	yes	$0	0	No	3	11	Highly Urban/ Urban
2388	0	0.00000	0	35	1	11	$77,486	Yes	$232,815	z_No	M	Bachelors	Manager	28	Private	$13,690	1	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
2389	0	0.00000	0	53	0	13	$93,908	No	$0	z_No	M	z_High School	Clerical	41	Private	$16,190	1	Minivan	yes	$0	0	No	2	9	z_Highly Rural/ Rural
2391	0	0.00000	0	39	0	NA		No	$0	Yes	z_F	<High School	Student	79	Private	$5,600	1	Sports Car	no	$4,697	1	No	0	1	Highly Urban/ Urban
2392	0	0.00000	0	52	0	6	$168,168	No	$0	z_No	M	Masters	Lawyer	22	Private	$6,700	10	Minivan	yes	$0	0	No	0	15	Highly Urban/ Urban
2393	1	4296.00000	0	36	0	9	$60,847	No	$211,273	z_No	z_F	Bachelors	z_Blue Collar	31	Private	$8,560	4	z_SUV	no	$6,295	3	No	5	3	Highly Urban/ Urban
2394	1	2777.00000	0	39	0	11	$57,744	No	$213,239	Yes	z_F	z_High School	z_Blue Collar	45	Commercial	$11,170	1	z_SUV	no	$0	0	No	3	8	Highly Urban/ Urban
2395	1	4298.00000	0	52	0	10	$5	No	$0	z_No	M	Bachelors	Student	38	Commercial	$6,700	1	Pickup	yes	$4,824	3	No	0	11	Highly Urban/ Urban
2396	0	0.00000	0	53	0	10	$62,280	No	$0	z_No	M	Masters		52	Commercial	$30,810	6	Panel Truck	yes	$4,390	2	No	0	12	Highly Urban/ Urban
2397	0	0.00000	1	37	2	0	$0	Yes	$0	z_No	z_F	Bachelors	Student	41	Private	$20,860	1	z_SUV	no	$9,237	3	No	2	4	z_Highly Rural/ Rural
2398	1	2536.00000	1	57	2	15	$79,053	No		Yes	z_F	Masters	Lawyer	57	Private	$15,110	7	Sports Car	no	$3,795	3	No	6	12	Highly Urban/ Urban
2400	1	5723.00000	0	39	0	4	$102,052	No	$237,341	z_No	M	PhD	Manager	21	Private	$7,020	6	Pickup	yes	$0	0	No	1	16	Highly Urban/ Urban
2401	0	0.00000	0	35	0	7	$64,890	No	$0	z_No	z_F	Bachelors	Manager	27	Private	$12,760	1	z_SUV	no	$0	0	No	0	12	Highly Urban/ Urban
2405	1	337.50470	0	51	0	12	$146,881	No	$396,556	Yes	M	PhD	Manager	70	Commercial	$19,920	1	Van	no	$0	0	No	0	11	Highly Urban/ Urban
2406	0	0.00000	2	44	3	15	$69,264	No	$242,234	Yes	M	z_High School	z_Blue Collar	35	Commercial	$16,510	4	Minivan	yes	$0	0	No	0	9	z_Highly Rural/ Rural
2407	0	0.00000	0	34	1	0	$0	No	$0	Yes	z_F	<High School	Student	42	Private	$11,990	7	z_SUV	no	$0	0	No	0	6	Highly Urban/ Urban
2408	1	2257.00000	0	51	0	15	$57,410	No	$231,626	Yes	z_F	Bachelors	Professional	34	Private	$12,340	13	z_SUV	no	$33,089	3	No	3	4	Highly Urban/ Urban
2409	0	0.00000	0	34	4	NA	$6,363	Yes	$0	z_No	z_F	z_High School	Student	23	Commercial	$7,850	6	Sports Car	no	$53,477	2	Yes	2	1	Highly Urban/ Urban
2410	0	0.00000	0	43	1	NA	$41,229	No	$0	Yes	z_F	z_High School	Student	43	Private	$9,920	4	z_SUV	no	$5,303	2	No	3	5	Highly Urban/ Urban
2411	1	2774.00000	0	41	0	5	$53,293	No	$0	z_No	z_F	z_High School	z_Blue Collar	46	Commercial	$6,830	6	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
2412	0	0.00000	0	42	0	11	$94,090	No		Yes	M	Masters	Manager	29	Commercial	$18,340	1	Van	yes	$39,973	2	Yes	3	15	Highly Urban/ Urban
2413	0	0.00000	0	38	1	12	$15,216	Yes	$134,163	z_No	M	Bachelors	Home Maker	10	Commercial	$8,650	1	Pickup	yes	$0	0	No	0	8	z_Highly Rural/ Rural
2415	0	0.00000	0	34	1	12	$121,279	No	$325,518	Yes	z_F	Bachelors	z_Blue Collar	35	Private	$10,960	1	z_SUV	no	$0	0	Yes	4	15	Highly Urban/ Urban
2416	0	0.00000	0	49	0	13		No	$232,785	Yes	M	Bachelors	Professional	43	Private	$16,940	6	Van	yes	$3,170	3	No	3	12	Highly Urban/ Urban
2417	1	3997.00000	0	26	2	13	$989	No	$0	Yes	z_F	<High School	Student	24	Private	$4,200	10	z_SUV	no	$25,081	2	Yes	3	1	Highly Urban/ Urban
2418	1	8496.00000	0	42	0	NA	$7,804	No	$0	z_No	z_F	z_High School	Student	25	Private	$6,480	1	z_SUV	no	$4,400	1	No	2	8	Highly Urban/ Urban
2419	0	0.00000	0	44	0	11	$65,426	No	$181,181	Yes	M	Bachelors	Manager	44	Commercial	$6,040	6	Pickup	yes	$0	0	No	1	14	Highly Urban/ Urban
2420	0	0.00000	0	55	0	14	$174,526	No	$439,040	z_No	M	PhD		26	Commercial	$24,450	3	Panel Truck	no	$4,478	4	No	3	9	Highly Urban/ Urban
2421	0	0.00000	0	30	1	NA	$55,307	No	$174,352	Yes	M	Masters		22	Private	$12,360	1	Minivan	yes	$5,278	1	No	0	24	Highly Urban/ Urban
2423	0	0.00000	0	36	4	14	$45,484	No	$187,068	Yes	z_F	<High School	z_Blue Collar	23	Private	$9,650	6	z_SUV	no	$4,448	2	No	6	1	Highly Urban/ Urban
2425	0	0.00000	0	49	0	12	$23,111	No	$135,834	Yes	z_F	<High School	Clerical	39	Private	$12,260	3	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
2426	0	0.00000	0	50	0	NA	$120,424	No	$315,565	Yes	M	Bachelors	Professional	37	Commercial	$33,030	6	Panel Truck	yes	$0	0	No	0	13	z_Highly Rural/ Rural
2427	0	0.00000	0	58	0	15	$89,403	No	$274,333	Yes	M	Bachelors	z_Blue Collar	23	Commercial	$22,990	10	Panel Truck	no	$0	0	Yes	2	15	Highly Urban/ Urban
2428	0	0.00000	0	56	0	15	$4,200	No	$127,300	Yes	z_F	Bachelors	Home Maker	35	Private	$37,380	1	Minivan	no	$0	0	No	0	9	Highly Urban/ Urban
2429	0	0.00000	0	37	3	9	$14,818	Yes	$137,447	z_No	M	<High School	Clerical	34	Commercial	$16,710	4	Van	yes	$0	0	Yes	0	1	z_Highly Rural/ Rural
2431	1	291.72857	2	41	4	0	$0	Yes	$0	z_No	z_F	Masters	Home Maker	53	Private	$1,500	6	Sports Car	no	$1,433	2	No	5	NA	Highly Urban/ Urban
2432	0	0.00000	0	45	0	12	$43,998	No	$181,595	Yes	z_F	Masters	Manager	16	Private	$25,500	4	Minivan	no	$0	0	No	0	15	Highly Urban/ Urban
2433	0	0.00000	0	53	0	14	$39,095	No	$197,227	Yes	M	z_High School	Manager	11	Private	$10,710	6	Pickup	yes	$0	0	No	0	10	Highly Urban/ Urban
2434	0	0.00000	0	51	0	12	$54,236	No	$219,127	Yes	M	Bachelors	z_Blue Collar	40	Commercial	$6,600	1	Pickup	no	$0	0	No	0	14	z_Highly Rural/ Rural
2436	0	0.00000	0	33	5	0	$0	No	$0	Yes	z_F	Bachelors	Home Maker	45	Private	$9,930	4	Sports Car	no	$0	0	No	3	10	z_Highly Rural/ Rural
2437	0	0.00000	0	43	3	11	$72,637	Yes	$0	z_No	z_F	Masters	Manager	46	Commercial	$24,050	1	Panel Truck	no	$0	0	No	0	16	Highly Urban/ Urban
2438	0	0.00000	0	47	0	13	$128,481	No	$0	z_No	M	Bachelors	Professional	40	Private	$14,350	1	Minivan	yes	$0	0	No	2	12	Highly Urban/ Urban
2440	0	0.00000	0	43	0	14	$93,239	No	$277,687	Yes	z_F	Masters	Professional	36	Private	$5,800	1	Sports Car	no	$0	0	No	0	13	z_Highly Rural/ Rural
2441	1	9388.00000	2	38	2	0	$0	No	$0	Yes	M	z_High School	Student	22	Commercial	$5,300	4	Pickup	yes	$0	0	No	8	1	Highly Urban/ Urban
2443	0	0.00000	0	36	0	10	$166,406	No	$410,930	z_No	z_F	Masters		37	Commercial	$25,020	6	Pickup	no	$0	0	No	1	16	Highly Urban/ Urban
2444	1	4229.00000	0	31	0	5	$11,425	No	$0	z_No	z_F	<High School	Clerical	40	Private	$4,780	3	z_SUV	no	$2,168	2	No	2	6	Highly Urban/ Urban
2446	0	0.00000	0	47	0	6	$108,031	No	$329,698	Yes	M	Masters		13	Commercial	$21,460	3	Van	no	$0	0	No	0	13	Highly Urban/ Urban
2447	0	0.00000	0	36	1	13		No	$145,803	Yes	M	z_High School	Clerical	69	Commercial	$30,370	17	Panel Truck	no	$5,872	2	No	3	1	Highly Urban/ Urban
2448	0	0.00000	0	38	0	6	$90,075	No	$271,397	z_No	z_F	Masters	Professional	40	Private	$30,110	1	Minivan	no	$0	0	No	2	15	Highly Urban/ Urban
2450	0	0.00000	0	41	0	10	$185,205	No	$480,262	z_No	M	Bachelors	z_Blue Collar	47	Commercial	$5,600	12	Pickup	yes	$0	0	No	0	12	z_Highly Rural/ Rural
2452	0	0.00000	0	53	0	14	$46,817	No	$223,487	Yes	M	Masters	Manager	21	Private	$6,800	1	Pickup	no	$0	0	No	0	13	Highly Urban/ Urban
2453	1	5120.00000	0	46	0	10	$42,621	No	$0	z_No	z_F	z_High School	Clerical	45	Private	$10,360	4	z_SUV	no	$7,333	1	Yes	0	1	Highly Urban/ Urban
2454	0	0.00000	0	55	0	15	$105,178	No	$313,734	Yes	z_F	PhD	Doctor	25	Private	$12,020	4	Minivan	no	$0	0	No	0	8	Highly Urban/ Urban
2455	0	0.00000	0	63	0	13	$31,269	No	$201,461	Yes	M	z_High School	Professional	42	Private	$10,930	7	Sports Car	yes	$0	0	No	4	1	z_Highly Rural/ Rural
2456	1	6767.00000	3	40	4	10	$147,647	Yes	$385,798	z_No	M	PhD	Professional	12	Commercial	$28,870	3	Panel Truck	yes	$1,449	2	No	3	25	Highly Urban/ Urban
2457	0	0.00000	0	35	0	5	$60,855	No	$0	z_No	M	Bachelors	z_Blue Collar	52	Commercial	$23,480	9	Panel Truck	no	$0	0	No	0	1	z_Highly Rural/ Rural
2458	0	0.00000	0	55	0	12	$130,162	No	$356,853	z_No	z_F	Bachelors	z_Blue Collar	17	Commercial	$29,990	1	Panel Truck	no	$0	0	No	2	7	z_Highly Rural/ Rural
2459	0	0.00000	1	38	2	12	$10,287	Yes		z_No	M	<High School	z_Blue Collar	11	Commercial	$19,320	7	Van	no	$0	0	No	0	1	z_Highly Rural/ Rural
2460	0	0.00000	0	60	0	5	$100,328	No	$302,757	Yes	z_F	Masters	Lawyer	20	Private	$22,300	10	z_SUV	no	$0	0	No	1	20	Highly Urban/ Urban
2462	0	0.00000	0	48	0	11	$105,103	No	$318,523	Yes	z_F	Masters	Lawyer	34	Private	$6,300	10	Sports Car	no	$0	0	No	0	16	Highly Urban/ Urban
2463	0	0.00000	1	58	1	11	$66,762	No	$225,043	Yes	M	PhD		21	Commercial	$28,600	4	Panel Truck	yes	$4,007	1	No	6	17	Highly Urban/ Urban
2466	0	0.00000	2	40	3	13	$48,623	No	$221,757	Yes	z_F	<High School	z_Blue Collar	21	Private	$25,620	10	Sports Car	no	$0	0	No	2	1	z_Highly Rural/ Rural
2467	0	0.00000	0	47	0	NA	$120,150	No	$318,649	Yes	M	Masters		20	Commercial	$20,800	14	Van	no	$0	0	No	1	15	Highly Urban/ Urban
2468	0	0.00000	0	42	0	8	$57,095	No	$0	z_No	z_F	z_High School	z_Blue Collar	25	Commercial	$20,720	4	z_SUV	no	$46,442	1	Yes	5	12	z_Highly Rural/ Rural
2469	0	0.00000	0	48	0	15	$36,098	No	$0	z_No	M	z_High School	Manager	24	Private	$9,910	1	Pickup	yes	$8,258	2	No	0	6	Highly Urban/ Urban
2470	0	0.00000	0	47	0	12	$65,417	No	$0	z_No	M	z_High School	Professional	22	Private	$17,880	11	Van	yes	$0	0	No	0	1	z_Highly Rural/ Rural
2471	0	0.00000	0	46	0	14	$104,466	No	$299,208	z_No	M	Masters	Lawyer	19	Private	$24,840	10	Minivan	yes	$0	0	No	0	16	Highly Urban/ Urban
2473	0	0.00000	0	44	0	0	$22,288	No	$155,196	Yes	z_F	Bachelors	Home Maker	14	Private	$8,130	7	z_SUV	no	$0	0	No	2	14	Highly Urban/ Urban
2474	0	0.00000	0	31	2	10	$47,623	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	27	Commercial	$4,600	6	Sports Car	no	$35,375	3	No	0	1	Highly Urban/ Urban
2475	0	0.00000	0	52	0	14	$25,835	No	$127,524	Yes	z_F	z_High School	Clerical	53	Private	$11,340	6	z_SUV	no	$0	0	No	1	1	z_Highly Rural/ Rural
2477	1	3840.00000	0	35	0	10	$71,379	No	$0	z_No	M	Bachelors	z_Blue Collar	34	Commercial	$22,010	10	Van	yes	$31,039	2	Yes	3	9	Highly Urban/ Urban
2478	1	2527.00000	0	49	0	13	$37,414	No	$185,993	Yes	z_F	z_High School	z_Blue Collar	32	Commercial	$10,260	3	z_SUV	no	$7,105	2	No	9	1	Highly Urban/ Urban
2479	0	0.00000	0	53	0	14	$161,395	No	$412,344	Yes	M	PhD	Lawyer	40	Private	$22,940	4	Minivan	no	$0	0	No	2	11	Highly Urban/ Urban
2480	1	19970.20510	0	31	1	9	$83,316	Yes	$239,711	z_No	z_F	z_High School	Professional	12	Commercial	$37,720	6	Panel Truck	no	$0	0	No	5	1	Highly Urban/ Urban
2481	0	0.00000	0	50	0	13	$21,262	No	$152,605	z_No	z_F	z_High School	Home Maker	22	Private	$1,930	1	Sports Car	no	$0	0	No	3	8	z_Highly Rural/ Rural
2483	0	0.00000	0	51	0	13	$81,948	No	$308,197	Yes	z_F	z_High School	Professional	5	Private	$7,850	6	Sports Car	no	$2,219	1	No	0	1	Highly Urban/ Urban
2484	0	0.00000	0	53	0	16	$139,307	No	$338,975	Yes	M	Masters	Lawyer	5	Private	$21,910	6	Van	yes	$0	0	No	0	18	Highly Urban/ Urban
2485	0	0.00000	0	54	0	13	$74,398	No	$233,136	z_No	z_F	Bachelors	Manager	49	Private	$14,340	3	Sports Car	no	$0	0	No	1	1	Highly Urban/ Urban
2486	0	0.00000	0	47	0	7	$108,139	No	$0	z_No	z_F	Bachelors	Professional	46	Private	$17,440	11	Minivan	no	$3,924	1	No	2	12	Highly Urban/ Urban
2488	0	0.00000	0	48	0	11	$45,916	No	$194,824	z_No	M	<High School	z_Blue Collar	27	Private	$9,160	4	Pickup	no	$3,424	1	No	5	1	Highly Urban/ Urban
2489	0	0.00000	0	38	0	NA		No	$305,294	Yes	z_F	PhD	Lawyer	48	Private	$16,810	1	Minivan	no	$0	0	No	1	14	Highly Urban/ Urban
2490	0	0.00000	0	30	1	0	$0	Yes	$0	z_No	z_F	<High School	Student	37	Private	$4,500	1	Sports Car	no	$4,749	3	No	7	6	Highly Urban/ Urban
2491	0	0.00000	0	45	0	11	$191,870	No	$546,868	z_No	M	PhD	Doctor	28	Private	$5,900	6	Pickup	yes	$0	0	No	1	14	Highly Urban/ Urban
2492	1	1499.17752	0	37	0	13		No	$143,167	Yes	z_F	z_High School	Clerical	36	Private	$7,550	6	z_SUV	no	$0	0	Yes	0	1	Highly Urban/ Urban
2493	0	0.00000	1	43	1	3	$154,611	Yes	$0	z_No	M	Masters	Lawyer	53	Private	$31,830	10	Minivan	yes	$0	0	Yes	0	19	Highly Urban/ Urban
2494	0	0.00000	0	43	0	11	$43,032	No		Yes	M	Bachelors	z_Blue Collar	44	Commercial	$12,490	7	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
2495	1	3291.00000	0	51	0	7	$26,114	No	$0	z_No	z_F	Masters	Lawyer	36	Private	$9,780	6	Minivan	no	$1,867	2	No	0	8	Highly Urban/ Urban
2496	0	0.00000	0	56	0	12	$38,389	No	$173,079	z_No	z_F	Bachelors	Clerical	21	Private	$1,500	6	z_SUV	no	$0	0	No	0	13	z_Highly Rural/ Rural
2497	0	0.00000	0	28	3	13	$98,485	No	$284,911	Yes	M	Bachelors	z_Blue Collar	71	Commercial	$22,490	1	Van	yes	$0	0	No	2	NA	z_Highly Rural/ Rural
2499	1	4236.00000	0	42	3	16	$35,586	No	$125,317	Yes	M	z_High School	Clerical	29	Commercial	$5,060	10	Pickup	no	$24,208	1	Yes	5	1	Highly Urban/ Urban
2500	1	8107.42599	0	27	3	11	$14,461	No	$108,046	Yes	z_F	z_High School	Clerical	30	Private	$9,990	1	z_SUV	no	$0	0	Yes	2	1	Highly Urban/ Urban
2502	0	0.00000	0	43	0	7		No	$0	z_No	z_F	z_High School	z_Blue Collar	37	Commercial	$16,650	1	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
2503	0	0.00000	0	47	0	10	$45,669	No	$165,229	z_No	M	Masters	Manager	34	Commercial	$9,840	8	Pickup	yes	$0	0	Yes	0	9	Highly Urban/ Urban
2505	0	0.00000	0	33	5	10		No	$262,750	Yes	M	z_High School	z_Blue Collar	33	Commercial	$18,870	13	Van	no	$40,521	2	Yes	5	1	Highly Urban/ Urban
2506	0	0.00000	0	48	0	8	$37,095	No		Yes	z_F	z_High School	Clerical	43	Private	$7,090	6	Sports Car	no	$28,456	3	No	4	1	Highly Urban/ Urban
2507	0	0.00000	0	59	0	13	$137,935	No	$380,971	z_No	M	PhD	Doctor	26	Private	$21,190	10	Minivan	no	$0	0	No	1	10	Highly Urban/ Urban
2508	0	0.00000	0	55	0	16	$64,603	No	$217,162	Yes	z_F	z_High School	Professional	20	Private	$13,460	10	z_SUV	no	$5,916	3	No	2	7	Highly Urban/ Urban
2509	1	6111.00000	0	44	3	15		No	$155,178	Yes	z_F	Masters	Lawyer	39	Private	$15,270	10	Minivan	no	$0	0	No	0	16	Highly Urban/ Urban
2510	0	0.00000	1	39	2	NA	$159,727	No	$352,003	Yes	M	<High School	z_Blue Collar	31	Private	$21,370	6	Minivan	no	$7,931	2	No	2	1	Highly Urban/ Urban
2512	0	0.00000	2	45	2	14	$71,033	No	$219,527	Yes	z_F	Bachelors	Clerical	36	Private	$14,330	17	Minivan	no	$0	0	No	5	6	Highly Urban/ Urban
2513	0	0.00000	0	35	0	7	$17,562	No	$0	z_No	M	z_High School	Clerical	6	Private	$14,320	10	Minivan	yes	$0	0	No	0	1	z_Highly Rural/ Rural
2514	1	5342.00000	1	60	1	7	$102,339	Yes	$0	z_No	z_F	PhD		9	Commercial	$27,420	10	Van	no	$0	0	No	8	11	Highly Urban/ Urban
2515	1	5488.00000	0	46	0	13	$26,412	No	$140,131	Yes	M	z_High School	Clerical	43	Commercial	$10,060	1	Pickup	yes	$8,636	3	No	5	7	Highly Urban/ Urban
2516	0	0.00000	0	57	0	12	$47,248	No		Yes	M	Bachelors	Manager	32	Commercial	$27,690	4	Panel Truck	no	$4,179	2	No	4	10	Highly Urban/ Urban
2517	0	0.00000	0	49	0	0		No	$0	Yes	z_F	<High School	Student	26	Private	$13,640	3	z_SUV	no	$0	0	No	0	5	z_Highly Rural/ Rural
2519	0	0.00000	0	53	0	12	$74,061	No	$272,686	Yes	M	Bachelors	Manager	70	Private	$13,430	9	Minivan	no	$0	0	No	0	11	Highly Urban/ Urban
2520	1	5027.00000	0	37	2	14	$83,419	No	$297,024	Yes	z_F	z_High School	z_Blue Collar	33	Commercial	$9,840	10	Sports Car	no	$3,771	3	No	3	1	Highly Urban/ Urban
2522	0	0.00000	0	47	0	10	$129,926	No	$0	z_No	M	Masters	Professional	62	Private	$15,650	4	Minivan	yes	$6,527	3	No	1	9	Highly Urban/ Urban
2523	0	0.00000	0	40	0	14	$96,462	No	$262,391	z_No	M	Bachelors	z_Blue Collar	20	Private	$15,150	4	Minivan	yes	$0	0	No	0	12	Highly Urban/ Urban
2524	0	0.00000	0	45	0	10	$63,457	No	$209,490	Yes	M	Bachelors	Professional	33	Commercial	$28,770	1	Panel Truck	no	$4,845	2	No	5	8	Highly Urban/ Urban
2525	0	0.00000	0	58	0	7	$65,923	No	$238,115	Yes	M	Bachelors	Manager	30	Commercial	$29,800	1	Panel Truck	yes	$3,886	2	No	2	8	Highly Urban/ Urban
2526	0	0.00000	0	48	0	14	$29,295	No	$147,113	Yes	M	z_High School	Clerical	28	Private	$9,230	4	Pickup	yes	$0	0	No	6	1	z_Highly Rural/ Rural
2527	0	0.00000	0	46	0	NA	$60,213	No	$216,721	Yes	M	z_High School	Professional	29	Private	$22,630	1	Minivan	yes	$0	0	No	2	7	Highly Urban/ Urban
2528	0	0.00000	0	32	0	9	$36,763	No	$175,960	Yes	M	<High School	z_Blue Collar	12	Private	$6,550	7	Pickup	yes	$7,475	1	No	4	5	Highly Urban/ Urban
2529	0	0.00000	0	54	0	12	$93,400	No	$317,614	Yes	M	z_High School	z_Blue Collar	26	Commercial	$16,240	6	Van	yes	$9,866	1	No	0	1	Highly Urban/ Urban
2531	0	0.00000	0	48	0	12		No	$140,348	Yes	z_F	Bachelors	z_Blue Collar	34	Private	$11,020	1	z_SUV	no	$8,727	1	No	5	10	Highly Urban/ Urban
2532	0	0.00000	0	39	0	9	$103,073	No	$257,576	z_No	z_F	Bachelors	Manager	29	Private	$28,750	1	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
2533	1	3673.65686	0	42	1	12	$80,130	No	$231,747	Yes	M	z_High School	z_Blue Collar	6	Commercial	$5,700	4	Minivan	yes	$34,020	1	Yes	9	1	Highly Urban/ Urban
2534	0	0.00000	0	53	0	7	$10,232	No	$129,979	Yes	z_F	Masters	Home Maker	33	Private	$24,470	16	Minivan	no	$5,458	2	No	3	18	Highly Urban/ Urban
2535	0	0.00000	0	39	0	11	$67,011	No	$0	z_No	z_F	<High School	z_Blue Collar	39	Commercial	$25,740	1	Van	no	$10,535	1	No	4	1	Highly Urban/ Urban
2536	0	0.00000	0	44	0	0	$0	No	$83,523	z_No	z_F	z_High School	Home Maker	72	Private	$20,230	1	Minivan	no	$0	0	No	0	8	z_Highly Rural/ Rural
2537	0	0.00000	0	56	2	NA	$99,186	No	$336,691	Yes	M	Bachelors	Manager	35	Commercial	$16,820	3	Van	yes	$0	0	No	1	9	Highly Urban/ Urban
2538	0	0.00000	0	49	0	11	$165,193	No	$0	z_No	z_F	Masters		29	Commercial	$27,170	1	Pickup	no	$0	0	Yes	0	17	Highly Urban/ Urban
2539	0	0.00000	0	43	2	12	$10,859	No	$117,283	Yes	z_F	<High School	Home Maker	45	Commercial	$19,150	6	Van	no	$0	0	No	3	4	z_Highly Rural/ Rural
2540	1	3180.00000	0	46	0	11	$98,572	No	$0	z_No	M	Bachelors	z_Blue Collar	27	Commercial	$17,020	1	Van	no	$4,538	2	No	7	10	Highly Urban/ Urban
2541	1	3439.00000	1	37	2	13	$80,183	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	22	Commercial	$15,500	4	Minivan	no	$8,385	1	No	7	12	Highly Urban/ Urban
2542	0	0.00000	0	33	3	11	$27,939	Yes	$0	z_No	z_F	z_High School	Clerical	18	Private	$4,290	10	Sports Car	no	$0	0	No	0	6	z_Highly Rural/ Rural
2544	1	5430.00000	0	22	0	0	$0	No	$0	z_No	M	<High School	Student	22	Private	$3,700	3	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
2546	0	0.00000	0	55	0	7	$24,785	No	$160,333	Yes	z_F	Bachelors	Home Maker	63	Private	$9,480	1	Sports Car	no	$3,587	3	No	0	9	Highly Urban/ Urban
2547	1	3736.00000	0	60	0	0	$0	No	$108,148	Yes	z_F	<High School	Student	30	Private	$7,500	4	z_SUV	no	$8,739	1	No	4	1	Highly Urban/ Urban
2548	0	0.00000	1	36	2	14	$20,926	No	$122,046	Yes	M	z_High School	Clerical	23	Private	$9,000	6	Pickup	no	$37,689	1	Yes	7	1	Highly Urban/ Urban
2549	0	0.00000	0	60	0	12	$89,504	No	$239,965	z_No	z_F	Masters	Lawyer	50	Private	$10,450	6	z_SUV	no	$893	2	No	5	19	Highly Urban/ Urban
2550	0	0.00000	0	53	0	13	$34,455	No	$0	z_No	M	PhD	Manager	62	Commercial	$28,170	11	Panel Truck	no	$0	0	No	1	15	Highly Urban/ Urban
2551	0	0.00000	1	45	2	7	$26,681	Yes	$166,588	z_No	z_F	Bachelors	Professional	10	Private	$14,560	1	z_SUV	no	$0	0	No	3	13	z_Highly Rural/ Rural
2552	0	0.00000	1	43	1	7	$57,170	No	$198,402	Yes	z_F	<High School	z_Blue Collar	41	Private	$26,320	9	Minivan	no	$25,804	2	No	0	1	Highly Urban/ Urban
2553	0	0.00000	0	43	0	7	$89,955	No	$309,466	Yes	z_F	PhD	Lawyer	43	Private	$26,740	1	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
2554	1	3140.00000	0	49	0	10	$43,676	No		z_No	z_F	z_High School	z_Blue Collar	22	Commercial	$10,770	4	z_SUV	no	$9,230	1	No	3	7	Highly Urban/ Urban
2555	1	4482.00000	0	36	2	10	$27,370	Yes	$0	z_No	M	z_High School	z_Blue Collar	25	Commercial	$13,670	4	Minivan	no	$4,318	1	No	3	7	Highly Urban/ Urban
2556	0	0.00000	0	50	0	14	$63,166	No	$201,839	Yes	z_F	z_High School	Professional	26	Private	$12,990	4	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
2557	1	4278.00000	0	64	0	14	$45,110	No	$178,514	Yes	M	Bachelors	z_Blue Collar	22	Commercial	$14,860	1	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
2558	0	0.00000	0	56	2	10	$47,562	No	$169,576	Yes	z_F	z_High School	z_Blue Collar	16	Commercial	$21,880	1	Pickup	no	$9,894	1	No	2	7	Highly Urban/ Urban
2559	1	5576.00000	3	41	3	10	$43,488	Yes	$0	z_No	z_F	<High School	z_Blue Collar	48	Private	$9,950	11	z_SUV	no	$0	0	No	4	1	Highly Urban/ Urban
2560	0	0.00000	0	42	0	10	$14,356	No	$112,218	Yes	z_F	z_High School	Home Maker	25	Private	$11,310	4	z_SUV	no	$0	0	No	4	NA	Highly Urban/ Urban
2562	0	0.00000	0	60	0	0	$0	No	$146,261	Yes	z_F	Bachelors	Home Maker	45	Private	$23,800	3	Sports Car	no	$6,223	1	No	5	12	Highly Urban/ Urban
2563	0	0.00000	0	45	0	8	$62,991	No	$234,990	Yes	z_F	Bachelors	Manager	30	Private	$12,300	6	z_SUV	no	$3,078	1	No	1	7	Highly Urban/ Urban
2564	0	0.00000	1	53	1	11	$63,593	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	39	Commercial	$23,410	13	Pickup	no	$0	0	No	0	10	z_Highly Rural/ Rural
2565	0	0.00000	0	51	0	13	$81,987	No	$258,282	z_No	M	z_High School	z_Blue Collar	36	Private	$14,800	9	Minivan	no	$0	0	No	0	8	z_Highly Rural/ Rural
2567	0	0.00000	0	53	0	13	$50,516	No	$218,287	Yes	z_F	z_High School	Manager	5	Private	$11,850	1	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
2568	0	0.00000	0	55	0	14	$74,441	No	$226,180	Yes	z_F	Masters	Professional	18	Private	$16,050	1	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
2569	0	0.00000	0	52	0	8	$130,393	No	$363,470	Yes	M	Masters	Manager	34	Private	$22,360	1	Minivan	yes	$0	0	No	1	11	Highly Urban/ Urban
2570	0	0.00000	0	45	3	NA	$191,579	No	$449,329	Yes	M	PhD	Professional	8	Private	$6,200	1	Sports Car	no	$0	0	Yes	3	13	Highly Urban/ Urban
2571	0	0.00000	0	41	0	14	$99,403	No	$247,297	z_No	z_F	Bachelors	Professional	36	Private	$16,520	1	z_SUV	no	$0	0	No	1	1	z_Highly Rural/ Rural
2573	0	0.00000	0	36	0	12	$107,845	No	$322,073	Yes	z_F	Masters	Lawyer	27	Private	$15,880	4	z_SUV	no	$0	0	No	0	15	Highly Urban/ Urban
2574	1	5692.00000	0	32	1	11	$6,622	No	$0	Yes	z_F	z_High School	Student	22	Private	$1,500	6	Sports Car	no	$0	0	No	0	7	Highly Urban/ Urban
2575	0	0.00000	0	65	2	10	$29,603	No	$159,862	Yes	M	z_High School	z_Blue Collar	26	Commercial	$10,960	9	z_SUV	no	$5,088	3	No	3	1	Highly Urban/ Urban
2576	0	0.00000	0	43	0	13	$43,900	No	$184,254	Yes	M	z_High School	Clerical	11	Private	$19,760	1	Van	yes	$6,024	1	No	5	8	Highly Urban/ Urban
2579	0	0.00000	0	41	0	8	$169,599	No	$0	z_No	M	Masters		31	Commercial	$27,680	4	Panel Truck	yes	$3,196	3	No	6	20	Highly Urban/ Urban
2583	0	0.00000	0	35	0	NA	$76,219	No	$262,755	Yes	z_F	Bachelors	Professional	13	Private	$9,120	1	z_SUV	no	$0	0	No	2	7	z_Highly Rural/ Rural
2585	0	0.00000	0	43	2	14	$75,423	Yes	$0	z_No	M	PhD		28	Commercial	$36,290	13	Panel Truck	yes	$9,568	3	No	2	11	Highly Urban/ Urban
2586	0	0.00000	0	41	2	9	$139,860	Yes	$321,852	z_No	z_F	PhD		33	Commercial	$33,210	10	Van	no	$6,449	1	No	3	11	Highly Urban/ Urban
2587	0	0.00000	0	56	0	13	$104,468	No	$313,603	Yes	M	Bachelors	Professional	49	Commercial	$27,950	1	Panel Truck	yes	$0	0	No	3	11	Highly Urban/ Urban
2588	0	0.00000	0	37	0	12	$112,814	No	$361,722	Yes	M	Masters	Manager	52	Commercial	$25,630	4	Panel Truck	yes	$0	0	No	2	17	Highly Urban/ Urban
2589	0	0.00000	0	40	1	14	$84,157	No	$269,578	Yes	M	Bachelors	Professional	49	Commercial	$38,320	4	Panel Truck	no	$3,442	1	No	2	1	Highly Urban/ Urban
2591	0	0.00000	2	45	3	15	$23,000	No	$167,879	Yes	M	<High School	Clerical	19	Private	$10,680	6	Pickup	no	$0	0	No	0	8	z_Highly Rural/ Rural
2592	0	0.00000	0	57	0	15	$171,913	No	$468,103	Yes	M	PhD		67	Commercial	$37,960	10	Panel Truck	no	$36,540	3	No	4	11	Highly Urban/ Urban
2593	1	6316.00000	0	64	0	NA	$40,188	No	$203,994	Yes	M	Bachelors	z_Blue Collar	65	Commercial	$7,900	1	z_SUV	yes	$10,942	2	Yes	0	11	Highly Urban/ Urban
2594	0	0.00000	0	36	2	14	$118,551	No	$378,545	Yes	z_F	Masters	Professional	28	Private	$21,450	11	Pickup	no	$3,502	4	No	0	NA	Highly Urban/ Urban
2595	1	3124.00000	0	50	0	14	$27,783	No	$0	z_No	M	<High School	z_Blue Collar	41	Commercial	$6,500	1	Pickup	yes	$8,506	1	No	1	1	Highly Urban/ Urban
2596	0	0.00000	0	38	0	14	$17,724	No	$147,657	Yes	M	z_High School	Clerical	31	Private	$12,270	10	Minivan	no	$0	0	No	0	6	z_Highly Rural/ Rural
2597	0	0.00000	0	28	1	9	$20,852	No	$123,109	Yes	z_F	z_High School	Home Maker	5	Private	$20,960	1	Minivan	no	$20,581	1	Yes	3	1	Highly Urban/ Urban
2599	0	0.00000	0	57	0	14	$60,599	No	$214,459	Yes	z_F	Masters	Lawyer	50	Private	$16,550	4	z_SUV	no	$19,751	2	Yes	0	12	Highly Urban/ Urban
2600	0	0.00000	0	58	0	15	$102,092	No	$270,868	Yes	z_F	Masters	Lawyer	16	Private	$17,510	6	Minivan	no	$0	0	No	4	13	Highly Urban/ Urban
2601	0	0.00000	0	49	0	13	$147,455	No	$394,201	z_No	M	PhD	Manager	53	Commercial	$23,230	6	Panel Truck	no	$0	0	No	0	22	Highly Urban/ Urban
2603	1	1187.00000	1	41	1	10	$96,166	No	$241,382	Yes	z_F	Masters	Lawyer	29	Private	$15,220	1	z_SUV	no	$0	0	Yes	1	8	Highly Urban/ Urban
2604	0	0.00000	0	49	0	15	$7,077	No	$0	Yes	z_F	z_High School	Student	35	Private	$9,700	17	Sports Car	no	$0	0	No	0	11	Highly Urban/ Urban
2606	1	294.68102	0	56	0	9	$47,847	No	$178,445	Yes	z_F	Bachelors	z_Blue Collar	49	Commercial	$11,880	1	Sports Car	no	$0	0	No	4	12	Highly Urban/ Urban
2607	1	1283.00000	0	45	1	10	$102,765	Yes	$0	z_No	z_F	Masters	Lawyer	43	Private	$19,680	6	Minivan	no	$0	0	No	0	17	Highly Urban/ Urban
2608	1	4550.00000	0	31	1	11	$38,453	Yes	$163,602	z_No	z_F	z_High School	z_Blue Collar	9	Commercial	$17,360	6	Pickup	no	$8,153	1	No	8	1	Highly Urban/ Urban
2609	0	0.00000	0	46	0	8	$196,756	No	$502,867	Yes	z_F	PhD		12	Commercial	$25,780	1	Pickup	no	$1,815	2	No	3	13	Highly Urban/ Urban
2610	0	0.00000	0	57	0	13	$81,022	No	$259,579	Yes	z_F	z_High School	Professional	35	Private	$31,280	1	Pickup	no	$0	0	Yes	1	9	Highly Urban/ Urban
2611	1	3149.00000	0	53	0	0		No	$0	z_No	z_F	Masters	Home Maker	48	Commercial	$41,470	11	Panel Truck	no	$1,797	3	No	4	13	Highly Urban/ Urban
2612	0	0.00000	0	55	0	13	$44,967	No	$205,531	Yes	M	z_High School	Clerical	30	Private	$6,000	1	Minivan	yes	$0	0	No	0	9	Highly Urban/ Urban
2613	0	0.00000	3	39	3	NA	$30,728	No	$174,194	Yes	z_F	Bachelors	Clerical	6	Private	$27,250	6	Minivan	no	$1,400	2	No	1	11	z_Highly Rural/ Rural
2614	0	0.00000	0	44	0	13	$169,602	No	$0	z_No	z_F	PhD	Doctor	37	Private	$28,650	10	Van	no	$4,069	1	No	7	16	Highly Urban/ Urban
2615	0	0.00000	0	48	0	14	$100,709	No	$0	z_No	z_F	PhD	Manager	12	Private	$16,370	1	z_SUV	no	$0	0	Yes	1	1	Highly Urban/ Urban
2617	0	0.00000	0	27	4	10	$38,951	No	$184,377	Yes	z_F	z_High School	Clerical	18	Private	$9,780	6	Sports Car	no	$0	0	No	2	7	Highly Urban/ Urban
2620	1	4849.22968	0	48	0	11	$66,817	No	$218,953	Yes	M	z_High School	Professional	31	Private	$14,690	1	Minivan	yes	$0	0	No	0	NA	Highly Urban/ Urban
2621	1	7084.00000	0	42	0	11	$50,009	No	$0	z_No	M	Masters		64	Commercial	$17,000	1	Van	no	$0	0	No	3	14	Highly Urban/ Urban
2622	0	0.00000	0	55	0	12	$37,537	No	$158,064	Yes	z_F	Bachelors	z_Blue Collar	30	Commercial	$10,750	6	z_SUV	no	$2,595	2	No	1	11	Highly Urban/ Urban
2623	0	0.00000	0	30	1	7		Yes	$0	z_No	z_F	z_High School	Home Maker	5	Private	$13,180	3	z_SUV	no	$0	0	No	0	6	Highly Urban/ Urban
2625	1	1131.34744	0	52	0	12	$37,388	No	$0	z_No	M	<High School	z_Blue Collar	26	Commercial	$7,310	4	Pickup	yes	$19,685	3	Yes	4	1	Highly Urban/ Urban
2626	0	0.00000	2	41	2	10	$62,840	No	$220,786	Yes	z_F	PhD		52	Commercial	$35,960	13	Van	no	$0	0	No	3	12	Highly Urban/ Urban
2627	0	0.00000	0	42	1	13	$122,085	No	$351,792	Yes	z_F	Masters	Lawyer	33	Private	$18,450	6	z_SUV	no	$0	0	No	0	15	Highly Urban/ Urban
2628	0	0.00000	0	32	4	16	$25,749	No	$128,717	Yes	z_F	z_High School	Clerical	33	Private	$4,700	7	Sports Car	no	$8,864	1	No	2	1	Highly Urban/ Urban
2629	0	0.00000	0	27	2	15	$53,458	No	$211,386	Yes	M	Bachelors	Manager	26	Private	$21,600	10	Van	yes	$47,389	2	No	6	7	Highly Urban/ Urban
2630	1	4361.00000	0	45	0	10	$61,696	No	$207,862	Yes	M	Bachelors	Professional	43	Private	$18,090	4	Van	yes	$0	0	Yes	1	12	Highly Urban/ Urban
2631	1	596.00000	0	38	0	9	$70,851	No	$205,840	Yes	M	z_High School	Clerical	48	Private	$20,330	6	Van	no	$0	0	No	0	1	Highly Urban/ Urban
2633	0	0.00000	0	34	1	10	$54,853	No	$0	Yes	z_F	Bachelors	Student	44	Private	$18,480	4	z_SUV	no	$31,830	2	Yes	2	1	Highly Urban/ Urban
2634	0	0.00000	0	46	0	9	$95,662	No	$254,898	Yes	M	PhD		21	Commercial	$25,490	1	Panel Truck	no	$4,796	3	No	5	10	Highly Urban/ Urban
2635	0	0.00000	1	39	1	13	$55,220	No	$127,926	Yes	z_F	Bachelors	Clerical	66	Private	$10,920	1	z_SUV	no	$0	0	No	2	10	z_Highly Rural/ Rural
2636	0	0.00000	2	39	2	14	$75,946	No	$229,313	Yes	M	Bachelors	z_Blue Collar	19	Commercial	$20,090	1	Van	yes	$4,017	2	No	6	11	Highly Urban/ Urban
2637	0	0.00000	0	36	2	0	$0	No	$66,630	Yes	z_F	Masters	Home Maker	32	Private	$5,100	4	Sports Car	no	$0	0	No	3	9	Highly Urban/ Urban
2638	0	0.00000	0	51	0	10	$59,486	No		Yes	z_F	z_High School	z_Blue Collar	13	Commercial	$15,990	6	z_SUV	no	$20,084	2	Yes	4	11	Highly Urban/ Urban
2639	0	0.00000	0	41	0	6		No		z_No	M	PhD	Manager	40	Private	$16,500	13	Minivan	yes	$0	0	No	0	13	Highly Urban/ Urban
2641	1	4446.00000	0	27	1	12	$22,252	Yes	$0	z_No	z_F	<High School	z_Blue Collar	33	Private	$14,070	1	z_SUV	no	$0	0	No	1	7	Highly Urban/ Urban
2642	0	0.00000	1	36	3	8	$26,981	No	$122,302	Yes	z_F	z_High School	Clerical	7	Private	$14,410	4	Pickup	no	$0	0	No	0	7	Highly Urban/ Urban
2643	1	2115.00000	0	48	0	9	$118,277	No	$0	z_No	M	Masters		36	Commercial	$17,680	15	Van	yes	$7,274	3	No	1	18	Highly Urban/ Urban
2644	0	0.00000	2	40	2	11	$93,310	No	$265,298	Yes	z_F	Bachelors	z_Blue Collar	48	Commercial	$10,830	1	Pickup	no	$45,879	2	No	4	8	Highly Urban/ Urban
2645	1	3007.00000	0	40	0	7	$30,631	No	$0	z_No	M	<High School	z_Blue Collar	50	Commercial	$11,510	4	Pickup	yes	$981	3	No	5	1	Highly Urban/ Urban
2647	0	0.00000	0	36	0	11	$127,079	No	$308,335	Yes	M	Masters		30	Commercial	$33,200	4	Panel Truck	no	$952	3	No	3	20	Highly Urban/ Urban
2648	1	3725.00000	0	51	0	8	$93,709	No	$0	z_No	M	Masters		22	Commercial	$20,770	6	Van	yes	$0	0	No	0	19	Highly Urban/ Urban
2649	0	0.00000	0	33	1	8	$74,409	No	$243,092	Yes	z_F	Masters	Lawyer	31	Private	$12,240	4	Minivan	no	$0	0	No	0	17	Highly Urban/ Urban
2650	0	0.00000	0	56	0	10	$63,141	No		Yes	M	Bachelors	Professional	51	Private	$1,500	7	Minivan	no	$725	4	No	0	12	Highly Urban/ Urban
2652	0	0.00000	0	39	0	13	$96,542	No	$0	z_No	M	Bachelors	z_Blue Collar	6	Commercial	$11,150	10	Minivan	no	$0	0	No	0	12	Highly Urban/ Urban
2653	0	0.00000	0	54	0	13	$76,049	No	$272,992	Yes	z_F	z_High School	z_Blue Collar	43	Commercial	$11,190	13	z_SUV	no	$0	0	No	0	4	Highly Urban/ Urban
2654	0	0.00000	0	35	1	NA	$78,163	No	$170,975	Yes	z_F	Bachelors	z_Blue Collar	9	Commercial	$19,020	4	Pickup	no	$0	0	No	0	10	z_Highly Rural/ Rural
2655	0	0.00000	0	57	0	13	$128,956	No	$0	z_No	M	Masters	Lawyer	22	Private	$20,100	9	Van	yes	$0	0	No	1	16	Highly Urban/ Urban
2656	0	0.00000	1	43	2	14	$12,259	Yes	$0	z_No	M	Bachelors	Student	29	Commercial	$4,250	7	Minivan	no	$0	0	No	0	9	z_Highly Rural/ Rural
2657	0	0.00000	0	41	0	13	$4,130	No	$102,229	Yes	z_F	Bachelors	Home Maker	51	Private	$1,500	4	Sports Car	no	$0	0	No	0	11	z_Highly Rural/ Rural
2658	0	0.00000	0	57	0	15	$98,323	No	$334,600	Yes	z_F	Bachelors	Manager	21	Private	$20,920	1	Minivan	no	$0	0	No	0	11	Highly Urban/ Urban
2659	0	0.00000	0	47	0	5	$88,285	No	$281,686	Yes	M	Bachelors	Professional	55	Private	$15,030	1	Minivan	no	$1,493	1	No	5	13	Highly Urban/ Urban
2662	0	0.00000	0	39	0	9	$85,600	No	$0	z_No	z_F	Masters	Professional	19	Private	$19,760	13	Minivan	no	$4,948	3	No	6	15	Highly Urban/ Urban
2663	0	0.00000	0	47	0	0	$0	No	$94,101	Yes	z_F	z_High School	Home Maker	27	Commercial	$17,840	6	Pickup	no	$0	0	No	1	1	z_Highly Rural/ Rural
2664	1	2551.23145	0	57	0	10	$28,617	No	$183,202	Yes	z_F	z_High School	Clerical	40	Private	$17,850	6	z_SUV	no	$8,579	2	No	5	7	Highly Urban/ Urban
2665	0	0.00000	0	45	0	0	$0	No	$0	z_No	z_F	Bachelors	Home Maker	9	Private	$6,000	13	z_SUV	no	$698	2	No	3	2	Highly Urban/ Urban
2666	1	1205.50322	0	38	1	12	$48,793	Yes	$0	z_No	M	z_High School	z_Blue Collar	34	Private	$4,900	4	Pickup	yes	$0	0	No	0	6	z_Highly Rural/ Rural
2667	0	0.00000	0	35	3	14	$45,684	Yes	$173,040	z_No	M	<High School	z_Blue Collar	30	Commercial	$24,110	9	Panel Truck	yes	$0	0	No	0	6	z_Highly Rural/ Rural
2669	0	0.00000	0	48	0	11	$131,063	No	$368,546	Yes	M	Bachelors	Professional	36	Private	$19,410	5	Van	yes	$0	0	No	0	7	Highly Urban/ Urban
2671	1	3748.00000	0	25	2	12	$26,906	Yes	$0	z_No	z_F	z_High School	Clerical	10	Private	$4,000	1	Sports Car	no	$23,451	2	Yes	8	8	Highly Urban/ Urban
2672	0	0.00000	0	53	0	13	$36,755	No	$0	z_No	z_F	Masters	Lawyer	49	Private	$10,480	16	z_SUV	no	$44,990	1	No	1	15	Highly Urban/ Urban
2673	0	0.00000	0	35	0	0	$0	No	$0	z_No	z_F	Bachelors	Student	8	Commercial	$6,330	4	z_SUV	no	$6,191	3	No	8	8	Highly Urban/ Urban
2674	0	0.00000	0	36	2	11	$33,294	Yes	$0	z_No	z_F	<High School	Clerical	26	Private	$10,070	1	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
2675	0	0.00000	1	39	2	12	$61,612	No	$219,629	Yes	z_F	z_High School	z_Blue Collar	32	Commercial	$24,780	4	Pickup	no	$0	0	No	0	1	z_Highly Rural/ Rural
2676	0	0.00000	0	49	0	NA	$24,289	No	$158,421	Yes	z_F	<High School	z_Blue Collar	36	Private	$8,830	3	z_SUV	no	$0	0	No	0	8	z_Highly Rural/ Rural
2677	0	0.00000	0	44	0	12	$220,722	No	$583,508	z_No	M	PhD	Lawyer	49	Private	$13,890	6	Minivan	yes	$0	0	No	0	17	z_Highly Rural/ Rural
2678	0	0.00000	0	50	0	6	$83,168	No	$324,893	Yes	z_F	Masters	Lawyer	29	Private	$16,490	1	Minivan	no	$2,740	1	No	1	NA	Highly Urban/ Urban
2679	0	0.00000	0	57	0	10	$297,435	No	$611,328	Yes	M	PhD		40	Commercial	$34,050	1	Panel Truck	yes	$6,581	2	No	5	10	Highly Urban/ Urban
2682	1	4519.00000	0	50	0	7	$72,306	No	$193,868	Yes	M	Masters	Lawyer	57	Private	$14,500	1	Minivan	yes	$9,583	1	No	0	12	Highly Urban/ Urban
2683	0	0.00000	0	57	0	15	$78,467	No	$0	z_No	z_F	PhD		45	Commercial	$42,690	6	Panel Truck	no	$3,891	4	No	7	14	Highly Urban/ Urban
2684	0	0.00000	0	49	0	11	$154,853	No	$0	z_No	z_F	PhD	Doctor	40	Private	$24,670	1	Pickup	no	$0	0	No	0	14	Highly Urban/ Urban
2685	0	0.00000	0	48	0	7	$78,931	No	$247,182	Yes	M	Masters	Lawyer	5	Private	$15,550	4	Minivan	yes	$0	0	No	0	18	z_Highly Rural/ Rural
2686	1	39728.79909	2	41	2	12	$64,957	No	$209,019	Yes	M	Masters		47	Commercial	$12,100	5	Pickup	no	$6,936	2	No	8	7	Highly Urban/ Urban
2687	1	18460.84596	0	52	0	0	$0	No	$0	z_No	z_F	PhD	Home Maker	41	Private	$6,400	1	Sports Car	no	$6,966	4	No	5	11	Highly Urban/ Urban
2688	1	1760.00000	1	36	1	8	$90,886	Yes	$0	z_No	z_F	Masters	Lawyer	46	Private	$30,790	1	Pickup	no	$11,692	1	No	1	17	Highly Urban/ Urban
2690	1	3993.00000	0	46	0	7	$71,869	No	$246,071	z_No	M	Masters	Professional	20	Commercial	$11,180	17	Pickup	no	$4,839	3	No	7	15	Highly Urban/ Urban
2691	0	0.00000	0	39	0	11	$101,105	No	$0	z_No	M	PhD	Doctor	42	Private	$28,800	6	Minivan	yes	$0	0	No	0	19	Highly Urban/ Urban
2692	0	0.00000	0	28	1	11		No	$209,361	Yes	z_F	Bachelors	z_Blue Collar	34	Commercial	$14,870	1	z_SUV	no	$0	0	No	1	12	z_Highly Rural/ Rural
2693	0	0.00000	0	47	0	14	$212,572	No	$525,908	Yes	M	Masters		18	Commercial	$30,670	6	Panel Truck	yes	$0	0	Yes	0	18	Highly Urban/ Urban
2697	0	0.00000	0	53	0	12	$27,337	No	$0	z_No	z_F	PhD	Home Maker	26	Private	$11,970	8	z_SUV	no	$0	0	No	3	13	z_Highly Rural/ Rural
2698	0	0.00000	0	51	0	15	$192,037	No	$469,315	Yes	M	PhD		32	Commercial	$22,170	10	Van	yes	$0	0	No	0	12	Highly Urban/ Urban
2699	1	2660.00000	0	43	2	16	$58,158	No	$203,678	Yes	M	z_High School	z_Blue Collar	24	Commercial	$16,400	6	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
2700	0	0.00000	0	49	0	14	$37,781	No	$167,789	Yes	M	z_High School	Professional	41	Private	$11,370	7	Pickup	yes	$0	0	No	0	6	Highly Urban/ Urban
2701	0	0.00000	0	51	0	14	$74,713	No	$0	z_No	z_F	z_High School	Professional	5	Private	$6,600	11	Sports Car	no	$0	0	No	0	12	z_Highly Rural/ Rural
2703	1	8641.30068	0	67	1	14		No	$219,318	Yes	z_F	z_High School	Professional	66	Private	$12,690	1	z_SUV	no	$21,525	2	Yes	3	1	Highly Urban/ Urban
2705	1	2091.00000	0	34	1	0	$0	Yes	$0	z_No	z_F	z_High School	Home Maker	22	Private	$10,510	4	z_SUV	no	$4,422	3	No	9	1	Highly Urban/ Urban
2706	0	0.00000	0	54	0	14	$38,768	No	$177,896	Yes	M	Bachelors	Clerical	28	Private	$1,500	1	Minivan	yes	$6,521	2	No	4	11	Highly Urban/ Urban
2707	0	0.00000	0	37	1	15	$7,575	No	$0	Yes	z_F	<High School	Student	59	Private	$6,580	3	Minivan	no	$0	0	No	0	7	z_Highly Rural/ Rural
2710	0	0.00000	0	42	0	10	$86,596	No	$251,362	Yes	M	Masters	Professional	32	Private	$7,570	9	Pickup	no	$0	0	No	0	16	Highly Urban/ Urban
2711	0	0.00000	0	33	1	13	$19,824	No	$94,883	Yes	z_F	z_High School	Clerical	53	Private	$4,990	6	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
2712	0	0.00000	0	50	0	13	$79,989	No	$247,773	Yes	z_F	Bachelors	Manager	29	Private	$25,380	13	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
2713	0	0.00000	0	43	0	11	$39,848	No	$136,304	z_No	z_F	Masters	Lawyer	45	Private	$5,800	9	z_SUV	no	$3,010	5	No	0	15	Highly Urban/ Urban
2715	0	0.00000	0	46	0	12	$21,525	No	$113,804	Yes	z_F	Bachelors	Home Maker	25	Private	$7,920	1	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
2717	0	0.00000	0	53	0	11	$32,196	No	$151,510	Yes	M	<High School	z_Blue Collar	11	Private	$11,310	3	Pickup	yes	$0	0	No	2	1	Highly Urban/ Urban
2718	0	0.00000	0	49	0	13	$15,492	No	$143,129	Yes	z_F	<High School	Clerical	39	Private	$18,950	7	Pickup	no	$0	0	No	2	8	Highly Urban/ Urban
2719	0	0.00000	0	34	3	11	$91,963	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	40	Commercial	$25,410	1	Minivan	no	$3,535	2	No	4	8	Highly Urban/ Urban
2720	0	0.00000	2	44	2	13	$74,943	No	$230,439	Yes	z_F	Masters	Professional	21	Private	$10,320	13	z_SUV	no	$0	0	No	0	14	z_Highly Rural/ Rural
2721	0	0.00000	0	51	0	6	$28,496	No	$147,825	z_No	z_F	Masters	Professional	26	Private	$17,930	8	Minivan	no	$0	0	No	0	NA	Highly Urban/ Urban
2722	1	3404.00000	0	41	0	11		No	$0	z_No	z_F	Bachelors	z_Blue Collar	49	Commercial	$13,070	6	Sports Car	no	$2,932	3	No	7	13	Highly Urban/ Urban
2724	0	0.00000	0	59	0	10	$52,356	No	$0	z_No	M	<High School	Clerical	84	Private	$6,740	6	Minivan	yes	$4,535	1	No	5	7	z_Highly Rural/ Rural
2726	0	0.00000	0	46	0	10		No	$195,459	z_No	M	Bachelors	Professional	28	Private	$12,600	6	Minivan	no	$0	0	No	2	7	Highly Urban/ Urban
2727	0	0.00000	0	47	0	16	$131,985	No	$385,981	Yes	z_F	Masters	Lawyer	21	Private	$19,400	1	Sports Car	no	$0	0	No	1	11	Highly Urban/ Urban
2728	1	4267.00000	0	44	0	NA	$0	No	$0	z_No	z_F	Masters	Home Maker	27	Private	$5,900	4	z_SUV	no	$0	0	No	2	11	Highly Urban/ Urban
2729	0	0.00000	0	49	0	13	$276,054	No	$0	z_No	M	Masters		61	Commercial	$34,070	7	Panel Truck	yes	$4,603	2	No	0	17	Highly Urban/ Urban
2730	1	8812.24263	0	37	0	10		No	$0	z_No	M	z_High School	z_Blue Collar	21	Commercial	$8,360	1	Pickup	yes	$17,775	2	Yes	0	11	Highly Urban/ Urban
2731	1	2635.00000	0	34	3	5	$42,025	No	$138,760	Yes	M	z_High School	z_Blue Collar	38	Commercial	$4,900	1	Pickup	no	$0	0	No	0	9	Highly Urban/ Urban
2732	0	0.00000	0	47	0	14	$179,696	No	$453,933	Yes	M	Masters	Professional	37	Commercial	$32,300	18	Panel Truck	yes	$0	0	No	0	7	Highly Urban/ Urban
2733	0	0.00000	1	49	1	14	$70,588	Yes	$0	z_No	z_F	Masters	Lawyer	19	Private	$13,460	11	Minivan	no	$7,079	3	No	2	17	Highly Urban/ Urban
2734	0	0.00000	0	34	3	14	$24,554	Yes	$105,171	z_No	z_F	<High School	Clerical	5	Private	$8,770	3	z_SUV	no	$3,691	3	No	0	1	Highly Urban/ Urban
2735	0	0.00000	0	43	2	16	$50,308	No	$187,532	Yes	M	Bachelors	Clerical	21	Private	$13,380	11	Minivan	yes	$0	0	No	0	9	Highly Urban/ Urban
2736	0	0.00000	0	58	0	10	$182,598	No	$460,349	Yes	z_F	PhD	Doctor	24	Private	$25,560	7	Minivan	no	$0	0	No	0	14	Highly Urban/ Urban
2737	0	0.00000	0	50	0	12	$727	No	$0	z_No	z_F	z_High School	Student	62	Commercial	$18,920	4	Minivan	no	$0	0	No	4	12	z_Highly Rural/ Rural
2739	0	0.00000	0	39	3	11	$49,423	Yes	$0	z_No	z_F	z_High School	Manager	53	Private	$10,340	1	Minivan	no	$0	0	No	0	12	Highly Urban/ Urban
2740	0	0.00000	0	40	1	13	$75,128	No	$171,886	Yes	M	Bachelors	Clerical	50	Private	$6,980	6	Pickup	no	$0	0	No	1	14	Highly Urban/ Urban
2741	1	1941.00000	1	37	2	13		Yes	$0	z_No	z_F	z_High School	z_Blue Collar	62	Commercial	$16,790	1	Minivan	no	$17,919	2	Yes	7	NA	Highly Urban/ Urban
2742	0	0.00000	0	52	0	14	$107,636	No	$327,629	Yes	z_F	Masters	Professional	68	Private	$16,820	1	z_SUV	no	$0	0	No	0	21	z_Highly Rural/ Rural
2743	1	3501.00000	0	46	0	12	$24,139	No	$0	z_No	M	<High School	Clerical	41	Commercial	$8,510	4	Pickup	no	$0	0	No	4	1	Highly Urban/ Urban
2744	0	0.00000	0	34	3	12	$4,362	Yes	$0	z_No	z_F	z_High School	Student	43	Commercial	$6,510	4	z_SUV	no	$7,693	2	No	2	1	Highly Urban/ Urban
2745	0	0.00000	0	51	0	13	$109,916	No	$328,686	Yes	M	Bachelors	Professional	31	Private	$6,600	6	Pickup	no	$0	0	No	0	15	Highly Urban/ Urban
2746	0	0.00000	0	53	0	15	$129,978	No	$332,538	Yes	z_F	Masters	Manager	63	Private	$25,350	1	Minivan	no	$25,777	4	Yes	1	10	Highly Urban/ Urban
2747	0	0.00000	0	47	0	13	$58,273	No	$238,850	Yes	z_F	Masters	Lawyer	33	Private	$12,030	6	z_SUV	no	$0	0	No	1	12	z_Highly Rural/ Rural
2748	0	0.00000	0	53	0	9	$29,429	No	$149,217	Yes	M	<High School	Clerical	33	Private	$12,770	4	Minivan	no	$0	0	No	3	5	z_Highly Rural/ Rural
2749	0	0.00000	0	42	0	11	$45,301	No	$188,757	Yes	z_F	Masters	Home Maker	42	Private	$22,010	1	Minivan	no	$0	0	No	3	15	z_Highly Rural/ Rural
2751	0	0.00000	1	36	1	13	$32,646	No	$173,200	Yes	z_F	z_High School	z_Blue Collar	18	Private	$11,460	4	z_SUV	no	$0	0	Yes	0	7	Highly Urban/ Urban
2752	1	4056.00000	0	39	0	7	$36,141	No	$0	z_No	M	z_High School	z_Blue Collar	27	Commercial	$15,820	1	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
2753	0	0.00000	0	50	0	0	$0	No	$75,386	Yes	M	PhD	Doctor	23	Private	$10,350	6	Minivan	yes	$8,023	2	No	4	22	Highly Urban/ Urban
2754	1	3846.00000	0	47	0	12	$40,363	No		z_No	M	z_High School	z_Blue Collar	36	Commercial	$11,120	1	Pickup	yes	$30,981	2	Yes	2	1	Highly Urban/ Urban
2755	0	0.00000	0	44	0	12	$115,636	No	$306,166	Yes	M	Bachelors	Manager	5	Commercial	$27,630	4	Panel Truck	no	$0	0	No	0	6	Highly Urban/ Urban
2757	1	6787.00000	0	38	0	15	$61,749	No	$138,681	Yes	M	Bachelors	Professional	21	Private	$16,800	6	Minivan	no	$1,191	3	No	2	NA	Highly Urban/ Urban
2759	1	4715.00000	0	48	0	13	$45,819	No	$161,549	Yes	M	z_High School	Manager	27	Private	$6,080	6	Pickup	no	$25,622	1	Yes	4	9	Highly Urban/ Urban
2760	1	810.00000	1	36	2	11	$33,274	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	46	Commercial	$16,780	6	Minivan	no	$3,997	3	Yes	7	1	Highly Urban/ Urban
2761	0	0.00000	0	38	0	10		No	$185,558	Yes	M	Masters	Lawyer	23	Private	$27,970	1	Minivan	no	$0	0	No	0	15	Highly Urban/ Urban
2762	1	3776.00000	0	58	0	9	$27,917	No	$171,659	Yes	M	z_High School	Clerical	52	Private	$20,410	1	Minivan	yes	$0	0	Yes	3	8	Highly Urban/ Urban
2763	0	0.00000	0	61	0	15	$43,251	No	$166,632	Yes	M	Masters	Lawyer	19	Private	$13,660	1	z_SUV	no	$0	0	No	0	19	Highly Urban/ Urban
2764	0	0.00000	0	42	0	10	$149,897	No	$0	z_No	z_F	PhD	Manager	34	Private	$13,910	6	Sports Car	no	$0	0	No	1	10	Highly Urban/ Urban
2765	1	2597.00000	0	39	1	0	$0	Yes	$0	z_No	z_F	Bachelors	Student	15	Private	$19,470	10	z_SUV	no	$0	0	No	2	8	z_Highly Rural/ Rural
2768	0	0.00000	0	46	0	10	$52,703	No	$221,964	Yes	M	z_High School	Professional	6	Private	$11,370	10	Pickup	no	$0	0	No	0	8	Highly Urban/ Urban
2769	0	0.00000	0	29	0	NA	$0	No	$83,783	Yes	M	<High School	Student	55	Private	$12,710	3	Minivan	yes	$24,718	2	No	0	5	Highly Urban/ Urban
2770	0	0.00000	0	43	2	14	$54,593	No	$221,267	Yes	z_F	Bachelors	Clerical	14	Private	$11,260	1	Sports Car	no	$1,449	2	No	4	11	Highly Urban/ Urban
2772	0	0.00000	0	42	0	10	$50,484	No	$177,222	z_No	z_F	Masters	Lawyer	24	Private	$23,760	1	Sports Car	no	$0	0	No	3	13	Highly Urban/ Urban
2773	0	0.00000	0	49	0	14	$65,786	No		z_No	z_F	Bachelors	z_Blue Collar	49	Private	$25,290	6	Pickup	no	$0	0	No	1	1	Highly Urban/ Urban
2774	0	0.00000	0	52	0	11	$36,700	No	$172,009	Yes	z_F	Masters	Lawyer	12	Private	$17,610	1	Minivan	no	$0	0	No	3	NA	Highly Urban/ Urban
2777	0	0.00000	0	55	0	12	$50,601	No	$0	z_No	z_F	<High School	z_Blue Collar	54	Private	$18,480	1	Sports Car	no	$36,661	2	Yes	5	5	Highly Urban/ Urban
2778	0	0.00000	0	44	0	11	$71,901	No		Yes	M	Bachelors	Professional	60	Private	$5,900	1	Pickup	yes	$0	0	No	2	11	Highly Urban/ Urban
2784	0	0.00000	1	63	2	17	$42,928	No	$203,946	Yes	M	Masters	Professional	31	Private	$22,480	6	Minivan	no	$32,671	2	No	6	15	Highly Urban/ Urban
2785	0	0.00000	2	45	2	8	$170,924	No	$411,363	Yes	M	PhD		29	Commercial	$24,520	13	Panel Truck	yes	$0	0	No	0	NA	Highly Urban/ Urban
2786	0	0.00000	0	36	0	9	$32,537	No	$173,072	Yes	z_F	z_High School	z_Blue Collar	37	Commercial	$8,990	6	z_SUV	no	$0	0	No	0	6	Highly Urban/ Urban
2787	1	5453.00000	1	49	1	12	$128,329	No	$380,183	Yes	z_F	Masters	Lawyer	44	Private	$23,000	1	Sports Car	no	$1,448	2	No	6	18	Highly Urban/ Urban
2788	1	3581.00000	0	26	4	NA	$2,226	No	$71,148	Yes	z_F	z_High School	Home Maker	51	Private	$1,720	1	z_SUV	no	$0	0	No	3	1	Highly Urban/ Urban
2789	0	0.00000	0	59	0	7	$94,973	No	$319,369	Yes	M	Bachelors	Manager	21	Private	$7,400	1	Pickup	yes	$0	0	No	0	11	Highly Urban/ Urban
2790	1	2843.00000	0	46	0	6	$51,624	No	$209,830	Yes	z_F	Masters	Home Maker	39	Private	$12,850	1	z_SUV	no	$5,863	3	No	4	21	Highly Urban/ Urban
2791	0	0.00000	0	49	0	8	$47,174	No	$223,083	Yes	z_F	Bachelors	Professional	22	Private	$14,380	6	z_SUV	no	$0	0	Yes	0	9	Highly Urban/ Urban
2792	0	0.00000	0	35	2	14	$82,478	No	$273,153	Yes	z_F	Bachelors	Manager	35	Private	$15,790	1	z_SUV	no	$0	0	No	0	11	Highly Urban/ Urban
2793	0	0.00000	0	46	0	12	$49,654	No	$0	z_No	z_F	z_High School	z_Blue Collar	7	Private	$24,220	1	z_SUV	no	$2,088	4	No	6	NA	Highly Urban/ Urban
2794	0	0.00000	0	42	0	10	$29,346	No	$141,995	Yes	M	z_High School	Clerical	36	Commercial	$7,930	6	Pickup	yes	$0	0	No	0	1	z_Highly Rural/ Rural
2795	1	9117.00000	0	27	1	11	$27,957	Yes	$0	z_No	M	z_High School	Clerical	28	Private	$3,770	1	Minivan	no	$5,581	3	No	2	10	z_Highly Rural/ Rural
2797	0	0.00000	1	40	1	9	$113,595	Yes	$338,139	z_No	M	Bachelors	Professional	35	Private	$15,380	4	Minivan	yes	$1,935	2	No	1	11	Highly Urban/ Urban
2799	0	0.00000	0	49	0	13	$93,885	No	$237,445	Yes	z_F	Bachelors	z_Blue Collar	26	Private	$17,380	1	Minivan	no	$0	0	No	1	12	Highly Urban/ Urban
2801	0	0.00000	0	34	0	NA	$7,581	No	$0	Yes	M	z_High School	Student	50	Private	$7,560	7	Pickup	yes	$0	0	No	4	6	Highly Urban/ Urban
2802	0	0.00000	1	39	1	10	$92,882	No	$250,484	Yes	M	Masters	Lawyer	33	Private	$14,690	9	Minivan	no	$0	0	No	0	9	z_Highly Rural/ Rural
2804	0	0.00000	0	59	0	11	$122,116	No	$329,256	Yes	M	Bachelors	Professional	42	Private	$19,610	11	Van	yes	$0	0	No	1	NA	z_Highly Rural/ Rural
2805	0	0.00000	0	48	0	11	$252,222	No	$0	z_No	z_F	PhD		44	Commercial	$38,550	1	Panel Truck	no	$6,194	3	No	0	11	Highly Urban/ Urban
2807	0	0.00000	0	43	0	9		No	$471,638	z_No	M	Masters		37	Commercial	$26,410	9	Panel Truck	yes	$0	0	No	0	14	Highly Urban/ Urban
2808	1	1379.00000	0	45	0	12	$16,082	No		Yes	M	<High School	Clerical	38	Commercial	$9,580	4	Pickup	yes	$4,253	1	No	0	1	Highly Urban/ Urban
2809	0	0.00000	0	52	0	12	$116,612	No	$327,211	Yes	z_F	Masters		57	Commercial	$18,360	1	Pickup	no	$11,754	1	No	4	NA	Highly Urban/ Urban
2810	0	0.00000	0	49	0	15	$40,599	No	$193,571	Yes	z_F	z_High School	z_Blue Collar	39	Commercial	$23,790	3	Sports Car	no	$4,397	1	No	6	5	Highly Urban/ Urban
2811	0	0.00000	0	49	0	11	$62,881	No	$0	z_No	M	Masters	Manager	36	Private	$6,400	9	Pickup	yes	$0	0	No	2	10	Highly Urban/ Urban
2812	0	0.00000	0	57	0	14	$57,298	No	$207,148	Yes	z_F	z_High School	Clerical	66	Private	$7,200	4	z_SUV	no	$0	0	Yes	0	1	z_Highly Rural/ Rural
2814	0	0.00000	0	39	3	15	$48,741	No	$158,683	Yes	M	Masters		31	Commercial	$25,460	1	Panel Truck	no	$1,814	2	No	1	21	Highly Urban/ Urban
2815	0	0.00000	0	32	1	5	$68,288	No	$256,646	Yes	z_F	PhD	Manager	25	Private	$5,790	1	Sports Car	no	$0	0	No	0	10	Highly Urban/ Urban
2816	0	0.00000	0	45	0	12	$20,850	No	$129,556	Yes	z_F	z_High School	Clerical	48	Commercial	$9,590	7	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
2817	1	5525.00000	0	41	0	11	$21,589	No	$134,865	z_No	z_F	<High School	Clerical	55	Private	$25,700	4	Minivan	no	$0	0	No	1	1	Highly Urban/ Urban
2819	0	0.00000	0	47	0	15	$71,775	No		Yes	z_F	PhD	Home Maker	38	Private	$8,680	4	Minivan	no	$0	0	No	0	9	Highly Urban/ Urban
2820	0	0.00000	0	36	0	7		No	$243,072	Yes	z_F	Masters	Professional	5	Private	$16,480	1	z_SUV	no	$0	0	No	0	14	z_Highly Rural/ Rural
2822	0	0.00000	0	33	1	10	$42,225	Yes	$161,986	z_No	z_F	z_High School	z_Blue Collar	42	Commercial	$16,320	6	Van	yes	$0	0	No	3	1	Highly Urban/ Urban
2823	1	5745.00000	0	41	0	8	$60,314	No		Yes	M	Bachelors	z_Blue Collar	9	Private	$9,350	1	Minivan	yes	$4,265	1	No	2	10	Highly Urban/ Urban
2824	0	0.00000	0	42	2	11	$80,054	Yes	$0	z_No	z_F	z_High School	Professional	5	Private	$37,120	1	Pickup	no	$0	0	No	0	10	z_Highly Rural/ Rural
2826	0	0.00000	0	39	2	10	$24,177	No	$152,551	Yes	M	z_High School	Clerical	47	Commercial	$20,570	9	Van	no	$0	0	No	0	1	z_Highly Rural/ Rural
2827	0	0.00000	0	33	3	13	$21,990	Yes	$144,045	z_No	M	z_High School	Clerical	24	Private	$13,900	3	Minivan	yes	$0	0	No	3	8	Highly Urban/ Urban
2828	0	0.00000	0	37	2	14	$63,770	No	$216,280	Yes	z_F	z_High School	z_Blue Collar	12	Commercial	$12,510	1	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
2831	0	0.00000	3	37	3	9	$6,857	Yes	$86,075	z_No	z_F	z_High School	Home Maker	35	Private	$6,480	4	z_SUV	no	$4,503	1	No	0	7	z_Highly Rural/ Rural
2832	0	0.00000	0	53	0	13	$76,129	No	$0	z_No	z_F	Masters	Professional	6	Private	$12,810	7	z_SUV	no	$0	0	No	1	12	Highly Urban/ Urban
2834	0	0.00000	2	43	2	13	$25,643	No	$125,466	Yes	M	z_High School	z_Blue Collar	30	Private	$12,930	4	Minivan	no	$4,094	1	No	5	1	Highly Urban/ Urban
2835	0	0.00000	0	39	3	13	$11,585	No	$0	Yes	z_F	z_High School	Student	54	Private	$11,620	13	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
2836	0	0.00000	0	44	0	12	$26,011	No	$87,994	Yes	M	<High School	Clerical	11	Commercial	$8,500	1	Pickup	yes	$0	0	No	1	1	Highly Urban/ Urban
2837	0	0.00000	0	62	0	NA	$0	No	$0	Yes	z_F	<High School	Student	39	Private	$12,820	10	Sports Car	no	$0	0	No	0	6	z_Highly Rural/ Rural
2838	0	0.00000	0	40	0	11	$159,373	No	$424,491	Yes	M	Masters	Manager	24	Private	$5,500	6	Pickup	yes	$0	0	Yes	2	1	Highly Urban/ Urban
2840	0	0.00000	0	48	0	13	$114,948	No	$353,367	Yes	z_F	PhD	Manager	5	Private	$18,370	17	Pickup	no	$0	0	No	0	17	Highly Urban/ Urban
2841	0	0.00000	0	32	1	11		Yes	$0	z_No	M	Masters	Professional	22	Private	$15,680	4	Minivan	yes	$0	0	No	1	11	Highly Urban/ Urban
2842	1	3161.00000	0	33	4	15	$37,793	Yes	$0	z_No	M	z_High School	z_Blue Collar	21	Commercial	$9,710	10	Pickup	yes	$0	0	No	2	13	Highly Urban/ Urban
2844	1	5013.00000	0	36	0	11	$34,329	No	$156,793	Yes	M	<High School	z_Blue Collar	56	Commercial	$8,530	9	Pickup	yes	$743	2	No	2	1	Highly Urban/ Urban
2845	0	0.00000	0	49	0	11	$1,545	No	$0	z_No	z_F	<High School	Student	54	Private	$6,550	6	z_SUV	no	$0	0	No	0	6	z_Highly Rural/ Rural
2849	1	2519.00000	0	39	0	12	$33,570	No	$189,197	z_No	M	Bachelors	Clerical	44	Private	$7,410	1	Pickup	no	$0	0	Yes	4	11	z_Highly Rural/ Rural
2850	1	5149.53823	1	37	2	8	$95,102	Yes		z_No	z_F	Masters	Professional	32	Private	$22,160	1	Pickup	no	$0	0	No	7	16	Highly Urban/ Urban
2851	0	0.00000	0	51	0	14	$47,936	No	$209,337	Yes	M	Bachelors	Clerical	41	Private	$11,390	10	Pickup	no	$0	0	No	0	10	z_Highly Rural/ Rural
2852	0	0.00000	0	59	0	15	$43,118	No	$173,745	Yes	z_F	z_High School	z_Blue Collar	22	Commercial	$30,660	6	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
2853	0	0.00000	1	42	1	10	$74,412	Yes	$0	z_No	z_F	Masters	Manager	26	Private	$16,250	7	z_SUV	no	$5,936	2	No	4	14	Highly Urban/ Urban
2854	0	0.00000	0	51	0	6		No	$235,901	Yes	z_F	Bachelors	Professional	45	Commercial	$21,390	6	Pickup	no	$1,744	2	No	6	11	Highly Urban/ Urban
2855	0	0.00000	0	31	1	13	$44,120	Yes	$0	z_No	M	z_High School	Professional	12	Commercial	$6,410	1	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
2857	1	10106.49119	0	54	0	14	$40,862	No	$0	z_No	z_F	Masters	Home Maker	48	Private	$20,400	7	z_SUV	no	$0	0	No	0	17	Highly Urban/ Urban
2858	0	0.00000	0	51	0	16		No	$170,380	Yes	M	z_High School	Clerical	51	Commercial	$23,520	11	Panel Truck	no	$0	0	No	2	NA	z_Highly Rural/ Rural
2859	1	5061.00000	0	57	0	14	$28,629	No	$191,973	Yes	z_F	Masters	Lawyer	59	Private	$10,060	6	z_SUV	no	$4,478	3	No	8	NA	Highly Urban/ Urban
2860	0	0.00000	0	44	2	10	$27,607	Yes	$0	z_No	z_F	z_High School	Clerical	48	Private	$12,750	14	Minivan	no	$0	0	No	2	6	z_Highly Rural/ Rural
2861	1	3207.00000	0	40	2	14	$50,401	Yes	$149,910	z_No	z_F	z_High School	Clerical	5	Private	$14,340	10	z_SUV	no	$7,986	2	No	4	7	Highly Urban/ Urban
2862	0	0.00000	0	16	1	0	$0	Yes	$0	z_No	z_F	<High School	Home Maker	54	Private	$12,940	1	Minivan	yes	$0	0	No	1	7	Highly Urban/ Urban
2864	1	2489.00000	0	52	0	11	$84,438	No	$0	z_No	z_F	Masters	Manager	65	Private	$16,940	1	Minivan	no	$0	0	No	1	17	Highly Urban/ Urban
2865	0	0.00000	0	36	3	11	$49,703	Yes	$253,132	z_No	M	Masters		37	Private	$6,470	17	Pickup	yes	$0	0	No	0	NA	Highly Urban/ Urban
2866	0	0.00000	0	37	0	12	$48,252	No	$167,093	Yes	M	Bachelors	Manager	36	Private	$16,170	1	Minivan	yes	$0	0	Yes	0	10	Highly Urban/ Urban
2868	0	0.00000	0	39	0	9	$35,366	No	$166,481	Yes	z_F	z_High School	Clerical	30	Private	$5,400	4	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
2870	0	0.00000	0	61	0	17	$201,627	No	$0	z_No	z_F	PhD	Doctor	26	Private	$42,770	6	Sports Car	no	$0	0	No	0	12	Highly Urban/ Urban
2871	0	0.00000	0	46	0	12	$12,603	No	$111,492	Yes	M	Masters		27	Commercial	$28,440	10	Panel Truck	no	$0	0	No	0	12	Highly Urban/ Urban
2872	1	2736.88728	0	40	0	12	$130,381	No	$324,844	Yes	M	Masters		20	Commercial	$5,500	3	Pickup	yes	$7,756	2	No	4	20	Highly Urban/ Urban
2876	0	0.00000	0	51	0	13	$58,874	No	$213,744	Yes	M	Bachelors	Professional	41	Commercial	$22,010	7	Van	no	$0	0	No	0	14	z_Highly Rural/ Rural
2877	0	0.00000	0	43	2	13	$118,983	No	$355,673	Yes	z_F	Bachelors	Professional	29	Private	$36,960	1	Sports Car	no	$50,347	2	Yes	4	11	Highly Urban/ Urban
2878	0	0.00000	0	34	3	NA	$102,480	No	$277,568	Yes	M	Masters	Professional	30	Private	$24,360	6	Minivan	no	$0	0	No	1	12	Highly Urban/ Urban
2879	0	0.00000	0	50	0	11	$60,895	No	$244,784	z_No	z_F	PhD	Professional	17	Private	$7,590	7	Sports Car	no	$2,005	1	No	6	14	Highly Urban/ Urban
2881	0	0.00000	0	49	0	15	$58,904	No	$255,755	z_No	M	Bachelors	Professional	39	Commercial	$25,890	1	Panel Truck	yes	$0	0	No	2	9	Highly Urban/ Urban
2882	0	0.00000	0	43	0	10	$174,555	No		Yes	z_F	PhD	Doctor	13	Private	$23,250	10	Minivan	no	$0	0	No	0	9	Highly Urban/ Urban
2883	1	5387.00000	0	41	0	0	$0	No	$83,235	Yes	z_F	Bachelors	Home Maker	40	Private	$5,600	1	z_SUV	no	$5,020	3	No	5	11	Highly Urban/ Urban
2884	0	0.00000	0	35	3	12	$16,920	No	$0	Yes	z_F	z_High School	Student	33	Private	$6,690	6	z_SUV	no	$45,332	3	No	5	6	Highly Urban/ Urban
2885	0	0.00000	0	46	0	12	$87,380	No	$249,873	z_No	z_F	Bachelors	Professional	56	Private	$1,500	6	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
2891	0	0.00000	0	36	2	9	$57,148	Yes	$0	z_No	z_F	Bachelors	Clerical	57	Private	$28,170	6	Sports Car	no	$0	0	No	2	10	Highly Urban/ Urban
2893	0	0.00000	0	51	0	13	$60,776	No	$266,370	Yes	M	Masters	Lawyer	25	Private	$16,640	11	Van	yes	$0	0	No	0	15	Highly Urban/ Urban
2894	0	0.00000	0	50	0	11	$53,567	No	$225,043	Yes	M	<High School	z_Blue Collar	15	Private	$11,860	6	Pickup	no	$4,098	1	No	0	8	Highly Urban/ Urban
2895	1	6855.00000	0	55	0	14	$17,049	No	$86,562	Yes	M	<High School	Clerical	28	Private	$8,740	10	Minivan	yes	$7,153	1	No	4	5	Highly Urban/ Urban
2896	0	0.00000	0	29	0	13	$170,162	No		z_No	z_F	PhD		5	Private	$25,870	6	z_SUV	no	$0	0	No	2	10	Highly Urban/ Urban
2897	0	0.00000	1	36	2	12	$15,358	No	$125,216	Yes	z_F	<High School	Clerical	16	Private	$24,480	6	Sports Car	no	$0	0	No	1	1	Highly Urban/ Urban
2898	0	0.00000	0	47	0	9	$61,365	No	$0	z_No	z_F	z_High School	z_Blue Collar	6	Commercial	$26,140	9	z_SUV	no	$0	0	No	3	1	Highly Urban/ Urban
2899	0	0.00000	0	52	0	13	$90,250	No	$313,721	z_No	M	Bachelors	Manager	44	Private	$15,730	1	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
2900	0	0.00000	0	46	0	7	$2,633	No	$89,590	Yes	z_F	Bachelors	Home Maker	45	Private	$12,720	4	z_SUV	no	$0	0	No	0	3	Highly Urban/ Urban
2903	0	0.00000	1	45	1	14	$118,731	No		Yes	z_F	Bachelors	Professional	60	Private	$8,820	4	z_SUV	no	$25,752	2	No	8	8	z_Highly Rural/ Rural
2904	0	0.00000	0	57	0	16	$70,532	No	$275,532	Yes	M	Bachelors	Professional	33	Private	$14,250	1	Minivan	no	$0	0	No	0	13	Highly Urban/ Urban
2906	1	4314.00000	0	63	0	19	$73,121	No	$259,648	Yes	M	Masters	Lawyer	14	Private	$20,840	13	z_SUV	no	$0	0	Yes	0	17	Highly Urban/ Urban
2907	1	5727.00000	0	42	0	10		No	$51,401	Yes	z_F	<High School	Home Maker	41	Private	$5,800	7	Sports Car	no	$8,834	1	No	1	9	Highly Urban/ Urban
2908	0	0.00000	0	66	0	13	$78,187	No	$285,421	Yes	z_F	Masters	Lawyer	45	Private	$14,200	4	Sports Car	no	$3,834	2	No	0	10	Highly Urban/ Urban
2909	0	0.00000	0	54	0	15	$92,261	No	$282,708	Yes	M	Bachelors	Professional	55	Private	$12,620	1	Minivan	yes	$0	0	No	1	8	Highly Urban/ Urban
2910	1	531.00000	0	52	0	15	$47,042	No	$191,400	z_No	M	z_High School	z_Blue Collar	15	Commercial	$18,070	6	Van	yes	$0	0	Yes	3	9	Highly Urban/ Urban
2911	0	0.00000	0	47	0	10	$68,244	No	$206,961	Yes	M	z_High School	z_Blue Collar	19	Commercial	$18,930	13	Van	no	$1,928	3	No	0	1	Highly Urban/ Urban
2912	1	23805.36724	0	42	2	13	$88,995	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	45	Private	$25,830	1	Sports Car	no	$31,687	2	Yes	2	10	Highly Urban/ Urban
2913	0	0.00000	0	50	0	6	$72,745	No	$0	z_No	M	z_High School	Manager	47	Private	$17,590	1	Van	no	$6,186	2	No	6	5	Highly Urban/ Urban
2914	0	0.00000	0	40	0	13	$72,242	No	$212,157	Yes	z_F	z_High School	Professional	14	Private	$17,580	1	z_SUV	no	$0	0	Yes	0	10	Highly Urban/ Urban
2915	1	2360.00000	1	43	1	10	$119,341	Yes	$338,327	z_No	z_F	PhD	Lawyer	35	Private	$1,500	1	z_SUV	no	$0	0	No	1	15	Highly Urban/ Urban
2916	0	0.00000	0	40	1	15	$79,991	No	$232,559	Yes	z_F	z_High School	z_Blue Collar	29	Commercial	$28,270	10	Van	no	$0	0	No	0	10	Highly Urban/ Urban
2918	1	6480.00000	0	37	0	0	$0	No	$90,224	Yes	M	z_High School	Student	29	Commercial	$29,330	1	Panel Truck	yes	$9,512	2	No	1	1	Highly Urban/ Urban
2919	0	0.00000	0	49	0	12	$137,420	No	$385,020	Yes	M	Masters	Professional	73	Private	$20,140	13	Van	yes	$0	0	No	0	13	Highly Urban/ Urban
2920	0	0.00000	0	44	0	13	$73,528	No	$240,210	Yes	M	Bachelors	Manager	43	Private	$13,250	4	Minivan	no	$0	0	Yes	0	11	Highly Urban/ Urban
2921	0	0.00000	0	45	0	11	$64,874	No	$167,556	Yes	M	Masters		5	Commercial	$21,160	6	Van	yes	$37,583	2	No	1	21	Highly Urban/ Urban
2923	0	0.00000	0	43	0	14	$30,708	No	$162,715	Yes	z_F	Bachelors	Clerical	41	Private	$18,550	4	Minivan	no	$1,042	1	No	0	9	Highly Urban/ Urban
2925	0	0.00000	0	51	0	14	$71,267	No	$251,915	Yes	M	Bachelors	z_Blue Collar	39	Commercial	$33,370	4	Panel Truck	no	$0	0	No	0	5	Highly Urban/ Urban
2926	0	0.00000	0	39	0	13	$10,315	No	$0	Yes	z_F	<High School	Student	33	Private	$16,570	10	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
2927	1	5021.00000	0	48	0	9	$56,910	No		z_No	z_F	Bachelors	Professional	36	Private	$9,430	6	z_SUV	no	$1,524	1	No	5	12	Highly Urban/ Urban
2928	0	0.00000	0	34	1	13	$69,318	No	$238,256	Yes	z_F	Bachelors	z_Blue Collar	36	Private	$17,700	11	z_SUV	no	$0	0	No	0	5	Highly Urban/ Urban
2929	0	0.00000	0	34	1	10	$71,328	Yes	$203,768	z_No	z_F	Bachelors	Manager	32	Private	$21,320	6	Minivan	yes	$0	0	No	0	15	Highly Urban/ Urban
2932	1	3857.00000	0	53	0	13	$140,694	No	$0	z_No	M	PhD		28	Commercial	$21,750	9	Van	yes	$0	0	No	0	17	Highly Urban/ Urban
2933	0	0.00000	0	53	0	9	$21,296	No	$154,214	Yes	M	z_High School	Home Maker	32	Private	$8,930	6	Pickup	no	$0	0	No	2	NA	z_Highly Rural/ Rural
2934	1	2729.00000	0	54	0	11	$127,589	No	$0	z_No	z_F	Masters	Lawyer	58	Private	$20,810	6	Minivan	no	$0	0	No	0	15	Highly Urban/ Urban
2935	0	0.00000	0	30	3	13	$6,719	No	$100,989	Yes	z_F	z_High School	Home Maker	25	Private	$5,170	13	Sports Car	no	$9,402	2	No	1	NA	Highly Urban/ Urban
2936	0	0.00000	0	51	0	13	$30,764	No	$175,919	Yes	z_F	Masters	Lawyer	24	Private	$8,430	6	z_SUV	no	$3,644	2	No	5	16	Highly Urban/ Urban
2937	1	1076.00000	1	39	3	0	$0	Yes	$0	z_No	z_F	Bachelors	Home Maker	39	Private	$6,580	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
2938	0	0.00000	0	58	0	11	$141,386	No	$0	z_No	M	PhD	Manager	51	Commercial	$23,530	1	Panel Truck	yes	$1,524	2	No	5	19	Highly Urban/ Urban
2939	0	0.00000	0	35	0	6		No	$152,065	Yes	z_F	z_High School	Clerical	41	Private	$11,290	1	z_SUV	no	$0	0	No	0	6	Highly Urban/ Urban
2940	1	3257.00000	0	46	0	9		No	$0	z_No	z_F	Masters	Lawyer	36	Private	$11,910	1	Sports Car	no	$9,868	1	No	0	18	Highly Urban/ Urban
2941	0	0.00000	0	35	0	8	$58,941	No	$190,840	Yes	z_F	z_High School	z_Blue Collar	61	Commercial	$13,510	6	z_SUV	no	$0	0	No	0	5	z_Highly Rural/ Rural
2942	1	6995.00000	1	42	2	12	$110,128	No	$282,423	Yes	M	Bachelors	Manager	33	Commercial	$37,670	1	Panel Truck	yes	$0	0	No	0	14	Highly Urban/ Urban
2943	0	0.00000	0	41	2	13	$153,270	No	$382,564	Yes	z_F	Bachelors	z_Blue Collar	12	Commercial	$20,930	6	Minivan	no	$0	0	Yes	0	6	Highly Urban/ Urban
2944	0	0.00000	0	52	0	6	$109,493	No	$279,275	Yes	z_F	Bachelors	Professional	26	Commercial	$27,790	11	Van	no	$0	0	No	0	14	Highly Urban/ Urban
2945	0	0.00000	0	34	1	5	$33,865	No	$131,342	Yes	M	z_High School	z_Blue Collar	17	Commercial	$16,350	6	Van	yes	$6,968	3	No	0	1	Highly Urban/ Urban
2947	1	8876.00000	3	39	3	14	$44,293	Yes	$228,387	z_No	z_F	Masters	Manager	37	Private	$9,830	1	Sports Car	no	$5,957	3	No	6	NA	Highly Urban/ Urban
2948	0	0.00000	0	37	0	0	$0	No		z_No	M	Bachelors	Student	10	Commercial	$13,090	4	Minivan	no	$0	0	No	0	11	z_Highly Rural/ Rural
2949	1	4896.00000	0	51	0	12	$101,859	No	$272,958	Yes	z_F	PhD	Professional	48	Private	$13,390	4	Sports Car	no	$0	0	Yes	0	17	z_Highly Rural/ Rural
2950	1	2517.00000	0	55	0	13	$33,519	No	$232,836	Yes	z_F	Bachelors	Clerical	61	Private	$14,760	1	z_SUV	no	$0	0	No	3	5	Highly Urban/ Urban
2951	1	2513.00000	3	42	3	12	$24,177	Yes	$118,852	z_No	z_F	<High School	Clerical	42	Private	$21,200	13	Minivan	no	$39,717	3	Yes	4	1	z_Highly Rural/ Rural
2952	0	0.00000	0	41	0	0	$0	No	$84,279	Yes	z_F	Bachelors	Student	55	Commercial	$5,600	1	Sports Car	no	$0	0	No	2	14	z_Highly Rural/ Rural
2953	0	0.00000	0	28	2	11	$75,089	Yes		z_No	M	Bachelors	Professional	18	Private	$22,420	7	Van	yes	$0	0	No	4	13	Highly Urban/ Urban
2954	0	0.00000	0	36	1	NA		No	$194,096	Yes	z_F	<High School	z_Blue Collar	50	Private	$14,730	6	z_SUV	no	$0	0	No	1	7	Highly Urban/ Urban
2956	0	0.00000	0	45	1	12	$128,654	No	$378,761	Yes	M	Masters	Lawyer	41	Private	$7,580	4	z_SUV	no	$0	0	No	2	14	Highly Urban/ Urban
2957	0	0.00000	0	53	0	12	$113,918	No	$0	z_No	M	Masters	Lawyer	37	Private	$6,800	1	Pickup	yes	$0	0	No	1	19	Highly Urban/ Urban
2958	1	4148.00000	0	36	3	16	$30,033	No	$107,743	Yes	z_F	z_High School	z_Blue Collar	32	Commercial	$16,310	10	z_SUV	no	$0	0	Yes	0	12	Highly Urban/ Urban
2959	0	0.00000	0	51	0	14	$101,534	No	$307,718	Yes	M	Masters	Professional	28	Private	$32,910	11	Minivan	yes	$20,587	3	No	0	19	Highly Urban/ Urban
2960	0	0.00000	1	37	1	0	$0	Yes	$0	z_No	z_F	z_High School	Student	59	Commercial	$16,590	1	z_SUV	no	$1,234	2	No	3	7	z_Highly Rural/ Rural
2961	0	0.00000	0	61	0	13	$42,089	No	$181,406	Yes	M	z_High School	z_Blue Collar	35	Commercial	$11,810	3	Sports Car	yes	$0	0	No	0	7	Highly Urban/ Urban
2963	1	1441.00000	0	55	0	11	$42,304	No	$0	z_No	M	Bachelors	Professional	24	Commercial	$31,210	6	Panel Truck	yes	$6,978	2	No	4	1	Highly Urban/ Urban
2966	0	0.00000	0	46	0	7	$165,373	No	$0	z_No	M	Masters		32	Commercial	$41,490	4	Panel Truck	yes	$0	0	No	0	20	Highly Urban/ Urban
2968	0	0.00000	0	55	0	NA	$73,246	No	$252,432	Yes	z_F	Masters	Manager	12	Private	$19,610	6	z_SUV	no	$0	0	No	2	14	Highly Urban/ Urban
2969	1	5211.00000	1	36	1	6	$40,570	No	$186,294	Yes	z_F	Bachelors	Professional	30	Private	$1,500	4	Sports Car	no	$25,188	2	Yes	2	1	Highly Urban/ Urban
2971	0	0.00000	2	41	3	15	$14,226	No	$0	Yes	M	z_High School	Student	37	Commercial	$7,020	10	Pickup	no	$5,239	3	No	2	14	Highly Urban/ Urban
2972	0	0.00000	0	55	0	4	$95,473	No	$0	z_No	z_F	Bachelors	Professional	22	Private	$35,340	7	Minivan	no	$0	0	No	0	10	z_Highly Rural/ Rural
2975	0	0.00000	0	48	0	12	$27,700	No	$117,400	Yes	z_F	z_High School	Clerical	35	Private	$15,070	7	z_SUV	no	$34,237	1	No	0	7	Highly Urban/ Urban
2979	1	7801.00000	0	42	1	10	$134,520	Yes	$342,728	z_No	M	Masters	Lawyer	36	Private	$5,700	1	Pickup	no	$2,308	1	No	2	12	Highly Urban/ Urban
2980	0	0.00000	1	38	4	16	$18,348	No	$92,593	Yes	z_F	<High School	z_Blue Collar	18	Private	$7,130	10	z_SUV	no	$0	0	No	3	1	z_Highly Rural/ Rural
2981	0	0.00000	0	56	0	0	$0	No	$118,581	Yes	z_F	Bachelors	Home Maker	60	Private	$20,680	1	z_SUV	no	$0	0	Yes	0	13	z_Highly Rural/ Rural
2982	0	0.00000	0	44	0	11	$41,390	No	$175,478	z_No	M	Bachelors	Manager	27	Private	$7,710	8	Pickup	yes	$3,173	3	No	0	11	Highly Urban/ Urban
2983	0	0.00000	0	56	2	11	$75,265	Yes	$212,010	z_No	M	z_High School	Manager	7	Private	$14,630	17	Minivan	yes	$0	0	No	1	10	Highly Urban/ Urban
2984	0	0.00000	0	34	2	11	$105,690	Yes	$0	z_No	M	Bachelors	z_Blue Collar	38	Commercial	$15,180	6	Minivan	yes	$46,746	4	Yes	4	9	Highly Urban/ Urban
2985	0	0.00000	0	37	2	0		No	$0	Yes	z_F	<High School	Home Maker	43	Private	$5,200	6	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
2987	1	4566.00000	0	16	0	NA	$49,522	No	$155,030	z_No	M	Bachelors	z_Blue Collar	24	Commercial	$14,980	4	Minivan	no	$0	0	No	0	NA	Highly Urban/ Urban
2990	1	8727.00000	0	48	0	10	$50,655	No		z_No	M	z_High School	z_Blue Collar	29	Commercial	$11,370	6	Pickup	yes	$21,229	2	Yes	3	8	Highly Urban/ Urban
2991	0	0.00000	0	47	0	10	$42,278	No	$126,429	Yes	M	PhD		25	Commercial	$18,570	6	Van	no	$36,646	2	No	0	16	Highly Urban/ Urban
2992	0	0.00000	0	40	0	10	$104,996	No	$0	z_No	M	Bachelors	Professional	5	Private	$16,000	17	Minivan	no	$45,838	2	Yes	7	6	Highly Urban/ Urban
2993	0	0.00000	0	48	0	12	$69,589	No	$195,516	Yes	M	PhD		39	Commercial	$37,500	7	Panel Truck	no	$0	0	No	1	17	Highly Urban/ Urban
2994	0	0.00000	0	35	2	15	$43,196	No	$166,154	Yes	z_F	Masters	Lawyer	22	Private	$16,430	3	Sports Car	no	$0	0	Yes	0	15	Highly Urban/ Urban
2996	1	3667.00000	0	49	0	9	$13,394	No	$0	z_No	M	<High School	Student	37	Commercial	$21,190	13	Van	yes	$3,653	3	No	0	5	Highly Urban/ Urban
2997	1	16677.67731	3	36	3	14	$102,147	No	$270,030	Yes	M	<High School	z_Blue Collar	28	Private	$15,310	4	Minivan	no	$6,455	1	No	2	7	Highly Urban/ Urban
2998	0	0.00000	0	59	0	6		No	$401,237	Yes	z_F	PhD	Manager	26	Commercial	$22,680	7	Pickup	no	$0	0	No	0	8	Highly Urban/ Urban
2999	1	5005.00000	0	43	0	9	$96,399	No	$285,628	Yes	z_F	PhD	Manager	51	Private	$14,920	1	z_SUV	no	$3,117	4	No	1	12	Highly Urban/ Urban
3000	0	0.00000	0	53	0	9	$203,641	No	$533,607	Yes	z_F	PhD	Manager	40	Commercial	$31,820	4	Panel Truck	no	$0	0	No	0	7	Highly Urban/ Urban
3001	1	3005.00000	0	31	0	8	$67,842	No	$0	z_No	M	Bachelors	z_Blue Collar	49	Commercial	$4,600	7	Pickup	yes	$0	0	Yes	0	1	Highly Urban/ Urban
3002	0	0.00000	0	55	0	12	$63,376	No	$225,111	Yes	z_F	Bachelors	z_Blue Collar	25	Commercial	$20,390	1	z_SUV	no	$0	0	No	0	14	z_Highly Rural/ Rural
3003	1	3456.00000	0	47	0	10	$64,777	No	$237,421	z_No	z_F	Masters		47	Commercial	$31,120	4	Van	no	$23,078	2	Yes	3	NA	Highly Urban/ Urban
3004	0	0.00000	0	48	0	13	$120,483	No	$358,643	Yes	M	Masters	Professional	60	Private	$14,110	7	Minivan	yes	$0	0	No	0	12	Highly Urban/ Urban
3006	0	0.00000	0	41	0	12	$225,311	No	$509,647	Yes	z_F	PhD		33	Commercial	$16,990	1	Pickup	no	$4,811	2	No	3	9	Highly Urban/ Urban
3007	0	0.00000	0	53	0	12	$142,751	No	$333,479	Yes	M	Masters		58	Commercial	$30,860	1	Panel Truck	yes	$3,191	3	No	1	17	Highly Urban/ Urban
3008	0	0.00000	0	53	0	12	$98,239	No	$293,964	Yes	M	Masters		51	Commercial	$34,040	12	Panel Truck	yes	$0	0	No	1	7	Highly Urban/ Urban
3009	1	6978.00000	2	45	3	12	$72,738	Yes	$0	z_No	z_F	Bachelors	Professional	52	Private	$15,420	1	z_SUV	no	$2,448	3	No	8	1	Highly Urban/ Urban
3010	1	4933.00000	0	47	0	13	$65,802	No	$262,566	Yes	z_F	z_High School	z_Blue Collar	31	Private	$6,200	1	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
3012	0	0.00000	1	55	1	11	$30,841	Yes	$148,864	z_No	M	z_High School	z_Blue Collar	42	Commercial	$8,310	14	Pickup	yes	$0	0	No	2	10	z_Highly Rural/ Rural
3014	1	2297.00000	0	38	0	8	$52,506	No	$210,236	Yes	z_F	z_High School	Professional	56	Commercial	$41,570	3	Panel Truck	no	$10,584	2	No	4	10	Highly Urban/ Urban
3015	0	0.00000	0	38	0	5	$29,879	No		z_No	z_F	z_High School	Clerical	29	Private	$15,590	1	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
3016	0	0.00000	0	34	2	10	$79,549	Yes	$232,259	z_No	z_F	Bachelors	Clerical	35	Private	$11,310	10	Minivan	no	$0	0	No	4	14	z_Highly Rural/ Rural
3017	0	0.00000	0	46	0	9	$74,181	No	$251,024	z_No	z_F	z_High School	Professional	33	Private	$24,340	7	Minivan	no	$0	0	No	3	6	z_Highly Rural/ Rural
3018	1	2665.00000	0	50	0	15	$43,543	No	$105,982	Yes	M	Bachelors	z_Blue Collar	49	Commercial	$15,890	4	Minivan	yes	$0	0	No	3	5	Highly Urban/ Urban
3020	0	0.00000	0	48	0	13	$29,626	No	$168,178	Yes	M	z_High School	Clerical	34	Commercial	$30,490	1	Panel Truck	yes	$42,332	4	Yes	3	11	Highly Urban/ Urban
3023	0	0.00000	0	58	0	13	$71,529	No	$0	z_No	M	PhD	Doctor	5	Private	$1,500	16	Minivan	no	$0	0	Yes	0	18	Highly Urban/ Urban
3024	0	0.00000	0	32	4	15	$14,937	No	$126,561	Yes	z_F	<High School	Clerical	40	Private	$6,190	6	z_SUV	no	$4,890	2	No	1	6	Highly Urban/ Urban
3025	1	502.00000	0	51	0	12	$16,052	No	$0	z_No	M	<High School	Clerical	43	Private	$6,600	4	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
3026	0	0.00000	0	35	0	9	$141,632	No	$0	z_No	M	Masters	Professional	36	Private	$2,950	6	Minivan	yes	$0	0	Yes	0	17	Highly Urban/ Urban
3027	0	0.00000	1	41	1	10	$55,867	No	$208,816	Yes	M	Bachelors	Clerical	20	Private	$11,190	7	Pickup	yes	$0	0	No	4	14	Highly Urban/ Urban
3028	0	0.00000	0	42	0	10	$50,644	No	$177,193	z_No	M	Masters	Professional	26	Commercial	$29,970	6	Panel Truck	yes	$4,016	3	No	3	17	Highly Urban/ Urban
3030	0	0.00000	0	49	0	9	$39,484	No	$216,908	Yes	z_F	Bachelors	Home Maker	23	Private	$12,660	9	z_SUV	no	$0	0	No	2	8	Highly Urban/ Urban
3031	0	0.00000	0	56	0	11	$64,124	No	$210,353	Yes	M	Masters	Manager	19	Commercial	$22,950	3	Panel Truck	yes	$4,232	3	No	0	17	Highly Urban/ Urban
3032	0	0.00000	0	81	2	23	$109,275	No	$381,377	Yes	M	Bachelors	Professional	39	Private	$22,030	7	Sports Car	yes	$4,773	2	No	0	6	Highly Urban/ Urban
3033	1	4234.00000	0	34	1	12	$91,832	No	$291,888	Yes	z_F	Bachelors	Manager	37	Commercial	$24,910	7	Pickup	no	$4,317	1	No	1	5	Highly Urban/ Urban
3034	0	0.00000	0	36	0	9	$134,361	No	$356,290	z_No	M	Bachelors	Professional	27	Commercial	$18,540	1	Van	no	$0	0	Yes	0	7	Highly Urban/ Urban
3035	0	0.00000	0	32	3	0	$0	Yes	$0	z_No	z_F	<High School	Student	31	Private	$10,740	10	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
3036	0	0.00000	0	37	0	9	$76,100	No	$204,139	Yes	M	z_High School	Manager	32	Private	$19,860	4	Van	yes	$0	0	Yes	0	5	Highly Urban/ Urban
3038	0	0.00000	1	44	1	NA	$49,810	No	$148,947	Yes	z_F	z_High School	Manager	27	Private	$11,740	7	z_SUV	no	$7,417	2	No	2	1	Highly Urban/ Urban
3039	1	9136.23122	0	50	0	14	$73,277	No	$205,265	z_No	z_F	z_High School	z_Blue Collar	41	Commercial	$7,230	6	z_SUV	no	$13,102	2	No	4	9	Highly Urban/ Urban
3040	0	0.00000	0	33	1	8	$53,598	Yes		z_No	z_F	z_High School	Manager	5	Private	$11,410	1	z_SUV	no	$9,867	4	No	1	1	Highly Urban/ Urban
3041	0	0.00000	0	43	0	9	$105,442	No		z_No	M	Masters	Lawyer	38	Private	$11,040	1	Minivan	yes	$0	0	No	0	11	Highly Urban/ Urban
3044	0	0.00000	0	37	0	9	$22,148	No		Yes	M	z_High School	Clerical	31	Private	$5,200	1	Minivan	yes	$3,904	2	No	4	8	z_Highly Rural/ Rural
3045	0	0.00000	0	44	0	2	$26,965	No	$201,108	Yes	M	<High School	Clerical	22	Private	$10,960	1	Pickup	yes	$10,494	1	No	4	NA	Highly Urban/ Urban
3046	0	0.00000	0	46	0	13	$66,326	No	$273,845	z_No	M	Masters	Professional	49	Private	$12,730	10	Minivan	yes	$0	0	No	0	NA	Highly Urban/ Urban
3047	1	2854.00000	0	51	0	0		No	$0	z_No	M	z_High School	Student	34	Commercial	$19,630	4	Van	yes	$6,061	2	No	7	1	Highly Urban/ Urban
3048	0	0.00000	0	45	1	7	$40,730	No	$220,167	Yes	M	<High School	Professional	45	Private	$1,500	10	Minivan	yes	$0	0	No	0	4	z_Highly Rural/ Rural
3051	0	0.00000	0	47	0	14	$72,853	No	$217,443	Yes	M	Masters		5	Commercial	$6,200	11	Pickup	no	$5,176	3	No	0	14	Highly Urban/ Urban
3052	0	0.00000	1	40	1	9	$126,679	No	$350,077	Yes	M	z_High School	z_Blue Collar	16	Commercial	$14,420	4	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
3054	0	0.00000	0	42	0	12	$90,409	No	$279,593	Yes	M	Masters	Lawyer	42	Private	$16,270	1	Van	yes	$3,791	3	No	3	11	Highly Urban/ Urban
3055	0	0.00000	0	45	0	12	$62,884	No		z_No	M	Masters	Lawyer	45	Private	$7,790	6	Pickup	no	$0	0	No	2	17	Highly Urban/ Urban
3056	0	0.00000	0	49	0	9	$94,062	No	$287,762	z_No	M	Bachelors	Manager	15	Private	$35,690	7	Minivan	yes	$0	0	No	0	11	Highly Urban/ Urban
3057	0	0.00000	0	35	3	12	$81,125	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	35	Commercial	$25,900	6	z_SUV	no	$0	0	No	1	1	z_Highly Rural/ Rural
3059	1	3340.00000	3	41	3	13	$57,371	No	$153,181	Yes	z_F	z_High School	z_Blue Collar	69	Commercial	$28,600	1	Pickup	no	$1,858	4	No	3	7	Highly Urban/ Urban
3060	0	0.00000	0	56	0	12	$36,935	No	$195,331	z_No	M	<High School	z_Blue Collar	12	Commercial	$28,580	6	Panel Truck	no	$4,567	1	No	0	7	Highly Urban/ Urban
3061	0	0.00000	0	46	0	10	$35,564	No	$179,331	Yes	M	Bachelors	Home Maker	27	Private	$19,750	1	Minivan	yes	$0	0	No	1	7	z_Highly Rural/ Rural
3064	1	4926.00000	0	44	0	0	$0	No	$0	z_No	M	z_High School	Student	44	Commercial	$5,900	4	Pickup	yes	$33,385	2	Yes	0	NA	Highly Urban/ Urban
3066	1	3292.00000	1	41	1	10	$29,020	Yes	$0	z_No	z_F	z_High School	Manager	45	Commercial	$18,050	7	Pickup	no	$3,728	1	No	8	NA	Highly Urban/ Urban
3067	0	0.00000	1	42	2	5	$3,374	Yes	$0	z_No	z_F	<High School	Home Maker	74	Private	$21,660	10	Minivan	no	$7,313	2	No	4	1	z_Highly Rural/ Rural
3068	0	0.00000	0	31	4	15	$69,201	Yes	$224,997	z_No	M	z_High School	Professional	8	Commercial	$11,550	17	Pickup	yes	$6,997	1	No	2	1	Highly Urban/ Urban
3069	0	0.00000	1	37	2	12	$35,377	No	$170,101	Yes	z_F	z_High School	z_Blue Collar	47	Commercial	$9,990	3	Minivan	no	$0	0	No	0	7	Highly Urban/ Urban
3070	0	0.00000	0	41	0	6	$80,392	No	$0	z_No	z_F	PhD		40	Commercial	$24,670	10	Pickup	no	$0	0	Yes	4	14	Highly Urban/ Urban
3071	0	0.00000	0	42	2	11	$49,264	Yes	$198,207	z_No	z_F	z_High School	Clerical	5	Commercial	$37,750	7	Van	no	$0	0	No	0	1	Highly Urban/ Urban
3072	0	0.00000	0	34	1	12	$87,295	No	$264,318	Yes	M	z_High School	z_Blue Collar	46	Commercial	$32,190	3	Panel Truck	no	$0	0	No	2	1	Highly Urban/ Urban
3073	1	18323.28375	0	31	1	12	$22,654	Yes	$0	z_No	z_F	<High School	z_Blue Collar	38	Private	$23,250	1	Pickup	no	$0	0	No	2	6	Highly Urban/ Urban
3074	0	0.00000	0	40	0	14	$107,499	No	$281,873	Yes	M	Bachelors	Manager	19	Commercial	$17,470	9	Van	yes	$0	0	No	2	7	Highly Urban/ Urban
3075	1	978.35138	0	51	0	10	$65,678	No	$0	z_No	M	z_High School	Manager	57	Private	$6,600	6	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
3076	0	0.00000	0	34	4	0	$0	No	$89,983	Yes	z_F	<High School	Home Maker	17	Private	$20,990	7	z_SUV	no	$0	0	No	0	5	z_Highly Rural/ Rural
3077	0	0.00000	0	34	0	0	$0	No	$66,706	z_No	z_F	z_High School	Home Maker	25	Private	$19,800	4	Minivan	no	$0	0	No	0	9	z_Highly Rural/ Rural
3078	1	6780.00000	0	37	0	11	$40,868	No	$0	z_No	z_F	z_High School	Clerical	40	Private	$9,620	6	z_SUV	no	$7,414	1	No	1	8	Highly Urban/ Urban
3079	1	73783.46592	0	37	0	7	$61,790	No	$0	z_No	M	z_High School	z_Blue Collar	32	Commercial	$21,460	3	Van	no	$0	0	No	0	7	Highly Urban/ Urban
3081	0	0.00000	0	46	0	12	$108,636	No	$0	z_No	M	Masters	Manager	45	Commercial	$30,750	4	Panel Truck	no	$0	0	Yes	0	17	Highly Urban/ Urban
3082	1	3901.00000	0	48	0	15	$134,640	No	$0	z_No	z_F	Masters	Lawyer	38	Private	$10,000	4	z_SUV	no	$0	0	No	3	23	Highly Urban/ Urban
3083	0	0.00000	0	33	3	0	$0	Yes	$85,078	z_No	M	z_High School	Home Maker	6	Private	$18,390	6	Van	yes	$8,999	2	No	0	8	Highly Urban/ Urban
3084	0	0.00000	0	42	2	15	$51,409	No	$205,895	Yes	z_F	Masters	Lawyer	23	Private	$22,270	1	Minivan	no	$0	0	No	0	15	z_Highly Rural/ Rural
3085	0	0.00000	1	38	2	6	$21,073	Yes	$91,827	z_No	z_F	<High School	Clerical	34	Commercial	$17,570	1	Pickup	no	$4,657	1	No	0	1	Highly Urban/ Urban
3086	1	980.00000	0	30	2	0	$0	Yes	$0	z_No	z_F	z_High School	Student	55	Commercial	$4,500	1	z_SUV	no	$0	0	Yes	0	8	Highly Urban/ Urban
3087	0	0.00000	0	48	0	9	$2,229	No	$0	z_No	z_F	<High School	Student	21	Commercial	$21,930	1	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
3089	1	7385.00000	0	53	0	9	$48,780	No		z_No	z_F	Bachelors	z_Blue Collar	55	Commercial	$18,730	1	Pickup	no	$32,593	2	Yes	8	12	Highly Urban/ Urban
3090	0	0.00000	1	43	1	7	$57,170	No	$198,402	Yes	z_F	<High School	z_Blue Collar	41	Private	$11,520	1	z_SUV	no	$0	0	No	3	1	Highly Urban/ Urban
3091	0	0.00000	0	60	0	13	$99,441	No	$0	z_No	M	PhD		51	Commercial	$28,560	7	Panel Truck	yes	$0	0	No	0	13	Highly Urban/ Urban
3092	0	0.00000	0	41	0	10	$51,424	No		z_No	M	Bachelors	Professional	48	Private	$10,740	4	Minivan	yes	$519	4	No	2	1	Highly Urban/ Urban
3094	0	0.00000	2	40	2	12	$88,413	No	$246,706	Yes	z_F	z_High School	z_Blue Collar	26	Commercial	$15,410	7	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
3095	0	0.00000	1	57	3	15	$94,890	No	$267,064	Yes	z_F	Bachelors	Manager	17	Private	$18,170	8	z_SUV	no	$0	0	No	1	12	Highly Urban/ Urban
3097	1	5301.00000	1	38	2	13	$46,061	Yes	$0	z_No	z_F	Bachelors	Clerical	39	Private	$18,910	1	Minivan	no	$0	0	No	3	9	Highly Urban/ Urban
3098	0	0.00000	0	52	0	13	$31,742	No	$0	z_No	z_F	Masters		45	Commercial	$24,540	4	Pickup	no	$0	0	No	0	10	z_Highly Rural/ Rural
3099	0	0.00000	0	53	0	10	$142,206	No	$0	z_No	M	Bachelors	Professional	34	Private	$21,720	1	Van	no	$0	0	Yes	0	9	Highly Urban/ Urban
3100	0	0.00000	1	44	2	12	$79,076	No		Yes	z_F	Masters	Home Maker	26	Private	$16,150	6	Minivan	no	$0	0	No	0	14	Highly Urban/ Urban
3102	0	0.00000	0	26	2	11	$180,627	Yes	$0	z_No	M	Bachelors	z_Blue Collar	37	Commercial	$27,870	1	Panel Truck	yes	$0	0	No	0	10	z_Highly Rural/ Rural
3104	1	7136.00000	0	45	3	0	$0	No	$63,103	Yes	M	<High School	Student	23	Commercial	$7,640	1	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
3105	0	0.00000	0	54	0	16	$48,078	No	$274,259	Yes	z_F	Bachelors	Clerical	40	Private	$18,290	1	Sports Car	no	$0	0	No	1	8	Highly Urban/ Urban
3106	0	0.00000	1	41	1	13		No	$0	Yes	M	z_High School	Student	36	Private	$9,130	6	Pickup	yes	$0	0	No	0	9	z_Highly Rural/ Rural
3108	1	2574.00000	0	29	0	10	$74,202	No	$0	z_No	M	Bachelors	Clerical	41	Private	$19,300	4	Van	yes	$7,291	2	No	4	13	Highly Urban/ Urban
3110	0	0.00000	0	31	1	13	$40,851	Yes	$181,084	z_No	z_F	z_High School	z_Blue Collar	32	Commercial	$8,690	17	z_SUV	no	$1,570	2	No	3	1	z_Highly Rural/ Rural
3112	0	0.00000	0	43	0	11	$190,991	No		Yes	M	Masters	Manager	46	Private	$5,800	1	Pickup	no	$0	0	No	1	18	Highly Urban/ Urban
3114	1	4930.00000	1	42	1	10	$58,489	Yes	$0	z_No	z_F	Masters	Lawyer	9	Private	$11,550	6	z_SUV	no	$43,863	1	Yes	1	12	Highly Urban/ Urban
3115	0	0.00000	0	53	0	14	$138,550	No	$398,559	Yes	M	PhD	Doctor	24	Private	$20,660	9	Van	yes	$0	0	No	0	14	Highly Urban/ Urban
3117	0	0.00000	1	37	2	12	$15,035	No	$101,132	Yes	z_F	<High School	Clerical	21	Private	$10,340	4	z_SUV	no	$0	0	No	0	4	z_Highly Rural/ Rural
3118	1	1030.00000	0	53	0	12	$189,052	No	$0	z_No	M	PhD	Doctor	31	Private	$12,550	3	Minivan	yes	$2,045	4	No	0	1	Highly Urban/ Urban
3119	0	0.00000	0	52	0	11	$23,196	No	$137,379	Yes	z_F	z_High School	Clerical	68	Private	$15,820	13	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
3120	0	0.00000	0	38	0	6	$10,609	No		Yes	z_F	z_High School	Home Maker	22	Private	$25,040	4	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
3121	0	0.00000	0	49	0	15	$62,786	No	$221,669	Yes	M	z_High School	Manager	56	Private	$19,510	6	Van	yes	$49,613	1	Yes	4	5	Highly Urban/ Urban
3122	0	0.00000	0	27	1	10	$60,214	No	$174,522	Yes	z_F	Masters	Professional	20	Private	$13,330	1	z_SUV	no	$0	0	No	1	10	z_Highly Rural/ Rural
3123	0	0.00000	0	45	0	12	$78,103	No	$229,352	Yes	z_F	z_High School	z_Blue Collar	53	Private	$6,010	10	Sports Car	no	$0	0	No	0	6	Highly Urban/ Urban
3124	0	0.00000	0	51	0	8	$33,957	No	$166,754	Yes	M	Bachelors	Manager	36	Private	$14,910	1	Minivan	yes	$0	0	Yes	1	17	Highly Urban/ Urban
3125	1	8363.00000	0	33	1	10	$23,953	Yes	$0	z_No	z_F	z_High School	Clerical	39	Private	$10,650	8	z_SUV	no	$32,044	1	Yes	2	8	Highly Urban/ Urban
3126	0	0.00000	0	44	0	12	$92,898	No	$264,737	Yes	z_F	Masters	Lawyer	35	Private	$14,130	10	Sports Car	no	$0	0	No	1	9	Highly Urban/ Urban
3127	0	0.00000	0	45	2	15	$77,183	No	$262,380	Yes	z_F	Masters	Lawyer	34	Private	$17,440	6	z_SUV	no	$0	0	No	2	12	Highly Urban/ Urban
3128	0	0.00000	0	50	0	12	$67,782	No	$202,324	Yes	M	<High School	z_Blue Collar	44	Commercial	$19,390	17	Van	no	$0	0	No	4	6	z_Highly Rural/ Rural
3129	0	0.00000	0	46	0	12	$23,783	No	$0	z_No	z_F	z_High School	Clerical	40	Private	$11,010	1	z_SUV	no	$0	0	Yes	0	8	z_Highly Rural/ Rural
3130	0	0.00000	2	38	2	7	$34,984	No	$165,512	Yes	z_F	<High School	Clerical	32	Private	$22,400	7	z_SUV	no	$0	0	No	0	4	z_Highly Rural/ Rural
3131	0	0.00000	2	38	3	16	$30,433	No	$137,925	Yes	z_F	<High School	z_Blue Collar	21	Commercial	$12,560	10	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
3133	1	4979.00000	0	33	3	0	$0	No	$64,786	Yes	M	z_High School	Student	16	Commercial	$4,800	4	Pickup	no	$0	0	No	5	1	Highly Urban/ Urban
3134	0	0.00000	0	54	0	10	$136,962	No		z_No	M	Masters		30	Commercial	$28,300	7	Panel Truck	yes	$6,003	2	No	0	12	Highly Urban/ Urban
3135	0	0.00000	0	48	0	NA	$7	No	$0	z_No	z_F	z_High School	Student	21	Private	$6,550	4	Sports Car	no	$0	0	No	0	7	z_Highly Rural/ Rural
3136	0	0.00000	0	52	0	14	$106,218	No	$323,804	Yes	z_F	Masters	Lawyer	47	Private	$12,120	1	z_SUV	no	$0	0	No	0	12	Highly Urban/ Urban
3137	1	50817.95900	1	38	2	13	$39,005	Yes	$0	z_No	M	<High School	z_Blue Collar	45	Commercial	$9,200	4	Pickup	yes	$3,255	1	No	10	1	Highly Urban/ Urban
3138	0	0.00000	0	47	0	14		No	$119,578	Yes	z_F	<High School	Clerical	28	Private	$24,780	1	Minivan	no	$40,567	2	Yes	5	NA	Highly Urban/ Urban
3139	0	0.00000	0	48	0	10	$58,716	No	$0	z_No	M	Bachelors	z_Blue Collar	64	Commercial	$12,170	1	Minivan	yes	$0	0	No	0	11	z_Highly Rural/ Rural
3140	1	2877.00000	0	31	1	10	$16,715	Yes	$85,406	z_No	M	z_High School	Clerical	32	Commercial	$6,190	6	Pickup	no	$5,900	1	No	7	1	z_Highly Rural/ Rural
3142	1	5853.00000	0	38	2	14	$25,570	Yes	$0	z_No	z_F	z_High School	Clerical	49	Private	$13,200	7	z_SUV	no	$0	0	No	6	1	Highly Urban/ Urban
3143	1	6035.00000	0	57	0	11	$77,631	No	$0	z_No	z_F	z_High School	Manager	44	Private	$26,180	7	Pickup	no	$3,090	2	No	0	1	Highly Urban/ Urban
3144	0	0.00000	0	40	0	8	$86,091	No	$0	z_No	M	z_High School	z_Blue Collar	30	Commercial	$14,110	10	Minivan	no	$0	0	No	3	1	Highly Urban/ Urban
3145	1	6156.00000	0	40	0	11	$67,700	No	$0	z_No	z_F	z_High School	z_Blue Collar	16	Commercial	$12,270	10	z_SUV	no	$5,722	2	No	6	1	Highly Urban/ Urban
3146	0	0.00000	0	50	0	14	$112,658	No	$301,389	Yes	M	Masters		26	Commercial	$27,160	4	Panel Truck	yes	$0	0	No	2	17	Highly Urban/ Urban
3147	0	0.00000	0	43	0	10		No	$0	z_No	z_F	<High School	Clerical	50	Private	$17,640	4	z_SUV	no	$0	0	No	3	1	z_Highly Rural/ Rural
3148	0	0.00000	0	48	0	11	$36,225	No	$153,355	z_No	M	Masters	Manager	23	Private	$9,920	4	Minivan	no	$0	0	No	3	12	Highly Urban/ Urban
3149	1	5252.00000	0	34	4	NA	$113,522	Yes		z_No	M	Bachelors	z_Blue Collar	33	Commercial	$18,420	1	Van	no	$7,258	1	No	2	NA	Highly Urban/ Urban
3150	0	0.00000	0	54	0	7	$170,110	No	$438,186	z_No	M	PhD		42	Commercial	$25,040	6	Panel Truck	yes	$0	0	No	3	22	Highly Urban/ Urban
3151	0	0.00000	0	45	0	12	$54,667	No	$204,364	Yes	z_F	Masters	Lawyer	14	Private	$13,570	1	z_SUV	no	$0	0	No	3	13	z_Highly Rural/ Rural
3152	0	0.00000	0	33	3	14	$112,762	No	$274,953	Yes	z_F	z_High School	Clerical	29	Private	$33,490	12	Sports Car	no	$7,239	1	No	1	8	Highly Urban/ Urban
3155	0	0.00000	0	54	0	14	$97,382	No	$308,418	Yes	z_F	Bachelors	z_Blue Collar	48	Commercial	$23,510	9	Sports Car	no	$0	0	No	0	15	z_Highly Rural/ Rural
3156	0	0.00000	0	53	0	12	$45,432	No	$182,320	Yes	M	Bachelors	Clerical	39	Private	$8,020	13	Pickup	yes	$0	0	No	0	16	Highly Urban/ Urban
3157	0	0.00000	0	47	0	11	$42,303	No	$199,772	Yes	M	z_High School	z_Blue Collar	29	Commercial	$10,430	1	Minivan	yes	$0	0	Yes	0	1	Highly Urban/ Urban
3158	1	864.00000	0	43	0	8	$66,613	No	$197,000	Yes	M	Masters		40	Commercial	$5,800	5	Pickup	yes	$6,646	2	No	5	16	Highly Urban/ Urban
3159	0	0.00000	1	38	3	14	$48,021	Yes	$170,963	z_No	z_F	z_High School	Clerical	13	Private	$17,090	1	z_SUV	no	$0	0	No	2	1	Highly Urban/ Urban
3161	0	0.00000	0	57	0	15	$126,348	No	$368,289	Yes	M	Masters		36	Commercial	$29,650	13	Panel Truck	no	$6,142	1	No	2	17	Highly Urban/ Urban
3162	0	0.00000	0	46	0	15	$36,026	No	$190,921	Yes	z_F	Bachelors	Professional	26	Private	$9,700	10	z_SUV	no	$0	0	No	1	13	Highly Urban/ Urban
3163	1	22284.57261	0	33	3	0	$0	Yes	$0	z_No	z_F	<High School	Home Maker	19	Private	$15,990	1	Minivan	no	$0	0	No	2	6	Highly Urban/ Urban
3164	0	0.00000	0	50	0	8	$52,442	No	$210,062	z_No	M	Bachelors	Professional	55	Private	$19,900	4	Minivan	yes	$0	0	No	1	16	Highly Urban/ Urban
3165	0	0.00000	0	51	0	4	$40,481	No	$0	z_No	z_F	z_High School	Clerical	24	Private	$6,600	6	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
3166	1	2729.00000	0	22	1	0	$0	Yes	$53,636	z_No	z_F	z_High School	Home Maker	54	Private	$1,500	18	z_SUV	yes	$0	0	No	0	1	Highly Urban/ Urban
3168	0	0.00000	0	39	2	13	$26,840	Yes	$143,884	z_No	M	Masters		26	Commercial	$10,360	7	Pickup	no	$0	0	Yes	0	9	Highly Urban/ Urban
3169	0	0.00000	0	45	0	6	$9,159	No	$0	Yes	M	z_High School	Student	49	Commercial	$6,920	6	Minivan	yes	$0	0	No	0	6	z_Highly Rural/ Rural
3171	0	0.00000	0	48	0	2	$66,784	No	$234,860	Yes	z_F	Masters	Lawyer	15	Private	$14,150	6	Sports Car	no	$0	0	No	0	20	Highly Urban/ Urban
3172	0	0.00000	0	36	0	15	$61,462	No	$203,940	Yes	z_F	Bachelors	z_Blue Collar	23	Commercial	$21,100	1	z_SUV	no	$0	0	No	0	17	Highly Urban/ Urban
3175	1	1254.00000	0	33	2	11	$19,894	No	$156,233	Yes	z_F	z_High School	z_Blue Collar	52	Commercial	$6,790	10	Sports Car	no	$16,816	1	Yes	0	7	Highly Urban/ Urban
3176	0	0.00000	0	38	0	9	$23,864	No	$0	z_No	M	<High School	Clerical	43	Private	$15,240	13	Minivan	no	$0	0	No	2	1	z_Highly Rural/ Rural
3178	0	0.00000	0	48	0	13	$83,477	No	$275,854	Yes	M	Masters	Lawyer	53	Private	$12,050	10	Pickup	yes	$0	0	Yes	0	17	Highly Urban/ Urban
3180	1	6726.00000	1	43	2	11	$77,030	Yes	$233,339	z_No	M	PhD		5	Commercial	$22,230	4	Van	yes	$10,064	2	No	0	21	Highly Urban/ Urban
3181	1	32058.98986	0	52	0	8	$57,912	No	$236,693	Yes	z_F	Masters	Lawyer	78	Private	$14,350	6	z_SUV	no	$0	0	No	0	16	Highly Urban/ Urban
3182	0	0.00000	0	46	0	11	$104,206	No	$0	z_No	z_F	Masters	Lawyer	27	Private	$20,760	11	z_SUV	no	$0	0	No	4	22	Highly Urban/ Urban
3183	1	2381.61365	0	53	0	12	$25,698	No	$213,856	Yes	z_F	<High School	Clerical	25	Private	$9,370	4	z_SUV	no	$37,412	1	Yes	0	1	Highly Urban/ Urban
3185	0	0.00000	0	46	0	16	$35,231	No	$160,852	Yes	z_F	z_High School	Professional	34	Private	$5,020	4	z_SUV	no	$0	0	No	1	9	z_Highly Rural/ Rural
3186	0	0.00000	1	41	2	14	$53,358	Yes	$194,664	z_No	M	z_High School	z_Blue Collar	30	Commercial	$15,930	1	Minivan	no	$0	0	No	0	6	Highly Urban/ Urban
3187	0	0.00000	0	53	0	15	$74,295	No	$267,509	Yes	M	Bachelors	Manager	50	Private	$10,330	10	Pickup	yes	$6,550	4	No	2	9	Highly Urban/ Urban
3188	0	0.00000	0	54	0	11	$101,450	No	$0	z_No	z_F	Masters	Lawyer	25	Private	$17,050	13	z_SUV	no	$6,941	2	No	0	13	Highly Urban/ Urban
3189	1	3636.00000	0	36	0	13	$64,755	No	$244,414	Yes	M	<High School	z_Blue Collar	57	Commercial	$23,420	4	Panel Truck	no	$3,174	2	No	4	1	Highly Urban/ Urban
3191	0	0.00000	0	39	0	10	$92,139	No	$289,351	Yes	M	Bachelors	Manager	11	Commercial	$20,300	3	Van	yes	$0	0	No	0	14	Highly Urban/ Urban
3192	1	5963.00000	0	31	0	5	$14,195	No	$122,416	z_No	M	<High School	Clerical	34	Private	$5,480	18	Minivan	yes	$6,350	1	No	5	1	Highly Urban/ Urban
3194	1	41076.86967	0	50	0	9	$41,696	No	$210,765	z_No	z_F	Bachelors	Home Maker	23	Private	$24,920	1	z_SUV	no	$6,902	1	No	6	11	Highly Urban/ Urban
3195	1	4552.00000	0	31	1	0	$0	No	$0	Yes	M	<High School	Student	29	Private	$21,390	1	Van	yes	$0	0	No	0	1	Highly Urban/ Urban
3196	0	0.00000	0	53	0	11	$41,557	No	$182,863	Yes	z_F	z_High School	Clerical	7	Private	$24,970	10	Minivan	no	$0	0	No	0	6	Highly Urban/ Urban
3197	1	2545.00000	0	59	0	17	$85,596	No	$276,908	Yes	z_F	PhD	Doctor	53	Private	$15,960	1	z_SUV	no	$0	0	No	0	14	Highly Urban/ Urban
3198	0	0.00000	0	41	0	9	$37,196	No		z_No	M	Bachelors	Clerical	34	Private	$14,420	7	Minivan	yes	$7,869	4	No	3	11	Highly Urban/ Urban
3200	0	0.00000	0	47	0	10	$87,887	No	$0	z_No	z_F	Bachelors	Professional	23	Private	$6,200	4	Sports Car	no	$6,841	1	No	0	14	Highly Urban/ Urban
3204	1	4623.00000	0	50	0	13	$40,685	No	$220,806	Yes	z_F	z_High School	Clerical	65	Private	$15,360	6	z_SUV	no	$0	0	No	2	5	Highly Urban/ Urban
3205	0	0.00000	0	48	0	15	$38,939	No	$155,006	z_No	M	Bachelors	Professional	28	Commercial	$31,970	4	Panel Truck	no	$0	0	No	1	11	z_Highly Rural/ Rural
3207	0	0.00000	0	55	0	12	$63,376	No	$225,111	Yes	z_F	Bachelors	z_Blue Collar	25	Commercial	$25,450	13	Minivan	no	$0	0	No	0	14	z_Highly Rural/ Rural
3208	0	0.00000	0	43	3	15	$61,852	No	$176,219	Yes	z_F	z_High School	z_Blue Collar	30	Commercial	$1,500	6	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
3211	0	0.00000	0	44	3	15		No	$112,912	Yes	z_F	z_High School	Home Maker	34	Private	$8,700	1	Minivan	no	$5,944	2	No	0	1	Highly Urban/ Urban
3212	1	2037.00000	1	53	2	NA	$29,080	No	$143,650	Yes	M	<High School	Clerical	34	Private	$14,650	3	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
3213	0	0.00000	0	41	1	13	$65,185	No	$253,054	Yes	z_F	<High School	z_Blue Collar	12	Private	$17,220	10	Minivan	no	$28,753	1	No	2	6	Highly Urban/ Urban
3214	0	0.00000	1	36	3	11	$20,921	No	$124,116	Yes	M	z_High School	Clerical	71	Private	$25,280	11	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
3215	0	0.00000	1	62	3	16	$43,410	No	$186,429	Yes	M	Bachelors	z_Blue Collar	43	Commercial	$15,400	1	Minivan	yes	$10,086	3	No	0	14	Highly Urban/ Urban
3216	0	0.00000	1	45	2	15	$4,271	No		Yes	z_F	<High School	Home Maker	50	Private	$1,930	6	z_SUV	no	$0	0	No	0	8	z_Highly Rural/ Rural
3218	0	0.00000	0	45	0	12	$84,028	No	$223,747	z_No	M	Masters		50	Commercial	$23,280	6	Panel Truck	yes	$1,749	1	No	5	17	Highly Urban/ Urban
3219	0	0.00000	0	47	0	7	$123,715	No	$389,009	Yes	M	Masters	Lawyer	27	Private	$4,300	7	Minivan	no	$0	0	No	0	16	Highly Urban/ Urban
3221	0	0.00000	0	47	0	11	$30,960	No	$190,150	Yes	z_F	Bachelors	Manager	31	Private	$9,300	4	Sports Car	no	$0	0	No	0	4	Highly Urban/ Urban
3222	0	0.00000	0	31	3	11		Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	5	Commercial	$23,160	3	z_SUV	no	$2,985	3	No	4	12	Highly Urban/ Urban
3223	0	0.00000	0	45	0	4	$83,111	No	$237,263	z_No	M	Bachelors	Manager	31	Private	$23,790	1	Minivan	no	$7,017	1	No	5	7	Highly Urban/ Urban
3224	0	0.00000	0	37	0	12	$93,190	No	$288,129	Yes	M	Masters	Manager	34	Commercial	$31,180	6	Panel Truck	yes	$0	0	No	0	23	Highly Urban/ Urban
3225	0	0.00000	0	33	1	12	$36,354	No	$192,457	Yes	M	Bachelors	z_Blue Collar	26	Commercial	$18,730	13	Van	yes	$0	0	No	0	7	z_Highly Rural/ Rural
3226	0	0.00000	0	47	0	11	$68,061	No	$209,610	Yes	M	Bachelors	Professional	35	Commercial	$16,580	9	Van	yes	$8,085	4	No	6	13	Highly Urban/ Urban
3227	0	0.00000	0	38	3	0	$0	No	$0	Yes	z_F	<High School	Student	11	Private	$5,300	4	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
3229	1	6542.00000	0	46	0	12	$56,006	No	$190,938	Yes	M	Bachelors	Professional	52	Commercial	$11,700	6	Pickup	yes	$712	1	No	6	8	Highly Urban/ Urban
3230	1	3897.00000	2	38	3	14	$51,620	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	50	Commercial	$10,460	9	Minivan	no	$0	0	Yes	0	6	Highly Urban/ Urban
3231	1	6113.00000	0	55	0	13	$35,916	No	$151,830	Yes	z_F	Bachelors	z_Blue Collar	31	Commercial	$17,290	1	z_SUV	no	$46,761	1	Yes	6	5	Highly Urban/ Urban
3233	0	0.00000	1	38	3	6	$9,173	No	$118,100	Yes	M	<High School	Clerical	14	Private	$6,220	6	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
3234	0	0.00000	0	31	3	13	$71,738	No	$223,313	Yes	z_F	Bachelors	z_Blue Collar	93	Commercial	$5,750	1	Sports Car	no	$0	0	No	0	10	z_Highly Rural/ Rural
3235	1	4751.00000	0	48	0	3		No	$0	z_No	z_F	Masters	Lawyer	47	Private	$20,860	1	z_SUV	no	$6,038	1	No	8	12	Highly Urban/ Urban
3236	0	0.00000	0	30	1	11	$88,305	No	$278,236	Yes	z_F	Masters	Professional	5	Private	$19,710	3	z_SUV	no	$0	0	No	0	20	Highly Urban/ Urban
3237	0	0.00000	0	46	0	6	$90,232	No	$260,661	z_No	z_F	Bachelors	Professional	42	Private	$15,780	1	z_SUV	no	$0	0	No	1	14	Highly Urban/ Urban
3238	1	7311.00000	0	42	0	10	$101,636	No	$0	z_No	z_F	Masters		36	Commercial	$24,890	14	Pickup	no	$1,452	2	No	7	11	Highly Urban/ Urban
3240	1	5396.00000	0	36	3	14	$167,971	No	$441,721	Yes	M	Bachelors	Professional	33	Private	$5,100	6	Pickup	yes	$2,769	1	No	0	13	Highly Urban/ Urban
3241	0	0.00000	0	43	0	12	$61,949	No	$245,454	Yes	M	z_High School	z_Blue Collar	17	Private	$11,990	4	Minivan	no	$0	0	No	2	10	Highly Urban/ Urban
3242	0	0.00000	0	53	0	0	$0	No	$84,982	Yes	M	Masters	Professional	45	Private	$6,800	6	Minivan	no	$0	0	No	3	24	Highly Urban/ Urban
3244	1	4720.00000	0	41	0	9	$21,651	No	$142,293	z_No	z_F	<High School	Clerical	24	Commercial	$25,640	1	Pickup	no	$0	0	No	1	1	Highly Urban/ Urban
3247	0	0.00000	0	43	0	6	$70,352	No	$205,650	Yes	M	Bachelors	Professional	43	Private	$17,380	10	Van	yes	$0	0	No	0	NA	z_Highly Rural/ Rural
3248	0	0.00000	0	43	0	11	$24,382	No	$168,092	Yes	M	<High School	z_Blue Collar	31	Commercial	$8,240	1	Pickup	yes	$0	0	No	0	1	z_Highly Rural/ Rural
3249	0	0.00000	0	41	3	15		No	$177,209	Yes	z_F	z_High School	Professional	38	Private	$11,510	17	z_SUV	no	$7,383	1	No	2	6	Highly Urban/ Urban
3250	1	2601.00000	0	47	0	8		No	$186,797	Yes	z_F	z_High School	z_Blue Collar	17	Commercial	$18,400	9	z_SUV	no	$0	0	No	1	9	Highly Urban/ Urban
3252	0	0.00000	0	40	1	5	$89,348	No	$230,106	Yes	z_F	Masters	Professional	48	Private	$18,150	6	Pickup	no	$0	0	No	2	14	Highly Urban/ Urban
3254	0	0.00000	0	45	0	9	$26,237	No	$0	z_No	z_F	z_High School	Home Maker	26	Private	$29,420	6	Pickup	no	$0	0	No	2	1	Highly Urban/ Urban
3255	0	0.00000	0	39	0	9	$51,814	No	$0	z_No	z_F	Masters	Manager	28	Private	$15,170	10	Sports Car	no	$5,446	1	No	0	15	Highly Urban/ Urban
3256	1	19866.58589	0	52	0	12	$112,512	No	$0	z_No	M	PhD		33	Commercial	$37,550	3	Panel Truck	yes	$0	0	No	2	14	Highly Urban/ Urban
3258	1	3929.00000	2	44	2	7	$78,850	No	$294,899	Yes	M	Masters		40	Commercial	$24,730	4	Panel Truck	no	$0	0	No	0	12	Highly Urban/ Urban
3259	0	0.00000	0	57	0	13	$151,528	No	$0	z_No	M	PhD	Doctor	31	Private	$14,280	6	Minivan	yes	$29,378	2	No	0	9	Highly Urban/ Urban
3262	0	0.00000	0	40	0	2	$164,028	No	$0	z_No	M	Masters	Lawyer	5	Private	$14,800	1	Minivan	no	$0	0	No	0	10	Highly Urban/ Urban
3264	1	45338.48734	0	33	3	15	$39,662	No		Yes	z_F	z_High School	Clerical	27	Private	$11,470	3	z_SUV	no	$2,248	3	No	8	8	Highly Urban/ Urban
3265	0	0.00000	0	46	0	11	$82,398	No	$235,439	Yes	M	Bachelors	Manager	19	Private	$19,240	4	Van	no	$0	0	Yes	0	15	Highly Urban/ Urban
3266	1	4307.00000	0	32	1	11	$36,179	Yes	$106,892	z_No	z_F	<High School	Clerical	12	Private	$13,030	1	Sports Car	no	$0	0	No	0	6	z_Highly Rural/ Rural
3267	0	0.00000	2	36	2	12	$130,540	Yes	$344,195	z_No	z_F	Bachelors	z_Blue Collar	5	Commercial	$35,990	1	Van	no	$0	0	Yes	0	9	z_Highly Rural/ Rural
3268	0	0.00000	1	39	2	14	$24,546	No	$147,125	Yes	z_F	z_High School	z_Blue Collar	5	Commercial	$3,950	4	z_SUV	no	$4,227	2	No	0	10	Highly Urban/ Urban
3269	0	0.00000	0	53	0	NA		No	$203,230	z_No	M	<High School	z_Blue Collar	24	Commercial	$17,570	6	Minivan	yes	$6,616	2	No	7	NA	z_Highly Rural/ Rural
3270	0	0.00000	0	46	0	10	$123,289	No		Yes	M	PhD		24	Commercial	$18,430	5	Van	no	$0	0	No	0	12	Highly Urban/ Urban
3271	0	0.00000	0	63	0	12	$52,739	No	$265,690	Yes	M	Bachelors	Manager	36	Private	$13,670	9	z_SUV	yes	$2,085	3	No	0	1	Highly Urban/ Urban
3272	0	0.00000	0	47	0	13	$80,431	No	$243,919	Yes	M	Bachelors	Clerical	22	Commercial	$25,630	1	Panel Truck	yes	$0	0	No	0	13	z_Highly Rural/ Rural
3273	0	0.00000	0	43	1	8	$110,543	Yes	$330,562	z_No	z_F	Masters		48	Commercial	$14,110	9	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
3274	0	0.00000	0	46	0	14	$125,610	No	$329,203	Yes	M	Masters	Lawyer	27	Private	$18,660	3	Van	no	$0	0	Yes	2	13	Highly Urban/ Urban
3275	0	0.00000	0	55	0	13	$19,694	No	$162,610	Yes	z_F	Masters	Lawyer	60	Private	$8,970	4	z_SUV	no	$1,084	2	No	6	NA	Highly Urban/ Urban
3276	0	0.00000	1	45	2	12	$129,261	Yes	$325,139	z_No	z_F	Masters	Manager	52	Private	$20,530	6	z_SUV	no	$25,495	2	Yes	1	12	Highly Urban/ Urban
3277	1	4974.00000	2	45	3	7		No	$181,752	Yes	z_F	Bachelors	Student	38	Private	$19,360	7	Sports Car	no	$0	0	No	0	NA	Highly Urban/ Urban
3279	0	0.00000	0	55	0	2	$68,204	No	$226,828	Yes	z_F	Bachelors	z_Blue Collar	23	Commercial	$13,820	4	Minivan	no	$0	0	No	1	NA	z_Highly Rural/ Rural
3280	1	8697.27518	0	26	1	12	$35,262	Yes	$0	z_No	M	<High School	z_Blue Collar	25	Private	$15,110	3	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
3282	0	0.00000	0	38	0	8	$83,304	No	$234,493	Yes	z_F	Bachelors	Clerical	10	Private	$17,600	4	Pickup	no	$8,109	2	No	1	17	Highly Urban/ Urban
3284	0	0.00000	0	55	0	11	$133,318	No	$398,344	Yes	M	Masters	Lawyer	20	Private	$33,470	1	Minivan	no	$0	0	No	0	13	z_Highly Rural/ Rural
3285	0	0.00000	0	52	0	13	$43,393	No	$202,835	Yes	z_F	z_High School	Clerical	23	Private	$21,250	1	Minivan	no	$30,910	2	Yes	1	1	Highly Urban/ Urban
3286	0	0.00000	0	54	0	14	$48,952	No	$203,371	Yes	z_F	Bachelors	z_Blue Collar	21	Private	$25,010	1	Minivan	no	$0	0	No	0	8	Highly Urban/ Urban
3287	0	0.00000	0	44	0	12	$84,015	No	$0	z_No	M	z_High School	Manager	45	Private	$12,230	14	Minivan	no	$5,571	2	No	0	9	Highly Urban/ Urban
3288	0	0.00000	0	39	0	6	$33,893	No	$210,190	Yes	z_F	<High School	z_Blue Collar	39	Private	$10,650	1	z_SUV	no	$20,631	2	No	7	1	Highly Urban/ Urban
3289	0	0.00000	0	40	1	13	$12,570	No	$0	Yes	z_F	<High School	Student	20	Private	$12,710	1	z_SUV	no	$6,722	2	No	3	7	Highly Urban/ Urban
3291	0	0.00000	0	50	0	10	$68,801	No	$0	z_No	M	z_High School	Manager	27	Private	$19,710	7	Van	no	$0	0	No	0	1	Highly Urban/ Urban
3292	0	0.00000	0	55	0	8	$117,066	No	$316,356	Yes	M	PhD	Lawyer	48	Private	$13,210	7	Minivan	yes	$3,029	3	No	0	15	Highly Urban/ Urban
3293	0	0.00000	0	46	0	11	$28,063	No	$114,907	z_No	M	z_High School	Clerical	40	Private	$15,820	1	Minivan	no	$0	0	No	0	8	Highly Urban/ Urban
3294	1	5143.00000	1	40	2	11	$27,788	Yes	$136,672	z_No	M	z_High School	Clerical	60	Commercial	$9,390	17	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
3295	0	0.00000	1	45	2	14	$20,637	No	$0	Yes	M	z_High School	Student	44	Commercial	$8,060	1	Pickup	no	$0	0	Yes	0	1	Highly Urban/ Urban
3296	0	0.00000	1	39	3	12	$85,837	Yes	$241,913	z_No	M	Bachelors	Professional	43	Private	$14,460	7	Minivan	no	$6,055	3	No	3	11	z_Highly Rural/ Rural
3298	0	0.00000	0	53	0	17	$81,478	No	$0	z_No	M	Masters		24	Commercial	$9,650	4	Pickup	yes	$0	0	No	0	19	Highly Urban/ Urban
3299	1	2899.00000	0	36	0	10	$29,412	No	$149,177	Yes	M	z_High School	z_Blue Collar	45	Commercial	$23,210	4	Panel Truck	yes	$1,247	2	No	5	11	Highly Urban/ Urban
3300	0	0.00000	0	49	1	12	$98,175	No	$321,272	Yes	z_F	Masters	Lawyer	27	Private	$18,800	1	z_SUV	no	$0	0	No	6	15	Highly Urban/ Urban
3301	0	0.00000	0	45	0	13	$103,272	No	$318,758	Yes	z_F	Masters	Lawyer	37	Private	$16,330	6	Minivan	no	$633	1	No	0	16	Highly Urban/ Urban
3302	0	0.00000	0	45	1	NA	$17,167	No	$0	Yes	M	<High School	Student	22	Commercial	$30,400	1	Panel Truck	yes	$0	0	No	0	6	Highly Urban/ Urban
3303	0	0.00000	1	39	2	14	$45,261	Yes	$0	z_No	M	z_High School	z_Blue Collar	13	Private	$12,910	7	Minivan	no	$521	1	No	0	1	Highly Urban/ Urban
3306	1	2827.00000	1	38	2	0	$0	Yes	$0	z_No	z_F	z_High School	Home Maker	24	Private	$5,920	4	Sports Car	no	$0	0	No	3	6	Highly Urban/ Urban
3309	0	0.00000	0	47	0	6	$26,295	No	$111,145	Yes	z_F	z_High School	Home Maker	32	Private	$22,260	1	Minivan	no	$0	0	No	0	8	Highly Urban/ Urban
3310	0	0.00000	0	66	0	13	$75,778	No	$231,320	Yes	M	Bachelors	Professional	34	Private	$15,680	1	Sports Car	yes	$4,450	2	No	3	NA	Highly Urban/ Urban
3311	0	0.00000	0	44	2	16	$71,918	No	$244,929	Yes	z_F	Masters	Manager	16	Private	$11,470	4	z_SUV	no	$37,729	3	No	4	NA	Highly Urban/ Urban
3312	1	2424.00000	2	39	3	NA	$153,236	Yes	$0	z_No	z_F	Masters	Lawyer	27	Private	$5,400	10	z_SUV	no	$0	0	Yes	1	15	Highly Urban/ Urban
3315	0	0.00000	0	31	1	12	$92,817	Yes	$0	z_No	M	Masters	Manager	26	Private	$10,780	4	Pickup	yes	$0	0	No	0	18	Highly Urban/ Urban
3316	1	4729.00000	0	33	1	12	$40,990	No	$151,286	Yes	z_F	z_High School	z_Blue Collar	22	Commercial	$8,900	6	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
3318	1	5583.00000	0	35	2	12	$4,457	Yes	$0	z_No	M	z_High School	Student	18	Private	$1,500	4	Minivan	yes	$0	0	No	4	1	Highly Urban/ Urban
3319	0	0.00000	0	49	0	11	$45,962	No	$140,966	Yes	M	PhD	Lawyer	29	Private	$11,000	4	Pickup	yes	$0	0	No	3	22	Highly Urban/ Urban
3320	1	7293.00000	0	42	0	0	$0	No		z_No	z_F	z_High School	Home Maker	12	Private	$4,230	1	Sports Car	no	$0	0	No	1	7	Highly Urban/ Urban
3321	1	6284.00000	0	61	0	15	$52,894	No	$216,569	Yes	M	Bachelors	z_Blue Collar	37	Commercial	$11,250	6	z_SUV	no	$8,057	2	No	5	6	Highly Urban/ Urban
3322	0	0.00000	0	48	0	NA	$53,628	No	$166,295	Yes	M	z_High School	Manager	5	Commercial	$11,660	4	Pickup	no	$1,237	3	No	1	7	Highly Urban/ Urban
3323	1	2524.00000	2	43	3	16	$99,455	No	$268,736	Yes	M	Bachelors	Professional	45	Private	$15,750	11	Minivan	yes	$0	0	Yes	0	7	Highly Urban/ Urban
3324	0	0.00000	0	49	0	12	$195	No	$0	z_No	z_F	PhD	Home Maker	54	Private	$7,300	10	z_SUV	no	$0	0	No	1	16	z_Highly Rural/ Rural
3325	1	5388.00000	0	29	1	13	$25,294	Yes	$0	z_No	M	Bachelors	Clerical	31	Private	$6,930	3	Pickup	no	$9,282	2	No	1	10	Highly Urban/ Urban
3326	1	4364.00000	0	56	0	14	$35,735	No	$0	z_No	z_F	<High School	Clerical	21	Private	$13,760	6	z_SUV	no	$0	0	No	5	5	Highly Urban/ Urban
3327	0	0.00000	0	53	0	14	$55,770	No	$163,735	Yes	M	Masters	Lawyer	44	Private	$12,380	6	Minivan	yes	$0	0	No	0	12	Highly Urban/ Urban
3328	0	0.00000	0	51	0	12	$4,431	No	$0	Yes	z_F	z_High School	Student	48	Private	$27,390	1	Minivan	no	$0	0	No	0	14	z_Highly Rural/ Rural
3329	0	0.00000	0	45	1	14	$92,626	No	$252,585	Yes	M	Masters	Manager	35	Commercial	$31,340	17	Panel Truck	yes	$0	0	No	1	16	Highly Urban/ Urban
3330	0	0.00000	0	43	2	0	$0	No	$96,114	Yes	M	Bachelors	Home Maker	50	Private	$5,800	1	Pickup	no	$0	0	No	0	8	z_Highly Rural/ Rural
3331	0	0.00000	0	56	0	NA	$52,044	No	$0	z_No	M	Bachelors	z_Blue Collar	22	Private	$12,300	1	Minivan	no	$0	0	No	5	8	Highly Urban/ Urban
3332	1	5089.00000	0	58	2	0	$0	No	$0	Yes	z_F	z_High School	Student	40	Commercial	$1,500	11	z_SUV	no	$3,564	2	No	9	10	Highly Urban/ Urban
3333	0	0.00000	0	45	2	14	$36,630	No	$179,158	Yes	z_F	z_High School	Clerical	34	Private	$24,280	10	Minivan	no	$0	0	No	0	11	z_Highly Rural/ Rural
3334	0	0.00000	0	52	0	16	$72,500	No	$273,022	Yes	z_F	z_High School	z_Blue Collar	5	Private	$7,270	6	z_SUV	no	$6,217	1	No	7	1	Highly Urban/ Urban
3335	0	0.00000	0	50	0	13	$15,545	No	$139,781	Yes	M	PhD		15	Commercial	$8,050	6	Pickup	yes	$6,952	2	No	4	15	Highly Urban/ Urban
3336	0	0.00000	2	42	2	9	$65,079	Yes	$227,860	z_No	z_F	Bachelors	Professional	69	Private	$18,600	3	Minivan	no	$0	0	No	2	5	z_Highly Rural/ Rural
3337	1	3262.00000	0	44	0	9	$34,408	No	$169,326	Yes	z_F	z_High School	z_Blue Collar	34	Commercial	$13,460	1	Minivan	no	$7,250	3	No	3	5	Highly Urban/ Urban
3338	0	0.00000	0	48	0	11	$61,434	No	$197,678	Yes	z_F	z_High School	z_Blue Collar	35	Commercial	$19,950	1	z_SUV	no	$5,466	3	No	4	1	Highly Urban/ Urban
3339	1	5822.00000	0	45	0	14	$108,309	No	$0	z_No	M	z_High School	z_Blue Collar	29	Commercial	$17,450	12	Van	yes	$0	0	No	1	8	Highly Urban/ Urban
3340	1	4506.00000	0	41	0	13	$87,333	No	$293,661	Yes	z_F	z_High School	z_Blue Collar	35	Commercial	$18,240	1	z_SUV	no	$6,863	1	No	1	1	Highly Urban/ Urban
3341	0	0.00000	0	46	0	6	$111,916	No	$327,623	Yes	z_F	z_High School	Manager	35	Private	$14,060	13	z_SUV	no	$0	0	No	2	NA	Highly Urban/ Urban
3342	0	0.00000	0	36	2	10	$37,452	No	$187,054	Yes	z_F	z_High School	Clerical	30	Private	$7,840	10	z_SUV	no	$35,720	3	Yes	0	7	z_Highly Rural/ Rural
3343	0	0.00000	0	44	2	14	$23,683	No	$118,863	Yes	z_F	z_High School	Clerical	88	Private	$8,270	4	z_SUV	no	$0	0	Yes	1	1	z_Highly Rural/ Rural
3344	1	3242.00000	0	61	0	14	$62,378	No	$181,874	Yes	z_F	Masters	Lawyer	70	Private	$15,570	1	z_SUV	no	$3,636	3	No	8	1	Highly Urban/ Urban
3345	1	3246.00000	0	30	3	12	$26,315	Yes	$0	z_No	M	z_High School	Clerical	56	Commercial	$7,130	1	Pickup	yes	$0	0	No	3	1	Highly Urban/ Urban
3346	0	0.00000	0	48	0	12	$57,529	No	$202,840	Yes	z_F	Bachelors	z_Blue Collar	82	Commercial	$14,120	3	z_SUV	no	$0	0	No	2	11	z_Highly Rural/ Rural
3347	0	0.00000	0	41	2	13	$11,124	No	$91,506	Yes	z_F	z_High School	Home Maker	22	Private	$17,570	4	Sports Car	no	$1,951	2	No	0	1	Highly Urban/ Urban
3349	0	0.00000	0	43	0	11	$203,511	No	$501,150	Yes	M	z_High School	Manager	5	Commercial	$36,000	7	Panel Truck	no	$0	0	No	1	1	Highly Urban/ Urban
3351	0	0.00000	0	34	2	11	$13,343	Yes	$155,171	z_No	z_F	z_High School	Home Maker	46	Private	$1,500	1	Sports Car	no	$0	0	No	0	9	z_Highly Rural/ Rural
3352	0	0.00000	0	40	0	8	$74,053	No	$0	z_No	M	Bachelors	z_Blue Collar	44	Commercial	$7,200	6	Pickup	yes	$2,740	3	No	0	14	Highly Urban/ Urban
3353	0	0.00000	0	44	1	NA	$67,278	No	$220,556	Yes	z_F	Masters	Lawyer	49	Private	$5,330	6	z_SUV	no	$0	0	No	2	16	z_Highly Rural/ Rural
3354	0	0.00000	0	32	3	17	$27,585	No	$79,871	Yes	z_F	z_High School	Clerical	33	Private	$16,700	17	z_SUV	no	$0	0	No	0	8	z_Highly Rural/ Rural
3355	1	3565.00000	0	50	0	9	$72,665	No		z_No	M	Masters		25	Commercial	$36,440	1	Panel Truck	no	$7,292	1	No	10	14	Highly Urban/ Urban
3356	1	3651.00000	1	39	1	9	$82,791	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	5	Commercial	$20,800	1	Minivan	no	$27,444	1	Yes	7	9	Highly Urban/ Urban
3357	0	0.00000	0	66	0	10	$49,077	No	$191,144	z_No	z_F	Masters	Lawyer	24	Private	$18,140	1	Sports Car	no	$0	0	No	3	15	Highly Urban/ Urban
3358	1	1496.00000	1	44	2	8	$42,408	Yes		z_No	M	Bachelors	Professional	43	Private	$10,700	3	Minivan	yes	$0	0	Yes	3	9	Highly Urban/ Urban
3360	1	6145.00000	0	31	1	10	$115,308	No	$313,484	Yes	M	Bachelors	Professional	39	Commercial	$26,980	1	Panel Truck	no	$7,506	2	No	3	3	Highly Urban/ Urban
3361	1	6571.00000	0	41	0	9	$173,557	No	$450,715	z_No	M	Masters		34	Commercial	$26,570	1	Panel Truck	yes	$0	0	No	0	15	Highly Urban/ Urban
3362	0	0.00000	0	44	2	14	$69,639	No	$209,133	Yes	M	z_High School	z_Blue Collar	14	Commercial	$5,910	10	Pickup	yes	$0	0	No	1	1	Highly Urban/ Urban
3363	1	3667.00000	0	22	3	11	$12,825	Yes	$105,132	z_No	M	<High School	z_Blue Collar	28	Commercial	$9,610	6	Pickup	yes	$2,468	1	No	8	1	Highly Urban/ Urban
3364	1	12072.10156	0	57	0	8	$43,288	No	$207,205	Yes	z_F	Bachelors	Professional	71	Private	$11,530	1	Sports Car	no	$2,333	4	No	7	9	Highly Urban/ Urban
3365	1	4909.00000	1	58	2	15	$50,762	Yes	$0	z_No	M	Masters		19	Commercial	$31,540	13	Panel Truck	no	$0	0	No	2	1	Highly Urban/ Urban
3366	1	6581.00000	0	51	0	NA	$0	No	$0	Yes	z_F	<High School	Student	38	Private	$13,070	10	z_SUV	no	$7,999	2	No	0	4	Highly Urban/ Urban
3368	0	0.00000	0	49	0	NA	$56,116	No	$184,489	z_No	M	z_High School	Clerical	46	Private	$9,840	4	Minivan	yes	$0	0	No	1	9	Highly Urban/ Urban
3369	0	0.00000	0	41	0	0	$0	No	$95,757	Yes	z_F	Masters	Lawyer	56	Private	$10,550	18	Minivan	no	$12,609	2	No	0	10	Highly Urban/ Urban
3370	1	3930.00000	0	49	0	11	$65,659	No	$0	z_No	M	Bachelors	z_Blue Collar	24	Commercial	$23,780	1	Panel Truck	yes	$7,367	1	No	5	13	Highly Urban/ Urban
3371	0	0.00000	0	49	0	10	$45,366	No	$237,044	Yes	M	z_High School	Clerical	32	Commercial	$35,510	1	Panel Truck	no	$0	0	No	0	10	z_Highly Rural/ Rural
3372	0	0.00000	1	47	0	12	$32,992	No	$143,769	Yes	M	z_High School	Clerical	28	Private	$9,860	1	z_SUV	no	$0	0	No	0	7	z_Highly Rural/ Rural
3373	1	6597.00000	0	32	1	11	$42,139	No	$143,454	Yes	M	z_High School	z_Blue Collar	50	Commercial	$22,000	10	Van	yes	$5,396	2	No	2	7	Highly Urban/ Urban
3374	1	2598.00000	1	40	2	12	$43,489	Yes	$0	z_No	z_F	z_High School	Clerical	44	Private	$5,850	1	Sports Car	no	$0	0	No	4	8	Highly Urban/ Urban
3375	1	7407.00000	0	45	0	10	$57,627	No	$0	z_No	z_F	z_High School	z_Blue Collar	24	Commercial	$6,000	3	z_SUV	no	$0	0	No	6	1	Highly Urban/ Urban
3377	0	0.00000	0	48	0	11	$78,940	No	$279,868	Yes	z_F	PhD	Home Maker	44	Private	$19,510	3	z_SUV	no	$33,315	3	No	0	19	z_Highly Rural/ Rural
3379	0	0.00000	1	36	2	10	$32,666	No	$149,170	Yes	M	z_High School	Clerical	48	Private	$8,370	10	Minivan	yes	$0	0	No	1	1	Highly Urban/ Urban
3380	0	0.00000	0	54	0	5	$57,706	No	$214,111	Yes	z_F	Masters	Manager	42	Private	$13,240	1	z_SUV	no	$0	0	Yes	0	15	Highly Urban/ Urban
3381	0	0.00000	0	34	1	10	$83,792	No	$261,803	Yes	z_F	PhD	Doctor	21	Private	$13,280	10	z_SUV	no	$0	0	No	2	14	Highly Urban/ Urban
3382	1	2723.00000	2	41	2	15	$173,572	No	$447,608	Yes	z_F	Masters	Lawyer	34	Private	$24,180	1	z_SUV	no	$10,877	1	No	5	25	Highly Urban/ Urban
3383	0	0.00000	0	56	0	15	$72,381	No	$220,541	Yes	M	z_High School	Manager	24	Commercial	$28,780	10	Panel Truck	yes	$6,857	4	No	0	1	Highly Urban/ Urban
3385	1	4517.00000	0	30	0	13	$67,793	No	$221,399	Yes	z_F	Bachelors	z_Blue Collar	35	Commercial	$10,730	6	z_SUV	no	$0	0	Yes	2	14	Highly Urban/ Urban
3389	0	0.00000	0	67	0	13	$104,421	No	$268,256	Yes	M	Masters	Lawyer	38	Private	$18,640	1	Minivan	yes	$0	0	No	0	12	Highly Urban/ Urban
3392	0	0.00000	0	44	0	0	$0	No	$0	z_No	M	Bachelors	Student	17	Commercial	$9,620	1	Pickup	yes	$0	0	Yes	2	7	z_Highly Rural/ Rural
3393	0	0.00000	1	36	1	5	$103,076	No	$269,435	Yes	z_F	Bachelors	Professional	11	Private	$21,980	1	Minivan	no	$4,035	2	No	4	10	Highly Urban/ Urban
3394	0	0.00000	0	46	0	11	$27,703	No	$178,482	z_No	z_F	Bachelors	Clerical	12	Commercial	$20,660	1	Pickup	no	$0	0	No	4	11	Highly Urban/ Urban
3395	0	0.00000	0	48	0	14	$54,691	No	$179,827	Yes	M	Masters	Lawyer	21	Private	$14,520	4	Minivan	yes	$0	0	No	0	13	Highly Urban/ Urban
3397	0	0.00000	0	54	0	10	$193,786	No	$478,456	z_No	M	PhD	Manager	47	Commercial	$46,610	14	Panel Truck	yes	$0	0	No	1	15	Highly Urban/ Urban
3399	0	0.00000	0	32	2	10	$40,536	No	$96,634	Yes	M	PhD		42	Private	$8,750	17	Minivan	yes	$5,267	1	No	6	11	Highly Urban/ Urban
3400	0	0.00000	0	42	1	14	$84,250	No	$270,583	Yes	z_F	Bachelors	z_Blue Collar	30	Commercial	$14,130	10	z_SUV	no	$6,240	1	No	1	1	Highly Urban/ Urban
3401	1	4805.00000	0	73	0	14	$164,088	No	$0	z_No	z_F	PhD	Doctor	38	Private	$8,800	9	Sports Car	no	$3,338	3	No	8	20	Highly Urban/ Urban
3402	1	3146.00000	0	31	2	13	$33,470	Yes	$107,174	z_No	M	z_High School	Clerical	54	Commercial	$4,850	17	Pickup	yes	$0	0	No	4	1	z_Highly Rural/ Rural
3403	0	0.00000	0	49	0	9	$36,306	No	$184,878	Yes	M	z_High School	z_Blue Collar	39	Commercial	$10,030	4	Pickup	yes	$0	0	No	2	7	Highly Urban/ Urban
3405	1	1245.48315	1	37	2	11	$3,081	Yes	$0	z_No	M	z_High School	Student	43	Private	$1,500	6	Minivan	yes	$0	0	No	0	1	z_Highly Rural/ Rural
3408	1	960.00000	0	35	1	0	$0	Yes	$110,883	z_No	z_F	z_High School	Home Maker	50	Private	$5,000	9	z_SUV	no	$5,456	3	No	2	9	Highly Urban/ Urban
3409	0	0.00000	0	57	0	13	$92,674	No	$313,520	Yes	M	Masters	Lawyer	37	Private	$10,770	7	Minivan	yes	$3,148	2	No	3	19	Highly Urban/ Urban
3410	0	0.00000	0	49	0	12	$117,424	No	$0	z_No	z_F	PhD		26	Commercial	$33,670	1	Van	no	$4,327	1	No	0	10	Highly Urban/ Urban
3411	0	0.00000	4	59	4	18	$79,178	No	$290,382	Yes	z_F	z_High School	z_Blue Collar	87	Commercial	$16,620	6	Pickup	no	$0	0	No	0	1	z_Highly Rural/ Rural
3412	1	28706.33989	0	58	4	16	$78,397	Yes		z_No	z_F	Masters	Lawyer	37	Private	$20,790	7	Minivan	no	$0	0	No	2	18	Highly Urban/ Urban
3413	0	0.00000	0	47	0	11	$50,282	No	$232,945	Yes	M	z_High School	z_Blue Collar	29	Commercial	$10,730	4	Minivan	yes	$0	0	No	0	7	z_Highly Rural/ Rural
3415	0	0.00000	1	43	2	14	$37,898	No	$191,417	Yes	z_F	z_High School	Clerical	55	Private	$9,590	7	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
3416	0	0.00000	0	46	0	13		No	$0	z_No	z_F	Bachelors	Student	124	Commercial	$27,880	4	Minivan	no	$0	0	No	1	13	z_Highly Rural/ Rural
3417	0	0.00000	0	45	0	NA	$4,786	No	$0	Yes	z_F	<High School	Student	6	Private	$12,790	6	z_SUV	no	$6,158	1	No	5	1	z_Highly Rural/ Rural
3418	1	1533.00000	0	47	0	NA	$50,603	No	$0	z_No	z_F	z_High School	z_Blue Collar	16	Commercial	$14,670	1	z_SUV	no	$0	0	Yes	2	1	Highly Urban/ Urban
3420	0	0.00000	0	33	1	9	$46,867	Yes	$0	z_No	z_F	Bachelors	Clerical	12	Private	$9,490	4	Sports Car	no	$0	0	No	0	15	z_Highly Rural/ Rural
3421	0	0.00000	1	47	1	NA	$65,324	No	$191,554	Yes	z_F	Bachelors	Professional	36	Private	$14,250	1	Minivan	no	$8,880	2	No	5	11	Highly Urban/ Urban
3422	0	0.00000	0	46	0	12	$91,319	No	$277,559	z_No	M	Bachelors	Professional	47	Private	$28,460	11	Minivan	yes	$0	0	No	0	6	z_Highly Rural/ Rural
3424	0	0.00000	0	43	3	16	$129,376	No	$361,375	Yes	M	Masters	Lawyer	23	Private	$14,440	1	Minivan	yes	$6,020	2	No	0	18	Highly Urban/ Urban
3425	1	1592.70716	0	48	0	12	$60,281	No		z_No	z_F	z_High School	z_Blue Collar	31	Commercial	$12,090	6	z_SUV	no	$10,024	2	No	2	1	Highly Urban/ Urban
3426	1	3329.00000	0	27	1	13	$123,062	Yes	$0	z_No	M	Masters		25	Commercial	$23,590	1	Panel Truck	yes	$4,441	2	No	0	19	Highly Urban/ Urban
3428	0	0.00000	1	36	2	14	$125,646	No	$266,746	Yes	M	Masters		60	Commercial	$39,090	1	Panel Truck	no	$2,157	1	No	6	19	Highly Urban/ Urban
3429	0	0.00000	0	35	0	10	$122,048	No	$0	z_No	z_F	Masters		32	Commercial	$33,570	3	Pickup	no	$0	0	No	4	16	Highly Urban/ Urban
3430	0	0.00000	0	37	0	12	$49,340	No	$191,449	Yes	z_F	z_High School	z_Blue Collar	31	Commercial	$5,300	7	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
3431	0	0.00000	2	41	2	9	$64,928	No	$250,830	Yes	z_F	Bachelors	z_Blue Collar	34	Private	$20,590	6	Pickup	no	$0	0	No	0	10	Highly Urban/ Urban
3433	0	0.00000	0	49	0	7	$86,847	No	$228,889	z_No	M	Masters	Professional	33	Private	$16,320	17	Van	yes	$0	0	No	3	6	z_Highly Rural/ Rural
3435	1	4017.00000	2	43	3	14	$31,713	No	$147,621	Yes	M	Masters		16	Commercial	$26,940	7	Panel Truck	no	$0	0	No	0	11	Highly Urban/ Urban
3436	1	5982.00000	0	54	0	0	$0	No	$0	z_No	z_F	Bachelors	Home Maker	40	Private	$6,900	10	z_SUV	no	$42,642	1	Yes	2	1	Highly Urban/ Urban
3437	1	3702.00000	3	42	3	0	$0	No	$0	Yes	M	z_High School	Student	47	Commercial	$5,800	1	Pickup	yes	$0	0	No	1	11	Highly Urban/ Urban
3439	0	0.00000	0	34	4	14	$59,907	No	$185,912	Yes	z_F	<High School	z_Blue Collar	33	Private	$14,420	1	Minivan	no	$0	0	No	0	5	Highly Urban/ Urban
3440	0	0.00000	1	40	2	13	$21,411	Yes	$0	z_No	M	Bachelors	Clerical	28	Private	$12,670	4	Minivan	no	$0	0	No	1	7	z_Highly Rural/ Rural
3441	0	0.00000	0	49	0	14	$275,392	No	$653,952	Yes	M	PhD	Manager	14	Commercial	$46,250	4	Panel Truck	no	$0	0	No	2	15	Highly Urban/ Urban
3444	0	0.00000	0	51	0	11	$142,545	No	$398,369	Yes	z_F	Masters	Professional	28	Private	$43,560	13	z_SUV	no	$0	0	No	0	11	z_Highly Rural/ Rural
3445	0	0.00000	0	47	0	12	$61,880	No	$191,991	Yes	M	Bachelors	Professional	30	Private	$17,570	1	Van	no	$0	0	No	0	11	Highly Urban/ Urban
3446	1	7261.41610	0	53	0	15	$57,836	No	$0	z_No	z_F	z_High School	Professional	73	Private	$16,080	6	z_SUV	no	$5,935	1	No	8	1	Highly Urban/ Urban
3447	0	0.00000	0	50	0	0	$0	No	$0	z_No	z_F	z_High School	Student	47	Commercial	$7,580	1	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
3449	0	0.00000	0	43	0	11	$55,613	No	$0	z_No	M	z_High School	Manager	23	Private	$12,790	1	Minivan	yes	$18,366	2	Yes	5	6	Highly Urban/ Urban
3450	0	0.00000	0	40	0	11	$101,144	No	$0	z_No	M	PhD		18	Commercial	$6,390	1	Pickup	no	$7,547	2	No	1	14	Highly Urban/ Urban
3451	0	0.00000	0	64	0	17	$23,433	No	$144,171	z_No	M	Bachelors	Manager	7	Commercial	$19,420	10	Pickup	no	$38,528	2	No	6	11	Highly Urban/ Urban
3452	0	0.00000	0	30	1	13	$38,898	No	$128,607	Yes	M	Masters	Manager	14	Private	$4,500	7	Pickup	yes	$0	0	No	0	17	Highly Urban/ Urban
3453	0	0.00000	0	61	0	NA	$66,433	No	$249,869	z_No	z_F	PhD	Doctor	10	Private	$19,040	1	Sports Car	no	$0	0	No	1	16	Highly Urban/ Urban
3454	0	0.00000	0	52	0	12	$68,564	No	$274,122	Yes	M	z_High School	z_Blue Collar	44	Commercial	$10,950	4	Pickup	yes	$0	0	No	2	11	z_Highly Rural/ Rural
3455	0	0.00000	0	44	4	16	$58,069	No	$190,282	Yes	M	<High School	z_Blue Collar	14	Private	$5,900	1	Minivan	yes	$0	0	No	3	1	Highly Urban/ Urban
3457	0	0.00000	0	44	1	10	$70,103	Yes	$0	z_No	z_F	Bachelors	Clerical	47	Private	$12,910	1	z_SUV	no	$0	0	No	0	10	z_Highly Rural/ Rural
3458	0	0.00000	0	50	0	12	$53,129	No	$229,566	Yes	M	Bachelors	Professional	10	Private	$18,600	4	Van	no	$0	0	No	3	13	Highly Urban/ Urban
3459	0	0.00000	0	48	0	13	$3,798	No	$0	z_No	z_F	Masters	Lawyer	43	Private	$13,140	4	z_SUV	no	$0	0	Yes	0	15	Highly Urban/ Urban
3460	0	0.00000	0	42	0	9	$115,584	No	$296,239	z_No	M	Masters		18	Commercial	$29,640	17	Panel Truck	no	$0	0	No	0	14	Highly Urban/ Urban
3461	1	9187.00000	0	52	0	11	$137,357	No	$327,227	z_No	z_F	Masters	Lawyer	11	Private	$19,960	4	Pickup	no	$8,306	3	No	0	18	Highly Urban/ Urban
3462	0	0.00000	0	51	0	11	$30,508	No	$136,905	Yes	z_F	z_High School	Clerical	46	Private	$11,160	1	Sports Car	no	$746	2	No	0	NA	Highly Urban/ Urban
3463	0	0.00000	0	51	0	13	$31,380	No	$155,473	Yes	M	<High School	z_Blue Collar	28	Commercial	$14,900	7	Minivan	yes	$0	0	No	0	4	Highly Urban/ Urban
3465	0	0.00000	0	35	0	10	$19,681	No	$0	z_No	M	<High School	z_Blue Collar	58	Commercial	$21,120	10	Van	yes	$0	0	No	0	6	Highly Urban/ Urban
3466	0	0.00000	2	37	3	9	$41,786	No	$168,932	Yes	M	Bachelors	z_Blue Collar	5	Private	$26,320	16	Minivan	yes	$0	0	Yes	0	8	Highly Urban/ Urban
3467	0	0.00000	0	35	3	16	$32,601	No	$136,454	Yes	z_F	z_High School	z_Blue Collar	20	Commercial	$5,000	5	z_SUV	no	$0	0	No	0	8	z_Highly Rural/ Rural
3468	0	0.00000	0	39	2	6	$104,023	No	$323,456	Yes	M	Masters	Lawyer	59	Private	$11,030	4	Pickup	yes	$6,050	2	No	1	1	Highly Urban/ Urban
3469	0	0.00000	0	34	2	14	$101,095	No	$307,596	Yes	M	<High School	z_Blue Collar	32	Private	$17,980	7	Van	yes	$0	0	No	2	5	z_Highly Rural/ Rural
3471	0	0.00000	0	44	2	0	$0	No	$0	Yes	z_F	Bachelors	Student	23	Commercial	$12,450	10	z_SUV	no	$2,457	2	No	0	8	z_Highly Rural/ Rural
3472	1	1333.00000	0	28	1	14	$61,941	No	$196,239	Yes	z_F	Masters		50	Private	$10,490	6	Sports Car	no	$41,137	1	Yes	5	11	Highly Urban/ Urban
3473	1	6290.00000	0	59	0	14	$119,537	No	$360,697	Yes	z_F	PhD	Professional	26	Commercial	$48,380	4	Panel Truck	no	$0	0	Yes	1	20	Highly Urban/ Urban
3474	0	0.00000	0	43	0	14	$87,752	No	$238,137	Yes	M	PhD	Doctor	52	Private	$22,370	10	Minivan	yes	$0	0	No	0	16	Highly Urban/ Urban
3476	0	0.00000	0	31	2	NA	$107,482	No	$304,014	Yes	z_F	Bachelors	Professional	41	Private	$27,170	6	z_SUV	no	$8,303	3	No	5	12	z_Highly Rural/ Rural
3478	0	0.00000	0	40	2	14	$56,070	No	$216,157	Yes	z_F	Bachelors	Professional	49	Private	$14,000	10	z_SUV	no	$0	0	No	0	6	z_Highly Rural/ Rural
3479	0	0.00000	0	40	3	NA	$46,395	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	24	Commercial	$7,830	1	z_SUV	no	$3,520	3	No	1	5	Highly Urban/ Urban
3480	1	3237.00000	0	49	0	13	$123,574	No	$347,009	Yes	M	PhD	Manager	53	Commercial	$31,000	1	Panel Truck	yes	$4,344	2	No	0	14	Highly Urban/ Urban
3481	0	0.00000	0	44	2	10	$139,681	No	$327,139	Yes	z_F	Bachelors	Professional	14	Private	$37,510	1	Sports Car	no	$0	0	No	0	8	Highly Urban/ Urban
3482	0	0.00000	0	49	0	15	$107,375	No	$332,673	Yes	z_F	Bachelors	Professional	12	Commercial	$25,470	4	Pickup	no	$0	0	No	1	NA	Highly Urban/ Urban
3483	0	0.00000	0	37	0	12	$142,513	No	$329,320	z_No	M	Masters	Lawyer	42	Private	$29,540	4	Minivan	yes	$0	0	No	0	9	Highly Urban/ Urban
3484	1	26699.21423	0	43	2	17	$36,179	No	$121,806	Yes	M	z_High School	z_Blue Collar	35	Commercial	$9,420	17	Pickup	yes	$1,571	3	No	5	NA	Highly Urban/ Urban
3485	1	2421.00000	0	33	3	14	$6,607	No	$0	Yes	M	<High School	Clerical	9	Private	$12,580	6	Minivan	yes	$0	0	No	1	1	Highly Urban/ Urban
3486	0	0.00000	0	62	0	14	$155,164	No	$425,892	Yes	M	Masters	Lawyer	29	Private	$7,700	13	Pickup	yes	$0	0	No	0	18	Highly Urban/ Urban
3487	1	6857.00000	0	53	0	10	$72,291	No	$0	z_No	M	Masters	Lawyer	9	Private	$14,310	6	Minivan	yes	$8,013	1	No	5	18	Highly Urban/ Urban
3488	0	0.00000	0	43	1	12	$55,086	Yes	$0	z_No	z_F	z_High School	Professional	32	Private	$20,670	3	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
3489	1	3348.00000	1	40	3	NA	$0	Yes	$58,318	z_No	z_F	PhD	Doctor	30	Private	$3,440	3	z_SUV	no	$6,986	3	No	9	14	Highly Urban/ Urban
3491	0	0.00000	0	40	0	12	$37,076	No	$0	z_No	z_F	<High School	Home Maker	42	Private	$9,530	3	z_SUV	no	$0	0	No	1	1	z_Highly Rural/ Rural
3492	0	0.00000	0	48	0	11	$47,513	No	$211,621	z_No	z_F	z_High School	z_Blue Collar	5	Commercial	$3,470	6	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
3494	1	2327.00000	0	36	1	0	$0	Yes		z_No	z_F	<High School	Student	18	Commercial	$21,620	9	z_SUV	no	$6,259	1	No	3	1	Highly Urban/ Urban
3495	1	1850.00000	0	55	0	8	$149,254	No	$409,592	Yes	M	PhD		64	Commercial	$21,930	1	Van	yes	$6,413	2	No	5	19	Highly Urban/ Urban
3496	0	0.00000	0	42	2	14	$97,484	Yes	$271,024	z_No	M	Masters	Manager	6	Private	$24,510	7	Minivan	yes	$0	0	No	0	16	Highly Urban/ Urban
3497	0	0.00000	0	38	0	9	$101,267	No	$279,674	z_No	M	Masters	Lawyer	33	Private	$15,430	1	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
3498	1	17042.90849	0	33	1	9	$53,021	Yes	$233,074	z_No	M	z_High School	z_Blue Collar	51	Commercial	$26,370	13	Panel Truck	yes	$0	0	No	7	NA	Highly Urban/ Urban
3499	1	24493.91551	0	35	3	13	$48,386	Yes	$138,283	z_No	M	Bachelors	Clerical	5	Commercial	$9,840	11	Pickup	no	$38,832	2	Yes	1	12	Highly Urban/ Urban
3500	1	856.00000	0	39	0	10	$82,598	No	$0	z_No	z_F	z_High School	z_Blue Collar	39	Commercial	$5,600	1	z_SUV	no	$0	0	Yes	2	10	Highly Urban/ Urban
3501	0	0.00000	0	49	0	13	$63,687	No	$233,953	Yes	z_F	Masters	Lawyer	18	Private	$7,870	1	z_SUV	no	$0	0	No	1	16	z_Highly Rural/ Rural
3503	0	0.00000	1	58	2	17	$100,886	No		Yes	z_F	Bachelors	Professional	32	Private	$34,790	11	z_SUV	no	$4,805	2	No	0	NA	z_Highly Rural/ Rural
3504	1	9662.81552	0	67	0	13	$97,259	No	$313,615	Yes	M	PhD	Doctor	17	Private	$27,570	6	z_SUV	no	$1,451	4	No	5	1	Highly Urban/ Urban
3505	0	0.00000	0	32	3	NA	$0	No	$0	Yes	M	Bachelors	Student	39	Commercial	$1,500	7	Minivan	yes	$2,800	1	No	8	6	Highly Urban/ Urban
3506	1	5837.00000	0	51	0	12	$38,724	No	$159,866	Yes	z_F	<High School	z_Blue Collar	33	Private	$5,370	7	z_SUV	no	$0	0	Yes	1	9	Highly Urban/ Urban
3507	0	0.00000	0	34	1	12	$25,989	No	$137,836	Yes	M	<High School	z_Blue Collar	48	Private	$9,490	6	Minivan	yes	$0	0	No	4	8	z_Highly Rural/ Rural
3509	1	1762.00000	0	44	0	10	$155,143	No	$368,111	Yes	M	Masters		39	Commercial	$23,630	1	Panel Truck	yes	$8,599	3	No	0	13	Highly Urban/ Urban
3510	0	0.00000	0	51	1	16	$23,640	No		Yes	z_F	z_High School	Clerical	48	Private	$8,960	1	z_SUV	no	$5,372	2	No	0	1	Highly Urban/ Urban
3511	0	0.00000	0	56	0	14	$128,950	No	$360,515	Yes	z_F	PhD	Doctor	37	Private	$7,100	4	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
3512	0	0.00000	0	46	0	12	$34,671	No	$0	z_No	z_F	z_High School	Clerical	57	Private	$17,420	6	Minivan	no	$0	0	No	0	7	z_Highly Rural/ Rural
3513	1	3375.00000	0	52	0	4	$46,326	No	$0	z_No	z_F	z_High School	z_Blue Collar	47	Commercial	$1,500	10	z_SUV	no	$8,618	4	No	2	NA	Highly Urban/ Urban
3514	0	0.00000	1	44	2	12	$90,671	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	8	Commercial	$14,180	1	z_SUV	no	$0	0	Yes	0	5	Highly Urban/ Urban
3515	0	0.00000	0	46	0	8		No		z_No	z_F	Masters	Lawyer	17	Private	$27,440	6	Minivan	no	$0	0	No	1	NA	Highly Urban/ Urban
3518	0	0.00000	0	47	0	13	$109,533	No	$300,480	Yes	M	PhD		37	Commercial	$25,240	7	Panel Truck	no	$6,035	3	No	6	NA	Highly Urban/ Urban
3519	0	0.00000	0	47	0	12	$189,392	No	$453,142	Yes	M	PhD	Doctor	51	Private	$10,850	9	z_SUV	no	$0	0	No	0	11	Highly Urban/ Urban
3520	1	1630.00000	1	36	3	0	$0	No	$70,259	Yes	z_F	<High School	Student	31	Private	$6,410	1	Sports Car	no	$0	0	No	1	1	Highly Urban/ Urban
3521	0	0.00000	0	51	0	10	$103,745	No	$0	z_No	z_F	Bachelors	z_Blue Collar	20	Commercial	$18,430	3	Minivan	no	$4,987	2	Yes	0	10	Highly Urban/ Urban
3522	0	0.00000	2	38	2	12	$29,699	No	$136,999	Yes	z_F	z_High School	Clerical	57	Private	$15,500	7	Minivan	no	$0	0	Yes	0	10	Highly Urban/ Urban
3523	0	0.00000	0	52	0	14	$100,704	No	$305,905	Yes	M	PhD	Doctor	58	Private	$19,290	3	Minivan	yes	$8,292	1	No	1	15	Highly Urban/ Urban
3524	0	0.00000	0	56	0	11	$21,637	No	$0	z_No	z_F	<High School	Student	29	Private	$31,530	5	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
3526	1	5567.00000	0	46	0	9	$35,586	No	$168,624	z_No	M	<High School	Clerical	40	Commercial	$6,620	1	Pickup	no	$3,627	1	No	8	1	Highly Urban/ Urban
3527	0	0.00000	0	50	0	0	$0	No	$0	Yes	z_F	z_High School	Student	45	Private	$6,500	4	z_SUV	no	$0	0	No	1	11	z_Highly Rural/ Rural
3528	0	0.00000	0	44	0	12	$124,219	No	$311,476	Yes	M	PhD		29	Commercial	$23,490	4	Panel Truck	yes	$0	0	No	0	23	Highly Urban/ Urban
3529	0	0.00000	0	32	1	12		No	$76,767	Yes	z_F	Bachelors	Home Maker	43	Private	$5,330	1	z_SUV	no	$3,319	1	No	3	12	Highly Urban/ Urban
3530	0	0.00000	0	43	0	12	$12,085	No	$0	z_No	z_F	z_High School	Home Maker	43	Private	$18,470	1	Minivan	no	$0	0	No	0	9	z_Highly Rural/ Rural
3531	1	1834.00000	0	37	0	11	$93,766	No	$0	z_No	M	Bachelors	Professional	17	Commercial	$7,060	6	Pickup	yes	$1,757	2	No	6	6	Highly Urban/ Urban
3533	0	0.00000	0	37	0	10	$182,713	No	$429,722	Yes	z_F	PhD	Doctor	51	Private	$15,880	8	Minivan	no	$0	0	No	0	14	Highly Urban/ Urban
3534	1	2940.00000	0	32	2	10	$52,466	No	$187,881	Yes	M	Bachelors	Clerical	27	Commercial	$6,750	7	Pickup	yes	$582	3	No	3	10	Highly Urban/ Urban
3537	0	0.00000	0	49	0	15	$26,988	No	$0	z_No	M	z_High School	z_Blue Collar	39	Commercial	$15,240	7	Minivan	yes	$0	0	No	0	7	z_Highly Rural/ Rural
3538	0	0.00000	0	52	0	NA	$114,553	No	$355,136	Yes	M	Masters	Lawyer	52	Private	$6,700	7	Pickup	yes	$0	0	No	0	NA	z_Highly Rural/ Rural
3539	0	0.00000	0	51	0	10	$176,833	No	$458,030	Yes	z_F	PhD	Doctor	45	Private	$24,280	11	z_SUV	no	$0	0	No	0	19	Highly Urban/ Urban
3541	0	0.00000	0	47	0	11	$68,061	No	$209,610	Yes	M	Bachelors	Professional	35	Private	$20,870	1	Van	yes	$0	0	No	0	13	Highly Urban/ Urban
3542	0	0.00000	0	58	0	10	$101,009	No	$322,161	Yes	M	Bachelors	Professional	38	Commercial	$42,540	4	Panel Truck	no	$3,977	1	No	0	4	Highly Urban/ Urban
3543	0	0.00000	0	50	0	12		No	$177,293	Yes	M	Masters	Professional	58	Private	$15,120	1	Minivan	yes	$0	0	No	0	NA	Highly Urban/ Urban
3544	0	0.00000	0	49	0	10	$86,986	No	$295,143	z_No	M	PhD		9	Commercial	$19,340	3	Van	yes	$5,059	1	No	0	14	Highly Urban/ Urban
3545	0	0.00000	1	37	2	13	$48,377	No	$159,858	Yes	z_F	z_High School	z_Blue Collar	13	Private	$10,040	6	z_SUV	no	$0	0	No	1	7	z_Highly Rural/ Rural
3546	0	0.00000	0	54	0	13	$144,681	No	$416,019	Yes	M	Masters	Manager	26	Commercial	$26,820	4	Panel Truck	yes	$0	0	No	1	14	Highly Urban/ Urban
3548	0	0.00000	0	47	0	13	$55,920	No	$213,697	z_No	M	z_High School	z_Blue Collar	46	Commercial	$26,700	6	Panel Truck	yes	$0	0	No	1	1	Highly Urban/ Urban
3549	0	0.00000	0	48	0	12	$42,156	No		z_No	M	<High School	Clerical	50	Commercial	$31,520	1	Panel Truck	no	$0	0	Yes	2	8	z_Highly Rural/ Rural
3551	0	0.00000	0	44	3	0	$0	No	$69,788	Yes	z_F	Bachelors	Home Maker	21	Private	$6,200	1	Pickup	yes	$0	0	No	1	1	Highly Urban/ Urban
3552	0	0.00000	0	43	1	9	$110,954	No	$310,458	Yes	M	Masters	Lawyer	28	Private	$13,120	10	Minivan	yes	$0	0	No	1	16	Highly Urban/ Urban
3553	0	0.00000	0	65	0	NA	$21,038	No	$0	Yes	M	<High School	Student	53	Private	$24,090	7	Minivan	no	$20,330	3	Yes	6	1	z_Highly Rural/ Rural
3554	0	0.00000	0	30	3	16	$30,619	No	$130,436	Yes	z_F	<High School	z_Blue Collar	42	Private	$16,330	7	z_SUV	no	$7,829	2	No	4	NA	Highly Urban/ Urban
3555	0	0.00000	2	51	0	13	$54,307	No	$216,808	Yes	z_F	z_High School	z_Blue Collar	49	Private	$20,490	5	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
3556	0	0.00000	0	47	0	12	$54,319	No	$217,348	Yes	M	z_High School	z_Blue Collar	51	Private	$14,770	4	Minivan	no	$0	0	No	2	1	Highly Urban/ Urban
3558	0	0.00000	0	37	0	10	$101,120	No	$246,196	Yes	M	Bachelors	Manager	22	Commercial	$28,220	7	Panel Truck	no	$0	0	No	0	5	Highly Urban/ Urban
3559	0	0.00000	0	64	0	15	$70,171	No	$257,641	Yes	M	Masters	Lawyer	29	Private	$10,210	1	z_SUV	yes	$0	0	No	0	16	Highly Urban/ Urban
3560	0	0.00000	0	35	3	13	$64,872	No	$187,354	Yes	z_F	<High School	Clerical	44	Private	$7,990	7	z_SUV	no	$4,620	1	No	5	8	Highly Urban/ Urban
3561	1	4436.00000	0	33	1	NA	$0	No	$0	Yes	z_F	<High School	Student	25	Private	$1,500	6	z_SUV	no	$6,755	2	No	0	NA	Highly Urban/ Urban
3565	0	0.00000	0	46	0	0	$0	No	$99,021	Yes	z_F	z_High School	Home Maker	9	Private	$17,650	2	z_SUV	no	$4,826	1	No	4	7	Highly Urban/ Urban
3566	0	0.00000	0	48	0	11	$89,404	No	$288,123	z_No	M	Bachelors	Manager	35	Private	$15,240	6	Minivan	yes	$0	0	No	0	11	Highly Urban/ Urban
3567	0	0.00000	0	52	0	14	$52,939	No	$251,642	Yes	z_F	Bachelors	Manager	22	Private	$9,290	6	z_SUV	no	$9,795	2	No	2	9	Highly Urban/ Urban
3568	1	2002.00000	0	53	0	9	$30,047	No	$117,269	Yes	z_F	z_High School	Clerical	28	Private	$9,800	1	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
3569	1	3742.00000	0	37	0	12	$50,556	No	$186,221	z_No	z_F	z_High School	z_Blue Collar	37	Commercial	$6,180	7	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
3571	0	0.00000	0	35	2	9	$33,522	Yes	$0	z_No	M	z_High School	Clerical	47	Private	$1,500	9	Minivan	yes	$0	0	No	0	9	z_Highly Rural/ Rural
3572	0	0.00000	0	40	0	11	$23,124	No		Yes	M	<High School	z_Blue Collar	72	Commercial	$18,050	1	Van	no	$0	0	No	1	6	z_Highly Rural/ Rural
3574	1	10145.49810	0	47	0	NA	$15,996	No	$148,617	Yes	z_F	z_High School	Clerical	22	Private	$18,000	4	z_SUV	no	$4,263	1	No	5	1	Highly Urban/ Urban
3575	0	0.00000	0	61	0	13	$57,977	No	$222,551	Yes	M	Masters	Manager	5	Private	$13,400	1	Minivan	no	$7,496	2	No	3	12	Highly Urban/ Urban
3576	0	0.00000	0	49	0	11	$108,365	No	$328,979	Yes	z_F	Bachelors	Manager	28	Private	$17,240	13	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
3578	0	0.00000	0	52	0	12	$75,774	No	$258,868	Yes	M	PhD	Doctor	34	Private	$20,900	9	Van	yes	$11,407	2	No	4	22	Highly Urban/ Urban
3580	0	0.00000	1	41	1	10	$89,602	No	$258,834	Yes	z_F	z_High School	z_Blue Collar	25	Commercial	$22,210	11	Van	no	$5,384	2	No	5	8	Highly Urban/ Urban
3582	1	4281.00000	0	56	0	14	$58,247	No	$190,172	Yes	M	z_High School	Clerical	42	Private	$18,150	1	Van	no	$1,380	3	No	1	10	Highly Urban/ Urban
3583	0	0.00000	0	51	0	10	$18,205	No	$0	z_No	M	Bachelors	Student	23	Commercial	$8,420	10	Pickup	yes	$0	0	No	0	7	Highly Urban/ Urban
3584	0	0.00000	0	46	0	10	$85,479	No	$260,410	Yes	M	z_High School	z_Blue Collar	54	Commercial	$10,810	1	Pickup	yes	$0	0	Yes	1	1	Highly Urban/ Urban
3585	1	29612.75086	0	45	0	13	$48,319	No	$205,802	Yes	M	Bachelors	z_Blue Collar	34	Commercial	$10,830	1	Pickup	no	$6,170	2	No	4	10	Highly Urban/ Urban
3586	1	1431.00000	0	43	0	0	$0	No	$0	z_No	z_F	z_High School	Home Maker	27	Private	$5,990	7	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
3588	1	2721.61227	0	36	0	11	$23,372	No	$0	z_No	M	Bachelors	Student	15	Commercial	$7,180	1	Pickup	yes	$0	0	No	0	10	z_Highly Rural/ Rural
3589	1	5509.00000	0	54	0	12	$9,123	No	$120,711	Yes	M	z_High School	Student	20	Private	$3,320	6	Minivan	yes	$7,499	2	No	0	7	Highly Urban/ Urban
3590	0	0.00000	0	53	0	0	$0	No	$111,180	Yes	z_F	<High School	Home Maker	44	Private	$6,800	6	Sports Car	no	$0	0	No	0	8	z_Highly Rural/ Rural
3591	1	4002.00000	0	48	0	12		No	$175,236	Yes	M	z_High School	z_Blue Collar	39	Commercial	$11,070	4	Pickup	yes	$0	0	No	1	NA	Highly Urban/ Urban
3592	1	18883.29619	0	31	1	11	$29,644	No	$148,568	Yes	z_F	z_High School	Clerical	32	Private	$34,880	13	z_SUV	no	$46,912	1	Yes	2	9	Highly Urban/ Urban
3593	1	3183.00000	0	41	2	13	$35,256	No	$159,003	Yes	z_F	z_High School	Clerical	59	Private	$11,010	1	z_SUV	no	$3,603	1	No	3	6	Highly Urban/ Urban
3594	0	0.00000	0	44	2	13	$26,763	Yes	$141,019	z_No	z_F	Masters	Manager	49	Private	$11,500	1	z_SUV	no	$0	0	No	0	11	Highly Urban/ Urban
3595	0	0.00000	0	54	0	10	$81,465	No	$244,977	z_No	z_F	Masters	Manager	21	Private	$15,050	7	z_SUV	no	$0	0	No	1	15	Highly Urban/ Urban
3596	0	0.00000	0	48	0	12	$106,742	No	$0	z_No	M	Bachelors	Professional	28	Commercial	$18,340	1	Van	no	$1,124	4	No	0	9	Highly Urban/ Urban
3597	0	0.00000	0	41	0	9	$41,619	No	$185,203	Yes	z_F	z_High School	Professional	31	Private	$28,360	6	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
3598	0	0.00000	0	57	0	13	$62,226	No	$0	z_No	M	PhD	Doctor	55	Private	$13,340	4	Minivan	yes	$4,438	1	No	6	10	Highly Urban/ Urban
3599	0	0.00000	0	41	0	11	$71,303	No		z_No	z_F	Bachelors	z_Blue Collar	31	Commercial	$30,660	7	Minivan	no	$0	0	No	0	8	Highly Urban/ Urban
3600	0	0.00000	0	60	0	15	$91,519	No	$251,790	Yes	M	Masters		15	Commercial	$24,590	6	Panel Truck	no	$5,292	2	No	7	14	Highly Urban/ Urban
3601	0	0.00000	0	33	1	10	$70,565	No	$241,472	Yes	z_F	Masters	Lawyer	10	Private	$10,380	10	Minivan	no	$0	0	No	0	21	Highly Urban/ Urban
3603	0	0.00000	0	42	1	14	$151,927	No	$388,141	Yes	z_F	PhD	Manager	27	Private	$30,000	1	Sports Car	no	$0	0	No	2	NA	Highly Urban/ Urban
3604	0	0.00000	0	58	0	12	$33,680	No	$183,800	Yes	M	Masters	Manager	5	Private	$10,670	1	Pickup	yes	$0	0	Yes	0	11	Highly Urban/ Urban
3605	1	4276.00000	2	59	2	15	$134,778	No	$404,248	Yes	M	Masters	Manager	41	Commercial	$26,910	1	Panel Truck	yes	$0	0	No	3	16	Highly Urban/ Urban
3606	0	0.00000	0	33	1	0		No	$0	Yes	z_F	z_High School	Home Maker	34	Private	$4,800	7	z_SUV	no	$0	0	No	1	1	z_Highly Rural/ Rural
3607	0	0.00000	0	47	0	7	$53,215	No	$185,654	z_No	z_F	Bachelors	Manager	24	Private	$14,260	7	Minivan	no	$0	0	No	1	12	Highly Urban/ Urban
3608	1	6050.00000	0	42	3	17	$24,865	No	$152,293	Yes	z_F	<High School	z_Blue Collar	35	Private	$8,580	1	z_SUV	no	$1,143	1	No	4	7	Highly Urban/ Urban
3610	0	0.00000	0	40	0	12	$80,317	No	$277,050	Yes	z_F	Bachelors	Professional	42	Private	$13,800	6	z_SUV	no	$0	0	Yes	3	8	Highly Urban/ Urban
3611	1	1398.00000	0	32	1	8	$8,659	Yes	$0	z_No	z_F	z_High School	Home Maker	43	Private	$14,460	1	z_SUV	no	$31,073	1	Yes	0	1	Highly Urban/ Urban
3613	1	3225.00000	0	22	1	10	$20,646	Yes	$0	z_No	M	Bachelors	Clerical	68	Private	$5,760	7	Minivan	yes	$3,409	2	No	11	10	Highly Urban/ Urban
3614	0	0.00000	0	63	0	15	$55,530	No	$227,405	Yes	z_F	Masters	Home Maker	43	Private	$13,350	1	Sports Car	no	$0	0	No	0	17	z_Highly Rural/ Rural
3615	0	0.00000	0	34	1	11	$24,380	No	$122,245	Yes	z_F	z_High School	z_Blue Collar	18	Commercial	$17,830	4	Pickup	no	$0	0	No	3	1	z_Highly Rural/ Rural
3616	0	0.00000	0	41	0	12	$145,260	No		Yes	M	PhD		12	Commercial	$20,130	21	Van	yes	$4,188	1	No	5	15	Highly Urban/ Urban
3617	0	0.00000	0	42	0	10	$77,912	No	$242,830	Yes	z_F	z_High School	z_Blue Collar	9	Commercial	$22,760	13	Minivan	no	$0	0	No	2	1	z_Highly Rural/ Rural
3618	1	6188.00000	0	23	3	6	$5,822	Yes	$0	z_No	z_F	Masters		11	Private	$4,380	6	z_SUV	no	$11,027	3	No	8	16	Highly Urban/ Urban
3619	1	2132.00000	0	60	2	19	$29,176	No	$167,334	Yes	M	<High School	Clerical	51	Commercial	$17,790	11	Van	yes	$0	0	Yes	0	1	Highly Urban/ Urban
3620	0	0.00000	1	45	2	15	$44,213	Yes	$186,149	z_No	z_F	Bachelors	Professional	31	Private	$10,420	4	z_SUV	no	$0	0	No	5	12	z_Highly Rural/ Rural
3622	1	19784.52556	2	36	3	12	$20,178	Yes		z_No	z_F	z_High School	Clerical	6	Private	$8,030	1	z_SUV	no	$0	0	No	0	NA	z_Highly Rural/ Rural
3623	0	0.00000	0	52	0	14		No	$0	z_No	M	Bachelors	Manager	8	Private	$14,440	1	Minivan	no	$44,214	2	No	3	8	Highly Urban/ Urban
3624	0	0.00000	0	37	0	0	$0	No	$84,041	Yes	z_F	Masters	Home Maker	30	Private	$9,970	7	Sports Car	no	$0	0	No	0	13	Highly Urban/ Urban
3625	1	3568.00000	0	43	0	0	$0	No	$0	z_No	M	z_High School	Student	19	Commercial	$13,890	1	Minivan	yes	$1,501	1	No	1	4	Highly Urban/ Urban
3626	0	0.00000	0	34	2	12	$17,069	No	$77,863	Yes	z_F	Masters	Lawyer	61	Private	$13,510	1	z_SUV	no	$3,092	1	No	5	11	Highly Urban/ Urban
3627	1	3501.00000	2	42	3	15	$96,537	No	$306,515	Yes	M	PhD	Lawyer	39	Private	$15,350	3	Minivan	yes	$5,734	1	No	0	1	Highly Urban/ Urban
3628	0	0.00000	0	45	0	14	$49,474	No	$169,453	Yes	z_F	Bachelors	Professional	26	Private	$7,980	7	Sports Car	no	$0	0	No	1	7	Highly Urban/ Urban
3629	1	2793.00000	0	49	0	11	$214,189	No	$0	z_No	M	PhD		17	Commercial	$18,350	3	Van	yes	$4,004	1	No	0	12	Highly Urban/ Urban
3630	0	0.00000	0	55	0	13	$264,481	No	$657,804	z_No	M	PhD		5	Commercial	$33,450	1	Panel Truck	yes	$0	0	No	2	12	Highly Urban/ Urban
3631	0	0.00000	0	52	0	12	$130,476	No		Yes	M	Masters	Lawyer	27	Private	$14,990	4	Minivan	no	$0	0	No	0	12	Highly Urban/ Urban
3632	1	863.00000	0	47	0	8		No	$186,797	Yes	z_F	z_High School	z_Blue Collar	5	Commercial	$7,510	16	z_SUV	no	$0	0	No	3	9	Highly Urban/ Urban
3633	1	1748.00000	0	52	0	14	$63,482	No	$226,408	Yes	M	Masters		51	Commercial	$17,280	6	Van	yes	$0	0	No	4	18	Highly Urban/ Urban
3634	0	0.00000	0	48	0	13	$7,379	No	$97,939	Yes	z_F	z_High School	Home Maker	28	Private	$8,940	1	Sports Car	no	$39,397	2	Yes	5	1	Highly Urban/ Urban
3635	0	0.00000	0	61	0	14	$78,094	No	$229,815	z_No	M	z_High School	z_Blue Collar	57	Commercial	$15,410	10	z_SUV	no	$3,380	3	No	9	1	Highly Urban/ Urban
3636	1	29737.59828	0	33	1	11	$40,518	Yes		z_No	M	z_High School	Clerical	15	Commercial	$20,090	3	Van	no	$0	0	No	1	1	Highly Urban/ Urban
3637	0	0.00000	0	43	0	15	$70,255	No	$208,574	Yes	M	z_High School	Clerical	38	Commercial	$31,560	12	Panel Truck	yes	$0	0	No	0	1	z_Highly Rural/ Rural
3638	0	0.00000	0	48	0	13		No	$214,528	Yes	z_F	Bachelors	Manager	62	Private	$7,250	4	Minivan	no	$0	0	No	0	NA	Highly Urban/ Urban
3639	1	754.96816	0	30	0	10	$27,803	No	$0	z_No	z_F	z_High School	Clerical	41	Private	$4,500	1	z_SUV	no	$6,351	4	No	0	8	Highly Urban/ Urban
3640	0	0.00000	0	39	2	16	$94,726	No	$268,126	Yes	M	z_High School	z_Blue Collar	23	Commercial	$29,250	6	Panel Truck	no	$0	0	No	0	8	z_Highly Rural/ Rural
3641	1	3619.00000	2	45	2	10	$13,544	No	$0	Yes	z_F	Bachelors	Student	25	Commercial	$9,670	1	z_SUV	no	$2,412	2	No	0	NA	Highly Urban/ Urban
3643	1	1205.00000	2	41	3	8	$88,887	Yes	$265,793	z_No	z_F	z_High School	z_Blue Collar	31	Commercial	$30,190	10	z_SUV	no	$0	0	Yes	1	8	Highly Urban/ Urban
3644	0	0.00000	0	59	0	13	$41,301	No	$0	z_No	M	z_High School	z_Blue Collar	10	Commercial	$11,140	1	Pickup	yes	$0	0	No	1	7	Highly Urban/ Urban
3645	0	0.00000	1	44	2	14	$52,857	Yes	$0	z_No	z_F	<High School	z_Blue Collar	30	Private	$6,790	10	Sports Car	no	$0	0	No	1	1	Highly Urban/ Urban
3646	0	0.00000	0	49	0	13	$154,736	No		Yes	z_F	Masters	Lawyer	31	Private	$21,870	4	z_SUV	no	$8,737	1	No	2	14	Highly Urban/ Urban
3648	1	39672.19573	0	37	2	12	$46,661	Yes	$164,362	z_No	z_F	z_High School	z_Blue Collar	26	Commercial	$15,120	3	z_SUV	no	$2,977	3	No	8	1	Highly Urban/ Urban
3650	0	0.00000	0	38	0	0	$0	No	$0	Yes	z_F	Bachelors	Student	53	Private	$11,530	4	z_SUV	no	$0	0	No	0	11	Highly Urban/ Urban
3651	1	32037.63099	0	64	0	10	$83,033	No	$275,175	z_No	M	Masters	Lawyer	17	Private	$23,620	1	Minivan	no	$0	0	No	0	NA	Highly Urban/ Urban
3652	0	0.00000	0	40	0	0	$0	No	$0	z_No	z_F	z_High School	Student	38	Commercial	$12,880	10	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
3653	1	3263.00000	0	40	0	11		No	$0	z_No	M	z_High School	Professional	6	Commercial	$5,950	1	Pickup	yes	$48,010	2	Yes	3	5	Highly Urban/ Urban
3655	0	0.00000	0	43	0	14	$28,890	No	$155,512	Yes	M	Bachelors	Manager	48	Private	$10,660	1	Minivan	no	$0	0	No	0	13	Highly Urban/ Urban
3656	0	0.00000	0	31	0	8	$190,945	No	$462,430	z_No	M	Bachelors	z_Blue Collar	45	Commercial	$15,440	1	Minivan	no	$0	0	No	0	NA	z_Highly Rural/ Rural
3657	0	0.00000	0	53	0	11	$84,435	No	$291,779	z_No	M	PhD		14	Commercial	$9,940	4	Pickup	yes	$39,710	1	Yes	0	NA	Highly Urban/ Urban
3658	0	0.00000	0	48	0	10	$49,693	No	$0	z_No	M	z_High School	z_Blue Collar	48	Commercial	$16,280	10	Minivan	yes	$0	0	No	0	1	z_Highly Rural/ Rural
3659	0	0.00000	0	50	0	12	$7,971	No	$0	z_No	z_F	PhD	Home Maker	5	Private	$1,520	10	Sports Car	no	$0	0	No	0	16	z_Highly Rural/ Rural
3661	0	0.00000	0	67	0	14	$40,863	No	$0	z_No	M	Bachelors	Professional	38	Private	$26,310	4	Minivan	yes	$0	0	No	0	6	Highly Urban/ Urban
3662	1	3670.00000	0	42	2	NA		No	$165,531	Yes	M	Masters	Lawyer	69	Private	$12,010	4	Pickup	yes	$17,445	2	Yes	3	12	Highly Urban/ Urban
3663	0	0.00000	1	38	2	12	$61,564	No	$223,120	Yes	M	Bachelors	Clerical	40	Commercial	$27,260	1	Panel Truck	no	$0	0	No	0	7	Highly Urban/ Urban
3664	0	0.00000	0	48	0	13	$65,359	No	$0	z_No	z_F	Masters	Lawyer	35	Private	$12,840	13	z_SUV	no	$0	0	No	0	NA	Highly Urban/ Urban
3666	0	0.00000	0	35	2	7	$32,634	Yes	$131,445	z_No	z_F	<High School	z_Blue Collar	5	Private	$20,690	13	Pickup	no	$5,898	1	No	6	5	Highly Urban/ Urban
3667	0	0.00000	0	44	2	10	$152,787	Yes	$398,731	z_No	z_F	PhD	Doctor	36	Private	$23,940	10	Minivan	no	$0	0	No	1	18	Highly Urban/ Urban
3668	0	0.00000	0	40	0	10	$48,812	No	$149,499	Yes	z_F	z_High School	Clerical	12	Commercial	$14,960	7	Pickup	no	$4,056	2	No	1	1	Highly Urban/ Urban
3670	1	44916.10740	0	16	0	10	$50,100	No	$158,926	z_No	M	z_High School	z_Blue Collar	41	Commercial	$19,430	1	Van	yes	$0	0	No	2	7	Highly Urban/ Urban
3671	0	0.00000	0	50	0	10	$367,030	No	$885,282	Yes	M	PhD	Doctor	29	Private	$65,970	1	Minivan	yes	$0	0	No	0	9	Highly Urban/ Urban
3672	0	0.00000	0	30	0	8	$52,120	No	$0	z_No	M	Bachelors	Professional	11	Commercial	$28,600	1	Panel Truck	yes	$0	0	No	1	1	z_Highly Rural/ Rural
3674	0	0.00000	0	37	0	10	$11,754	No	$108,868	Yes	z_F	<High School	Clerical	23	Private	$18,190	4	Sports Car	no	$0	0	No	2	7	Highly Urban/ Urban
3676	0	0.00000	0	55	0	11	$43,180	No	$160,177	z_No	z_F	Masters	Professional	21	Private	$19,770	6	Minivan	no	$4,559	4	No	5	15	Highly Urban/ Urban
3677	0	0.00000	0	43	0	10	$69,301	No	$0	z_No	M	z_High School	Clerical	25	Private	$20,670	4	Van	no	$3,502	3	No	6	7	Highly Urban/ Urban
3679	0	0.00000	1	44	3	9	$4,701	No	$0	Yes	z_F	z_High School	Student	12	Private	$5,900	1	Sports Car	no	$0	0	No	4	11	z_Highly Rural/ Rural
3681	0	0.00000	0	46	0	11	$19,313	No	$120,019	Yes	M	<High School	Clerical	52	Commercial	$19,390	10	Van	yes	$0	0	No	0	1	z_Highly Rural/ Rural
3682	0	0.00000	0	46	0	13	$153,458	No	$0	z_No	M	PhD		39	Commercial	$40,980	11	Panel Truck	yes	$16,328	3	No	1	15	Highly Urban/ Urban
3683	0	0.00000	0	47	0	8	$9,898	No	$160,830	Yes	M	z_High School	Student	41	Private	$17,190	12	Minivan	no	$6,495	1	No	0	1	z_Highly Rural/ Rural
3684	1	3158.00000	0	33	4	14	$21,746	No	$124,207	Yes	z_F	<High School	z_Blue Collar	41	Private	$15,050	1	z_SUV	no	$3,246	2	No	1	2	Highly Urban/ Urban
3685	0	0.00000	0	48	0	10	$34,606	No	$163,682	Yes	M	<High School	z_Blue Collar	42	Commercial	$14,400	1	Minivan	no	$0	0	Yes	0	1	Highly Urban/ Urban
3687	0	0.00000	0	34	1	9	$85,128	Yes	$230,131	z_No	z_F	Bachelors	Manager	12	Private	$29,980	6	Pickup	no	$2,911	2	No	3	1	Highly Urban/ Urban
3688	0	0.00000	0	35	0	11		No	$0	z_No	M	Masters	Manager	50	Commercial	$20,590	1	Van	no	$24,139	2	Yes	5	17	Highly Urban/ Urban
3689	0	0.00000	0	50	0	13	$15,545	No	$139,781	Yes	M	PhD		48	Commercial	$17,060	1	Van	yes	$0	0	No	1	15	Highly Urban/ Urban
3690	0	0.00000	0	41	2	15	$129,236	No	$324,725	Yes	M	Masters	Lawyer	28	Private	$27,770	1	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
3691	0	0.00000	0	50	1	11	$37,967	No	$149,654	Yes	z_F	<High School	Clerical	31	Private	$10,300	7	z_SUV	no	$0	0	No	4	1	z_Highly Rural/ Rural
3692	0	0.00000	0	37	0	10	$138,854	No	$410,049	Yes	z_F	Masters	Professional	29	Private	$19,090	7	Sports Car	no	$0	0	No	0	14	Highly Urban/ Urban
3694	0	0.00000	2	40	3	11	$52,068	No	$220,790	Yes	z_F	Bachelors	Clerical	19	Private	$8,770	4	z_SUV	no	$0	0	No	3	14	z_Highly Rural/ Rural
3695	1	1145.00000	0	52	0	10	$43,546	No	$0	z_No	M	<High School	z_Blue Collar	46	Private	$6,700	1	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
3696	0	0.00000	0	39	0	0	$0	No	$0	z_No	z_F	Bachelors	Student	38	Commercial	$5,400	1	z_SUV	no	$0	0	No	0	6	z_Highly Rural/ Rural
3697	0	0.00000	0	54	0	14	$151,138	No	$409,989	Yes	M	Bachelors	Manager	32	Commercial	$22,010	1	Van	yes	$2,733	3	No	6	1	Highly Urban/ Urban
3698	0	0.00000	0	49	0	9	$114,122	No	$0	z_No	M	Bachelors	z_Blue Collar	52	Commercial	$17,810	11	Van	yes	$0	0	No	1	10	z_Highly Rural/ Rural
3699	1	5064.00000	0	38	3	17	$77,830	No	$157,793	Yes	z_F	z_High School	z_Blue Collar	58	Commercial	$8,030	3	z_SUV	no	$9,937	3	No	0	11	Highly Urban/ Urban
3700	0	0.00000	0	49	0	10	$45,187	No	$165,265	Yes	M	z_High School	Professional	37	Commercial	$32,490	1	Panel Truck	yes	$6,534	2	No	0	1	Highly Urban/ Urban
3701	1	2557.00000	0	36	1	13	$39,811	No	$139,551	Yes	z_F	z_High School	z_Blue Collar	22	Commercial	$16,260	4	z_SUV	no	$3,416	4	No	3	4	Highly Urban/ Urban
3702	0	0.00000	0	32	2	0	$0	Yes	$0	z_No	z_F	z_High School	Home Maker	14	Private	$9,640	1	Sports Car	no	$0	0	Yes	3	8	z_Highly Rural/ Rural
3703	0	0.00000	0	58	0	12	$142,170	No	$381,407	Yes	z_F	Masters		35	Commercial	$37,620	6	Van	no	$0	0	No	1	12	Highly Urban/ Urban
3704	0	0.00000	0	37	0	13	$53,059	No	$220,548	Yes	M	Bachelors	Professional	38	Commercial	$18,450	10	Van	yes	$0	0	No	0	16	z_Highly Rural/ Rural
3705	0	0.00000	0	50	0	10	$136,458	No	$0	z_No	z_F	PhD	Doctor	33	Private	$15,630	6	Minivan	no	$0	0	Yes	4	19	Highly Urban/ Urban
3706	0	0.00000	0	51	0	9	$161,325	No	$429,578	Yes	M	PhD	Manager	46	Commercial	$24,650	6	Panel Truck	yes	$0	0	No	0	14	Highly Urban/ Urban
3707	1	2473.58513	0	39	3	12	$69,394	Yes	$0	z_No	z_F	PhD	Lawyer	52	Private	$9,720	1	z_SUV	no	$0	0	Yes	0	13	Highly Urban/ Urban
3708	1	4847.00000	0	42	0	11	$73,762	No	$262,869	Yes	z_F	z_High School	z_Blue Collar	53	Commercial	$27,210	7	z_SUV	no	$1,372	2	No	4	1	Highly Urban/ Urban
3709	0	0.00000	0	66	0	12		No	$579,056	Yes	M	PhD		22	Commercial	$30,530	9	Van	no	$6,617	3	No	0	15	Highly Urban/ Urban
3711	0	0.00000	0	38	1	13	$93,831	No	$279,303	Yes	M	Bachelors	Manager	46	Commercial	$6,500	4	Pickup	no	$0	0	No	0	11	Highly Urban/ Urban
3712	0	0.00000	0	50	0	13		No	$180,517	Yes	z_F	Bachelors	Professional	21	Private	$13,870	6	Pickup	no	$0	0	No	0	14	Highly Urban/ Urban
3714	0	0.00000	0	54	0	8	$37,092	No	$0	z_No	z_F	<High School	Clerical	42	Private	$13,170	4	z_SUV	no	$0	0	No	0	5	z_Highly Rural/ Rural
3715	1	6325.12103	0	55	0	10	$42,680	No	$205,108	Yes	M	Bachelors	z_Blue Collar	25	Commercial	$25,430	21	Panel Truck	no	$4,564	3	No	0	8	Highly Urban/ Urban
3716	0	0.00000	0	44	0	12	$97,624	No	$285,242	Yes	z_F	Masters	Lawyer	53	Private	$15,660	4	z_SUV	no	$31,213	2	Yes	0	7	Highly Urban/ Urban
3717	0	0.00000	0	47	0	14	$107,406	No		Yes	M	Masters		52	Commercial	$25,940	6	Panel Truck	no	$0	0	No	4	19	Highly Urban/ Urban
3719	1	4032.00000	0	27	1	11	$118,870	Yes	$0	z_No	M	Masters		33	Private	$32,880	6	Minivan	yes	$7,861	2	No	0	16	Highly Urban/ Urban
3720	0	0.00000	0	50	0	13	$43,128	No	$144,562	Yes	M	Bachelors	Professional	45	Private	$13,420	14	Minivan	yes	$0	0	No	0	11	z_Highly Rural/ Rural
3721	0	0.00000	0	43	0	10	$69,769	No	$235,716	z_No	z_F	Bachelors	Professional	37	Private	$5,800	4	Sports Car	no	$6,591	3	No	4	11	Highly Urban/ Urban
3722	0	0.00000	0	46	0	NA	$67,410	No	$210,755	Yes	z_F	Masters	Professional	31	Private	$30,350	3	Van	no	$0	0	No	0	22	Highly Urban/ Urban
3723	1	1870.00000	0	48	0	14	$64,798	No	$231,016	Yes	z_F	z_High School	z_Blue Collar	37	Commercial	$12,780	1	z_SUV	no	$5,244	1	No	5	10	Highly Urban/ Urban
3724	0	0.00000	0	44	3	15	$38,108	No	$196,692	Yes	M	<High School	Clerical	7	Private	$5,900	7	Pickup	yes	$40,943	2	Yes	0	5	Highly Urban/ Urban
3727	0	0.00000	0	46	0	12	$48,885	No		Yes	M	<High School	Clerical	52	Commercial	$17,570	6	Van	no	$37,412	2	Yes	1	1	z_Highly Rural/ Rural
3728	0	0.00000	1	63	1	15	$118,663	No	$317,637	Yes	z_F	Masters	Lawyer	54	Private	$19,670	7	z_SUV	no	$10,491	2	No	0	12	Highly Urban/ Urban
3729	0	0.00000	0	46	0	8		No	$380,430	Yes	z_F	Masters	Lawyer	49	Private	$24,520	6	Sports Car	no	$0	0	No	1	15	Highly Urban/ Urban
3730	0	0.00000	0	47	0	7	$22,213	No	$158,705	z_No	z_F	Bachelors	Home Maker	33	Private	$8,420	10	z_SUV	no	$0	0	No	3	1	z_Highly Rural/ Rural
3731	0	0.00000	0	44	0	11	$95,091	No		Yes	M	Bachelors	Manager	31	Commercial	$31,890	1	Panel Truck	no	$0	0	No	0	12	Highly Urban/ Urban
3732	0	0.00000	0	39	0	11	$14,782	No	$127,970	Yes	z_F	<High School	z_Blue Collar	48	Private	$5,080	13	Sports Car	no	$0	0	Yes	0	NA	z_Highly Rural/ Rural
3733	0	0.00000	0	55	0	0	$0	No	$101,007	Yes	z_F	<High School	Student	36	Private	$10,360	6	z_SUV	no	$0	0	No	3	7	z_Highly Rural/ Rural
3734	0	0.00000	0	46	0	14	$65,060	No	$206,130	Yes	M	Bachelors	Professional	39	Private	$12,610	4	Minivan	yes	$4,814	2	No	2	6	Highly Urban/ Urban
3735	1	2478.00000	0	58	0	13	$84,376	No	$279,277	Yes	M	Masters		30	Commercial	$22,620	6	Panel Truck	yes	$4,497	3	No	7	12	Highly Urban/ Urban
3736	1	5250.00000	0	52	0	9	$87,455	No	$247,728	Yes	z_F	Bachelors	Professional	11	Private	$26,010	7	Minivan	no	$0	0	No	0	7	Highly Urban/ Urban
3737	0	0.00000	0	46	0	12	$67,711	No	$0	z_No	z_F	Masters	Lawyer	5	Private	$18,080	7	z_SUV	no	$0	0	Yes	4	11	Highly Urban/ Urban
3738	1	5157.00000	0	49	0	0	$0	No	$0	Yes	M	z_High School	Student	28	Commercial	$14,900	1	Minivan	no	$0	0	Yes	2	11	Highly Urban/ Urban
3739	0	0.00000	0	28	0	11		No	$0	z_No	z_F	z_High School	z_Blue Collar	38	Commercial	$22,470	1	Minivan	no	$1,263	1	No	2	7	Highly Urban/ Urban
3740	0	0.00000	1	43	2	14	$94,682	No	$292,145	Yes	M	Bachelors	Manager	15	Private	$1,500	1	Minivan	yes	$0	0	No	0	11	Highly Urban/ Urban
3741	0	0.00000	0	38	2	8	$43,851	No	$135,243	Yes	z_F	z_High School	Clerical	25	Private	$9,690	1	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
3742	0	0.00000	0	36	1	0	$0	Yes		z_No	z_F	Bachelors	Student	64	Commercial	$13,880	1	z_SUV	no	$0	0	No	0	7	z_Highly Rural/ Rural
3743	0	0.00000	0	32	2	0	$0	No		Yes	z_F	Masters	Home Maker	66	Private	$7,100	4	Sports Car	no	$0	0	No	2	NA	z_Highly Rural/ Rural
3744	0	0.00000	0	42	0	12	$9,109	No	$103,306	Yes	z_F	Bachelors	Home Maker	25	Private	$15,840	10	z_SUV	no	$8,455	3	No	1	6	Highly Urban/ Urban
3745	0	0.00000	0	40	0	10	$74,871	No	$206,864	Yes	M	z_High School	z_Blue Collar	46	Commercial	$27,110	6	Panel Truck	no	$3,137	1	No	4	7	Highly Urban/ Urban
3746	0	0.00000	0	56	0	14	$54,286	No	$0	z_No	M	z_High School	z_Blue Collar	52	Commercial	$15,440	10	Minivan	yes	$6,417	1	No	0	1	Highly Urban/ Urban
3748	0	0.00000	1	44	3	12	$44,893	No	$222,835	Yes	z_F	z_High School	Clerical	58	Private	$26,670	1	Minivan	no	$0	0	No	2	14	z_Highly Rural/ Rural
3749	1	3336.00000	0	42	0	13		No	$123,721	Yes	M	<High School	Clerical	17	Private	$9,860	6	Pickup	yes	$0	0	No	0	7	Highly Urban/ Urban
3750	1	2541.00000	0	NA	2	0		Yes	$0	z_No	z_F	Bachelors	Home Maker	31	Private	$3,180	11	Sports Car	yes	$25,235	1	Yes	0	13	Highly Urban/ Urban
3751	0	0.00000	0	34	1	15	$50,401	No	$182,057	Yes	M	Masters	Lawyer	41	Private	$14,470	7	Minivan	yes	$7,006	1	No	6	NA	Highly Urban/ Urban
3752	1	1858.00000	0	27	1	10	$20,972	Yes	$0	z_No	z_F	Bachelors	Student	28	Commercial	$6,640	15	Sports Car	no	$7,186	3	No	2	8	Highly Urban/ Urban
3755	0	0.00000	0	49	0	8	$22,059	No		Yes	z_F	<High School	Clerical	24	Private	$9,340	13	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
3756	0	0.00000	0	53	0	14	$109,437	No	$333,093	Yes	M	PhD	Doctor	59	Private	$17,740	1	Van	yes	$0	0	No	0	3	Highly Urban/ Urban
3757	0	0.00000	2	42	3	18	$63,737	No	$182,220	Yes	z_F	<High School	Clerical	17	Private	$12,070	8	z_SUV	no	$0	0	No	0	5	z_Highly Rural/ Rural
3758	0	0.00000	0	54	0	10	$235,075	No	$565,122	z_No	z_F	PhD	Doctor	24	Private	$37,130	1	Pickup	no	$5,211	3	No	3	16	Highly Urban/ Urban
3759	1	2298.00000	0	33	0	5	$12,067	No	$119,691	Yes	z_F	<High School	Clerical	19	Private	$3,870	6	z_SUV	no	$3,608	4	No	5	1	Highly Urban/ Urban
3761	1	4390.00000	0	60	0	15	$1,007	No	$0	Yes	z_F	Bachelors	Student	24	Private	$10,800	6	z_SUV	no	$7,378	1	No	4	4	Highly Urban/ Urban
3762	0	0.00000	0	41	1	12	$218	Yes		z_No	z_F	z_High School	Student	34	Private	$15,370	9	z_SUV	no	$8,283	1	No	0	8	Highly Urban/ Urban
3764	0	0.00000	0	44	4	18	$96,210	No	$247,876	Yes	M	Masters		15	Commercial	$5,900	7	Pickup	yes	$0	0	No	0	16	Highly Urban/ Urban
3766	0	0.00000	0	51	0	13	$43,406	No	$151,929	Yes	z_F	<High School	z_Blue Collar	37	Private	$13,780	7	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
3767	0	0.00000	0	51	0	15	$92,962	No	$302,726	Yes	z_F	Masters	Lawyer	19	Private	$26,310	4	Minivan	no	$0	0	Yes	0	9	Highly Urban/ Urban
3768	0	0.00000	0	52	0	12	$50,853	No	$0	z_No	z_F	Masters	Professional	43	Private	$9,920	14	z_SUV	no	$0	0	No	0	19	Highly Urban/ Urban
3770	0	0.00000	0	44	0	NA	$108,375	No	$285,331	Yes	z_F	Bachelors	Professional	32	Private	$39,360	3	Minivan	no	$0	0	No	1	15	Highly Urban/ Urban
3772	1	6315.00000	0	47	0	14	$52,891	No	$232,693	Yes	z_F	z_High School	z_Blue Collar	44	Commercial	$6,200	1	z_SUV	no	$8,352	2	No	10	10	Highly Urban/ Urban
3773	0	0.00000	3	38	3	15	$27,419	No	$135,907	Yes	M	z_High School	z_Blue Collar	35	Commercial	$9,790	5	Pickup	no	$0	0	No	4	4	z_Highly Rural/ Rural
3774	0	0.00000	0	48	0	13	$43,136	No	$175,406	Yes	z_F	Masters	Home Maker	17	Private	$10,610	1	z_SUV	no	$865	2	No	7	16	Highly Urban/ Urban
3775	0	0.00000	0	51	0	12	$30,969	No	$181,779	Yes	M	z_High School	Clerical	40	Commercial	$9,700	13	Pickup	yes	$0	0	No	3	8	Highly Urban/ Urban
3776	0	0.00000	0	51	0	0		No	$0	Yes	M	Bachelors	Student	18	Private	$1,500	10	Minivan	no	$0	0	No	2	13	z_Highly Rural/ Rural
3777	1	4905.00000	2	45	2	10	$75,209	Yes	$0	z_No	M	Masters	Lawyer	37	Private	$15,480	1	Minivan	yes	$0	0	No	5	14	Highly Urban/ Urban
3778	0	0.00000	0	48	0	14	$43,996	No	$210,809	Yes	M	<High School	Clerical	38	Commercial	$29,980	1	Panel Truck	yes	$0	0	No	0	1	Highly Urban/ Urban
3779	0	0.00000	0	42	0	7	$70,141	No	$237,130	Yes	M	<High School	z_Blue Collar	63	Private	$9,110	4	Pickup	yes	$1,744	2	No	0	6	Highly Urban/ Urban
3780	0	0.00000	0	47	0	11	$25,674	No	$151,714	Yes	M	<High School	z_Blue Collar	46	Private	$10,020	4	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
3781	1	2856.00000	0	61	0	3	$23,111	No	$198,141	z_No	z_F	z_High School	Clerical	40	Private	$11,380	1	Sports Car	no	$0	0	No	5	1	Highly Urban/ Urban
3782	0	0.00000	0	49	0	14	$57,070	No	$135,174	Yes	M	z_High School	Clerical	44	Private	$16,170	10	Minivan	yes	$0	0	No	3	7	Highly Urban/ Urban
3783	0	0.00000	0	46	0	8	$5,740	No	$0	z_No	z_F	PhD	Manager	19	Private	$24,480	4	Minivan	no	$13,665	2	No	4	16	Highly Urban/ Urban
3785	0	0.00000	1	32	2	11	$26,933	No	$141,200	Yes	z_F	<High School	Clerical	37	Private	$8,040	10	z_SUV	no	$23,659	1	Yes	3	1	z_Highly Rural/ Rural
3786	0	0.00000	0	46	1	9	$49,680	Yes	$228,046	z_No	M	Bachelors	z_Blue Collar	50	Commercial	$26,440	7	Panel Truck	no	$0	0	No	1	5	Highly Urban/ Urban
3788	0	0.00000	0	40	2	1	$50,298	No	$152,956	Yes	z_F	<High School	z_Blue Collar	20	Private	$5,500	1	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
3789	1	7865.00000	3	43	4	10	$71,905	Yes	$191,685	z_No	z_F	z_High School	z_Blue Collar	19	Commercial	$19,810	10	Pickup	no	$0	0	Yes	1	8	Highly Urban/ Urban
3790	1	1718.00000	0	32	4	0	$0	Yes	$0	z_No	z_F	z_High School	Student	15	Commercial	$20,430	4	Sports Car	no	$0	0	No	1	1	Highly Urban/ Urban
3791	0	0.00000	0	32	2	13	$8,404	No	$78,995	Yes	z_F	<High School	Clerical	46	Private	$25,390	10	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
3792	0	0.00000	0	48	0	10	$83,419	No	$220,207	z_No	M	Masters	Manager	38	Private	$15,570	11	Minivan	yes	$0	0	No	2	18	Highly Urban/ Urban
3793	0	0.00000	0	37	1	11	$11,629	No	$0	Yes	z_F	z_High School	Student	16	Commercial	$6,360	7	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
3795	1	2357.00000	0	32	2	11	$21,357	Yes	$0	z_No	M	<High School	Clerical	48	Private	$3,640	3	Minivan	yes	$8,037	2	No	7	1	Highly Urban/ Urban
3797	0	0.00000	0	35	0	12	$104,948	No	$317,002	Yes	z_F	Bachelors	Manager	40	Private	$18,360	1	Pickup	no	$15,821	1	No	6	1	Highly Urban/ Urban
3799	0	0.00000	0	51	0	9	$72,961	No	$0	z_No	z_F	Bachelors	Manager	34	Private	$15,740	7	Sports Car	no	$0	0	Yes	0	11	Highly Urban/ Urban
3800	1	5900.00000	0	41	0	13	$57,615	No	$181,310	Yes	M	Bachelors	z_Blue Collar	37	Commercial	$11,360	1	Pickup	yes	$0	0	No	6	9	Highly Urban/ Urban
3801	0	0.00000	0	40	0	12	$20,574	No	$0	z_No	z_F	z_High School	Clerical	41	Private	$21,440	10	z_SUV	no	$27,094	3	Yes	6	6	Highly Urban/ Urban
3802	0	0.00000	1	36	2	0	$0	No	$53,476	Yes	z_F	z_High School	Home Maker	87	Private	$10,430	1	Minivan	no	$0	0	No	1	NA	z_Highly Rural/ Rural
3803	0	0.00000	0	49	0	0	$0	No	$0	Yes	z_F	Bachelors	Student	31	Private	$10,930	11	z_SUV	no	$0	0	No	0	16	z_Highly Rural/ Rural
3804	0	0.00000	0	49	0	0	$0	No	$100,880	Yes	z_F	Masters	Home Maker	34	Private	$7,440	3	z_SUV	no	$6,711	2	No	2	10	Highly Urban/ Urban
3805	0	0.00000	0	39	3	9	$45,789	Yes	$0	z_No	M	Bachelors	Manager	25	Private	$9,980	9	Pickup	yes	$0	0	No	0	10	Highly Urban/ Urban
3806	0	0.00000	0	28	3	9	$94,863	Yes	$269,454	z_No	z_F	Bachelors	Professional	5	Private	$13,790	4	Pickup	no	$0	0	No	4	4	Highly Urban/ Urban
3807	1	3642.00000	1	45	2	8	$48,819	No	$198,108	Yes	z_F	Bachelors	z_Blue Collar	17	Commercial	$19,880	1	Sports Car	no	$0	0	Yes	0	13	Highly Urban/ Urban
3808	0	0.00000	0	46	0	10		No	$288,592	Yes	M	Masters	Lawyer	7	Private	$15,920	1	Minivan	no	$0	0	No	1	15	Highly Urban/ Urban
3810	0	0.00000	2	60	3	13	$8,855	No	$123,071	Yes	z_F	<High School	Clerical	58	Private	$3,330	10	z_SUV	no	$22,248	2	No	0	NA	z_Highly Rural/ Rural
3811	0	0.00000	1	40	3	10	$80,052	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	22	Commercial	$13,510	1	Minivan	no	$0	0	No	0	9	z_Highly Rural/ Rural
3813	1	1143.85485	0	43	0	11		No	$209,570	Yes	z_F	z_High School	z_Blue Collar	32	Commercial	$5,800	1	Sports Car	no	$2,768	3	No	7	1	Highly Urban/ Urban
3814	0	0.00000	0	46	0	13	$66,030	No	$211,063	Yes	M	Bachelors	z_Blue Collar	35	Commercial	$20,110	1	Van	no	$0	0	No	4	NA	Highly Urban/ Urban
3815	1	3752.00000	0	57	3	19	$95,811	Yes	$0	z_No	M	Masters		29	Commercial	$21,100	1	Van	yes	$0	0	No	2	17	Highly Urban/ Urban
3816	1	45987.12316	0	45	0	14	$35,403	No	$184,059	Yes	z_F	<High School	z_Blue Collar	44	Private	$9,540	10	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
3817	0	0.00000	0	45	0	11	$80,601	No	$0	z_No	z_F	Bachelors	Professional	54	Private	$15,170	6	z_SUV	no	$9,448	4	No	4	1	Highly Urban/ Urban
3818	0	0.00000	0	44	2	13	$10,638	No		Yes	M	<High School	Clerical	45	Private	$18,540	6	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
3820	1	878.00000	0	47	0	11	$85,729	No	$254,068	Yes	z_F	Bachelors	Professional	33	Private	$10,550	4	z_SUV	no	$6,730	2	No	0	16	Highly Urban/ Urban
3821	0	0.00000	0	40	3	10	$15,519	Yes	$158,830	z_No	M	<High School	Clerical	22	Private	$7,050	6	Pickup	no	$0	0	No	3	1	z_Highly Rural/ Rural
3822	0	0.00000	0	33	1	0	$0	No	$0	Yes	z_F	z_High School	Home Maker	28	Private	$18,960	1	Minivan	no	$0	0	No	3	10	z_Highly Rural/ Rural
3823	1	7628.00000	2	39	2	13	$25,444	Yes	$0	z_No	M	z_High School	Clerical	5	Commercial	$11,950	10	Pickup	no	$0	0	No	5	1	Highly Urban/ Urban
3824	0	0.00000	0	35	0	12	$98,324	No	$280,336	Yes	z_F	z_High School	z_Blue Collar	35	Commercial	$5,000	11	Sports Car	no	$0	0	No	2	7	Highly Urban/ Urban
3825	1	4036.00000	0	31	1	3	$19,230	Yes	$0	z_No	z_F	Bachelors	Student	31	Commercial	$18,250	6	z_SUV	no	$2,039	2	No	1	9	Highly Urban/ Urban
3826	0	0.00000	1	42	2	14	$11,617	No	$151,370	Yes	z_F	z_High School	Student	33	Private	$14,650	6	Minivan	no	$46,600	4	Yes	0	1	Highly Urban/ Urban
3827	0	0.00000	0	55	0	13	$137,657	No		z_No	M	Masters		39	Commercial	$26,500	1	Panel Truck	no	$6,264	3	No	0	5	Highly Urban/ Urban
3829	0	0.00000	0	39	0	9		No	$279,728	z_No	z_F	Masters	Lawyer	26	Private	$16,270	6	Minivan	no	$3,280	1	No	4	17	Highly Urban/ Urban
3830	1	5059.00000	0	34	3	15	$42,284	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	37	Commercial	$9,130	4	z_SUV	no	$3,922	1	No	0	7	Highly Urban/ Urban
3832	0	0.00000	0	60	0	13	$58,463	No	$253,026	Yes	M	Bachelors	Professional	12	Private	$17,550	1	Minivan	yes	$0	0	No	1	11	z_Highly Rural/ Rural
3834	0	0.00000	0	31	0	8	$23,533	No	$115,964	z_No	M	<High School	Clerical	57	Commercial	$12,200	11	Pickup	yes	$6,931	3	No	4	7	z_Highly Rural/ Rural
3835	1	991.08188	3	43	3	0	$0	No	$0	Yes	M	z_High School	Student	47	Private	$5,800	3	Pickup	yes	$5,820	3	No	6	1	Highly Urban/ Urban
3836	0	0.00000	0	44	0	11	$181,640	No	$462,793	Yes	z_F	PhD	Doctor	5	Private	$5,900	16	Sports Car	no	$0	0	No	0	NA	Highly Urban/ Urban
3838	0	0.00000	0	55	0	13	$46,227	No	$222,674	Yes	z_F	z_High School	z_Blue Collar	42	Private	$22,930	6	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
3840	1	4080.00000	0	40	0	12	$37,128	No	$175,125	Yes	M	z_High School	Professional	52	Private	$14,620	6	Minivan	no	$4,728	3	No	0	8	Highly Urban/ Urban
3841	0	0.00000	0	38	1	11	$112,581	No	$303,728	Yes	z_F	Masters	Manager	31	Private	$16,560	6	Sports Car	no	$33,656	2	No	0	1	Highly Urban/ Urban
3842	0	0.00000	2	45	2	17	$34,890	No	$168,229	Yes	M	z_High School	Clerical	42	Private	$11,660	3	Minivan	no	$27,896	3	No	2	1	Highly Urban/ Urban
3844	0	0.00000	0	40	0	10	$40,956	No	$205,669	Yes	z_F	z_High School	Student	37	Private	$9,600	11	Minivan	no	$3,374	3	No	5	11	Highly Urban/ Urban
3845	0	0.00000	0	46	0	NA	$175,117	No		z_No	M	Masters	Manager	28	Commercial	$28,950	4	Panel Truck	yes	$0	0	No	0	16	Highly Urban/ Urban
3847	0	0.00000	0	23	2	0	$0	No	$0	Yes	z_F	<High School	Student	29	Private	$3,800	6	z_SUV	yes	$7,705	4	No	0	5	z_Highly Rural/ Rural
3848	0	0.00000	0	38	0	12	$103,323	No	$312,217	z_No	M	Masters	Lawyer	44	Private	$15,630	1	Minivan	no	$0	0	No	0	11	Highly Urban/ Urban
3849	0	0.00000	0	46	0	10	$256,870	No	$0	z_No	M	PhD		9	Commercial	$48,620	13	Panel Truck	no	$0	0	No	0	16	Highly Urban/ Urban
3850	0	0.00000	0	59	0	14	$89,636	No	$256,374	Yes	z_F	Bachelors	Professional	44	Private	$16,360	6	Sports Car	no	$0	0	No	2	13	z_Highly Rural/ Rural
3851	1	2240.00000	0	44	3	11	$70,452	Yes	$0	z_No	z_F	z_High School	Clerical	33	Private	$12,950	1	z_SUV	no	$0	0	Yes	3	1	Highly Urban/ Urban
3852	1	4104.00000	0	60	0	12	$249,589	No	$559,258	z_No	z_F	PhD		41	Commercial	$62,240	3	Panel Truck	no	$0	0	No	0	14	Highly Urban/ Urban
3853	0	0.00000	0	53	0	NA	$95,044	No	$264,753	Yes	z_F	PhD		13	Commercial	$32,890	6	Pickup	no	$0	0	No	0	20	Highly Urban/ Urban
3855	0	0.00000	0	30	1	10	$17,455	Yes	$140,978	z_No	z_F	<High School	z_Blue Collar	50	Private	$12,490	6	z_SUV	no	$0	0	No	1	6	z_Highly Rural/ Rural
3856	0	0.00000	0	65	0	15	$64,980	No	$240,241	Yes	M	Masters	Professional	20	Private	$10,950	1	Sports Car	yes	$5,914	3	No	4	19	Highly Urban/ Urban
3857	1	6916.00000	0	44	0	NA	$219,768	No	$0	z_No	M	PhD		40	Commercial	$29,100	1	Panel Truck	yes	$3,348	2	No	5	19	Highly Urban/ Urban
3858	1	4522.00000	0	35	2	13	$58,228	Yes	$0	z_No	z_F	z_High School	Professional	30	Private	$12,460	4	Minivan	no	$0	0	No	0	7	Highly Urban/ Urban
3859	0	0.00000	1	39	2	14	$36,532	No	$136,701	Yes	M	<High School	Clerical	32	Private	$5,150	1	Pickup	no	$0	0	No	4	NA	Highly Urban/ Urban
3860	0	0.00000	0	46	0	8	$39,238	No	$180,762	Yes	M	Bachelors	Clerical	39	Commercial	$11,570	6	Pickup	yes	$0	0	No	0	12	Highly Urban/ Urban
3862	1	3694.00000	0	44	0	13	$21,789	No	$0	z_No	z_F	z_High School	Professional	35	Private	$17,930	6	z_SUV	no	$4,824	2	No	0	NA	Highly Urban/ Urban
3863	1	7205.00000	0	40	3	14	$18,886	No	$148,097	Yes	z_F	<High School	Home Maker	26	Private	$7,390	11	Sports Car	no	$0	0	No	2	6	Highly Urban/ Urban
3865	0	0.00000	0	57	0	11	$186,610	No	$508,282	Yes	z_F	PhD	Doctor	39	Private	$12,800	1	Minivan	no	$0	0	No	0	18	Highly Urban/ Urban
3866	0	0.00000	0	30	0	9	$31,374	No	$0	z_No	z_F	z_High School	Clerical	54	Commercial	$32,820	1	Van	no	$0	0	Yes	0	1	z_Highly Rural/ Rural
3867	1	2870.00000	0	57	2	17	$76,123	No	$287,747	Yes	z_F	z_High School	z_Blue Collar	28	Commercial	$14,810	1	z_SUV	no	$0	0	Yes	0	8	Highly Urban/ Urban
3871	0	0.00000	2	45	2	11	$102,264	Yes	$0	z_No	z_F	Bachelors	Professional	14	Private	$16,230	3	Minivan	no	$8,132	2	No	3	7	Highly Urban/ Urban
3872	0	0.00000	0	49	0	7	$226,422	No	$550,607	Yes	M	PhD	Manager	52	Commercial	$29,040	6	Panel Truck	no	$0	0	Yes	0	9	Highly Urban/ Urban
3873	0	0.00000	0	30	2	12	$61,164	No	$196,346	Yes	z_F	z_High School	z_Blue Collar	47	Private	$21,410	4	z_SUV	no	$0	0	Yes	0	10	z_Highly Rural/ Rural
3874	0	0.00000	0	41	2	13	$50,542	No	$197,090	Yes	z_F	z_High School	z_Blue Collar	37	Commercial	$29,870	17	Minivan	no	$40,450	2	Yes	0	1	Highly Urban/ Urban
3875	0	0.00000	0	49	0	12	$116,040	No	$274,423	Yes	z_F	Bachelors	Professional	52	Commercial	$28,850	1	Pickup	no	$0	0	No	1	13	Highly Urban/ Urban
3876	0	0.00000	0	50	0	3	$87,719	No	$0	z_No	M	Bachelors	z_Blue Collar	20	Commercial	$15,360	4	Minivan	no	$0	0	No	0	NA	Highly Urban/ Urban
3877	0	0.00000	0	51	1	11	$66,501	No	$197,809	Yes	z_F	Bachelors	Professional	42	Commercial	$13,250	1	Pickup	no	$7,049	2	No	7	14	Highly Urban/ Urban
3878	0	0.00000	0	53	0	13	$95,455	No	$0	z_No	z_F	Bachelors	Professional	5	Private	$18,550	13	Minivan	no	$9,969	1	No	0	8	Highly Urban/ Urban
3879	0	0.00000	2	40	3	0	$0	Yes	$66,506	z_No	z_F	<High School	Home Maker	38	Private	$2,670	1	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
3880	1	4447.00000	0	61	0	9	$59,563	No	$233,352	Yes	M	Bachelors	Professional	18	Private	$9,470	6	z_SUV	yes	$35,070	2	Yes	0	11	Highly Urban/ Urban
3881	0	0.00000	0	52	0	11	$63,967	No	$246,870	z_No	M	Bachelors	Manager	38	Commercial	$20,630	6	Van	yes	$2,088	4	No	3	9	Highly Urban/ Urban
3882	0	0.00000	0	41	0	NA	$27,907	No	$152,144	z_No	z_F	z_High School	Home Maker	40	Private	$14,500	7	Minivan	no	$0	0	No	0	6	z_Highly Rural/ Rural
3884	0	0.00000	0	42	2	NA	$80,054	Yes	$0	z_No	z_F	z_High School	Professional	5	Private	$11,110	1	z_SUV	no	$0	0	No	1	10	z_Highly Rural/ Rural
3885	1	1937.00000	0	51	0	11	$52,967	No	$0	z_No	z_F	z_High School	z_Blue Collar	11	Commercial	$11,900	7	z_SUV	no	$0	0	Yes	1	1	Highly Urban/ Urban
3887	0	0.00000	0	54	0	8	$77,051	No	$0	z_No	M	Bachelors	z_Blue Collar	11	Commercial	$14,610	10	Minivan	yes	$0	0	No	0	NA	Highly Urban/ Urban
3888	0	0.00000	0	59	0	14		No	$268,617	Yes	M	PhD	Manager	35	Commercial	$18,560	1	Van	yes	$0	0	No	1	14	Highly Urban/ Urban
3890	0	0.00000	0	40	0	0	$0	No	$0	Yes	M	z_High School	Student	27	Private	$8,380	7	Pickup	yes	$1,343	1	No	1	1	Highly Urban/ Urban
3891	0	0.00000	0	39	3	NA	$11,009	Yes	$0	z_No	z_F	<High School	Clerical	41	Private	$6,500	10	z_SUV	no	$0	0	Yes	0	NA	z_Highly Rural/ Rural
3892	0	0.00000	0	53	0	0	$0	No	$66,839	Yes	z_F	z_High School	Home Maker	6	Private	$15,440	9	z_SUV	no	$47,414	1	Yes	0	1	Highly Urban/ Urban
3893	0	0.00000	0	46	0	12	$51,225	No	$129,042	z_No	z_F	z_High School	Clerical	48	Private	$19,280	4	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
3895	0	0.00000	0	30	2	NA	$134,792	Yes	$304,438	z_No	z_F	Bachelors	z_Blue Collar	28	Commercial	$23,840	4	z_SUV	no	$0	0	Yes	0	9	Highly Urban/ Urban
3896	0	0.00000	0	37	2	9	$30,287	No	$174,483	Yes	z_F	z_High School	z_Blue Collar	31	Commercial	$17,580	1	z_SUV	no	$10,205	2	No	2	1	Highly Urban/ Urban
3897	0	0.00000	0	35	0	4	$60,075	No	$184,673	z_No	z_F	Masters	Lawyer	16	Private	$7,510	10	Sports Car	no	$51,593	1	Yes	3	18	Highly Urban/ Urban
3898	1	2040.00000	1	42	1	11	$52,898	Yes	$0	z_No	M	z_High School	z_Blue Collar	19	Commercial	$26,620	1	Panel Truck	yes	$3,950	3	No	6	1	Highly Urban/ Urban
3899	0	0.00000	0	56	0	NA	$44,259	No	$183,641	Yes	z_F	Masters	Lawyer	27	Private	$11,530	10	z_SUV	no	$0	0	No	0	11	z_Highly Rural/ Rural
3900	0	0.00000	0	58	0	13	$69,214	No	$225,537	Yes	z_F	PhD	Home Maker	43	Commercial	$33,750	6	Panel Truck	no	$6,016	1	No	5	18	Highly Urban/ Urban
3901	0	0.00000	0	50	0	12	$107,047	No	$290,830	z_No	z_F	Bachelors	Manager	27	Private	$19,650	4	Sports Car	no	$0	0	No	0	14	Highly Urban/ Urban
3902	0	0.00000	0	46	0	11	$16,369	No	$129,084	z_No	z_F	z_High School	Home Maker	22	Private	$7,740	6	Sports Car	no	$0	0	No	0	9	z_Highly Rural/ Rural
3903	0	0.00000	0	56	0	12	$97,775	No	$325,479	Yes	z_F	Masters	Lawyer	38	Private	$22,450	3	Pickup	no	$0	0	No	0	NA	Highly Urban/ Urban
3904	0	0.00000	0	39	0	13	$36,241	No	$167,608	Yes	M	Bachelors	Manager	23	Private	$9,780	4	Pickup	yes	$4,253	2	No	0	1	Highly Urban/ Urban
3905	0	0.00000	0	41	2	12	$1,954	No	$98,325	Yes	z_F	<High School	Home Maker	69	Private	$5,800	1	Sports Car	no	$0	0	No	4	3	Highly Urban/ Urban
3906	0	0.00000	0	46	0	11	$26,601	No	$130,121	Yes	z_F	z_High School	Clerical	32	Private	$21,620	1	Minivan	no	$0	0	No	1	1	z_Highly Rural/ Rural
3908	1	6570.44729	0	43	0	13	$67,891	No	$199,571	Yes	z_F	Masters	Manager	22	Private	$8,290	1	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
3909	1	3294.00000	2	57	2	9	$9,763	Yes	$146,670	z_No	z_F	z_High School	Home Maker	21	Private	$7,200	1	z_SUV	no	$0	0	No	0	NA	Highly Urban/ Urban
3911	0	0.00000	0	48	0	11	$82,709	No	$0	z_No	z_F	Masters	Manager	39	Commercial	$23,510	1	Pickup	no	$0	0	No	0	16	Highly Urban/ Urban
3912	1	14385.98987	0	34	1	0	$0	No		Yes	z_F	z_High School	Student	36	Commercial	$22,160	6	z_SUV	no	$11,132	2	No	0	8	Highly Urban/ Urban
3915	0	0.00000	0	39	0	11	$93,612	No	$268,445	Yes	M	Bachelors	z_Blue Collar	34	Commercial	$17,820	1	Minivan	yes	$7,905	1	No	6	13	Highly Urban/ Urban
3916	0	0.00000	0	50	0	14	$26,537	No	$163,884	Yes	M	Masters		36	Commercial	$10,300	15	Pickup	no	$0	0	No	1	18	Highly Urban/ Urban
3917	0	0.00000	0	52	0	12	$91,300	No	$294,883	Yes	M	PhD	Manager	9	Commercial	$10,110	10	Pickup	no	$0	0	No	0	4	Highly Urban/ Urban
3918	0	0.00000	0	39	0	12		No	$233,181	Yes	z_F	PhD	Manager	6	Private	$9,800	7	z_SUV	no	$0	0	No	0	10	Highly Urban/ Urban
3919	0	0.00000	0	48	0	13	$31,114	No	$144,375	Yes	M	Masters	Lawyer	22	Private	$7,500	1	Pickup	no	$0	0	No	0	NA	Highly Urban/ Urban
3920	0	0.00000	0	33	3	8	$31,530	Yes	$0	z_No	z_F	z_High School	Clerical	43	Private	$9,620	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
3922	1	3040.00000	0	44	0	5	$51,172	No	$177,812	Yes	z_F	Bachelors	Professional	52	Private	$14,870	7	z_SUV	no	$5,817	2	No	2	9	Highly Urban/ Urban
3924	0	0.00000	0	27	3	12	$19,255	Yes	$121,206	z_No	z_F	<High School	Home Maker	45	Private	$3,680	7	z_SUV	no	$0	0	No	1	6	Highly Urban/ Urban
3925	0	0.00000	0	41	3	0	$0	No	$0	Yes	z_F	<High School	Student	34	Private	$5,600	4	z_SUV	no	$9,715	1	No	7	1	Highly Urban/ Urban
3926	0	0.00000	0	49	0	8	$47,965	No	$160,049	Yes	M	Bachelors	Professional	41	Private	$13,410	4	Minivan	yes	$11,389	4	No	4	14	Highly Urban/ Urban
3927	0	0.00000	0	49	0	5	$38,170	No	$0	z_No	z_F	Masters	Lawyer	28	Private	$6,650	6	z_SUV	no	$0	0	No	0	16	Highly Urban/ Urban
3928	0	0.00000	0	54	0	12	$84,096	No	$0	z_No	M	Masters	Lawyer	31	Private	$20,820	11	Minivan	yes	$6,987	2	No	4	16	Highly Urban/ Urban
3930	0	0.00000	2	38	2	0	$0	Yes	$0	z_No	z_F	Bachelors	Student	13	Private	$5,300	1	z_SUV	no	$6,815	1	No	3	13	z_Highly Rural/ Rural
3933	0	0.00000	0	46	0	8	$66,251	No	$217,701	Yes	z_F	z_High School	z_Blue Collar	44	Commercial	$25,850	1	Minivan	no	$0	0	No	2	5	z_Highly Rural/ Rural
3934	1	2932.00000	0	37	0	11	$27,509	No	$0	z_No	M	<High School	z_Blue Collar	38	Commercial	$22,610	10	Panel Truck	no	$812	1	No	10	1	Highly Urban/ Urban
3935	0	0.00000	0	45	2	NA	$77,203	Yes	$0	z_No	z_F	Bachelors	Professional	30	Private	$16,540	10	z_SUV	no	$3,901	2	No	7	7	Highly Urban/ Urban
3936	0	0.00000	0	40	0	10	$133,623	No	$328,267	Yes	M	PhD	Lawyer	40	Private	$16,030	6	Minivan	no	$0	0	No	1	1	Highly Urban/ Urban
3938	0	0.00000	0	51	0	7	$13,659	No	$0	z_No	M	<High School	Clerical	30	Commercial	$8,150	13	Pickup	no	$0	0	No	0	1	z_Highly Rural/ Rural
3939	1	3531.00000	0	46	0	8	$35,995	No	$0	z_No	M	Masters	Professional	58	Commercial	$5,100	1	Pickup	no	$0	0	Yes	0	12	Highly Urban/ Urban
3940	1	3373.00000	0	24	1	10	$5,427	No	$0	Yes	M	z_High School	Student	23	Commercial	$24,630	7	Panel Truck	yes	$24,546	1	Yes	11	5	Highly Urban/ Urban
3941	0	0.00000	1	41	2	13	$43,704	No	$122,066	Yes	M	Bachelors	Clerical	20	Private	$14,390	1	Minivan	yes	$3,482	2	No	0	13	Highly Urban/ Urban
3942	0	0.00000	0	44	0	12	$151,991	No	$409,512	z_No	z_F	PhD	Doctor	25	Private	$25,770	4	z_SUV	no	$0	0	No	2	6	Highly Urban/ Urban
3944	1	4759.00000	0	35	3	8		No	$95,898	Yes	M	<High School	Student	53	Commercial	$24,050	6	Panel Truck	yes	$0	0	No	0	1	Highly Urban/ Urban
3945	0	0.00000	0	63	0	9	$87,516	No	$289,088	Yes	M	Masters	Professional	37	Commercial	$25,540	6	Pickup	yes	$720	2	No	0	14	Highly Urban/ Urban
3946	1	3604.00000	0	63	0	0	$0	No	$111,129	Yes	z_F	PhD	Home Maker	33	Private	$7,800	6	Sports Car	no	$6,181	2	No	1	15	Highly Urban/ Urban
3947	0	0.00000	1	42	2	15	$30,939	No	$153,954	Yes	M	z_High School	Home Maker	33	Commercial	$8,790	17	Pickup	yes	$5,192	3	No	5	1	Highly Urban/ Urban
3948	1	4496.00000	0	49	0	11	$99,488	No	$0	z_No	M	Masters	Lawyer	56	Private	$16,350	3	Van	no	$8,692	2	No	11	16	Highly Urban/ Urban
3949	0	0.00000	0	50	0	12	$14,600	No	$117,538	Yes	z_F	z_High School	Home Maker	75	Private	$17,360	1	Minivan	no	$0	0	No	2	1	z_Highly Rural/ Rural
3950	1	8192.63633	0	41	0	0	$0	No	$0	z_No	z_F	z_High School	Student	13	Commercial	$5,600	8	z_SUV	no	$0	0	No	0	NA	Highly Urban/ Urban
3951	0	0.00000	0	61	0	6	$46,826	No	$178,836	z_No	z_F	Masters	Lawyer	19	Private	$23,880	10	z_SUV	no	$1,776	3	No	4	16	Highly Urban/ Urban
3952	0	0.00000	1	40	4	16	$138,736	Yes	$0	z_No	M	Bachelors	Manager	20	Private	$19,370	10	Van	no	$5,375	2	No	7	14	Highly Urban/ Urban
3953	0	0.00000	0	52	0	6	$21,802	No	$0	z_No	z_F	<High School	Clerical	56	Private	$8,880	3	z_SUV	no	$0	0	No	1	5	z_Highly Rural/ Rural
3954	0	0.00000	0	53	0	14	$66,062	No	$217,993	Yes	M	Bachelors	Manager	36	Commercial	$32,400	1	Panel Truck	yes	$0	0	No	0	9	Highly Urban/ Urban
3955	0	0.00000	0	35	0	8	$17,569	No	$103,278	Yes	z_F	<High School	Clerical	58	Private	$6,760	6	Sports Car	no	$0	0	No	0	NA	z_Highly Rural/ Rural
3958	0	0.00000	0	50	0	14	$81,493	No		Yes	M	Bachelors	z_Blue Collar	44	Commercial	$15,600	1	Minivan	yes	$1,833	1	No	6	7	Highly Urban/ Urban
3959	0	0.00000	0	48	0	10	$58,368	No		z_No	z_F	z_High School	Professional	30	Private	$10,420	1	z_SUV	no	$506	2	No	2	4	Highly Urban/ Urban
3960	0	0.00000	0	33	1	15	$72,731	No	$286,643	Yes	z_F	Bachelors	Manager	28	Private	$12,070	7	Minivan	no	$0	0	No	1	10	Highly Urban/ Urban
3962	1	5257.00000	0	29	1	11	$72,438	Yes	$0	z_No	M	Bachelors	Professional	16	Commercial	$25,450	3	Panel Truck	yes	$22,443	1	Yes	0	NA	Highly Urban/ Urban
3963	0	0.00000	0	47	0	NA	$133,675	No	$0	z_No	z_F	Masters	Lawyer	32	Private	$2,840	4	Sports Car	no	$0	0	No	0	7	Highly Urban/ Urban
3964	1	2956.00000	0	45	0	0	$0	No	$108,137	Yes	z_F	z_High School	Home Maker	50	Private	$12,140	1	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
3965	0	0.00000	0	38	0	14	$68,328	No	$0	z_No	M	Bachelors	Professional	50	Private	$8,010	6	Minivan	yes	$1,011	2	No	5	15	Highly Urban/ Urban
3966	0	0.00000	0	30	0	10	$74,725	No	$0	z_No	M	Bachelors	Manager	38	Private	$11,970	13	Pickup	no	$5,891	5	No	4	10	Highly Urban/ Urban
3967	0	0.00000	0	42	0	11	$14,795	No	$106,253	Yes	M	Bachelors	Professional	36	Commercial	$7,180	16	Pickup	yes	$0	0	No	3	13	z_Highly Rural/ Rural
3968	1	2432.00000	0	64	0	5	$46,598	No	$180,231	z_No	z_F	Masters	Lawyer	27	Private	$12,560	4	Sports Car	no	$0	0	No	3	1	Highly Urban/ Urban
3969	0	0.00000	1	44	3	12	$179,607	No	$449,065	Yes	M	PhD		27	Commercial	$29,390	1	Panel Truck	no	$0	0	No	0	20	Highly Urban/ Urban
3970	0	0.00000	1	45	1	11	$78,599	Yes	$255,423	z_No	z_F	Bachelors	z_Blue Collar	23	Commercial	$1,500	4	Sports Car	no	$7,579	2	No	5	6	Highly Urban/ Urban
3972	1	5899.00000	0	43	0	0	$0	No	$76,613	z_No	z_F	<High School	Home Maker	45	Private	$5,800	7	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
3973	1	2392.00000	3	43	4	13	$42,554	Yes	$0	z_No	z_F	<High School	Clerical	22	Private	$10,060	6	z_SUV	no	$27,746	4	Yes	2	7	Highly Urban/ Urban
3974	1	3127.00000	0	48	0	11	$106,668	No	$247,751	Yes	M	Bachelors	Professional	29	Private	$16,970	8	Van	no	$0	0	No	0	9	Highly Urban/ Urban
3975	0	0.00000	0	45	0	13	$226,674	No	$0	z_No	M	PhD		23	Commercial	$28,670	1	Panel Truck	no	$10,474	1	No	0	NA	Highly Urban/ Urban
3976	0	0.00000	0	33	1	11	$46,376	No	$189,029	Yes	M	z_High School	z_Blue Collar	16	Commercial	$11,040	1	Minivan	no	$0	0	No	0	6	z_Highly Rural/ Rural
3977	0	0.00000	0	54	0	12	$133,408	No	$342,194	Yes	M	PhD		30	Commercial	$36,030	1	Panel Truck	yes	$0	0	No	1	20	Highly Urban/ Urban
3978	0	0.00000	0	54	0	0	$0	No	$0	Yes	z_F	z_High School	Student	29	Private	$1,500	4	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
3979	0	0.00000	0	26	0	0	$0	No	$51,796	z_No	z_F	<High School	Home Maker	22	Private	$1,500	4	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
3980	0	0.00000	0	50	0	13	$43,218	No	$192,238	Yes	M	Masters	Lawyer	14	Private	$16,200	10	Minivan	no	$0	0	Yes	4	17	Highly Urban/ Urban
3981	0	0.00000	0	36	0	11	$25,087	No	$172,361	Yes	M	z_High School	Clerical	51	Private	$13,120	1	Minivan	no	$0	0	No	1	8	Highly Urban/ Urban
3982	0	0.00000	0	38	0	13	$92,395	No	$0	z_No	z_F	Bachelors	Professional	61	Private	$22,780	4	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
3983	1	868.00000	0	38	0	0	$0	No	$0	z_No	M	Bachelors	Home Maker	75	Commercial	$6,570	4	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
3984	0	0.00000	0	30	1	10		Yes	$0	z_No	M	z_High School	Clerical	43	Commercial	$21,230	7	Van	yes	$0	0	No	0	1	Highly Urban/ Urban
3985	0	0.00000	0	45	0	13	$86,603	No	$0	z_No	z_F	Bachelors	z_Blue Collar	57	Commercial	$18,750	6	z_SUV	no	$0	0	No	1	7	z_Highly Rural/ Rural
3986	0	0.00000	0	36	0	8	$78,948	No	$194,294	z_No	M	Masters	Lawyer	60	Private	$12,990	13	Minivan	no	$39,424	3	Yes	5	9	Highly Urban/ Urban
3987	0	0.00000	0	55	0	13	$113,700	No	$354,191	z_No	z_F	Bachelors	z_Blue Collar	33	Commercial	$40,750	1	Van	no	$1,534	2	No	0	10	Highly Urban/ Urban
3988	1	2136.00000	0	31	1	7	$3,594	No	$0	Yes	M	z_High School	Student	26	Commercial	$4,960	7	Pickup	yes	$0	0	Yes	0	8	Highly Urban/ Urban
3989	0	0.00000	0	39	0	12	$38,924	No	$185,320	Yes	M	z_High School	Professional	16	Private	$1,500	7	Minivan	yes	$0	0	No	0	NA	Highly Urban/ Urban
3990	0	0.00000	0	42	3	14	$182,462	No	$401,307	Yes	z_F	PhD	Professional	32	Private	$40,630	10	Van	no	$0	0	No	0	16	Highly Urban/ Urban
3991	1	663.00000	2	40	2	14	$58,000	No	$244,016	Yes	z_F	Bachelors	Clerical	31	Private	$15,150	14	z_SUV	no	$1,190	2	No	0	1	Highly Urban/ Urban
3992	0	0.00000	0	49	0	8	$1,133	No	$117,420	Yes	z_F	<High School	Home Maker	35	Private	$6,400	4	Sports Car	no	$5,761	3	No	0	1	Highly Urban/ Urban
3993	0	0.00000	0	48	0	13	$156,918	No	$432,118	Yes	z_F	PhD	Manager	41	Private	$21,990	7	Minivan	no	$0	0	No	0	14	Highly Urban/ Urban
3994	1	3361.00000	0	47	0	10	$52,412	No	$0	z_No	M	<High School	z_Blue Collar	5	Commercial	$20,110	1	Van	no	$1,455	3	Yes	0	1	Highly Urban/ Urban
3995	0	0.00000	0	60	0	0	$0	No		Yes	z_F	z_High School	Home Maker	32	Private	$7,500	4	Sports Car	no	$0	0	No	2	1	z_Highly Rural/ Rural
3996	1	2885.00000	0	32	0	0	$0	No	$0	z_No	z_F	Masters	Home Maker	49	Private	$12,790	13	Minivan	no	$4,514	4	No	9	18	Highly Urban/ Urban
3997	0	0.00000	0	51	0	12	$50,375	No		Yes	M	z_High School	z_Blue Collar	37	Commercial	$10,790	1	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
3998	1	14755.30118	1	42	3	5	$21,042	Yes		z_No	M	z_High School	Clerical	37	Private	$20,630	4	Van	yes	$6,870	2	No	1	8	z_Highly Rural/ Rural
3999	1	1026.00000	0	32	2	10	$27,053	Yes	$137,180	z_No	M	<High School	z_Blue Collar	10	Private	$4,210	1	Minivan	no	$0	0	No	5	5	Highly Urban/ Urban
4000	0	0.00000	0	46	0	10	$59,110	No	$248,132	z_No	M	Bachelors	z_Blue Collar	32	Commercial	$12,010	7	Pickup	yes	$0	0	No	3	6	z_Highly Rural/ Rural
4001	0	0.00000	0	47	0	7	$115,008	No	$313,017	Yes	z_F	Masters	Manager	36	Private	$17,700	1	z_SUV	no	$0	0	No	0	16	Highly Urban/ Urban
4002	0	0.00000	0	52	0	0	$0	No	$135,296	z_No	z_F	z_High School	Home Maker	48	Private	$17,620	1	z_SUV	no	$0	0	Yes	0	8	Highly Urban/ Urban
4003	0	0.00000	0	50	0	7	$63,724	No	$0	z_No	z_F	Bachelors	Manager	21	Private	$7,870	6	z_SUV	no	$11,070	2	No	2	7	Highly Urban/ Urban
4007	0	0.00000	0	37	0	8	$72,447	No	$230,332	Yes	M	Masters		32	Commercial	$23,670	6	Panel Truck	yes	$11,213	4	No	0	17	Highly Urban/ Urban
4008	0	0.00000	0	54	0	11	$43,385	No	$120,939	Yes	z_F	z_High School	z_Blue Collar	27	Commercial	$29,370	6	Pickup	no	$0	0	No	0	10	z_Highly Rural/ Rural
4009	0	0.00000	0	56	0	10	$31,093	No	$143,407	Yes	M	Masters	Manager	19	Private	$12,560	7	Minivan	no	$0	0	No	3	9	Highly Urban/ Urban
4010	0	0.00000	0	41	0	NA	$74,187	No	$0	z_No	M	Bachelors	Professional	43	Private	$16,360	1	Van	yes	$0	0	No	1	10	Highly Urban/ Urban
4012	0	0.00000	0	54	0	14	$38,999	No	$155,493	Yes	M	Bachelors	Professional	30	Commercial	$26,150	7	Panel Truck	no	$0	0	No	1	9	Highly Urban/ Urban
4015	0	0.00000	0	37	0	14	$61,517	No	$204,018	Yes	z_F	Bachelors	Clerical	47	Private	$17,240	4	z_SUV	no	$0	0	Yes	1	7	Highly Urban/ Urban
4018	1	18959.94066	0	39	0	6		No		z_No	M	<High School	z_Blue Collar	44	Private	$12,720	1	Minivan	no	$0	0	No	4	1	Highly Urban/ Urban
4019	0	0.00000	0	39	0	9	$61,567	No	$218,824	z_No	z_F	z_High School	Manager	29	Private	$13,640	14	Minivan	no	$0	0	No	2	1	Highly Urban/ Urban
4021	0	0.00000	0	44	0	13	$89,292	No	$281,688	Yes	M	Masters		15	Commercial	$6,000	7	Pickup	no	$6,637	2	No	3	16	Highly Urban/ Urban
4023	0	0.00000	0	53	0	16	$20,618	No	$0	Yes	M	Bachelors	Student	28	Commercial	$8,860	4	Pickup	no	$0	0	No	2	9	Highly Urban/ Urban
4024	0	0.00000	0	36	2	12	$2,647	Yes	$0	z_No	M	<High School	Student	49	Private	$15,340	1	Minivan	no	$0	0	No	0	6	z_Highly Rural/ Rural
4025	0	0.00000	0	49	0	13	$35,867	No	$149,919	z_No	z_F	z_High School	Clerical	46	Private	$11,280	1	z_SUV	no	$0	0	No	0	6	z_Highly Rural/ Rural
4027	1	1452.00000	0	43	3	0	$0	No	$0	Yes	z_F	z_High School	Student	24	Commercial	$5,800	13	Sports Car	no	$8,566	2	No	6	1	Highly Urban/ Urban
4028	0	0.00000	1	38	1	8	$40,662	No	$154,033	Yes	z_F	Bachelors	Clerical	29	Private	$20,690	17	z_SUV	no	$35,134	2	No	4	11	z_Highly Rural/ Rural
4029	1	3318.00000	0	60	0	17	$38,391	No	$137,071	Yes	z_F	z_High School	z_Blue Collar	47	Commercial	$5,340	6	z_SUV	no	$7,108	2	No	3	1	Highly Urban/ Urban
4030	0	0.00000	0	53	0	12	$45,308	No	$182,449	Yes	M	Bachelors	Professional	39	Commercial	$21,980	1	Van	no	$0	0	No	0	11	Highly Urban/ Urban
4031	1	4542.00000	0	38	0	11		No	$0	z_No	M	z_High School	z_Blue Collar	5	Commercial	$17,380	6	Van	yes	$0	0	No	1	1	z_Highly Rural/ Rural
4033	0	0.00000	0	52	0	14	$84,091	No	$268,669	Yes	M	PhD	Doctor	53	Private	$15,110	4	Minivan	yes	$6,466	2	No	0	NA	Highly Urban/ Urban
4034	0	0.00000	0	52	0	13	$146,001	No	$437,230	Yes	M	Masters		19	Commercial	$18,630	14	Van	no	$0	0	No	2	15	Highly Urban/ Urban
4035	0	0.00000	0	53	0	0	$0	No	$0	z_No	M	z_High School	Student	47	Commercial	$30,050	14	Panel Truck	yes	$0	0	No	0	1	z_Highly Rural/ Rural
4036	0	0.00000	0	44	0	10	$72,118	No	$224,429	z_No	z_F	Bachelors	z_Blue Collar	41	Commercial	$13,110	4	z_SUV	no	$0	0	No	0	7	z_Highly Rural/ Rural
4037	0	0.00000	0	58	0	NA	$61,077	No	$205,595	Yes	M	Bachelors	Professional	39	Commercial	$30,050	3	Panel Truck	yes	$0	0	No	1	4	z_Highly Rural/ Rural
4038	0	0.00000	0	35	3	11	$81,630	No	$232,014	Yes	z_F	Bachelors	Professional	71	Private	$32,210	1	z_SUV	no	$0	0	No	0	6	z_Highly Rural/ Rural
4039	0	0.00000	0	51	0	8		No	$166,754	Yes	M	Bachelors	Manager	36	Commercial	$8,100	3	Pickup	yes	$0	0	No	0	17	Highly Urban/ Urban
4040	0	0.00000	0	54	0	0	$0	No	$110,051	Yes	z_F	Masters	Home Maker	55	Private	$6,900	6	z_SUV	no	$0	0	No	0	12	Highly Urban/ Urban
4041	0	0.00000	0	73	3	NA	$116,520	No	$362,060	Yes	M	PhD	Doctor	5	Private	$19,540	14	Minivan	no	$0	0	No	0	21	Highly Urban/ Urban
4042	0	0.00000	0	46	0	15	$36,079	No	$0	z_No	M	z_High School	Clerical	44	Private	$18,410	9	Van	no	$0	0	No	0	5	z_Highly Rural/ Rural
4044	1	8748.27882	0	35	1	13	$22,021	Yes	$0	z_No	z_F	z_High School	Clerical	10	Private	$14,360	4	z_SUV	no	$0	0	No	1	1	Highly Urban/ Urban
4046	0	0.00000	0	31	1	13	$39,489	No	$116,150	Yes	z_F	z_High School	Professional	60	Private	$10,260	4	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
4047	0	0.00000	0	47	0	13	$63,367	No	$182,321	Yes	M	z_High School	Clerical	28	Private	$14,460	10	Minivan	no	$0	0	No	0	NA	Highly Urban/ Urban
4049	0	0.00000	0	39	0	9		No	$118,758	Yes	M	z_High School	z_Blue Collar	67	Commercial	$1,500	6	Minivan	yes	$0	0	No	1	8	z_Highly Rural/ Rural
4050	0	0.00000	2	61	2	13	$48,734	No	$207,509	Yes	z_F	z_High School	z_Blue Collar	49	Commercial	$12,470	4	Sports Car	no	$0	0	No	5	1	z_Highly Rural/ Rural
4053	0	0.00000	0	52	0	12	$54,096	No	$191,881	z_No	M	z_High School	z_Blue Collar	26	Commercial	$28,200	6	Panel Truck	yes	$0	0	No	5	NA	Highly Urban/ Urban
4054	0	0.00000	0	46	0	11	$50,863	No	$199,438	Yes	z_F	z_High School	Clerical	17	Commercial	$18,920	11	Pickup	no	$0	0	No	1	8	Highly Urban/ Urban
4055	1	3535.00000	0	36	0	11	$158	No	$0	Yes	M	z_High School	Student	33	Commercial	$10,510	6	Pickup	yes	$38,190	2	Yes	7	12	Highly Urban/ Urban
4057	0	0.00000	0	43	3	15	$39,432	No	$117,343	Yes	M	z_High School	z_Blue Collar	41	Commercial	$9,740	1	Minivan	yes	$6,324	3	No	3	6	Highly Urban/ Urban
4058	0	0.00000	0	43	0	0	$0	No	$0	z_No	M	z_High School	Student	14	Commercial	$5,790	6	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
4060	0	0.00000	0	52	0	9	$151,150	No	$414,734	Yes	M	Masters	Manager	29	Private	$23,490	10	Minivan	yes	$0	0	No	0	NA	Highly Urban/ Urban
4061	0	0.00000	0	27	0	9	$81,474	No	$0	z_No	z_F	Bachelors	z_Blue Collar	39	Commercial	$25,720	10	Pickup	no	$6,985	3	No	3	13	Highly Urban/ Urban
4062	1	1646.00000	0	55	0	12	$26,088	No	$0	z_No	M	<High School	z_Blue Collar	40	Private	$5,220	7	Pickup	yes	$2,158	3	No	2	6	Highly Urban/ Urban
4063	0	0.00000	0	53	0	13	$97,531	No	$301,461	Yes	M	Masters		55	Commercial	$25,350	13	Panel Truck	yes	$5,477	1	No	0	19	Highly Urban/ Urban
4064	0	0.00000	0	31	1	0	$0	No	$0	Yes	z_F	z_High School	Student	46	Private	$2,480	1	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
4065	0	0.00000	0	46	0	11	$45,045	No	$159,854	Yes	M	z_High School	z_Blue Collar	35	Commercial	$6,100	7	Minivan	yes	$0	0	No	0	9	z_Highly Rural/ Rural
4066	0	0.00000	0	53	0	15	$106,622	No	$334,528	Yes	z_F	Masters	Lawyer	31	Private	$21,750	10	Minivan	no	$0	0	No	4	17	Highly Urban/ Urban
4067	0	0.00000	0	46	0	14	$103,884	No	$305,037	z_No	M	Masters		47	Commercial	$16,490	1	Van	yes	$0	0	No	0	14	Highly Urban/ Urban
4068	0	0.00000	0	48	0	11		No	$252,119	Yes	M	z_High School	z_Blue Collar	45	Commercial	$18,370	4	Van	yes	$0	0	No	0	1	z_Highly Rural/ Rural
4070	0	0.00000	0	42	2	14		No	$289,626	Yes	M	PhD	Manager	25	Private	$15,990	1	Minivan	yes	$0	0	No	0	14	Highly Urban/ Urban
4071	0	0.00000	0	52	0	13	$101,282	No		Yes	z_F	Masters	Manager	28	Private	$10,160	11	z_SUV	no	$0	0	No	0	13	Highly Urban/ Urban
4072	1	23303.63524	0	54	0	NA	$21,866	No	$163,729	Yes	z_F	z_High School	Clerical	47	Private	$18,200	1	Minivan	no	$8,375	1	No	1	10	Highly Urban/ Urban
4073	0	0.00000	0	58	4	16	$46,214	No	$241,259	Yes	M	z_High School	Clerical	34	Private	$18,860	11	Van	yes	$0	0	No	0	12	Highly Urban/ Urban
4075	0	0.00000	1	43	3	10	$40,232	No	$164,521	Yes	M	z_High School	Clerical	81	Commercial	$5,520	4	Pickup	no	$0	0	No	0	NA	z_Highly Rural/ Rural
4078	0	0.00000	0	35	3	13	$1,344	No		Yes	z_F	z_High School	Student	36	Commercial	$14,960	4	z_SUV	no	$8,206	1	No	2	6	Highly Urban/ Urban
4080	0	0.00000	2	41	2	13	$34,056	No	$122,908	Yes	z_F	z_High School	z_Blue Collar	29	Commercial	$1,500	6	z_SUV	no	$4,576	3	No	3	1	Highly Urban/ Urban
4082	1	5457.00000	0	38	4	14	$40,248	No	$166,402	Yes	M	z_High School	z_Blue Collar	42	Commercial	$20,280	1	Van	no	$4,162	3	No	7	9	Highly Urban/ Urban
4083	0	0.00000	0	44	0	8	$67,813	No	$252,457	Yes	M	Bachelors	Professional	11	Private	$16,480	13	Minivan	yes	$0	0	No	1	7	z_Highly Rural/ Rural
4084	0	0.00000	0	28	1	10	$16,045	Yes	$0	z_No	M	<High School	Clerical	42	Private	$1,590	4	Minivan	yes	$0	0	No	1	5	z_Highly Rural/ Rural
4085	0	0.00000	0	46	0	9	$59,838	No	$192,061	Yes	M	Masters	Lawyer	58	Private	$12,080	6	Pickup	no	$1,982	1	No	4	12	Highly Urban/ Urban
4086	1	6228.00000	0	50	0	13	$35,097	No	$159,912	z_No	z_F	<High School	Clerical	21	Private	$15,690	1	Sports Car	no	$0	0	Yes	0	1	Highly Urban/ Urban
4087	0	0.00000	0	51	0	10	$117,809	No	$0	z_No	M	z_High School	Professional	68	Commercial	$23,740	4	Panel Truck	yes	$0	0	No	2	8	z_Highly Rural/ Rural
4089	0	0.00000	0	45	0	13	$59,958	No	$0	z_No	M	Masters	Lawyer	36	Private	$6,000	21	Pickup	yes	$0	0	No	1	NA	z_Highly Rural/ Rural
4090	0	0.00000	0	57	0	13	$196,889	No	$484,353	z_No	M	Masters	Professional	42	Commercial	$7,910	1	Minivan	yes	$0	0	Yes	5	15	Highly Urban/ Urban
4091	0	0.00000	1	41	2	13	$58,963	No	$214,655	Yes	M	Masters	Lawyer	25	Private	$17,310	16	Van	no	$6,412	1	No	1	11	Highly Urban/ Urban
4092	0	0.00000	0	55	0	13	$234,568	No	$553,501	Yes	z_F	PhD	Lawyer	54	Private	$24,960	1	Van	no	$7,642	2	No	0	NA	Highly Urban/ Urban
4093	0	0.00000	0	44	0	8		No	$231,094	Yes	z_F	Masters	Lawyer	29	Private	$18,890	1	Minivan	no	$0	0	No	0	21	Highly Urban/ Urban
4094	0	0.00000	0	42	2	13	$7,313	No	$94,969	Yes	z_F	Bachelors	Home Maker	25	Private	$7,520	1	Sports Car	no	$1,101	1	No	0	9	Highly Urban/ Urban
4095	0	0.00000	0	42	0	11	$23,937	No		Yes	z_F	z_High School	Professional	35	Private	$10,840	4	Minivan	no	$0	0	No	3	9	Highly Urban/ Urban
4096	0	0.00000	0	46	0	6	$140,113	No	$363,845	Yes	M	Bachelors	z_Blue Collar	30	Commercial	$22,780	21	Panel Truck	no	$7,601	2	No	7	10	Highly Urban/ Urban
4097	0	0.00000	0	47	0	10	$71,976	No	$207,191	z_No	M	Bachelors	z_Blue Collar	21	Commercial	$34,790	4	Panel Truck	yes	$0	0	No	3	11	Highly Urban/ Urban
4098	1	4685.00000	0	39	0	8	$28,924	No	$140,957	Yes	M	<High School	Clerical	26	Commercial	$28,000	7	Panel Truck	yes	$0	0	No	1	6	Highly Urban/ Urban
4099	1	539.35584	0	37	3	14	$40,924	Yes	$203,314	z_No	M	z_High School	z_Blue Collar	12	Commercial	$9,290	1	Pickup	yes	$4,567	3	No	0	1	Highly Urban/ Urban
4100	0	0.00000	0	52	0	11	$19,421	No	$0	z_No	z_F	<High School	Home Maker	50	Private	$10,460	10	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
4101	0	0.00000	0	47	0	11	$125,125	No	$335,460	Yes	z_F	PhD	Professional	12	Commercial	$29,620	11	Pickup	no	$10,321	1	No	4	17	Highly Urban/ Urban
4102	0	0.00000	0	53	0	0	$0	No	$0	z_No	M	z_High School	Student	43	Commercial	$8,640	13	Pickup	yes	$0	0	Yes	0	1	Highly Urban/ Urban
4103	0	0.00000	0	49	0	12		No	$328,587	Yes	z_F	PhD	Doctor	37	Private	$19,480	13	Pickup	no	$0	0	Yes	0	NA	Highly Urban/ Urban
4104	0	0.00000	0	42	3	15	$74,549	Yes	$0	z_No	M	Masters	z_Blue Collar	62	Commercial	$6,530	4	Pickup	yes	$0	0	No	0	7	z_Highly Rural/ Rural
4106	0	0.00000	0	47	0	7	$69,560	No	$0	z_No	M	z_High School	z_Blue Collar	33	Commercial	$18,240	17	Van	yes	$0	0	No	0	1	z_Highly Rural/ Rural
4107	0	0.00000	0	38	0	14	$57,936	No	$203,583	Yes	M	Bachelors	Professional	32	Private	$15,740	4	Minivan	yes	$0	0	No	0	11	Highly Urban/ Urban
4108	0	0.00000	0	55	0	12	$58,163	No	$223,080	Yes	M	Masters	Lawyer	53	Private	$34,030	1	Minivan	yes	$0	0	No	2	16	Highly Urban/ Urban
4109	0	0.00000	0	42	0	12	$91,845	No	$261,848	Yes	z_F	Masters	Professional	41	Private	$15,650	4	Minivan	no	$0	0	No	0	19	Highly Urban/ Urban
4110	1	4696.00000	0	50	0	12	$47,991	No	$214,996	z_No	z_F	Bachelors	z_Blue Collar	53	Commercial	$11,300	6	z_SUV	no	$2,159	1	No	0	9	Highly Urban/ Urban
4111	1	2355.00000	0	42	0	10	$41,293	No	$0	z_No	z_F	z_High School	Clerical	48	Private	$5,700	10	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
4112	0	0.00000	1	45	2	9	$19,917	Yes	$102,059	z_No	z_F	<High School	Clerical	50	Private	$9,550	1	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
4113	1	3065.00000	0	41	0	6	$9,536	No	$0	z_No	M	<High School	z_Blue Collar	30	Private	$6,550	4	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
4114	0	0.00000	0	46	0	0	$0	No		z_No	z_F	z_High School	Home Maker	19	Private	$6,990	1	z_SUV	no	$0	0	No	3	9	Highly Urban/ Urban
4115	0	0.00000	0	34	1	11	$44,572	Yes		z_No	z_F	z_High School	z_Blue Collar	52	Commercial	$9,360	4	z_SUV	no	$0	0	Yes	0	1	Highly Urban/ Urban
4116	0	0.00000	0	46	0	8	$102,092	No	$0	z_No	M	Masters	Lawyer	25	Private	$1,500	9	Minivan	yes	$2,619	2	No	2	8	Highly Urban/ Urban
4117	0	0.00000	0	60	0	13	$38,395	No	$0	z_No	M	Bachelors	Professional	17	Private	$12,520	3	z_SUV	yes	$20,667	2	Yes	1	13	Highly Urban/ Urban
4118	1	32203.36227	0	46	0	7	$50,252	No	$182,910	Yes	M	Masters		63	Commercial	$18,050	7	Van	yes	$9,351	2	No	5	1	Highly Urban/ Urban
4119	1	1279.61288	1	42	1	12	$14,705	Yes	$97,885	z_No	z_F	z_High School	Home Maker	45	Private	$11,020	4	z_SUV	no	$0	0	No	0	5	Highly Urban/ Urban
4120	1	3007.00000	0	57	0	8	$81,767	No	$308,350	Yes	z_F	z_High School	z_Blue Collar	30	Commercial	$15,570	4	z_SUV	no	$4,734	2	No	7	7	Highly Urban/ Urban
4121	0	0.00000	0	50	0	0	$0	No	$88,189	Yes	z_F	Bachelors	Home Maker	44	Private	$8,370	7	Sports Car	no	$4,123	3	No	0	1	Highly Urban/ Urban
4122	1	4539.00000	0	25	1	9	$71,207	No	$202,437	Yes	M	Bachelors	Professional	19	Commercial	$23,910	7	Panel Truck	yes	$548	2	No	7	12	Highly Urban/ Urban
4123	0	0.00000	0	40	1	13	$113,747	No	$271,639	Yes	z_F	Masters		19	Commercial	$18,080	7	Pickup	no	$0	0	No	0	13	Highly Urban/ Urban
4124	0	0.00000	0	53	0	15	$186,173	No		Yes	z_F	Masters	Lawyer	11	Private	$25,420	7	Minivan	no	$0	0	No	0	14	Highly Urban/ Urban
4126	0	0.00000	0	35	0	8	$33,522	No	$123,260	Yes	M	Masters		53	Commercial	$7,600	6	Pickup	yes	$0	0	Yes	0	19	Highly Urban/ Urban
4127	0	0.00000	0	35	2	13	$55,262	No	$170,646	Yes	z_F	Bachelors	z_Blue Collar	20	Commercial	$10,530	7	z_SUV	no	$6,444	3	No	0	7	Highly Urban/ Urban
4128	0	0.00000	0	55	0	13	$9,619	No	$126,015	Yes	z_F	PhD	Doctor	20	Private	$7,960	1	z_SUV	no	$0	0	No	2	15	Highly Urban/ Urban
4129	1	2727.00000	1	59	2	14	$27,823	No	$161,744	Yes	z_F	Masters	Home Maker	49	Private	$3,950	6	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
4130	1	7893.00000	0	38	1	17	$14,098	No	$60,733	Yes	z_F	<High School	Clerical	27	Private	$6,710	10	Sports Car	no	$3,545	2	No	0	1	Highly Urban/ Urban
4131	0	0.00000	3	44	4	10	$73,724	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	50	Commercial	$19,330	11	Minivan	no	$0	0	No	5	1	z_Highly Rural/ Rural
4132	0	0.00000	1	40	2	11	$43,098	Yes	$224,877	z_No	z_F	z_High School	Clerical	14	Private	$9,810	13	z_SUV	no	$3,137	1	No	9	11	Highly Urban/ Urban
4133	0	0.00000	0	54	0	11	$36,231	No	$153,711	Yes	M	Masters		28	Commercial	$31,800	13	Panel Truck	no	$0	0	No	2	14	Highly Urban/ Urban
4135	0	0.00000	0	51	0	6	$101,320	No	$297,694	Yes	z_F	Bachelors	z_Blue Collar	20	Commercial	$16,730	4	z_SUV	no	$0	0	No	0	10	Highly Urban/ Urban
4136	0	0.00000	0	58	0	14	$89,858	No	$272,665	Yes	z_F	Bachelors	Professional	33	Private	$22,040	6	Minivan	no	$8,510	3	No	0	13	Highly Urban/ Urban
4137	0	0.00000	0	50	0	13	$57,387	No	$181,408	Yes	M	Bachelors	Professional	8	Private	$12,240	6	Minivan	yes	$0	0	No	0	11	Highly Urban/ Urban
4138	0	0.00000	0	29	1	11	$87,621	No	$258,898	Yes	z_F	Masters		32	Private	$13,410	6	z_SUV	no	$44,735	2	No	4	9	Highly Urban/ Urban
4140	1	2041.00000	0	45	2	12		No	$335,380	Yes	z_F	Masters	Manager	13	Private	$14,780	7	z_SUV	no	$0	0	No	0	12	Highly Urban/ Urban
4141	0	0.00000	1	43	1	11	$71,724	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	36	Commercial	$29,900	6	Pickup	no	$0	0	No	2	1	z_Highly Rural/ Rural
4142	1	2078.00000	0	46	0	7	$60,551	No	$0	z_No	z_F	Bachelors	Professional	36	Commercial	$25,850	1	Pickup	no	$1,294	1	No	0	10	Highly Urban/ Urban
4143	0	0.00000	0	36	0	9	$51,353	No	$0	z_No	z_F	z_High School	z_Blue Collar	66	Commercial	$6,710	1	Sports Car	no	$3,863	1	No	3	9	z_Highly Rural/ Rural
4144	1	6004.00000	0	60	0	12	$45,038	No	$242,566	z_No	z_F	Bachelors	Professional	43	Private	$17,980	3	Minivan	no	$0	0	No	1	16	Highly Urban/ Urban
4145	0	0.00000	0	33	1	11	$9,981	No	$126,082	Yes	z_F	<High School	Clerical	18	Private	$2,500	17	z_SUV	no	$0	0	No	1	6	Highly Urban/ Urban
4147	0	0.00000	0	45	0	13	$87,420	No	$244,089	Yes	M	Bachelors	z_Blue Collar	55	Commercial	$17,330	5	Minivan	yes	$0	0	No	2	5	Highly Urban/ Urban
4148	1	1901.00000	0	37	0	12	$38,128	No	$139,340	Yes	z_F	z_High School	z_Blue Collar	51	Commercial	$23,350	1	z_SUV	no	$0	0	No	0	10	z_Highly Rural/ Rural
4150	0	0.00000	0	52	0	8	$21,727	No	$175,392	Yes	M	<High School	Clerical	64	Commercial	$17,270	1	Van	no	$0	0	No	0	6	z_Highly Rural/ Rural
4152	0	0.00000	0	36	0	4	$2,411	No	$0	z_No	z_F	z_High School	Student	64	Commercial	$6,980	1	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
4153	0	0.00000	0	57	0	14	$144,342	No	$403,628	Yes	M	Bachelors	Manager	32	Private	$8,540	6	Pickup	yes	$0	0	No	0	8	Highly Urban/ Urban
4154	0	0.00000	0	49	0	12	$46,336	No	$159,199	Yes	z_F	<High School	Clerical	12	Private	$21,590	1	Minivan	no	$0	0	No	0	4	Highly Urban/ Urban
4156	0	0.00000	0	46	0	10	$50,117	No	$169,838	Yes	M	Bachelors	Manager	36	Commercial	$11,110	1	Pickup	yes	$5,303	3	No	2	6	Highly Urban/ Urban
4158	0	0.00000	0	62	0	14		No	$215,950	Yes	M	<High School	z_Blue Collar	48	Private	$12,290	1	z_SUV	yes	$0	0	No	0	7	z_Highly Rural/ Rural
4159	1	5094.99607	0	45	0	NA	$73,326	No	$256,305	Yes	z_F	z_High School	z_Blue Collar	28	Commercial	$14,650	10	Minivan	no	$12,098	2	Yes	7	1	Highly Urban/ Urban
4160	0	0.00000	0	41	0	0	$0	No	$95,757	Yes	z_F	Masters	Lawyer	33	Private	$8,870	1	z_SUV	no	$0	0	Yes	1	10	Highly Urban/ Urban
4161	1	843.00000	0	39	0	12	$87,416	No	$231,934	Yes	M	Bachelors	z_Blue Collar	30	Commercial	$18,330	1	Van	no	$6,690	2	No	0	9	Highly Urban/ Urban
4162	0	0.00000	0	53	0	NA	$77,352	No	$249,371	Yes	z_F	Bachelors	z_Blue Collar	51	Commercial	$32,260	1	Minivan	no	$3,115	2	No	2	13	Highly Urban/ Urban
4163	1	1294.00000	1	45	3	10	$15,796	No	$145,824	Yes	z_F	<High School	Clerical	42	Private	$15,860	1	z_SUV	no	$29,536	2	Yes	2	1	Highly Urban/ Urban
4164	1	13875.34478	0	58	0	NA	$1,102	No	$0	Yes	M	<High School	Student	11	Private	$10,900	1	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
4165	0	0.00000	1	49	0	6	$137,537	No	$375,497	Yes	M	Masters	Lawyer	22	Private	$9,260	9	Minivan	yes	$0	0	No	1	10	Highly Urban/ Urban
4166	0	0.00000	0	48	0	10	$14,882	No	$111,509	Yes	z_F	Masters	Lawyer	32	Private	$11,550	7	z_SUV	no	$0	0	No	0	11	Highly Urban/ Urban
4167	0	0.00000	0	58	0	15	$98,573	No	$0	z_No	M	Bachelors	z_Blue Collar	22	Commercial	$19,200	6	Minivan	yes	$2,459	1	No	0	6	Highly Urban/ Urban
4169	0	0.00000	0	49	0	14	$47,796	No	$201,302	Yes	M	z_High School	z_Blue Collar	37	Commercial	$15,620	7	Minivan	yes	$5,150	2	No	1	1	Highly Urban/ Urban
4171	0	0.00000	0	55	1	15	$114,134	No	$341,067	Yes	z_F	Masters	Lawyer	18	Private	$20,290	11	Minivan	no	$0	0	No	0	16	Highly Urban/ Urban
4172	0	0.00000	0	43	2	18	$36,945	No	$122,062	Yes	z_F	<High School	z_Blue Collar	30	Commercial	$21,100	6	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
4173	0	0.00000	1	36	2	0	$0	No	$0	Yes	z_F	<High School	Home Maker	36	Private	$1,500	6	z_SUV	no	$0	0	No	3	7	Highly Urban/ Urban
4175	0	0.00000	2	41	2	13	$34,056	No	$122,908	Yes	z_F	z_High School	z_Blue Collar	29	Commercial	$6,180	4	Sports Car	no	$502	1	No	5	1	Highly Urban/ Urban
4176	0	0.00000	0	37	2	13	$31,722	Yes	$127,110	z_No	M	z_High School	Home Maker	35	Private	$12,660	6	Minivan	yes	$0	0	No	0	6	Highly Urban/ Urban
4177	0	0.00000	0	53	0	10	$24,904	No	$150,064	z_No	M	<High School	z_Blue Collar	19	Private	$10,840	1	Minivan	yes	$6,841	2	No	0	1	Highly Urban/ Urban
4178	0	0.00000	0	46	0	13	$36,607	No	$206,422	Yes	M	z_High School	z_Blue Collar	85	Commercial	$17,540	10	Van	no	$0	0	No	1	1	z_Highly Rural/ Rural
4180	0	0.00000	0	39	0	14	$57,550	No	$184,666	Yes	M	Masters	Lawyer	54	Private	$3,200	1	Minivan	yes	$1,517	1	No	0	NA	Highly Urban/ Urban
4181	0	0.00000	0	57	0	10	$58,924	No	$209,735	Yes	M	Bachelors	Professional	16	Commercial	$6,470	1	Pickup	yes	$0	0	Yes	3	12	z_Highly Rural/ Rural
4182	0	0.00000	0	50	0	8	$33,870	No	$175,517	z_No	z_F	<High School	Clerical	40	Private	$4,890	17	z_SUV	no	$0	0	No	2	NA	Highly Urban/ Urban
4183	1	1215.00000	0	54	0	12		No	$201,483	Yes	M	<High School	z_Blue Collar	36	Commercial	$11,030	10	Pickup	yes	$32,922	3	Yes	7	4	Highly Urban/ Urban
4184	1	6889.00000	0	39	2	7	$12,236	No	$92,520	Yes	z_F	z_High School	Home Maker	66	Private	$16,320	1	z_SUV	no	$4,352	3	No	1	8	Highly Urban/ Urban
4186	1	4193.00000	0	48	0	12	$59,146	No	$239,920	z_No	z_F	Masters	Lawyer	45	Private	$20,360	6	z_SUV	no	$6,710	1	No	0	16	Highly Urban/ Urban
4187	1	1008.76673	0	47	0	NA	$62,486	No	$0	z_No	M	Bachelors	Professional	57	Commercial	$20,690	6	Van	no	$14,915	1	Yes	0	4	Highly Urban/ Urban
4188	0	0.00000	0	48	0	11	$89,404	No	$288,123	z_No	M	Bachelors	Manager	35	Private	$15,240	3	Minivan	yes	$0	0	No	1	11	Highly Urban/ Urban
4189	0	0.00000	0	33	0	11	$91,549	No	$269,268	Yes	M	Masters	Lawyer	51	Private	$13,950	3	Minivan	yes	$0	0	No	0	13	Highly Urban/ Urban
4190	0	0.00000	0	52	0	NA	$35,259	No	$0	z_No	M	Masters	Lawyer	8	Private	$12,850	4	Minivan	no	$1,304	1	No	5	16	Highly Urban/ Urban
4191	0	0.00000	0	44	3	12	$69,620	No	$239,561	Yes	M	Masters	Manager	37	Commercial	$22,830	9	Panel Truck	yes	$0	0	No	0	15	Highly Urban/ Urban
4192	0	0.00000	3	43	3	15	$41,394	No	$142,306	Yes	M	z_High School	Clerical	19	Commercial	$27,010	1	Panel Truck	yes	$3,988	3	No	3	9	Highly Urban/ Urban
4193	1	6409.00000	0	29	3	15	$45,828	Yes	$149,103	z_No	M	z_High School	z_Blue Collar	20	Commercial	$16,420	10	Minivan	no	$8,171	2	No	0	10	Highly Urban/ Urban
4194	0	0.00000	0	41	0	11	$85,056	No	$270,894	Yes	M	Masters	Lawyer	38	Private	$10,440	4	Pickup	no	$0	0	No	0	19	z_Highly Rural/ Rural
4195	0	0.00000	0	48	0	13	$132,869	No	$393,765	Yes	M	Masters		38	Commercial	$22,360	1	Van	no	$0	0	No	0	NA	z_Highly Rural/ Rural
4196	0	0.00000	0	49	0	13	$90,468	No	$269,584	Yes	z_F	PhD		40	Commercial	$30,330	1	Pickup	no	$0	0	No	0	NA	Highly Urban/ Urban
4197	0	0.00000	0	45	2	1	$42,133	No	$184,640	Yes	z_F	<High School	z_Blue Collar	20	Private	$10,530	16	Sports Car	no	$0	0	No	0	5	z_Highly Rural/ Rural
4198	1	14929.03142	1	37	1	12	$152,060	Yes	$0	z_No	z_F	PhD	Manager	34	Private	$33,380	1	Pickup	no	$0	0	No	0	NA	Highly Urban/ Urban
4200	0	0.00000	0	62	0	15	$94,344	No	$259,666	Yes	z_F	Masters	Lawyer	5	Private	$20,160	4	z_SUV	no	$0	0	No	1	8	Highly Urban/ Urban
4201	0	0.00000	0	49	0	11	$6,004	No	$81,701	Yes	M	Bachelors	Student	56	Commercial	$16,150	10	Minivan	yes	$0	0	No	0	13	Highly Urban/ Urban
4202	0	0.00000	0	38	2	14	$9,617	No		Yes	z_F	<High School	Clerical	65	Private	$15,200	1	Minivan	no	$3,165	2	No	0	1	Highly Urban/ Urban
4203	0	0.00000	0	31	3	13	$99,412	Yes	$0	z_No	z_F	PhD	Manager	29	Private	$21,180	17	z_SUV	no	$0	0	No	0	11	Highly Urban/ Urban
4204	0	0.00000	0	48	0	13	$120,483	No	$358,643	Yes	M	Masters	Professional	60	Private	$6,100	11	Minivan	yes	$0	0	No	0	12	Highly Urban/ Urban
4206	0	0.00000	0	51	0	11	$64,292	No	$202,366	Yes	M	Bachelors	z_Blue Collar	31	Commercial	$13,030	1	Minivan	yes	$0	0	No	4	11	z_Highly Rural/ Rural
4207	0	0.00000	0	44	0	9	$76,589	No	$213,661	z_No	M	z_High School	z_Blue Collar	11	Commercial	$12,680	4	Minivan	no	$27,779	4	No	0	5	Highly Urban/ Urban
4209	0	0.00000	0	54	0	13	$24,397	No	$143,227	Yes	M	z_High School	Clerical	35	Private	$15,240	9	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
4210	0	0.00000	0	32	2	0		No	$86,502	Yes	z_F	<High School	Home Maker	39	Private	$4,700	7	z_SUV	no	$0	0	No	0	6	z_Highly Rural/ Rural
4213	0	0.00000	0	42	0	10	$74,484	No		z_No	M	Masters		46	Commercial	$5,700	10	Pickup	yes	$2,090	2	No	1	5	Highly Urban/ Urban
4214	0	0.00000	0	39	0	11	$59,995	No	$0	z_No	M	z_High School	Clerical	38	Private	$5,400	10	Pickup	yes	$0	0	No	2	6	z_Highly Rural/ Rural
4216	0	0.00000	0	40	2	11	$195,506	Yes	$0	z_No	M	PhD	Lawyer	32	Private	$29,520	4	Minivan	no	$0	0	No	0	10	Highly Urban/ Urban
4218	0	0.00000	0	57	0	NA	$53,339	No		z_No	z_F	<High School	z_Blue Collar	37	Commercial	$34,150	4	Pickup	no	$0	0	No	0	8	Highly Urban/ Urban
4220	0	0.00000	2	43	2	10	$1,764	No	$112,808	Yes	z_F	<High School	Student	5	Private	$1,680	10	Sports Car	no	$0	0	No	4	6	z_Highly Rural/ Rural
4221	0	0.00000	0	49	0	14	$122,265	No	$384,884	Yes	z_F	Bachelors	z_Blue Collar	29	Commercial	$19,020	1	z_SUV	no	$0	0	No	0	5	z_Highly Rural/ Rural
4222	0	0.00000	0	50	0	0	$0	No	$91,409	z_No	z_F	z_High School	Student	37	Private	$6,820	4	z_SUV	no	$0	0	No	2	11	z_Highly Rural/ Rural
4223	0	0.00000	2	38	3	15		No	$339,360	Yes	z_F	Bachelors	z_Blue Collar	15	Commercial	$38,260	1	Van	no	$0	0	No	2	11	Highly Urban/ Urban
4224	1	2986.00000	0	38	2	12	$81,024	No	$223,678	Yes	M	Masters		31	Commercial	$21,480	1	Van	yes	$0	0	No	0	17	Highly Urban/ Urban
4225	0	0.00000	0	33	1	12	$120,665	No	$353,724	Yes	z_F	Bachelors	Manager	35	Private	$5,820	1	Pickup	no	$0	0	No	3	4	Highly Urban/ Urban
4228	0	0.00000	0	50	0	NA	$29,139	No		Yes	M	Bachelors	Clerical	25	Private	$7,970	14	Pickup	yes	$0	0	No	2	1	z_Highly Rural/ Rural
4230	0	0.00000	0	47	0	0	$0	No	$132,240	Yes	z_F	<High School	Home Maker	22	Private	$8,740	9	z_SUV	no	$0	0	No	2	NA	Highly Urban/ Urban
4232	0	0.00000	0	38	3	9	$48,606	No	$224,500	Yes	z_F	z_High School	z_Blue Collar	37	Commercial	$17,810	10	z_SUV	no	$0	0	No	0	5	Highly Urban/ Urban
4234	0	0.00000	0	56	0	11		No	$0	z_No	z_F	Bachelors	Professional	46	Commercial	$13,110	10	Pickup	no	$0	0	No	2	13	Highly Urban/ Urban
4235	0	0.00000	0	51	0	16	$133,469	No	$376,662	Yes	M	Masters		23	Commercial	$8,370	1	Pickup	yes	$0	0	No	0	13	Highly Urban/ Urban
4236	0	0.00000	0	48	0	11	$124,487	No	$323,693	z_No	z_F	PhD	Doctor	41	Private	$21,970	6	Minivan	no	$0	0	No	0	25	Highly Urban/ Urban
4238	0	0.00000	0	33	0	13	$72,968	No	$188,061	Yes	M	z_High School	z_Blue Collar	19	Commercial	$19,000	1	Minivan	yes	$0	0	No	0	8	z_Highly Rural/ Rural
4239	0	0.00000	1	44	1	13		No	$204,376	Yes	M	Bachelors	z_Blue Collar	47	Commercial	$16,270	13	Van	yes	$0	0	Yes	2	9	z_Highly Rural/ Rural
4240	0	0.00000	0	35	0	13	$59,555	No		Yes	z_F	<High School	z_Blue Collar	23	Commercial	$17,030	1	z_SUV	no	$13,272	2	No	3	6	z_Highly Rural/ Rural
4241	0	0.00000	0	29	1	NA	$92,948	No	$302,971	Yes	z_F	Bachelors	Professional	53	Private	$17,120	1	Sports Car	no	$0	0	No	2	9	Highly Urban/ Urban
4242	0	0.00000	0	40	0	9	$49,182	No	$186,066	Yes	M	Bachelors	z_Blue Collar	28	Commercial	$18,770	10	Van	no	$0	0	No	0	13	Highly Urban/ Urban
4244	1	1698.00000	0	55	0	15	$86,268	No	$274,362	Yes	M	Bachelors	z_Blue Collar	48	Commercial	$34,310	6	Panel Truck	no	$4,423	2	No	0	12	Highly Urban/ Urban
4245	0	0.00000	0	49	0	11	$68,711	No	$232,438	Yes	z_F	Masters	Manager	29	Private	$21,780	1	Minivan	no	$0	0	Yes	0	10	Highly Urban/ Urban
4246	0	0.00000	0	42	0	12	$50,519	No	$134,578	Yes	z_F	Bachelors	Clerical	44	Private	$18,490	7	Minivan	no	$3,590	3	No	2	11	Highly Urban/ Urban
4247	0	0.00000	0	41	0	12	$23,327	No	$147,099	z_No	z_F	Bachelors	Home Maker	25	Private	$7,890	1	z_SUV	no	$0	0	No	0	11	Highly Urban/ Urban
4249	0	0.00000	0	45	0	12	$63,117	No	$0	z_No	z_F	Masters	Lawyer	41	Private	$22,040	11	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
4250	0	0.00000	0	51	0	15	$85,317	No	$0	z_No	M	Masters	Lawyer	40	Private	$1,500	3	Minivan	yes	$0	0	No	0	1	z_Highly Rural/ Rural
4251	1	6393.00000	0	38	0	8	$58,530	No	$238,054	Yes	z_F	Bachelors	z_Blue Collar	21	Commercial	$16,480	1	Sports Car	no	$2,775	3	No	7	1	Highly Urban/ Urban
4252	0	0.00000	0	29	1	8	$83,557	Yes	$224,864	z_No	z_F	Bachelors	Professional	20	Private	$33,100	10	Pickup	no	$0	0	No	0	8	Highly Urban/ Urban
4253	0	0.00000	0	55	0	13	$76,118	No	$242,287	Yes	M	Bachelors	Manager	61	Private	$14,000	1	Minivan	no	$0	0	No	1	6	Highly Urban/ Urban
4254	0	0.00000	0	52	0	12	$66,436	No	$241,047	z_No	M	Bachelors	z_Blue Collar	58	Commercial	$6,700	6	Pickup	yes	$0	0	No	1	12	z_Highly Rural/ Rural
4256	0	0.00000	0	57	0	12	$188,536	No	$489,403	Yes	M	PhD		35	Commercial	$18,930	7	Van	no	$11,320	3	No	0	1	Highly Urban/ Urban
4257	0	0.00000	1	56	2	14	$198,720	No	$522,898	Yes	z_F	PhD	Manager	23	Private	$30,690	1	z_SUV	no	$4,638	1	No	0	10	Highly Urban/ Urban
4258	0	0.00000	0	42	0	14	$120,315	No	$0	z_No	M	PhD	Doctor	61	Private	$6,760	1	Pickup	yes	$9,609	3	No	0	10	Highly Urban/ Urban
4259	0	0.00000	0	36	0	12	$111,446	No	$0	z_No	z_F	Bachelors	Manager	29	Private	$16,240	19	Minivan	no	$0	0	No	0	5	Highly Urban/ Urban
4260	0	0.00000	0	35	0	12	$101,956	No	$284,104	Yes	z_F	Bachelors	z_Blue Collar	73	Commercial	$15,370	8	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
4261	1	3159.00000	0	57	2	15	$148,443	Yes	$0	z_No	z_F	Masters	Lawyer	40	Private	$18,500	6	Sports Car	no	$7,014	2	No	4	11	Highly Urban/ Urban
4263	0	0.00000	0	42	1	11	$38,189	Yes	$0	z_No	M	z_High School	Clerical	25	Private	$21,570	10	Minivan	no	$18,264	2	Yes	1	NA	Highly Urban/ Urban
4264	0	0.00000	0	34	2	15	$42,463	Yes	$166,941	z_No	M	Bachelors	Professional	26	Private	$20,520	7	Minivan	yes	$0	0	No	0	11	z_Highly Rural/ Rural
4265	0	0.00000	0	46	0	18	$57,870	No	$264,516	Yes	z_F	z_High School	z_Blue Collar	59	Commercial	$17,500	4	Minivan	no	$0	0	No	0	7	Highly Urban/ Urban
4267	0	0.00000	0	46	0	13	$109,609	No	$316,291	Yes	z_F	PhD	Doctor	47	Private	$21,860	13	z_SUV	no	$23,433	2	No	3	13	Highly Urban/ Urban
4269	1	5236.00000	0	34	3	16	$61,220	No	$237,329	Yes	z_F	z_High School	z_Blue Collar	46	Commercial	$8,090	8	z_SUV	no	$4,402	2	No	7	1	Highly Urban/ Urban
4271	1	5686.00000	0	45	0	13	$44,492	No	$0	z_No	z_F	Masters	Lawyer	9	Private	$13,540	1	Minivan	no	$10,941	2	No	4	20	Highly Urban/ Urban
4272	0	0.00000	0	67	1	NA	$55,289	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	40	Commercial	$20,000	7	Minivan	no	$0	0	No	3	10	Highly Urban/ Urban
4274	0	0.00000	0	50	0	14	$41,988	No	$161,160	Yes	z_F	Bachelors	z_Blue Collar	30	Commercial	$10,700	6	z_SUV	no	$0	0	No	0	13	Highly Urban/ Urban
4275	1	5692.00000	1	44	2	17	$204,668	Yes	$0	z_No	M	Masters		32	Commercial	$21,970	1	Van	yes	$0	0	No	0	NA	Highly Urban/ Urban
4278	0	0.00000	0	29	1	0	$0	No	$66,346	Yes	z_F	<High School	Home Maker	34	Private	$6,170	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
4280	0	0.00000	0	55	0	12	$39,482	No	$0	z_No	M	PhD		31	Commercial	$28,850	1	Panel Truck	yes	$0	0	No	0	10	Highly Urban/ Urban
4281	0	0.00000	0	36	0	8	$99,247	No	$0	z_No	M	Masters		44	Commercial	$27,080	11	Panel Truck	no	$0	0	No	1	NA	Highly Urban/ Urban
4282	0	0.00000	0	43	0	6	$24,411	No	$127,798	z_No	z_F	<High School	Clerical	12	Private	$8,240	16	z_SUV	no	$44,891	1	Yes	2	6	Highly Urban/ Urban
4283	1	4045.00000	0	52	0	0	$0	No	$98,396	Yes	z_F	z_High School	Home Maker	22	Private	$12,280	6	z_SUV	no	$7,070	1	No	0	10	Highly Urban/ Urban
4284	1	13351.89444	0	31	4	15	$20,555	No	$128,048	Yes	z_F	z_High School	Clerical	26	Private	$7,760	9	z_SUV	no	$3,327	2	No	5	11	Highly Urban/ Urban
4285	1	2944.00000	0	53	0	12	$44,438	No	$172,432	z_No	M	z_High School	z_Blue Collar	43	Commercial	$34,450	10	Panel Truck	yes	$0	0	No	0	1	Highly Urban/ Urban
4286	0	0.00000	3	42	3	6	$19,502	No	$112,001	Yes	z_F	<High School	z_Blue Collar	30	Commercial	$17,680	1	Minivan	no	$4,352	2	No	6	1	Highly Urban/ Urban
4287	0	0.00000	0	42	0	13	$19,835	No	$141,117	Yes	z_F	<High School	Home Maker	43	Private	$5,700	12	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
4288	1	1022.46120	0	26	2	14	$10,730	No	$0	Yes	z_F	z_High School	Student	5	Private	$16,150	11	z_SUV	no	$6,135	2	No	7	6	Highly Urban/ Urban
4289	0	0.00000	1	45	1	8	$114,905	No	$294,905	Yes	M	Masters	Lawyer	34	Private	$17,490	6	Van	yes	$0	0	No	1	15	Highly Urban/ Urban
4290	0	0.00000	0	37	0	10	$97,916	No	$0	z_No	M	<High School	z_Blue Collar	14	Private	$14,990	7	Minivan	yes	$0	0	No	1	9	Highly Urban/ Urban
4291	0	0.00000	0	38	0	13	$77,505	No	$201,937	Yes	M	Masters	Lawyer	20	Private	$5,300	7	Minivan	yes	$0	0	No	0	15	Highly Urban/ Urban
4292	0	0.00000	0	40	0	8	$31,678	No	$0	z_No	M	<High School	z_Blue Collar	23	Private	$18,210	1	Van	yes	$34,196	1	No	5	1	Highly Urban/ Urban
4293	0	0.00000	0	45	2	13	$39,163	No	$168,058	Yes	z_F	z_High School	z_Blue Collar	59	Private	$9,920	4	z_SUV	no	$36,025	3	No	7	4	Highly Urban/ Urban
4294	0	0.00000	1	39	1	10		No	$180,150	Yes	M	Bachelors	Manager	40	Private	$5,400	4	Minivan	yes	$6,349	1	No	1	10	Highly Urban/ Urban
4295	0	0.00000	0	45	0	12	$52,244	No	$270,015	z_No	M	z_High School	z_Blue Collar	39	Private	$27,610	6	Minivan	yes	$0	0	No	0	10	z_Highly Rural/ Rural
4296	0	0.00000	0	55	0	15	$41,882	No	$164,710	Yes	M	Bachelors	Manager	46	Commercial	$7,000	1	Pickup	no	$0	0	Yes	1	5	Highly Urban/ Urban
4297	0	0.00000	0	59	0	7	$150,956	No	$386,522	z_No	z_F	PhD	Doctor	25	Private	$9,300	9	z_SUV	no	$7,670	2	No	3	11	Highly Urban/ Urban
4298	0	0.00000	0	51	0	8	$42,597	No	$204,432	Yes	M	Bachelors	Manager	35	Commercial	$18,830	12	Van	no	$5,109	2	No	6	9	Highly Urban/ Urban
4300	1	6074.00000	0	35	0	13	$40,457	No	$0	z_No	z_F	z_High School	z_Blue Collar	55	Commercial	$9,050	13	z_SUV	no	$974	3	No	7	6	Highly Urban/ Urban
4301	1	2421.00000	0	54	0	0	$0	No	$98,561	Yes	z_F	Bachelors	Home Maker	29	Private	$17,700	1	z_SUV	no	$0	0	No	0	12	Highly Urban/ Urban
4302	1	2890.00000	2	41	2	8	$3,604	Yes	$0	z_No	M	z_High School	Student	53	Commercial	$10,850	4	Pickup	yes	$5,810	3	Yes	0	8	Highly Urban/ Urban
4303	0	0.00000	0	35	0	9	$142,997	No	$333,140	z_No	M	Masters		16	Commercial	$27,320	7	Panel Truck	yes	$0	0	No	1	14	Highly Urban/ Urban
4304	0	0.00000	0	23	2	9	$68,687	Yes	$0	z_No	M	Bachelors	Professional	44	Private	$31,560	10	Minivan	yes	$33,581	1	Yes	3	9	Highly Urban/ Urban
4305	0	0.00000	0	43	2	9	$63,644	Yes	$174,541	z_No	z_F	Bachelors	Manager	24	Private	$19,410	3	Sports Car	no	$4,123	1	No	6	11	Highly Urban/ Urban
4306	1	1941.00000	0	31	1	12	$32,381	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	25	Commercial	$16,980	1	Sports Car	no	$4,185	3	No	1	1	Highly Urban/ Urban
4307	0	0.00000	0	48	0	10	$108,267	No	$342,009	Yes	M	Masters	Manager	13	Commercial	$17,760	1	Van	no	$3,573	3	No	3	11	Highly Urban/ Urban
4308	0	0.00000	0	61	0	0	$0	No	$137,023	Yes	z_F	Bachelors	Home Maker	54	Private	$15,490	1	Sports Car	no	$0	0	No	2	11	Highly Urban/ Urban
4309	0	0.00000	0	58	1	16	$235,986	No	$545,492	Yes	z_F	Masters	Manager	27	Private	$30,900	1	Sports Car	no	$0	0	No	0	15	Highly Urban/ Urban
4310	0	0.00000	0	42	1	10	$37,438	Yes	$0	z_No	z_F	<High School	z_Blue Collar	24	Private	$10,550	6	z_SUV	no	$0	0	No	1	1	Highly Urban/ Urban
4311	1	5542.00000	0	48	0	14	$7,505	No	$116,332	Yes	z_F	z_High School	Home Maker	37	Private	$14,300	1	z_SUV	no	$7,341	1	No	8	NA	Highly Urban/ Urban
4312	1	4049.00000	0	49	0	9	$75,772	No	$256,898	z_No	M	z_High School	z_Blue Collar	41	Commercial	$6,400	7	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
4314	1	4767.00000	0	50	0	11	$53,210	No	$0	z_No	M	z_High School	z_Blue Collar	33	Commercial	$23,810	8	Panel Truck	yes	$19,595	1	Yes	10	8	Highly Urban/ Urban
4315	0	0.00000	0	38	0	NA		No	$311,732	Yes	z_F	Masters	Lawyer	15	Private	$17,690	11	Minivan	no	$0	0	No	0	16	Highly Urban/ Urban
4316	0	0.00000	0	32	1	NA	$0	No	$76,582	Yes	z_F	Bachelors	Home Maker	70	Private	$11,500	16	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
4317	0	0.00000	1	56	3	18	$14,757	No	$149,528	Yes	z_F	<High School	Clerical	44	Private	$11,750	4	Sports Car	no	$0	0	No	0	7	Highly Urban/ Urban
4318	0	0.00000	0	50	0	10	$101,296	No	$291,426	Yes	M	Masters	Manager	7	Private	$20,820	3	Van	no	$0	0	No	1	10	Highly Urban/ Urban
4319	0	0.00000	0	55	0	15	$19,532	No	$133,408	Yes	z_F	z_High School	Home Maker	142	Commercial	$8,950	4	Pickup	no	$0	0	No	1	1	z_Highly Rural/ Rural
4320	0	0.00000	0	42	4	14	$22,225	Yes	$103,267	z_No	M	<High School	Clerical	31	Private	$18,780	11	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
4321	0	0.00000	0	48	0	3	$54,239	No	$223,217	z_No	z_F	z_High School	z_Blue Collar	13	Commercial	$16,520	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
4323	1	6836.25699	0	51	0	0	$0	No	$0	z_No	z_F	<High School	Student	23	Private	$6,600	1	z_SUV	no	$27,503	4	Yes	1	1	Highly Urban/ Urban
4325	0	0.00000	0	62	0	13	$69,874	No	$0	z_No	M	Masters	Manager	32	Commercial	$26,910	3	Pickup	no	$6,494	1	No	0	18	Highly Urban/ Urban
4326	0	0.00000	3	40	3	14	$4,885	No	$0	Yes	z_F	Bachelors	Student	58	Commercial	$5,600	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
4327	0	0.00000	0	28	1	11	$30,877	No	$114,482	Yes	z_F	<High School	Clerical	26	Private	$13,290	11	Sports Car	no	$1,852	2	No	5	1	Highly Urban/ Urban
4329	1	3762.00000	1	40	3	16	$189,555	No	$452,019	Yes	z_F	PhD	Doctor	35	Private	$1,500	1	z_SUV	no	$0	0	No	0	16	Highly Urban/ Urban
4330	1	7783.00000	0	37	2	14	$14,055	No	$0	Yes	z_F	<High School	Student	55	Private	$9,960	1	z_SUV	no	$0	0	No	0	7	z_Highly Rural/ Rural
4332	0	0.00000	0	47	0	14	$43,779	No		Yes	z_F	Masters	Professional	36	Private	$10,580	7	Sports Car	no	$7,588	3	No	6	1	Highly Urban/ Urban
4333	0	0.00000	0	34	1	0	$0	No	$70,103	Yes	z_F	<High School	Home Maker	16	Private	$5,410	1	z_SUV	no	$22,598	3	Yes	8	1	Highly Urban/ Urban
4334	1	3090.00000	0	29	0	7	$11,954	No	$0	z_No	z_F	<High School	Clerical	16	Private	$10,190	1	z_SUV	no	$0	0	No	1	8	Highly Urban/ Urban
4336	0	0.00000	0	47	0	9	$95,398	No	$278,934	z_No	M	Masters		21	Commercial	$38,440	4	Panel Truck	no	$0	0	No	0	19	z_Highly Rural/ Rural
4339	0	0.00000	0	59	0	7	$150,956	No	$386,522	z_No	z_F	PhD	Doctor	9	Private	$22,500	1	Minivan	no	$0	0	No	0	11	Highly Urban/ Urban
4340	0	0.00000	0	57	0	NA	$144,876	No	$389,058	Yes	z_F	Masters	Manager	34	Commercial	$29,940	6	Van	no	$0	0	No	1	14	Highly Urban/ Urban
4341	0	0.00000	0	46	0	9	$57,049	No	$211,508	z_No	M	Bachelors	Manager	15	Commercial	$11,800	7	Pickup	yes	$1,437	2	No	0	11	Highly Urban/ Urban
4342	1	2585.00000	0	51	0	13	$55,727	No	$195,859	Yes	M	z_High School	z_Blue Collar	55	Commercial	$7,250	8	Pickup	yes	$0	0	No	1	6	Highly Urban/ Urban
4344	0	0.00000	1	43	1	11	$73,247	Yes	$0	z_No	z_F	Masters	Lawyer	12	Private	$13,170	4	Sports Car	no	$3,338	1	No	6	16	Highly Urban/ Urban
4345	1	5063.00000	0	63	0	0	$0	No	$111,129	Yes	z_F	PhD	Home Maker	33	Private	$24,020	1	z_SUV	no	$0	0	No	0	15	Highly Urban/ Urban
4346	0	0.00000	0	42	1	12	$48,915	Yes	$0	z_No	z_F	Bachelors	Professional	25	Private	$16,360	4	z_SUV	no	$6,720	1	No	1	NA	Highly Urban/ Urban
4348	1	5865.00000	0	24	1	8	$12,871	Yes	$0	z_No	M	Bachelors	Clerical	53	Private	$16,500	13	Minivan	yes	$0	0	No	0	6	Highly Urban/ Urban
4349	0	0.00000	0	36	0	0	$0	No		z_No	z_F	z_High School	Student	28	Commercial	$6,570	15	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
4350	0	0.00000	0	29	1	13	$30,447	No	$145,720	Yes	z_F	z_High School	Clerical	24	Private	$5,640	7	Sports Car	no	$0	0	No	1	1	z_Highly Rural/ Rural
4351	0	0.00000	0	55	0	9	$188,788	No	$481,769	Yes	M	PhD	Doctor	31	Private	$29,640	1	Minivan	no	$0	0	No	1	14	Highly Urban/ Urban
4352	0	0.00000	0	54	0	7	$82,395	No	$224,691	z_No	z_F	Masters	Lawyer	41	Private	$6,900	6	Sports Car	no	$0	0	No	1	16	Highly Urban/ Urban
4353	1	7746.00000	0	45	0	0	$0	No	$98,716	Yes	z_F	z_High School	Student	34	Private	$6,000	4	z_SUV	no	$29,651	2	Yes	8	7	Highly Urban/ Urban
4354	0	0.00000	0	44	1	14	$250,286	No	$554,267	Yes	z_F	PhD	Doctor	44	Private	$30,930	1	Minivan	no	$0	0	No	2	18	Highly Urban/ Urban
4356	0	0.00000	0	40	2	10	$31,993	Yes	$0	z_No	M	<High School	z_Blue Collar	42	Private	$14,070	10	Minivan	no	$1,128	1	No	0	6	Highly Urban/ Urban
4358	0	0.00000	0	32	3	14	$35,793	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	28	Private	$19,960	1	Pickup	no	$0	0	No	0	1	z_Highly Rural/ Rural
4360	1	3794.00000	0	59	0	14	$71,197	No	$0	z_No	z_F	z_High School	z_Blue Collar	37	Commercial	$14,520	15	Minivan	no	$0	0	No	0	6	Highly Urban/ Urban
4361	0	0.00000	0	52	0	12	$97,336	No	$0	z_No	M	Bachelors	Professional	22	Commercial	$18,660	4	Van	yes	$0	0	No	0	10	Highly Urban/ Urban
4363	1	5074.00000	2	66	2	15	$33,644	No	$186,626	Yes	M	z_High School	z_Blue Collar	41	Commercial	$21,020	1	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
4364	1	4019.00000	0	35	0	9	$69,592	No	$0	z_No	z_F	Masters	Lawyer	32	Private	$11,960	1	z_SUV	no	$0	0	No	1	17	Highly Urban/ Urban
4365	0	0.00000	0	61	0	11	$24,049	No	$0	z_No	M	z_High School	z_Blue Collar	31	Commercial	$10,000	1	Sports Car	yes	$0	0	No	0	7	Highly Urban/ Urban
4366	1	5640.00000	0	NA	3	12	$16,227	No		Yes	M	z_High School	Student	39	Private	$20,770	1	Van	yes	$0	0	No	6	1	Highly Urban/ Urban
4367	0	0.00000	0	60	0	12	$37,940	No	$182,739	Yes	z_F	z_High School	z_Blue Collar	16	Commercial	$21,280	1	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
4369	1	571.00000	0	59	0	9	$79,380	No		Yes	M	z_High School	z_Blue Collar	73	Commercial	$19,960	1	Van	no	$3,960	4	No	8	9	Highly Urban/ Urban
4370	0	0.00000	0	55	0	11	$112,423	No	$286,788	Yes	M	Bachelors	z_Blue Collar	30	Private	$17,210	4	Van	yes	$0	0	No	0	1	Highly Urban/ Urban
4371	1	5732.00000	0	32	3	12	$66,841	Yes	$0	z_No	z_F	Bachelors	Manager	12	Private	$4,700	10	z_SUV	no	$0	0	No	0	NA	Highly Urban/ Urban
4372	0	0.00000	0	48	0	0	$0	No		z_No	z_F	Bachelors	Home Maker	16	Private	$25,250	1	Pickup	no	$0	0	Yes	0	8	z_Highly Rural/ Rural
4373	1	2370.00000	0	26	1	0	$0	No	$0	Yes	z_F	<High School	Student	27	Private	$4,120	4	z_SUV	no	$0	0	Yes	1	6	Highly Urban/ Urban
4376	0	0.00000	2	43	3	0	$0	Yes	$0	z_No	z_F	z_High School	Home Maker	49	Private	$6,320	1	z_SUV	no	$2,434	2	No	4	5	z_Highly Rural/ Rural
4377	0	0.00000	2	41	2	12	$64,957	No	$209,019	Yes	M	Masters		47	Private	$15,000	1	Minivan	no	$7,323	1	No	3	7	Highly Urban/ Urban
4379	0	0.00000	0	52	0	10	$101,637	No	$325,193	Yes	z_F	Masters	Lawyer	26	Private	$14,220	1	Sports Car	no	$0	0	No	1	10	Highly Urban/ Urban
4380	1	2979.00000	0	31	2	12	$17,567	Yes	$0	z_No	M	<High School	Clerical	14	Private	$6,360	10	Minivan	no	$0	0	No	0	5	Highly Urban/ Urban
4382	0	0.00000	0	57	0	10	$162,165	No	$437,750	z_No	M	PhD	Doctor	33	Private	$13,820	6	Minivan	yes	$0	0	No	0	20	Highly Urban/ Urban
4383	0	0.00000	0	46	0	11	$73,644	No	$266,128	Yes	z_F	Bachelors	Home Maker	5	Private	$6,100	1	z_SUV	no	$0	0	No	0	6	z_Highly Rural/ Rural
4384	0	0.00000	0	46	0	13	$19,270	No	$118,739	Yes	M	<High School	Clerical	51	Private	$18,870	11	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
4385	0	0.00000	0	34	1	12	$56,113	No	$163,622	Yes	z_F	Bachelors	Professional	16	Private	$4,900	10	Sports Car	no	$0	0	No	0	9	Highly Urban/ Urban
4386	0	0.00000	1	37	1	7	$102,769	No	$235,822	Yes	z_F	Bachelors	z_Blue Collar	5	Commercial	$15,480	7	z_SUV	no	$0	0	No	0	10	Highly Urban/ Urban
4388	0	0.00000	2	42	3	14	$32,808	No	$165,172	Yes	M	<High School	z_Blue Collar	32	Private	$11,990	4	Minivan	yes	$1,188	1	No	1	1	Highly Urban/ Urban
4389	0	0.00000	1	42	3	12	$9,671	No	$0	Yes	z_F	z_High School	Student	9	Private	$9,900	3	z_SUV	no	$3,986	3	No	4	1	Highly Urban/ Urban
4390	0	0.00000	0	51	0	12	$70,846	No	$0	z_No	M	PhD	Doctor	23	Private	$17,810	7	Van	yes	$0	0	No	0	12	Highly Urban/ Urban
4391	0	0.00000	0	36	0	12	$32,252	No	$127,659	Yes	M	z_High School	z_Blue Collar	33	Commercial	$5,620	4	Pickup	no	$10,383	2	No	5	1	Highly Urban/ Urban
4392	0	0.00000	0	39	0	12	$66,962	No	$219,185	Yes	z_F	z_High School	z_Blue Collar	41	Commercial	$12,100	13	z_SUV	no	$0	0	No	2	9	Highly Urban/ Urban
4393	0	0.00000	1	45	3	15	$79,586	No		Yes	z_F	Masters	Lawyer	5	Private	$13,960	1	z_SUV	no	$5,006	3	No	0	13	Highly Urban/ Urban
4394	0	0.00000	1	40	2	14	$26,555	No	$160,140	Yes	z_F	<High School	Clerical	47	Private	$8,160	17	Sports Car	no	$0	0	No	1	1	Highly Urban/ Urban
4395	0	0.00000	0	56	0	9	$68,800	No	$233,047	Yes	z_F	Masters	Lawyer	38	Private	$13,980	4	z_SUV	no	$3,631	1	No	0	14	Highly Urban/ Urban
4396	0	0.00000	0	56	0	10	$199,336	No	$501,076	Yes	z_F	PhD		23	Commercial	$41,280	1	Van	no	$0	0	No	1	16	Highly Urban/ Urban
4397	1	599.00000	0	34	3	14	$56,095	No	$186,866	Yes	M	Bachelors	Clerical	58	Private	$6,970	6	Minivan	yes	$0	0	No	0	5	Highly Urban/ Urban
4398	0	0.00000	0	54	0	16	$72,540	No	$265,894	Yes	z_F	Masters	Lawyer	37	Private	$19,470	6	Minivan	no	$32,145	1	No	4	10	Highly Urban/ Urban
4399	0	0.00000	1	44	1	11	$26,653	Yes	$0	z_No	z_F	z_High School	Clerical	54	Private	$9,260	1	Minivan	no	$0	0	No	1	1	Highly Urban/ Urban
4401	0	0.00000	3	40	3	12	$109,956	Yes	$0	z_No	M	<High School	z_Blue Collar	32	Private	$19,330	6	Minivan	yes	$3,869	3	No	2	1	Highly Urban/ Urban
4402	0	0.00000	0	53	0	8	$109,230	No	$301,276	Yes	M	PhD	Doctor	32	Private	$28,570	1	Minivan	no	$0	0	No	0	6	Highly Urban/ Urban
4403	1	4582.00000	0	52	0	11	$38,442	No	$175,653	z_No	z_F	Bachelors	z_Blue Collar	25	Commercial	$14,880	4	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
4404	0	0.00000	0	36	0	11	$78,379	No	$240,848	Yes	M	Bachelors	z_Blue Collar	31	Commercial	$14,080	1	Minivan	yes	$7,419	1	No	3	13	Highly Urban/ Urban
4405	0	0.00000	0	38	0	11	$19,207	No	$0	z_No	M	Masters	Lawyer	34	Private	$4,200	1	Minivan	no	$13,591	1	No	4	NA	Highly Urban/ Urban
4406	0	0.00000	0	42	0	12	$109,919	No	$348,658	Yes	z_F	Masters	Manager	23	Private	$22,520	9	Sports Car	no	$0	0	No	0	8	Highly Urban/ Urban
4407	0	0.00000	0	55	0	15	$121,913	No	$0	z_No	z_F	Masters	Professional	38	Private	$18,080	11	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
4408	0	0.00000	0	51	0	8	$52,395	No	$0	z_No	M	Bachelors	Manager	74	Private	$19,740	6	Minivan	yes	$4,447	3	No	0	4	Highly Urban/ Urban
4409	0	0.00000	0	21	1	12	$360	Yes	$0	z_No	M	z_High School	Student	44	Commercial	$3,320	6	Minivan	yes	$6,117	3	No	1	8	z_Highly Rural/ Rural
4410	0	0.00000	0	40	0	11	$38,957	No	$140,755	Yes	z_F	z_High School	z_Blue Collar	29	Commercial	$12,110	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
4411	1	4790.00000	0	57	2	16	$6,018	Yes	$0	z_No	z_F	<High School	Home Maker	23	Private	$9,330	4	z_SUV	no	$0	0	No	1	1	Highly Urban/ Urban
4412	1	2375.00000	0	33	1	8	$32,708	Yes	$0	z_No	M	z_High School	Student	56	Commercial	$31,040	1	Panel Truck	no	$7,343	2	No	4	1	Highly Urban/ Urban
4413	0	0.00000	0	51	0	6	$72,037	No	$0	z_No	M	z_High School	Manager	13	Commercial	$19,080	6	Van	yes	$6,162	2	No	6	8	Highly Urban/ Urban
4414	0	0.00000	0	58	0	12	$95,447	No	$344,763	z_No	M	Bachelors	Professional	9	Private	$12,460	6	Minivan	yes	$0	0	No	0	13	Highly Urban/ Urban
4415	0	0.00000	2	37	3	15	$18,784	Yes	$0	z_No	M	z_High School	z_Blue Collar	20	Commercial	$7,080	7	Minivan	yes	$26,827	4	No	3	NA	Highly Urban/ Urban
4416	1	4580.00000	0	37	1	0	$0	Yes	$0	z_No	z_F	Bachelors	Student	50	Private	$9,270	9	z_SUV	no	$0	0	Yes	0	10	Highly Urban/ Urban
4417	0	0.00000	0	54	0	13	$20,058	No	$140,497	Yes	M	<High School	Clerical	15	Private	$16,390	6	Van	yes	$0	0	No	0	7	Highly Urban/ Urban
4418	0	0.00000	0	46	0	9	$136,301	No	$0	z_No	M	PhD	Doctor	18	Private	$1,500	1	Minivan	yes	$1,155	3	No	8	16	Highly Urban/ Urban
4419	0	0.00000	0	51	0	14	$188,841	No	$455,605	Yes	z_F	PhD	Doctor	43	Private	$35,600	6	Van	no	$0	0	No	3	9	Highly Urban/ Urban
4420	0	0.00000	0	37	1	11	$92,633	No	$268,718	Yes	M	z_High School	z_Blue Collar	55	Commercial	$33,220	1	Panel Truck	yes	$0	0	No	2	7	z_Highly Rural/ Rural
4421	1	3887.00000	2	36	3	9	$20,765	Yes	$0	z_No	z_F	<High School	Home Maker	19	Private	$12,510	1	Pickup	no	$0	0	No	6	1	Highly Urban/ Urban
4422	0	0.00000	0	49	0	0	$0	No	$0	Yes	M	Bachelors	Student	24	Commercial	$6,400	4	Pickup	yes	$7,399	2	No	1	15	Highly Urban/ Urban
4425	0	0.00000	0	60	0	12	$79,245	No	$0	z_No	M	z_High School	Manager	36	Commercial	$24,170	1	Panel Truck	yes	$0	0	No	0	8	Highly Urban/ Urban
4426	0	0.00000	1	39	1	11	$97,766	Yes		z_No	M	Bachelors	Manager	10	Private	$11,280	7	Pickup	yes	$8,835	2	No	1	1	Highly Urban/ Urban
4427	1	6603.00000	0	53	0	11	$32,956	No	$202,231	Yes	z_F	z_High School	Home Maker	57	Commercial	$18,150	1	z_SUV	no	$0	0	No	5	1	Highly Urban/ Urban
4429	0	0.00000	0	54	0	10	$107,553	No	$346,995	z_No	M	z_High School	z_Blue Collar	18	Commercial	$29,070	21	Panel Truck	no	$0	0	No	2	1	Highly Urban/ Urban
4430	0	0.00000	1	46	0	13	$64,030	No	$191,941	Yes	M	Masters	Lawyer	60	Private	$24,070	3	z_SUV	no	$30,807	1	No	7	13	Highly Urban/ Urban
4431	1	2386.00000	1	42	2	13		Yes	$0	z_No	z_F	Bachelors	Clerical	37	Private	$31,960	1	Sports Car	no	$5,827	3	No	4	7	Highly Urban/ Urban
4432	0	0.00000	0	46	0	12	$214,653	No	$498,559	Yes	M	PhD	Manager	21	Commercial	$37,960	11	Panel Truck	yes	$7,327	1	No	0	16	Highly Urban/ Urban
4434	0	0.00000	1	44	2	15	$90,939	No	$290,793	Yes	z_F	Masters	Lawyer	21	Private	$2,740	4	Sports Car	no	$0	0	Yes	1	8	Highly Urban/ Urban
4435	0	0.00000	0	38	0	10	$95,197	No	$281,124	Yes	z_F	Bachelors	Manager	46	Private	$20,730	9	z_SUV	no	$0	0	No	0	11	Highly Urban/ Urban
4438	0	0.00000	0	35	2	12	$21,075	Yes	$0	z_No	z_F	<High School	z_Blue Collar	38	Private	$22,730	6	z_SUV	no	$778	2	No	4	6	Highly Urban/ Urban
4440	0	0.00000	0	37	0	8	$32,497	No	$117,288	z_No	M	z_High School	Professional	5	Private	$22,090	6	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
4441	0	0.00000	0	47	0	11	$14,359	No	$0	Yes	M	Bachelors	Student	31	Commercial	$15,490	6	Minivan	no	$0	0	No	6	11	Highly Urban/ Urban
4442	0	0.00000	0	51	0	13	$27,450	No	$115,618	Yes	M	z_High School	Clerical	40	Commercial	$10,030	17	Pickup	yes	$0	0	No	2	1	z_Highly Rural/ Rural
4443	0	0.00000	0	50	0	12	$23,773	No	$132,316	z_No	z_F	<High School	Clerical	17	Private	$8,880	10	Pickup	no	$6,552	3	No	5	1	Highly Urban/ Urban
4444	0	0.00000	0	51	0	7	$105,194	No	$283,144	Yes	M	Masters	Manager	11	Private	$12,020	1	Pickup	no	$0	0	No	0	9	Highly Urban/ Urban
4445	0	0.00000	0	27	0	6	$58,576	No	$168,176	z_No	z_F	Bachelors	Home Maker	47	Private	$16,420	7	Sports Car	no	$2,101	2	No	3	5	Highly Urban/ Urban
4446	0	0.00000	0	22	2	8	$33,571	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	33	Commercial	$24,560	4	Minivan	no	$0	0	No	0	8	Highly Urban/ Urban
4447	0	0.00000	1	42	3	14	$68,330	Yes	$254,660	z_No	z_F	Bachelors	Professional	22	Private	$12,990	1	z_SUV	no	$0	0	No	1	10	Highly Urban/ Urban
4448	0	0.00000	0	51	0	8	$185,019	No	$454,107	Yes	z_F	Masters	Professional	62	Commercial	$40,180	1	Panel Truck	no	$0	0	No	0	15	Highly Urban/ Urban
4450	1	19013.39803	0	41	0	7	$78,866	No	$0	z_No	M	Bachelors	z_Blue Collar	22	Commercial	$18,270	6	Van	yes	$6,856	1	No	2	6	Highly Urban/ Urban
4451	0	0.00000	1	41	1	14	$57,073	No	$230,870	Yes	z_F	z_High School	Professional	38	Private	$18,180	13	Minivan	no	$0	0	No	2	1	Highly Urban/ Urban
4452	0	0.00000	0	62	0	12	$69,331	No	$276,064	Yes	z_F	PhD	Lawyer	43	Private	$26,360	17	Sports Car	no	$5,837	3	No	0	19	Highly Urban/ Urban
4453	1	3918.00000	0	60	0	13	$128,275	No	$0	z_No	M	PhD	Doctor	33	Private	$14,330	10	Minivan	no	$3,977	3	No	4	13	Highly Urban/ Urban
4454	0	0.00000	0	48	0	13	$132,114	No	$360,740	Yes	M	Masters	Lawyer	62	Private	$14,710	1	Minivan	yes	$0	0	No	0	16	z_Highly Rural/ Rural
4455	0	0.00000	0	59	0	12	$12,359	No	$122,315	z_No	M	z_High School	Clerical	24	Private	$13,640	1	Minivan	no	$0	0	No	1	1	z_Highly Rural/ Rural
4457	0	0.00000	0	48	0	10	$84,647	No	$235,879	Yes	M	PhD	Doctor	21	Private	$14,760	1	Minivan	yes	$30,076	1	Yes	0	15	Highly Urban/ Urban
4458	0	0.00000	0	33	2	9	$120,322	Yes	$0	z_No	M	Bachelors	Manager	19	Commercial	$16,830	4	Van	yes	$26,318	1	No	0	12	Highly Urban/ Urban
4459	0	0.00000	0	55	0	13	$59,543	No	$210,698	Yes	z_F	Bachelors	Professional	32	Private	$12,950	1	z_SUV	no	$677	2	No	4	5	Highly Urban/ Urban
4460	0	0.00000	0	55	0	16	$18,244	No	$0	Yes	M	z_High School	Student	33	Commercial	$11,030	1	Pickup	yes	$0	0	No	2	11	z_Highly Rural/ Rural
4461	1	1212.00000	0	43	2	NA	$69,476	Yes	$0	z_No	z_F	<High School	z_Blue Collar	44	Private	$12,750	7	z_SUV	no	$2,516	1	No	0	6	Highly Urban/ Urban
4462	0	0.00000	0	50	0	12	$43,892	No	$197,955	Yes	z_F	z_High School	Professional	30	Commercial	$27,980	3	Pickup	no	$0	0	No	2	8	z_Highly Rural/ Rural
4464	1	5184.00000	0	48	0	11	$56,814	No	$230,221	z_No	M	z_High School	Clerical	55	Private	$10,930	7	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
4465	0	0.00000	0	32	3	13	$35,119	Yes	$173,478	z_No	M	z_High School	z_Blue Collar	25	Private	$13,270	1	Minivan	yes	$34,233	2	Yes	4	7	Highly Urban/ Urban
4466	0	0.00000	0	49	0	NA	$143,719	No	$0	z_No	M	PhD	Doctor	35	Private	$20,770	1	Minivan	no	$0	0	No	0	25	Highly Urban/ Urban
4470	0	0.00000	0	57	0	14	$134,837	No	$413,916	Yes	z_F	Bachelors	Manager	45	Private	$27,640	1	z_SUV	no	$0	0	No	0	14	Highly Urban/ Urban
4471	0	0.00000	0	58	0	12	$30,360	No	$171,625	z_No	z_F	z_High School	Clerical	12	Private	$12,000	6	z_SUV	no	$6,060	1	Yes	4	1	Highly Urban/ Urban
4474	0	0.00000	0	45	0	11	$55,573	No		z_No	z_F	z_High School	Professional	22	Private	$11,560	1	z_SUV	no	$0	0	No	4	9	Highly Urban/ Urban
4475	0	0.00000	0	39	0	11	$80,021	No	$264,048	z_No	M	Bachelors	z_Blue Collar	41	Commercial	$19,530	10	Van	yes	$3,047	2	No	1	13	Highly Urban/ Urban
4477	1	3587.00000	0	52	0	NA	$52,626	No	$0	z_No	M	Bachelors	Clerical	36	Private	$10,300	4	Pickup	yes	$5,236	2	No	6	NA	Highly Urban/ Urban
4478	1	6651.00000	0	35	0	11	$116,870	No	$309,742	z_No	z_F	Masters	Manager	38	Private	$11,940	12	z_SUV	no	$0	0	No	3	4	Highly Urban/ Urban
4479	0	0.00000	0	46	0	0	$0	No	$114,513	Yes	z_F	Bachelors	Home Maker	31	Private	$22,920	3	Minivan	no	$0	0	No	0	13	z_Highly Rural/ Rural
4480	0	0.00000	0	40	0	10	$52,856	No	$174,800	z_No	z_F	Masters	Lawyer	36	Private	$10,790	1	z_SUV	no	$0	0	No	0	13	Highly Urban/ Urban
4481	0	0.00000	0	40	1	NA	$83,891	No	$222,080	Yes	M	Bachelors	Professional	64	Commercial	$27,000	4	Panel Truck	yes	$0	0	No	0	12	z_Highly Rural/ Rural
4482	0	0.00000	0	55	0	14	$253,058	No	$545,672	Yes	z_F	PhD	Manager	30	Private	$26,810	7	Sports Car	no	$0	0	No	0	14	Highly Urban/ Urban
4483	0	0.00000	0	41	0	11	$97,614	No	$273,987	Yes	z_F	Masters	Lawyer	19	Private	$31,930	4	Sports Car	no	$0	0	No	1	21	Highly Urban/ Urban
4484	0	0.00000	0	33	1	0	$0	No	$120,175	Yes	z_F	z_High School	Home Maker	40	Private	$9,030	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
4485	1	3968.00000	2	57	3	15	$106,465	No	$329,334	Yes	z_F	Masters	Professional	37	Private	$11,760	3	z_SUV	no	$11,528	4	No	7	16	Highly Urban/ Urban
4486	0	0.00000	0	41	0	10	$55,714	No	$190,206	z_No	z_F	z_High School	z_Blue Collar	75	Private	$11,690	10	z_SUV	no	$0	0	Yes	0	1	z_Highly Rural/ Rural
4487	0	0.00000	0	39	0	11	$140,275	No	$385,708	Yes	M	Masters	Manager	9	Commercial	$23,170	1	Panel Truck	yes	$0	0	No	0	11	Highly Urban/ Urban
4488	0	0.00000	0	50	0	12	$45,215	No	$0	z_No	z_F	z_High School	z_Blue Collar	41	Private	$8,240	10	Sports Car	no	$0	0	No	0	13	Highly Urban/ Urban
4489	1	8927.00000	0	43	2	0	$0	No	$0	Yes	z_F	<High School	Student	15	Private	$5,800	1	Sports Car	no	$5,767	1	No	9	6	Highly Urban/ Urban
4490	0	0.00000	0	37	0	11	$29,058	No	$0	z_No	z_F	z_High School	Home Maker	30	Private	$8,110	6	z_SUV	no	$0	0	No	3	1	z_Highly Rural/ Rural
4491	0	0.00000	0	54	0	13		No	$0	z_No	z_F	z_High School	Student	41	Commercial	$10,390	3	z_SUV	no	$0	0	No	0	7	z_Highly Rural/ Rural
4492	0	0.00000	0	50	0	0	$0	No	$103,572	Yes	z_F	Masters	Home Maker	51	Private	$1,500	6	Sports Car	no	$0	0	No	1	17	z_Highly Rural/ Rural
4493	0	0.00000	0	54	0	NA	$52,383	No	$197,029	Yes	M	Bachelors	Home Maker	64	Private	$7,730	6	Pickup	yes	$0	0	No	1	6	Highly Urban/ Urban
4494	0	0.00000	0	60	0	15	$35,390	No	$140,705	Yes	z_F	z_High School	Manager	21	Commercial	$17,140	6	Pickup	no	$8,410	1	No	0	8	Highly Urban/ Urban
4495	0	0.00000	0	47	0	11	$243,751	No	$0	z_No	M	PhD		18	Commercial	$33,840	1	Panel Truck	no	$0	0	No	1	17	Highly Urban/ Urban
4496	0	0.00000	0	29	4	14	$33,572	Yes	$0	z_No	z_F	<High School	z_Blue Collar	56	Private	$7,760	4	z_SUV	no	$5,293	1	No	6	1	Highly Urban/ Urban
4497	1	4579.00000	2	44	3	13	$18,154	No	$108,984	Yes	M	<High School	z_Blue Collar	77	Commercial	$6,420	1	Pickup	yes	$8,183	2	No	1	1	Highly Urban/ Urban
4498	0	0.00000	0	61	0	13	$103,293	No	$284,550	Yes	z_F	PhD	Doctor	37	Private	$42,520	7	z_SUV	no	$0	0	No	0	14	Highly Urban/ Urban
4499	0	0.00000	0	51	0	NA	$152,156	No	$396,292	Yes	M	Masters	Manager	22	Commercial	$19,780	6	Van	yes	$0	0	No	0	10	Highly Urban/ Urban
4501	1	2091.00000	0	38	0	13	$15,252	No	$146,062	Yes	z_F	<High School	Clerical	31	Private	$3,030	1	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
4502	0	0.00000	0	49	0	17	$34,127	No	$181,309	Yes	z_F	Bachelors	Manager	33	Private	$4,910	4	Sports Car	no	$7,244	1	No	3	7	Highly Urban/ Urban
4503	0	0.00000	0	32	0	6	$11,898	No	$118,273	Yes	M	<High School	z_Blue Collar	39	Private	$10,700	3	Minivan	yes	$0	0	No	2	1	z_Highly Rural/ Rural
4504	0	0.00000	0	51	1	0	$0	No	$0	Yes	z_F	z_High School	Student	52	Private	$11,800	7	z_SUV	no	$0	0	No	0	11	z_Highly Rural/ Rural
4505	1	5613.00000	0	48	0	11	$49,035	No	$168,921	Yes	M	z_High School	z_Blue Collar	20	Commercial	$11,210	1	Pickup	yes	$7,759	2	No	1	6	Highly Urban/ Urban
4506	0	0.00000	0	38	0	9	$178,356	No	$0	z_No	z_F	PhD	Doctor	21	Private	$23,140	1	Pickup	no	$0	0	No	0	19	Highly Urban/ Urban
4507	1	196.14682	3	38	3	17	$3,151	No	$107,534	Yes	M	z_High School	Student	39	Commercial	$14,990	4	Minivan	no	$3,826	2	No	3	1	Highly Urban/ Urban
4508	0	0.00000	0	42	0	11	$59,598	No	$0	z_No	M	<High School	z_Blue Collar	49	Private	$14,190	1	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
4510	0	0.00000	2	44	2	NA	$61,616	No	$236,422	Yes	z_F	Bachelors	Manager	26	Private	$16,540	1	Pickup	no	$0	0	No	1	7	Highly Urban/ Urban
4511	0	0.00000	0	48	0	12	$46,839	No	$0	z_No	M	z_High School	Clerical	14	Private	$13,790	1	Minivan	no	$19,596	1	No	0	1	z_Highly Rural/ Rural
4512	0	0.00000	0	59	0	14	$23,892	No	$0	z_No	M	<High School	Clerical	27	Commercial	$23,830	6	Panel Truck	yes	$3,600	2	No	2	7	z_Highly Rural/ Rural
4514	0	0.00000	0	52	0	0	$0	No		Yes	z_F	PhD	Home Maker	64	Private	$6,700	1	z_SUV	no	$0	0	No	1	9	z_Highly Rural/ Rural
4515	1	6357.00000	1	45	1	13	$34,675	No	$165,566	Yes	z_F	<High School	Clerical	37	Private	$7,660	4	z_SUV	no	$0	0	No	0	NA	Highly Urban/ Urban
4516	0	0.00000	0	33	0	12	$40,071	No		Yes	z_F	Bachelors	Clerical	23	Private	$8,810	1	z_SUV	no	$0	0	No	0	10	Highly Urban/ Urban
4517	1	8349.00000	1	38	3	15		Yes	$0	z_No	M	z_High School	Clerical	61	Private	$19,550	16	Van	no	$6,436	1	No	3	1	z_Highly Rural/ Rural
4518	0	0.00000	0	33	1	11	$18,196	No	$0	Yes	z_F	z_High School	Student	26	Commercial	$8,510	1	Sports Car	no	$0	0	No	0	8	Highly Urban/ Urban
4519	0	0.00000	0	48	0	8	$78,254	No	$233,959	Yes	z_F	z_High School	Manager	37	Private	$14,130	6	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
4520	0	0.00000	0	53	0	9	$96,093	No	$282,737	Yes	z_F	Bachelors	Manager	25	Private	$6,800	1	z_SUV	no	$0	0	No	0	14	Highly Urban/ Urban
4522	0	0.00000	0	46	0	5	$75,983	No	$252,802	Yes	M	Masters		21	Private	$14,610	1	Minivan	no	$0	0	No	0	14	Highly Urban/ Urban
4523	0	0.00000	0	40	0	9	$64,032	No	$0	z_No	M	Masters	Lawyer	25	Private	$7,900	6	Pickup	yes	$0	0	No	0	NA	Highly Urban/ Urban
4524	0	0.00000	0	35	0	NA		No	$345,792	Yes	M	Bachelors	Manager	20	Private	$17,470	4	Van	no	$0	0	No	3	13	Highly Urban/ Urban
4525	1	3231.00000	0	59	0	17	$320,127	No	$750,455	Yes	M	PhD		19	Commercial	$57,970	1	Panel Truck	yes	$6,375	2	No	5	12	Highly Urban/ Urban
4526	1	3428.48499	0	30	3	15	$9,361	No	$0	Yes	z_F	z_High School	Student	38	Private	$2,440	6	Sports Car	no	$31,992	1	Yes	0	1	Highly Urban/ Urban
4528	0	0.00000	0	62	0	15	$189,238	No		z_No	M	Masters		43	Commercial	$43,960	6	Panel Truck	no	$0	0	No	2	21	Highly Urban/ Urban
4529	1	108.74150	0	47	0	0	$0	No	$0	z_No	M	z_High School	Student	59	Commercial	$6,200	6	Pickup	yes	$4,754	2	No	8	1	Highly Urban/ Urban
4531	0	0.00000	0	52	0	14	$52,829	No	$192,969	Yes	M	Bachelors	Clerical	41	Private	$14,720	17	Minivan	yes	$0	0	No	1	13	Highly Urban/ Urban
4534	1	4078.00000	0	31	1	11	$58,391	No	$187,063	Yes	M	z_High School	z_Blue Collar	34	Commercial	$10,440	10	Pickup	no	$2,018	3	No	0	8	Highly Urban/ Urban
4537	1	4308.00000	0	30	1	10	$32,809	No	$141,859	Yes	z_F	z_High School	z_Blue Collar	24	Commercial	$8,260	10	z_SUV	no	$0	0	No	2	1	Highly Urban/ Urban
4538	1	95.56732	0	40	0	NA		No	$206,959	Yes	z_F	z_High School	z_Blue Collar	45	Commercial	$1,500	4	Sports Car	no	$2,154	3	No	5	1	Highly Urban/ Urban
4539	0	0.00000	0	43	0	8	$33,403	No	$177,486	Yes	z_F	Bachelors	Home Maker	6	Private	$8,550	10	z_SUV	no	$0	0	No	0	7	z_Highly Rural/ Rural
4540	0	0.00000	0	50	0	11	$96,762	No	$274,013	Yes	M	Masters	Lawyer	16	Private	$16,180	10	Minivan	no	$0	0	No	1	16	Highly Urban/ Urban
4541	0	0.00000	0	64	0	10	$15,878	No	$130,367	Yes	z_F	<High School	Clerical	20	Private	$16,180	7	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
4543	0	0.00000	0	47	0	13	$28,966	No	$127,520	Yes	M	<High School	Clerical	54	Commercial	$6,400	1	Pickup	yes	$0	0	No	1	1	z_Highly Rural/ Rural
4544	0	0.00000	0	45	0	12	$107,327	No	$316,035	z_No	z_F	Bachelors	Professional	38	Private	$24,320	1	Sports Car	no	$0	0	No	3	9	Highly Urban/ Urban
4545	1	1222.00000	0	43	2	12	$636	Yes	$0	z_No	M	<High School	Student	34	Private	$8,450	1	Minivan	no	$2,210	2	Yes	0	5	Highly Urban/ Urban
4546	1	6767.00000	0	62	1	0	$0	No	$114,515	Yes	z_F	z_High School	Home Maker	39	Private	$11,060	9	Sports Car	no	$0	0	No	1	1	Highly Urban/ Urban
4547	0	0.00000	0	42	2	12	$67,644	No	$233,085	Yes	z_F	Bachelors	z_Blue Collar	25	Commercial	$12,460	3	Minivan	no	$0	0	No	5	8	Highly Urban/ Urban
4548	1	2467.00000	4	45	5	0	$0	Yes	$0	z_No	z_F	<High School	Student	38	Private	$12,000	10	z_SUV	no	$0	0	Yes	3	NA	z_Highly Rural/ Rural
4549	0	0.00000	0	50	0	14	$100,094	No	$274,673	Yes	M	Masters	Manager	15	Commercial	$44,110	6	Panel Truck	no	$21,533	3	Yes	3	13	Highly Urban/ Urban
4550	0	0.00000	0	36	0	10	$52,720	No	$0	z_No	M	z_High School	Clerical	41	Commercial	$9,460	4	Pickup	yes	$0	0	No	0	1	z_Highly Rural/ Rural
4552	0	0.00000	0	54	0	6	$52,182	No	$177,163	Yes	z_F	<High School	z_Blue Collar	38	Commercial	$28,890	4	Pickup	no	$0	0	No	0	1	z_Highly Rural/ Rural
4553	1	2493.00000	0	28	4	0	$0	Yes	$0	z_No	M	Bachelors	Student	30	Commercial	$4,300	1	Minivan	yes	$6,905	1	No	0	13	Highly Urban/ Urban
4556	0	0.00000	0	51	0	NA	$26,416	No	$116,607	z_No	z_F	<High School	Clerical	48	Commercial	$35,610	1	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
4557	0	0.00000	0	55	0	9	$244,905	No	$602,718	Yes	M	PhD		19	Commercial	$31,490	1	Panel Truck	yes	$5,353	1	No	0	10	Highly Urban/ Urban
4558	0	0.00000	3	43	3	6	$35,313	No	$135,863	Yes	z_F	z_High School	z_Blue Collar	5	Private	$7,940	4	z_SUV	no	$0	0	No	2	6	Highly Urban/ Urban
4559	0	0.00000	0	50	0	10		No	$178,643	z_No	z_F	z_High School	Clerical	13	Private	$9,370	6	z_SUV	no	$0	0	No	2	8	Highly Urban/ Urban
4560	1	698.00000	0	50	0	0	$0	No	$0	Yes	M	<High School	Student	57	Commercial	$7,350	4	Pickup	no	$17,009	3	Yes	4	1	Highly Urban/ Urban
4561	0	0.00000	0	36	0	11	$84,674	No		Yes	M	Masters	Lawyer	39	Private	$6,100	6	Minivan	yes	$0	0	Yes	0	11	Highly Urban/ Urban
4562	0	0.00000	0	50	0	12	$77,559	No	$249,758	Yes	z_F	z_High School	Manager	5	Private	$17,070	1	z_SUV	no	$0	0	No	3	NA	Highly Urban/ Urban
4563	1	4487.00000	0	27	3	NA	$104,575	Yes	$0	z_No	M	Bachelors	z_Blue Collar	42	Commercial	$25,660	4	Panel Truck	yes	$0	0	No	2	12	Highly Urban/ Urban
4565	0	0.00000	0	52	0	15	$74,468	No		Yes	z_F	Masters	Manager	20	Private	$8,950	7	Sports Car	no	$0	0	No	0	16	Highly Urban/ Urban
4566	0	0.00000	0	60	0	15	$40,092	No	$188,729	Yes	z_F	Bachelors	Professional	9	Private	$11,510	4	z_SUV	no	$6,196	2	No	0	10	Highly Urban/ Urban
4567	0	0.00000	0	51	0	13	$188,187	No	$0	z_No	z_F	PhD	Doctor	51	Private	$41,620	10	Van	no	$0	0	No	1	20	Highly Urban/ Urban
4568	0	0.00000	0	43	0	11	$45,289	No	$0	z_No	M	z_High School	Clerical	53	Commercial	$38,750	7	Panel Truck	yes	$0	0	No	0	1	z_Highly Rural/ Rural
4569	1	3674.00000	1	43	2	10	$112,450	Yes	$337,743	z_No	M	Masters	Lawyer	12	Private	$17,290	1	Van	no	$0	0	No	3	18	Highly Urban/ Urban
4570	0	0.00000	0	27	0	13	$98,136	No	$247,369	Yes	z_F	Masters	Professional	32	Private	$16,440	11	Minivan	no	$0	0	No	0	13	Highly Urban/ Urban
4571	0	0.00000	0	48	0	14	$113,886	No	$0	z_No	M	PhD	Doctor	16	Private	$29,730	7	Minivan	no	$7,196	3	No	0	15	Highly Urban/ Urban
4574	0	0.00000	0	53	0	6	$32,073	No	$145,645	Yes	M	z_High School	z_Blue Collar	25	Private	$10,010	6	Pickup	no	$0	0	No	0	10	z_Highly Rural/ Rural
4575	0	0.00000	0	35	0	11	$51,912	No	$162,562	z_No	M	z_High School	z_Blue Collar	14	Commercial	$30,420	10	Panel Truck	yes	$0	0	Yes	0	9	z_Highly Rural/ Rural
4576	0	0.00000	0	37	0	NA	$29,002	No	$142,734	Yes	M	z_High School	Clerical	18	Private	$9,140	17	Pickup	yes	$0	0	No	2	9	Highly Urban/ Urban
4578	1	1325.00000	0	35	0	NA	$149,937	No	$404,842	Yes	z_F	Bachelors	Professional	36	Private	$19,990	4	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
4580	0	0.00000	0	48	0	16	$203,751	No	$504,144	Yes	z_F	PhD	Doctor	25	Private	$21,640	1	z_SUV	no	$2,175	2	No	4	13	Highly Urban/ Urban
4581	0	0.00000	0	52	0	10	$74,203	No	$0	z_No	z_F	Bachelors	Manager	31	Private	$20,580	4	Minivan	no	$0	0	No	0	11	Highly Urban/ Urban
4582	0	0.00000	0	38	0	9	$47,604	No	$212,673	Yes	M	Bachelors	Clerical	31	Private	$15,610	11	Minivan	yes	$0	0	No	0	12	Highly Urban/ Urban
4585	0	0.00000	0	36	0	9	$111,961	No	$0	z_No	M	Bachelors	z_Blue Collar	33	Commercial	$16,300	1	Van	no	$0	0	Yes	2	12	Highly Urban/ Urban
4586	0	0.00000	0	45	0	7	$73,240	No	$217,583	z_No	M	Masters		31	Commercial	$5,700	7	Pickup	yes	$0	0	No	1	16	Highly Urban/ Urban
4587	0	0.00000	0	28	2	NA	$29,802	No	$149,126	Yes	M	<High School	z_Blue Collar	44	Commercial	$4,480	11	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
4588	0	0.00000	0	45	3	8	$107,202	No	$268,710	Yes	M	Masters	Manager	25	Private	$22,410	1	Minivan	no	$32,164	2	Yes	3	0	Highly Urban/ Urban
4589	0	0.00000	0	56	0	9	$140,205	No	$378,490	z_No	z_F	Masters	Manager	22	Private	$15,520	1	Sports Car	no	$0	0	No	4	15	Highly Urban/ Urban
4590	1	8609.00000	0	43	2	13	$55,274	No	$220,590	Yes	z_F	Bachelors	z_Blue Collar	24	Commercial	$17,740	3	z_SUV	no	$4,500	2	No	8	9	Highly Urban/ Urban
4591	0	0.00000	0	52	0	11	$74,620	No	$227,542	z_No	z_F	Masters	Lawyer	17	Private	$10,660	6	z_SUV	no	$5,029	3	No	2	18	Highly Urban/ Urban
4592	1	5200.00000	0	32	2	0	$0	No	$0	Yes	M	z_High School	Student	29	Commercial	$11,990	1	Minivan	no	$6,867	3	No	3	10	Highly Urban/ Urban
4593	0	0.00000	0	51	0	0	$0	No	$0	Yes	z_F	z_High School	Student	37	Commercial	$6,600	7	Sports Car	no	$0	0	No	3	1	z_Highly Rural/ Rural
4594	0	0.00000	0	50	0	13	$74,366	No	$264,375	Yes	z_F	Bachelors	Professional	35	Private	$13,940	4	z_SUV	no	$4,563	2	No	1	11	Highly Urban/ Urban
4595	0	0.00000	0	59	0	14	$264,817	No	$0	z_No	z_F	PhD	Doctor	37	Private	$33,880	6	z_SUV	no	$0	0	No	1	11	Highly Urban/ Urban
4597	1	2118.00000	0	61	0	13	$28,350	No	$173,790	Yes	z_F	Bachelors	Professional	23	Private	$21,180	9	Sports Car	no	$9,637	2	Yes	2	18	Highly Urban/ Urban
4598	1	5722.00000	0	29	0	8	$5,292	No	$0	z_No	M	z_High School	Student	30	Commercial	$2,670	1	Minivan	yes	$0	0	Yes	0	8	Highly Urban/ Urban
4600	1	2419.00000	0	42	1	11	$61,415	No	$250,198	Yes	z_F	z_High School	z_Blue Collar	18	Commercial	$21,300	7	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
4601	1	3909.00000	0	48	0	NA		No	$0	z_No	M	<High School	Student	41	Commercial	$22,280	6	Van	yes	$0	0	No	0	1	z_Highly Rural/ Rural
4602	0	0.00000	0	36	0	9	$102,382	No	$0	z_No	z_F	PhD	Doctor	10	Private	$19,230	7	z_SUV	no	$0	0	No	0	12	Highly Urban/ Urban
4603	0	0.00000	0	44	1	16	$60,398	No	$216,070	Yes	M	z_High School	Clerical	18	Private	$1,500	4	Minivan	yes	$3,751	2	No	5	9	Highly Urban/ Urban
4604	0	0.00000	0	46	0	11	$146,882	No	$0	z_No	M	PhD	Manager	34	Commercial	$21,830	3	Van	yes	$8,170	2	No	3	10	Highly Urban/ Urban
4605	0	0.00000	0	54	0	10	$114,434	No	$349,801	Yes	M	Masters	Manager	38	Private	$18,340	7	Van	no	$0	0	No	2	19	Highly Urban/ Urban
4606	1	2703.00000	1	40	3	13	$72,551	Yes	$0	z_No	M	z_High School	z_Blue Collar	22	Commercial	$12,760	3	Minivan	no	$4,895	2	No	2	8	Highly Urban/ Urban
4608	0	0.00000	1	57	2	0		No	$0	Yes	z_F	z_High School	Student	32	Private	$7,200	8	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
4611	0	0.00000	0	41	2	14		Yes	$132,681	z_No	z_F	<High School	Clerical	30	Private	$21,650	1	z_SUV	no	$8,756	1	No	5	1	Highly Urban/ Urban
4612	0	0.00000	0	39	0	12	$75,121	No	$217,852	Yes	z_F	Bachelors	z_Blue Collar	11	Commercial	$31,540	4	Pickup	no	$0	0	No	2	NA	Highly Urban/ Urban
4613	0	0.00000	0	33	4	14	$39,156	Yes	$0	z_No	z_F	z_High School	Clerical	40	Private	$19,690	1	Pickup	no	$0	0	No	0	1	z_Highly Rural/ Rural
4614	0	0.00000	0	48	0	10	$48,837	No	$198,193	Yes	M	z_High School	Clerical	42	Private	$6,640	7	Minivan	yes	$0	0	No	0	1	z_Highly Rural/ Rural
4615	0	0.00000	0	49	0	15	$94,464	No	$313,932	Yes	M	PhD		47	Commercial	$22,300	1	Van	no	$7,016	3	No	0	15	Highly Urban/ Urban
4618	0	0.00000	1	44	3	14	$27,508	Yes		z_No	z_F	Masters	Home Maker	9	Private	$4,250	1	z_SUV	no	$0	0	No	1	14	z_Highly Rural/ Rural
4619	0	0.00000	0	33	4	12	$110,125	No	$308,850	Yes	M	Masters	Manager	12	Private	$14,190	4	Minivan	no	$0	0	No	0	16	Highly Urban/ Urban
4620	0	0.00000	0	57	2	13	$94,167	Yes	$0	z_No	M	PhD	Doctor	23	Private	$21,900	10	Van	yes	$0	0	No	0	20	Highly Urban/ Urban
4621	0	0.00000	1	45	2	11	$39,978	No	$162,767	Yes	z_F	Bachelors	z_Blue Collar	16	Commercial	$10,000	3	Sports Car	no	$0	0	No	1	12	Highly Urban/ Urban
4622	1	3842.00000	0	55	0	9	$51,811	No		z_No	z_F	Bachelors	z_Blue Collar	29	Commercial	$7,000	10	Sports Car	no	$1,815	4	No	0	11	Highly Urban/ Urban
4623	0	0.00000	0	35	2	14	$27,396	No	$123,548	Yes	z_F	<High School	z_Blue Collar	40	Private	$15,180	7	Pickup	no	$0	0	No	0	4	Highly Urban/ Urban
4624	0	0.00000	0	41	0	13	$69,083	No	$271,197	Yes	z_F	Bachelors	Professional	35	Private	$10,510	6	z_SUV	no	$6,168	3	No	2	16	Highly Urban/ Urban
4625	0	0.00000	0	54	0	9	$5,340	No	$0	z_No	z_F	Bachelors	Home Maker	19	Private	$2,030	4	Sports Car	no	$0	0	No	0	12	z_Highly Rural/ Rural
4626	0	0.00000	0	46	0	15	$91,685	No	$287,159	Yes	z_F	Bachelors	z_Blue Collar	38	Commercial	$15,270	1	z_SUV	no	$0	0	No	0	5	Highly Urban/ Urban
4627	0	0.00000	0	52	0	10	$26,116	No	$0	z_No	z_F	z_High School	Home Maker	51	Private	$16,850	1	z_SUV	no	$0	0	No	1	7	z_Highly Rural/ Rural
4628	0	0.00000	0	31	0	13	$80,861	No	$222,576	Yes	M	Bachelors	z_Blue Collar	20	Commercial	$29,980	6	Panel Truck	no	$0	0	No	1	6	z_Highly Rural/ Rural
4629	0	0.00000	0	36	0	0	$0	No	$0	Yes	M	z_High School	Student	52	Commercial	$13,350	17	Minivan	yes	$0	0	Yes	0	7	z_Highly Rural/ Rural
4630	0	0.00000	0	51	0	3	$93,268	No	$302,157	Yes	z_F	<High School	Clerical	32	Private	$43,350	10	Van	no	$0	0	No	1	NA	Highly Urban/ Urban
4631	1	4452.00000	0	51	0	10	$31,860	No	$0	z_No	M	z_High School	z_Blue Collar	32	Commercial	$9,540	10	Pickup	no	$0	0	No	3	1	Highly Urban/ Urban
4632	1	5272.00000	1	43	1	13		No	$0	Yes	z_F	z_High School	Student	22	Commercial	$17,600	8	z_SUV	no	$5,336	2	No	0	1	Highly Urban/ Urban
4634	0	0.00000	0	34	2	3	$6,953	Yes	$56,355	z_No	z_F	<High School	Home Maker	16	Private	$4,900	9	Sports Car	no	$0	0	No	2	5	Highly Urban/ Urban
4635	0	0.00000	0	54	0	15	$82,465	No	$256,667	z_No	z_F	Bachelors	z_Blue Collar	32	Private	$18,910	21	z_SUV	no	$0	0	No	0	11	z_Highly Rural/ Rural
4636	0	0.00000	2	44	3	13	$76,922	No	$289,712	Yes	M	z_High School	z_Blue Collar	30	Commercial	$28,580	6	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
4637	0	0.00000	0	52	0	NA	$95,833	No	$298,849	Yes	M	Bachelors	Professional	31	Private	$16,050	4	Minivan	no	$0	0	No	0	8	Highly Urban/ Urban
4639	0	0.00000	0	58	0	13	$84,608	No	$250,392	z_No	z_F	Masters	Professional	25	Private	$26,880	4	Minivan	no	$0	0	No	0	15	Highly Urban/ Urban
4640	0	0.00000	0	53	0	0	$0	No	$94,471	Yes	z_F	PhD	Home Maker	33	Private	$6,800	1	Sports Car	no	$1,909	1	No	3	14	Highly Urban/ Urban
4642	1	4171.00000	0	36	0	12	$69,714	No	$201,852	Yes	M	Bachelors	z_Blue Collar	36	Commercial	$12,070	13	Pickup	no	$597	1	No	9	8	Highly Urban/ Urban
4643	0	0.00000	0	53	0	8	$51,802	No	$0	z_No	z_F	z_High School	Clerical	48	Private	$24,600	4	Minivan	no	$0	0	No	2	11	z_Highly Rural/ Rural
4644	1	1204.00000	0	38	1	8	$97,114	Yes	$0	z_No	M	Bachelors	z_Blue Collar	59	Commercial	$25,530	7	Panel Truck	yes	$0	0	No	1	5	Highly Urban/ Urban
4645	0	0.00000	0	33	2	11	$77,951	Yes	$226,375	z_No	z_F	Bachelors	Professional	47	Private	$22,310	6	Minivan	no	$8,294	2	No	2	1	Highly Urban/ Urban
4646	0	0.00000	0	21	1	12	$360	Yes	$0	z_No	M	z_High School	Student	65	Commercial	$5,250	10	Pickup	yes	$36,775	2	No	0	8	z_Highly Rural/ Rural
4647	0	0.00000	0	32	3	12	$5,768	Yes	$0	z_No	z_F	z_High School	Student	40	Commercial	$5,280	4	z_SUV	no	$3,409	1	No	2	1	Highly Urban/ Urban
4648	0	0.00000	0	53	0	0	$0	No	$0	z_No	z_F	Masters	Home Maker	28	Private	$16,530	7	z_SUV	no	$0	0	No	0	14	z_Highly Rural/ Rural
4649	1	7324.00000	0	49	0	14	$4,216	No		Yes	M	Bachelors	Student	55	Commercial	$17,960	6	Minivan	yes	$4,466	1	No	1	17	Highly Urban/ Urban
4650	0	0.00000	0	51	0	15	$11,070	No	$0	Yes	M	<High School	Student	30	Private	$13,200	10	Minivan	yes	$0	0	No	0	1	z_Highly Rural/ Rural
4651	1	3278.00000	0	45	0	11	$186,027	No	$455,275	z_No	M	PhD	Doctor	57	Private	$20,100	6	Van	yes	$2,104	3	No	2	10	Highly Urban/ Urban
4652	0	0.00000	0	66	0	12	$83,827	No	$275,725	Yes	z_F	Bachelors	z_Blue Collar	10	Commercial	$43,590	1	Minivan	no	$0	0	No	1	8	Highly Urban/ Urban
4654	1	2424.00000	0	37	0	10	$85,504	No	$0	z_No	M	Bachelors	z_Blue Collar	34	Commercial	$23,140	1	Panel Truck	yes	$21,481	4	Yes	7	NA	Highly Urban/ Urban
4656	0	0.00000	0	48	0	7	$100,218	No	$287,441	Yes	M	z_High School	Professional	37	Private	$16,320	3	Van	yes	$0	0	No	4	9	Highly Urban/ Urban
4657	0	0.00000	0	36	3	15	$7,585	No	$75,925	Yes	M	<High School	Student	5	Private	$5,860	1	Minivan	yes	$6,271	1	No	0	NA	Highly Urban/ Urban
4658	0	0.00000	0	48	0	0	$0	No	$75,688	Yes	z_F	Masters	Home Maker	39	Private	$1,500	6	Sports Car	no	$3,867	3	No	5	NA	Highly Urban/ Urban
4660	0	0.00000	0	56	2	11	$133,949	No	$360,770	Yes	z_F	Bachelors	Professional	38	Commercial	$27,530	11	Pickup	no	$7,557	3	No	0	1	z_Highly Rural/ Rural
4661	0	0.00000	0	53	0	13	$17,424	No	$0	Yes	M	Bachelors	Student	39	Commercial	$10,860	1	Pickup	yes	$0	0	No	0	1	z_Highly Rural/ Rural
4662	0	0.00000	0	50	0	0	$0	No		Yes	z_F	Masters	Home Maker	18	Private	$16,230	1	z_SUV	no	$32,135	3	No	4	16	Highly Urban/ Urban
4663	0	0.00000	0	50	0	14	$55,246	No		Yes	M	Masters	Lawyer	26	Private	$16,160	1	Minivan	no	$0	0	No	2	24	z_Highly Rural/ Rural
4664	0	0.00000	0	46	0	12	$116,634	No	$360,331	z_No	M	Bachelors	z_Blue Collar	14	Commercial	$17,760	3	Van	yes	$0	0	No	0	14	Highly Urban/ Urban
4665	1	4995.00000	0	59	0	15	$68,526	No	$219,285	Yes	M	Masters	Professional	35	Commercial	$30,390	6	Panel Truck	no	$5,714	3	No	2	12	Highly Urban/ Urban
4666	0	0.00000	0	53	0	12	$16,536	No	$133,204	Yes	z_F	Bachelors	Home Maker	24	Private	$17,700	10	z_SUV	no	$0	0	No	2	6	Highly Urban/ Urban
4667	1	6435.00000	0	38	1	11	$48,484	No	$190,992	Yes	M	Bachelors	Professional	43	Commercial	$11,840	6	Pickup	yes	$5,726	2	No	7	11	Highly Urban/ Urban
4668	0	0.00000	0	43	0	9	$77,488	No	$223,714	Yes	z_F	Bachelors	z_Blue Collar	33	Commercial	$27,000	6	z_SUV	no	$954	3	No	5	12	Highly Urban/ Urban
4670	0	0.00000	2	45	4	18	$37,986	No	$183,759	Yes	M	z_High School	Clerical	24	Private	$15,610	7	Minivan	yes	$0	0	No	0	6	Highly Urban/ Urban
4671	0	0.00000	0	42	3	9	$43,834	Yes	$153,656	z_No	z_F	z_High School	z_Blue Collar	38	Commercial	$33,280	4	z_SUV	no	$0	0	No	1	1	z_Highly Rural/ Rural
4672	0	0.00000	0	34	1	13	$95,438	No	$260,567	Yes	M	<High School	z_Blue Collar	57	Commercial	$27,730	1	Panel Truck	yes	$19,629	3	No	5	7	Highly Urban/ Urban
4673	0	0.00000	1	44	3	12	$69,785	No	$242,695	Yes	z_F	z_High School	z_Blue Collar	34	Commercial	$29,550	1	Van	no	$2,615	2	No	0	8	Highly Urban/ Urban
4674	1	3279.00000	0	42	0	6	$126,381	No	$374,595	Yes	M	z_High School	z_Blue Collar	27	Commercial	$32,040	7	Panel Truck	no	$8,748	2	No	2	1	Highly Urban/ Urban
4675	0	0.00000	0	35	2	11	$116,036	Yes	$299,266	z_No	z_F	Bachelors	Manager	36	Commercial	$28,470	4	Pickup	no	$6,049	3	No	2	12	Highly Urban/ Urban
4676	0	0.00000	0	52	0	8	$63,346	No	$252,296	Yes	M	z_High School	z_Blue Collar	31	Commercial	$24,780	3	Panel Truck	yes	$0	0	No	2	8	Highly Urban/ Urban
4677	0	0.00000	0	49	0	9	$24,894	No	$155,546	Yes	M	<High School	z_Blue Collar	39	Private	$8,890	9	Minivan	no	$4,794	3	No	1	1	Highly Urban/ Urban
4679	0	0.00000	0	51	0	12	$78,387	No	$257,655	z_No	z_F	Masters	Professional	35	Private	$22,330	7	Minivan	no	$0	0	No	0	21	Highly Urban/ Urban
4680	0	0.00000	0	54	0	12	$58,360	No	$165,109	Yes	M	z_High School	Manager	20	Commercial	$37,440	1	Panel Truck	no	$0	0	No	0	1	Highly Urban/ Urban
4681	0	0.00000	0	34	5	17	$24,795	No	$86,848	Yes	M	z_High School	Clerical	24	Private	$14,550	9	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
4682	0	0.00000	0	37	2	11	$135,035	No	$353,160	Yes	M	Bachelors	Professional	28	Private	$32,090	1	Minivan	yes	$0	0	No	0	8	Highly Urban/ Urban
4683	0	0.00000	0	44	2	14	$79,557	No	$231,560	Yes	z_F	Bachelors	z_Blue Collar	24	Commercial	$25,500	4	Minivan	no	$53,986	3	Yes	7	1	Highly Urban/ Urban
4684	0	0.00000	0	57	0	17	$102,493	No	$284,774	Yes	M	Bachelors	Professional	25	Commercial	$31,030	6	Panel Truck	yes	$0	0	No	0	1	Highly Urban/ Urban
4687	0	0.00000	0	52	0	12	$30,775	No	$117,060	z_No	M	z_High School	Manager	30	Private	$13,020	14	Minivan	yes	$15,089	3	Yes	5	6	Highly Urban/ Urban
4688	1	2401.00000	0	43	0	NA	$45,909	No	$160,945	z_No	M	z_High School	Professional	21	Private	$15,360	13	Minivan	yes	$0	0	No	0	7	Highly Urban/ Urban
4689	1	7803.00000	0	56	0	13	$210,660	No	$542,288	Yes	z_F	PhD	Manager	33	Private	$1,500	1	Sports Car	no	$57,037	1	No	3	11	Highly Urban/ Urban
4690	0	0.00000	0	55	0	12	$42,357	No	$142,651	Yes	M	Bachelors	Manager	5	Commercial	$26,320	6	Panel Truck	no	$5,551	1	No	3	NA	Highly Urban/ Urban
4692	1	5336.00000	0	38	2	0	$0	No	$0	Yes	z_F	<High School	Student	48	Private	$10,090	4	Sports Car	no	$6,753	1	No	6	6	Highly Urban/ Urban
4693	1	2251.00000	0	65	0	15	$13,880	No	$179,255	Yes	z_F	Masters	Home Maker	62	Private	$9,390	9	Sports Car	no	$10,138	2	No	1	15	Highly Urban/ Urban
4694	0	0.00000	0	48	0	11	$79,916	No	$242,391	Yes	M	Masters		60	Commercial	$17,990	10	Van	no	$0	0	No	0	15	z_Highly Rural/ Rural
4696	1	3819.00000	1	42	2	0	$0	Yes	$0	z_No	z_F	<High School	Student	29	Private	$10,930	11	Sports Car	no	$0	0	No	3	8	Highly Urban/ Urban
4697	0	0.00000	0	47	0	11	$8,575	No	$0	Yes	M	Bachelors	Student	42	Private	$10,930	6	Minivan	no	$0	0	No	2	NA	Highly Urban/ Urban
4699	0	0.00000	0	32	3	16	$53,770	No	$183,951	Yes	M	Bachelors	Clerical	49	Private	$12,900	1	Minivan	yes	$0	0	No	2	10	Highly Urban/ Urban
4701	0	0.00000	0	47	0	14	$14,096	No	$163,866	Yes	z_F	Bachelors	Clerical	5	Private	$2,910	7	Sports Car	no	$5,101	2	No	0	20	Highly Urban/ Urban
4702	0	0.00000	0	68	1	13		No	$168,795	Yes	z_F	z_High School	Clerical	43	Private	$8,350	1	Sports Car	no	$0	0	No	1	12	z_Highly Rural/ Rural
4703	0	0.00000	0	35	0	10	$45,651	No	$147,787	Yes	z_F	z_High School	z_Blue Collar	37	Commercial	$13,760	7	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
4704	0	0.00000	0	47	0	10	$105,960	No	$286,301	Yes	M	Masters	Manager	24	Commercial	$28,750	1	Panel Truck	yes	$5,807	2	No	0	11	Highly Urban/ Urban
4705	0	0.00000	0	43	0	11	$74,635	No	$0	z_No	z_F	Bachelors	z_Blue Collar	45	Commercial	$18,720	1	Sports Car	no	$0	0	No	1	8	z_Highly Rural/ Rural
4706	1	3705.00000	0	50	0	10	$58,945	No	$0	z_No	z_F	Bachelors	Professional	18	Private	$20,260	1	Sports Car	no	$5,603	1	No	0	10	Highly Urban/ Urban
4707	0	0.00000	0	40	0	11	$90,832	No	$0	z_No	z_F	Masters	Lawyer	20	Private	$14,580	1	Pickup	no	$3,842	1	No	2	1	Highly Urban/ Urban
4708	0	0.00000	0	40	0	NA	$76,913	No	$197,922	Yes	M	Masters	Lawyer	24	Private	$13,820	10	Minivan	no	$0	0	No	6	1	Highly Urban/ Urban
4709	0	0.00000	0	42	0	10	$14,356	No	$112,218	Yes	z_F	z_High School	Home Maker	25	Private	$13,100	13	z_SUV	no	$29,964	3	No	0	NA	Highly Urban/ Urban
4710	0	0.00000	0	39	1	6	$68,004	Yes	$0	z_No	z_F	Bachelors	Manager	29	Commercial	$28,800	10	Pickup	no	$0	0	No	0	9	Highly Urban/ Urban
4712	0	0.00000	1	42	2	13	$45,060	No	$184,246	Yes	M	Bachelors	Manager	32	Private	$9,490	6	Minivan	yes	$0	0	No	0	12	Highly Urban/ Urban
4713	0	0.00000	0	25	0	12	$75,966	No	$187,523	z_No	M	Bachelors	Professional	25	Private	$18,160	3	Minivan	yes	$31,063	1	Yes	5	9	Highly Urban/ Urban
4714	1	4408.00000	0	52	0	11	$54,983	No	$223,545	Yes	M	Masters		24	Commercial	$12,200	2	Pickup	yes	$9,093	3	No	7	12	Highly Urban/ Urban
4715	0	0.00000	0	37	0	9	$26,816	No	$0	z_No	M	PhD	Lawyer	11	Private	$15,090	1	Minivan	yes	$30,605	4	Yes	4	9	Highly Urban/ Urban
4716	0	0.00000	0	46	0	12	$128,083	No	$342,166	Yes	z_F	Bachelors	z_Blue Collar	41	Commercial	$6,100	6	z_SUV	no	$8,151	2	No	4	10	Highly Urban/ Urban
4717	0	0.00000	0	50	0	12	$21,477	No	$97,768	Yes	z_F	<High School	z_Blue Collar	41	Private	$25,640	6	Minivan	no	$33,825	3	Yes	0	1	Highly Urban/ Urban
4718	0	0.00000	0	48	0	14	$1,613	No	$93,040	Yes	M	Bachelors	Home Maker	35	Commercial	$32,260	4	Panel Truck	yes	$0	0	No	0	10	Highly Urban/ Urban
4719	0	0.00000	0	33	3	0	$0	No	$68,811	Yes	z_F	<High School	Home Maker	23	Private	$8,670	7	z_SUV	no	$0	0	No	2	NA	Highly Urban/ Urban
4720	1	3334.00000	0	44	0	9	$61,958	No	$168,222	Yes	M	z_High School	z_Blue Collar	56	Commercial	$27,120	1	Panel Truck	yes	$642	2	No	0	10	Highly Urban/ Urban
4721	0	0.00000	2	45	2	14		No		Yes	M	Bachelors	Manager	28	Commercial	$21,910	13	Van	no	$0	0	No	0	7	Highly Urban/ Urban
4723	0	0.00000	0	31	0	12	$46,948	No	$0	z_No	z_F	Masters		5	Private	$29,080	1	Minivan	no	$0	0	No	0	NA	Highly Urban/ Urban
4724	0	0.00000	0	57	0	16	$39,907	No	$214,055	Yes	z_F	<High School	z_Blue Collar	21	Private	$11,190	1	z_SUV	no	$0	0	No	2	8	Highly Urban/ Urban
4725	0	0.00000	0	47	0	13	$75,622	No	$228,396	Yes	z_F	z_High School	Manager	23	Private	$13,760	13	z_SUV	no	$34,545	1	No	4	7	Highly Urban/ Urban
4726	1	3886.00000	0	31	1	10	$8,247	Yes	$0	z_No	z_F	z_High School	Student	46	Commercial	$5,200	1	Sports Car	no	$3,068	2	No	5	1	Highly Urban/ Urban
4728	0	0.00000	0	43	0	10	$35,511	No	$148,772	Yes	M	z_High School	z_Blue Collar	23	Commercial	$9,350	4	Pickup	yes	$9,981	2	No	3	1	Highly Urban/ Urban
4729	0	0.00000	0	40	0	7	$52,898	No	$0	z_No	M	Bachelors	Manager	30	Private	$10,790	11	Pickup	yes	$5,399	1	No	7	8	Highly Urban/ Urban
4730	0	0.00000	1	36	2	0	$0	Yes	$0	z_No	z_F	<High School	Student	29	Commercial	$10,910	17	Minivan	no	$8,255	3	No	0	4	z_Highly Rural/ Rural
4731	1	2936.00000	0	55	0	12	$111,708	No	$292,773	Yes	M	Masters		5	Commercial	$18,080	4	Van	yes	$0	0	No	0	1	Highly Urban/ Urban
4732	0	0.00000	0	51	0	11	$118,786	No	$351,051	z_No	M	Masters		29	Commercial	$30,480	1	Panel Truck	no	$0	0	No	0	18	Highly Urban/ Urban
4733	0	0.00000	1	39	2	14	$58,154	No	$205,760	Yes	M	Masters		21	Commercial	$25,650	11	Panel Truck	yes	$0	0	No	0	5	Highly Urban/ Urban
4734	0	0.00000	0	55	1	16	$97,765	No	$265,727	Yes	z_F	Masters	Manager	55	Private	$26,030	1	Minivan	no	$23,719	3	Yes	3	12	Highly Urban/ Urban
4735	1	5544.00000	0	48	0	13	$312	No	$90,071	Yes	z_F	<High School	Home Maker	30	Commercial	$14,770	6	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
4736	0	0.00000	0	44	0	14	$67,071	No	$268,429	Yes	z_F	Bachelors	Home Maker	44	Private	$16,690	1	Sports Car	no	$0	0	No	0	NA	z_Highly Rural/ Rural
4737	1	32363.24175	0	68	0	10	$76,821	No	$0	z_No	M	Masters	Lawyer	47	Private	$15,980	4	z_SUV	no	$0	0	No	0	15	z_Highly Rural/ Rural
4738	1	2841.57048	0	47	0	13	$109,533	No	$300,480	Yes	M	PhD		37	Private	$14,730	4	Minivan	no	$0	0	No	3	NA	Highly Urban/ Urban
4739	1	5704.00000	1	48	1	11	$75,741	Yes	$225,300	z_No	z_F	Masters	Lawyer	44	Private	$15,190	13	z_SUV	no	$0	0	No	3	19	Highly Urban/ Urban
4740	0	0.00000	0	51	0	7	$232,256	No	$583,973	Yes	M	PhD		43	Commercial	$32,670	7	Panel Truck	yes	$14,738	1	No	0	21	Highly Urban/ Urban
4741	0	0.00000	0	49	0	0	$0	No	$0	Yes	M	z_High School	Student	30	Commercial	$19,120	1	Van	yes	$3,605	1	No	6	1	Highly Urban/ Urban
4742	0	0.00000	0	35	0	10	$367	No	$0	Yes	M	<High School	Student	25	Private	$7,360	6	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
4743	1	5759.66825	0	58	0	0	$0	No	$103,525	Yes	z_F	Masters	Home Maker	48	Private	$20,710	1	Sports Car	no	$8,956	2	No	0	1	Highly Urban/ Urban
4744	0	0.00000	0	38	0	5	$29,879	No		z_No	z_F	z_High School	Clerical	29	Private	$19,630	10	z_SUV	no	$3,587	2	No	5	7	Highly Urban/ Urban
4745	1	2096.00000	0	45	0	9	$22,741	No	$151,957	z_No	M	<High School	z_Blue Collar	34	Private	$17,940	13	Minivan	yes	$0	0	Yes	0	1	Highly Urban/ Urban
4746	0	0.00000	0	50	0	9		No	$236,239	Yes	z_F	z_High School	z_Blue Collar	19	Commercial	$20,940	4	Pickup	no	$8,390	3	No	0	1	Highly Urban/ Urban
4747	0	0.00000	4	70	4	18	$48,622	No	$169,995	Yes	z_F	Bachelors	Professional	23	Private	$25,640	1	z_SUV	no	$24,392	1	Yes	9	6	Highly Urban/ Urban
4748	0	0.00000	0	54	0	7	$48,697	No	$219,687	z_No	M	Bachelors	Professional	10	Private	$6,900	4	Minivan	yes	$0	0	No	0	1	z_Highly Rural/ Rural
4749	0	0.00000	0	44	2	10	$89,607	Yes	$260,398	z_No	z_F	Bachelors	z_Blue Collar	70	Commercial	$26,080	4	Pickup	no	$0	0	No	0	4	z_Highly Rural/ Rural
4750	0	0.00000	0	40	1	13	$20,676	No	$161,481	Yes	M	<High School	Clerical	5	Private	$7,570	7	Pickup	yes	$0	0	No	3	4	Highly Urban/ Urban
4751	0	0.00000	0	38	0	10	$93,898	No	$0	z_No	z_F	Bachelors	Professional	53	Private	$17,350	3	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
4752	1	2550.00000	0	48	0	15	$67,876	No	$242,138	Yes	z_F	z_High School	z_Blue Collar	31	Commercial	$6,410	1	z_SUV	no	$8,268	3	No	3	1	Highly Urban/ Urban
4753	1	5470.00000	2	45	3	14	$4,910	No	$0	Yes	z_F	<High School	Student	12	Private	$17,450	1	z_SUV	no	$0	0	Yes	0	1	Highly Urban/ Urban
4754	0	0.00000	1	45	2	15	$64,916	No	$232,064	Yes	z_F	Bachelors	z_Blue Collar	57	Commercial	$21,270	1	Pickup	no	$958	1	No	2	12	Highly Urban/ Urban
4755	0	0.00000	0	43	0	8	$51,566	No	$175,137	Yes	M	z_High School	z_Blue Collar	31	Commercial	$16,010	1	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
4757	0	0.00000	0	48	0	14	$54,691	No	$179,827	Yes	M	Masters		21	Commercial	$6,970	5	Pickup	yes	$6,124	1	No	3	13	Highly Urban/ Urban
4758	0	0.00000	2	41	3	14	$56,820	No	$176,631	Yes	M	z_High School	z_Blue Collar	56	Commercial	$11,280	10	Pickup	yes	$0	0	No	0	6	Highly Urban/ Urban
4759	0	0.00000	0	63	0	15	$26,921	No	$140,455	Yes	z_F	Bachelors	Manager	19	Private	$13,660	1	Sports Car	no	$8,255	2	No	0	11	Highly Urban/ Urban
4760	0	0.00000	0	45	0	14	$238,874	No		Yes	z_F	PhD	Manager	7	Private	$8,560	10	Sports Car	no	$0	0	No	3	16	Highly Urban/ Urban
4761	0	0.00000	0	34	1	15		No	$0	Yes	z_F	<High School	Student	24	Private	$13,630	12	z_SUV	no	$17,880	2	No	4	1	Highly Urban/ Urban
4764	0	0.00000	0	55	0	15	$81,427	No	$0	z_No	z_F	Masters	Lawyer	7	Private	$25,160	3	Minivan	no	$30,500	2	Yes	3	17	Highly Urban/ Urban
4765	0	0.00000	0	57	0	14	$89,632	No	$276,816	Yes	z_F	z_High School	z_Blue Collar	17	Commercial	$28,350	4	Minivan	no	$0	0	No	0	6	z_Highly Rural/ Rural
4767	1	6932.00000	2	37	2	13	$27,964	Yes	$125,832	z_No	z_F	<High School	Clerical	19	Private	$9,980	1	Minivan	no	$6,321	3	No	2	8	Highly Urban/ Urban
4768	0	0.00000	0	41	0	11	$54,113	No		Yes	M	Bachelors	z_Blue Collar	14	Commercial	$18,330	1	Van	no	$7,147	3	No	5	10	Highly Urban/ Urban
4769	1	2910.00000	0	41	2	16	$66,119	No	$239,085	Yes	M	z_High School	z_Blue Collar	46	Commercial	$19,300	1	Minivan	yes	$5,909	3	No	0	NA	Highly Urban/ Urban
4771	0	0.00000	0	57	0	13	$119,975	No	$339,052	Yes	z_F	PhD	Doctor	40	Private	$7,200	4	z_SUV	no	$0	0	Yes	2	13	Highly Urban/ Urban
4772	0	0.00000	0	52	0	14	$86,469	No	$227,552	Yes	z_F	Bachelors	Professional	16	Private	$26,410	9	Minivan	no	$0	0	Yes	0	17	Highly Urban/ Urban
4773	0	0.00000	0	40	0	12	$9,984	No	$0	Yes	z_F	<High School	Student	41	Private	$14,610	4	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
4774	0	0.00000	0	39	0	0	$0	No	$0	Yes	M	z_High School	Student	34	Commercial	$18,770	1	Pickup	no	$0	0	No	3	7	Highly Urban/ Urban
4775	1	26672.64503	0	42	0	10	$47,114	No	$0	z_No	M	Bachelors	Clerical	22	Commercial	$10,410	4	Pickup	yes	$0	0	No	7	7	Highly Urban/ Urban
4776	1	3379.00000	0	38	1	11	$51,551	No	$177,942	Yes	z_F	Bachelors	z_Blue Collar	19	Private	$5,200	12	Sports Car	no	$2,605	1	No	0	NA	Highly Urban/ Urban
4777	0	0.00000	0	58	0	16		No	$327,538	Yes	z_F	PhD	Doctor	55	Private	$19,750	1	z_SUV	no	$0	0	No	0	14	Highly Urban/ Urban
4778	0	0.00000	0	31	1	7	$654	No	$99,465	Yes	z_F	z_High School	Home Maker	25	Private	$4,670	15	z_SUV	no	$0	0	No	1	NA	Highly Urban/ Urban
4779	0	0.00000	0	49	0	1	$34,920	No	$160,162	Yes	M	Masters	Lawyer	23	Private	$15,750	1	Minivan	no	$0	0	No	0	9	Highly Urban/ Urban
4780	1	2292.00000	0	37	0	0	$0	No	$0	Yes	M	<High School	Student	26	Commercial	$5,200	1	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
4781	0	0.00000	3	45	4	17	$19,421	No	$0	Yes	M	z_High School	Student	30	Commercial	$6,000	3	Pickup	no	$0	0	No	0	13	z_Highly Rural/ Rural
4782	1	1288.00000	0	31	1	9	$54,009	Yes	$0	z_No	z_F	<High School	z_Blue Collar	27	Commercial	$12,780	9	Pickup	no	$0	0	No	3	NA	z_Highly Rural/ Rural
4783	0	0.00000	0	36	2	0	$0	Yes		z_No	M	Bachelors	Student	65	Commercial	$16,450	1	Van	yes	$24,681	2	No	6	10	z_Highly Rural/ Rural
4785	1	3640.00000	0	42	0	10	$75,013	No	$237,750	z_No	z_F	Masters	Lawyer	25	Private	$15,110	1	z_SUV	no	$3,928	1	No	0	9	Highly Urban/ Urban
4786	0	0.00000	0	44	1	13	$35,475	No	$168,463	Yes	M	z_High School	Clerical	26	Commercial	$31,770	6	Panel Truck	yes	$0	0	No	4	1	Highly Urban/ Urban
4787	0	0.00000	0	33	0	3	$91,431	No		z_No	M	<High School	z_Blue Collar	60	Commercial	$26,480	1	Panel Truck	yes	$0	0	No	0	1	z_Highly Rural/ Rural
4788	0	0.00000	0	41	0	11	$96,880	No	$270,726	Yes	z_F	Bachelors	Professional	34	Private	$21,300	10	Pickup	no	$0	0	No	1	5	Highly Urban/ Urban
4789	0	0.00000	1	44	2	10	$53,245	Yes	$0	z_No	M	z_High School	z_Blue Collar	40	Commercial	$11,400	1	Pickup	yes	$0	0	No	2	8	z_Highly Rural/ Rural
4790	1	3801.00000	0	32	1	11	$34,660	Yes		z_No	z_F	<High School	Clerical	18	Private	$17,590	9	z_SUV	no	$13,154	1	No	4	7	Highly Urban/ Urban
4792	0	0.00000	0	63	0	NA		No		Yes	z_F	z_High School	Home Maker	28	Private	$9,210	13	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
4793	0	0.00000	0	54	0	13	$88,985	No	$224,145	Yes	z_F	Masters	Professional	15	Private	$15,800	3	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
4794	0	0.00000	0	47	0	0	$0	No	$0	Yes	M	<High School	Student	18	Private	$6,410	1	Pickup	yes	$0	0	No	0	6	Highly Urban/ Urban
4796	0	0.00000	0	27	3	15	$29,008	No	$147,459	Yes	M	<High School	Clerical	77	Private	$16,500	1	Van	no	$0	0	No	0	1	z_Highly Rural/ Rural
4797	0	0.00000	0	51	0	16	$17,398	No	$165,641	Yes	M	Bachelors	Professional	7	Private	$17,010	13	Van	no	$0	0	No	4	14	Highly Urban/ Urban
4798	0	0.00000	0	30	4	9	$66,708	No	$209,538	Yes	z_F	Bachelors	Clerical	24	Private	$11,900	1	z_SUV	no	$0	0	No	3	1	z_Highly Rural/ Rural
4800	0	0.00000	1	40	2	0	$0	Yes	$0	z_No	z_F	Bachelors	Student	35	Commercial	$5,500	4	z_SUV	no	$5,784	1	No	4	7	z_Highly Rural/ Rural
4801	0	0.00000	0	38	3	9	$67,053	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	9	Commercial	$13,700	1	Sports Car	no	$40,315	3	Yes	3	5	z_Highly Rural/ Rural
4803	0	0.00000	0	55	0	12	$43,293	No	$0	Yes	M	z_High School	Student	59	Commercial	$27,490	6	Panel Truck	yes	$0	0	No	0	6	z_Highly Rural/ Rural
4804	0	0.00000	0	40	0	14	$42,420	No	$192,942	Yes	z_F	<High School	Clerical	20	Commercial	$25,200	6	Pickup	no	$0	0	No	0	6	Highly Urban/ Urban
4806	1	4037.00000	0	55	0	11	$83,304	No	$238,891	Yes	M	Bachelors	Manager	40	Private	$15,330	1	Minivan	yes	$7,238	3	No	3	7	Highly Urban/ Urban
4807	1	3236.00000	0	30	0	9	$21,313	No	$140,640	Yes	M	z_High School	z_Blue Collar	53	Private	$13,120	6	Minivan	yes	$0	0	No	1	6	z_Highly Rural/ Rural
4808	0	0.00000	0	38	3	13	$33,219	No	$149,415	Yes	M	Masters	Lawyer	45	Private	$15,150	6	Minivan	yes	$0	0	No	0	17	Highly Urban/ Urban
4809	0	0.00000	0	53	0	14	$97,958	No	$242,606	Yes	z_F	PhD	Doctor	35	Private	$30,730	10	Minivan	no	$0	0	No	1	11	Highly Urban/ Urban
4810	0	0.00000	0	38	0	12	$82,078	No	$227,011	Yes	z_F	Bachelors	z_Blue Collar	10	Commercial	$10,130	1	Minivan	no	$33,036	3	No	7	NA	z_Highly Rural/ Rural
4811	1	2998.00000	1	36	2	0	$0	Yes	$0	z_No	z_F	z_High School	Home Maker	39	Private	$8,270	6	z_SUV	no	$4,765	2	No	6	8	Highly Urban/ Urban
4812	1	5126.00000	3	43	3	0	$0	No	$0	Yes	M	z_High School	Student	28	Private	$5,700	1	Pickup	no	$0	0	No	3	1	Highly Urban/ Urban
4813	0	0.00000	0	32	2	NA	$71,791	No	$207,232	Yes	z_F	Bachelors	Professional	46	Private	$15,100	7	z_SUV	no	$4,430	2	No	5	12	Highly Urban/ Urban
4815	0	0.00000	0	41	2	14	$51,550	Yes	$162,774	z_No	M	Bachelors	Professional	31	Private	$11,930	6	Pickup	yes	$44,702	2	No	3	5	Highly Urban/ Urban
4818	0	0.00000	0	53	0	16	$148,193	No	$436,694	Yes	z_F	Bachelors	Professional	31	Private	$26,200	1	Pickup	no	$0	0	No	0	16	Highly Urban/ Urban
4819	1	1902.00000	1	45	2	9	$13,996	No		Yes	z_F	Bachelors	Home Maker	41	Private	$9,630	3	z_SUV	no	$49,148	2	Yes	0	8	Highly Urban/ Urban
4820	0	0.00000	0	52	0	7	$94,024	No	$287,265	z_No	z_F	Bachelors	Professional	35	Commercial	$35,130	1	Van	no	$0	0	No	0	9	Highly Urban/ Urban
4821	0	0.00000	0	49	0	14	$97,447	No	$251,642	Yes	M	Masters	Manager	21	Private	$18,630	1	Minivan	no	$0	0	No	1	15	Highly Urban/ Urban
4823	0	0.00000	0	50	0	8		No	$0	z_No	z_F	Bachelors	Home Maker	40	Private	$13,810	6	Minivan	no	$0	0	No	2	7	z_Highly Rural/ Rural
4824	1	6031.00000	0	49	0	6	$61,068	No	$0	z_No	M	z_High School	Professional	21	Private	$14,080	1	Minivan	yes	$0	0	Yes	0	1	Highly Urban/ Urban
4825	0	0.00000	0	42	1	13	$15,881	No	$136,461	Yes	z_F	z_High School	Student	18	Private	$12,850	6	z_SUV	no	$3,742	3	No	4	NA	Highly Urban/ Urban
4826	1	1704.00000	0	53	0	9	$47,793	No	$199,133	z_No	z_F	z_High School	Manager	29	Private	$24,120	11	Sports Car	no	$0	0	No	0	8	Highly Urban/ Urban
4828	0	0.00000	0	45	0	NA	$19,599	No	$134,906	z_No	z_F	Bachelors	Home Maker	43	Private	$24,580	10	z_SUV	no	$0	0	No	1	1	z_Highly Rural/ Rural
4829	1	1731.00000	0	29	3	13		No	$269,107	Yes	M	Bachelors	z_Blue Collar	48	Private	$11,190	6	Pickup	yes	$0	0	Yes	3	9	Highly Urban/ Urban
4830	1	1798.00000	0	57	0	13	$53,329	No	$219,712	Yes	z_F	z_High School	z_Blue Collar	55	Commercial	$7,200	6	z_SUV	no	$0	0	No	1	1	Highly Urban/ Urban
4831	0	0.00000	0	49	0	12	$70,688	No	$0	z_No	M	Masters	Lawyer	28	Private	$12,440	6	Minivan	yes	$0	0	No	3	19	Highly Urban/ Urban
4832	0	0.00000	0	40	0	10	$73,600	No		Yes	z_F	Masters	Professional	25	Private	$5,500	13	z_SUV	no	$4,238	3	No	8	20	Highly Urban/ Urban
4834	0	0.00000	0	55	0	14	$76,991	No	$210,996	Yes	M	Masters	Lawyer	19	Private	$7,000	10	Minivan	yes	$0	0	No	2	17	Highly Urban/ Urban
4835	0	0.00000	0	47	0	10	$78,942	No	$238,237	Yes	z_F	Bachelors	z_Blue Collar	53	Private	$5,900	1	Sports Car	no	$20,847	2	Yes	0	6	Highly Urban/ Urban
4837	0	0.00000	1	43	1	9	$32,555	No	$143,834	Yes	M	z_High School	Clerical	5	Private	$21,040	9	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
4838	1	2829.00000	0	38	2	0	$0	No	$66,812	Yes	z_F	z_High School	Home Maker	17	Private	$13,490	6	z_SUV	no	$0	0	No	1	8	Highly Urban/ Urban
4839	1	3121.00000	0	47	0	14	$14,096	No	$163,866	Yes	z_F	Bachelors	Clerical	5	Private	$3,790	8	z_SUV	no	$7,285	1	No	0	20	Highly Urban/ Urban
4840	0	0.00000	0	42	0	10	$61,419	No	$196,525	Yes	M	<High School	z_Blue Collar	6	Commercial	$27,380	1	Panel Truck	no	$0	0	No	0	4	Highly Urban/ Urban
4841	0	0.00000	0	47	0	14	$71,660	No	$222,417	Yes	z_F	Masters	Manager	22	Private	$6,200	6	z_SUV	no	$1,391	3	No	0	18	Highly Urban/ Urban
4843	0	0.00000	0	44	0	10	$175,284	No	$0	z_No	M	Masters	Lawyer	52	Private	$17,160	9	Minivan	yes	$0	0	No	1	1	Highly Urban/ Urban
4846	0	0.00000	0	51	0	11	$31,498	No	$145,207	Yes	z_F	z_High School	Clerical	41	Private	$20,550	3	Sports Car	no	$0	0	No	3	5	z_Highly Rural/ Rural
4847	1	7045.00000	0	58	0	6	$57,517	No	$0	z_No	M	Bachelors	Manager	22	Commercial	$28,740	1	Panel Truck	yes	$0	0	No	4	12	Highly Urban/ Urban
4848	1	8116.00000	0	58	0	6	$57,454	No	$0	z_No	M	<High School	z_Blue Collar	27	Commercial	$7,300	1	Pickup	yes	$34,123	2	Yes	0	7	Highly Urban/ Urban
4851	1	5075.00000	0	51	0	0	$0	No	$89,512	Yes	z_F	z_High School	Home Maker	59	Private	$1,500	1	Sports Car	no	$6,745	3	No	0	7	Highly Urban/ Urban
4852	0	0.00000	0	47	0	3	$55,764	No	$160,057	Yes	z_F	Masters	Home Maker	30	Private	$11,780	4	z_SUV	no	$0	0	No	0	19	z_Highly Rural/ Rural
4853	0	0.00000	0	47	0	11	$72,156	No	$272,736	Yes	z_F	<High School	z_Blue Collar	40	Commercial	$10,800	1	z_SUV	no	$4,136	2	No	0	1	z_Highly Rural/ Rural
4854	1	4822.00000	0	56	0	12	$44,308	No	$0	z_No	M	<High School	z_Blue Collar	18	Commercial	$5,930	11	Pickup	yes	$977	3	No	2	5	Highly Urban/ Urban
4855	0	0.00000	0	41	0	8	$67,014	No	$0	z_No	M	Bachelors	Professional	39	Private	$12,300	1	Minivan	yes	$5,101	2	No	3	5	Highly Urban/ Urban
4856	1	4855.41333	0	39	0	9	$55,771	No	$234,502	Yes	z_F	Masters		7	Commercial	$18,540	6	Pickup	no	$0	0	Yes	2	10	Highly Urban/ Urban
4857	1	3011.00000	0	43	1	0	$0	No	$0	Yes	z_F	z_High School	Student	31	Private	$1,500	4	Sports Car	no	$9,516	3	No	2	8	z_Highly Rural/ Rural
4858	0	0.00000	3	38	3	11	$85,100	No	$256,407	Yes	z_F	Masters	z_Blue Collar	34	Private	$13,810	1	Minivan	no	$0	0	Yes	1	18	Highly Urban/ Urban
4859	0	0.00000	0	39	1	NA	$111,240	No	$366,164	Yes	z_F	Bachelors	z_Blue Collar	56	Private	$12,620	6	z_SUV	no	$0	0	No	0	6	Highly Urban/ Urban
4861	0	0.00000	0	41	0	12	$201,242	No		z_No	z_F	PhD	Doctor	17	Private	$21,730	1	z_SUV	no	$0	0	No	2	14	Highly Urban/ Urban
4862	0	0.00000	0	45	2	16	$49,089	Yes	$0	z_No	M	<High School	Clerical	41	Private	$6,000	13	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
4864	0	0.00000	0	44	2	9	$26,455	Yes	$185,130	z_No	M	<High School	Clerical	39	Private	$8,040	10	Minivan	no	$0	0	No	0	7	Highly Urban/ Urban
4865	0	0.00000	0	30	3	11	$22,010	No	$136,187	Yes	z_F	<High School	Clerical	18	Private	$10,890	10	z_SUV	no	$0	0	No	4	1	z_Highly Rural/ Rural
4866	0	0.00000	0	49	0	11	$13,148	No	$159,195	z_No	M	<High School	z_Blue Collar	71	Private	$15,700	13	Minivan	yes	$29,869	3	No	0	8	Highly Urban/ Urban
4867	0	0.00000	1	43	1	0	$0	Yes		z_No	z_F	z_High School	Home Maker	12	Private	$7,400	1	z_SUV	no	$0	0	No	0	7	z_Highly Rural/ Rural
4868	0	0.00000	0	39	2	13	$17,015	No	$113,792	Yes	M	<High School	Clerical	57	Commercial	$11,330	6	Pickup	no	$0	0	No	0	5	z_Highly Rural/ Rural
4869	0	0.00000	0	30	1	12		Yes	$0	z_No	M	Masters	Manager	40	Private	$19,340	4	Van	yes	$1,474	3	No	4	19	Highly Urban/ Urban
4870	0	0.00000	0	46	0	0	$0	No	$80,928	Yes	z_F	<High School	Home Maker	24	Private	$1,500	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
4872	0	0.00000	0	39	0	11	$22,613	No	$0	z_No	M	<High School	z_Blue Collar	23	Private	$10,940	7	Pickup	yes	$0	0	No	1	1	Highly Urban/ Urban
4873	0	0.00000	0	30	0	11	$89,085	No	$0	z_No	M	z_High School	Manager	43	Private	$30,290	10	Minivan	yes	$44,291	1	Yes	0	7	Highly Urban/ Urban
4874	1	3118.00000	0	46	0	13	$120,401	No	$348,157	Yes	M	Bachelors	z_Blue Collar	29	Commercial	$23,370	6	Panel Truck	yes	$35,980	2	No	2	10	Highly Urban/ Urban
4875	0	0.00000	0	51	0	11	$61,666	No	$198,755	Yes	z_F	Bachelors	Manager	34	Private	$14,760	10	z_SUV	no	$9,227	2	No	7	11	Highly Urban/ Urban
4876	1	1298.86852	0	61	0	17	$25,525	No	$158,142	Yes	M	Bachelors	z_Blue Collar	16	Commercial	$11,060	1	z_SUV	no	$30,023	3	Yes	5	6	Highly Urban/ Urban
4877	0	0.00000	0	55	0	14	$145,735	No	$417,765	z_No	M	Masters	Lawyer	26	Private	$8,460	11	Pickup	no	$0	0	No	2	15	Highly Urban/ Urban
4879	1	6409.00000	0	33	0	0	$0	No	$0	z_No	M	<High School	Student	49	Commercial	$25,280	3	Panel Truck	no	$0	0	No	0	11	Highly Urban/ Urban
4880	0	0.00000	0	42	3	12	$53,904	No	$206,207	Yes	z_F	Bachelors	Professional	41	Private	$19,760	4	Sports Car	no	$0	0	No	0	10	z_Highly Rural/ Rural
4882	0	0.00000	0	49	0	13	$147,455	No	$394,201	z_No	M	PhD	Manager	53	Private	$33,430	1	Minivan	no	$0	0	Yes	0	22	Highly Urban/ Urban
4883	0	0.00000	0	49	0	14	$46,209	No	$191,274	Yes	z_F	z_High School	Manager	7	Private	$16,970	3	z_SUV	no	$0	0	No	2	1	Highly Urban/ Urban
4884	1	2750.00000	0	39	0	0	$0	No	$0	z_No	M	Bachelors	Student	42	Private	$12,240	6	Minivan	yes	$5,093	2	No	6	NA	z_Highly Rural/ Rural
4885	1	5295.00000	0	50	0	12	$31,291	No	$197,110	z_No	z_F	z_High School	Clerical	14	Private	$6,500	4	z_SUV	no	$3,108	3	No	3	1	Highly Urban/ Urban
4886	0	0.00000	0	47	0	12	$53,320	No	$164,347	Yes	z_F	z_High School	Professional	29	Private	$11,530	1	Sports Car	no	$4,571	2	No	4	10	Highly Urban/ Urban
4887	0	0.00000	0	50	0	8		No	$163,641	Yes	z_F	Masters	Lawyer	16	Private	$24,510	7	Sports Car	no	$7,715	2	No	0	8	Highly Urban/ Urban
4889	1	4704.00000	0	39	0	10	$74,719	No	$0	z_No	M	Bachelors	Professional	45	Private	$25,760	10	Minivan	no	$4,094	1	No	2	12	Highly Urban/ Urban
4890	1	5190.00000	0	39	1	0	$0	Yes	$0	z_No	z_F	Bachelors	Student	31	Commercial	$5,400	3	Sports Car	no	$0	0	No	1	10	Highly Urban/ Urban
4891	0	0.00000	0	50	0	8	$91,494	No	$282,486	Yes	z_F	Masters	Professional	41	Private	$24,790	6	z_SUV	no	$5,398	3	No	0	NA	z_Highly Rural/ Rural
4892	0	0.00000	0	49	0	14	$39,193	No	$180,525	Yes	M	Masters	Lawyer	32	Private	$10,320	1	Minivan	yes	$0	0	No	0	17	z_Highly Rural/ Rural
4893	0	0.00000	0	56	0	9	$61,964	No	$259,175	Yes	z_F	z_High School	Manager	39	Private	$34,480	4	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
4894	0	0.00000	0	33	4	16	$24,396	No	$87,591	Yes	M	<High School	Student	49	Commercial	$9,310	1	Pickup	yes	$0	0	No	4	9	Highly Urban/ Urban
4895	0	0.00000	0	55	0	14	$30,559	No	$200,812	Yes	M	<High School	z_Blue Collar	37	Private	$12,700	10	Minivan	yes	$0	0	No	0	4	z_Highly Rural/ Rural
4896	1	1530.00000	0	35	0	6	$77,556	No	$0	z_No	M	Bachelors	z_Blue Collar	18	Commercial	$26,810	14	Panel Truck	no	$1,249	2	No	0	7	Highly Urban/ Urban
4897	1	2987.00000	0	36	3	12	$77,950	Yes		z_No	M	Bachelors	z_Blue Collar	34	Commercial	$9,510	7	Pickup	no	$0	0	No	0	8	Highly Urban/ Urban
4898	0	0.00000	0	50	0	14		No	$97,670	z_No	M	Bachelors	z_Blue Collar	22	Private	$15,230	1	Minivan	no	$0	0	No	0	NA	Highly Urban/ Urban
4899	1	943.00000	0	49	0	12	$61,790	No	$206,446	z_No	z_F	Bachelors	Manager	51	Private	$12,580	4	z_SUV	no	$0	0	No	0	15	Highly Urban/ Urban
4901	0	0.00000	1	44	1	15	$77,698	No	$215,703	Yes	M	Masters		51	Commercial	$27,820	13	Panel Truck	yes	$0	0	No	0	14	z_Highly Rural/ Rural
4902	1	2575.00000	0	57	2	10	$35,778	No	$170,435	Yes	M	z_High School	Clerical	26	Commercial	$10,780	1	Pickup	no	$31,557	4	Yes	5	10	Highly Urban/ Urban
4903	0	0.00000	0	49	0	14		No	$340,877	Yes	M	PhD		10	Commercial	$45,680	6	Panel Truck	yes	$0	0	No	2	12	Highly Urban/ Urban
4904	0	0.00000	0	51	0	11	$103,445	No	$299,787	Yes	M	Bachelors	Manager	10	Commercial	$33,570	6	Panel Truck	yes	$0	0	No	2	14	Highly Urban/ Urban
4905	1	2646.00000	0	39	0	6	$81,042	No	$247,600	Yes	M	Bachelors	Professional	39	Commercial	$21,430	4	Van	yes	$7,114	1	No	4	9	Highly Urban/ Urban
4907	0	0.00000	0	56	1	14	$24,266	No	$133,273	Yes	M	<High School	z_Blue Collar	45	Commercial	$10,340	6	Pickup	no	$6,826	3	No	3	1	Highly Urban/ Urban
4908	0	0.00000	0	29	0	6	$16,609	No	$0	z_No	M	<High School	Clerical	40	Commercial	$9,890	15	Pickup	yes	$0	0	No	2	5	z_Highly Rural/ Rural
4910	0	0.00000	0	54	0	12	$52,722	No	$0	z_No	M	z_High School	Professional	55	Private	$2,280	17	Minivan	yes	$0	0	No	1	1	Highly Urban/ Urban
4911	1	2194.00000	0	57	0	12	$62,203	No	$0	z_No	M	z_High School	z_Blue Collar	5	Commercial	$7,720	4	Pickup	no	$7,326	1	No	4	9	Highly Urban/ Urban
4912	1	3892.00000	1	41	2	8	$26,652	No		Yes	z_F	<High School	z_Blue Collar	47	Private	$8,270	3	z_SUV	no	$1,944	2	No	6	2	Highly Urban/ Urban
4913	0	0.00000	0	47	0	NA	$22,295	No	$127,813	Yes	z_F	<High School	Clerical	35	Private	$13,260	4	Sports Car	no	$0	0	Yes	3	1	Highly Urban/ Urban
4914	1	6005.00000	0	45	0	12	$33,648	No	$180,461	Yes	z_F	Bachelors	Professional	45	Private	$6,720	6	Sports Car	no	$0	0	Yes	2	9	Highly Urban/ Urban
4915	0	0.00000	0	40	0	0	$0	No	$89,042	Yes	z_F	z_High School	Home Maker	25	Private	$5,500	4	Sports Car	no	$25,344	2	No	7	1	Highly Urban/ Urban
4917	0	0.00000	0	41	0	10		No	$97,918	Yes	z_F	z_High School	Student	28	Private	$6,740	1	z_SUV	no	$0	0	No	4	6	z_Highly Rural/ Rural
4919	0	0.00000	0	45	2	8	$49,261	Yes		z_No	z_F	Masters	Lawyer	49	Private	$18,010	4	z_SUV	no	$551	1	No	4	17	Highly Urban/ Urban
4920	0	0.00000	0	35	0	13	$126,046	No	$282,938	Yes	M	Bachelors	Professional	24	Private	$37,420	1	Minivan	yes	$5,949	4	No	6	8	Highly Urban/ Urban
4921	0	0.00000	0	42	3	10	$997	No	$0	Yes	M	<High School	Student	43	Private	$12,840	6	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
4922	0	0.00000	0	49	0	15	$26,988	No	$0	z_No	M	z_High School	z_Blue Collar	50	Commercial	$11,440	1	Pickup	yes	$0	0	No	0	7	z_Highly Rural/ Rural
4923	0	0.00000	2	41	2	14	$89,892	No	$276,692	Yes	z_F	z_High School	z_Blue Collar	45	Private	$18,280	1	Minivan	no	$1,288	3	No	4	11	Highly Urban/ Urban
4924	1	5108.00000	0	45	0	10	$32,279	No	$163,420	Yes	z_F	Bachelors	Professional	46	Private	$6,000	6	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
4925	0	0.00000	0	41	0	13		No	$0	Yes	M	Bachelors	Student	95	Commercial	$23,970	6	Panel Truck	yes	$0	0	No	0	9	z_Highly Rural/ Rural
4927	0	0.00000	0	45	1	12		No	$178,667	Yes	z_F	z_High School	Professional	33	Private	$4,040	1	z_SUV	no	$3,398	1	No	0	1	Highly Urban/ Urban
4929	0	0.00000	0	53	0	5	$183,296	No	$0	z_No	M	PhD	Manager	10	Commercial	$34,310	4	Panel Truck	no	$4,900	3	No	1	9	Highly Urban/ Urban
4930	1	429.74110	0	43	0	6	$41,274	No	$103,580	z_No	M	<High School	Clerical	38	Private	$9,930	6	Minivan	yes	$0	0	No	0	7	Highly Urban/ Urban
4931	0	0.00000	0	49	0	12		No	$164,155	z_No	z_F	z_High School	z_Blue Collar	31	Commercial	$11,040	10	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
4932	0	0.00000	0	41	0	12	$73,187	No	$256,137	Yes	M	Bachelors	Manager	39	Private	$15,160	4	Minivan	yes	$0	0	No	2	8	Highly Urban/ Urban
4933	1	1326.00000	1	45	2	9	$683	No	$61,630	Yes	z_F	z_High School	Student	60	Commercial	$19,090	4	z_SUV	no	$2,279	1	No	0	1	Highly Urban/ Urban
4934	0	0.00000	0	46	0	11		No	$219,719	Yes	z_F	Bachelors	Professional	52	Private	$8,270	1	z_SUV	no	$0	0	No	1	11	Highly Urban/ Urban
4935	0	0.00000	0	53	0	11	$108,233	No	$290,195	Yes	z_F	z_High School	z_Blue Collar	32	Commercial	$1,670	1	Sports Car	no	$0	0	No	2	7	Highly Urban/ Urban
4936	1	5076.00000	0	30	1	7	$22,718	Yes	$116,700	z_No	M	<High School	Clerical	14	Private	$4,300	1	Minivan	yes	$4,448	3	No	9	1	Highly Urban/ Urban
4937	0	0.00000	0	36	0	11	$10,568	No	$0	z_No	z_F	<High School	Clerical	22	Private	$5,170	1	z_SUV	no	$0	0	No	0	3	Highly Urban/ Urban
4938	0	0.00000	0	44	1	16	$114,537	No	$307,024	Yes	z_F	Masters	Lawyer	7	Private	$26,090	17	Pickup	no	$0	0	No	0	17	Highly Urban/ Urban
4939	0	0.00000	0	62	0	17	$64,106	No	$242,833	Yes	z_F	PhD	Doctor	30	Private	$14,450	11	Sports Car	no	$0	0	No	0	9	Highly Urban/ Urban
4940	0	0.00000	0	60	0	14	$84,990	No	$0	z_No	M	PhD	Doctor	5	Private	$16,000	7	Minivan	no	$9,244	1	No	1	NA	Highly Urban/ Urban
4942	0	0.00000	0	46	0	10	$183,558	No	$472,867	z_No	z_F	PhD	Lawyer	33	Private	$19,860	6	z_SUV	no	$0	0	No	3	12	Highly Urban/ Urban
4943	0	0.00000	0	34	2	11	$49,098	No	$182,986	Yes	M	z_High School	Professional	29	Private	$10,740	6	Pickup	yes	$5,265	2	No	2	11	z_Highly Rural/ Rural
4944	0	0.00000	0	45	0	NA	$178,375	No	$468,171	Yes	z_F	Masters	Lawyer	32	Private	$24,190	6	Sports Car	no	$0	0	Yes	0	NA	Highly Urban/ Urban
4945	1	6804.00000	0	31	3	0	$0	No	$0	Yes	M	Bachelors	Student	25	Commercial	$4,600	1	Pickup	yes	$6,070	3	No	5	7	Highly Urban/ Urban
4947	0	0.00000	0	57	0	12	$601	No	$109,016	z_No	M	<High School	Student	21	Private	$7,260	1	Pickup	yes	$0	0	No	1	6	Highly Urban/ Urban
4948	0	0.00000	0	30	1	9		No	$100,633	Yes	M	z_High School	Clerical	37	Private	$1,500	1	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
4950	1	4984.00000	0	58	0	12	$42,607	No	$112,850	Yes	M	<High School	z_Blue Collar	55	Commercial	$11,560	1	Pickup	no	$5,238	1	No	1	7	Highly Urban/ Urban
4951	0	0.00000	0	52	0	14	$62,804	No	$225,810	Yes	M	Bachelors	z_Blue Collar	26	Commercial	$15,510	6	Minivan	yes	$0	0	No	1	13	z_Highly Rural/ Rural
4952	0	0.00000	0	48	0	15	$79,078	No	$219,277	Yes	z_F	Masters	Lawyer	53	Private	$9,410	6	z_SUV	no	$0	0	No	0	18	Highly Urban/ Urban
4953	1	956.00000	1	40	2	12	$35,453	No	$156,023	Yes	z_F	z_High School	z_Blue Collar	24	Commercial	$4,010	16	z_SUV	no	$2,244	2	No	2	1	Highly Urban/ Urban
4954	1	6279.73577	0	42	2	10	$42,371	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	45	Commercial	$5,740	4	z_SUV	no	$6,703	1	No	4	12	Highly Urban/ Urban
4955	0	0.00000	0	40	3	17	$8,679	No	$0	Yes	z_F	z_High School	Student	10	Commercial	$4,650	1	z_SUV	no	$0	0	No	0	10	z_Highly Rural/ Rural
4957	0	0.00000	0	38	4	15	$5,225	Yes	$0	z_No	z_F	z_High School	Student	60	Commercial	$5,300	4	Sports Car	no	$0	0	No	0	8	z_Highly Rural/ Rural
4958	1	4978.00000	0	52	0	12	$50,584	No	$157,928	z_No	z_F	Bachelors	Professional	27	Private	$11,760	9	z_SUV	no	$1,328	1	No	6	1	Highly Urban/ Urban
4959	0	0.00000	0	49	0	12	$34,961	No	$0	z_No	z_F	z_High School	Home Maker	44	Private	$9,900	4	z_SUV	no	$7,863	3	No	1	7	Highly Urban/ Urban
4960	0	0.00000	0	50	0	15	$47,433	No		Yes	z_F	z_High School	Clerical	36	Private	$7,750	6	z_SUV	no	$0	0	No	3	11	Highly Urban/ Urban
4961	0	0.00000	0	52	0	11	$42,236	No	$0	z_No	M	z_High School	z_Blue Collar	34	Commercial	$20,920	7	Van	no	$5,949	1	No	0	1	Highly Urban/ Urban
4962	1	2711.00000	0	45	2	10	$32,867	Yes	$0	z_No	z_F	z_High School	Clerical	24	Private	$9,290	1	z_SUV	no	$9,635	4	No	4	1	Highly Urban/ Urban
4963	0	0.00000	0	37	0	10	$69,874	No	$212,459	z_No	M	Masters	Professional	58	Private	$13,060	13	Minivan	no	$0	0	No	2	15	Highly Urban/ Urban
4964	1	2410.00000	0	49	0	11	$284,071	No		Yes	M	PhD		53	Commercial	$7,940	1	Pickup	yes	$2,939	2	No	4	15	Highly Urban/ Urban
4965	0	0.00000	0	40	0	11	$44,803	No	$0	z_No	z_F	Masters	Lawyer	42	Private	$24,320	3	z_SUV	no	$3,285	4	No	0	1	Highly Urban/ Urban
4967	0	0.00000	0	46	0	13		No	$550,223	Yes	z_F	PhD	Doctor	13	Private	$23,660	7	Sports Car	no	$0	0	No	0	20	Highly Urban/ Urban
4968	1	2356.00000	0	44	3	0	$0	Yes	$0	z_No	z_F	Masters	Home Maker	86	Private	$10,460	1	Sports Car	no	$0	0	No	3	18	z_Highly Rural/ Rural
4970	0	0.00000	0	49	0	NA	$97,595	No	$298,102	z_No	M	Masters	Lawyer	25	Private	$23,750	7	Minivan	no	$6,971	2	No	5	14	Highly Urban/ Urban
4971	0	0.00000	0	40	0	6	$40,651	No	$200,910	Yes	z_F	<High School	Clerical	49	Private	$18,610	4	Minivan	no	$0	0	No	0	6	Highly Urban/ Urban
4972	0	0.00000	0	47	0	13	$74,208	No	$196,225	Yes	M	Bachelors	Professional	17	Private	$13,620	1	Minivan	yes	$0	0	No	3	9	z_Highly Rural/ Rural
4974	0	0.00000	1	40	2	10	$61,375	Yes	$206,239	z_No	z_F	z_High School	z_Blue Collar	42	Commercial	$11,640	7	z_SUV	no	$0	0	No	1	7	Highly Urban/ Urban
4975	0	0.00000	0	47	0	6	$25,871	No	$193,683	Yes	z_F	z_High School	z_Blue Collar	38	Commercial	$18,400	3	z_SUV	no	$5,307	1	No	4	9	Highly Urban/ Urban
4976	0	0.00000	0	35	2	15	$29,000	No	$137,510	Yes	z_F	<High School	z_Blue Collar	15	Private	$17,380	10	z_SUV	no	$1,553	3	No	2	1	Highly Urban/ Urban
4977	0	0.00000	0	50	0	14	$95,534	No	$278,295	z_No	z_F	Masters	Manager	24	Private	$16,870	1	z_SUV	no	$0	0	No	1	11	Highly Urban/ Urban
4979	1	20126.42713	1	44	3	9	$148,528	Yes	$0	z_No	z_F	PhD	Lawyer	49	Private	$20,830	6	z_SUV	no	$0	0	Yes	2	10	Highly Urban/ Urban
4980	1	7204.00000	0	47	0	7	$44,812	No	$0	z_No	z_F	z_High School	z_Blue Collar	27	Commercial	$6,200	1	z_SUV	no	$43,405	2	Yes	0	5	Highly Urban/ Urban
4981	0	0.00000	0	57	1	9	$51,633	No		Yes	M	Bachelors	Manager	29	Commercial	$21,770	6	Van	yes	$1,324	1	No	6	8	Highly Urban/ Urban
4983	0	0.00000	1	44	2	17	$204,668	Yes	$0	z_No	M	Masters		32	Private	$34,650	16	Minivan	yes	$14,010	2	No	0	NA	Highly Urban/ Urban
4984	0	0.00000	0	48	0	11	$48,182	No	$167,923	Yes	M	Bachelors	Professional	35	Commercial	$24,980	13	Panel Truck	yes	$0	0	No	0	7	Highly Urban/ Urban
4986	1	5728.00000	1	48	0	12	$228,376	No	$586,096	Yes	M	PhD		57	Commercial	$9,260	1	z_SUV	no	$5,458	1	No	8	17	Highly Urban/ Urban
4987	0	0.00000	0	59	0	7	$150,444	No	$372,496	z_No	M	Masters	Lawyer	64	Private	$22,440	1	Minivan	no	$0	0	Yes	0	17	Highly Urban/ Urban
4988	1	2199.00000	0	36	0	14	$66,335	No	$241,407	Yes	z_F	z_High School	Professional	19	Commercial	$2,670	1	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
4989	0	0.00000	0	50	0	12	$131,876	No	$370,511	Yes	z_F	z_High School	z_Blue Collar	67	Commercial	$24,710	4	Sports Car	no	$0	0	No	0	8	z_Highly Rural/ Rural
4990	0	0.00000	2	41	3	13	$96,830	No	$273,341	Yes	M	Bachelors	Manager	32	Private	$11,980	1	Minivan	yes	$0	0	No	0	12	Highly Urban/ Urban
4992	0	0.00000	1	36	2	NA	$48,680	Yes	$198,173	z_No	M	Bachelors	Clerical	10	Commercial	$9,970	1	Pickup	no	$0	0	Yes	1	7	Highly Urban/ Urban
4993	0	0.00000	0	50	0	0	$0	No		z_No	z_F	Bachelors	Home Maker	37	Private	$6,500	1	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
4994	0	0.00000	0	42	3	19		No	$113,033	Yes	M	<High School	Clerical	25	Private	$5,960	6	Pickup	yes	$3,967	2	No	1	1	Highly Urban/ Urban
4995	1	3452.00000	0	58	0	10	$157,619	No	$397,530	Yes	z_F	PhD		13	Commercial	$38,240	9	Van	no	$0	0	No	0	NA	Highly Urban/ Urban
4996	0	0.00000	0	31	0	8	$190,945	No	$462,430	z_No	M	Bachelors	z_Blue Collar	45	Commercial	$23,690	1	Panel Truck	no	$0	0	No	0	NA	z_Highly Rural/ Rural
4997	0	0.00000	0	44	0	0	$0	No	$0	z_No	M	Bachelors	Student	66	Commercial	$1,500	3	Minivan	yes	$4,042	3	No	9	11	Highly Urban/ Urban
4999	0	0.00000	2	42	2	12	$108,916	No	$331,946	Yes	z_F	Masters	Lawyer	13	Private	$5,700	6	z_SUV	no	$27,861	2	No	5	19	Highly Urban/ Urban
5001	0	0.00000	0	46	0	14	$33,899	No	$158,521	Yes	M	z_High School	Clerical	31	Private	$9,490	10	Pickup	yes	$0	0	Yes	0	9	Highly Urban/ Urban
5002	0	0.00000	1	45	3	NA	$66,631	Yes	$189,498	z_No	z_F	Masters	Lawyer	27	Private	$13,910	4	Pickup	no	$7,141	2	No	0	9	Highly Urban/ Urban
5003	0	0.00000	0	36	0	13	$48,494	No	$232,930	z_No	z_F	Masters	Professional	67	Private	$9,950	11	Sports Car	no	$5,951	2	No	1	16	Highly Urban/ Urban
5006	0	0.00000	1	45	2	8	$62,615	No	$226,510	Yes	M	Bachelors	z_Blue Collar	49	Commercial	$30,610	10	Minivan	yes	$0	0	No	0	10	z_Highly Rural/ Rural
5007	0	0.00000	0	50	0	8	$91,494	No	$282,486	Yes	z_F	Masters	Professional	41	Private	$27,370	1	Pickup	no	$0	0	No	2	NA	z_Highly Rural/ Rural
5008	0	0.00000	1	44	1	11	$20,526	No	$129,198	Yes	z_F	z_High School	Clerical	12	Private	$16,180	4	z_SUV	no	$7,673	1	No	4	1	Highly Urban/ Urban
5009	0	0.00000	0	48	0	8	$118,987	No	$296,135	Yes	z_F	PhD	Home Maker	55	Private	$21,280	6	Minivan	no	$0	0	No	3	18	z_Highly Rural/ Rural
5010	0	0.00000	0	46	0	7	$26,667	No	$144,726	z_No	z_F	z_High School	Clerical	36	Commercial	$27,020	6	Van	no	$0	0	No	0	11	z_Highly Rural/ Rural
5012	1	4256.00000	0	46	0	NA	$100,790	No	$0	z_No	z_F	Masters	Manager	34	Private	$21,010	1	Sports Car	no	$0	0	No	0	12	Highly Urban/ Urban
5013	0	0.00000	0	41	1	13	$7,029	No	$112,990	Yes	z_F	Bachelors	Home Maker	48	Private	$12,880	4	Pickup	no	$6,444	1	No	0	12	Highly Urban/ Urban
5014	0	0.00000	0	49	0	12	$92,317	No	$248,232	Yes	M	Masters		24	Commercial	$6,720	10	Pickup	no	$2,566	3	No	0	14	Highly Urban/ Urban
5015	0	0.00000	0	49	0	0		No	$0	Yes	M	z_High School	Student	28	Private	$8,870	6	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
5017	0	0.00000	0	60	0	11	$4,103	No	$103,570	Yes	z_F	<High School	Home Maker	51	Private	$16,180	4	Minivan	no	$0	0	No	0	NA	z_Highly Rural/ Rural
5019	0	0.00000	0	51	0	6	$1,022	No	$118,028	Yes	M	Masters	Manager	42	Commercial	$28,350	7	Panel Truck	yes	$7,570	2	No	0	NA	Highly Urban/ Urban
5020	0	0.00000	0	43	0	12	$89,290	No	$170,818	Yes	z_F	Masters		34	Commercial	$38,810	4	Van	no	$0	0	No	0	10	Highly Urban/ Urban
5021	0	0.00000	0	62	0	13	$29,453	No	$135,076	Yes	M	Bachelors	Professional	26	Private	$15,190	10	z_SUV	no	$3,107	3	No	0	17	Highly Urban/ Urban
5022	1	8767.00000	0	55	0	15	$3,113	No		Yes	M	<High School	Student	25	Private	$11,550	1	Pickup	yes	$5,660	2	No	4	1	Highly Urban/ Urban
5023	0	0.00000	0	39	1	13	$96,707	No	$313,359	Yes	z_F	Bachelors	z_Blue Collar	28	Commercial	$30,410	1	Pickup	no	$0	0	No	0	9	z_Highly Rural/ Rural
5024	0	0.00000	0	32	4	0	$0	No	$70,053	Yes	z_F	<High School	Home Maker	16	Private	$24,100	1	Sports Car	no	$4,980	2	No	3	1	Highly Urban/ Urban
5025	1	966.00000	0	48	0	10	$111,405	No	$326,745	z_No	z_F	Bachelors	Professional	12	Commercial	$29,540	4	Van	no	$3,848	1	No	9	11	Highly Urban/ Urban
5026	1	4666.00000	0	38	1	10	$38,819	Yes	$128,779	z_No	z_F	Bachelors	Professional	49	Private	$5,680	6	z_SUV	no	$0	0	Yes	7	8	Highly Urban/ Urban
5027	0	0.00000	0	41	0	11	$31,538	No	$0	z_No	z_F	z_High School	Student	39	Private	$6,730	1	Sports Car	no	$0	0	No	1	NA	Highly Urban/ Urban
5028	0	0.00000	0	41	0	0	$0	No	$0	z_No	z_F	<High School	Student	43	Private	$15,660	4	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
5029	0	0.00000	0	45	0	11	$54,795	No	$0	z_No	M	Masters	Lawyer	19	Private	$5,060	10	Minivan	yes	$0	0	No	0	19	Highly Urban/ Urban
5030	1	1402.00000	0	67	0	0	$0	No	$0	Yes	z_F	z_High School	Student	33	Private	$8,200	7	Sports Car	no	$6,934	1	No	0	10	Highly Urban/ Urban
5031	0	0.00000	0	55	0	15	$67,569	No	$226,686	Yes	M	Bachelors	Professional	41	Private	$13,760	1	Minivan	yes	$0	0	No	0	13	z_Highly Rural/ Rural
5032	0	0.00000	0	51	0	12	$242,362	No	$0	z_No	z_F	PhD		40	Commercial	$61,050	4	Panel Truck	no	$0	0	No	2	9	Highly Urban/ Urban
5033	0	0.00000	0	36	0	7	$76,837	No	$250,653	z_No	z_F	Bachelors	z_Blue Collar	67	Commercial	$13,000	1	Sports Car	no	$0	0	No	2	1	z_Highly Rural/ Rural
5035	1	926.00000	2	39	2	15	$56,819	No	$188,860	Yes	z_F	Bachelors	z_Blue Collar	34	Commercial	$14,660	6	z_SUV	no	$0	0	Yes	1	10	Highly Urban/ Urban
5036	1	4070.00000	0	43	0	NA	$40,612	No	$0	z_No	M	Masters		35	Commercial	$18,130	1	Van	yes	$4,263	2	No	3	18	Highly Urban/ Urban
5037	0	0.00000	0	53	0	14		No	$238,741	Yes	z_F	Masters		22	Commercial	$21,370	10	Pickup	no	$0	0	No	5	21	Highly Urban/ Urban
5039	1	3590.00000	0	35	1	8	$84,794	Yes	$0	z_No	z_F	z_High School	Professional	19	Commercial	$26,860	1	Pickup	no	$4,575	3	No	7	1	Highly Urban/ Urban
5040	0	0.00000	0	34	1	12	$42,192	No	$152,848	Yes	M	z_High School	z_Blue Collar	35	Commercial	$25,820	11	Panel Truck	yes	$0	0	No	0	1	z_Highly Rural/ Rural
5041	0	0.00000	0	55	0	8		No	$219,960	z_No	M	Bachelors	Clerical	36	Commercial	$11,870	1	Pickup	yes	$0	0	No	1	1	z_Highly Rural/ Rural
5043	0	0.00000	0	39	1	0	$0	Yes	$0	z_No	z_F	Bachelors	Student	31	Commercial	$5,400	11	z_SUV	no	$11,063	1	Yes	2	10	Highly Urban/ Urban
5044	0	0.00000	0	35	1	14	$22,500	No	$108,085	Yes	z_F	z_High School	Clerical	48	Private	$12,360	6	z_SUV	no	$0	0	Yes	0	1	Highly Urban/ Urban
5045	0	0.00000	0	46	0	11	$23,921	No	$156,557	Yes	z_F	z_High School	Clerical	24	Private	$12,180	10	z_SUV	no	$0	0	No	0	5	Highly Urban/ Urban
5047	0	0.00000	0	42	0	12	$55,507	No	$163,671	Yes	z_F	<High School	z_Blue Collar	11	Private	$7,050	6	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
5048	0	0.00000	0	50	0	12	$49,242	No	$191,938	Yes	z_F	z_High School	Clerical	40	Commercial	$33,690	1	Panel Truck	no	$0	0	No	1	9	z_Highly Rural/ Rural
5049	0	0.00000	1	44	3	15	$55,996	No	$220,628	Yes	z_F	z_High School	z_Blue Collar	33	Commercial	$22,280	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
5050	0	0.00000	0	54	0	15	$144,348	No		Yes	M	Masters		16	Commercial	$27,460	1	Panel Truck	no	$0	0	No	0	14	Highly Urban/ Urban
5052	0	0.00000	0	34	1	9	$26,128	No	$140,038	Yes	M	<High School	z_Blue Collar	22	Commercial	$29,050	6	Panel Truck	no	$0	0	No	2	9	Highly Urban/ Urban
5053	0	0.00000	0	55	0	11	$5,744	No	$0	z_No	M	z_High School	Student	5	Private	$12,330	6	Minivan	yes	$0	0	No	3	7	Highly Urban/ Urban
5055	0	0.00000	0	53	0	12		No	$162,241	Yes	z_F	Bachelors	Home Maker	33	Private	$11,460	10	z_SUV	no	$0	0	No	4	11	z_Highly Rural/ Rural
5056	0	0.00000	0	44	2	13	$19,507	No	$165,870	Yes	M	<High School	Clerical	25	Private	$19,080	14	Van	no	$7,458	1	No	0	1	Highly Urban/ Urban
5058	0	0.00000	0	47	0	13	$157,146	No	$0	z_No	z_F	PhD	Doctor	34	Private	$21,910	7	z_SUV	no	$0	0	No	0	15	Highly Urban/ Urban
5059	0	0.00000	0	48	0	10	$3,813	No	$89,708	z_No	z_F	Bachelors	Home Maker	16	Private	$20,310	4	z_SUV	no	$28,280	2	Yes	0	9	Highly Urban/ Urban
5060	0	0.00000	1	38	2	15	$10,678	No	$143,199	Yes	M	<High School	Clerical	32	Private	$6,370	22	Pickup	no	$0	0	No	1	7	Highly Urban/ Urban
5061	0	0.00000	0	51	0	14	$65,711	No	$0	z_No	M	Bachelors	Manager	10	Commercial	$28,350	4	Panel Truck	no	$9,591	2	No	5	2	Highly Urban/ Urban
5064	0	0.00000	0	48	0	7	$85,342	No	$263,337	z_No	M	Masters	Professional	46	Private	$19,520	3	Minivan	yes	$0	0	No	0	NA	Highly Urban/ Urban
5067	0	0.00000	0	49	0	11	$96,145	No	$0	z_No	z_F	PhD	Doctor	34	Private	$17,530	1	Pickup	no	$0	0	Yes	3	9	Highly Urban/ Urban
5068	1	3166.00000	0	49	0	8	$3,044	No	$0	z_No	z_F	z_High School	Student	65	Private	$6,700	10	z_SUV	no	$0	0	No	4	NA	Highly Urban/ Urban
5069	0	0.00000	0	55	0	13	$83,801	No	$296,735	Yes	M	Masters	Lawyer	10	Private	$12,960	1	Minivan	no	$0	0	No	0	19	Highly Urban/ Urban
5070	0	0.00000	0	52	0	8	$183,345	No	$459,009	Yes	M	PhD	Doctor	25	Private	$11,750	1	Minivan	yes	$0	0	Yes	1	14	Highly Urban/ Urban
5071	1	5377.00000	1	45	2	7	$26,681	Yes	$166,588	z_No	z_F	Bachelors	Professional	10	Private	$28,840	10	Pickup	no	$0	0	No	0	13	z_Highly Rural/ Rural
5072	0	0.00000	0	44	0	6	$35,210	No	$140,238	z_No	M	<High School	Clerical	16	Commercial	$10,380	6	Pickup	no	$2,116	2	No	0	6	Highly Urban/ Urban
5073	0	0.00000	0	42	1	10	$104,560	Yes	$319,400	z_No	z_F	Bachelors	Manager	13	Commercial	$26,070	1	Pickup	no	$0	0	No	0	NA	Highly Urban/ Urban
5074	0	0.00000	2	36	2	14	$17,100	No	$128,888	Yes	z_F	<High School	Clerical	21	Private	$6,810	6	z_SUV	no	$3,444	3	No	1	5	Highly Urban/ Urban
5075	1	3226.00000	0	57	0	16	$53,739	No	$220,862	Yes	M	Bachelors	Professional	41	Commercial	$21,740	1	Van	yes	$0	0	No	5	NA	Highly Urban/ Urban
5077	0	0.00000	0	41	1	13	$45,685	Yes	$0	z_No	M	Bachelors	Clerical	7	Private	$8,830	3	Minivan	no	$2,516	2	No	4	9	Highly Urban/ Urban
5078	0	0.00000	0	40	0	12	$47,897	No	$0	z_No	M	PhD	Lawyer	5	Private	$16,460	7	Van	no	$42,734	2	No	3	12	Highly Urban/ Urban
5079	1	6281.00000	2	44	2	8	$152,292	Yes	$0	z_No	M	Masters	Manager	42	Commercial	$31,380	10	Panel Truck	yes	$0	0	No	1	19	Highly Urban/ Urban
5080	0	0.00000	0	49	0	12	$12,084	No	$0	z_No	M	z_High School	Student	47	Private	$9,640	10	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
5081	0	0.00000	0	37	0	12	$156,346	No		Yes	M	Masters		30	Private	$20,830	4	Van	yes	$0	0	No	1	11	Highly Urban/ Urban
5082	0	0.00000	0	47	0	13	$195,139	No	$472,185	Yes	z_F	PhD	Doctor	11	Private	$29,180	13	Pickup	no	$0	0	No	0	15	Highly Urban/ Urban
5083	0	0.00000	0	43	0	7	$41,949	No	$138,961	z_No	z_F	z_High School	z_Blue Collar	26	Commercial	$9,990	4	z_SUV	no	$0	0	Yes	1	8	Highly Urban/ Urban
5084	0	0.00000	0	50	0	11	$16,666	No	$184,536	Yes	z_F	<High School	Clerical	18	Private	$8,170	6	z_SUV	no	$7,411	2	No	6	1	Highly Urban/ Urban
5085	0	0.00000	0	42	0	8	$43,920	No	$114,115	Yes	z_F	<High School	z_Blue Collar	36	Private	$1,500	3	z_SUV	no	$0	0	No	0	5	z_Highly Rural/ Rural
5086	0	0.00000	1	43	3	15		No	$171,680	Yes	M	z_High School	z_Blue Collar	15	Private	$1,500	3	Minivan	yes	$0	0	Yes	0	NA	Highly Urban/ Urban
5087	1	1036.00000	0	58	0	13	$88,490	No	$0	z_No	z_F	Bachelors	Manager	52	Private	$10,350	11	z_SUV	no	$2,737	2	No	0	10	Highly Urban/ Urban
5088	0	0.00000	1	41	2	10	$90,319	No	$276,968	Yes	M	Bachelors	z_Blue Collar	5	Commercial	$10,530	10	Pickup	no	$0	0	No	2	15	z_Highly Rural/ Rural
5090	0	0.00000	0	54	0	12	$73,138	No	$255,540	z_No	M	Masters	Lawyer	30	Private	$29,310	6	Minivan	yes	$16,922	1	No	0	NA	Highly Urban/ Urban
5091	0	0.00000	0	45	0	11	$117,583	No	$295,982	Yes	M	Masters	Professional	18	Private	$20,180	1	Minivan	yes	$0	0	Yes	0	12	Highly Urban/ Urban
5095	0	0.00000	0	48	0	0	$0	No	$94,797	Yes	z_F	Masters	Home Maker	50	Private	$7,310	10	z_SUV	no	$0	0	No	2	20	z_Highly Rural/ Rural
5096	0	0.00000	0	35	0	12	$43,011	No	$115,957	Yes	z_F	Masters	Lawyer	30	Private	$5,800	1	z_SUV	no	$5,642	2	No	7	18	Highly Urban/ Urban
5097	0	0.00000	0	46	0	10	$24,526	No	$183,982	z_No	M	<High School	z_Blue Collar	46	Private	$11,190	6	Pickup	no	$0	0	No	2	1	z_Highly Rural/ Rural
5099	0	0.00000	0	53	0	15	$66,054	No	$250,182	Yes	z_F	Bachelors	Manager	47	Private	$13,410	1	z_SUV	no	$8,404	2	No	4	13	Highly Urban/ Urban
5100	0	0.00000	1	42	1	14	$71,417	No	$282,918	Yes	z_F	Bachelors	Professional	26	Private	$17,050	6	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
5101	1	1833.00000	0	39	3	12	$12,332	Yes	$98,982	z_No	M	<High School	Clerical	20	Commercial	$8,450	6	Pickup	yes	$7,262	2	No	0	1	Highly Urban/ Urban
5103	1	2641.00000	0	42	0	13	$54,729	No	$181,515	Yes	z_F	Masters	Home Maker	30	Private	$23,360	1	z_SUV	no	$0	0	No	0	NA	Highly Urban/ Urban
5104	1	7799.64589	0	39	1	12	$24,609	Yes	$95,505	z_No	z_F	<High School	z_Blue Collar	68	Private	$7,860	4	Sports Car	no	$8,455	3	No	4	6	Highly Urban/ Urban
5105	0	0.00000	0	46	0	11	$30,969	No	$0	z_No	z_F	<High School	Clerical	77	Private	$9,200	10	z_SUV	no	$0	0	No	3	7	z_Highly Rural/ Rural
5106	0	0.00000	0	28	1	5	$87,052	No	$215,053	Yes	z_F	Bachelors	Professional	54	Private	$13,200	3	z_SUV	no	$0	0	No	1	8	Highly Urban/ Urban
5107	1	4388.00000	0	42	1	0	$0	No	$122,520	Yes	z_F	Bachelors	Home Maker	62	Private	$14,260	4	z_SUV	no	$3,460	3	No	0	5	Highly Urban/ Urban
5108	1	7961.00000	0	51	0	8	$80,479	No	$0	z_No	M	Bachelors	z_Blue Collar	31	Commercial	$14,650	13	Minivan	yes	$575	2	No	4	14	Highly Urban/ Urban
5109	0	0.00000	0	27	3	8	$29,357	No	$177,256	Yes	z_F	<High School	z_Blue Collar	49	Private	$7,140	1	z_SUV	no	$0	0	No	0	7	z_Highly Rural/ Rural
5110	0	0.00000	0	43	3	15	$14,815	No	$118,795	Yes	z_F	z_High School	Home Maker	60	Private	$5,800	4	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
5111	0	0.00000	0	47	0	NA	$126,384	No	$370,023	Yes	z_F	Masters	Lawyer	9	Private	$6,200	4	z_SUV	no	$0	0	No	0	20	z_Highly Rural/ Rural
5113	0	0.00000	0	51	0	13	$37,040	No	$0	z_No	z_F	<High School	Clerical	25	Private	$10,010	6	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
5114	0	0.00000	0	50	0	15	$57,070	No	$241,758	Yes	z_F	Bachelors	Professional	31	Private	$7,210	6	z_SUV	no	$0	0	No	2	12	Highly Urban/ Urban
5115	0	0.00000	0	28	1	7	$31,745	No	$140,248	Yes	z_F	z_High School	z_Blue Collar	20	Commercial	$18,170	1	Minivan	no	$8,380	2	No	4	1	Highly Urban/ Urban
5116	0	0.00000	0	49	0	10	$150,401	No	$452,008	Yes	z_F	PhD	Doctor	25	Private	$27,010	4	Minivan	no	$0	0	No	0	14	Highly Urban/ Urban
5118	0	0.00000	0	33	1	11	$86,321	Yes	$227,138	z_No	M	Masters		17	Commercial	$29,160	10	Panel Truck	yes	$0	0	No	0	24	Highly Urban/ Urban
5119	0	0.00000	0	53	0	10	$37,965	No	$178,189	Yes	z_F	Masters	Lawyer	22	Private	$32,390	4	Minivan	no	$0	0	No	1	26	z_Highly Rural/ Rural
5120	0	0.00000	0	38	0	11	$93,840	No	$233,716	Yes	z_F	Masters	Lawyer	31	Private	$14,010	10	z_SUV	no	$0	0	No	0	6	z_Highly Rural/ Rural
5121	0	0.00000	0	49	0	13	$1,201	No	$0	z_No	z_F	z_High School	Home Maker	13	Private	$31,430	1	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
5122	0	0.00000	0	36	0	10	$14,418	No	$0	z_No	M	<High School	Clerical	37	Private	$17,120	1	Van	yes	$0	0	No	2	8	Highly Urban/ Urban
5123	0	0.00000	2	40	3	9	$24,359	No	$143,208	Yes	M	<High School	Clerical	19	Private	$11,820	13	Pickup	no	$0	0	No	0	5	z_Highly Rural/ Rural
5124	0	0.00000	0	52	0	13	$86,756	No	$224,768	Yes	z_F	Masters	Lawyer	51	Private	$11,560	1	Minivan	no	$0	0	No	1	9	Highly Urban/ Urban
5125	0	0.00000	0	42	0	13	$48,305	No	$193,615	z_No	M	Bachelors	Clerical	23	Commercial	$24,520	1	Panel Truck	no	$0	0	No	0	8	Highly Urban/ Urban
5126	1	4298.00000	1	42	2	13	$112,205	No	$311,529	Yes	z_F	Bachelors	Manager	48	Commercial	$27,770	4	Pickup	no	$6,557	1	No	5	11	Highly Urban/ Urban
5128	0	0.00000	0	40	0	11	$119,244	No	$349,833	z_No	z_F	Bachelors	z_Blue Collar	23	Commercial	$14,400	11	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
5129	0	0.00000	0	57	1	8	$134,899	No	$427,952	Yes	M	PhD		28	Commercial	$18,510	6	Van	yes	$0	0	No	0	15	Highly Urban/ Urban
5133	0	0.00000	0	44	1	13	$64,124	No		Yes	z_F	z_High School	Clerical	22	Private	$15,940	1	z_SUV	no	$0	0	No	1	1	z_Highly Rural/ Rural
5134	0	0.00000	0	51	0	12	$77,030	No	$0	z_No	z_F	Masters	Manager	5	Private	$11,490	1	z_SUV	no	$51,904	1	No	4	13	Highly Urban/ Urban
5137	0	0.00000	0	66	0	14	$23,569	No	$178,084	Yes	M	<High School	Clerical	41	Private	$13,010	10	z_SUV	yes	$0	0	No	0	1	z_Highly Rural/ Rural
5138	1	41063.38679	0	40	0	12	$52,471	No	$153,087	z_No	z_F	z_High School	z_Blue Collar	31	Commercial	$21,860	10	z_SUV	no	$0	0	No	0	6	Highly Urban/ Urban
5139	0	0.00000	0	48	0	NA	$3,902	No	$135,903	Yes	z_F	Bachelors	Home Maker	63	Private	$14,040	5	z_SUV	no	$0	0	Yes	0	5	z_Highly Rural/ Rural
5140	1	12338.37662	0	32	4	14	$81,772	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	38	Commercial	$19,460	6	z_SUV	no	$0	0	Yes	6	13	Highly Urban/ Urban
5141	0	0.00000	0	22	2	10	$23,005	No	$81,033	Yes	z_F	Masters		14	Private	$8,320	4	z_SUV	yes	$0	0	Yes	3	5	Highly Urban/ Urban
5142	0	0.00000	2	43	2	14	$70,029	No	$210,170	Yes	z_F	Bachelors	Manager	29	Private	$11,130	10	z_SUV	no	$5,311	2	No	7	9	Highly Urban/ Urban
5143	1	6296.00000	0	30	3	9	$61,790	No	$185,253	Yes	z_F	Bachelors	Clerical	28	Private	$10,680	1	z_SUV	no	$0	0	Yes	0	14	Highly Urban/ Urban
5144	0	0.00000	0	57	0	NA	$37,047	No	$161,286	Yes	z_F	z_High School	Student	43	Commercial	$19,510	1	Sports Car	no	$4,630	1	No	4	1	Highly Urban/ Urban
5145	0	0.00000	0	60	0	10	$105,600	No	$305,449	z_No	z_F	PhD	Doctor	37	Private	$26,440	1	z_SUV	no	$0	0	Yes	0	11	Highly Urban/ Urban
5146	1	4898.26307	3	53	0	10	$58,049	No	$186,384	Yes	M	Masters	Manager	44	Private	$5,590	1	z_SUV	no	$0	0	No	0	15	Highly Urban/ Urban
5148	0	0.00000	0	42	0	12	$108,677	No	$297,884	Yes	z_F	<High School	z_Blue Collar	5	Private	$8,210	4	z_SUV	no	$0	0	No	0	6	Highly Urban/ Urban
5149	0	0.00000	0	48	0	13	$16,923	No	$115,976	Yes	z_F	<High School	Home Maker	38	Private	$17,760	11	Minivan	no	$12,373	2	Yes	4	5	Highly Urban/ Urban
5150	0	0.00000	0	50	0	11	$22,284	No	$135,680	Yes	M	<High School	z_Blue Collar	44	Commercial	$9,950	6	Pickup	no	$0	0	No	0	5	z_Highly Rural/ Rural
5151	1	5454.00000	0	49	0	10	$73,241	No	$0	z_No	M	Masters	Lawyer	36	Private	$6,400	1	Pickup	yes	$3,863	2	No	0	15	Highly Urban/ Urban
5152	1	2649.00000	0	49	0	11	$48,215	No	$0	z_No	z_F	PhD	Doctor	46	Private	$13,190	10	z_SUV	no	$2,516	4	No	2	19	Highly Urban/ Urban
5153	0	0.00000	0	45	0	0	$0	No	$0	z_No	z_F	Bachelors	Student	50	Commercial	$25,550	3	Minivan	no	$0	0	No	1	10	Highly Urban/ Urban
5154	1	1668.00000	0	31	4	0	$0	Yes	$0	z_No	z_F	Bachelors	Student	14	Commercial	$4,600	11	Sports Car	no	$8,136	1	No	6	14	Highly Urban/ Urban
5155	0	0.00000	0	42	0	14	$44,970	No	$224,155	Yes	M	z_High School	z_Blue Collar	35	Commercial	$6,100	1	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
5156	0	0.00000	0	33	4	NA	$158,124	No	$366,033	Yes	M	PhD		5	Commercial	$20,610	1	Van	no	$0	0	Yes	4	7	Highly Urban/ Urban
5158	1	6595.00000	0	48	0	10	$90,044	No	$0	z_No	z_F	Bachelors	z_Blue Collar	79	Commercial	$17,310	3	z_SUV	no	$2,317	1	No	0	16	Highly Urban/ Urban
5159	0	0.00000	0	29	0	0	$0	No	$100,948	Yes	M	<High School	Student	30	Private	$19,670	1	Minivan	yes	$3,449	2	No	3	1	Highly Urban/ Urban
5161	0	0.00000	0	53	0	13	$30,897	No	$0	z_No	z_F	z_High School	Manager	31	Private	$16,970	10	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
5162	0	0.00000	0	57	0	12		No	$258,080	Yes	M	Bachelors	Professional	34	Private	$7,200	4	Pickup	yes	$0	0	No	1	13	Highly Urban/ Urban
5163	0	0.00000	0	48	0	10	$91,245	No	$278,928	Yes	z_F	<High School	z_Blue Collar	10	Private	$15,420	8	z_SUV	no	$3,136	2	No	8	1	Highly Urban/ Urban
5164	0	0.00000	0	37	0	11	$135,691	No	$0	z_No	M	Masters	Professional	29	Private	$14,920	1	Minivan	yes	$0	0	Yes	0	23	Highly Urban/ Urban
5167	0	0.00000	0	46	0	8	$62,433	No		Yes	z_F	Bachelors	Clerical	41	Private	$12,240	1	z_SUV	no	$0	0	No	0	11	z_Highly Rural/ Rural
5168	1	5685.00000	0	48	0	10	$23,588	No	$174,929	Yes	z_F	z_High School	Clerical	61	Private	$9,500	1	z_SUV	no	$31,664	2	Yes	3	7	Highly Urban/ Urban
5169	0	0.00000	0	52	0	12		No		z_No	z_F	Masters	Lawyer	37	Private	$15,650	1	Sports Car	no	$7,428	2	No	2	16	Highly Urban/ Urban
5170	1	2546.00000	2	37	2	10	$45,282	Yes	$170,166	z_No	z_F	<High School	z_Blue Collar	50	Private	$5,100	4	Sports Car	no	$7,136	1	No	4	1	z_Highly Rural/ Rural
5171	0	0.00000	1	44	2	12	$48,288	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	23	Commercial	$13,280	6	z_SUV	no	$0	0	No	2	12	Highly Urban/ Urban
5174	0	0.00000	0	40	0	12	$101,794	No	$256,716	Yes	z_F	Masters	Lawyer	21	Private	$22,090	1	Minivan	no	$0	0	No	0	11	Highly Urban/ Urban
5175	0	0.00000	0	50	0	12	$89,157	No	$257,091	Yes	z_F	Masters	Lawyer	52	Private	$19,700	1	z_SUV	no	$3,175	1	No	0	7	Highly Urban/ Urban
5176	0	0.00000	0	50	0	11	$74,970	No	$0	z_No	M	Bachelors	z_Blue Collar	28	Commercial	$13,930	1	Minivan	yes	$0	0	No	0	1	z_Highly Rural/ Rural
5177	0	0.00000	0	33	2	14		No	$153,659	Yes	M	Bachelors	Student	37	Commercial	$23,520	10	Panel Truck	no	$3,236	1	No	0	10	Highly Urban/ Urban
5178	0	0.00000	0	38	0	4	$127,783	No	$314,273	Yes	M	PhD	Lawyer	26	Private	$14,280	4	Minivan	no	$0	0	No	4	10	Highly Urban/ Urban
5180	0	0.00000	0	46	0	12		No	$217,164	Yes	z_F	Masters	Professional	53	Private	$25,360	6	Minivan	no	$31,180	1	Yes	3	17	Highly Urban/ Urban
5181	0	0.00000	0	29	1	7	$31,407	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	42	Commercial	$22,210	6	Minivan	no	$0	0	No	0	9	Highly Urban/ Urban
5182	0	0.00000	0	37	3	10	$34,052	Yes	$124,094	z_No	M	<High School	Clerical	82	Private	$14,000	14	Minivan	yes	$0	0	No	0	1	z_Highly Rural/ Rural
5183	0	0.00000	2	37	2	10	$24,622	No	$135,310	Yes	M	<High School	z_Blue Collar	52	Private	$7,660	7	Minivan	yes	$0	0	No	4	6	Highly Urban/ Urban
5185	0	0.00000	0	46	0	14	$50,206	No	$176,373	Yes	z_F	z_High School	z_Blue Collar	22	Commercial	$25,400	6	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
5186	1	1148.00000	0	54	0	13	$65,234	No	$280,155	Yes	z_F	z_High School	z_Blue Collar	36	Commercial	$23,170	4	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
5188	0	0.00000	0	48	0	12	$24,671	No	$0	z_No	z_F	<High School	z_Blue Collar	22	Private	$3,970	6	Sports Car	no	$0	0	No	1	1	z_Highly Rural/ Rural
5189	1	1947.00000	1	42	1	10	$73,376	Yes	$0	z_No	z_F	Masters	Lawyer	39	Private	$25,590	1	Sports Car	no	$7,328	1	No	5	11	Highly Urban/ Urban
5190	0	0.00000	0	62	0	15	$66,739	No	$0	z_No	M	z_High School	z_Blue Collar	36	Commercial	$34,990	3	Minivan	yes	$4,736	2	No	3	1	Highly Urban/ Urban
5192	0	0.00000	0	36	0	12		No		z_No	M	Bachelors	Professional	27	Private	$12,620	17	Minivan	no	$0	0	No	0	15	Highly Urban/ Urban
5195	0	0.00000	0	45	0	11	$26,378	No	$151,135	Yes	z_F	<High School	z_Blue Collar	26	Private	$6,680	1	z_SUV	no	$0	0	No	2	6	Highly Urban/ Urban
5196	0	0.00000	0	46	0	12	$24,306	No	$150,872	Yes	M	Masters	Professional	12	Commercial	$27,790	2	Panel Truck	no	$8,414	2	No	4	10	Highly Urban/ Urban
5197	0	0.00000	0	51	0	8	$42,335	No		Yes	M	z_High School	z_Blue Collar	44	Commercial	$14,110	5	Minivan	no	$3,341	2	No	6	5	Highly Urban/ Urban
5198	1	2490.00000	0	53	0	0	$0	No	$0	z_No	M	z_High School	Student	24	Private	$17,190	6	Van	yes	$0	0	No	1	1	Highly Urban/ Urban
5200	1	4181.00000	0	33	2	14	$82,407	Yes	$0	z_No	M	z_High School	z_Blue Collar	17	Commercial	$4,800	4	Pickup	yes	$0	0	No	1	6	Highly Urban/ Urban
5201	0	0.00000	0	36	1	12	$28,989	Yes	$191,192	z_No	M	z_High School	Clerical	28	Private	$21,520	6	Van	no	$5,971	1	No	6	10	Highly Urban/ Urban
5202	1	1444.00000	3	45	3	17	$28,538	No	$140,924	Yes	z_F	<High School	Clerical	15	Private	$16,920	3	z_SUV	no	$22,262	2	Yes	7	5	Highly Urban/ Urban
5203	0	0.00000	0	45	2	13	$64,632	Yes	$258,727	z_No	M	Bachelors	Professional	18	Private	$19,590	6	Minivan	yes	$0	0	No	1	13	Highly Urban/ Urban
5204	0	0.00000	0	27	1	13	$29,979	No	$139,981	Yes	M	z_High School	Clerical	20	Commercial	$7,200	6	Pickup	no	$0	0	No	4	7	z_Highly Rural/ Rural
5205	1	5453.00000	0	47	0	9	$62,133	No	$222,691	Yes	M	z_High School	Professional	35	Commercial	$25,310	17	Panel Truck	no	$0	0	No	2	1	Highly Urban/ Urban
5206	0	0.00000	0	50	0	8	$70,569	No	$211,353	Yes	M	Masters	Manager	41	Commercial	$8,560	3	Pickup	yes	$0	0	No	0	16	Highly Urban/ Urban
5207	0	0.00000	0	44	2	14	$35,276	No	$131,158	Yes	z_F	z_High School	Clerical	5	Private	$17,810	1	Minivan	no	$0	0	No	0	8	Highly Urban/ Urban
5208	1	3270.00000	0	39	0	10	$14,677	No	$0	z_No	M	Bachelors	Student	44	Commercial	$10,180	1	Pickup	no	$0	0	No	0	9	z_Highly Rural/ Rural
5209	1	3613.00000	0	46	0	10	$45,626	No	$183,557	Yes	z_F	z_High School	z_Blue Collar	30	Private	$14,550	4	z_SUV	no	$4,758	2	No	0	1	Highly Urban/ Urban
5210	0	0.00000	0	60	3	14	$75,523	No	$269,976	Yes	z_F	Bachelors	Manager	10	Commercial	$22,140	10	Pickup	no	$0	0	No	0	6	Highly Urban/ Urban
5211	0	0.00000	0	51	0	0	$0	No	$0	Yes	M	z_High School	Student	40	Private	$6,600	6	Minivan	yes	$0	0	No	0	7	z_Highly Rural/ Rural
5214	0	0.00000	0	50	0	14	$96,299	No	$273,212	Yes	M	Bachelors	z_Blue Collar	40	Commercial	$16,130	3	Minivan	no	$0	0	No	0	NA	Highly Urban/ Urban
5215	1	1414.00000	0	62	0	0	$0	No	$52,952	Yes	z_F	z_High School	Home Maker	37	Private	$12,760	4	Sports Car	no	$0	0	No	2	1	Highly Urban/ Urban
5216	0	0.00000	0	39	0	10	$38,193	No	$158,688	Yes	z_F	PhD	Lawyer	24	Private	$16,300	11	z_SUV	no	$0	0	No	1	19	Highly Urban/ Urban
5217	0	0.00000	0	42	0	NA	$143,781	No	$0	z_No	M	Masters	Manager	48	Commercial	$32,070	1	Panel Truck	yes	$0	0	No	1	16	Highly Urban/ Urban
5218	0	0.00000	0	48	0	7	$139,337	No	$369,214	Yes	z_F	Masters	Manager	40	Private	$16,030	1	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
5219	0	0.00000	0	34	0	11	$7,806	No	$0	Yes	M	z_High School	Student	33	Commercial	$10,840	4	Pickup	yes	$5,804	3	No	4	1	Highly Urban/ Urban
5220	0	0.00000	0	40	0	11	$76,548	No	$214,584	Yes	z_F	Bachelors	Professional	20	Private	$5,500	1	Sports Car	no	$6,999	3	No	2	11	Highly Urban/ Urban
5221	0	0.00000	0	51	0	13	$77,831	No	$0	z_No	M	Masters		39	Commercial	$16,830	7	Van	yes	$0	0	No	0	14	Highly Urban/ Urban
5222	0	0.00000	0	33	1	9	$21,124	Yes	$0	z_No	M	Bachelors	Student	30	Private	$5,000	1	Pickup	yes	$0	0	No	0	10	Highly Urban/ Urban
5223	0	0.00000	0	58	0	NA	$43,680	No	$180,158	Yes	M	z_High School	Manager	24	Commercial	$29,910	4	Minivan	yes	$9,677	2	No	0	4	Highly Urban/ Urban
5225	1	4400.00000	0	20	0	8	$4,209	No	$80,790	z_No	z_F	z_High School	Clerical	23	Private	$10,570	1	z_SUV	no	$0	0	No	4	9	Highly Urban/ Urban
5227	1	5782.00000	0	42	0	13	$71,779	No	$187,108	Yes	z_F	PhD	Manager	5	Private	$15,480	4	z_SUV	no	$0	0	No	0	12	Highly Urban/ Urban
5228	0	0.00000	0	NA	0	0	$0	No		Yes	z_F	z_High School	Student	43	Private	$2,600	10	z_SUV	yes	$4,656	4	No	3	1	z_Highly Rural/ Rural
5229	0	0.00000	0	42	0	9	$124,521	No	$336,516	z_No	M	PhD	Doctor	21	Private	$18,150	4	Minivan	yes	$0	0	No	4	15	Highly Urban/ Urban
5230	0	0.00000	0	63	0	NA	$49,485	No	$180,070	Yes	z_F	Bachelors	Professional	36	Private	$6,270	6	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
5231	0	0.00000	0	48	0	12	$93,955	No	$303,379	Yes	M	Bachelors	Manager	35	Private	$15,700	10	Minivan	yes	$0	0	No	0	10	Highly Urban/ Urban
5232	0	0.00000	0	55	0	12	$72,430	No	$226,009	Yes	M	Masters	Professional	54	Private	$23,980	7	Minivan	no	$0	0	No	0	15	z_Highly Rural/ Rural
5233	0	0.00000	0	57	0	NA	$104,257	No		Yes	z_F	PhD	Doctor	32	Private	$7,200	10	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
5234	0	0.00000	0	50	0	14	$14,518	No	$0	Yes	z_F	Bachelors	Student	41	Private	$13,170	11	Minivan	no	$0	0	No	0	9	z_Highly Rural/ Rural
5235	1	3989.00000	0	48	0	10	$106,752	No	$0	z_No	M	Bachelors	Professional	46	Private	$19,540	4	Van	yes	$8,212	3	No	2	15	Highly Urban/ Urban
5236	0	0.00000	1	40	1	7	$46,337	No	$178,708	Yes	z_F	Bachelors	Professional	5	Private	$13,720	1	Sports Car	no	$3,598	3	No	3	11	Highly Urban/ Urban
5237	0	0.00000	0	46	0	11	$78,915	No	$248,764	z_No	z_F	Masters	Lawyer	41	Private	$13,990	5	z_SUV	no	$5,531	3	No	0	11	Highly Urban/ Urban
5238	1	1428.00000	0	43	0	10	$49,729	No	$211,046	z_No	z_F	Bachelors	Professional	49	Private	$13,760	4	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
5240	0	0.00000	0	49	0	11	$65,904	No	$265,782	Yes	M	Bachelors	Clerical	7	Private	$30,910	1	Minivan	yes	$0	0	No	2	NA	Highly Urban/ Urban
5241	1	4890.00000	0	50	0	10	$52,956	No		z_No	z_F	Bachelors	z_Blue Collar	35	Commercial	$8,370	11	z_SUV	no	$2,988	1	No	5	12	Highly Urban/ Urban
5242	0	0.00000	0	55	0	13	$60,091	No	$250,327	Yes	M	z_High School	Professional	48	Commercial	$7,810	1	Pickup	no	$0	0	No	1	1	Highly Urban/ Urban
5243	1	45985.40992	0	26	2	11	$21,443	No	$116,421	Yes	M	<High School	Clerical	19	Commercial	$24,280	6	Panel Truck	no	$42,208	1	Yes	5	1	z_Highly Rural/ Rural
5244	0	0.00000	0	50	0	0	$0	No	$0	z_No	M	z_High School	Student	29	Private	$14,870	1	Minivan	no	$0	0	No	1	5	Highly Urban/ Urban
5245	0	0.00000	0	57	0	8	$66,618	No	$0	z_No	M	Masters	Lawyer	27	Private	$18,100	1	z_SUV	yes	$0	0	No	1	17	Highly Urban/ Urban
5246	0	0.00000	0	34	0	0	$0	No	$0	z_No	z_F	z_High School	Home Maker	59	Private	$26,550	1	Pickup	no	$33,961	1	Yes	7	1	z_Highly Rural/ Rural
5247	1	1401.00000	0	42	0	11	$27,253	No	$0	z_No	z_F	<High School	Clerical	25	Commercial	$45,360	6	Panel Truck	no	$29,919	1	Yes	0	7	Highly Urban/ Urban
5248	0	0.00000	0	26	0	6	$48,074	No	$0	z_No	M	z_High School	z_Blue Collar	25	Commercial	$21,760	1	Van	no	$0	0	No	4	1	Highly Urban/ Urban
5249	0	0.00000	0	49	0	6	$99,948	No	$248,589	Yes	z_F	Masters	Lawyer	41	Private	$6,800	4	z_SUV	no	$0	0	No	1	1	Highly Urban/ Urban
5250	0	0.00000	0	39	1	13	$97,870	No	$308,324	Yes	z_F	Masters	Manager	38	Private	$19,670	3	Minivan	no	$0	0	No	4	13	Highly Urban/ Urban
5251	1	4291.00000	0	63	0	16	$141,953	No	$377,925	Yes	M	PhD		35	Commercial	$27,570	10	Pickup	yes	$0	0	No	0	9	Highly Urban/ Urban
5253	0	0.00000	0	31	2	11	$93,703	No	$257,486	Yes	z_F	z_High School	z_Blue Collar	5	Commercial	$29,620	1	Pickup	no	$0	0	No	0	1	z_Highly Rural/ Rural
5254	0	0.00000	0	43	0	14	$104,258	No	$269,356	Yes	M	Bachelors	Manager	19	Private	$12,500	1	Minivan	yes	$0	0	No	1	15	Highly Urban/ Urban
5255	0	0.00000	0	65	0	17	$52,074	No	$220,576	Yes	z_F	Masters	Manager	28	Private	$10,010	1	Sports Car	no	$0	0	No	0	22	Highly Urban/ Urban
5256	0	0.00000	0	53	0	8	$169,259	No	$470,371	Yes	M	Bachelors	Professional	28	Private	$16,850	4	Minivan	yes	$0	0	No	2	NA	Highly Urban/ Urban
5257	0	0.00000	0	37	0	11	$47,554	No	$150,128	z_No	z_F	z_High School	z_Blue Collar	18	Private	$18,230	4	z_SUV	no	$0	0	No	0	8	z_Highly Rural/ Rural
5258	0	0.00000	0	50	0	10	$60,395	No	$194,332	Yes	M	z_High School	z_Blue Collar	41	Commercial	$32,720	13	Panel Truck	yes	$4,896	1	No	2	5	Highly Urban/ Urban
5259	0	0.00000	0	56	0	12	$98,422	No		Yes	M	Masters		5	Commercial	$25,200	14	Panel Truck	yes	$0	0	No	0	13	Highly Urban/ Urban
5260	0	0.00000	2	40	2	12	$73,851	Yes	$244,529	z_No	z_F	Bachelors	Clerical	25	Private	$14,700	7	z_SUV	no	$0	0	No	1	5	Highly Urban/ Urban
5261	0	0.00000	0	50	0	13	$74,366	No	$264,375	Yes	z_F	Bachelors	Professional	35	Private	$25,950	6	Minivan	no	$0	0	No	0	11	Highly Urban/ Urban
5262	0	0.00000	0	51	0	12	$217,269	No	$502,389	Yes	M	PhD	Lawyer	22	Private	$1,500	6	Minivan	yes	$0	0	No	0	19	Highly Urban/ Urban
5263	0	0.00000	0	55	0	6	$48,509	No	$210,146	Yes	z_F	z_High School	z_Blue Collar	31	Commercial	$18,390	11	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
5265	1	2572.00000	0	46	0	13	$9,494	No	$0	z_No	z_F	<High School	Home Maker	38	Private	$2,450	5	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
5267	1	22951.25339	0	61	0	10	$62,185	No	$0	z_No	M	PhD		40	Commercial	$26,550	1	Panel Truck	yes	$4,843	3	No	0	11	Highly Urban/ Urban
5268	1	1746.00000	0	31	1	15	$20,277	No	$134,375	Yes	z_F	<High School	Clerical	5	Private	$24,670	1	Minivan	no	$0	0	No	2	1	Highly Urban/ Urban
5269	0	0.00000	0	47	0	12	$190,455	No	$482,747	Yes	z_F	PhD		39	Commercial	$28,200	7	Van	no	$0	0	No	0	8	Highly Urban/ Urban
5270	1	17424.77210	1	37	2	13	$64,927	No	$184,518	Yes	M	Masters		31	Commercial	$35,270	6	Panel Truck	no	$0	0	No	0	15	Highly Urban/ Urban
5272	0	0.00000	0	67	0	13	$45,368	No	$190,399	Yes	M	Bachelors	Professional	33	Private	$20,410	4	Minivan	yes	$7,445	2	No	5	13	Highly Urban/ Urban
5274	0	0.00000	0	40	0	5	$27,433	No	$0	z_No	z_F	Masters	Lawyer	47	Private	$8,240	10	z_SUV	no	$0	0	No	3	14	Highly Urban/ Urban
5275	0	0.00000	0	39	0	10	$100,474	No	$0	z_No	z_F	Bachelors	z_Blue Collar	43	Commercial	$36,790	5	Van	no	$8,539	2	No	4	9	Highly Urban/ Urban
5277	0	0.00000	1	39	1	12	$55,036	No	$187,649	Yes	M	z_High School	Manager	44	Private	$30,380	3	Minivan	yes	$32,132	3	No	1	10	Highly Urban/ Urban
5279	0	0.00000	0	28	1	11		No	$88,733	Yes	z_F	z_High School	Clerical	55	Private	$13,430	4	z_SUV	no	$0	0	No	0	10	z_Highly Rural/ Rural
5280	0	0.00000	0	47	0	11	$223,259	No	$531,026	z_No	M	PhD	Doctor	36	Private	$8,570	4	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
5282	0	0.00000	0	51	0	9	$103,721	No	$0	z_No	M	Masters	Lawyer	53	Private	$14,310	3	Minivan	no	$3,491	3	No	0	13	Highly Urban/ Urban
5284	0	0.00000	0	42	0	11	$111,682	No	$0	z_No	M	<High School	z_Blue Collar	34	Private	$14,880	6	Minivan	no	$0	0	No	0	5	Highly Urban/ Urban
5285	0	0.00000	0	44	0	13	$40,825	No	$193,319	Yes	z_F	z_High School	Clerical	23	Private	$25,570	9	z_SUV	no	$1,019	2	No	0	1	Highly Urban/ Urban
5286	0	0.00000	2	39	2	0		No	$99,103	Yes	z_F	z_High School	Home Maker	46	Private	$5,400	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
5287	0	0.00000	0	57	0	9	$26,222	No	$165,896	Yes	M	<High School	Clerical	73	Private	$6,800	5	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
5288	0	0.00000	0	52	0	13	$143,242	No	$364,925	z_No	M	Bachelors	Manager	43	Commercial	$23,340	1	Panel Truck	yes	$4,749	3	No	5	10	Highly Urban/ Urban
5289	0	0.00000	0	51	0	12	$100,205	No	$0	z_No	M	Masters	Lawyer	5	Private	$16,620	4	Van	yes	$32,112	1	Yes	6	NA	Highly Urban/ Urban
5290	0	0.00000	0	50	0	14	$38,666	No	$136,025	Yes	M	z_High School	Professional	70	Private	$26,030	4	Minivan	no	$0	0	No	3	5	Highly Urban/ Urban
5292	0	0.00000	0	46	0	12	$33,576	No	$213,497	Yes	z_F	z_High School	Clerical	30	Private	$9,240	10	Sports Car	no	$4,851	2	No	1	NA	z_Highly Rural/ Rural
5293	1	3367.00000	0	55	0	8	$86,574	No	$323,469	Yes	M	Masters	Manager	47	Private	$17,020	3	Van	yes	$0	0	No	0	18	Highly Urban/ Urban
5295	0	0.00000	0	52	0	12	$64,914	No	$236,516	Yes	z_F	Masters	Lawyer	29	Private	$34,280	6	Minivan	no	$0	0	No	5	9	Highly Urban/ Urban
5298	0	0.00000	0	44	1	11	$48,374	No		Yes	M	z_High School	z_Blue Collar	48	Commercial	$10,740	4	Pickup	no	$0	0	Yes	0	8	Highly Urban/ Urban
5299	0	0.00000	0	46	0	14		No	$0	z_No	z_F	<High School	Clerical	52	Private	$8,820	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
5300	0	0.00000	0	32	2	12	$77,021	No	$196,820	Yes	M	Masters		55	Commercial	$10,400	10	Pickup	yes	$0	0	No	1	13	Highly Urban/ Urban
5301	1	1020.00000	1	58	2	17	$100,886	No		Yes	z_F	Bachelors	Professional	29	Private	$18,740	1	z_SUV	no	$5,108	1	No	9	NA	z_Highly Rural/ Rural
5302	0	0.00000	0	51	0	12	$42,326	No	$164,805	Yes	z_F	Masters	Lawyer	11	Private	$12,660	1	Sports Car	no	$0	0	No	1	19	Highly Urban/ Urban
5303	1	6835.00000	0	52	0	10	$25,709	No	$128,190	z_No	M	z_High School	Clerical	22	Commercial	$10,680	4	Pickup	yes	$28,621	1	Yes	1	NA	Highly Urban/ Urban
5304	1	3776.00000	0	46	0	9	$24,202	No	$0	z_No	M	PhD	Lawyer	24	Private	$17,270	13	Van	yes	$3,475	1	No	4	17	Highly Urban/ Urban
5305	1	3763.00000	0	54	0	15	$64,548	No	$251,584	Yes	M	<High School	z_Blue Collar	32	Commercial	$16,360	1	Van	yes	$26,281	1	Yes	3	1	Highly Urban/ Urban
5306	1	5413.00000	0	33	2	14	$36,351	No	$193,200	Yes	M	z_High School	z_Blue Collar	47	Commercial	$11,450	10	Pickup	yes	$3,647	3	No	3	13	Highly Urban/ Urban
5307	0	0.00000	0	42	0	12	$73,232	No	$242,645	z_No	M	Bachelors	Professional	36	Private	$12,970	4	Minivan	no	$44,835	4	Yes	5	10	Highly Urban/ Urban
5308	0	0.00000	0	40	0	13	$54,475	No	$158,491	Yes	M	Bachelors	Clerical	37	Private	$18,170	12	Van	yes	$0	0	No	0	11	z_Highly Rural/ Rural
5309	0	0.00000	0	53	0	8	$42,907	No	$159,304	z_No	z_F	Bachelors	Clerical	30	Private	$12,380	10	z_SUV	no	$9,102	3	No	4	9	Highly Urban/ Urban
5310	1	3246.00000	2	37	3	12	$40,012	No	$200,016	Yes	z_F	z_High School	Professional	20	Private	$9,200	7	Minivan	no	$3,119	2	No	2	1	Highly Urban/ Urban
5311	0	0.00000	0	53	0	10	$82,824	No	$293,807	z_No	M	Masters	Professional	29	Commercial	$20,220	7	Van	no	$5,630	1	No	7	1	Highly Urban/ Urban
5312	0	0.00000	0	39	0	8	$30,119	No	$157,162	z_No	z_F	<High School	z_Blue Collar	12	Private	$8,410	7	z_SUV	no	$35,909	1	Yes	0	5	Highly Urban/ Urban
5315	0	0.00000	1	43	2	8	$69,855	No	$231,275	Yes	M	Bachelors	z_Blue Collar	65	Commercial	$17,430	3	Van	yes	$0	0	Yes	2	10	Highly Urban/ Urban
5316	0	0.00000	0	35	0	9	$74,781	No	$0	z_No	M	Masters	Lawyer	23	Private	$12,480	6	Minivan	yes	$0	0	Yes	1	15	Highly Urban/ Urban
5317	0	0.00000	0	44	0	0	$0	No	$0	Yes	M	<High School	Student	74	Private	$15,580	4	Minivan	yes	$0	0	No	2	6	z_Highly Rural/ Rural
5318	1	4618.00000	0	35	2	14	$34,235	No	$139,521	Yes	M	z_High School	Clerical	52	Private	$8,420	3	Pickup	no	$0	0	Yes	2	6	Highly Urban/ Urban
5319	1	3666.00000	0	44	2	0	$0	Yes	$0	z_No	z_F	PhD	Doctor	39	Private	$23,570	1	Minivan	no	$1,380	3	No	3	17	Highly Urban/ Urban
5320	0	0.00000	1	36	2	11	$132,953	No	$318,007	Yes	z_F	Masters	Manager	42	Private	$23,840	10	Minivan	no	$6,808	2	No	4	23	Highly Urban/ Urban
5322	1	3845.00000	0	46	0	9	$177,832	No	$471,670	z_No	M	PhD	Doctor	54	Private	$25,240	3	Minivan	yes	$949	2	No	2	14	Highly Urban/ Urban
5323	0	0.00000	0	48	0	14	$28,408	No	$181,535	Yes	z_F	z_High School	Home Maker	33	Private	$14,280	7	z_SUV	no	$0	0	No	3	1	Highly Urban/ Urban
5324	0	0.00000	0	46	0	11	$56,467	No	$0	z_No	z_F	Bachelors	Manager	37	Private	$12,710	4	z_SUV	no	$0	0	No	0	12	Highly Urban/ Urban
5327	0	0.00000	0	51	0	13	$42,383	No	$185,747	Yes	M	Masters	Lawyer	30	Private	$24,350	1	Minivan	no	$0	0	No	0	15	Highly Urban/ Urban
5329	0	0.00000	0	48	0	0	$0	No		Yes	z_F	Masters	Home Maker	50	Private	$7,970	1	Sports Car	no	$0	0	No	2	20	z_Highly Rural/ Rural
5330	0	0.00000	1	45	1	14	$26,156	No	$179,165	Yes	z_F	Bachelors	Professional	48	Private	$11,810	1	Minivan	no	$0	0	No	5	10	Highly Urban/ Urban
5331	0	0.00000	0	47	0	12	$40,875	No	$179,476	Yes	M	Masters	Professional	64	Private	$21,800	1	Van	yes	$3,397	3	No	4	15	Highly Urban/ Urban
5332	0	0.00000	0	50	0	0	$0	No		Yes	M	PhD	Manager	26	Private	$1,500	9	Minivan	yes	$39,250	1	Yes	2	12	Highly Urban/ Urban
5333	0	0.00000	0	32	0	12	$86,380	No		Yes	M	Bachelors	Manager	47	Commercial	$28,710	6	Panel Truck	no	$0	0	No	0	8	Highly Urban/ Urban
5335	1	2707.00000	0	43	1	4	$82,795	Yes	$0	z_No	M	Bachelors	z_Blue Collar	40	Commercial	$8,460	1	Pickup	yes	$8,844	2	No	7	7	Highly Urban/ Urban
5336	0	0.00000	0	49	0	NA	$214,180	No	$0	z_No	M	Masters	Manager	19	Commercial	$27,820	7	Panel Truck	yes	$4,872	1	No	2	17	Highly Urban/ Urban
5337	1	7981.00000	0	50	0	10	$216,924	No	$0	z_No	z_F	PhD	Lawyer	6	Private	$6,500	6	z_SUV	no	$27,369	2	Yes	5	12	Highly Urban/ Urban
5339	0	0.00000	0	35	2	14	$154,247	No	$387,192	Yes	z_F	Bachelors	Professional	45	Commercial	$23,940	9	Pickup	no	$0	0	No	2	9	Highly Urban/ Urban
5340	1	2190.00000	0	47	0	10	$28,600	No	$0	z_No	z_F	Bachelors	Professional	28	Private	$8,830	4	Sports Car	no	$31,567	2	Yes	3	10	Highly Urban/ Urban
5341	0	0.00000	2	37	3	0	$0	No	$0	Yes	z_F	z_High School	Student	38	Commercial	$1,500	6	z_SUV	no	$17,372	3	Yes	4	6	z_Highly Rural/ Rural
5342	0	0.00000	0	58	0	10	$46,946	No	$247,003	z_No	M	Masters	Lawyer	22	Private	$16,860	6	Van	yes	$28,158	2	Yes	3	13	Highly Urban/ Urban
5343	0	0.00000	1	37	3	10	$28,284	No	$112,574	Yes	z_F	z_High School	Clerical	49	Private	$7,810	6	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
5345	0	0.00000	0	28	1	13	$28,383	No	$133,622	Yes	M	<High School	Clerical	26	Private	$5,180	14	Pickup	yes	$0	0	No	1	1	Highly Urban/ Urban
5346	1	2222.00000	0	47	0	0	$0	No	$0	z_No	z_F	<High School	Student	5	Private	$1,500	6	z_SUV	no	$5,886	1	No	0	NA	Highly Urban/ Urban
5347	0	0.00000	0	51	0	13	$53,323	No	$233,408	Yes	z_F	Bachelors	Professional	8	Private	$11,930	10	z_SUV	no	$0	0	No	1	8	Highly Urban/ Urban
5349	0	0.00000	0	48	0	11	$47,354	No	$171,779	Yes	z_F	z_High School	Clerical	5	Private	$11,040	4	z_SUV	no	$3,901	3	No	1	1	Highly Urban/ Urban
5350	1	4286.00000	0	45	0	9	$20,188	No	$0	z_No	z_F	<High School	Clerical	38	Private	$14,200	1	z_SUV	no	$1,310	1	No	7	6	Highly Urban/ Urban
5351	1	5499.00000	0	47	0	11	$28,808	No	$0	z_No	M	z_High School	Student	6	Commercial	$8,770	1	Minivan	no	$0	0	Yes	4	8	Highly Urban/ Urban
5355	0	0.00000	0	46	0	10		No	$288,592	Yes	M	Masters	Lawyer	7	Private	$6,100	11	Pickup	no	$0	0	No	0	15	Highly Urban/ Urban
5356	0	0.00000	0	38	0	9	$30,822	No	$125,424	z_No	M	z_High School	Clerical	33	Commercial	$20,060	1	Van	no	$0	0	No	1	4	Highly Urban/ Urban
5357	0	0.00000	1	42	3	17	$23,759	No	$151,636	Yes	M	z_High School	Clerical	66	Private	$12,420	6	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
5358	0	0.00000	0	42	0	11	$106,538	No	$0	z_No	z_F	PhD	Home Maker	57	Private	$27,470	4	Minivan	no	$0	0	No	0	NA	z_Highly Rural/ Rural
5359	1	4433.00000	0	48	0	12	$34,669	No	$146,134	Yes	M	z_High School	Clerical	42	Commercial	$8,630	1	Pickup	no	$2,499	3	No	1	1	Highly Urban/ Urban
5360	0	0.00000	1	40	1	NA	$126,291	No	$320,281	Yes	z_F	Masters	Lawyer	24	Private	$25,130	6	Minivan	no	$0	0	No	0	17	Highly Urban/ Urban
5362	0	0.00000	0	45	0	11	$92,792	No	$0	z_No	z_F	Masters	Lawyer	28	Private	$6,000	1	Sports Car	no	$8,609	2	No	4	17	Highly Urban/ Urban
5363	0	0.00000	0	40	0	11	$17,020	No	$93,220	Yes	M	<High School	Clerical	5	Commercial	$7,960	6	Pickup	yes	$0	0	No	1	1	z_Highly Rural/ Rural
5366	0	0.00000	0	54	0	13	$136,052	No	$0	z_No	M	Masters	Lawyer	33	Private	$20,510	11	Minivan	yes	$6,779	2	No	0	13	Highly Urban/ Urban
5368	1	5160.00000	0	50	0	12	$180,074	No	$442,649	Yes	z_F	PhD	Doctor	59	Private	$35,520	4	Sports Car	no	$4,657	3	No	6	1	Highly Urban/ Urban
5369	0	0.00000	0	44	1	5	$31,473	Yes	$189,278	z_No	z_F	z_High School	Clerical	45	Private	$14,970	1	Minivan	no	$7,700	1	No	1	6	Highly Urban/ Urban
5370	0	0.00000	0	59	0	NA	$126,093	No	$0	z_No	z_F	Masters	Lawyer	62	Private	$14,110	1	z_SUV	no	$0	0	Yes	0	4	Highly Urban/ Urban
5371	0	0.00000	0	55	0	NA	$42,516	No	$0	z_No	M	z_High School	Clerical	54	Private	$14,570	1	Minivan	yes	$0	0	No	3	8	z_Highly Rural/ Rural
5372	1	2651.00000	0	26	3	8	$68,524	Yes	$0	z_No	z_F	Bachelors	Professional	34	Private	$1,500	3	Sports Car	no	$7,946	3	No	11	10	Highly Urban/ Urban
5373	0	0.00000	0	47	0	10	$36,229	No	$148,633	z_No	z_F	z_High School	Clerical	48	Private	$5,120	6	z_SUV	no	$0	0	Yes	0	1	z_Highly Rural/ Rural
5374	1	2418.00000	0	45	0	11	$125,058	No	$0	z_No	M	PhD		33	Commercial	$18,510	1	Van	yes	$0	0	Yes	0	8	Highly Urban/ Urban
5375	0	0.00000	0	54	0	13	$52,895	No	$0	z_No	M	z_High School	Professional	34	Private	$12,260	1	Minivan	yes	$8,229	2	No	1	11	Highly Urban/ Urban
5376	0	0.00000	0	49	0	11		No	$195,236	Yes	M	PhD	Doctor	44	Private	$16,790	6	Van	no	$4,670	2	No	3	18	Highly Urban/ Urban
5377	0	0.00000	1	40	2	10	$55,395	Yes	$194,491	z_No	z_F	<High School	Clerical	45	Private	$28,910	8	Minivan	no	$0	0	Yes	0	1	z_Highly Rural/ Rural
5378	0	0.00000	0	44	1	15	$87,445	No		Yes	M	z_High School	z_Blue Collar	44	Commercial	$17,200	3	Van	no	$0	0	No	0	1	z_Highly Rural/ Rural
5380	1	2080.00000	0	38	0	9	$12,216	No	$0	z_No	z_F	z_High School	Student	39	Commercial	$5,560	6	z_SUV	no	$0	0	Yes	0	1	Highly Urban/ Urban
5381	0	0.00000	0	38	0	5	$29,624	No	$151,927	Yes	M	z_High School	Clerical	49	Commercial	$21,410	10	Van	no	$6,119	1	No	6	8	Highly Urban/ Urban
5383	0	0.00000	2	42	3	0	$0	No	$83,970	Yes	z_F	Bachelors	Home Maker	5	Private	$9,240	4	Minivan	no	$0	0	Yes	0	13	Highly Urban/ Urban
5384	0	0.00000	0	47	0	2	$52,284	No	$229,647	z_No	z_F	PhD	Manager	34	Private	$11,440	1	z_SUV	no	$0	0	No	1	13	Highly Urban/ Urban
5385	0	0.00000	0	51	0	15		No	$102,667	Yes	M	<High School	Clerical	52	Private	$9,960	6	Pickup	no	$0	0	No	0	5	Highly Urban/ Urban
5387	0	0.00000	0	60	0	14	$41,048	No	$0	z_No	M	Bachelors	Manager	5	Private	$8,040	1	Minivan	no	$0	0	No	0	4	Highly Urban/ Urban
5388	0	0.00000	0	47	0	6	$124,520	No	$352,158	Yes	M	Masters	Lawyer	21	Private	$22,050	10	Minivan	yes	$0	0	No	3	9	Highly Urban/ Urban
5389	0	0.00000	0	49	0	14	$21,129	No	$0	z_No	z_F	Masters	Home Maker	24	Private	$8,660	7	z_SUV	no	$0	0	No	2	15	Highly Urban/ Urban
5390	1	4618.00000	0	33	5	13	$28,084	No	$132,519	Yes	z_F	z_High School	Clerical	43	Private	$11,100	1	z_SUV	no	$555	2	No	3	1	Highly Urban/ Urban
5391	1	4966.00000	0	35	1	9	$77,179	Yes	$0	z_No	M	z_High School	z_Blue Collar	34	Commercial	$12,720	10	Minivan	no	$0	0	No	0	4	Highly Urban/ Urban
5392	0	0.00000	0	47	0	7	$21,517	No	$130,812	Yes	M	z_High School	Clerical	34	Commercial	$27,430	4	Panel Truck	yes	$6,934	2	No	1	1	Highly Urban/ Urban
5393	0	0.00000	0	43	2	14	$36,849	No	$187,005	Yes	M	<High School	z_Blue Collar	27	Private	$9,480	4	Minivan	no	$0	0	No	0	8	Highly Urban/ Urban
5394	0	0.00000	0	46	0	0	$0	No	$0	z_No	z_F	<High School	Home Maker	41	Private	$6,100	3	Sports Car	no	$0	0	No	3	1	z_Highly Rural/ Rural
5396	0	0.00000	0	37	1	0		No	$0	Yes	z_F	z_High School	Student	38	Private	$5,000	13	Sports Car	no	$5,342	3	No	2	5	z_Highly Rural/ Rural
5397	0	0.00000	1	43	2	14	$71,141	Yes	$217,600	z_No	M	Bachelors	Manager	36	Private	$14,010	13	Minivan	yes	$716	3	No	3	1	Highly Urban/ Urban
5398	1	4120.00000	0	28	1	9	$12,117	Yes	$0	z_No	M	Bachelors	Student	26	Commercial	$5,510	1	Pickup	yes	$0	0	No	3	1	Highly Urban/ Urban
5399	0	0.00000	0	55	0	0	$0	No	$60,179	Yes	z_F	Bachelors	Home Maker	30	Private	$19,590	6	Sports Car	no	$0	0	No	0	11	Highly Urban/ Urban
5400	0	0.00000	0	51	0	9	$271,813	No	$631,309	Yes	M	PhD		48	Commercial	$49,230	1	Panel Truck	yes	$0	0	No	0	6	Highly Urban/ Urban
5401	0	0.00000	0	54	0	11		No	$153,917	Yes	z_F	z_High School	Home Maker	5	Private	$7,450	12	z_SUV	no	$0	0	No	0	8	z_Highly Rural/ Rural
5402	0	0.00000	0	32	0	9	$53,194	No	$0	z_No	z_F	Masters		32	Private	$19,660	10	z_SUV	no	$8,085	2	No	0	13	Highly Urban/ Urban
5403	0	0.00000	0	40	3	NA	$45,216	No	$198,322	Yes	z_F	Bachelors	z_Blue Collar	44	Private	$14,610	8	Minivan	no	$0	0	No	0	7	z_Highly Rural/ Rural
5404	1	3213.00000	1	45	2	13	$90,479	No	$250,111	Yes	M	Masters		30	Commercial	$36,330	1	Panel Truck	no	$0	0	No	0	1	Highly Urban/ Urban
5405	0	0.00000	0	54	0	5	$132,687	No	$0	z_No	z_F	PhD	Doctor	55	Private	$20,170	10	z_SUV	no	$0	0	No	0	18	Highly Urban/ Urban
5406	0	0.00000	0	39	0	12	$59,935	No	$173,337	Yes	z_F	Bachelors	z_Blue Collar	35	Commercial	$7,490	15	z_SUV	no	$0	0	No	0	13	Highly Urban/ Urban
5407	1	3896.00000	0	41	0	9	$18,939	No	$0	z_No	M	<High School	z_Blue Collar	50	Private	$5,600	6	Minivan	no	$5,171	4	No	4	1	Highly Urban/ Urban
5408	0	0.00000	0	52	0	7	$64,014	No	$244,863	Yes	M	<High School	z_Blue Collar	33	Commercial	$16,870	1	Van	yes	$5,542	4	No	1	5	Highly Urban/ Urban
5409	1	1834.00000	0	43	2	10	$50,952	Yes	$0	z_No	M	z_High School	z_Blue Collar	27	Private	$10,900	7	Minivan	no	$0	0	No	0	9	Highly Urban/ Urban
5412	1	4915.00000	0	46	0	12	$54,945	No		Yes	z_F	z_High School	Professional	40	Private	$12,220	1	z_SUV	no	$6,780	1	No	0	10	Highly Urban/ Urban
5413	0	0.00000	0	43	0	NA	$86,347	No	$254,834	Yes	z_F	Masters	Manager	34	Private	$23,570	6	Minivan	no	$0	0	No	1	12	Highly Urban/ Urban
5414	0	0.00000	0	40	1	13	$97,217	Yes	$0	z_No	M	Masters		32	Commercial	$21,930	6	Van	no	$49,178	2	No	0	14	Highly Urban/ Urban
5415	0	0.00000	2	40	2	6	$80,395	No	$260,592	Yes	M	Bachelors	Manager	31	Commercial	$22,770	1	Panel Truck	yes	$14,003	1	Yes	5	11	Highly Urban/ Urban
5417	0	0.00000	1	45	3	11	$22,679	No	$163,845	Yes	z_F	z_High School	Clerical	37	Private	$24,120	1	Pickup	no	$0	0	No	3	5	z_Highly Rural/ Rural
5418	0	0.00000	0	53	0	14	$18	No	$104,869	Yes	z_F	z_High School	Home Maker	48	Private	$17,300	6	Minivan	no	$0	0	No	2	1	Highly Urban/ Urban
5419	0	0.00000	0	51	0	11	$48,580	No	$0	z_No	z_F	Bachelors	Professional	11	Private	$21,220	4	z_SUV	no	$0	0	No	3	4	z_Highly Rural/ Rural
5420	0	0.00000	0	39	0	11	$108,311	No	$332,473	Yes	M	Bachelors	Manager	43	Private	$24,550	4	Minivan	no	$0	0	No	1	1	Highly Urban/ Urban
5421	0	0.00000	0	52	0	12	$66,888	No	$214,191	Yes	z_F	PhD	Professional	52	Private	$22,050	5	z_SUV	no	$0	0	No	1	12	Highly Urban/ Urban
5422	0	0.00000	0	57	0	13	$119,975	No	$339,052	Yes	z_F	PhD	Doctor	40	Private	$7,880	6	Sports Car	no	$0	0	No	1	13	Highly Urban/ Urban
5423	0	0.00000	0	24	0	12	$12,527	No	$70,594	Yes	z_F	Bachelors	Clerical	19	Private	$13,980	1	Minivan	yes	$0	0	No	0	7	Highly Urban/ Urban
5425	1	5524.00000	0	58	0	NA	$45,977	No		Yes	z_F	z_High School	z_Blue Collar	52	Commercial	$9,960	13	z_SUV	no	$1,444	1	No	6	10	Highly Urban/ Urban
5427	1	3975.00000	0	52	0	8	$273,507	No	$630,267	z_No	M	PhD	Manager	26	Commercial	$17,570	1	Van	no	$10,200	3	No	6	16	Highly Urban/ Urban
5429	0	0.00000	0	29	4	11	$22,698	Yes	$0	z_No	z_F	z_High School	Clerical	30	Private	$20,120	1	Pickup	no	$0	0	Yes	1	1	z_Highly Rural/ Rural
5431	1	5664.00000	0	34	1	10	$79,445	Yes	$0	z_No	z_F	PhD	Lawyer	36	Private	$12,840	1	z_SUV	no	$0	0	Yes	3	NA	Highly Urban/ Urban
5432	1	6761.23855	0	57	0	9	$162,519	No	$0	z_No	z_F	PhD	Doctor	25	Private	$23,450	4	Minivan	no	$8,044	3	No	2	14	Highly Urban/ Urban
5434	0	0.00000	0	38	0	13	$50,015	No	$0	z_No	z_F	z_High School	Clerical	25	Private	$14,410	11	z_SUV	no	$0	0	No	3	1	z_Highly Rural/ Rural
5435	0	0.00000	0	34	1	12	$16,839	No	$76,152	Yes	M	<High School	Clerical	37	Private	$7,340	4	Pickup	yes	$0	0	No	1	1	Highly Urban/ Urban
5436	1	6217.00000	0	31	1	11	$64,365	No		Yes	M	Masters	Manager	23	Commercial	$4,900	3	Pickup	yes	$6,156	1	No	0	16	Highly Urban/ Urban
5438	0	0.00000	0	52	0	11	$74,175	No		z_No	M	z_High School	Professional	24	Private	$14,120	7	Minivan	yes	$2,484	1	No	3	10	Highly Urban/ Urban
5439	1	2956.00000	0	32	1	12		Yes	$0	z_No	M	Masters		37	Private	$9,060	10	Pickup	yes	$0	0	No	0	15	Highly Urban/ Urban
5441	1	5201.05495	0	56	0	9	$36,635	No	$132,567	Yes	z_F	z_High School	Clerical	16	Private	$5,160	6	z_SUV	no	$24,822	3	Yes	4	11	Highly Urban/ Urban
5443	0	0.00000	0	50	0	12	$98,172	No	$0	z_No	z_F	Masters	Lawyer	5	Private	$16,320	13	Minivan	no	$0	0	No	3	20	z_Highly Rural/ Rural
5444	0	0.00000	0	50	0	8		No	$282,453	Yes	z_F	Bachelors	Manager	14	Private	$16,740	4	Minivan	no	$0	0	Yes	0	14	Highly Urban/ Urban
5446	0	0.00000	0	51	0	12	$51,628	No	$206,070	Yes	z_F	Bachelors	Professional	34	Private	$6,940	4	z_SUV	no	$0	0	No	0	NA	Highly Urban/ Urban
5447	0	0.00000	0	47	0	8	$87,236	No	$280,361	z_No	M	Masters	Lawyer	62	Private	$9,820	1	z_SUV	no	$0	0	Yes	3	1	Highly Urban/ Urban
5448	0	0.00000	0	35	2	7	$66,662	No	$206,692	Yes	z_F	z_High School	z_Blue Collar	73	Commercial	$11,670	6	z_SUV	no	$0	0	No	3	8	z_Highly Rural/ Rural
5450	0	0.00000	0	48	0	NA	$144,906	No	$0	z_No	M	Masters		42	Commercial	$33,040	1	Panel Truck	yes	$0	0	No	2	17	Highly Urban/ Urban
5451	0	0.00000	0	39	2	15	$79,961	No	$246,846	Yes	z_F	Bachelors	Professional	41	Private	$13,400	4	z_SUV	no	$3,207	4	No	3	7	Highly Urban/ Urban
5453	0	0.00000	1	36	2	10	$32,666	No		Yes	M	z_High School	Clerical	48	Private	$2,690	1	Minivan	yes	$0	0	No	1	NA	Highly Urban/ Urban
5454	1	1885.58020	0	41	3	2		No	$139,729	Yes	z_F	z_High School	Clerical	48	Private	$11,780	4	Sports Car	no	$16,948	4	Yes	2	1	Highly Urban/ Urban
5455	1	1463.00000	1	43	2	0	$0	No	$94,377	Yes	z_F	z_High School	Home Maker	47	Private	$11,190	4	z_SUV	no	$0	0	No	0	NA	Highly Urban/ Urban
5456	0	0.00000	2	41	2	13		No	$176,678	Yes	M	<High School	z_Blue Collar	5	Commercial	$30,640	1	Panel Truck	no	$0	0	No	0	6	z_Highly Rural/ Rural
5457	0	0.00000	0	51	0	3	$82,591	No	$308,611	Yes	z_F	z_High School	Clerical	14	Private	$25,740	4	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
5458	0	0.00000	0	39	2	8	$71,950	No	$228,455	Yes	z_F	z_High School	z_Blue Collar	21	Commercial	$3,070	3	z_SUV	no	$13,656	1	No	2	11	Highly Urban/ Urban
5459	0	0.00000	0	37	0	13	$111,152	No	$286,594	Yes	M	Bachelors	z_Blue Collar	39	Commercial	$15,410	4	Minivan	no	$10,590	4	No	0	9	Highly Urban/ Urban
5462	0	0.00000	0	53	0	13	$79,082	No	$270,035	Yes	z_F	Bachelors	z_Blue Collar	27	Commercial	$14,850	1	z_SUV	no	$10,293	4	No	3	1	Highly Urban/ Urban
5463	0	0.00000	0	47	0	7		No	$171,687	Yes	z_F	Bachelors	Professional	44	Private	$11,350	10	Sports Car	no	$0	0	No	0	7	z_Highly Rural/ Rural
5464	0	0.00000	0	60	0	11	$69,211	No	$204,527	Yes	M	z_High School	z_Blue Collar	28	Commercial	$26,690	10	Panel Truck	no	$0	0	No	0	1	z_Highly Rural/ Rural
5466	0	0.00000	0	46	0	13	$94,198	No	$315,253	Yes	M	Bachelors	Professional	42	Commercial	$26,190	6	Panel Truck	yes	$0	0	No	0	7	z_Highly Rural/ Rural
5468	0	0.00000	1	42	3	15	$122,744	No	$322,924	Yes	z_F	Bachelors	Professional	24	Private	$13,770	14	Sports Car	no	$0	0	No	0	5	Highly Urban/ Urban
5469	0	0.00000	0	55	0	13	$19,694	No	$162,610	Yes	z_F	Masters	Lawyer	63	Private	$22,430	11	z_SUV	no	$0	0	No	2	NA	Highly Urban/ Urban
5470	0	0.00000	0	39	3	13	$79,415	No	$228,056	Yes	z_F	z_High School	z_Blue Collar	45	Commercial	$13,870	9	Minivan	no	$35,944	1	Yes	5	10	Highly Urban/ Urban
5472	1	23910.11630	0	42	1	12	$98,515	Yes	$289,187	z_No	z_F	Masters	Lawyer	22	Private	$15,990	1	z_SUV	no	$4,208	1	No	4	17	Highly Urban/ Urban
5473	0	0.00000	0	47	0	9	$58,081	No	$0	z_No	z_F	Masters	Lawyer	42	Private	$12,010	1	z_SUV	no	$0	0	No	4	12	Highly Urban/ Urban
5476	0	0.00000	0	49	0	11	$20,529	No	$83,752	Yes	z_F	<High School	z_Blue Collar	40	Private	$8,450	14	z_SUV	no	$0	0	No	0	3	Highly Urban/ Urban
5477	0	0.00000	0	29	3	11	$28,459	No	$117,349	Yes	M	z_High School	Clerical	63	Private	$6,970	10	Minivan	no	$0	0	Yes	0	9	Highly Urban/ Urban
5478	0	0.00000	0	41	0	11	$48,022	No	$0	z_No	z_F	Masters	Home Maker	40	Private	$11,050	11	z_SUV	no	$0	0	No	0	18	Highly Urban/ Urban
5479	0	0.00000	0	40	2	14	$51,583	No	$188,787	Yes	z_F	Bachelors	Clerical	51	Private	$29,330	1	z_SUV	no	$3,755	2	No	0	13	Highly Urban/ Urban
5482	0	0.00000	0	46	0	11	$52,543	No	$219,675	Yes	M	z_High School	Manager	33	Commercial	$18,450	4	Van	no	$5,393	1	No	0	1	Highly Urban/ Urban
5483	1	60846.53042	1	36	2	12	$131,090	Yes	$360,638	z_No	M	Bachelors	z_Blue Collar	29	Commercial	$32,430	1	Panel Truck	yes	$6,514	4	No	9	9	Highly Urban/ Urban
5485	0	0.00000	0	42	0	13	$22,743	No	$114,624	Yes	z_F	<High School	z_Blue Collar	12	Private	$17,270	6	z_SUV	no	$7,340	1	No	5	1	Highly Urban/ Urban
5486	0	0.00000	0	40	1	11	$46,224	No	$160,527	Yes	M	z_High School	z_Blue Collar	43	Commercial	$5,500	5	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
5487	0	0.00000	0	52	0	10	$58,780	No	$0	z_No	M	Bachelors	z_Blue Collar	45	Commercial	$12,580	4	Minivan	yes	$1,971	3	No	0	5	Highly Urban/ Urban
5488	1	5125.00000	1	44	2	8	$42,408	Yes		z_No	M	Bachelors	Professional	43	Commercial	$6,400	13	Pickup	yes	$0	0	No	1	9	Highly Urban/ Urban
5489	0	0.00000	0	52	0	12	$68,471	No	$256,802	Yes	M	Masters		11	Commercial	$22,140	5	Van	yes	$0	0	No	0	13	Highly Urban/ Urban
5490	0	0.00000	0	31	3	0	$0	Yes	$0	z_No	z_F	Bachelors	Home Maker	23	Private	$14,140	3	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
5491	0	0.00000	0	57	2	14	$8,254	No	$0	Yes	z_F	z_High School	Student	79	Commercial	$1,500	10	z_SUV	no	$28,137	3	No	3	1	z_Highly Rural/ Rural
5492	1	6799.00000	0	39	0	7	$23,551	No	$0	z_No	M	z_High School	Clerical	39	Commercial	$9,200	10	Pickup	yes	$6,632	3	No	4	1	Highly Urban/ Urban
5493	1	4613.00000	0	51	0	NA	$94,160	No	$310,037	z_No	M	<High School	z_Blue Collar	31	Private	$6,600	1	Pickup	no	$8,136	2	No	0	5	Highly Urban/ Urban
5496	1	3068.91466	0	29	1	0	$0	Yes	$0	z_No	z_F	z_High School	Student	40	Commercial	$9,370	10	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
5498	0	0.00000	0	49	0	9	$65,884	No	$0	z_No	z_F	Bachelors	z_Blue Collar	30	Commercial	$10,240	1	z_SUV	no	$2,144	3	No	3	15	Highly Urban/ Urban
5500	0	0.00000	0	42	0	11	$74,223	No	$0	z_No	M	Bachelors	z_Blue Collar	5	Commercial	$13,120	1	Minivan	yes	$35,061	2	Yes	2	10	Highly Urban/ Urban
5501	0	0.00000	0	37	0	10	$91,613	No	$286,674	z_No	M	Bachelors	z_Blue Collar	57	Commercial	$14,360	7	Minivan	yes	$0	0	No	0	13	z_Highly Rural/ Rural
5502	0	0.00000	0	52	0	13	$4,857	No	$100,327	Yes	z_F	z_High School	Home Maker	42	Private	$7,190	1	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
5503	1	26243.50780	0	50	1	15	$61,138	No	$198,569	Yes	M	Masters	Lawyer	16	Private	$36,330	1	Minivan	no	$0	0	No	1	1	Highly Urban/ Urban
5504	1	7680.00000	0	34	0	NA	$39,752	No	$148,049	z_No	M	Bachelors	z_Blue Collar	40	Commercial	$21,510	4	Van	no	$6,025	3	No	2	10	Highly Urban/ Urban
5505	0	0.00000	0	53	0	10	$53,261	No	$213,913	Yes	M	Masters	Professional	19	Private	$1,500	1	Minivan	no	$0	0	No	0	13	Highly Urban/ Urban
5506	0	0.00000	2	37	4	5	$79,846	Yes	$0	z_No	z_F	<High School	z_Blue Collar	27	Private	$13,180	14	z_SUV	no	$3,903	1	No	0	1	z_Highly Rural/ Rural
5508	0	0.00000	0	46	0	11	$99,739	No	$0	z_No	z_F	Bachelors	Manager	53	Private	$24,220	11	z_SUV	no	$4,707	2	No	0	NA	Highly Urban/ Urban
5509	0	0.00000	1	39	1	0	$0	No	$0	Yes	z_F	z_High School	Student	38	Commercial	$9,400	6	z_SUV	no	$5,436	2	No	0	1	z_Highly Rural/ Rural
5511	0	0.00000	0	50	0	12	$43,610	No	$160,173	Yes	M	Masters	Lawyer	57	Private	$14,730	3	Minivan	no	$0	0	No	2	7	Highly Urban/ Urban
5512	1	6471.00000	0	46	0	6	$77,946	No	$225,853	Yes	M	z_High School	z_Blue Collar	34	Commercial	$17,840	3	Van	yes	$4,002	1	No	1	1	Highly Urban/ Urban
5513	0	0.00000	0	56	0	10	$229,724	No	$0	z_No	z_F	PhD	Manager	61	Commercial	$42,580	14	Panel Truck	no	$0	0	No	2	23	Highly Urban/ Urban
5514	1	830.00000	0	49	0	12	$26,217	No	$0	z_No	M	Masters	Lawyer	15	Private	$12,510	6	Minivan	yes	$6,281	2	No	1	16	Highly Urban/ Urban
5518	0	0.00000	0	40	0	8	$30,926	No		Yes	z_F	Bachelors	Professional	35	Private	$8,440	1	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
5519	1	4907.00000	1	40	1	12	$159,889	No	$412,774	Yes	z_F	PhD	Doctor	10	Private	$24,870	4	Sports Car	no	$7,343	4	No	3	13	Highly Urban/ Urban
5520	1	5165.00000	0	35	0	9	$55,578	No	$173,187	Yes	z_F	z_High School	z_Blue Collar	47	Commercial	$22,230	5	Minivan	no	$0	0	No	4	5	Highly Urban/ Urban
5521	0	0.00000	0	38	0	10	$10,521	No		z_No	z_F	z_High School	Clerical	47	Private	$24,580	4	Van	no	$0	0	No	1	1	z_Highly Rural/ Rural
5522	0	0.00000	0	36	3	15	$10,705	No	$149,950	Yes	z_F	z_High School	Home Maker	24	Private	$6,330	4	z_SUV	no	$0	0	No	1	1	z_Highly Rural/ Rural
5523	1	6872.00000	0	37	0	10	$55,076	No	$245,993	Yes	M	z_High School	Clerical	23	Private	$16,400	4	Van	no	$0	0	No	1	1	Highly Urban/ Urban
5525	0	0.00000	0	31	1	11	$101,321	Yes		z_No	M	Bachelors	Professional	5	Private	$11,640	1	Minivan	yes	$0	0	No	0	11	Highly Urban/ Urban
5526	1	3542.00000	1	46	0	13	$83,790	No	$266,852	Yes	M	Bachelors	Manager	53	Private	$16,450	6	z_SUV	no	$5,105	3	No	3	10	Highly Urban/ Urban
5527	0	0.00000	0	46	0	5	$17,991	No		z_No	z_F	<High School	Student	61	Private	$17,280	1	Minivan	no	$0	0	No	0	4	z_Highly Rural/ Rural
5528	0	0.00000	0	34	2	9	$105,953	Yes	$0	z_No	z_F	Bachelors	Manager	38	Private	$31,310	1	Pickup	no	$3,622	1	No	6	NA	Highly Urban/ Urban
5529	0	0.00000	0	48	0	12	$58,438	No	$210,729	z_No	z_F	z_High School	Professional	16	Private	$25,670	1	Minivan	no	$3,963	2	No	3	8	Highly Urban/ Urban
5531	0	0.00000	0	57	0	14	$82,198	No	$322,327	Yes	z_F	PhD	Doctor	31	Private	$19,000	6	Minivan	no	$0	0	No	0	7	Highly Urban/ Urban
5532	0	0.00000	2	43	3	0	$0	No	$68,086	Yes	z_F	z_High School	Home Maker	30	Private	$5,800	1	z_SUV	no	$35,965	2	No	5	10	Highly Urban/ Urban
5533	1	6425.00000	2	58	2	16	$46,187	No	$201,756	Yes	z_F	<High School	z_Blue Collar	27	Private	$4,090	4	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
5535	0	0.00000	0	47	0	0	$0	No	$0	z_No	z_F	<High School	Student	5	Private	$6,200	11	Sports Car	no	$5,479	1	No	0	NA	Highly Urban/ Urban
5536	0	0.00000	0	59	0	NA	$1,249	No	$116,783	Yes	z_F	Bachelors	Home Maker	11	Private	$7,520	1	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
5537	0	0.00000	0	46	0	12	$47,655	No		z_No	z_F	<High School	z_Blue Collar	18	Private	$13,210	3	z_SUV	no	$0	0	No	1	8	z_Highly Rural/ Rural
5538	0	0.00000	0	47	0	0	$0	No	$134,127	Yes	M	Bachelors	Home Maker	28	Private	$5,710	6	Minivan	no	$4,036	1	No	4	13	Highly Urban/ Urban
5539	0	0.00000	0	39	0	NA	$102,903	No	$233,330	Yes	z_F	Masters	Lawyer	9	Private	$7,640	6	z_SUV	no	$3,873	3	No	1	19	Highly Urban/ Urban
5540	0	0.00000	1	59	1	17	$55,165	No	$225,948	Yes	z_F	Bachelors	Professional	34	Private	$14,050	1	z_SUV	no	$0	0	No	0	10	z_Highly Rural/ Rural
5541	1	1896.00000	1	42	1	10	$61,365	No	$152,143	Yes	z_F	Bachelors	Professional	36	Private	$14,830	10	z_SUV	no	$0	0	No	0	13	Highly Urban/ Urban
5542	0	0.00000	0	53	0	11	$83,353	No		z_No	z_F	Masters	Lawyer	21	Private	$20,220	1	Pickup	no	$4,923	1	No	0	13	Highly Urban/ Urban
5544	0	0.00000	2	39	2	13	$109,387	No	$263,198	Yes	M	Bachelors	z_Blue Collar	20	Commercial	$5,330	6	Pickup	yes	$0	0	No	0	6	z_Highly Rural/ Rural
5546	0	0.00000	0	46	0	9	$60,352	No	$246,779	Yes	M	z_High School	Clerical	51	Private	$12,140	1	Pickup	yes	$0	0	No	2	10	z_Highly Rural/ Rural
5547	0	0.00000	0	45	0	10	$79,627	No	$252,862	Yes	M	Bachelors	Manager	31	Private	$5,900	1	Pickup	no	$0	0	No	0	10	Highly Urban/ Urban
5548	0	0.00000	0	33	0	12	$40,071	No		Yes	z_F	Bachelors	Clerical	23	Private	$8,810	1	Sports Car	no	$0	0	No	1	10	Highly Urban/ Urban
5549	1	980.00000	0	29	1	10	$17,984	Yes	$0	z_No	M	z_High School	Clerical	35	Private	$13,680	7	Minivan	yes	$4,814	3	No	5	1	Highly Urban/ Urban
5550	0	0.00000	0	56	0	11	$45,762	No		Yes	M	Bachelors	Manager	23	Commercial	$19,620	1	Van	yes	$0	0	No	1	10	Highly Urban/ Urban
5551	1	3421.00000	0	40	2	14	$50,401	Yes	$149,910	z_No	z_F	z_High School	Clerical	5	Private	$1,500	6	z_SUV	no	$0	0	No	3	7	Highly Urban/ Urban
5552	0	0.00000	0	35	0	7	$17,975	No	$0	z_No	z_F	z_High School	Clerical	35	Private	$12,320	1	z_SUV	no	$7,652	1	No	4	6	Highly Urban/ Urban
5553	0	0.00000	0	34	4	8	$129,682	Yes	$0	z_No	M	Masters	Professional	42	Private	$17,870	3	Minivan	yes	$0	0	No	0	16	Highly Urban/ Urban
5554	0	0.00000	0	39	0	11	$15,430	No	$134,172	z_No	z_F	<High School	Clerical	20	Private	$6,940	9	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
5555	1	1639.00000	1	41	2	13	$111,014	Yes	$298,205	z_No	z_F	Masters	Lawyer	35	Private	$1,500	6	z_SUV	no	$20,972	2	Yes	6	17	Highly Urban/ Urban
5556	0	0.00000	0	59	0	9	$84,401	No	$291,524	Yes	z_F	PhD	Home Maker	39	Private	$15,910	1	z_SUV	no	$0	0	No	0	15	z_Highly Rural/ Rural
5557	0	0.00000	1	43	1	11	$116,360	Yes	$320,874	z_No	z_F	Masters	Lawyer	56	Private	$5,700	6	z_SUV	no	$0	0	No	0	NA	Highly Urban/ Urban
5559	1	754.51718	0	48	0	13	$54,028	No	$193,941	Yes	z_F	Bachelors	Home Maker	46	Private	$6,450	1	z_SUV	no	$2,755	2	No	0	7	Highly Urban/ Urban
5560	0	0.00000	0	49	0	13	$126,820	No	$0	z_No	z_F	PhD	Doctor	31	Private	$19,080	1	Sports Car	no	$6,563	3	No	2	12	Highly Urban/ Urban
5561	0	0.00000	0	54	0	12	$61,428	No	$248,266	Yes	M	Bachelors	z_Blue Collar	5	Commercial	$23,450	1	Minivan	yes	$0	0	No	0	8	z_Highly Rural/ Rural
5563	0	0.00000	0	36	2	12	$47,060	No	$175,052	Yes	z_F	Bachelors	Clerical	32	Private	$26,170	10	Minivan	no	$0	0	No	0	6	Highly Urban/ Urban
5564	0	0.00000	2	43	2	4	$67,546	Yes	$0	z_No	z_F	Bachelors	Professional	9	Private	$26,880	6	Minivan	no	$0	0	No	0	10	Highly Urban/ Urban
5565	1	1550.00000	0	47	0	0	$0	No	$0	z_No	z_F	<High School	Student	26	Private	$6,200	6	Sports Car	no	$0	0	No	4	1	Highly Urban/ Urban
5566	0	0.00000	0	37	2	0	$0	No	$79,301	Yes	z_F	Bachelors	Home Maker	41	Private	$1,500	1	Sports Car	no	$0	0	No	1	5	Highly Urban/ Urban
5567	1	6050.00000	0	50	0	11	$33,575	No	$175,923	Yes	M	z_High School	z_Blue Collar	44	Commercial	$12,470	1	Minivan	no	$3,707	1	Yes	0	7	Highly Urban/ Urban
5568	0	0.00000	0	52	0	0	$0	No	$105,539	z_No	z_F	Bachelors	Home Maker	70	Private	$15,070	1	z_SUV	no	$0	0	No	0	12	z_Highly Rural/ Rural
5569	0	0.00000	0	44	0	14	$148,065	No	$0	z_No	z_F	PhD	Doctor	32	Private	$24,600	1	Pickup	no	$6,276	2	No	2	13	Highly Urban/ Urban
5570	0	0.00000	0	55	0	15	$152,567	No	$450,664	Yes	M	PhD	Doctor	40	Private	$18,290	3	Van	yes	$0	0	No	0	18	Highly Urban/ Urban
5571	1	1213.00000	0	52	0	11	$38,806	No	$202,431	Yes	M	z_High School	Clerical	69	Commercial	$10,580	1	Pickup	yes	$1,552	2	No	3	10	Highly Urban/ Urban
5572	1	6052.00000	0	46	0	0	$0	No	$0	z_No	z_F	PhD	Home Maker	74	Private	$7,710	4	z_SUV	no	$0	0	No	3	NA	Highly Urban/ Urban
5574	1	2851.00000	0	21	1	0	$0	Yes	$0	z_No	z_F	z_High School	Student	14	Commercial	$9,560	4	Minivan	yes	$7,225	3	No	3	1	z_Highly Rural/ Rural
5575	0	0.00000	0	59	0	12	$74,419	No	$263,080	z_No	M	Masters	Manager	10	Commercial	$7,400	9	Pickup	no	$0	0	No	2	9	Highly Urban/ Urban
5576	0	0.00000	0	34	3	0	$0	Yes	$0	z_No	z_F	z_High School	Student	22	Commercial	$6,790	1	z_SUV	no	$6,153	3	No	2	7	Highly Urban/ Urban
5577	0	0.00000	0	43	0	13	$48,248	No	$188,049	Yes	M	Bachelors	z_Blue Collar	74	Commercial	$10,620	4	Pickup	no	$0	0	No	0	6	z_Highly Rural/ Rural
5578	0	0.00000	0	59	0	14	$43,378	No	$201,957	Yes	z_F	<High School	z_Blue Collar	31	Private	$1,500	6	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
5579	0	0.00000	0	24	2	0		Yes	$79,821	z_No	M	Bachelors	Student	45	Commercial	$14,420	10	Minivan	yes	$8,072	1	No	4	9	Highly Urban/ Urban
5580	0	0.00000	0	42	0	NA	$107,562	No	$281,386	Yes	z_F	Bachelors	Manager	36	Private	$21,600	8	z_SUV	no	$0	0	No	1	15	Highly Urban/ Urban
5582	1	2389.00000	0	53	0	13	$40,383	No	$203,659	z_No	M	Masters	Lawyer	27	Private	$10,490	1	Pickup	no	$8,424	1	No	5	11	Highly Urban/ Urban
5584	0	0.00000	0	43	0	14	$170,381	No	$0	z_No	z_F	Masters	Lawyer	32	Private	$19,190	10	Sports Car	no	$7,316	1	No	4	21	Highly Urban/ Urban
5585	0	0.00000	0	52	0	10	$91,209	No	$0	z_No	z_F	Masters	Professional	26	Private	$15,820	4	z_SUV	no	$0	0	No	1	13	z_Highly Rural/ Rural
5586	1	2982.00000	1	45	2	NA	$38,563	Yes	$0	z_No	z_F	Masters	Lawyer	6	Private	$9,860	1	Sports Car	no	$0	0	Yes	0	11	Highly Urban/ Urban
5588	0	0.00000	0	52	0	12	$143,073	No	$404,124	Yes	z_F	Bachelors	Professional	29	Private	$22,190	9	Minivan	no	$589	2	No	2	10	Highly Urban/ Urban
5590	0	0.00000	0	51	1	14	$45,174	No	$212,235	Yes	z_F	Bachelors	z_Blue Collar	26	Commercial	$33,850	10	z_SUV	no	$0	0	No	3	7	Highly Urban/ Urban
5592	0	0.00000	0	28	3	15		No	$214,775	Yes	M	<High School	Clerical	50	Commercial	$33,320	6	Panel Truck	no	$0	0	No	0	3	z_Highly Rural/ Rural
5593	1	3930.00000	0	45	2	12	$28,453	No	$126,662	Yes	M	z_High School	Clerical	30	Private	$13,730	11	Minivan	yes	$1,150	2	No	5	1	Highly Urban/ Urban
5594	1	5013.00000	0	42	0	7	$155,570	No	$0	z_No	z_F	PhD	Doctor	39	Private	$16,390	6	z_SUV	no	$4,601	3	No	0	13	Highly Urban/ Urban
5595	0	0.00000	2	45	3	14	$60,769	No	$218,782	Yes	M	Bachelors	Manager	28	Private	$8,310	11	Minivan	no	$0	0	No	3	10	Highly Urban/ Urban
5597	1	7513.00000	1	41	1	12	$60,288	No	$245,089	Yes	M	Bachelors	Professional	56	Commercial	$28,730	4	Panel Truck	yes	$0	0	No	6	NA	Highly Urban/ Urban
5598	1	6519.00000	0	31	1	13	$106,614	No	$316,309	Yes	z_F	z_High School	z_Blue Collar	21	Commercial	$15,260	7	Minivan	no	$5,318	3	Yes	2	1	Highly Urban/ Urban
5599	0	0.00000	0	53	0	10	$145,737	No	$387,144	Yes	M	PhD	Doctor	20	Private	$21,370	6	Minivan	yes	$0	0	No	2	11	Highly Urban/ Urban
5600	1	6835.00000	0	55	0	10	$40,683	No	$163,194	Yes	z_F	z_High School	z_Blue Collar	32	Commercial	$5,570	13	Sports Car	no	$0	0	No	3	9	Highly Urban/ Urban
5601	0	0.00000	0	51	0	16	$17,398	No	$165,641	Yes	M	Bachelors	Professional	28	Private	$23,720	7	Minivan	no	$0	0	No	0	14	Highly Urban/ Urban
5602	1	1961.90307	1	42	1	NA	$46,436	No	$175,019	Yes	z_F	Bachelors	Professional	37	Commercial	$25,140	4	Pickup	no	$5,795	3	No	3	14	Highly Urban/ Urban
5603	0	0.00000	0	55	0	11	$241,408	No	$0	z_No	z_F	PhD	Doctor	41	Private	$24,680	1	z_SUV	no	$0	0	No	0	17	Highly Urban/ Urban
5604	0	0.00000	1	43	2	10	$180,152	Yes	$0	z_No	z_F	PhD	Manager	53	Private	$23,820	10	Minivan	no	$0	0	No	1	16	Highly Urban/ Urban
5605	1	980.00000	0	42	1	10	$104,560	Yes	$319,400	z_No	z_F	Bachelors	Manager	13	Private	$17,500	4	z_SUV	no	$0	0	No	1	NA	Highly Urban/ Urban
5607	0	0.00000	0	28	2	8	$28,472	Yes	$0	z_No	M	z_High School	z_Blue Collar	59	Commercial	$15,920	3	Minivan	yes	$0	0	No	2	9	z_Highly Rural/ Rural
5609	0	0.00000	0	40	0	13	$53,241	No	$205,451	Yes	z_F	Masters	Lawyer	48	Private	$15,390	3	z_SUV	no	$0	0	No	0	12	Highly Urban/ Urban
5610	1	5863.00000	0	51	1	14	$23,766	No	$173,701	Yes	M	<High School	Clerical	43	Commercial	$8,980	7	Pickup	yes	$0	0	No	0	6	Highly Urban/ Urban
5613	1	2797.00000	0	63	0	11	$46,814	No		z_No	z_F	Bachelors	z_Blue Collar	29	Commercial	$24,660	1	Sports Car	no	$43,501	1	Yes	2	NA	Highly Urban/ Urban
5615	0	0.00000	0	40	0	10	$94,833	No	$0	z_No	M	z_High School	z_Blue Collar	58	Private	$14,980	6	Minivan	yes	$0	0	No	2	NA	z_Highly Rural/ Rural
5616	0	0.00000	0	46	0	11	$132,292	No	$386,835	Yes	z_F	Bachelors	Manager	43	Private	$31,010	10	Pickup	no	$0	0	No	3	1	Highly Urban/ Urban
5617	1	1494.00000	0	28	3	14		No	$201,709	Yes	M	Bachelors	Manager	56	Private	$4,300	1	Minivan	yes	$10,658	2	No	3	5	Highly Urban/ Urban
5618	0	0.00000	0	46	0	14	$51,247	No	$197,593	Yes	M	z_High School	z_Blue Collar	49	Commercial	$25,480	1	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
5619	0	0.00000	0	65	0	9	$61,059	No	$229,924	Yes	M	Masters	Lawyer	32	Private	$14,110	4	z_SUV	yes	$3,628	2	No	3	18	Highly Urban/ Urban
5621	0	0.00000	0	51	0	12	$183,316	No	$0	z_No	M	Masters		29	Commercial	$27,980	4	Panel Truck	yes	$0	0	No	0	17	z_Highly Rural/ Rural
5622	0	0.00000	0	42	0	10	$61,419	No	$196,525	Yes	M	<High School	z_Blue Collar	6	Private	$9,330	1	Pickup	no	$0	0	No	1	4	Highly Urban/ Urban
5625	0	0.00000	0	51	0	15	$7,601	No	$99,968	Yes	z_F	z_High School	Home Maker	37	Private	$27,680	1	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
5627	0	0.00000	0	43	0	11	$94,758	No	$236,020	z_No	M	Masters	Professional	46	Private	$15,280	10	Minivan	yes	$0	0	No	0	20	z_Highly Rural/ Rural
5628	0	0.00000	0	47	0	11	$40,430	No	$0	z_No	z_F	Masters	Manager	20	Private	$20,550	4	z_SUV	no	$10,848	2	No	4	16	Highly Urban/ Urban
5629	0	0.00000	0	47	0	14		No	$329,502	Yes	M	Masters	Lawyer	32	Private	$11,920	6	Minivan	yes	$0	0	No	2	1	Highly Urban/ Urban
5630	0	0.00000	0	50	0	15	$25,104	No	$110,907	Yes	z_F	<High School	z_Blue Collar	21	Private	$17,340	17	Sports Car	no	$0	0	No	1	1	Highly Urban/ Urban
5631	0	0.00000	0	55	0	14	$58,959	No	$201,607	Yes	z_F	Masters	Lawyer	8	Private	$7,000	3	z_SUV	no	$0	0	No	3	17	Highly Urban/ Urban
5632	0	0.00000	0	59	2	8	$81,111	No	$265,068	Yes	M	Masters	Lawyer	39	Private	$25,350	6	Minivan	no	$0	0	No	2	NA	Highly Urban/ Urban
5634	0	0.00000	0	45	0	8	$76,910	No	$230,941	Yes	M	z_High School	z_Blue Collar	52	Commercial	$34,200	7	Minivan	yes	$0	0	No	0	6	Highly Urban/ Urban
5636	0	0.00000	0	44	4	16	$58,069	No		Yes	M	<High School	z_Blue Collar	14	Private	$7,310	1	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
5637	0	0.00000	0	32	2	12	$27,388	Yes	$0	z_No	z_F	z_High School	Student	30	Commercial	$7,440	1	z_SUV	no	$0	0	No	0	4	Highly Urban/ Urban
5638	0	0.00000	0	67	0	15	$53,714	No	$209,432	z_No	M	Bachelors	z_Blue Collar	27	Private	$21,810	1	z_SUV	no	$2,049	1	No	0	13	z_Highly Rural/ Rural
5639	0	0.00000	0	52	0	10	$100,501	No	$0	z_No	M	Bachelors	z_Blue Collar	36	Commercial	$16,750	1	Van	yes	$0	0	No	0	10	z_Highly Rural/ Rural
5641	1	5162.00000	0	39	1	NA	$18,362	Yes	$0	z_No	M	<High School	z_Blue Collar	34	Commercial	$26,550	7	Panel Truck	no	$8,673	3	No	4	1	Highly Urban/ Urban
5642	0	0.00000	0	47	0	13	$153,802	No	$405,257	Yes	M	Masters	Lawyer	42	Private	$21,580	6	Van	yes	$0	0	No	0	14	Highly Urban/ Urban
5645	1	4904.00000	0	57	0	15	$44,108	No	$0	z_No	z_F	z_High School	Student	14	Private	$18,530	10	z_SUV	no	$2,056	2	No	0	1	Highly Urban/ Urban
5646	0	0.00000	0	38	0	9	$141,365	No	$365,297	z_No	M	Bachelors	Professional	43	Commercial	$31,140	6	Panel Truck	yes	$10,976	2	No	0	10	Highly Urban/ Urban
5647	1	5543.00000	0	39	1	0	$0	Yes		z_No	z_F	<High School	Student	18	Commercial	$5,200	14	z_SUV	no	$13,647	2	No	7	1	Highly Urban/ Urban
5648	0	0.00000	0	42	2	13	$31,988	Yes	$0	z_No	z_F	z_High School	Clerical	59	Private	$1,500	10	z_SUV	no	$0	0	Yes	1	1	z_Highly Rural/ Rural
5649	0	0.00000	0	54	0	13	$106,880	No	$287,545	Yes	z_F	Bachelors	Manager	27	Private	$32,880	1	Pickup	no	$0	0	No	0	10	Highly Urban/ Urban
5650	0	0.00000	0	44	1	15	$88,327	No	$321,329	Yes	z_F	Bachelors	Manager	22	Private	$22,060	7	z_SUV	no	$0	0	Yes	0	11	Highly Urban/ Urban
5651	0	0.00000	2	41	4	8	$6,352	No	$0	Yes	M	<High School	Student	53	Private	$12,930	13	Minivan	no	$5,513	2	No	0	1	Highly Urban/ Urban
5652	0	0.00000	0	56	0	10	$55,722	No	$243,285	Yes	M	z_High School	z_Blue Collar	21	Commercial	$23,130	4	Panel Truck	no	$0	0	No	0	1	z_Highly Rural/ Rural
5654	1	2901.00000	0	46	0	13	$147,091	No	$0	z_No	z_F	PhD		57	Commercial	$30,690	4	Pickup	no	$35,095	3	Yes	0	19	Highly Urban/ Urban
5655	0	0.00000	0	52	0	9	$65,529	No		z_No	M	Bachelors	Manager	10	Private	$20,310	1	Minivan	yes	$0	0	No	0	9	Highly Urban/ Urban
5656	0	0.00000	0	46	0	NA	$26,391	No	$0	z_No	z_F	z_High School	z_Blue Collar	15	Commercial	$6,100	16	z_SUV	no	$0	0	No	1	7	z_Highly Rural/ Rural
5657	0	0.00000	2	37	2	9	$20,050	No	$89,548	Yes	M	<High School	z_Blue Collar	35	Commercial	$7,210	10	Pickup	no	$0	0	No	3	NA	z_Highly Rural/ Rural
5658	0	0.00000	0	33	1	12	$23,514	No	$105,036	Yes	z_F	z_High School	Clerical	27	Private	$7,560	13	Sports Car	no	$0	0	No	0	7	z_Highly Rural/ Rural
5659	0	0.00000	0	49	0	7	$109,183	No	$329,560	Yes	M	Masters	Lawyer	67	Private	$19,590	10	Minivan	yes	$0	0	No	2	9	Highly Urban/ Urban
5660	0	0.00000	0	49	0	8	$54,869	No	$0	z_No	M	Masters		31	Commercial	$11,890	1	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
5661	0	0.00000	0	30	1	12	$89,216	No	$238,191	Yes	M	Bachelors	Professional	66	Commercial	$10,420	1	Pickup	yes	$0	0	No	0	2	Highly Urban/ Urban
5662	0	0.00000	0	48	0	12	$46,839	No	$0	z_No	M	z_High School	Clerical	51	Commercial	$18,670	6	Van	yes	$0	0	No	0	1	z_Highly Rural/ Rural
5665	0	0.00000	1	38	2	11	$67,347	No	$240,436	Yes	z_F	Bachelors	z_Blue Collar	79	Commercial	$30,180	10	z_SUV	no	$0	0	No	3	9	z_Highly Rural/ Rural
5666	1	16208.13796	0	60	0	NA	$0	No	$0	z_No	z_F	Masters	Home Maker	46	Private	$8,960	3	z_SUV	no	$0	0	Yes	2	10	Highly Urban/ Urban
5668	1	4435.00000	0	61	0	14	$76,875	No	$0	z_No	z_F	Masters	Lawyer	39	Private	$17,740	10	Sports Car	no	$6,587	3	No	8	1	Highly Urban/ Urban
5669	1	5812.00000	1	45	2	10	$108,151	Yes	$0	z_No	z_F	Bachelors	Manager	50	Private	$12,320	11	Minivan	no	$4,746	2	No	0	1	Highly Urban/ Urban
5670	1	3561.00000	0	51	1	18	$30,531	No	$122,736	Yes	z_F	z_High School	z_Blue Collar	48	Commercial	$15,470	1	z_SUV	no	$4,874	3	No	5	1	Highly Urban/ Urban
5672	0	0.00000	0	33	3	8	$52,705	No	$160,953	Yes	z_F	z_High School	z_Blue Collar	11	Commercial	$22,640	3	Sports Car	no	$6,153	1	No	5	1	z_Highly Rural/ Rural
5674	0	0.00000	0	47	0	13	$59,699	No	$192,290	Yes	z_F	Bachelors	z_Blue Collar	29	Commercial	$22,690	4	Sports Car	no	$0	0	No	1	11	Highly Urban/ Urban
5675	1	7028.00000	0	47	0	5	$48,058	No	$148,046	Yes	M	Masters	Lawyer	56	Private	$19,030	6	Van	no	$0	0	No	0	18	Highly Urban/ Urban
5677	0	0.00000	0	38	0	7	$138,953	No	$0	z_No	z_F	PhD	Professional	24	Private	$19,200	9	z_SUV	no	$0	0	No	1	16	z_Highly Rural/ Rural
5679	0	0.00000	0	52	0	14	$33,255	No	$185,460	Yes	M	z_High School	Professional	33	Private	$11,180	4	Pickup	no	$0	0	No	3	1	z_Highly Rural/ Rural
5680	0	0.00000	2	45	3	7	$65,750	No	$241,791	Yes	z_F	Masters	Lawyer	5	Private	$14,980	9	z_SUV	no	$20,038	2	Yes	4	10	Highly Urban/ Urban
5681	0	0.00000	0	52	0	14	$58,454	No	$184,206	Yes	M	PhD	Doctor	26	Private	$28,900	10	Minivan	no	$0	0	No	0	17	Highly Urban/ Urban
5682	1	4155.00000	0	47	0	10	$116,767	No	$275,218	Yes	z_F	Bachelors	Manager	67	Private	$34,610	1	Minivan	no	$0	0	No	1	8	Highly Urban/ Urban
5683	0	0.00000	0	32	2	10	$47,950	No	$187,841	Yes	z_F	z_High School	z_Blue Collar	47	Private	$9,490	1	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
5684	0	0.00000	0	53	0	6	$117,644	No	$330,217	Yes	z_F	z_High School	Professional	41	Private	$23,920	10	Minivan	no	$0	0	No	2	11	Highly Urban/ Urban
5685	0	0.00000	0	51	0	17	$118,301	No	$285,597	Yes	z_F	Masters	Manager	36	Private	$20,650	1	z_SUV	no	$6,272	2	No	0	15	Highly Urban/ Urban
5686	0	0.00000	0	54	0	13	$92,513	No	$0	z_No	M	Bachelors	Manager	13	Private	$22,150	3	Minivan	no	$0	0	No	0	10	Highly Urban/ Urban
5687	1	744.00000	0	35	2	11	$55,637	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	38	Commercial	$22,780	1	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
5688	0	0.00000	0	57	0	12	$157,191	No	$404,986	Yes	z_F	z_High School	z_Blue Collar	19	Commercial	$22,920	6	Minivan	no	$0	0	No	1	1	Highly Urban/ Urban
5689	0	0.00000	0	48	0	16	$203,751	No	$504,144	Yes	z_F	PhD	Doctor	30	Private	$26,680	6	Minivan	no	$0	0	No	0	13	Highly Urban/ Urban
5690	1	5548.00000	0	51	0	12	$67,452	No	$0	z_No	z_F	z_High School	z_Blue Collar	58	Commercial	$21,600	3	Sports Car	no	$4,075	3	No	4	5	Highly Urban/ Urban
5691	0	0.00000	0	59	0	17		No	$176,811	Yes	M	<High School	Clerical	21	Private	$14,110	1	Minivan	yes	$7,245	2	No	1	6	Highly Urban/ Urban
5692	0	0.00000	0	44	1	11	$1,769	Yes	$0	z_No	z_F	z_High School	Home Maker	48	Private	$6,080	4	z_SUV	no	$11,006	2	No	1	8	Highly Urban/ Urban
5693	0	0.00000	0	47	0	14	$80,198	No	$262,212	z_No	M	Bachelors	z_Blue Collar	31	Commercial	$14,220	1	Minivan	yes	$0	0	No	0	9	Highly Urban/ Urban
5694	0	0.00000	0	35	0	11	$77,339	No	$0	z_No	z_F	z_High School	z_Blue Collar	30	Commercial	$9,230	6	Sports Car	no	$5,347	2	No	3	11	Highly Urban/ Urban
5695	0	0.00000	0	47	0	NA	$48,517	No	$220,943	Yes	z_F	<High School	Clerical	33	Private	$16,460	4	Sports Car	no	$5,976	1	No	4	1	Highly Urban/ Urban
5696	0	0.00000	0	33	1	12	$40,990	No	$151,286	Yes	z_F	z_High School	z_Blue Collar	33	Commercial	$20,280	3	Minivan	no	$26,914	2	Yes	0	1	Highly Urban/ Urban
5697	0	0.00000	1	41	2	13	$38,129	No	$158,485	Yes	z_F	<High School	Clerical	18	Private	$28,190	6	z_SUV	no	$6,789	1	No	5	1	Highly Urban/ Urban
5699	1	5568.00000	0	52	0	10		No	$0	z_No	M	Bachelors	z_Blue Collar	45	Commercial	$20,750	10	Van	yes	$0	0	Yes	1	5	Highly Urban/ Urban
5701	0	0.00000	0	38	2	14	$54,064	No	$201,418	Yes	z_F	Bachelors	Professional	7	Private	$12,220	7	Sports Car	no	$0	0	No	2	7	Highly Urban/ Urban
5702	0	0.00000	0	42	2	13	$15,840	Yes	$87,972	z_No	M	z_High School	Clerical	65	Commercial	$17,830	13	Van	no	$0	0	No	1	8	z_Highly Rural/ Rural
5703	0	0.00000	0	48	0	10	$43,283	No	$135,271	Yes	z_F	Bachelors	Clerical	42	Private	$10,630	10	z_SUV	no	$0	0	No	1	11	z_Highly Rural/ Rural
5704	0	0.00000	0	34	1	7	$45,085	Yes	$157,612	z_No	z_F	z_High School	Clerical	61	Private	$28,300	10	Minivan	no	$8,990	5	No	1	9	Highly Urban/ Urban
5707	0	0.00000	0	42	0	10	$20,882	No	$0	z_No	z_F	<High School	Clerical	17	Private	$17,140	10	z_SUV	no	$3,785	2	No	0	1	Highly Urban/ Urban
5708	1	1781.00000	2	58	3	10	$125,791	No	$371,188	Yes	z_F	Masters	Lawyer	45	Private	$14,680	9	z_SUV	no	$8,386	2	No	1	18	Highly Urban/ Urban
5709	0	0.00000	0	50	0	6	$71,511	No	$240,378	Yes	M	Masters		5	Commercial	$24,770	10	Panel Truck	yes	$0	0	No	0	23	Highly Urban/ Urban
5710	0	0.00000	0	30	2	11	$71,996	No	$220,870	Yes	z_F	Masters	Professional	21	Private	$11,700	14	z_SUV	no	$0	0	No	0	16	Highly Urban/ Urban
5713	0	0.00000	0	32	1	9		Yes	$143,531	z_No	z_F	Bachelors	z_Blue Collar	41	Commercial	$8,370	4	Minivan	no	$0	0	No	0	13	Highly Urban/ Urban
5714	1	3556.00000	0	45	2	13	$14,604	Yes	$114,676	z_No	z_F	<High School	Clerical	52	Private	$7,460	16	z_SUV	no	$9,543	3	No	9	1	Highly Urban/ Urban
5715	0	0.00000	1	44	3	0	$0	No	$0	Yes	z_F	Bachelors	Student	31	Private	$5,900	10	Sports Car	no	$1,097	2	No	0	11	Highly Urban/ Urban
5717	0	0.00000	0	41	0	7	$60,772	No	$204,764	Yes	M	Bachelors	Manager	45	Private	$22,510	10	Minivan	no	$0	0	No	2	10	Highly Urban/ Urban
5718	0	0.00000	0	57	0	11	$54,486	No		z_No	M	Masters	Lawyer	24	Private	$5,980	1	Pickup	yes	$0	0	No	0	8	Highly Urban/ Urban
5720	0	0.00000	0	54	0	8	$217,584	No	$456,526	Yes	z_F	PhD	Manager	29	Private	$31,180	11	Pickup	no	$0	0	No	2	12	Highly Urban/ Urban
5721	1	1808.00000	0	37	2	15	$42,758	No		Yes	z_F	z_High School	z_Blue Collar	24	Commercial	$9,480	10	z_SUV	no	$1,432	3	No	0	11	Highly Urban/ Urban
5722	0	0.00000	0	57	0	5	$67,997	No	$263,804	Yes	M	Bachelors	Manager	56	Private	$18,280	1	Van	yes	$0	0	No	0	7	Highly Urban/ Urban
5723	1	5349.00000	1	44	3	13	$216,412	No	$495,325	Yes	M	PhD		40	Commercial	$28,770	1	Panel Truck	no	$1,312	3	No	0	18	Highly Urban/ Urban
5724	0	0.00000	0	45	2	12	$47,343	No	$218,313	Yes	z_F	z_High School	z_Blue Collar	16	Commercial	$1,500	1	Sports Car	no	$0	0	No	2	8	z_Highly Rural/ Rural
5726	0	0.00000	0	49	0	12	$70,481	No	$251,427	Yes	z_F	Masters	Lawyer	18	Private	$39,560	4	Van	no	$0	0	Yes	0	NA	Highly Urban/ Urban
5727	0	0.00000	0	50	0	15	$121,746	No		Yes	M	Bachelors	z_Blue Collar	30	Commercial	$23,490	10	Panel Truck	yes	$3,181	1	No	0	9	Highly Urban/ Urban
5729	0	0.00000	3	45	3	6	$39,315	No	$140,422	Yes	z_F	Bachelors	Manager	27	Commercial	$28,870	1	Pickup	no	$4,792	1	No	3	3	Highly Urban/ Urban
5730	0	0.00000	0	41	3	8		Yes	$0	z_No	z_F	Bachelors	Manager	8	Private	$12,510	10	Sports Car	no	$5,439	2	No	3	NA	Highly Urban/ Urban
5731	0	0.00000	0	60	0	0	$0	No	$86,874	Yes	z_F	PhD	Home Maker	24	Private	$7,500	9	z_SUV	no	$0	0	No	0	12	z_Highly Rural/ Rural
5732	0	0.00000	0	46	0	11	$104,017	No	$0	z_No	M	Masters		13	Commercial	$21,610	1	Van	no	$28,005	3	No	6	15	Highly Urban/ Urban
5733	1	1710.00000	0	48	0	0	$0	No	$0	Yes	M	z_High School	Student	30	Commercial	$10,940	1	Pickup	yes	$0	0	No	0	12	z_Highly Rural/ Rural
5736	0	0.00000	0	52	0	14	$126,865	No	$346,249	z_No	M	Masters	Lawyer	16	Private	$14,440	1	Minivan	yes	$30,341	3	No	1	15	Highly Urban/ Urban
5737	0	0.00000	0	40	0	10	$29,499	No	$129,021	z_No	z_F	z_High School	Home Maker	23	Private	$8,450	14	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
5738	0	0.00000	0	52	0	NA	$51,669	No	$234,454	Yes	M	Bachelors	Professional	35	Private	$15,780	13	Minivan	yes	$0	0	No	2	7	Highly Urban/ Urban
5739	0	0.00000	0	52	0	15	$85,288	No	$218,202	Yes	M	Bachelors	Manager	31	Private	$17,480	1	Van	no	$0	0	No	0	1	Highly Urban/ Urban
5740	0	0.00000	1	44	3	15	$55,989	No	$153,738	Yes	M	z_High School	Clerical	46	Commercial	$7,100	3	Pickup	yes	$0	0	No	0	3	z_Highly Rural/ Rural
5741	0	0.00000	1	36	2	13		No	$143,787	Yes	M	<High School	z_Blue Collar	35	Private	$16,990	10	Minivan	no	$0	0	Yes	0	1	Highly Urban/ Urban
5742	1	865.00000	1	44	1	11	$27,052	Yes	$0	z_No	z_F	z_High School	Clerical	15	Private	$8,610	6	Sports Car	no	$4,321	3	No	8	3	Highly Urban/ Urban
5744	1	1942.00000	0	43	0	11	$40,791	No	$197,873	Yes	M	z_High School	Clerical	7	Commercial	$9,480	4	Pickup	yes	$3,507	2	No	1	1	Highly Urban/ Urban
5745	0	0.00000	0	45	4	17	$85,428	Yes	$236,050	z_No	z_F	z_High School	Student	16	Private	$7,890	6	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
5746	0	0.00000	0	49	0	11	$20,116	No	$145,781	z_No	z_F	Masters	Home Maker	54	Private	$20,900	1	Sports Car	no	$0	0	No	0	11	z_Highly Rural/ Rural
5747	0	0.00000	0	50	0	13	$144,932	No	$390,895	z_No	M	Masters	Manager	42	Private	$20,990	1	Minivan	yes	$0	0	No	0	15	Highly Urban/ Urban
5748	0	0.00000	0	32	1	15	$69,557	No	$244,291	Yes	z_F	z_High School	z_Blue Collar	47	Commercial	$11,660	1	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
5749	0	0.00000	0	42	2	12	$67,644	No	$233,085	Yes	z_F	Bachelors	z_Blue Collar	25	Commercial	$8,260	6	z_SUV	no	$6,730	3	No	6	8	Highly Urban/ Urban
5750	0	0.00000	0	31	2	12	$18,903	No	$93,797	Yes	z_F	<High School	Clerical	48	Private	$18,060	1	z_SUV	no	$0	0	No	4	7	Highly Urban/ Urban
5751	0	0.00000	0	39	0	8	$89,712	No	$0	z_No	z_F	Bachelors	Manager	54	Private	$22,810	11	z_SUV	no	$988	2	No	0	11	Highly Urban/ Urban
5752	0	0.00000	0	53	0	13	$23,847	No	$108,261	z_No	z_F	Bachelors	Manager	51	Private	$17,970	7	z_SUV	no	$0	0	No	2	14	Highly Urban/ Urban
5753	0	0.00000	1	38	3	12	$6,611	No	$122,610	Yes	M	Bachelors	Home Maker	39	Private	$11,810	10	Pickup	no	$0	0	No	0	14	z_Highly Rural/ Rural
5757	0	0.00000	0	32	0	13	$62,507	No	$175,142	z_No	z_F	Bachelors	z_Blue Collar	48	Commercial	$32,090	3	Pickup	no	$42,535	3	No	5	1	Highly Urban/ Urban
5758	0	0.00000	0	51	0	12	$30,758	No		Yes	M	<High School	z_Blue Collar	55	Private	$15,340	6	Minivan	yes	$4,868	2	No	6	5	Highly Urban/ Urban
5759	0	0.00000	0	50	0	10	$22,365	No	$131,413	Yes	z_F	z_High School	Clerical	17	Private	$6,500	11	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
5760	1	4538.00000	0	33	2	10	$93,258	No	$291,200	Yes	M	Bachelors	Professional	66	Commercial	$20,120	9	Van	no	$5,480	4	No	1	7	Highly Urban/ Urban
5761	0	0.00000	0	54	0	16	$33,472	No	$198,200	Yes	M	<High School	z_Blue Collar	29	Private	$14,150	4	Minivan	yes	$46,753	1	Yes	4	1	Highly Urban/ Urban
5762	0	0.00000	0	47	0	10	$42,991	No	$175,567	Yes	M	<High School	Clerical	10	Private	$20,720	4	Van	yes	$0	0	No	0	1	Highly Urban/ Urban
5763	0	0.00000	0	49	0	12	$100,260	No	$0	z_No	M	Bachelors	Manager	43	Commercial	$11,370	7	Pickup	yes	$2,957	1	No	5	13	Highly Urban/ Urban
5764	1	24590.73210	2	42	3	9	$65,598	No		Yes	M	Masters	Manager	35	Commercial	$5,700	1	Pickup	no	$4,332	1	No	4	10	Highly Urban/ Urban
5765	1	3649.00000	0	35	0	12		No	$223,333	z_No	M	PhD	Manager	61	Private	$13,230	6	Minivan	yes	$4,292	3	No	4	NA	Highly Urban/ Urban
5767	0	0.00000	0	41	2	13	$153,270	No	$382,564	Yes	z_F	Bachelors	z_Blue Collar	12	Commercial	$30,480	4	Pickup	no	$31,683	1	Yes	5	6	Highly Urban/ Urban
5768	0	0.00000	0	55	0	9	$60,436	No	$248,157	Yes	z_F	Bachelors	z_Blue Collar	34	Commercial	$17,300	6	Minivan	no	$0	0	No	0	9	Highly Urban/ Urban
5769	0	0.00000	0	45	0	12	$43,998	No		Yes	z_F	Masters	Manager	16	Private	$20,430	4	Pickup	no	$0	0	No	1	15	Highly Urban/ Urban
5771	0	0.00000	0	53	0	16	$90,526	No	$262,538	Yes	M	Bachelors	Professional	5	Commercial	$30,810	1	Panel Truck	no	$0	0	No	0	NA	z_Highly Rural/ Rural
5772	0	0.00000	0	36	0	9	$111,961	No	$0	z_No	M	Bachelors	z_Blue Collar	33	Commercial	$16,300	1	Van	no	$9,055	2	No	0	12	Highly Urban/ Urban
5773	0	0.00000	0	40	1	14	$64,520	Yes	$231,035	z_No	M	Masters	Lawyer	12	Private	$10,480	10	Pickup	yes	$3,295	2	No	1	14	Highly Urban/ Urban
5777	0	0.00000	0	39	1	10	$34,237	No	$108,663	Yes	z_F	Bachelors	Home Maker	57	Private	$7,730	1	Sports Car	no	$0	0	No	0	NA	Highly Urban/ Urban
5779	0	0.00000	0	52	1	14	$63,936	No	$198,077	Yes	z_F	z_High School	z_Blue Collar	34	Commercial	$27,240	10	Pickup	no	$0	0	No	2	1	Highly Urban/ Urban
5780	0	0.00000	0	30	2	14	$36,720	No	$162,538	Yes	z_F	z_High School	z_Blue Collar	46	Commercial	$13,410	4	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
5781	0	0.00000	0	36	3	0	$0	No	$111,775	Yes	z_F	<High School	Home Maker	17	Private	$5,100	6	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
5782	0	0.00000	0	46	0	11	$108,439	No	$361,875	z_No	M	PhD	Manager	23	Commercial	$28,250	13	Panel Truck	no	$5,293	3	No	0	NA	Highly Urban/ Urban
5783	1	5800.00000	0	44	0	NA	$27,222	No	$0	z_No	M	<High School	z_Blue Collar	25	Commercial	$8,620	1	Pickup	yes	$0	0	No	1	1	z_Highly Rural/ Rural
5784	0	0.00000	0	45	0	9	$63,432	No	$218,922	z_No	z_F	Bachelors	z_Blue Collar	47	Commercial	$12,340	6	z_SUV	no	$1,201	3	No	6	15	Highly Urban/ Urban
5785	0	0.00000	0	45	2	13	$170,576	No		Yes	M	Masters	Professional	42	Commercial	$30,030	8	Panel Truck	no	$7,097	1	Yes	4	NA	Highly Urban/ Urban
5788	0	0.00000	0	43	0	NA	$74,276	No		Yes	z_F	z_High School	Professional	34	Private	$12,640	6	z_SUV	no	$31,392	1	Yes	4	1	Highly Urban/ Urban
5789	0	0.00000	0	56	0	12	$37,695	No	$191,351	Yes	z_F	z_High School	Clerical	27	Private	$19,530	9	Minivan	no	$0	0	No	0	NA	Highly Urban/ Urban
5790	0	0.00000	0	26	4	12	$27,666	No	$0	Yes	z_F	z_High School	Clerical	5	Private	$20,310	9	z_SUV	no	$6,596	1	No	6	9	z_Highly Rural/ Rural
5792	0	0.00000	0	53	0	5	$183,296	No	$0	z_No	M	PhD	Manager	21	Private	$7,330	1	Minivan	yes	$5,274	1	No	0	NA	Highly Urban/ Urban
5793	0	0.00000	0	50	0	14	$31,889	No	$169,899	Yes	z_F	<High School	Clerical	24	Private	$11,050	6	z_SUV	no	$0	0	No	4	6	z_Highly Rural/ Rural
5795	1	5089.00000	0	56	0	13	$33,193	No	$149,500	Yes	M	z_High School	z_Blue Collar	40	Commercial	$11,480	4	Pickup	no	$4,196	2	No	1	1	Highly Urban/ Urban
5796	0	0.00000	1	37	1	10	$65,715	No	$240,441	Yes	z_F	z_High School	z_Blue Collar	32	Commercial	$11,770	4	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
5797	1	6931.00000	1	53	1	0	$0	No		Yes	z_F	<High School	Student	8	Private	$1,700	7	Sports Car	no	$4,543	2	No	4	1	Highly Urban/ Urban
5798	0	0.00000	0	38	1	10	$91,424	Yes	$247,423	z_No	z_F	Bachelors	Professional	27	Private	$14,440	1	z_SUV	no	$0	0	Yes	1	8	Highly Urban/ Urban
5799	0	0.00000	0	44	0	12	$55,241	No	$205,177	z_No	M	z_High School	z_Blue Collar	40	Commercial	$14,200	1	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
5800	0	0.00000	0	51	0	15	$37,174	No		Yes	M	Bachelors	z_Blue Collar	26	Commercial	$19,260	5	Van	no	$0	0	No	5	1	Highly Urban/ Urban
5801	0	0.00000	0	49	0	12	$120,694	No	$342,407	z_No	M	Masters	Lawyer	38	Private	$13,800	3	Minivan	no	$0	0	No	0	19	Highly Urban/ Urban
5802	0	0.00000	0	41	0	14	$66,405	No	$222,434	Yes	z_F	Bachelors	Professional	33	Commercial	$25,420	4	Pickup	no	$0	0	No	0	16	Highly Urban/ Urban
5805	0	0.00000	0	55	0	14	$91,610	No	$296,001	Yes	M	z_High School	z_Blue Collar	51	Commercial	$7,000	6	Pickup	yes	$7,409	3	No	3	8	Highly Urban/ Urban
5806	1	5871.00000	0	49	0	8	$39,490	No	$175,057	z_No	z_F	z_High School	Professional	61	Private	$5,450	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
5807	0	0.00000	0	56	0	0	$0	No	$0	z_No	z_F	z_High School	Student	33	Commercial	$7,100	11	Sports Car	no	$0	0	No	0	8	z_Highly Rural/ Rural
5809	0	0.00000	0	48	0	13	$166,907	No	$450,605	z_No	z_F	Masters	Lawyer	24	Private	$22,990	1	Minivan	no	$0	0	No	2	7	Highly Urban/ Urban
5811	1	52063.35408	0	39	0	NA		No	$212,190	Yes	M	Bachelors	Clerical	15	Commercial	$22,120	4	Van	yes	$654	3	No	3	11	Highly Urban/ Urban
5812	0	0.00000	0	50	0	3	$87,332	No	$265,923	Yes	M	Bachelors	z_Blue Collar	49	Commercial	$24,060	6	Panel Truck	no	$0	0	No	1	11	z_Highly Rural/ Rural
5814	0	0.00000	0	36	1	10	$89,509	No	$265,394	Yes	M	Bachelors	Professional	29	Private	$30,180	1	Minivan	no	$5,288	3	No	6	12	Highly Urban/ Urban
5815	0	0.00000	0	41	0	15	$32,437	No	$140,264	Yes	M	Bachelors	z_Blue Collar	37	Commercial	$19,820	10	Minivan	yes	$7,501	1	No	3	12	Highly Urban/ Urban
5816	0	0.00000	0	38	2	14	$137,075	No		Yes	z_F	Masters	Manager	34	Private	$17,010	1	z_SUV	no	$0	0	Yes	0	16	Highly Urban/ Urban
5817	1	5803.00000	1	38	1	13	$7,443	No		Yes	M	<High School	Student	21	Commercial	$6,040	4	Pickup	yes	$0	0	No	1	1	Highly Urban/ Urban
5818	1	3779.00000	0	47	0	NA	$82,992	No	$231,457	Yes	z_F	Masters	Manager	47	Private	$9,800	1	z_SUV	no	$38,649	3	No	7	1	Highly Urban/ Urban
5819	1	1361.23722	0	50	0	11	$68,517	No	$0	z_No	M	Masters		52	Commercial	$26,290	6	Panel Truck	yes	$0	0	No	0	12	Highly Urban/ Urban
5820	0	0.00000	0	50	0	NA	$157,531	No	$0	z_No	z_F	Masters	Lawyer	56	Private	$35,550	7	Minivan	no	$4,156	4	No	6	17	Highly Urban/ Urban
5821	1	16652.05905	0	35	0	9	$26,048	No	$0	z_No	M	z_High School	Clerical	42	Commercial	$28,370	4	Panel Truck	yes	$0	0	No	3	1	Highly Urban/ Urban
5822	1	1050.00000	0	35	1	6	$17,972	No	$109,056	Yes	M	<High School	Clerical	35	Private	$14,050	7	Minivan	yes	$6,890	3	No	4	1	Highly Urban/ Urban
5823	0	0.00000	0	57	0	12	$106,922	No	$285,968	z_No	M	Bachelors	Professional	57	Commercial	$23,640	1	Panel Truck	yes	$4,169	2	No	1	7	Highly Urban/ Urban
5824	1	27521.49698	0	50	0	7	$50,899	No	$0	z_No	z_F	z_High School	z_Blue Collar	55	Commercial	$11,590	10	z_SUV	no	$0	0	No	3	1	Highly Urban/ Urban
5825	1	5019.00000	0	43	0	10	$61,206	No		z_No	M	Bachelors	Manager	32	Commercial	$24,450	1	Panel Truck	yes	$4,752	1	No	2	1	Highly Urban/ Urban
5826	0	0.00000	1	39	2	13		Yes	$299,021	z_No	M	Bachelors	Manager	50	Private	$16,550	7	Minivan	yes	$9,627	2	No	4	12	Highly Urban/ Urban
5827	0	0.00000	0	42	0	12	$42,589	No	$152,629	Yes	M	z_High School	Clerical	76	Private	$10,900	6	Pickup	yes	$0	0	No	1	7	Highly Urban/ Urban
5829	0	0.00000	0	43	0	11	$91,165	No	$274,668	z_No	M	Masters	Lawyer	5	Private	$14,920	7	Minivan	no	$4,099	1	No	1	17	Highly Urban/ Urban
5830	0	0.00000	0	36	2	0	$0	No	$73,668	Yes	z_F	<High School	Home Maker	33	Private	$7,530	1	Sports Car	no	$9,895	2	No	4	3	Highly Urban/ Urban
5831	1	8446.00000	0	53	0	12	$46,979	No	$212,163	z_No	M	z_High School	z_Blue Collar	24	Commercial	$4,580	10	Minivan	yes	$5,011	2	No	1	9	Highly Urban/ Urban
5832	1	1803.93931	0	38	2	8	$47,366	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	66	Commercial	$6,240	1	z_SUV	no	$0	0	No	1	6	Highly Urban/ Urban
5833	0	0.00000	0	53	0	5		No	$0	z_No	z_F	<High School	z_Blue Collar	49	Private	$9,590	10	z_SUV	no	$40,763	3	No	2	5	Highly Urban/ Urban
5834	1	8441.00000	0	53	0	0		No	$136,780	Yes	z_F	z_High School	Home Maker	46	Private	$7,100	13	z_SUV	no	$0	0	No	1	NA	Highly Urban/ Urban
5835	0	0.00000	0	40	0	11	$24,189	No	$100,892	Yes	z_F	<High School	Clerical	14	Private	$9,510	6	Sports Car	no	$3,961	2	No	0	6	Highly Urban/ Urban
5836	1	2986.00000	0	53	0	0	$0	No	$74,945	Yes	z_F	z_High School	Home Maker	56	Private	$1,500	4	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
5837	1	5791.00000	0	45	1	10	$102,765	Yes	$0	z_No	z_F	Masters	Lawyer	43	Private	$18,150	1	Minivan	no	$5,796	2	No	0	17	Highly Urban/ Urban
5838	0	0.00000	0	32	2	14	$37,320	No	$157,137	Yes	M	z_High School	z_Blue Collar	40	Commercial	$7,600	6	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
5840	0	0.00000	0	39	1	17	$14,054	No	$98,184	Yes	z_F	<High School	Clerical	35	Private	$13,690	6	Minivan	no	$0	0	No	4	1	z_Highly Rural/ Rural
5841	1	6022.00000	0	45	0	9	$61,710	No	$255,337	Yes	M	Bachelors	Professional	34	Commercial	$9,040	6	Pickup	yes	$0	0	No	0	11	Highly Urban/ Urban
5845	0	0.00000	0	34	1	13	$37,806	No	$173,130	Yes	z_F	Bachelors	Clerical	46	Private	$4,800	6	Sports Car	no	$0	0	No	0	8	z_Highly Rural/ Rural
5846	0	0.00000	0	36	3	11	$101,575	Yes	$282,821	z_No	M	Bachelors	Professional	48	Private	$5,100	1	Minivan	yes	$2,862	3	No	1	11	Highly Urban/ Urban
5848	1	9058.56809	0	28	1	7	$21,970	Yes	$0	z_No	M	<High School	z_Blue Collar	60	Private	$7,950	10	Pickup	no	$2,004	3	No	3	6	Highly Urban/ Urban
5849	0	0.00000	1	55	1	11	$31,875	Yes	$0	z_No	M	<High School	z_Blue Collar	18	Private	$17,910	1	Minivan	yes	$41,844	3	No	1	1	Highly Urban/ Urban
5850	0	0.00000	0	50	0	10	$150,619	No	$404,945	z_No	M	Bachelors	Professional	46	Commercial	$21,680	1	Van	yes	$0	0	No	0	14	z_Highly Rural/ Rural
5852	0	0.00000	1	36	2	10	$6,528	No	$0	Yes	z_F	<High School	Home Maker	15	Private	$5,750	7	z_SUV	no	$11,290	1	No	7	3	Highly Urban/ Urban
5853	1	3591.00000	0	54	0	12	$64,423	No	$216,645	z_No	M	PhD	Doctor	20	Private	$17,350	1	Van	yes	$0	0	No	0	16	Highly Urban/ Urban
5855	1	13720.42520	0	47	0	0	$0	No	$84,486	z_No	z_F	Bachelors	Home Maker	32	Private	$8,140	10	Sports Car	no	$41,175	2	Yes	3	1	Highly Urban/ Urban
5856	0	0.00000	0	39	1	12	$129,132	Yes	$335,180	z_No	z_F	PhD	Lawyer	30	Private	$18,310	1	Minivan	no	$0	0	No	0	25	Highly Urban/ Urban
5858	1	2667.00000	0	47	0	10	$119,454	No	$0	z_No	z_F	Masters		23	Commercial	$27,530	1	Pickup	no	$0	0	Yes	0	14	Highly Urban/ Urban
5859	0	0.00000	0	62	0	13	$29,453	No	$135,076	Yes	M	Bachelors	Professional	26	Private	$17,090	22	z_SUV	no	$0	0	No	0	17	Highly Urban/ Urban
5860	0	0.00000	0	51	0	12	$62,349	No	$202,627	Yes	M	Bachelors	z_Blue Collar	38	Commercial	$12,830	4	Minivan	yes	$6,127	2	No	6	7	Highly Urban/ Urban
5861	0	0.00000	0	45	2	NA	$62,808	No	$237,038	Yes	z_F	Bachelors	Manager	45	Private	$17,110	6	z_SUV	no	$1,266	3	No	1	12	Highly Urban/ Urban
5862	0	0.00000	0	62	0	15	$35,296	No	$189,767	Yes	z_F	z_High School	Manager	44	Private	$18,950	6	Sports Car	no	$4,764	2	No	8	9	Highly Urban/ Urban
5863	0	0.00000	0	40	2	10	$98,471	Yes	$309,481	z_No	z_F	Masters	Professional	40	Private	$6,460	11	z_SUV	no	$3,495	1	No	3	NA	Highly Urban/ Urban
5864	0	0.00000	0	50	0	0	$0	No	$0	z_No	z_F	<High School	Home Maker	33	Private	$9,490	1	z_SUV	no	$0	0	No	0	5	z_Highly Rural/ Rural
5865	0	0.00000	2	45	2	NA	$27,266	Yes	$0	z_No	z_F	<High School	Clerical	23	Private	$10,020	17	z_SUV	no	$5,788	2	No	1	6	Highly Urban/ Urban
5867	1	20263.71504	0	27	0	10	$25,564	No	$0	z_No	z_F	<High School	z_Blue Collar	26	Private	$9,070	6	z_SUV	no	$0	0	No	2	1	Highly Urban/ Urban
5868	0	0.00000	0	40	0	11	$54,417	No	$192,028	z_No	M	z_High School	z_Blue Collar	57	Private	$22,180	1	Minivan	yes	$0	0	No	2	7	Highly Urban/ Urban
5869	1	5487.00000	0	56	0	14	$54,286	No	$0	z_No	M	z_High School	z_Blue Collar	52	Commercial	$10,040	1	Pickup	yes	$6,216	1	No	4	NA	Highly Urban/ Urban
5870	0	0.00000	0	42	1	14	$125,243	No	$360,647	Yes	z_F	Bachelors	z_Blue Collar	52	Commercial	$30,390	6	Sports Car	no	$0	0	No	2	13	z_Highly Rural/ Rural
5871	0	0.00000	0	64	0	12	$120,539	No	$366,173	Yes	z_F	Masters	Lawyer	46	Private	$24,780	1	z_SUV	no	$0	0	No	0	17	Highly Urban/ Urban
5872	0	0.00000	0	50	0	8	$40,552	No	$163,186	Yes	M	z_High School	z_Blue Collar	5	Commercial	$9,350	1	Pickup	no	$38,792	3	No	3	NA	Highly Urban/ Urban
5873	1	1745.00000	0	52	0	13	$18,426	No	$137,473	z_No	M	<High School	Clerical	14	Private	$8,540	6	Pickup	no	$3,653	1	No	2	1	Highly Urban/ Urban
5875	0	0.00000	0	32	2	13	$21,204	No	$0	Yes	z_F	<High School	Student	10	Private	$13,450	10	Minivan	no	$0	0	No	2	1	Highly Urban/ Urban
5876	1	6639.00000	0	46	0	12	$28,996	No	$137,891	z_No	z_F	z_High School	Clerical	60	Private	$9,200	4	Minivan	no	$0	0	No	1	9	Highly Urban/ Urban
5877	0	0.00000	0	58	0	12	$181,620	No	$500,309	Yes	z_F	Masters		45	Commercial	$23,730	10	Pickup	no	$0	0	No	0	16	Highly Urban/ Urban
5878	1	5984.00000	0	36	3	19	$34,658	No	$191,264	Yes	z_F	z_High School	z_Blue Collar	25	Commercial	$8,290	6	z_SUV	no	$30,192	1	Yes	7	1	Highly Urban/ Urban
5879	0	0.00000	0	38	3	NA		Yes	$0	z_No	z_F	Bachelors	Professional	36	Commercial	$21,030	1	Pickup	no	$0	0	No	0	7	z_Highly Rural/ Rural
5880	0	0.00000	0	46	0	12	$132,651	No	$340,258	Yes	z_F	Masters	Professional	11	Private	$1,500	3	z_SUV	no	$0	0	No	1	12	Highly Urban/ Urban
5881	0	0.00000	0	43	3	15	$74,518	No	$268,680	Yes	z_F	<High School	z_Blue Collar	39	Private	$23,170	3	Minivan	no	$1,464	2	No	5	1	Highly Urban/ Urban
5882	0	0.00000	0	33	1	15	$17,686	No	$92,707	Yes	z_F	z_High School	Clerical	19	Private	$6,570	1	z_SUV	no	$10,388	1	No	3	5	Highly Urban/ Urban
5883	0	0.00000	1	44	2	10	$39,077	No	$154,749	Yes	z_F	z_High School	Clerical	41	Private	$12,880	18	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
5884	0	0.00000	0	38	1	9	$10,631	Yes	$0	z_No	z_F	z_High School	Student	61	Private	$8,290	4	z_SUV	no	$0	0	Yes	3	6	z_Highly Rural/ Rural
5885	0	0.00000	0	45	1	15	$28,725	No		Yes	z_F	z_High School	Clerical	51	Private	$6,000	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
5887	0	0.00000	0	42	1	8	$85,664	Yes	$258,771	z_No	z_F	PhD	Doctor	18	Private	$5,700	10	Sports Car	no	$0	0	No	0	NA	Highly Urban/ Urban
5888	1	5505.00000	2	39	2	12	$46,674	Yes	$200,479	z_No	z_F	Bachelors	Professional	42	Private	$12,330	16	z_SUV	no	$652	2	No	0	NA	Highly Urban/ Urban
5889	0	0.00000	0	48	0	11	$29,702	No	$0	z_No	z_F	z_High School	z_Blue Collar	46	Commercial	$22,700	7	z_SUV	no	$0	0	No	1	8	z_Highly Rural/ Rural
5890	1	1906.59540	0	57	2	0	$0	Yes	$0	z_No	z_F	Bachelors	Home Maker	38	Private	$7,200	1	z_SUV	no	$0	0	No	1	8	Highly Urban/ Urban
5891	1	4259.00000	0	31	1	12	$33,782	Yes	$0	z_No	z_F	z_High School	Clerical	17	Private	$4,600	6	Sports Car	no	$0	0	No	0	5	Highly Urban/ Urban
5892	1	3273.51687	0	18	0	0	$0	No	$0	Yes	z_F	z_High School	Home Maker	52	Private	$9,970	1	z_SUV	yes	$14,140	3	No	7	NA	Highly Urban/ Urban
5893	1	2288.00000	0	38	0	10	$44,809	No	$0	z_No	z_F	<High School	z_Blue Collar	26	Private	$9,780	6	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
5894	0	0.00000	0	43	0	13	$97,542	No	$266,417	Yes	M	Bachelors	z_Blue Collar	33	Commercial	$21,040	7	Minivan	yes	$0	0	No	2	7	Highly Urban/ Urban
5896	0	0.00000	0	53	1	10	$74,826	No	$237,354	Yes	M	z_High School	z_Blue Collar	51	Commercial	$25,900	10	Minivan	no	$0	0	No	0	NA	z_Highly Rural/ Rural
5899	1	4018.00000	0	23	3	12	$14,307	No	$119,409	Yes	M	Bachelors	Clerical	49	Private	$2,930	3	Minivan	no	$0	0	No	4	1	Highly Urban/ Urban
5901	0	0.00000	0	53	0	13	$24,992	No	$145,079	Yes	M	Bachelors	Professional	38	Private	$5,400	1	Pickup	no	$0	0	No	0	6	Highly Urban/ Urban
5903	0	0.00000	0	52	0	7	$33,560	No	$125,086	Yes	M	z_High School	Clerical	26	Commercial	$10,060	6	Pickup	yes	$24,301	1	No	0	9	Highly Urban/ Urban
5904	0	0.00000	0	39	3	0	$0	Yes	$66,702	z_No	z_F	z_High School	Home Maker	56	Private	$5,400	10	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
5905	0	0.00000	0	33	1	0	$0	No	$83,983	Yes	z_F	<High School	Home Maker	27	Private	$11,360	6	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
5906	1	4746.00000	0	32	1	9	$42,018	No	$124,856	Yes	z_F	Bachelors	Professional	12	Private	$18,600	8	z_SUV	no	$0	0	No	4	8	Highly Urban/ Urban
5907	0	0.00000	1	45	1	0	$0	No	$0	Yes	M	z_High School	Student	22	Commercial	$8,620	1	Pickup	no	$0	0	No	0	8	z_Highly Rural/ Rural
5910	1	4326.00000	0	35	2	11	$47,643	No	$150,050	Yes	z_F	z_High School	Clerical	34	Private	$5,000	6	z_SUV	no	$7,165	2	No	0	1	Highly Urban/ Urban
5911	0	0.00000	1	38	2	12	$21,852	No	$115,923	Yes	z_F	z_High School	Clerical	32	Private	$17,450	1	Minivan	no	$613	2	No	1	NA	Highly Urban/ Urban
5914	1	6346.00000	0	41	0	11	$96,813	No	$279,879	Yes	M	Bachelors	Professional	14	Commercial	$24,300	1	Panel Truck	yes	$10,764	2	No	3	7	Highly Urban/ Urban
5915	0	0.00000	0	53	0	5	$154,099	No	$0	z_No	z_F	PhD		25	Commercial	$29,330	1	Van	no	$0	0	No	0	16	Highly Urban/ Urban
5916	0	0.00000	0	45	0	0	$0	No	$70,232	Yes	z_F	z_High School	Home Maker	38	Private	$23,460	7	Minivan	no	$0	0	No	2	1	Highly Urban/ Urban
5919	0	0.00000	0	47	0	0	$0	No	$91,949	z_No	M	PhD	Home Maker	52	Private	$6,200	7	Pickup	no	$0	0	No	0	20	Highly Urban/ Urban
5920	1	2908.00000	1	41	2	14	$290,846	No	$682,634	Yes	z_F	Masters	Manager	41	Commercial	$43,280	6	Panel Truck	no	$4,422	2	No	0	18	Highly Urban/ Urban
5922	0	0.00000	0	44	1	14	$118,257	No	$320,567	Yes	z_F	Bachelors	Manager	9	Private	$5,900	11	z_SUV	no	$0	0	No	0	10	Highly Urban/ Urban
5923	1	6389.00000	0	44	0	12	$40,711	No	$128,970	Yes	M	Bachelors	Clerical	33	Private	$12,250	6	Minivan	yes	$0	0	No	0	8	Highly Urban/ Urban
5924	1	3615.00000	0	31	1	12	$31,476	Yes	$121,092	z_No	z_F	<High School	Clerical	45	Private	$7,750	10	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
5925	0	0.00000	0	54	0	13	$72,289	No	$0	z_No	M	<High School	z_Blue Collar	44	Private	$14,130	7	Minivan	yes	$39,793	2	Yes	5	1	Highly Urban/ Urban
5926	0	0.00000	0	34	3	15	$14,769	No	$104,027	Yes	z_F	<High School	Student	36	Private	$17,570	6	z_SUV	no	$0	0	No	3	1	Highly Urban/ Urban
5927	0	0.00000	0	46	0	7	$152,992	No	$366,152	Yes	M	PhD	Doctor	21	Private	$21,400	1	Minivan	no	$0	0	No	0	17	Highly Urban/ Urban
5928	1	5301.00000	0	34	4	13	$54,488	No	$216,444	Yes	z_F	z_High School	z_Blue Collar	34	Commercial	$13,360	1	z_SUV	no	$4,470	4	No	0	1	Highly Urban/ Urban
5929	1	3595.00000	0	53	0	14	$49,636	No	$158,951	Yes	M	z_High School	z_Blue Collar	23	Commercial	$8,670	10	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
5930	1	3116.00000	1	36	2	11	$43,680	No	$164,455	Yes	z_F	z_High School	z_Blue Collar	17	Commercial	$10,220	1	z_SUV	no	$6,121	2	No	0	6	Highly Urban/ Urban
5932	1	5557.86777	0	40	2	15	$74,402	No	$247,416	Yes	M	z_High School	z_Blue Collar	43	Commercial	$8,940	1	Pickup	no	$2,712	2	No	2	7	Highly Urban/ Urban
5933	0	0.00000	0	51	0	14	$24,789	No	$137,805	z_No	M	PhD	Lawyer	17	Private	$10,900	1	Minivan	no	$3,633	1	No	4	10	Highly Urban/ Urban
5934	0	0.00000	0	35	0	10	$38,370	No	$146,686	Yes	z_F	z_High School	Clerical	43	Private	$24,490	4	Minivan	no	$0	0	No	3	7	Highly Urban/ Urban
5935	0	0.00000	0	50	0	12	$4,766	No	$0	Yes	M	<High School	Student	33	Private	$6,980	6	Minivan	yes	$10,506	1	No	0	4	Highly Urban/ Urban
5936	1	5238.00000	0	22	2	13	$11,047	Yes	$0	z_No	z_F	<High School	Clerical	47	Private	$18,770	1	z_SUV	no	$6,996	1	No	0	8	Highly Urban/ Urban
5937	0	0.00000	0	61	1	11	$127,649	No	$351,274	Yes	z_F	Masters	Lawyer	41	Private	$14,260	1	Sports Car	no	$5,827	1	No	3	19	Highly Urban/ Urban
5938	0	0.00000	0	57	0	15	$20,635	No	$123,810	Yes	z_F	Bachelors	Home Maker	33	Private	$21,110	6	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
5939	0	0.00000	0	34	1	10	$14,942	No	$95,764	Yes	M	<High School	Clerical	12	Commercial	$12,030	4	Pickup	yes	$9,925	2	No	9	1	Highly Urban/ Urban
5940	0	0.00000	1	37	2	14	$25,513	No	$164,445	Yes	M	<High School	z_Blue Collar	6	Commercial	$20,890	6	Van	yes	$5,393	3	No	1	1	Highly Urban/ Urban
5941	0	0.00000	0	44	0	13	$89,627	No	$0	z_No	M	Masters	Lawyer	14	Private	$14,860	6	Minivan	yes	$0	0	No	0	17	Highly Urban/ Urban
5944	0	0.00000	0	39	0	15	$117,244	No	$326,392	Yes	z_F	Masters	Lawyer	42	Private	$17,780	13	Sports Car	no	$0	0	No	2	14	Highly Urban/ Urban
5945	0	0.00000	1	40	2	10		No	$115,256	Yes	M	Bachelors	Clerical	58	Private	$13,710	4	Minivan	yes	$0	0	No	0	1	z_Highly Rural/ Rural
5946	1	1828.00000	0	60	3	17	$35,092	No		Yes	M	Masters	Professional	54	Commercial	$20,580	11	Van	yes	$2,601	1	No	0	13	Highly Urban/ Urban
5947	0	0.00000	1	44	1	11		No	$102,166	Yes	z_F	z_High School	Clerical	22	Private	$16,880	4	z_SUV	no	$0	0	No	2	6	z_Highly Rural/ Rural
5948	0	0.00000	0	36	0	13	$69,223	No	$211,406	Yes	M	z_High School	Manager	19	Private	$15,340	10	Minivan	no	$0	0	No	2	11	Highly Urban/ Urban
5949	0	0.00000	0	51	0	12	$13,275	No	$0	z_No	z_F	z_High School	Home Maker	30	Private	$12,850	1	Minivan	no	$6,057	2	No	1	NA	Highly Urban/ Urban
5951	0	0.00000	0	49	0	14	$74,669	No	$245,513	Yes	z_F	Bachelors	Professional	40	Private	$14,390	7	z_SUV	no	$6,880	3	No	0	NA	Highly Urban/ Urban
5952	1	4634.53786	0	48	0	13	$24,713	No		Yes	z_F	<High School	Clerical	11	Commercial	$23,550	1	Pickup	no	$0	0	Yes	1	4	Highly Urban/ Urban
5953	1	1929.00000	0	37	1	11	$73,941	Yes	$265,035	z_No	z_F	Bachelors	Manager	6	Private	$5,200	10	Sports Car	no	$7,372	3	No	4	10	Highly Urban/ Urban
5955	0	0.00000	0	47	0	14		No	$0	z_No	M	PhD		56	Commercial	$26,430	1	Panel Truck	no	$50,375	1	Yes	0	12	Highly Urban/ Urban
5956	0	0.00000	0	38	0	10	$34,734	No	$138,910	Yes	M	Bachelors	Clerical	38	Commercial	$8,770	7	Pickup	yes	$0	0	No	4	14	z_Highly Rural/ Rural
5957	0	0.00000	0	39	3	14	$51,524	Yes	$0	z_No	z_F	<High School	z_Blue Collar	41	Private	$32,260	6	Van	no	$0	0	No	0	1	Highly Urban/ Urban
5958	0	0.00000	0	48	0	14	$37,854	No	$158,470	Yes	z_F	Masters	Lawyer	56	Private	$17,040	9	z_SUV	no	$1,245	3	No	6	16	Highly Urban/ Urban
5959	0	0.00000	0	41	3	17	$23,097	No	$127,612	Yes	z_F	<High School	Clerical	17	Private	$10,910	4	z_SUV	no	$6,138	2	No	6	1	Highly Urban/ Urban
5960	1	3312.00000	0	39	0	0	$0	No	$0	z_No	z_F	Bachelors	Home Maker	41	Commercial	$10,070	4	z_SUV	no	$3,855	2	No	6	14	Highly Urban/ Urban
5961	0	0.00000	0	53	0	11	$76,876	No	$231,577	Yes	M	PhD		10	Commercial	$17,030	6	Van	yes	$0	0	No	0	19	z_Highly Rural/ Rural
5962	0	0.00000	1	44	2	13	$67,373	No	$223,991	Yes	M	Bachelors	z_Blue Collar	35	Commercial	$8,780	11	Pickup	yes	$0	0	No	0	NA	Highly Urban/ Urban
5963	1	6573.00000	0	35	2	NA	$69,943	Yes	$0	z_No	M	z_High School	z_Blue Collar	5	Commercial	$11,990	1	Pickup	yes	$0	0	No	2	1	Highly Urban/ Urban
5964	0	0.00000	0	35	0	11	$88,298	No	$246,895	z_No	z_F	Bachelors	Manager	66	Private	$24,240	8	Pickup	no	$0	0	No	3	19	Highly Urban/ Urban
5965	0	0.00000	0	47	0	NA	$2,916	No	$92,800	Yes	z_F	Masters	Home Maker	62	Private	$23,720	7	Van	no	$0	0	No	2	22	z_Highly Rural/ Rural
5966	0	0.00000	0	40	1	13	$42,507	No	$146,606	Yes	z_F	z_High School	z_Blue Collar	35	Commercial	$5,500	4	z_SUV	no	$0	0	Yes	0	8	z_Highly Rural/ Rural
5967	1	4348.00000	1	39	1	12	$39,643	No	$218,195	Yes	M	Bachelors	Clerical	38	Private	$22,810	6	Minivan	no	$6,656	2	No	0	11	Highly Urban/ Urban
5968	1	3931.00000	1	39	2	11	$43,971	No	$186,086	Yes	z_F	z_High School	z_Blue Collar	52	Private	$16,540	1	Minivan	no	$0	0	No	1	1	Highly Urban/ Urban
5969	0	0.00000	0	63	0	14	$106,372	No	$344,365	Yes	M	Bachelors	z_Blue Collar	28	Commercial	$35,140	17	Pickup	yes	$3,679	1	No	0	8	Highly Urban/ Urban
5970	0	0.00000	0	45	1	13	$66,508	Yes	$0	z_No	z_F	Bachelors	Clerical	44	Private	$20,120	4	Minivan	no	$19,698	3	No	5	16	Highly Urban/ Urban
5971	0	0.00000	0	31	4	11	$33,483	No	$114,256	Yes	z_F	z_High School	Clerical	26	Private	$11,690	6	z_SUV	no	$0	0	No	5	6	z_Highly Rural/ Rural
5972	0	0.00000	0	51	0	12	$37,611	No	$153,346	Yes	z_F	z_High School	z_Blue Collar	23	Private	$1,500	4	Sports Car	no	$0	0	No	0	6	Highly Urban/ Urban
5973	0	0.00000	0	53	0	7	$98,678	No	$268,734	Yes	z_F	Bachelors	z_Blue Collar	25	Private	$11,650	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
5974	0	0.00000	0	52	0	10	$55,891	No		Yes	M	Masters	Lawyer	29	Private	$17,400	1	Van	no	$0	0	Yes	0	14	Highly Urban/ Urban
5975	0	0.00000	0	46	0	10	$82,996	No	$240,689	Yes	M	Masters	Lawyer	26	Private	$14,400	6	Minivan	yes	$0	0	Yes	0	11	Highly Urban/ Urban
5976	0	0.00000	0	49	0	12	$91,922	No	$262,101	Yes	M	Bachelors	Professional	30	Private	$15,590	1	Minivan	no	$0	0	No	1	NA	Highly Urban/ Urban
5977	0	0.00000	0	61	0	10	$106,108	No	$0	z_No	M	Masters	Manager	36	Private	$25,320	1	Pickup	yes	$0	0	No	0	16	Highly Urban/ Urban
5978	0	0.00000	0	57	0	NA	$161,208	No	$408,578	Yes	M	Masters		12	Private	$15,440	10	Minivan	no	$0	0	No	0	9	Highly Urban/ Urban
5979	0	0.00000	1	45	1	12	$67,218	No	$245,505	Yes	z_F	Masters	Lawyer	24	Private	$28,290	4	Minivan	no	$2,581	1	No	3	12	Highly Urban/ Urban
5980	1	3397.00000	0	25	2	14	$18,159	No	$87,400	Yes	M	z_High School	Clerical	55	Private	$15,360	15	Minivan	yes	$5,117	2	No	7	1	Highly Urban/ Urban
5981	1	7481.00000	0	47	0	11	$28,163	No	$126,125	z_No	z_F	<High School	Clerical	22	Private	$4,320	6	Sports Car	no	$17,368	2	Yes	0	5	Highly Urban/ Urban
5982	0	0.00000	0	38	3	16	$57,371	No	$251,268	Yes	z_F	Bachelors	Clerical	35	Private	$7,100	4	Sports Car	no	$0	0	No	1	9	z_Highly Rural/ Rural
5984	1	3666.54195	0	55	0	13	$56,227	No	$211,232	Yes	z_F	z_High School	z_Blue Collar	40	Commercial	$7,000	8	z_SUV	no	$6,552	1	No	7	1	Highly Urban/ Urban
5985	0	0.00000	0	50	0	13	$21,642	No	$0	z_No	z_F	<High School	z_Blue Collar	55	Private	$8,660	3	z_SUV	no	$0	0	No	0	5	z_Highly Rural/ Rural
5986	1	8615.00000	1	41	2	10	$119,354	No	$309,520	Yes	M	Masters		34	Commercial	$5,600	7	Pickup	yes	$38,312	2	Yes	4	18	Highly Urban/ Urban
5987	0	0.00000	0	47	0	10	$28,129	No	$162,420	Yes	z_F	z_High School	Clerical	32	Private	$11,030	13	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
5988	0	0.00000	0	47	0	11	$56,256	No	$209,158	Yes	M	z_High School	z_Blue Collar	25	Commercial	$11,830	4	Minivan	yes	$1,381	2	No	1	1	Highly Urban/ Urban
5989	1	8195.49836	0	40	0	8	$20,753	No	$165,464	z_No	z_F	z_High School	Clerical	65	Private	$8,570	1	Sports Car	no	$3,068	3	No	4	9	Highly Urban/ Urban
5990	1	1973.00000	0	48	0	0	$0	No		Yes	z_F	PhD	Home Maker	12	Private	$15,610	4	Sports Car	no	$5,316	2	No	3	14	Highly Urban/ Urban
5991	0	0.00000	0	53	0	NA	$73,849	No	$0	z_No	z_F	PhD	Doctor	24	Private	$13,350	1	Sports Car	no	$10,816	1	No	1	NA	Highly Urban/ Urban
5992	0	0.00000	0	37	0	12	$85,292	No	$227,344	Yes	M	Bachelors	Manager	32	Private	$13,730	1	Minivan	yes	$0	0	No	0	9	Highly Urban/ Urban
5993	0	0.00000	2	47	0	10	$45,023	No	$204,371	Yes	z_F	z_High School	Professional	27	Commercial	$11,440	4	Pickup	no	$0	0	No	1	7	Highly Urban/ Urban
5994	0	0.00000	1	44	2	14	$8,928	No	$61,306	Yes	z_F	z_High School	Home Maker	27	Private	$6,790	10	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
5996	0	0.00000	0	68	0	14	$50,096	No	$247,477	Yes	z_F	Masters	Lawyer	20	Private	$11,040	4	Sports Car	no	$5,209	2	No	4	13	Highly Urban/ Urban
5997	0	0.00000	0	56	0	14		No	$238,812	Yes	z_F	Bachelors	Professional	19	Private	$14,160	1	Minivan	no	$0	0	No	0	15	Highly Urban/ Urban
5998	0	0.00000	0	45	2	14		No	$162,478	Yes	z_F	Bachelors	Manager	23	Private	$19,450	13	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
5999	0	0.00000	0	50	0	13	$54,873	No	$217,398	Yes	z_F	z_High School	z_Blue Collar	44	Commercial	$16,840	10	z_SUV	no	$29,181	2	Yes	5	11	Highly Urban/ Urban
6000	0	0.00000	0	49	0	11	$97,623	No	$277,348	Yes	M	Bachelors	Professional	44	Private	$16,160	1	Minivan	no	$0	0	No	0	8	z_Highly Rural/ Rural
6001	0	0.00000	0	28	5	16	$32,509	No	$149,827	Yes	z_F	<High School	Clerical	39	Private	$21,200	11	Minivan	no	$11,240	4	Yes	0	3	Highly Urban/ Urban
6003	0	0.00000	0	32	0	12	$23,504	No	$86,581	Yes	z_F	z_High School	Clerical	11	Private	$12,770	6	Minivan	no	$0	0	No	0	7	Highly Urban/ Urban
6004	0	0.00000	0	37	1	14	$24,736	No	$125,297	Yes	z_F	z_High School	z_Blue Collar	34	Commercial	$29,620	3	Minivan	no	$0	0	No	1	1	z_Highly Rural/ Rural
6006	0	0.00000	0	52	0	13	$49,010	No	$212,621	Yes	M	Bachelors	z_Blue Collar	13	Commercial	$14,670	13	Minivan	yes	$0	0	No	0	11	Highly Urban/ Urban
6007	1	4090.00000	0	39	0	8	$52,589	No	$0	z_No	z_F	PhD		55	Commercial	$25,580	16	Pickup	no	$4,823	4	No	6	18	Highly Urban/ Urban
6008	0	0.00000	0	56	0	NA	$98,830	No	$313,286	Yes	z_F	Bachelors	Manager	28	Private	$11,380	13	Sports Car	no	$0	0	No	0	14	Highly Urban/ Urban
6010	0	0.00000	0	51	0	11	$139,745	No	$400,399	z_No	M	PhD	Doctor	12	Private	$21,220	7	Van	yes	$0	0	No	0	9	Highly Urban/ Urban
6013	1	5152.00000	0	43	0	11	$79,388	No		Yes	z_F	Bachelors	z_Blue Collar	33	Commercial	$13,740	4	Minivan	no	$0	0	No	2	6	Highly Urban/ Urban
6014	1	1381.00000	0	54	0	10	$122,773	No	$0	z_No	M	Bachelors	Professional	44	Commercial	$7,590	1	Pickup	yes	$5,517	4	No	3	7	Highly Urban/ Urban
6015	0	0.00000	0	34	1	14		No	$0	Yes	z_F	Bachelors	Student	54	Commercial	$5,720	4	z_SUV	no	$4,005	1	No	0	11	Highly Urban/ Urban
6016	0	0.00000	0	51	0	13	$68,245	No	$235,648	Yes	M	Bachelors	Professional	20	Private	$1,530	4	Minivan	no	$0	0	No	2	8	Highly Urban/ Urban
6017	0	0.00000	0	30	1	10	$18,721	Yes	$0	z_No	z_F	<High School	Clerical	9	Private	$20,650	9	z_SUV	no	$0	0	No	0	NA	z_Highly Rural/ Rural
6018	1	2097.00000	0	48	0	NA	$144,922	No	$0	z_No	M	Masters		31	Commercial	$33,290	4	Panel Truck	no	$0	0	Yes	0	20	Highly Urban/ Urban
6020	0	0.00000	2	39	2	11	$138	Yes	$0	z_No	M	<High School	Student	35	Private	$7,550	6	Pickup	yes	$0	0	No	0	1	z_Highly Rural/ Rural
6022	0	0.00000	0	59	0	15	$43,118	No	$173,745	Yes	z_F	z_High School	z_Blue Collar	22	Commercial	$25,060	1	Sports Car	no	$0	0	No	4	9	z_Highly Rural/ Rural
6023	1	10957.50430	1	41	2	13	$65,885	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	51	Commercial	$12,190	1	z_SUV	no	$0	0	Yes	4	8	Highly Urban/ Urban
6024	1	2007.00000	0	57	0	8	$38,253	No	$208,139	z_No	z_F	z_High School	Manager	37	Private	$9,690	1	z_SUV	no	$4,588	1	No	6	1	Highly Urban/ Urban
6025	1	2487.00000	2	37	2	10	$107,937	Yes	$297,539	z_No	z_F	Masters	Lawyer	35	Private	$19,130	3	z_SUV	no	$5,730	3	No	1	12	Highly Urban/ Urban
6026	0	0.00000	0	52	0	9	$22,658	No	$96,532	Yes	M	<High School	Clerical	17	Commercial	$30,450	4	Panel Truck	yes	$5,369	1	No	7	5	Highly Urban/ Urban
6027	0	0.00000	0	50	0	13	$40,854	No	$136,186	Yes	z_F	z_High School	Professional	23	Private	$12,490	10	Minivan	no	$5,928	4	No	7	1	Highly Urban/ Urban
6028	0	0.00000	0	48	0	11	$98,569	No	$271,115	Yes	M	Bachelors	z_Blue Collar	51	Commercial	$16,550	10	Van	no	$0	0	No	2	11	Highly Urban/ Urban
6030	0	0.00000	2	41	3	16	$9,836	Yes	$0	z_No	z_F	z_High School	Home Maker	40	Private	$27,910	1	z_SUV	no	$0	0	No	3	1	Highly Urban/ Urban
6031	0	0.00000	0	52	0	11	$51,446	No	$194,928	Yes	M	z_High School	Manager	19	Private	$13,330	1	Minivan	yes	$0	0	Yes	2	7	Highly Urban/ Urban
6032	1	12023.80239	0	47	0	14	$66,524	No	$0	z_No	M	Bachelors	Professional	56	Private	$12,850	3	Minivan	yes	$0	0	No	0	12	Highly Urban/ Urban
6033	0	0.00000	0	55	0	17	$74,027	No	$292,979	Yes	z_F	Masters	Lawyer	17	Private	$9,740	4	z_SUV	no	$0	0	No	0	11	Highly Urban/ Urban
6034	0	0.00000	0	50	0	12	$46,269	No	$145,691	Yes	z_F	Masters	Professional	10	Private	$19,450	4	Pickup	no	$5,109	2	No	5	21	Highly Urban/ Urban
6035	0	0.00000	0	61	0	14	$62,063	No	$233,201	Yes	z_F	Masters	Lawyer	28	Private	$14,440	13	Sports Car	no	$4,641	1	No	2	20	Highly Urban/ Urban
6039	1	5212.00000	0	53	0	11	$30,319	No	$175,890	z_No	z_F	z_High School	Professional	8	Private	$6,800	6	z_SUV	no	$0	0	No	2	1	Highly Urban/ Urban
6040	1	1869.00000	0	49	0	0	$0	No	$87,080	Yes	M	z_High School	Student	69	Commercial	$6,400	1	Pickup	yes	$5,032	3	No	7	1	Highly Urban/ Urban
6041	0	0.00000	0	55	0	9	$70,628	No	$0	z_No	M	Bachelors	Professional	51	Commercial	$18,290	6	Van	yes	$5,493	3	No	5	11	Highly Urban/ Urban
6042	0	0.00000	0	51	0	8	$57,906	No	$201,076	Yes	z_F	Bachelors	z_Blue Collar	51	Commercial	$25,780	11	Minivan	no	$10,019	2	No	5	17	Highly Urban/ Urban
6044	1	731.30384	0	51	0	11	$38,668	No	$0	z_No	M	Bachelors	Clerical	49	Private	$1,500	6	Minivan	yes	$31,344	3	Yes	2	7	z_Highly Rural/ Rural
6046	0	0.00000	0	39	0	10	$58,544	No	$215,542	z_No	z_F	Bachelors	Professional	29	Private	$26,050	13	Minivan	no	$0	0	No	4	9	z_Highly Rural/ Rural
6049	0	0.00000	1	40	3	15	$2,660	No	$0	Yes	M	<High School	Student	48	Private	$5,770	4	Pickup	yes	$0	0	No	3	6	z_Highly Rural/ Rural
6050	0	0.00000	0	37	0	15	$54,416	No	$186,564	z_No	z_F	Masters	Lawyer	55	Private	$15,800	7	z_SUV	no	$0	0	No	1	10	Highly Urban/ Urban
6051	1	4042.00000	0	44	0	13	$69,236	No	$266,489	Yes	z_F	z_High School	z_Blue Collar	38	Private	$5,800	1	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
6052	1	5441.00000	0	39	3	15	$12,854	Yes	$0	z_No	z_F	<High School	Student	25	Commercial	$12,800	11	z_SUV	no	$2,452	1	No	3	8	z_Highly Rural/ Rural
6053	0	0.00000	0	51	0	15	$68,128	No	$200,577	Yes	M	Masters	Lawyer	25	Private	$13,410	1	Minivan	no	$0	0	No	0	NA	Highly Urban/ Urban
6054	0	0.00000	0	41	0	8	$36,807	No	$0	z_No	M	<High School	z_Blue Collar	37	Commercial	$11,030	1	Pickup	no	$0	0	No	0	1	z_Highly Rural/ Rural
6055	1	6415.00000	0	40	0	0	$0	No	$0	z_No	z_F	Bachelors	Home Maker	31	Private	$7,470	15	z_SUV	no	$9,603	2	No	3	13	Highly Urban/ Urban
6056	0	0.00000	0	33	3	NA	$95,584	Yes	$265,755	z_No	z_F	Bachelors	z_Blue Collar	27	Commercial	$24,610	4	Pickup	no	$0	0	No	0	9	z_Highly Rural/ Rural
6057	0	0.00000	0	35	0	12	$78,582	No	$185,020	Yes	M	Bachelors	Manager	28	Private	$12,860	4	Minivan	yes	$0	0	No	1	6	Highly Urban/ Urban
6058	0	0.00000	0	55	0	5	$30,028	No		Yes	z_F	z_High School	Clerical	10	Private	$9,430	7	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
6059	1	3510.00000	0	56	0	0		No	$100,226	Yes	z_F	Bachelors	Home Maker	32	Private	$1,500	1	z_SUV	no	$0	0	No	1	10	Highly Urban/ Urban
6060	1	8351.00000	0	35	0	7	$64,379	No	$0	z_No	M	Bachelors	z_Blue Collar	88	Commercial	$15,030	1	Minivan	yes	$0	0	No	0	12	z_Highly Rural/ Rural
6062	1	1221.00000	0	45	0	0	$0	No	$70,067	z_No	z_F	Bachelors	Home Maker	40	Private	$6,000	1	z_SUV	no	$3,373	3	No	1	11	Highly Urban/ Urban
6065	1	3419.00000	0	33	2	14	$82,407	Yes	$0	z_No	M	z_High School	z_Blue Collar	51	Commercial	$4,600	1	Pickup	no	$1,794	2	No	0	6	Highly Urban/ Urban
6066	0	0.00000	0	48	0	12		No	$247,618	z_No	M	Bachelors	Manager	31	Private	$14,040	9	Minivan	no	$1,065	2	No	1	8	Highly Urban/ Urban
6067	1	3547.91929	1	54	1	7	$64,155	No	$221,443	Yes	z_F	Bachelors	Professional	34	Private	$13,320	10	z_SUV	no	$7,884	5	No	1	17	Highly Urban/ Urban
6072	0	0.00000	0	46	0	7	$44,358	No	$169,297	Yes	z_F	<High School	Clerical	9	Private	$10,540	1	z_SUV	no	$0	0	No	2	6	z_Highly Rural/ Rural
6073	0	0.00000	0	42	2	0	$0	Yes	$0	z_No	M	<High School	Student	49	Commercial	$24,600	1	Panel Truck	no	$48,684	1	Yes	0	7	z_Highly Rural/ Rural
6075	0	0.00000	0	48	0	12	$64,133	No	$243,575	z_No	z_F	z_High School	Professional	34	Private	$7,910	4	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
6076	1	3393.00000	2	45	2	16	$101,470	No	$321,990	Yes	z_F	Bachelors	z_Blue Collar	25	Commercial	$11,840	3	z_SUV	no	$0	0	Yes	3	11	Highly Urban/ Urban
6077	1	1791.39446	0	32	4	0	$0	No	$60,950	Yes	M	<High School	Student	36	Commercial	$9,150	10	Pickup	yes	$0	0	No	4	1	Highly Urban/ Urban
6078	1	8097.00000	0	26	1	7	$110,880	No	$282,194	Yes	z_F	Masters	Manager	29	Private	$3,900	18	z_SUV	no	$0	0	No	3	NA	Highly Urban/ Urban
6080	0	0.00000	0	49	0	10	$104,462	No	$310,893	z_No	M	Masters	Lawyer	32	Private	$25,630	1	Minivan	yes	$0	0	No	0	13	Highly Urban/ Urban
6081	0	0.00000	0	56	0	14	$142,333	No	$360,296	Yes	M	Bachelors	Professional	25	Private	$21,330	1	Minivan	no	$0	0	No	0	12	Highly Urban/ Urban
6083	0	0.00000	0	46	0	13		No	$168,933	Yes	M	Bachelors	Clerical	34	Private	$12,360	5	Minivan	no	$0	0	No	0	11	z_Highly Rural/ Rural
6084	1	2763.00000	0	37	0	13	$78,341	No	$0	z_No	M	Bachelors	Professional	47	Commercial	$10,890	4	Pickup	yes	$3,857	4	No	2	11	Highly Urban/ Urban
6085	0	0.00000	0	47	0	8	$94,054	No	$291,077	Yes	M	Bachelors	z_Blue Collar	46	Commercial	$6,200	9	Pickup	yes	$0	0	No	1	6	Highly Urban/ Urban
6086	1	6162.00000	0	64	0	14	$65,398	No	$231,176	Yes	z_F	Masters	Lawyer	53	Private	$13,810	11	Sports Car	no	$9,658	1	No	0	15	Highly Urban/ Urban
6087	0	0.00000	0	33	1	6	$28,182	No	$122,763	Yes	z_F	z_High School	Manager	40	Private	$7,840	6	z_SUV	no	$0	0	No	4	1	Highly Urban/ Urban
6089	0	0.00000	0	42	0	7	$58,460	No	$204,259	z_No	z_F	<High School	z_Blue Collar	36	Private	$20,230	17	Minivan	no	$0	0	No	1	4	z_Highly Rural/ Rural
6090	0	0.00000	0	44	2	10	$67,730	No	$242,148	Yes	z_F	<High School	z_Blue Collar	44	Private	$16,800	4	Pickup	no	$0	0	No	1	1	z_Highly Rural/ Rural
6091	1	7531.00000	0	41	0	3	$85,545	No	$0	z_No	z_F	Masters	Lawyer	36	Private	$6,000	1	Sports Car	no	$26,003	2	Yes	4	21	Highly Urban/ Urban
6092	0	0.00000	1	39	2	11	$19,785	No	$95,240	Yes	z_F	<High School	z_Blue Collar	5	Private	$26,210	10	Sports Car	no	$0	0	No	0	8	Highly Urban/ Urban
6093	0	0.00000	0	38	3	NA	$730	No	$98,248	Yes	z_F	Bachelors	Home Maker	80	Commercial	$13,830	4	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
6096	1	7563.00000	0	25	5	14	$59,896	No	$224,977	Yes	z_F	Bachelors	Clerical	30	Private	$11,780	1	z_SUV	no	$30,213	2	Yes	4	7	Highly Urban/ Urban
6097	0	0.00000	0	53	0	9	$21,267	No	$0	z_No	M	z_High School	Student	35	Commercial	$8,930	3	Minivan	yes	$0	0	No	0	1	z_Highly Rural/ Rural
6099	1	2188.00000	0	37	0	0	$0	No	$80,900	Yes	z_F	z_High School	Student	40	Commercial	$5,200	1	Sports Car	no	$6,064	1	No	0	8	Highly Urban/ Urban
6100	1	4435.00000	0	56	0	13	$231,004	No	$553,221	Yes	M	PhD	Professional	22	Commercial	$30,200	1	Panel Truck	no	$7,092	2	No	0	17	Highly Urban/ Urban
6101	0	0.00000	0	37	0	11	$45,147	No	$199,373	Yes	z_F	Masters	Manager	76	Private	$11,470	13	z_SUV	no	$23,588	1	Yes	1	17	Highly Urban/ Urban
6103	0	0.00000	0	51	0	0	$0	No	$0	Yes	M	z_High School	Student	30	Commercial	$19,480	4	Van	no	$0	0	No	0	8	z_Highly Rural/ Rural
6104	1	4041.00000	0	55	0	14	$37,523	No	$165,342	Yes	z_F	<High School	z_Blue Collar	28	Private	$10,750	1	z_SUV	no	$0	0	No	0	NA	Highly Urban/ Urban
6106	0	0.00000	0	50	0	9	$154,602	No	$0	z_No	M	Masters	Lawyer	36	Private	$6,500	7	Pickup	yes	$0	0	No	1	11	Highly Urban/ Urban
6107	0	0.00000	0	55	0	6	$48,509	No	$210,146	Yes	z_F	z_High School	z_Blue Collar	31	Commercial	$6,400	13	z_SUV	no	$9,009	2	No	1	8	Highly Urban/ Urban
6108	1	7008.00000	0	48	0	0	$0	No	$0	Yes	z_F	z_High School	Student	47	Commercial	$7,380	17	z_SUV	no	$4,969	1	No	5	10	Highly Urban/ Urban
6109	0	0.00000	0	51	0	13	$85,345	No		Yes	M	Masters		37	Commercial	$34,270	4	Panel Truck	no	$8,481	3	No	5	15	Highly Urban/ Urban
6110	0	0.00000	0	50	0	5	$28,299	No	$183,581	Yes	z_F	Bachelors	Home Maker	40	Private	$1,500	6	Sports Car	no	$0	0	No	0	11	Highly Urban/ Urban
6111	0	0.00000	0	53	0	12	$58,319	No	$206,406	z_No	M	Masters	Lawyer	13	Private	$12,630	4	Minivan	yes	$4,582	2	No	5	15	Highly Urban/ Urban
6112	0	0.00000	0	52	0	NA	$67,096	No	$0	z_No	z_F	PhD	Doctor	38	Private	$13,410	6	z_SUV	no	$0	0	No	0	15	Highly Urban/ Urban
6114	0	0.00000	0	43	0	9	$87,597	No	$244,590	Yes	z_F	Bachelors	Professional	41	Private	$12,530	3	z_SUV	no	$0	0	No	0	5	z_Highly Rural/ Rural
6115	0	0.00000	0	57	0	5	$40,864	No	$169,993	Yes	z_F	z_High School	Clerical	39	Private	$12,820	4	z_SUV	no	$0	0	No	1	1	z_Highly Rural/ Rural
6117	1	4804.00000	2	45	4	16	$65,801	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	14	Commercial	$16,070	1	z_SUV	no	$7,056	1	No	3	1	Highly Urban/ Urban
6118	0	0.00000	0	48	0	12	$212,960	No	$533,713	Yes	z_F	PhD	Doctor	13	Private	$28,530	1	Sports Car	no	$0	0	No	0	14	Highly Urban/ Urban
6119	1	3491.00000	0	35	2	NA	$66,452	Yes	$0	z_No	M	Bachelors	Manager	39	Private	$23,100	6	Minivan	yes	$0	0	No	2	9	Highly Urban/ Urban
6122	0	0.00000	0	49	0	14	$54,639	No	$0	z_No	M	<High School	Clerical	50	Private	$28,140	1	Minivan	yes	$0	0	No	0	1	z_Highly Rural/ Rural
6123	0	0.00000	0	47	0	12	$62,538	No	$242,258	z_No	z_F	Masters	Lawyer	21	Private	$20,530	1	Minivan	no	$26,544	2	Yes	1	15	Highly Urban/ Urban
6124	1	3749.32951	1	60	1	NA	$35,120	Yes	$0	z_No	M	<High School	Manager	37	Commercial	$17,700	4	Van	no	$0	0	No	1	5	Highly Urban/ Urban
6125	1	4876.00000	0	46	0	7	$37,192	No	$139,612	Yes	M	z_High School	Professional	24	Commercial	$6,100	6	Pickup	no	$0	0	No	4	1	Highly Urban/ Urban
6127	0	0.00000	0	40	0	10	$61,758	No	$0	z_No	z_F	Masters	Lawyer	45	Private	$15,220	1	z_SUV	no	$28,003	2	Yes	0	20	Highly Urban/ Urban
6128	0	0.00000	0	42	1	0	$0	Yes	$68,310	z_No	z_F	<High School	Home Maker	64	Private	$1,500	1	Sports Car	no	$0	0	No	2	6	z_Highly Rural/ Rural
6129	0	0.00000	0	41	0	8	$104,436	No	$304,883	Yes	z_F	Bachelors	Manager	5	Commercial	$26,970	9	Pickup	no	$0	0	No	4	9	Highly Urban/ Urban
6130	1	3674.00000	0	53	0	0	$0	No	$0	z_No	z_F	z_High School	Home Maker	28	Commercial	$18,070	7	Pickup	no	$20,773	3	Yes	0	NA	Highly Urban/ Urban
6131	0	0.00000	2	45	2	13	$33,464	No	$153,488	Yes	M	z_High School	Clerical	18	Private	$6,000	6	Pickup	yes	$2,883	1	No	7	1	Highly Urban/ Urban
6132	0	0.00000	0	44	0	15	$30,242	No	$160,824	Yes	M	Bachelors	Clerical	40	Private	$8,920	1	Minivan	no	$45,823	2	No	5	8	Highly Urban/ Urban
6133	0	0.00000	0	39	0	12	$33,997	No	$123,850	Yes	z_F	<High School	z_Blue Collar	8	Private	$22,520	4	Pickup	no	$0	0	No	0	6	Highly Urban/ Urban
6134	0	0.00000	0	48	0	12		No	$0	z_No	M	z_High School	Clerical	51	Private	$12,100	3	Pickup	yes	$0	0	No	0	1	z_Highly Rural/ Rural
6135	1	3172.00000	0	58	1	0	$0	Yes	$0	z_No	M	z_High School	Student	51	Private	$13,140	1	Minivan	yes	$5,696	4	No	9	1	Highly Urban/ Urban
6136	0	0.00000	0	51	0	7	$133,425	No	$361,561	Yes	z_F	PhD	Doctor	22	Private	$19,940	6	Minivan	no	$4,434	1	No	0	18	Highly Urban/ Urban
6137	0	0.00000	1	39	2	14	$30,600	No	$171,976	Yes	M	<High School	z_Blue Collar	7	Commercial	$12,760	6	Minivan	yes	$0	0	Yes	3	6	z_Highly Rural/ Rural
6138	0	0.00000	0	64	0	15	$56,744	No		Yes	z_F	Masters	Lawyer	35	Private	$8,810	13	Sports Car	no	$0	0	No	1	1	Highly Urban/ Urban
6139	0	0.00000	0	44	1	7	$109,254	Yes	$0	z_No	z_F	Bachelors	Professional	5	Private	$24,150	1	Sports Car	no	$0	0	Yes	1	14	Highly Urban/ Urban
6140	0	0.00000	0	40	0	12	$31,311	No	$153,571	z_No	M	z_High School	z_Blue Collar	12	Commercial	$8,630	1	Minivan	yes	$0	0	No	1	1	z_Highly Rural/ Rural
6141	0	0.00000	0	39	0	9	$30,394	No	$0	z_No	z_F	Bachelors	Clerical	59	Private	$8,370	1	z_SUV	no	$0	0	No	1	8	z_Highly Rural/ Rural
6142	1	15018.70253	0	52	0	11	$41,367	No	$198,177	Yes	M	z_High School	z_Blue Collar	7	Commercial	$10,840	1	Pickup	yes	$0	0	No	2	8	Highly Urban/ Urban
6143	0	0.00000	0	58	0	12	$195,415	No		Yes	z_F	PhD	Doctor	28	Private	$26,840	1	Pickup	no	$0	0	No	2	7	Highly Urban/ Urban
6146	0	0.00000	0	44	2	15	$107,278	No	$283,673	Yes	z_F	z_High School	z_Blue Collar	35	Commercial	$28,590	7	Minivan	no	$0	0	No	1	1	Highly Urban/ Urban
6147	0	0.00000	0	48	0	10	$112,684	No	$308,937	z_No	M	Masters	Lawyer	38	Private	$18,060	11	Minivan	yes	$0	0	Yes	1	12	Highly Urban/ Urban
6148	1	6059.00000	0	47	0	14	$19,527	No	$134,741	z_No	z_F	z_High School	z_Blue Collar	50	Commercial	$8,150	1	z_SUV	no	$23,275	1	Yes	2	1	Highly Urban/ Urban
6149	0	0.00000	0	47	0	10	$53,564	No	$195,598	Yes	M	z_High School	z_Blue Collar	29	Commercial	$15,420	9	Minivan	yes	$4,608	2	No	0	1	Highly Urban/ Urban
6150	0	0.00000	2	43	3	8	$60,860	No	$185,719	Yes	M	Bachelors	z_Blue Collar	40	Commercial	$18,240	10	Minivan	yes	$0	0	Yes	0	9	Highly Urban/ Urban
6151	1	1519.08385	0	38	1	9	$19,122	Yes	$0	z_No	M	z_High School	Professional	40	Commercial	$5,300	10	Pickup	yes	$0	0	Yes	0	1	Highly Urban/ Urban
6152	0	0.00000	0	69	0	18	$16,122	No	$159,132	Yes	z_F	Masters	Manager	71	Private	$24,500	1	Sports Car	no	$6,364	3	No	0	19	Highly Urban/ Urban
6154	1	5270.00000	0	27	3	NA	$0	Yes	$0	z_No	z_F	Bachelors	Student	16	Commercial	$14,900	7	z_SUV	no	$33,611	1	Yes	4	8	Highly Urban/ Urban
6155	1	1911.00000	0	49	0	0	$0	No	$0	z_No	z_F	Bachelors	Student	16	Commercial	$8,820	1	Pickup	no	$29,572	3	Yes	2	9	Highly Urban/ Urban
6157	0	0.00000	0	38	0	12	$69,618	No	$212,888	Yes	z_F	Bachelors	Professional	36	Private	$7,510	11	z_SUV	no	$0	0	No	0	13	Highly Urban/ Urban
6158	0	0.00000	0	49	0	7	$28,123	No	$110,261	Yes	z_F	<High School	Clerical	83	Private	$7,410	1	z_SUV	no	$0	0	No	0	8	z_Highly Rural/ Rural
6160	0	0.00000	0	52	0	10	$33,933	No	$156,362	Yes	M	z_High School	z_Blue Collar	25	Commercial	$11,630	6	Pickup	yes	$3,764	2	No	1	6	Highly Urban/ Urban
6161	0	0.00000	0	50	0	12	$41,656	No	$165,740	Yes	M	<High School	Clerical	26	Private	$10,670	17	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
6163	0	0.00000	0	33	1	7	$85,030	No	$290,127	Yes	z_F	Bachelors	Professional	24	Private	$23,220	4	z_SUV	no	$0	0	No	2	NA	Highly Urban/ Urban
6164	0	0.00000	0	55	0	13	$35,594	No	$166,691	z_No	z_F	Bachelors	Manager	43	Private	$19,760	3	Pickup	no	$20,437	3	No	1	7	Highly Urban/ Urban
6165	0	0.00000	0	54	0	12	$52,722	No	$0	z_No	M	z_High School	Professional	55	Private	$12,170	6	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
6166	0	0.00000	0	56	0	12	$184,068	No	$0	z_No	M	PhD		31	Commercial	$27,560	10	Panel Truck	no	$5,224	3	No	2	13	Highly Urban/ Urban
6167	0	0.00000	0	47	0	10	$42,474	No	$151,397	Yes	z_F	Masters	Professional	31	Private	$13,790	17	z_SUV	no	$0	0	No	3	19	Highly Urban/ Urban
6168	0	0.00000	0	53	0	12	$51,435	No	$0	z_No	M	z_High School	Professional	33	Commercial	$29,260	10	Panel Truck	yes	$4,099	1	No	3	1	Highly Urban/ Urban
6169	1	1756.00000	0	33	1	9	$26,177	Yes	$113,050	z_No	M	z_High School	z_Blue Collar	33	Commercial	$6,780	10	Pickup	no	$3,469	3	No	5	7	Highly Urban/ Urban
6170	1	3128.00000	0	42	1	11	$44,955	No	$161,808	Yes	M	Bachelors	Professional	30	Private	$18,790	13	Minivan	yes	$0	0	No	2	7	Highly Urban/ Urban
6171	0	0.00000	0	49	0	8	$70,135	No	$237,554	Yes	z_F	Bachelors	Manager	17	Private	$8,510	9	z_SUV	no	$0	0	No	4	10	Highly Urban/ Urban
6172	0	0.00000	0	31	1	11	$17,398	Yes	$0	z_No	z_F	z_High School	Clerical	26	Private	$8,550	6	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
6173	0	0.00000	0	55	0	7	$72,085	No	$230,667	Yes	M	Bachelors	Manager	5	Private	$20,040	6	Van	yes	$0	0	No	0	1	Highly Urban/ Urban
6174	1	5761.00000	0	47	0	14	$85,183	No	$273,069	Yes	z_F	Bachelors	Professional	40	Commercial	$34,380	7	Van	no	$6,308	2	No	2	14	Highly Urban/ Urban
6175	1	5386.00000	2	61	2	14	$36,611	No	$172,982	Yes	M	z_High School	Clerical	28	Private	$8,380	7	z_SUV	yes	$1,139	3	No	1	1	Highly Urban/ Urban
6176	0	0.00000	0	48	0	8	$113,910	No	$0	z_No	z_F	Masters	Professional	34	Private	$11,010	7	z_SUV	no	$0	0	Yes	1	15	Highly Urban/ Urban
6177	1	2051.00000	0	30	1	10	$69,357	No	$227,852	Yes	z_F	z_High School	z_Blue Collar	33	Commercial	$11,440	4	Sports Car	no	$0	0	No	0	8	Highly Urban/ Urban
6178	1	6612.00000	0	61	0	12	$179,536	No	$481,375	z_No	M	PhD	Doctor	45	Private	$7,600	1	z_SUV	no	$0	0	No	0	19	Highly Urban/ Urban
6179	0	0.00000	0	38	0	11		No	$428,605	Yes	M	PhD	Manager	49	Private	$22,280	6	Van	yes	$0	0	No	0	15	Highly Urban/ Urban
6180	0	0.00000	0	47	0	7	$97,611	No	$265,828	Yes	z_F	Bachelors	Professional	12	Private	$15,960	7	z_SUV	no	$808	1	No	0	1	Highly Urban/ Urban
6181	0	0.00000	0	32	3	13	$54,464	Yes	$197,379	z_No	z_F	Bachelors	Clerical	34	Private	$10,150	3	z_SUV	no	$6,474	3	No	0	7	Highly Urban/ Urban
6182	1	5724.00000	1	43	3	17	$32,505	No	$162,586	Yes	z_F	<High School	z_Blue Collar	29	Commercial	$3,750	6	Sports Car	no	$6,714	1	No	11	1	Highly Urban/ Urban
6183	0	0.00000	0	43	0	5	$263	No	$0	z_No	M	z_High School	Student	26	Private	$16,170	3	Minivan	yes	$42,604	1	No	0	1	Highly Urban/ Urban
6185	0	0.00000	0	50	0	16	$90,015	No	$265,405	Yes	z_F	Masters	Professional	49	Private	$15,500	10	Minivan	no	$9,082	1	No	0	15	Highly Urban/ Urban
6186	0	0.00000	0	40	2	0		Yes	$0	z_No	z_F	Bachelors	Student	70	Commercial	$5,500	4	Sports Car	no	$8,149	3	No	5	11	z_Highly Rural/ Rural
6187	0	0.00000	0	53	0	12	$58,108	No	$236,411	Yes	M	Bachelors	Professional	14	Private	$6,800	10	Pickup	yes	$0	0	No	0	13	Highly Urban/ Urban
6190	0	0.00000	0	51	0	12	$81,284	No	$231,329	Yes	M	Masters	Lawyer	26	Private	$26,860	1	Minivan	yes	$0	0	No	0	16	Highly Urban/ Urban
6192	0	0.00000	0	53	0	13	$44,405	No	$178,233	Yes	z_F	z_High School	Clerical	24	Private	$11,240	1	Sports Car	no	$29,959	3	Yes	5	5	Highly Urban/ Urban
6193	0	0.00000	3	37	4	NA		No	$0	Yes	z_F	z_High School	Student	41	Commercial	$24,380	7	z_SUV	no	$0	0	No	1	NA	z_Highly Rural/ Rural
6194	1	9945.00000	0	61	0	14	$62,706	No	$196,195	z_No	z_F	Masters	Lawyer	45	Private	$13,870	4	Sports Car	no	$8,081	1	Yes	4	12	Highly Urban/ Urban
6195	0	0.00000	0	36	0	0	$0	No	$0	Yes	M	Bachelors	Home Maker	35	Private	$1,500	4	z_SUV	no	$0	0	No	0	12	Highly Urban/ Urban
6196	1	5381.00000	1	37	2	0		No	$64,066	Yes	z_F	z_High School	Home Maker	35	Private	$5,390	1	z_SUV	no	$4,650	2	No	4	NA	Highly Urban/ Urban
6197	1	6076.00000	1	42	2	14	$34,084	No	$121,601	Yes	M	<High School	Clerical	38	Private	$4,910	1	Pickup	no	$0	0	No	1	NA	Highly Urban/ Urban
6198	1	6914.00000	0	28	3	0	$0	Yes	$0	z_No	M	Bachelors	Student	33	Commercial	$3,830	1	Minivan	yes	$4,311	1	No	0	12	Highly Urban/ Urban
6199	0	0.00000	0	41	2	15	$97,285	No	$235,369	Yes	M	Bachelors	z_Blue Collar	44	Commercial	$20,380	6	Van	no	$0	0	No	3	11	z_Highly Rural/ Rural
6200	1	2559.00000	1	45	1	12	$67,633	No	$211,342	Yes	z_F	z_High School	z_Blue Collar	29	Private	$6,000	4	Sports Car	no	$4,339	3	No	3	10	Highly Urban/ Urban
6201	0	0.00000	0	52	0	11	$137,357	No	$327,227	z_No	z_F	Masters	Lawyer	11	Private	$17,750	10	Minivan	no	$0	0	No	0	18	Highly Urban/ Urban
6202	1	2707.00000	0	51	0	12		No	$467,883	z_No	z_F	Bachelors	Professional	29	Commercial	$44,590	1	Panel Truck	no	$8,331	2	No	5	9	Highly Urban/ Urban
6203	0	0.00000	2	38	2	6	$83,053	Yes	$0	z_No	z_F	Bachelors	Manager	29	Private	$20,120	9	z_SUV	no	$5,068	2	No	3	7	Highly Urban/ Urban
6204	0	0.00000	0	35	0	9	$55,424	No	$0	z_No	z_F	<High School	z_Blue Collar	64	Private	$16,260	4	z_SUV	no	$0	0	No	0	4	Highly Urban/ Urban
6205	0	0.00000	2	44	3	12	$47,543	No	$187,957	Yes	M	z_High School	z_Blue Collar	19	Commercial	$20,380	4	Van	no	$7,039	1	No	3	1	Highly Urban/ Urban
6206	0	0.00000	0	52	1	11	$35,681	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	28	Commercial	$15,210	3	z_SUV	no	$0	0	No	1	6	Highly Urban/ Urban
6207	0	0.00000	0	54	0	16	$49,268	No	$209,157	Yes	M	Masters	Lawyer	20	Private	$20,570	10	Minivan	no	$0	0	No	5	12	Highly Urban/ Urban
6208	0	0.00000	0	37	0	12	$58,561	No	$182,367	Yes	M	Masters	Lawyer	15	Private	$5,590	7	Minivan	yes	$2,942	3	No	3	20	Highly Urban/ Urban
6209	1	4037.00000	0	61	0	14	$59,690	No	$232,227	Yes	z_F	PhD	Lawyer	44	Private	$13,570	10	Sports Car	no	$0	0	No	0	14	Highly Urban/ Urban
6210	0	0.00000	0	54	0	15	$103,598	No	$308,889	Yes	z_F	Masters	Manager	16	Private	$34,170	7	Pickup	no	$0	0	No	2	21	Highly Urban/ Urban
6212	0	0.00000	0	51	0	7	$63,265	No	$0	z_No	M	z_High School	z_Blue Collar	37	Private	$17,890	10	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
6213	1	5216.14418	0	39	0	9	$54,960	No	$215,876	Yes	M	z_High School	z_Blue Collar	5	Commercial	$10,450	4	Pickup	no	$0	0	No	2	5	Highly Urban/ Urban
6214	0	0.00000	0	49	0	11		No	$365,908	Yes	z_F	Masters	Manager	26	Private	$10,150	17	z_SUV	no	$0	0	No	0	20	Highly Urban/ Urban
6215	0	0.00000	0	49	0	11	$60,079	No	$194,764	Yes	z_F	Bachelors	Manager	33	Private	$17,310	6	Minivan	no	$0	0	No	3	5	Highly Urban/ Urban
6217	0	0.00000	0	46	0	10	$140,919	No	$365,826	Yes	z_F	Masters	Lawyer	49	Private	$22,700	13	Minivan	no	$0	0	No	2	10	z_Highly Rural/ Rural
6219	0	0.00000	0	53	0	13	$114,845	No	$351,686	Yes	z_F	Bachelors	Manager	54	Commercial	$24,930	6	Pickup	no	$0	0	Yes	0	7	Highly Urban/ Urban
6220	1	3737.00000	0	51	0	0	$0	No	$0	Yes	M	z_High School	Student	34	Commercial	$26,580	7	Panel Truck	yes	$5,921	5	No	0	1	Highly Urban/ Urban
6221	1	5139.00000	0	53	0	12	$35,168	No	$175,879	z_No	M	<High School	z_Blue Collar	41	Private	$11,250	1	Pickup	yes	$5,103	3	No	0	NA	Highly Urban/ Urban
6223	0	0.00000	0	54	0	NA	$35,638	No	$188,539	Yes	z_F	PhD	Doctor	34	Private	$12,340	1	Sports Car	no	$1,278	2	No	0	10	Highly Urban/ Urban
6224	1	3351.00000	0	54	0	6	$52,409	No	$212,452	z_No	M	Bachelors	Clerical	40	Private	$12,140	3	Pickup	yes	$1,986	4	No	2	7	Highly Urban/ Urban
6225	1	4440.00000	0	36	0	10	$39,019	No	$182,970	Yes	z_F	z_High School	Professional	46	Private	$14,420	3	z_SUV	no	$1,414	1	No	0	NA	Highly Urban/ Urban
6226	0	0.00000	0	48	0	8	$81,389	No	$247,569	Yes	z_F	Bachelors	Professional	48	Private	$14,440	10	z_SUV	no	$0	0	No	0	11	Highly Urban/ Urban
6227	0	0.00000	0	48	0	12	$118,753	No	$325,325	Yes	M	Bachelors	Professional	47	Private	$13,380	6	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
6228	0	0.00000	0	52	0	14	$94,022	No	$273,130	Yes	z_F	Masters	Lawyer	13	Private	$23,260	10	Sports Car	no	$0	0	No	4	15	Highly Urban/ Urban
6229	1	4420.00000	0	64	0	12	$12,291	No	$119,621	Yes	M	<High School	Clerical	33	Private	$15,280	1	z_SUV	no	$6,247	2	No	2	3	Highly Urban/ Urban
6230	0	0.00000	0	46	0	10	$189,106	No	$486,942	z_No	z_F	PhD	Manager	5	Private	$6,100	1	z_SUV	no	$32,969	1	Yes	1	12	Highly Urban/ Urban
6231	0	0.00000	0	32	0	14	$57,511	No	$207,946	Yes	M	Bachelors	z_Blue Collar	39	Commercial	$1,500	1	Minivan	no	$0	0	No	3	NA	z_Highly Rural/ Rural
6232	1	2829.00000	0	36	0	11	$907	No	$0	Yes	M	<High School	Student	43	Private	$8,160	1	Pickup	no	$5,386	1	No	4	5	Highly Urban/ Urban
6233	0	0.00000	1	66	3	11	$182,270	No	$438,521	Yes	z_F	PhD	Doctor	9	Private	$35,810	1	Sports Car	no	$0	0	No	1	17	Highly Urban/ Urban
6234	0	0.00000	0	40	0	10	$78,188	No	$242,904	z_No	z_F	Bachelors	z_Blue Collar	42	Commercial	$40,860	13	Pickup	no	$0	0	No	0	9	Highly Urban/ Urban
6236	0	0.00000	0	46	0	11	$56,460	No	$199,879	Yes	z_F	Bachelors	Manager	5	Commercial	$24,120	6	Pickup	no	$7,688	4	No	3	7	Highly Urban/ Urban
6237	0	0.00000	0	53	1	10	$37,172	Yes	$195,043	z_No	z_F	z_High School	z_Blue Collar	5	Commercial	$20,960	1	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
6238	0	0.00000	0	44	1	NA	$86,624	No	$276,152	Yes	z_F	Masters	Lawyer	35	Private	$18,560	4	Sports Car	no	$0	0	No	7	14	Highly Urban/ Urban
6239	0	0.00000	0	59	0	9	$98,537	No		Yes	M	PhD	Manager	5	Private	$17,780	18	Van	no	$0	0	No	0	17	Highly Urban/ Urban
6240	0	0.00000	0	33	0	12	$22,962	No	$0	z_No	M	z_High School	z_Blue Collar	27	Commercial	$25,380	6	Panel Truck	yes	$0	0	No	0	5	Highly Urban/ Urban
6241	0	0.00000	0	46	0	13	$63,903	No	$210,314	Yes	M	Bachelors	Professional	30	Commercial	$20,950	1	Van	no	$0	0	No	0	NA	z_Highly Rural/ Rural
6242	0	0.00000	0	29	0	NA	$86,159	No	$232,132	Yes	M	Bachelors	z_Blue Collar	29	Commercial	$16,250	1	Van	yes	$0	0	No	2	8	z_Highly Rural/ Rural
6243	0	0.00000	0	45	0	10	$48,344	No	$0	z_No	M	Masters		59	Commercial	$24,350	13	Panel Truck	no	$0	0	No	0	NA	Highly Urban/ Urban
6244	0	0.00000	0	55	0	6	$65,629	No	$252,950	Yes	z_F	Bachelors	z_Blue Collar	5	Commercial	$22,750	4	Minivan	no	$0	0	No	0	3	Highly Urban/ Urban
6246	0	0.00000	0	31	2	14	$137,663	No	$303,237	Yes	z_F	PhD		46	Private	$14,300	1	Minivan	no	$0	0	No	1	11	Highly Urban/ Urban
6247	0	0.00000	0	46	0	0	$0	No	$0	Yes	z_F	z_High School	Student	5	Private	$13,420	1	z_SUV	no	$0	0	Yes	2	12	Highly Urban/ Urban
6249	1	2778.00000	0	44	2	0	$0	No	$0	Yes	M	z_High School	Student	25	Private	$15,070	9	Minivan	yes	$0	0	No	2	9	z_Highly Rural/ Rural
6250	0	0.00000	0	47	0	10	$29,630	No	$137,970	z_No	M	Bachelors	Professional	27	Commercial	$20,780	6	Van	yes	$0	0	No	2	6	z_Highly Rural/ Rural
6251	0	0.00000	0	42	2	13	$118,052	Yes	$0	z_No	z_F	Masters	Lawyer	30	Private	$28,930	7	Sports Car	no	$2,568	2	No	0	14	Highly Urban/ Urban
6252	0	0.00000	0	48	0	NA	$113,910	No	$0	z_No	z_F	Masters	Professional	8	Private	$17,690	1	Minivan	no	$0	0	No	2	15	Highly Urban/ Urban
6254	0	0.00000	0	31	4	0	$0	No	$87,889	Yes	M	Masters	Home Maker	66	Private	$7,860	6	z_SUV	no	$1,105	2	No	2	15	z_Highly Rural/ Rural
6255	1	3698.00000	0	36	1	NA	$61,320	Yes	$0	z_No	z_F	Bachelors	Manager	34	Private	$11,580	4	z_SUV	no	$23,198	3	Yes	5	12	Highly Urban/ Urban
6258	0	0.00000	0	49	0	10	$57,714	No	$0	z_No	M	Bachelors	Manager	5	Commercial	$21,450	10	Van	yes	$0	0	No	5	1	Highly Urban/ Urban
6260	0	0.00000	0	47	0	NA	$25,620	No	$141,115	Yes	M	z_High School	Clerical	64	Private	$8,760	6	Minivan	yes	$0	0	No	0	10	z_Highly Rural/ Rural
6261	1	4487.00000	0	38	4	14	$40,248	No	$166,402	Yes	M	z_High School	z_Blue Collar	27	Commercial	$11,520	1	Minivan	yes	$0	0	No	1	9	Highly Urban/ Urban
6262	1	4575.00000	0	33	4	0	$0	No	$0	Yes	M	<High School	Student	5	Commercial	$8,700	4	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
6263	1	8199.00000	0	25	1	11	$3,355	Yes	$0	z_No	M	Bachelors	Student	27	Commercial	$10,060	4	Pickup	yes	$0	0	No	0	5	Highly Urban/ Urban
6264	1	7108.00000	0	45	2	15	$35,441	No	$143,569	Yes	z_F	Masters	Lawyer	39	Private	$6,000	1	z_SUV	no	$9,611	2	No	6	15	Highly Urban/ Urban
6265	0	0.00000	0	60	0	12	$32,603	No	$0	z_No	M	PhD	Lawyer	38	Private	$12,840	1	Minivan	no	$8,294	4	No	0	15	Highly Urban/ Urban
6267	0	0.00000	0	48	0	10	$49,602	No	$196,320	Yes	M	z_High School	Clerical	10	Commercial	$17,030	13	Van	yes	$0	0	No	0	1	z_Highly Rural/ Rural
6269	0	0.00000	0	55	0	10	$20,046	No	$154,672	Yes	z_F	Masters	Manager	26	Private	$39,580	13	Minivan	no	$0	0	No	0	20	Highly Urban/ Urban
6270	0	0.00000	0	46	0	6	$182,650	No	$419,730	Yes	M	Masters		59	Commercial	$34,540	1	Panel Truck	yes	$0	0	No	0	13	Highly Urban/ Urban
6271	0	0.00000	0	40	2	NA	$44,029	No	$142,645	Yes	z_F	<High School	z_Blue Collar	5	Private	$9,900	17	z_SUV	no	$0	0	No	0	6	Highly Urban/ Urban
6272	0	0.00000	0	52	0	10	$61,988	No	$209,789	Yes	z_F	Masters	Lawyer	24	Private	$12,900	4	z_SUV	no	$0	0	No	0	23	Highly Urban/ Urban
6273	0	0.00000	0	54	0	9	$76,799	No	$0	z_No	z_F	Masters	Manager	45	Private	$20,410	6	z_SUV	no	$0	0	No	0	NA	Highly Urban/ Urban
6274	0	0.00000	0	54	0	12	$52,088	No		Yes	M	z_High School	z_Blue Collar	36	Commercial	$10,470	1	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
6276	0	0.00000	0	46	0	13	$43,220	No	$204,282	Yes	z_F	Masters	Lawyer	28	Private	$6,100	1	z_SUV	no	$2,882	1	No	4	12	Highly Urban/ Urban
6277	0	0.00000	0	56	2	14	$69,098	No	$224,600	Yes	z_F	Bachelors	Professional	21	Private	$11,800	1	z_SUV	no	$0	0	No	0	11	Highly Urban/ Urban
6278	0	0.00000	0	44	0	11	$89,782	No	$237,927	Yes	z_F	Masters	Lawyer	45	Private	$10,260	11	z_SUV	no	$0	0	No	0	12	Highly Urban/ Urban
6279	0	0.00000	0	36	2	13	$76,845	Yes	$0	z_No	z_F	z_High School	Professional	34	Private	$17,420	6	Minivan	no	$0	0	Yes	0	11	z_Highly Rural/ Rural
6281	0	0.00000	0	56	0	NA	$1,336	No	$108,929	z_No	M	Masters	Manager	18	Private	$16,140	1	Minivan	yes	$0	0	No	2	12	Highly Urban/ Urban
6282	0	0.00000	0	50	0	12	$78,100	No	$240,000	Yes	M	Masters	Lawyer	28	Private	$13,380	25	Minivan	yes	$0	0	No	0	15	Highly Urban/ Urban
6284	1	4274.00000	2	40	2	15	$40,015	Yes	$145,021	z_No	M	z_High School	z_Blue Collar	15	Commercial	$25,120	1	Panel Truck	no	$0	0	No	2	1	Highly Urban/ Urban
6285	0	0.00000	0	53	0	14	$62,405	No	$225,899	Yes	M	z_High School	Professional	39	Private	$11,400	14	Pickup	yes	$0	0	No	0	6	Highly Urban/ Urban
6286	0	0.00000	0	48	0	6	$105,356	No		Yes	M	Bachelors	Professional	55	Commercial	$16,840	6	Van	yes	$2,605	3	No	5	8	Highly Urban/ Urban
6287	0	0.00000	0	45	0	11	$86,810	No	$284,565	Yes	z_F	Bachelors	Professional	44	Private	$17,670	1	z_SUV	no	$0	0	No	1	8	Highly Urban/ Urban
6290	0	0.00000	0	34	3	NA	$30,432	Yes	$138,584	z_No	M	z_High School	Clerical	40	Commercial	$16,420	1	Van	yes	$3,367	1	No	4	1	Highly Urban/ Urban
6291	1	2953.00000	0	44	0	0	$0	No	$115,329	Yes	z_F	z_High School	Home Maker	65	Private	$5,900	1	z_SUV	no	$3,218	1	No	7	7	Highly Urban/ Urban
6292	0	0.00000	0	43	0	0	$0	No	$0	z_No	z_F	z_High School	Home Maker	20	Private	$1,620	1	z_SUV	no	$0	0	No	1	6	z_Highly Rural/ Rural
6293	0	0.00000	2	44	2	NA	$81,966	No	$249,463	Yes	z_F	Bachelors	z_Blue Collar	23	Commercial	$19,600	1	Minivan	no	$3,592	3	No	6	8	Highly Urban/ Urban
6294	0	0.00000	2	40	2	12		No	$119,431	Yes	z_F	<High School	Clerical	47	Private	$14,810	8	Minivan	no	$858	2	No	0	6	Highly Urban/ Urban
6295	0	0.00000	0	48	0	0	$0	No	$100,592	z_No	z_F	Masters	Home Maker	20	Private	$8,470	6	Sports Car	no	$21,949	2	No	0	22	Highly Urban/ Urban
6296	0	0.00000	0	36	1	13	$40,834	No	$205,130	Yes	z_F	z_High School	z_Blue Collar	48	Private	$10,080	3	Sports Car	no	$0	0	Yes	0	1	z_Highly Rural/ Rural
6297	0	0.00000	0	40	0	14	$79,282	No	$203,516	Yes	z_F	Bachelors	Professional	27	Private	$21,350	6	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
6298	0	0.00000	0	46	0	12	$38,392	No	$210,039	Yes	M	<High School	z_Blue Collar	52	Private	$9,940	4	Pickup	yes	$5,629	1	No	2	1	Highly Urban/ Urban
6299	1	5499.00000	0	39	0	11	$23,919	No	$0	z_No	z_F	<High School	Clerical	29	Private	$5,400	6	Sports Car	no	$4,031	1	No	4	6	Highly Urban/ Urban
6300	0	0.00000	0	39	2	13	$79,484	No	$239,904	Yes	z_F	Bachelors	z_Blue Collar	19	Commercial	$5,400	1	z_SUV	no	$0	0	No	2	4	z_Highly Rural/ Rural
6302	0	0.00000	0	48	0	15	$77,039	No	$0	z_No	z_F	Masters	Manager	25	Private	$9,200	6	z_SUV	no	$0	0	No	0	13	Highly Urban/ Urban
6303	0	0.00000	0	61	0	0	$0	No	$0	z_No	z_F	<High School	Student	62	Private	$16,430	6	z_SUV	no	$3,106	1	No	6	7	z_Highly Rural/ Rural
6304	0	0.00000	0	44	0	0	$0	No	$0	z_No	z_F	Masters	Home Maker	21	Private	$16,560	6	Minivan	no	$0	0	No	2	12	Highly Urban/ Urban
6305	0	0.00000	0	61	0	13	$41,349	No	$215,205	Yes	z_F	z_High School	z_Blue Collar	56	Commercial	$14,460	9	Sports Car	no	$0	0	No	0	3	z_Highly Rural/ Rural
6306	0	0.00000	0	52	0	14	$40,556	No	$190,086	Yes	M	z_High School	Clerical	30	Commercial	$11,860	1	Pickup	yes	$0	0	No	2	9	z_Highly Rural/ Rural
6307	0	0.00000	0	49	0	13	$56,868	No	$0	z_No	M	Bachelors	Professional	5	Private	$13,950	11	Minivan	yes	$0	0	No	0	11	Highly Urban/ Urban
6309	1	5626.00000	2	44	2	13	$111,701	No	$303,430	Yes	z_F	Bachelors	Manager	32	Private	$16,370	1	Sports Car	no	$4,873	2	No	1	7	Highly Urban/ Urban
6310	1	2217.00000	0	50	0	9	$71,544	No	$0	z_No	M	z_High School	z_Blue Collar	36	Commercial	$29,900	4	Panel Truck	yes	$10,768	3	No	0	9	Highly Urban/ Urban
6311	0	0.00000	0	62	0	14	$96,415	No	$290,329	Yes	M	PhD	Doctor	5	Private	$7,700	7	Minivan	yes	$0	0	No	1	19	Highly Urban/ Urban
6312	1	10209.00000	2	39	3	12	$71,304	No		Yes	z_F	Bachelors	Clerical	43	Commercial	$7,210	4	z_SUV	no	$0	0	Yes	2	9	Highly Urban/ Urban
6313	0	0.00000	0	48	0	15	$185,747	No	$449,553	Yes	z_F	PhD	Home Maker	12	Private	$40,260	4	Van	no	$0	0	No	0	20	Highly Urban/ Urban
6319	0	0.00000	0	55	0	11	$54,276	No	$190,354	Yes	M	z_High School	Manager	28	Commercial	$23,470	4	Panel Truck	yes	$0	0	No	3	11	Highly Urban/ Urban
6320	1	3585.00000	0	44	0	12	$29,914	No	$0	z_No	z_F	z_High School	z_Blue Collar	41	Commercial	$5,900	3	Sports Car	no	$0	0	No	1	1	z_Highly Rural/ Rural
6321	0	0.00000	0	50	0	13		No	$130,264	Yes	M	Bachelors	Manager	46	Private	$18,460	7	Minivan	yes	$1,226	1	No	0	6	Highly Urban/ Urban
6322	0	0.00000	0	44	2	14		No	$298,520	Yes	z_F	Bachelors	z_Blue Collar	5	Commercial	$21,790	6	Minivan	no	$0	0	No	1	1	Highly Urban/ Urban
6324	0	0.00000	0	42	1	13	$86,216	No	$272,829	Yes	M	Bachelors	Professional	46	Commercial	$4,970	4	Pickup	yes	$0	0	No	5	NA	z_Highly Rural/ Rural
6325	0	0.00000	0	57	0	14	$135,361	No	$390,682	Yes	M	Masters	Lawyer	41	Private	$15,040	4	Minivan	no	$0	0	No	1	10	z_Highly Rural/ Rural
6326	0	0.00000	0	39	0	8	$69,514	No		Yes	M	Masters	Manager	20	Private	$8,450	1	Pickup	yes	$0	0	No	1	11	Highly Urban/ Urban
6327	0	0.00000	1	42	1	9	$34,560	No	$119,626	Yes	M	<High School	Clerical	36	Private	$21,040	10	Minivan	yes	$0	0	No	2	7	Highly Urban/ Urban
6328	1	5800.00000	1	40	2	7	$82,565	Yes	$0	z_No	M	Bachelors	Professional	14	Commercial	$26,440	6	Panel Truck	yes	$3,699	3	No	0	18	Highly Urban/ Urban
6330	1	4873.00000	0	49	0	8	$3,044	No	$0	z_No	z_F	z_High School	Student	65	Private	$1,800	6	Sports Car	no	$0	0	No	4	NA	Highly Urban/ Urban
6331	0	0.00000	0	48	0	12	$47,748	No	$154,669	Yes	z_F	z_High School	Manager	45	Private	$11,070	1	z_SUV	no	$23,937	5	Yes	0	1	Highly Urban/ Urban
6332	0	0.00000	0	38	3	12	$107,958	Yes	$273,174	z_No	z_F	Bachelors	Professional	11	Private	$24,270	11	z_SUV	no	$0	0	No	1	11	Highly Urban/ Urban
6333	0	0.00000	0	39	2	12	$52,052	Yes	$0	z_No	z_F	Bachelors	Manager	42	Private	$12,690	1	z_SUV	no	$0	0	No	1	12	Highly Urban/ Urban
6334	0	0.00000	0	46	0	3	$116,668	No	$0	z_No	z_F	Masters	Professional	30	Private	$31,180	7	Pickup	no	$0	0	No	1	12	Highly Urban/ Urban
6335	0	0.00000	0	36	0	12	$30,884	No	$184,656	Yes	z_F	z_High School	Clerical	23	Private	$11,090	1	Sports Car	no	$0	0	No	3	1	z_Highly Rural/ Rural
6337	0	0.00000	0	33	1	11	$56,405	No	$137,034	Yes	z_F	z_High School	Manager	32	Private	$29,200	1	Pickup	no	$21,805	1	Yes	2	5	Highly Urban/ Urban
6338	0	0.00000	1	41	1	14	$57,073	No	$230,870	Yes	z_F	z_High School	Professional	38	Private	$18,260	4	Sports Car	no	$0	0	No	1	1	Highly Urban/ Urban
6339	0	0.00000	0	52	0	13		No	$163,285	z_No	M	<High School	z_Blue Collar	28	Private	$10,430	6	Pickup	yes	$0	0	No	0	1	z_Highly Rural/ Rural
6340	0	0.00000	0	21	2	6	$5,411	No	$0	Yes	M	<High School	Student	23	Private	$15,130	1	Minivan	no	$0	0	No	6	1	z_Highly Rural/ Rural
6342	0	0.00000	2	39	2	12	$97,598	No	$275,282	Yes	z_F	PhD	Lawyer	5	Private	$36,610	4	Van	no	$0	0	Yes	0	13	Highly Urban/ Urban
6343	1	4790.00000	0	29	1	14	$51,724	No	$148,689	Yes	M	z_High School	Professional	45	Commercial	$10,330	7	Pickup	no	$0	0	Yes	2	1	Highly Urban/ Urban
6344	1	1327.08461	1	44	1	15		No	$250,380	Yes	M	z_High School	z_Blue Collar	5	Commercial	$17,730	13	Van	no	$6,421	1	No	0	6	Highly Urban/ Urban
6345	0	0.00000	2	41	3	NA	$29,829	No	$82,793	Yes	z_F	<High School	Clerical	42	Private	$16,860	6	z_SUV	no	$0	0	No	0	5	z_Highly Rural/ Rural
6346	1	1315.00000	0	49	0	9	$82,536	No	$238,959	z_No	z_F	Masters	Lawyer	30	Private	$7,350	3	Sports Car	no	$46,105	1	Yes	2	7	Highly Urban/ Urban
6347	0	0.00000	0	46	0	7	$8,588	No	$119,058	Yes	z_F	Masters	Home Maker	58	Private	$19,600	13	Minivan	yes	$0	0	No	1	10	z_Highly Rural/ Rural
6350	1	2365.00000	0	57	0	9	$97,059	No	$311,131	Yes	z_F	z_High School	Professional	30	Private	$15,050	6	z_SUV	no	$6,713	3	No	0	1	z_Highly Rural/ Rural
6351	0	0.00000	0	46	0	13	$61,674	No	$0	z_No	M	Bachelors	Manager	16	Private	$12,270	4	Minivan	yes	$0	0	No	0	10	Highly Urban/ Urban
6352	1	5922.00000	0	50	0	10		No		Yes	M	z_High School	Clerical	38	Private	$3,630	4	Minivan	no	$3,653	1	No	6	NA	Highly Urban/ Urban
6353	1	2149.00000	0	40	1	0	$0	Yes	$0	z_No	z_F	Masters	Home Maker	32	Private	$2,750	3	z_SUV	no	$39,401	3	Yes	1	10	Highly Urban/ Urban
6354	1	3527.00000	0	33	1	13	$49,121	Yes	$222,342	z_No	M	z_High School	Professional	31	Commercial	$12,170	4	Pickup	no	$3,055	2	No	7	8	z_Highly Rural/ Rural
6355	0	0.00000	0	53	1	10	$39,923	Yes	$190,523	z_No	z_F	z_High School	z_Blue Collar	44	Commercial	$1,500	7	Sports Car	no	$3,011	2	No	3	1	Highly Urban/ Urban
6356	0	0.00000	0	35	3	12	$43,492	Yes		z_No	M	z_High School	Clerical	37	Private	$18,780	1	Van	no	$5,437	2	No	4	1	z_Highly Rural/ Rural
6357	0	0.00000	0	54	0	15	$80,297	No	$0	z_No	M	Masters		29	Commercial	$24,160	1	Panel Truck	yes	$0	0	No	2	13	Highly Urban/ Urban
6358	0	0.00000	0	48	0	12	$55,378	No	$173,998	Yes	M	z_High School	z_Blue Collar	44	Commercial	$14,610	1	Minivan	yes	$0	0	No	0	9	z_Highly Rural/ Rural
6359	1	3620.00000	0	48	0	0	$0	No	$0	z_No	z_F	Bachelors	Home Maker	24	Private	$1,500	9	Sports Car	no	$8,567	2	No	9	8	Highly Urban/ Urban
6360	0	0.00000	0	45	1	17		No	$0	Yes	z_F	z_High School	Student	32	Private	$6,530	4	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
6361	1	5563.00000	0	39	0	10	$116,247	No	$0	z_No	M	Bachelors	z_Blue Collar	25	Commercial	$21,380	1	Van	no	$0	0	No	0	8	Highly Urban/ Urban
6362	0	0.00000	0	37	2	14		Yes		z_No	z_F	Masters	Lawyer	25	Private	$7,590	4	z_SUV	no	$0	0	No	4	NA	Highly Urban/ Urban
6363	0	0.00000	0	32	1	13	$75,512	Yes	$0	z_No	z_F	z_High School	Manager	8	Private	$20,760	4	z_SUV	no	$0	0	Yes	2	6	Highly Urban/ Urban
6364	0	0.00000	0	50	0	5	$45,070	No	$171,265	Yes	z_F	<High School	z_Blue Collar	34	Private	$22,240	1	Pickup	no	$0	0	No	1	1	Highly Urban/ Urban
6366	0	0.00000	0	50	0	NA	$238,724	No	$576,824	Yes	z_F	PhD	Doctor	37	Private	$30,370	4	Minivan	no	$0	0	No	0	15	Highly Urban/ Urban
6367	1	4212.00000	0	41	0	13	$39,055	No	$173,444	Yes	M	<High School	z_Blue Collar	81	Commercial	$26,020	4	Panel Truck	no	$1,044	2	No	5	5	Highly Urban/ Urban
6368	0	0.00000	0	36	3	14	$27,012	No	$127,689	Yes	z_F	z_High School	Clerical	30	Private	$12,410	1	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
6369	0	0.00000	0	35	1	12	$67,075	No	$216,740	Yes	M	Bachelors	Manager	7	Commercial	$28,680	1	Panel Truck	no	$0	0	No	0	16	Highly Urban/ Urban
6370	1	6405.00000	0	53	0	12	$41,359	No	$182,242	Yes	M	Masters		31	Commercial	$16,850	9	Van	yes	$9,581	1	No	4	1	Highly Urban/ Urban
6371	0	0.00000	0	37	0	NA	$18,555	No	$97,618	Yes	M	z_High School	Clerical	36	Private	$45,730	6	Minivan	no	$8,270	1	No	3	7	Highly Urban/ Urban
6373	0	0.00000	0	56	0	12	$137,181	No	$392,070	Yes	z_F	Bachelors	Professional	47	Private	$40,260	4	z_SUV	no	$0	0	No	1	7	z_Highly Rural/ Rural
6374	0	0.00000	0	46	0	7	$85,559	No	$285,506	Yes	M	Bachelors	Professional	18	Private	$15,190	14	Minivan	yes	$0	0	No	2	9	z_Highly Rural/ Rural
6375	0	0.00000	0	53	0	12	$45,432	No	$182,320	Yes	M	Bachelors	Clerical	27	Private	$14,560	1	Minivan	no	$5,465	1	No	4	16	Highly Urban/ Urban
6377	0	0.00000	0	51	0	16	$133,469	No	$376,662	Yes	M	Masters		23	Private	$19,950	1	Van	yes	$0	0	No	1	13	Highly Urban/ Urban
6380	0	0.00000	0	47	0	11	$32,916	No	$0	z_No	M	<High School	Clerical	34	Private	$5,640	1	Pickup	yes	$0	0	No	0	1	z_Highly Rural/ Rural
6381	0	0.00000	0	38	0	0	$0	No	$72,864	Yes	z_F	z_High School	Home Maker	51	Private	$22,740	4	z_SUV	no	$7,171	2	No	0	9	Highly Urban/ Urban
6384	0	0.00000	0	51	0	9	$94,561	No	$250,521	z_No	M	Masters	Lawyer	24	Private	$21,710	4	Van	yes	$679	3	No	4	17	Highly Urban/ Urban
6385	0	0.00000	0	55	0	14	$37,930	No	$190,513	Yes	M	Bachelors	Manager	51	Private	$10,790	12	Pickup	no	$0	0	No	0	10	Highly Urban/ Urban
6386	1	2663.00000	0	50	0	0	$0	No	$122,287	Yes	M	<High School	Student	66	Private	$1,500	1	Minivan	yes	$0	0	No	0	1	z_Highly Rural/ Rural
6387	0	0.00000	0	39	2	12	$52,052	Yes	$0	z_No	z_F	Bachelors	Manager	31	Private	$21,980	14	z_SUV	no	$0	0	Yes	2	NA	Highly Urban/ Urban
6388	0	0.00000	0	31	1	12	$22,654	Yes	$0	z_No	z_F	<High School	z_Blue Collar	38	Private	$13,330	1	z_SUV	no	$0	0	Yes	2	6	Highly Urban/ Urban
6391	0	0.00000	0	46	0	15	$62,565	No	$188,189	Yes	M	z_High School	z_Blue Collar	35	Commercial	$14,450	7	Minivan	yes	$0	0	No	0	8	Highly Urban/ Urban
6393	1	3220.00000	0	38	1	11	$51,551	No	$177,942	Yes	z_F	Bachelors	z_Blue Collar	19	Private	$15,380	1	z_SUV	no	$5,563	3	No	3	NA	Highly Urban/ Urban
6395	0	0.00000	0	48	0	9	$72,838	No	$204,780	Yes	M	Bachelors	z_Blue Collar	49	Commercial	$13,580	1	Minivan	no	$0	0	No	1	1	z_Highly Rural/ Rural
6396	0	0.00000	0	46	0	13	$5,015	No	$105,811	Yes	M	<High School	z_Blue Collar	45	Private	$2,690	1	Minivan	yes	$0	0	No	0	8	Highly Urban/ Urban
6397	1	2546.00000	0	22	0	7	$12,301	No	$0	z_No	z_F	Bachelors	z_Blue Collar	49	Commercial	$8,770	6	Sports Car	yes	$9,232	3	No	11	14	Highly Urban/ Urban
6398	0	0.00000	0	42	0	11	$36,864	No	$104,136	Yes	z_F	z_High School	Clerical	29	Private	$5,700	6	z_SUV	no	$5,930	1	No	0	1	Highly Urban/ Urban
6399	0	0.00000	0	44	0	9	$138,442	No	$0	z_No	z_F	Masters	Lawyer	31	Private	$19,740	10	Pickup	no	$0	0	No	0	12	Highly Urban/ Urban
6400	0	0.00000	0	42	3	16	$39,636	No	$161,117	Yes	z_F	<High School	z_Blue Collar	56	Commercial	$26,550	9	Pickup	no	$0	0	No	2	5	Highly Urban/ Urban
6401	0	0.00000	0	38	0	12		No	$125,191	Yes	M	<High School	z_Blue Collar	25	Commercial	$10,250	1	Pickup	yes	$0	0	Yes	0	1	z_Highly Rural/ Rural
6403	1	1125.00000	0	55	0	10	$54,877	No	$0	z_No	M	Bachelors	Clerical	37	Commercial	$42,170	6	Panel Truck	yes	$0	0	Yes	0	8	Highly Urban/ Urban
6407	1	5423.00000	0	35	3	9	$63,364	Yes	$0	z_No	M	Masters	Professional	69	Commercial	$23,330	1	Panel Truck	yes	$0	0	No	0	16	Highly Urban/ Urban
6408	0	0.00000	0	54	0	0	$0	No	$91,744	Yes	z_F	Masters	Home Maker	23	Private	$6,900	4	Sports Car	no	$12,271	4	No	2	13	Highly Urban/ Urban
6412	0	0.00000	0	66	0	17	$102,485	No	$345,449	Yes	M	Masters	Manager	40	Private	$17,610	4	z_SUV	yes	$1,194	3	No	1	12	Highly Urban/ Urban
6413	0	0.00000	0	46	0	7	$79,249	No	$269,116	Yes	M	Bachelors	z_Blue Collar	24	Commercial	$14,020	4	Minivan	no	$0	0	No	0	12	z_Highly Rural/ Rural
6414	1	2394.00000	0	31	3	10	$26,606	Yes	$0	z_No	z_F	z_High School	Student	27	Commercial	$10,890	1	z_SUV	no	$4,044	2	No	0	9	Highly Urban/ Urban
6415	0	0.00000	0	45	0	10	$50,352	No	$201,404	Yes	z_F	Bachelors	Home Maker	16	Private	$11,040	7	z_SUV	no	$0	0	No	0	15	Highly Urban/ Urban
6416	0	0.00000	0	31	0	9	$73,727	No	$0	z_No	M	Bachelors	Professional	31	Commercial	$19,210	6	Van	no	$0	0	No	4	7	Highly Urban/ Urban
6417	0	0.00000	0	32	0	0	$0	No	$0	Yes	M	<High School	Student	22	Private	$9,050	1	Pickup	no	$10,152	2	No	5	1	Highly Urban/ Urban
6418	0	0.00000	0	43	0	13	$42,768	No	$183,793	Yes	M	Bachelors	Manager	32	Private	$10,080	1	Minivan	yes	$0	0	No	0	8	Highly Urban/ Urban
6419	1	5401.00000	1	43	1	9		Yes	$0	z_No	M	Bachelors	Professional	46	Private	$12,830	4	Minivan	no	$1,510	1	Yes	1	1	Highly Urban/ Urban
6420	0	0.00000	2	36	2	9	$64,599	Yes	$189,527	z_No	M	Masters	Lawyer	16	Private	$21,490	4	Van	yes	$5,846	2	No	1	NA	Highly Urban/ Urban
6422	0	0.00000	0	50	0	14		No	$117,038	Yes	M	<High School	Clerical	22	Private	$15,330	4	Minivan	no	$0	0	No	0	5	Highly Urban/ Urban
6423	1	2931.00000	0	67	1	14		No	$219,318	Yes	z_F	z_High School	Professional	66	Private	$14,080	4	Sports Car	no	$5,898	3	No	3	1	Highly Urban/ Urban
6424	0	0.00000	0	48	0	7	$22,362	No	$127,087	Yes	M	<High School	Clerical	39	Private	$27,160	3	Minivan	yes	$22,906	1	Yes	0	1	Highly Urban/ Urban
6425	0	0.00000	0	51	0	7	$66,948	No		z_No	M	Bachelors	Professional	39	Commercial	$28,870	10	Panel Truck	no	$0	0	No	0	8	z_Highly Rural/ Rural
6426	0	0.00000	0	42	0	NA	$16,423	No	$0	z_No	M	<High School	Clerical	44	Private	$21,540	4	Minivan	no	$0	0	No	0	9	z_Highly Rural/ Rural
6427	0	0.00000	0	54	0	15	$52,105	No	$196,481	Yes	z_F	Masters	Lawyer	40	Private	$21,430	1	z_SUV	no	$0	0	No	0	14	Highly Urban/ Urban
6430	0	0.00000	0	57	0	12	$62,411	No	$260,638	Yes	M	Masters		31	Commercial	$34,720	1	Panel Truck	yes	$30,789	3	No	6	19	Highly Urban/ Urban
6431	0	0.00000	0	26	2	11	$21,443	No	$116,421	Yes	M	<High School	Clerical	33	Private	$6,240	1	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
6433	1	18539.92656	0	43	1	8	$27,413	Yes		z_No	z_F	z_High School	Clerical	10	Private	$8,540	1	Sports Car	no	$0	0	No	0	NA	Highly Urban/ Urban
6434	0	0.00000	0	61	0	15	$85,554	No	$272,542	Yes	M	Masters	Lawyer	43	Private	$19,870	1	z_SUV	yes	$0	0	No	0	15	Highly Urban/ Urban
6435	0	0.00000	0	43	0	11	$45,931	No	$137,861	Yes	M	Masters		5	Commercial	$19,870	6	Van	yes	$5,989	3	No	3	21	Highly Urban/ Urban
6439	0	0.00000	0	55	0	6	$86,546	No	$329,062	Yes	M	Masters	Lawyer	6	Private	$15,960	4	Minivan	yes	$0	0	No	3	18	Highly Urban/ Urban
6440	0	0.00000	0	40	3	13	$120,603	Yes	$0	z_No	M	PhD	Doctor	16	Private	$17,560	10	Van	no	$0	0	No	0	13	Highly Urban/ Urban
6441	1	7369.00000	0	60	0	13	$60,432	No	$235,070	Yes	M	Bachelors	Professional	35	Private	$18,560	1	Minivan	yes	$0	0	No	0	10	z_Highly Rural/ Rural
6442	1	5463.00000	0	52	0	NA		No		z_No	M	Bachelors	Clerical	36	Commercial	$22,590	1	Panel Truck	yes	$0	0	No	1	NA	Highly Urban/ Urban
6443	0	0.00000	0	57	0	13	$192,297	No	$488,216	Yes	M	PhD		53	Commercial	$33,630	1	Panel Truck	yes	$10,074	1	No	3	21	Highly Urban/ Urban
6444	0	0.00000	0	55	0	6	$38,322	No	$149,578	Yes	z_F	Bachelors	Manager	5	Private	$15,590	1	Minivan	no	$0	0	Yes	0	14	Highly Urban/ Urban
6446	0	0.00000	0	51	0	13	$32,570	No	$158,055	Yes	M	Bachelors	Clerical	17	Commercial	$9,860	9	Pickup	yes	$5,533	1	No	6	9	Highly Urban/ Urban
6448	0	0.00000	0	35	0	12	$101,956	No	$284,104	Yes	z_F	Bachelors	z_Blue Collar	45	Commercial	$28,160	10	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
6449	0	0.00000	0	43	1	14	$23,215	No	$80,406	Yes	z_F	z_High School	Home Maker	33	Commercial	$16,530	4	Minivan	no	$0	0	No	2	6	z_Highly Rural/ Rural
6451	0	0.00000	0	35	0	14		No	$172,856	Yes	M	Bachelors	Manager	10	Commercial	$21,950	1	Van	no	$0	0	No	0	10	Highly Urban/ Urban
6452	1	11212.86862	0	26	0	9	$24,722	No	$0	z_No	z_F	<High School	Clerical	28	Private	$9,420	6	z_SUV	no	$0	0	No	1	4	Highly Urban/ Urban
6453	1	6880.00000	1	38	2	12	$14,320	Yes	$77,725	z_No	z_F	z_High School	Home Maker	26	Private	$23,950	1	Minivan	no	$3,718	1	No	0	4	Highly Urban/ Urban
6454	0	0.00000	0	41	0	13	$96,886	No	$256,416	Yes	z_F	Bachelors	Professional	13	Private	$15,290	1	Minivan	no	$0	0	No	0	10	Highly Urban/ Urban
6455	0	0.00000	1	38	2	0	$0	No	$0	Yes	z_F	z_High School	Student	24	Commercial	$10,560	1	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
6456	0	0.00000	0	46	0	10	$70,840	No	$0	z_No	M	Bachelors	Professional	32	Private	$13,180	3	Minivan	no	$0	0	Yes	0	1	Highly Urban/ Urban
6457	0	0.00000	2	60	2	NA	$21,920	No	$78,026	Yes	z_F	z_High School	Clerical	50	Private	$11,810	10	z_SUV	no	$6,973	3	No	0	8	Highly Urban/ Urban
6458	1	4287.00000	0	62	0	14	$67,112	No	$238,759	Yes	z_F	Bachelors	Professional	32	Private	$18,300	1	Sports Car	no	$8,363	1	No	7	1	Highly Urban/ Urban
6459	0	0.00000	0	41	0	12	$36,449	No	$0	Yes	M	z_High School	Student	37	Private	$17,900	6	Minivan	yes	$0	0	No	0	1	z_Highly Rural/ Rural
6460	0	0.00000	0	49	0	11	$138,942	No	$0	z_No	M	Masters	Lawyer	37	Private	$18,920	11	Van	no	$0	0	No	0	1	Highly Urban/ Urban
6461	0	0.00000	0	42	0	13	$77,737	No	$238,724	Yes	z_F	Bachelors	Manager	27	Private	$22,800	1	Minivan	no	$0	0	No	2	11	Highly Urban/ Urban
6463	0	0.00000	0	54	0	0	$0	No	$109,280	Yes	z_F	z_High School	Home Maker	13	Private	$7,140	11	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
6464	0	0.00000	1	38	2	11	$50,718	Yes	$0	z_No	z_F	<High School	Clerical	51	Private	$14,230	1	z_SUV	no	$3,649	1	No	5	5	z_Highly Rural/ Rural
6465	0	0.00000	0	38	0	11	$58,820	No	$181,915	Yes	z_F	Bachelors	Clerical	55	Private	$19,690	21	Pickup	no	$4,528	2	No	0	10	Highly Urban/ Urban
6466	1	4586.00000	0	60	2	NA	$0	No	$141,088	Yes	z_F	z_High School	Home Maker	47	Private	$7,500	3	z_SUV	no	$0	0	Yes	2	1	Highly Urban/ Urban
6468	1	3676.00000	2	37	4	16		Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	23	Commercial	$1,500	1	Sports Car	no	$49,223	1	Yes	2	1	Highly Urban/ Urban
6469	0	0.00000	2	44	3	14	$47,231	No	$168,478	Yes	z_F	z_High School	Clerical	31	Private	$18,170	17	Pickup	no	$0	0	No	0	10	Highly Urban/ Urban
6470	0	0.00000	0	32	2	13	$14,744	No	$0	Yes	z_F	Bachelors	Student	27	Private	$14,930	3	z_SUV	no	$613	2	No	5	7	Highly Urban/ Urban
6471	1	56399.75387	0	44	2	15	$16,352	No	$134,164	Yes	z_F	z_High School	Home Maker	37	Private	$9,760	1	z_SUV	no	$2,316	1	No	0	1	Highly Urban/ Urban
6472	0	0.00000	0	47	0	0		No	$114,664	z_No	z_F	Bachelors	Home Maker	8	Private	$8,770	4	z_SUV	no	$0	0	No	0	11	Highly Urban/ Urban
6473	0	0.00000	0	30	1	9	$77,156	Yes	$0	z_No	z_F	Bachelors	Clerical	28	Private	$11,430	9	z_SUV	no	$11,295	3	No	6	1	z_Highly Rural/ Rural
6474	0	0.00000	0	29	1	11	$144,242	Yes	$0	z_No	z_F	PhD		15	Private	$16,370	4	Sports Car	no	$4,822	2	No	0	13	Highly Urban/ Urban
6475	1	2386.00000	0	60	0	10	$16,919	No	$116,786	z_No	z_F	z_High School	Clerical	24	Private	$9,190	9	z_SUV	no	$0	0	No	0	NA	Highly Urban/ Urban
6476	1	10689.69917	0	45	2	15	$20,653	No	$140,294	Yes	z_F	<High School	Clerical	24	Commercial	$20,720	1	Pickup	no	$0	0	No	0	6	Highly Urban/ Urban
6477	0	0.00000	0	33	5	18	$4,562	No	$55,632	Yes	M	z_High School	Student	8	Commercial	$9,650	7	Pickup	yes	$0	0	No	4	9	Highly Urban/ Urban
6479	0	0.00000	0	44	0	11	$29,929	No	$124,756	z_No	M	z_High School	Professional	41	Private	$15,320	4	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
6480	0	0.00000	0	49	0	13	$104,691	No	$271,132	z_No	M	Bachelors	Professional	14	Commercial	$30,260	7	Panel Truck	yes	$22,813	1	Yes	7	1	Highly Urban/ Urban
6481	1	934.00000	0	52	0	11	$70,198	No	$239,210	Yes	M	Bachelors	z_Blue Collar	41	Commercial	$37,810	6	Panel Truck	no	$0	0	Yes	0	9	Highly Urban/ Urban
6482	0	0.00000	0	54	0	15	$50,646	No	$222,419	Yes	z_F	PhD	Home Maker	40	Private	$32,100	6	Van	no	$0	0	No	0	16	z_Highly Rural/ Rural
6483	0	0.00000	0	50	0	8	$69,030	No	$196,452	Yes	z_F	z_High School	z_Blue Collar	10	Commercial	$35,450	6	z_SUV	no	$764	3	No	0	1	Highly Urban/ Urban
6485	0	0.00000	0	45	0	8	$38,632	No	$187,532	Yes	z_F	z_High School	z_Blue Collar	35	Commercial	$25,340	4	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
6486	1	1841.00000	2	39	2	11	$30,290	No	$134,576	Yes	z_F	<High School	z_Blue Collar	20	Commercial	$18,270	3	Pickup	no	$2,787	3	No	3	1	Highly Urban/ Urban
6487	0	0.00000	0	47	0	15	$57,446	No	$205,310	Yes	M	z_High School	Professional	30	Private	$12,120	4	Pickup	no	$0	0	No	2	7	Highly Urban/ Urban
6488	0	0.00000	0	33	0	8	$102,981	No	$302,779	Yes	M	z_High School	Professional	29	Private	$16,680	1	Van	yes	$0	0	No	0	11	z_Highly Rural/ Rural
6489	0	0.00000	0	38	0	11	$72,901	No	$243,300	z_No	z_F	Bachelors	Professional	28	Private	$15,200	4	z_SUV	no	$1,310	3	No	5	4	Highly Urban/ Urban
6490	1	5324.00000	0	47	0	15	$57,446	No	$205,310	Yes	M	z_High School	Professional	30	Commercial	$25,090	4	Panel Truck	no	$0	0	No	1	7	Highly Urban/ Urban
6491	0	0.00000	0	38	0	6	$159,691	No	$379,686	Yes	z_F	Masters		44	Commercial	$23,260	4	Pickup	no	$0	0	No	4	13	Highly Urban/ Urban
6493	0	0.00000	0	65	0	14	$56,513	No	$189,268	Yes	z_F	Masters	Lawyer	42	Private	$15,360	10	Sports Car	no	$5,229	1	No	4	25	Highly Urban/ Urban
6494	0	0.00000	0	48	0	10	$20,551	No	$88,080	z_No	M	Masters	Lawyer	40	Private	$14,150	3	Minivan	yes	$4,939	3	No	2	17	Highly Urban/ Urban
6495	1	4913.00000	0	38	2	0	$0	Yes	$93,228	z_No	z_F	<High School	Home Maker	51	Private	$9,750	8	z_SUV	no	$11,093	3	No	7	1	Highly Urban/ Urban
6496	0	0.00000	0	40	0	9	$83,000	No	$248,949	Yes	z_F	Masters	Lawyer	30	Private	$21,880	1	z_SUV	no	$0	0	No	0	15	Highly Urban/ Urban
6498	1	4495.00000	0	36	0	8	$131,766	No	$0	z_No	M	PhD	Manager	45	Private	$13,950	4	Minivan	yes	$0	0	No	0	11	Highly Urban/ Urban
6499	0	0.00000	0	46	0	13	$122,086	No	$347,291	z_No	z_F	Masters	Lawyer	5	Private	$7,020	6	Sports Car	no	$0	0	No	0	11	Highly Urban/ Urban
6500	1	8549.80774	0	64	1	15	$34,199	No	$174,149	Yes	M	Bachelors	z_Blue Collar	5	Private	$11,210	7	Sports Car	yes	$10,572	4	No	4	8	Highly Urban/ Urban
6501	0	0.00000	0	48	0	2	$134,333	No	$358,876	Yes	z_F	z_High School	Professional	9	Private	$22,490	6	z_SUV	no	$0	0	No	2	1	Highly Urban/ Urban
6502	1	3423.00000	0	39	0	10	$70,750	No	$228,858	z_No	M	Bachelors	z_Blue Collar	68	Private	$3,350	1	Minivan	no	$6,006	2	No	3	14	z_Highly Rural/ Rural
6503	0	0.00000	0	51	0	0	$0	No	$0	z_No	M	PhD	Doctor	29	Private	$8,310	6	Pickup	yes	$0	0	No	0	18	Highly Urban/ Urban
6506	0	0.00000	0	40	0	9	$103,636	No	$270,623	Yes	M	Bachelors	Manager	47	Private	$14,070	7	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
6507	0	0.00000	0	60	0	9	$100,207	No	$320,199	z_No	M	Bachelors	Manager	34	Private	$1,500	10	Minivan	no	$15,403	2	No	0	11	Highly Urban/ Urban
6508	1	4083.00000	0	42	0	NA	$56,969	No	$252,556	Yes	M	Bachelors	Professional	18	Commercial	$11,400	1	Pickup	no	$4,512	3	No	5	10	Highly Urban/ Urban
6509	0	0.00000	0	54	0	0	$0	No	$87,156	Yes	z_F	Masters	Home Maker	36	Private	$22,350	6	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
6510	0	0.00000	0	34	3	16	$118,064	No	$330,500	Yes	M	Bachelors	z_Blue Collar	5	Commercial	$13,310	1	Minivan	no	$0	0	No	0	11	Highly Urban/ Urban
6511	1	3459.00000	1	44	2	16	$165,769	No	$414,539	Yes	M	PhD		27	Commercial	$44,250	9	Panel Truck	yes	$26,121	4	Yes	8	11	Highly Urban/ Urban
6512	0	0.00000	1	44	2	15	$80,140	No	$233,009	Yes	M	Masters	Professional	40	Private	$13,910	21	Minivan	no	$0	0	No	3	15	Highly Urban/ Urban
6514	0	0.00000	0	62	0	14	$74,430	No	$266,176	Yes	M	Masters		64	Commercial	$19,690	3	Pickup	no	$0	0	No	1	17	Highly Urban/ Urban
6515	0	0.00000	0	43	2	16		No	$191,740	Yes	M	Bachelors	z_Blue Collar	61	Commercial	$14,450	4	Minivan	no	$0	0	No	0	9	Highly Urban/ Urban
6516	0	0.00000	0	56	0	4	$42,235	No	$145,837	Yes	z_F	z_High School	Clerical	40	Private	$5,720	13	Sports Car	no	$8,901	2	No	0	7	Highly Urban/ Urban
6517	0	0.00000	0	49	0	4	$148,125	No	$392,383	Yes	M	PhD	Doctor	38	Private	$6,400	7	Pickup	no	$0	0	No	2	18	Highly Urban/ Urban
6518	0	0.00000	0	32	4	11	$16,976	No	$0	Yes	z_F	<High School	Student	25	Private	$6,640	1	z_SUV	no	$3,468	1	No	0	5	Highly Urban/ Urban
6519	0	0.00000	0	66	0	12	$84,791	No	$0	z_No	M	Masters	Manager	10	Private	$9,980	10	z_SUV	yes	$5,918	1	No	0	13	Highly Urban/ Urban
6520	1	3858.00000	0	30	2	12		No	$160,464	Yes	M	<High School	Clerical	35	Private	$6,140	10	Minivan	yes	$696	2	No	2	1	Highly Urban/ Urban
6521	0	0.00000	0	34	4	15	$6,876	No		Yes	M	Bachelors	Student	45	Private	$15,930	10	Minivan	yes	$0	0	No	2	11	Highly Urban/ Urban
6522	1	5769.00000	2	38	2	9	$43,476	Yes	$156,267	z_No	z_F	z_High School	z_Blue Collar	37	Commercial	$5,850	16	z_SUV	no	$7,145	2	No	0	1	Highly Urban/ Urban
6523	0	0.00000	0	51	0	12	$101,212	No	$0	z_No	M	Bachelors	Professional	43	Private	$16,720	6	Minivan	yes	$0	0	No	0	12	Highly Urban/ Urban
6524	0	0.00000	0	32	1	10	$37,895	No		Yes	M	z_High School	Clerical	21	Private	$8,490	10	Minivan	no	$6,073	2	No	0	1	Highly Urban/ Urban
6527	1	4392.00000	0	40	1	9	$90,326	Yes	$0	z_No	M	Bachelors	z_Blue Collar	33	Commercial	$19,380	3	Van	yes	$0	0	No	0	7	Highly Urban/ Urban
6529	0	0.00000	0	47	0	12		No	$202,773	Yes	M	Masters	Lawyer	24	Private	$14,410	6	Minivan	yes	$0	0	No	2	12	Highly Urban/ Urban
6530	0	0.00000	0	57	0	12	$62,238	No	$0	z_No	M	Bachelors	z_Blue Collar	44	Commercial	$11,400	11	Pickup	yes	$0	0	No	3	7	z_Highly Rural/ Rural
6531	0	0.00000	0	52	0	15	$26,782	No	$164,119	Yes	M	<High School	Clerical	52	Private	$10,890	10	Pickup	no	$0	0	No	0	7	z_Highly Rural/ Rural
6532	0	0.00000	0	49	0	13	$9,486	No	$146,041	Yes	z_F	Masters	Home Maker	24	Private	$6,390	4	z_SUV	no	$0	0	No	2	15	z_Highly Rural/ Rural
6533	0	0.00000	0	31	1	8		Yes	$115,939	z_No	z_F	<High School	Clerical	24	Private	$23,010	7	z_SUV	no	$0	0	Yes	0	1	z_Highly Rural/ Rural
6534	0	0.00000	0	51	0	8	$66,804	No	$0	z_No	M	Bachelors	Professional	35	Private	$16,130	6	Minivan	yes	$0	0	No	0	7	Highly Urban/ Urban
6535	0	0.00000	0	33	4	15	$40,095	No	$167,208	Yes	z_F	z_High School	Clerical	48	Private	$5,510	7	Sports Car	no	$34,993	4	Yes	6	1	z_Highly Rural/ Rural
6536	1	5834.00000	0	57	0	5	$32,033	No	$167,795	Yes	z_F	Masters	Home Maker	44	Private	$18,110	10	Sports Car	no	$1,575	2	No	7	16	Highly Urban/ Urban
6537	0	0.00000	0	56	0	13	$19,657	No	$0	z_No	M	<High School	Professional	36	Private	$3,470	1	Minivan	yes	$0	0	No	2	5	Highly Urban/ Urban
6538	1	4771.00000	0	35	2	12	$105,992	Yes	$0	z_No	z_F	Bachelors	Professional	43	Private	$17,540	1	Minivan	no	$25,379	1	Yes	0	9	Highly Urban/ Urban
6539	1	2357.00000	0	26	2	0	$0	No		Yes	z_F	z_High School	Student	10	Commercial	$22,430	4	Pickup	no	$8,538	4	No	8	1	Highly Urban/ Urban
6541	0	0.00000	0	59	0	10	$32,857	No	$0	z_No	z_F	PhD	Home Maker	29	Private	$34,470	1	Pickup	no	$0	0	No	0	20	z_Highly Rural/ Rural
6543	1	5374.00000	0	51	0	11	$51,303	No	$209,767	Yes	M	z_High School	z_Blue Collar	5	Commercial	$18,900	1	Van	no	$3,328	1	No	8	11	Highly Urban/ Urban
6545	0	0.00000	0	48	0	NA		No	$252,896	Yes	M	Bachelors	Professional	14	Private	$14,030	4	Minivan	yes	$0	0	No	0	10	Highly Urban/ Urban
6546	1	1151.00000	0	60	0	13	$62,049	No	$217,434	Yes	z_F	Masters	Lawyer	70	Private	$19,620	11	z_SUV	no	$0	0	Yes	0	15	Highly Urban/ Urban
6547	0	0.00000	0	43	0	13	$85,951	No		z_No	M	Masters	Professional	27	Private	$11,560	20	Minivan	no	$0	0	No	0	17	Highly Urban/ Urban
6549	1	58.53106	3	40	3	14	$22,705	No	$138,803	Yes	z_F	<High School	Clerical	28	Private	$7,770	6	Sports Car	no	$28,476	1	Yes	5	NA	Highly Urban/ Urban
6550	0	0.00000	0	55	0	13	$7,898	No	$153,061	z_No	z_F	PhD	Home Maker	38	Private	$9,310	1	Minivan	no	$0	0	No	0	12	z_Highly Rural/ Rural
6551	0	0.00000	0	57	0	12		No	$109,016	z_No	M	<High School	Student	21	Private	$7,260	6	Minivan	yes	$0	0	No	1	6	Highly Urban/ Urban
6553	0	0.00000	0	50	0	11	$38,998	No	$175,757	Yes	M	z_High School	z_Blue Collar	47	Commercial	$21,460	7	Minivan	yes	$0	0	No	1	1	z_Highly Rural/ Rural
6554	0	0.00000	0	54	0	11	$98,657	No	$0	z_No	z_F	Masters	Lawyer	46	Private	$16,770	1	z_SUV	no	$0	0	No	1	13	Highly Urban/ Urban
6555	1	10215.07225	1	41	2	13	$39,677	No	$166,364	Yes	z_F	z_High School	Clerical	14	Private	$20,210	4	Pickup	no	$0	0	No	2	6	Highly Urban/ Urban
6556	0	0.00000	0	40	0	11		No	$206,379	Yes	M	Bachelors	Manager	40	Private	$16,610	13	Van	no	$0	0	No	0	9	Highly Urban/ Urban
6557	0	0.00000	0	55	0	15	$71,402	No	$246,583	Yes	M	z_High School	z_Blue Collar	19	Commercial	$27,370	6	Panel Truck	yes	$718	2	No	2	9	Highly Urban/ Urban
6559	0	0.00000	0	56	0	14	$220,881	No	$596,021	z_No	z_F	PhD		29	Commercial	$50,180	6	Panel Truck	no	$0	0	No	2	1	Highly Urban/ Urban
6560	0	0.00000	0	43	2	9	$63,644	Yes	$174,541	z_No	z_F	Bachelors	Manager	24	Private	$16,640	9	Sports Car	no	$0	0	No	0	11	Highly Urban/ Urban
6561	0	0.00000	0	45	0	NA	$153,009	No	$416,576	Yes	M	PhD	Manager	22	Commercial	$24,640	1	Panel Truck	yes	$5,777	1	No	3	18	Highly Urban/ Urban
6562	0	0.00000	0	43	0	7		No	$0	z_No	M	Bachelors	Clerical	34	Commercial	$11,610	10	Pickup	yes	$0	0	No	1	11	z_Highly Rural/ Rural
6563	1	470.51606	0	60	4	16	$28,634	No	$151,602	Yes	M	<High School	Clerical	17	Private	$5,730	1	Minivan	no	$30,480	2	Yes	5	5	z_Highly Rural/ Rural
6564	0	0.00000	0	51	0	0	$0	No	$106,237	z_No	M	Masters	Lawyer	22	Private	$13,470	1	Minivan	yes	$0	0	No	1	1	Highly Urban/ Urban
6565	0	0.00000	0	56	0	3	$37,352	No	$0	z_No	M	Masters	Lawyer	40	Private	$13,910	7	Minivan	no	$0	0	No	0	20	z_Highly Rural/ Rural
6566	0	0.00000	0	39	0	11		No	$367,206	z_No	M	Bachelors	Professional	31	Commercial	$17,580	1	Van	yes	$43,663	3	No	5	14	Highly Urban/ Urban
6568	0	0.00000	0	46	0	7	$29,968	No	$180,980	Yes	M	Bachelors	z_Blue Collar	43	Commercial	$26,310	10	Panel Truck	no	$0	0	No	1	8	Highly Urban/ Urban
6570	0	0.00000	0	44	2	14	$62,721	No	$165,941	Yes	z_F	Bachelors	Professional	42	Private	$29,770	3	z_SUV	no	$0	0	No	0	4	Highly Urban/ Urban
6571	0	0.00000	2	61	4	19	$158,546	No	$390,219	Yes	z_F	PhD	Manager	24	Private	$42,680	10	z_SUV	no	$4,640	1	No	3	19	Highly Urban/ Urban
6573	0	0.00000	0	38	0	13	$42,245	No	$0	z_No	z_F	z_High School	z_Blue Collar	42	Commercial	$20,510	10	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
6574	1	2059.00000	1	44	2	13	$18,564	Yes	$117,386	z_No	z_F	<High School	Clerical	12	Commercial	$13,850	16	Pickup	no	$3,828	3	No	3	6	Highly Urban/ Urban
6575	0	0.00000	0	47	0	4	$12,765	No	$0	z_No	z_F	<High School	Student	71	Private	$28,640	13	Pickup	no	$0	0	No	1	7	z_Highly Rural/ Rural
6576	1	2422.00000	0	57	0	11	$13,235	No	$135,560	z_No	z_F	Bachelors	Home Maker	6	Private	$10,170	4	z_SUV	no	$8,135	3	No	3	13	Highly Urban/ Urban
6578	1	1894.00000	0	48	0	NA	$105,051	No	$313,504	z_No	M	Bachelors	Professional	37	Commercial	$16,810	4	Van	yes	$6,978	2	No	2	1	Highly Urban/ Urban
6579	0	0.00000	0	36	1	13	$14,729	No	$91,594	Yes	M	<High School	Clerical	26	Private	$14,270	10	Minivan	yes	$0	0	No	0	6	z_Highly Rural/ Rural
6580	1	1058.00000	0	53	0	NA	$126,548	No	$0	z_No	z_F	Masters	Lawyer	64	Private	$19,450	4	z_SUV	no	$0	0	Yes	0	13	Highly Urban/ Urban
6582	1	1436.16761	1	40	2	16	$75,188	No	$241,182	Yes	z_F	z_High School	z_Blue Collar	25	Commercial	$13,020	10	z_SUV	no	$44,010	3	Yes	4	6	Highly Urban/ Urban
6583	0	0.00000	0	38	0	11	$91,952	No	$282,565	z_No	M	Bachelors	Professional	30	Commercial	$17,850	7	Van	no	$0	0	No	0	3	z_Highly Rural/ Rural
6584	0	0.00000	1	36	2	10	$45,451	Yes		z_No	z_F	Bachelors	Professional	48	Private	$9,650	1	z_SUV	no	$0	0	No	0	10	z_Highly Rural/ Rural
6585	0	0.00000	0	46	0	9	$52,932	No	$214,272	Yes	z_F	Masters		15	Commercial	$15,560	6	Pickup	no	$18,907	3	Yes	0	17	Highly Urban/ Urban
6586	1	936.59089	0	45	0	12	$56,828	No	$201,430	z_No	z_F	z_High School	z_Blue Collar	54	Commercial	$14,060	11	Sports Car	no	$0	0	No	3	9	Highly Urban/ Urban
6587	0	0.00000	0	41	0	10	$53,401	No	$0	z_No	z_F	Bachelors	z_Blue Collar	26	Commercial	$14,210	11	z_SUV	no	$3,189	2	No	1	1	Highly Urban/ Urban
6589	0	0.00000	0	34	1	9	$28,698	Yes	$0	z_No	z_F	z_High School	Clerical	32	Private	$10,970	1	z_SUV	no	$0	0	No	0	4	z_Highly Rural/ Rural
6590	0	0.00000	0	31	4	6	$32,838	No	$117,101	Yes	M	<High School	Clerical	24	Commercial	$4,600	4	Pickup	no	$0	0	No	0	3	z_Highly Rural/ Rural
6592	0	0.00000	1	45	1	15	$197,836	No	$504,107	Yes	M	PhD	Lawyer	15	Private	$11,280	6	Pickup	yes	$8,832	3	No	6	NA	Highly Urban/ Urban
6593	1	5692.00000	1	63	1	10	$44,866	No	$203,341	Yes	z_F	Masters	Manager	56	Private	$11,160	4	Sports Car	no	$6,499	1	Yes	9	14	Highly Urban/ Urban
6595	0	0.00000	0	41	0	6	$180,031	No	$455,995	Yes	z_F	Bachelors	Professional	25	Private	$8,440	8	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
6596	0	0.00000	0	41	3	11	$88,426	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	9	Commercial	$14,440	4	z_SUV	no	$6,193	3	No	2	5	z_Highly Rural/ Rural
6597	0	0.00000	0	47	0	12	$48,776	No	$187,090	Yes	z_F	z_High School	z_Blue Collar	5	Commercial	$17,910	6	z_SUV	no	$0	0	No	2	1	Highly Urban/ Urban
6598	0	0.00000	0	36	0	9	$48,741	No	$210,875	Yes	z_F	z_High School	Manager	48	Private	$13,230	6	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
6599	0	0.00000	0	54	0	11	$88,903	No		Yes	M	Masters	Manager	32	Private	$15,790	20	Minivan	yes	$0	0	No	0	NA	Highly Urban/ Urban
6601	0	0.00000	1	44	2	13	$21,247	No	$112,368	Yes	z_F	<High School	Clerical	35	Private	$3,620	1	z_SUV	no	$3,008	3	No	0	7	Highly Urban/ Urban
6603	1	4172.00000	0	39	2	9	$133,920	Yes	$0	z_No	z_F	Masters	Lawyer	41	Private	$18,790	6	Minivan	no	$26,926	2	Yes	0	15	Highly Urban/ Urban
6606	0	0.00000	0	42	2	12	$73,661	Yes	$0	z_No	z_F	<High School	z_Blue Collar	45	Commercial	$25,940	4	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
6607	0	0.00000	0	37	1	14	$25,346	No		Yes	z_F	<High School	z_Blue Collar	36	Private	$11,790	7	z_SUV	no	$31,255	3	No	4	6	Highly Urban/ Urban
6608	0	0.00000	0	35	0	11	$105,367	No		Yes	M	Bachelors	Professional	30	Private	$15,540	7	Minivan	yes	$0	0	Yes	4	11	Highly Urban/ Urban
6609	0	0.00000	0	46	0	13	$18,311	No	$145,159	Yes	M	Masters	Lawyer	33	Private	$27,300	13	Minivan	no	$2,607	4	No	8	23	Highly Urban/ Urban
6610	0	0.00000	0	54	0	14	$66,955	No	$241,544	z_No	z_F	Bachelors	Professional	23	Private	$23,370	4	Pickup	no	$0	0	No	3	10	Highly Urban/ Urban
6611	1	6528.00000	1	38	2	8	$41,230	No		Yes	M	Bachelors	Clerical	30	Commercial	$25,730	3	Panel Truck	yes	$1,410	1	No	10	5	Highly Urban/ Urban
6612	0	0.00000	0	48	0	11	$59,286	No	$225,803	Yes	z_F	z_High School	Professional	49	Private	$19,810	1	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
6613	0	0.00000	0	33	3	13	$33,285	Yes	$153,247	z_No	z_F	z_High School	Clerical	28	Private	$10,610	1	z_SUV	no	$3,739	2	No	0	1	Highly Urban/ Urban
6615	0	0.00000	0	42	0	8	$52,463	No		Yes	M	z_High School	z_Blue Collar	18	Commercial	$34,890	8	Panel Truck	no	$9,058	2	No	5	11	Highly Urban/ Urban
6617	0	0.00000	0	54	0	16		No	$152,054	Yes	z_F	<High School	z_Blue Collar	61	Private	$27,310	13	Pickup	no	$0	0	Yes	0	1	z_Highly Rural/ Rural
6618	1	2255.00000	0	43	3	NA		No	$183,000	Yes	z_F	z_High School	z_Blue Collar	25	Private	$15,710	1	Minivan	yes	$0	0	No	4	7	Highly Urban/ Urban
6619	0	0.00000	1	45	1	11	$105,756	No	$298,161	Yes	z_F	PhD	Manager	36	Commercial	$20,520	6	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
6620	0	0.00000	0	33	4	0	$0	No	$0	Yes	M	<High School	Student	38	Private	$5,950	1	Pickup	yes	$0	0	Yes	0	1	Highly Urban/ Urban
6622	1	2439.00000	0	33	2	10	$53,041	No	$147,510	Yes	z_F	z_High School	z_Blue Collar	45	Commercial	$19,240	1	Pickup	no	$4,445	2	No	9	10	Highly Urban/ Urban
6623	0	0.00000	0	37	0	13	$64,668	No		z_No	z_F	Masters	Manager	5	Private	$4,550	10	Sports Car	no	$0	0	No	1	24	Highly Urban/ Urban
6624	1	3726.00000	2	38	2	12	$102,020	Yes	$0	z_No	z_F	Masters	Lawyer	28	Private	$15,500	6	z_SUV	no	$5,306	2	No	5	1	Highly Urban/ Urban
6625	0	0.00000	0	56	1	14	$133,296	No	$390,866	Yes	z_F	PhD	Manager	24	Private	$20,430	17	Minivan	no	$0	0	No	0	13	Highly Urban/ Urban
6626	0	0.00000	0	53	0	7	$22,953	No	$139,610	Yes	M	<High School	Manager	24	Private	$11,640	1	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
6627	1	40941.34905	0	44	0	12	$51,279	No	$200,803	Yes	M	<High School	z_Blue Collar	52	Commercial	$12,200	3	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
6628	0	0.00000	0	51	0	11	$50,173	No	$186,074	Yes	z_F	z_High School	Clerical	22	Private	$11,620	14	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
6629	0	0.00000	0	49	0	12	$73,242	No	$0	z_No	z_F	Bachelors	Home Maker	22	Private	$13,580	3	z_SUV	no	$11,479	1	No	4	14	Highly Urban/ Urban
6630	0	0.00000	0	33	2	8	$92,261	Yes	$0	z_No	M	Bachelors	z_Blue Collar	28	Private	$13,380	1	Minivan	yes	$0	0	No	0	13	Highly Urban/ Urban
6631	0	0.00000	0	29	2	12	$34,600	No	$113,013	Yes	M	z_High School	Manager	20	Private	$7,860	3	Pickup	yes	$558	1	No	7	1	Highly Urban/ Urban
6632	0	0.00000	0	25	3	11	$46,671	No	$125,555	Yes	z_F	z_High School	Clerical	29	Private	$22,140	6	Minivan	no	$7,326	1	No	0	NA	Highly Urban/ Urban
6633	0	0.00000	0	47	0	10	$80,963	No	$0	z_No	z_F	PhD	Doctor	35	Private	$40,240	6	Sports Car	no	$0	0	No	0	13	Highly Urban/ Urban
6634	0	0.00000	0	44	1	9	$67,373	Yes	$0	z_No	M	z_High School	Manager	15	Commercial	$32,460	4	Panel Truck	yes	$8,423	4	No	0	1	Highly Urban/ Urban
6635	0	0.00000	0	56	0	NA	$0	No	$92,380	z_No	z_F	Bachelors	Home Maker	34	Private	$24,820	4	Sports Car	no	$0	0	No	0	7	z_Highly Rural/ Rural
6636	0	0.00000	0	53	0	15	$169,926	No	$442,348	Yes	z_F	PhD	Manager	49	Private	$6,800	14	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
6637	0	0.00000	0	46	0	8	$48,656	No	$194,871	Yes	z_F	Bachelors	z_Blue Collar	45	Private	$12,580	10	z_SUV	no	$7,450	1	No	3	7	z_Highly Rural/ Rural
6638	1	4262.00000	0	44	0	6	$234,825	No	$0	z_No	z_F	PhD	Doctor	14	Private	$16,790	4	z_SUV	no	$32,113	1	Yes	7	19	Highly Urban/ Urban
6639	0	0.00000	0	39	0	9	$26,454	No	$131,738	Yes	z_F	Masters	Manager	45	Private	$8,050	10	z_SUV	no	$7,607	2	No	0	1	Highly Urban/ Urban
6642	0	0.00000	0	47	0	11	$49,565	No	$0	z_No	z_F	<High School	z_Blue Collar	43	Private	$11,160	6	Minivan	no	$4,552	1	No	2	6	Highly Urban/ Urban
6645	1	5399.00000	0	52	0	13	$63,301	No	$213,026	Yes	M	Bachelors	Professional	46	Commercial	$26,630	4	Panel Truck	yes	$11,364	1	No	1	15	Highly Urban/ Urban
6646	1	3298.00000	0	62	0	13		No	$157,022	Yes	M	<High School	z_Blue Collar	15	Private	$13,940	10	Minivan	yes	$0	0	No	1	1	Highly Urban/ Urban
6647	1	5908.00000	0	52	0	13	$147,351	No	$408,720	Yes	M	Masters	Manager	24	Commercial	$21,670	13	Van	yes	$0	0	No	0	10	Highly Urban/ Urban
6648	0	0.00000	0	46	0	11	$57,456	No	$207,400	Yes	M	Bachelors	Manager	32	Private	$15,160	1	Minivan	yes	$0	0	No	0	6	Highly Urban/ Urban
6651	1	3007.68141	1	45	2	15		Yes	$0	z_No	M	Bachelors	Professional	26	Private	$17,930	10	Van	yes	$41,167	2	Yes	0	5	Highly Urban/ Urban
6652	0	0.00000	0	41	1	13	$33,623	No	$158,987	Yes	z_F	z_High School	Clerical	43	Private	$8,960	6	z_SUV	no	$23,981	1	No	3	5	Highly Urban/ Urban
6653	1	2295.00000	1	40	2	0	$0	No	$50,343	Yes	z_F	z_High School	Home Maker	49	Private	$5,500	10	Sports Car	no	$0	0	No	0	NA	Highly Urban/ Urban
6654	0	0.00000	0	38	0	12	$43,720	No	$203,213	Yes	M	<High School	z_Blue Collar	46	Commercial	$11,820	9	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
6656	0	0.00000	2	45	3	16	$117,640	No	$296,369	Yes	M	Masters	Lawyer	48	Private	$13,260	13	Minivan	yes	$0	0	No	3	17	Highly Urban/ Urban
6657	1	7539.00000	0	44	2	0	$0	No	$0	Yes	z_F	z_High School	Student	22	Commercial	$1,500	6	z_SUV	no	$11,086	2	No	7	9	Highly Urban/ Urban
6658	0	0.00000	0	31	2	11	$22,988	Yes	$0	z_No	M	<High School	z_Blue Collar	21	Private	$4,200	10	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
6659	0	0.00000	0	37	3	14	$16,071	Yes	$120,881	z_No	z_F	z_High School	Home Maker	47	Private	$5,240	6	z_SUV	no	$8,100	1	No	6	1	z_Highly Rural/ Rural
6660	1	2027.00000	0	49	0	11	$776	No	$108,249	Yes	z_F	Bachelors	Home Maker	56	Private	$12,960	13	z_SUV	no	$3,116	2	Yes	0	10	Highly Urban/ Urban
6662	0	0.00000	0	52	0	12		No		Yes	M	Bachelors	z_Blue Collar	30	Commercial	$21,000	1	Van	no	$0	0	No	0	9	z_Highly Rural/ Rural
6663	1	5143.00000	1	38	3	14	$89,065	No	$229,172	Yes	M	Bachelors	z_Blue Collar	12	Commercial	$14,210	1	Minivan	yes	$1,155	1	Yes	0	6	Highly Urban/ Urban
6664	0	0.00000	0	52	0	12	$197,895	No	$502,063	Yes	z_F	Bachelors	z_Blue Collar	52	Commercial	$27,670	6	Sports Car	no	$0	0	No	1	11	Highly Urban/ Urban
6665	0	0.00000	0	37	3	9	$47,043	No	$210,595	Yes	M	z_High School	z_Blue Collar	21	Commercial	$7,070	6	Pickup	yes	$0	0	No	3	8	z_Highly Rural/ Rural
6666	0	0.00000	0	55	0	13	$64,593	No	$200,725	Yes	M	Masters	Lawyer	27	Private	$13,460	6	Minivan	yes	$0	0	No	2	10	Highly Urban/ Urban
6667	1	3509.00000	0	51	0	12	$59,961	No	$200,761	Yes	M	z_High School	z_Blue Collar	28	Commercial	$44,130	3	Panel Truck	yes	$0	0	No	4	1	Highly Urban/ Urban
6668	0	0.00000	0	58	0	14	$41,712	No	$150,884	Yes	z_F	Masters		50	Commercial	$25,070	1	Pickup	no	$0	0	No	2	16	Highly Urban/ Urban
6669	0	0.00000	0	44	0	10	$46,420	No	$184,409	z_No	z_F	Masters	Professional	51	Private	$11,010	4	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
6670	0	0.00000	0	37	0	13	$89,596	No	$271,298	Yes	M	PhD	Doctor	30	Private	$14,160	1	Minivan	yes	$1,344	1	No	5	13	Highly Urban/ Urban
6671	0	0.00000	0	32	3	17	$51,346	No	$167,536	Yes	z_F	Bachelors	Clerical	33	Private	$16,650	7	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
6673	0	0.00000	0	51	0	13	$36,202	No	$164,228	Yes	M	z_High School	z_Blue Collar	25	Commercial	$24,220	4	Minivan	yes	$9,587	1	No	5	6	Highly Urban/ Urban
6674	1	3488.00000	2	36	2	9	$148,595	Yes	$391,168	z_No	M	Masters		62	Commercial	$23,380	1	Panel Truck	yes	$0	0	No	4	19	Highly Urban/ Urban
6675	0	0.00000	1	40	1	13	$61,057	No	$195,866	Yes	M	Bachelors	z_Blue Collar	31	Commercial	$5,500	4	Minivan	yes	$0	0	No	1	6	Highly Urban/ Urban
6676	0	0.00000	0	41	2	12	$98,385	No	$331,428	Yes	z_F	Masters	Lawyer	45	Private	$24,840	6	Minivan	no	$0	0	No	0	19	Highly Urban/ Urban
6678	0	0.00000	0	22	4	10	$747	Yes	$0	z_No	M	Bachelors	Student	15	Commercial	$10,070	9	Minivan	yes	$0	0	No	4	1	Highly Urban/ Urban
6679	0	0.00000	0	51	0	15	$95,659	No	$296,768	Yes	M	PhD	Lawyer	29	Private	$12,320	6	Minivan	no	$0	0	Yes	1	13	Highly Urban/ Urban
6680	0	0.00000	0	31	1	9	$39,456	No	$148,093	Yes	z_F	Masters		57	Private	$8,550	6	Sports Car	no	$0	0	No	0	9	Highly Urban/ Urban
6681	0	0.00000	0	57	0	14	$101,497	No	$261,129	Yes	z_F	Masters	Professional	80	Private	$23,560	11	Sports Car	no	$2,898	2	No	4	NA	Highly Urban/ Urban
6682	0	0.00000	0	47	0	10	$122,973	No	$0	z_No	z_F	Masters	Lawyer	32	Private	$31,740	13	Van	no	$0	0	No	0	20	Highly Urban/ Urban
6683	0	0.00000	0	33	3	NA	$83,156	No	$255,687	Yes	M	Bachelors	Professional	10	Private	$21,830	13	Van	yes	$0	0	No	0	6	Highly Urban/ Urban
6684	0	0.00000	0	57	0	12	$147,971	No	$376,318	Yes	z_F	Masters		36	Commercial	$25,410	1	Pickup	no	$7,441	4	No	2	10	Highly Urban/ Urban
6685	1	1973.00000	0	35	2	14	$127,504	Yes	$0	z_No	z_F	PhD	Manager	36	Private	$15,380	13	z_SUV	no	$0	0	Yes	3	14	Highly Urban/ Urban
6686	0	0.00000	0	44	0	11	$111,321	No	$272,246	Yes	M	Masters	Manager	30	Commercial	$22,830	1	Panel Truck	yes	$0	0	No	0	12	Highly Urban/ Urban
6687	0	0.00000	0	43	0	12	$137,117	No	$313,152	Yes	M	Masters		25	Commercial	$24,090	6	Panel Truck	no	$0	0	No	5	13	Highly Urban/ Urban
6690	0	0.00000	0	51	0	12	$97,713	No	$296,752	z_No	M	Bachelors	Professional	29	Private	$17,750	1	Van	yes	$0	0	No	2	9	Highly Urban/ Urban
6693	0	0.00000	0	55	0	15	$59,128	No	$173,782	Yes	M	Bachelors	Manager	59	Commercial	$24,130	6	Panel Truck	yes	$22,302	1	No	1	8	Highly Urban/ Urban
6695	0	0.00000	0	45	3	0	$0	No	$95,330	Yes	z_F	z_High School	Home Maker	45	Private	$6,000	1	z_SUV	no	$0	0	Yes	0	1	z_Highly Rural/ Rural
6696	1	2318.00000	0	58	0	11	$70,745	No	$237,422	z_No	M	Bachelors	z_Blue Collar	15	Commercial	$16,730	10	Van	yes	$6,864	3	No	4	15	Highly Urban/ Urban
6697	0	0.00000	0	48	0	12	$107,503	No	$353,815	Yes	z_F	Masters	Lawyer	24	Private	$28,270	4	z_SUV	no	$0	0	No	0	17	Highly Urban/ Urban
6698	0	0.00000	0	56	0	NA	$119,361	No	$396,499	Yes	z_F	Bachelors	Manager	5	Private	$31,830	3	Minivan	no	$0	0	No	2	11	Highly Urban/ Urban
6699	0	0.00000	0	45	1	13	$88,735	Yes	$0	z_No	M	Masters	Professional	37	Private	$13,450	1	Minivan	yes	$0	0	Yes	2	19	Highly Urban/ Urban
6700	0	0.00000	1	45	2	13	$21,123	No	$123,825	Yes	M	<High School	Clerical	36	Private	$8,110	10	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
6701	0	0.00000	0	35	2	14	$14,835	No	$133,338	Yes	z_F	Bachelors	Home Maker	29	Private	$4,110	6	z_SUV	no	$0	0	Yes	0	7	Highly Urban/ Urban
6703	0	0.00000	0	57	2	16	$33,545	No	$178,637	Yes	M	Bachelors	Professional	33	Commercial	$4,850	4	Pickup	yes	$0	0	No	0	7	Highly Urban/ Urban
6704	0	0.00000	1	44	2	11	$61,798	No	$227,814	Yes	M	z_High School	Clerical	20	Private	$17,640	1	Van	no	$3,863	1	No	3	10	Highly Urban/ Urban
6705	1	4322.00000	1	38	2	12	$40,197	Yes	$160,874	z_No	M	z_High School	z_Blue Collar	26	Commercial	$9,720	1	Pickup	yes	$0	0	Yes	0	1	Highly Urban/ Urban
6706	1	2323.00000	1	43	3	14	$77,437	No	$218,079	Yes	z_F	Bachelors	z_Blue Collar	27	Commercial	$13,540	3	z_SUV	no	$1,879	1	No	5	10	Highly Urban/ Urban
6707	1	6506.00000	0	32	4	14	$7,308	No		Yes	z_F	z_High School	Home Maker	42	Private	$26,020	11	Pickup	no	$10,626	1	No	4	6	Highly Urban/ Urban
6708	0	0.00000	0	44	0	12	$3,985	No	$66,681	z_No	M	z_High School	Student	17	Private	$15,350	14	Minivan	no	$0	0	No	0	11	z_Highly Rural/ Rural
6709	0	0.00000	0	43	2	13	$98,128	No	$271,063	Yes	z_F	Bachelors	z_Blue Collar	20	Commercial	$15,610	4	Minivan	no	$0	0	No	3	9	z_Highly Rural/ Rural
6710	0	0.00000	0	58	0	NA	$49,128	No	$160,194	Yes	M	z_High School	z_Blue Collar	48	Private	$13,470	1	Minivan	yes	$0	0	No	2	1	z_Highly Rural/ Rural
6711	0	0.00000	0	43	2	NA	$37,135	No	$160,427	Yes	M	Masters		59	Commercial	$5,210	7	Pickup	yes	$0	0	No	0	16	Highly Urban/ Urban
6712	0	0.00000	0	46	0	12	$48,407	No	$182,720	Yes	z_F	Bachelors	Professional	34	Private	$9,980	6	Minivan	no	$0	0	No	3	11	Highly Urban/ Urban
6713	0	0.00000	0	52	0	15	$37,049	No	$196,411	Yes	z_F	z_High School	z_Blue Collar	21	Commercial	$28,390	10	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
6715	0	0.00000	0	55	0	12	$41,841	No	$197,511	Yes	M	Masters	Manager	46	Private	$24,100	6	Minivan	no	$0	0	No	1	1	Highly Urban/ Urban
6717	1	3327.00000	0	37	1	12	$5,678	Yes	$0	z_No	z_F	<High School	Student	42	Private	$2,070	1	z_SUV	no	$6,535	2	No	1	1	Highly Urban/ Urban
6718	0	0.00000	0	45	0	14	$66,809	No	$246,682	Yes	M	Masters	Lawyer	38	Private	$13,970	6	Minivan	no	$0	0	No	1	11	Highly Urban/ Urban
6719	0	0.00000	1	56	2	9	$83,464	No	$316,391	Yes	z_F	z_High School	Manager	37	Private	$12,740	10	z_SUV	no	$29,423	2	Yes	3	1	Highly Urban/ Urban
6720	0	0.00000	0	63	0	13	$31,269	No	$201,461	Yes	M	z_High School	Professional	42	Private	$29,400	6	Minivan	yes	$0	0	No	0	1	z_Highly Rural/ Rural
6721	0	0.00000	0	34	4	14	$25,535	No	$99,326	Yes	z_F	<High School	Clerical	45	Private	$18,270	1	z_SUV	no	$30,146	2	No	1	8	Highly Urban/ Urban
6722	1	4578.00000	0	61	0	15	$47,534	No	$199,888	Yes	M	<High School	Clerical	22	Private	$12,350	4	z_SUV	no	$2,414	1	No	0	1	Highly Urban/ Urban
6723	0	0.00000	0	33	2	NA	$114,322	No	$301,530	Yes	M	Bachelors	z_Blue Collar	14	Commercial	$17,190	1	Van	yes	$10,786	2	No	3	8	Highly Urban/ Urban
6726	0	0.00000	0	47	0	14	$33,519	No	$150,028	Yes	M	z_High School	Clerical	27	Private	$9,550	3	Pickup	no	$0	0	No	0	1	z_Highly Rural/ Rural
6727	1	3682.00000	0	48	0	6	$33,434	No	$176,292	Yes	z_F	Bachelors	Clerical	38	Private	$6,300	1	z_SUV	no	$3,614	3	No	2	12	Highly Urban/ Urban
6728	0	0.00000	0	50	0	15	$86,825	No	$228,978	Yes	z_F	z_High School	z_Blue Collar	33	Commercial	$18,820	7	Minivan	no	$10,377	3	No	4	NA	Highly Urban/ Urban
6729	0	0.00000	0	46	0	11	$45,300	No	$152,064	Yes	M	z_High School	z_Blue Collar	28	Commercial	$6,030	13	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
6731	0	0.00000	0	47	0	9	$133,908	No	$358,993	Yes	M	PhD		26	Commercial	$17,320	5	Van	yes	$0	0	No	1	16	Highly Urban/ Urban
6732	0	0.00000	0	28	1	11	$30,877	No	$114,482	Yes	z_F	<High School	Clerical	26	Private	$17,360	6	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
6733	0	0.00000	0	49	0	0		No		Yes	z_F	<High School	Student	21	Private	$7,150	6	z_SUV	no	$4,742	2	No	0	7	Highly Urban/ Urban
6734	1	1324.00000	0	34	1	13	$37,806	No	$173,130	Yes	z_F	Bachelors	Clerical	46	Private	$3,680	4	z_SUV	no	$0	0	No	0	8	z_Highly Rural/ Rural
6736	1	4667.00000	0	50	0	NA	$70,135	No	$0	z_No	M	Masters	Manager	5	Private	$13,510	1	Minivan	yes	$0	0	No	0	13	Highly Urban/ Urban
6737	0	0.00000	0	54	0	14	$100,981	No	$303,119	Yes	M	Bachelors	z_Blue Collar	51	Commercial	$25,430	1	Minivan	no	$0	0	No	0	4	z_Highly Rural/ Rural
6740	1	2489.00000	0	41	0	10	$136,585	No	$0	z_No	M	Masters	Lawyer	47	Private	$22,060	13	Van	no	$1,685	3	No	0	10	Highly Urban/ Urban
6741	1	5901.00000	0	41	0	12	$56,447	No	$205,861	z_No	M	Bachelors	z_Blue Collar	29	Commercial	$24,660	7	Minivan	yes	$0	0	No	0	8	Highly Urban/ Urban
6742	0	0.00000	0	46	0	12	$42,764	No	$171,180	Yes	z_F	z_High School	Clerical	17	Private	$5,780	3	z_SUV	no	$0	0	No	2	1	Highly Urban/ Urban
6744	0	0.00000	0	47	0	7	$84,011	No	$249,357	Yes	M	Bachelors	Manager	35	Commercial	$30,590	1	Panel Truck	yes	$0	0	No	0	11	Highly Urban/ Urban
6745	0	0.00000	0	58	0	13	$65,131	No	$236,533	Yes	M	Masters		32	Commercial	$7,300	10	Pickup	yes	$6,334	1	No	4	21	Highly Urban/ Urban
6746	1	2437.00000	0	38	1	0	$0	Yes	$0	z_No	z_F	z_High School	Student	34	Commercial	$16,880	6	z_SUV	no	$0	0	No	0	12	z_Highly Rural/ Rural
6748	1	1475.00000	0	35	0	5	$54,922	No	$181,427	Yes	z_F	Bachelors	Clerical	45	Private	$18,710	7	Sports Car	no	$33,276	1	Yes	0	15	Highly Urban/ Urban
6749	0	0.00000	0	52	0	12		No	$0	z_No	M	z_High School	z_Blue Collar	30	Commercial	$25,720	6	Minivan	yes	$0	0	No	1	8	z_Highly Rural/ Rural
6752	0	0.00000	0	33	3	15	$79,118	No	$228,495	Yes	M	z_High School	Manager	32	Commercial	$4,800	12	Pickup	yes	$28,216	2	Yes	1	6	Highly Urban/ Urban
6756	0	0.00000	0	53	0	13	$35,516	No	$0	z_No	z_F	z_High School	Clerical	42	Private	$19,780	12	Minivan	no	$0	0	No	1	1	Highly Urban/ Urban
6757	0	0.00000	0	49	0	14	$76,778	No	$209,440	Yes	z_F	Bachelors	Home Maker	62	Private	$6,400	17	z_SUV	no	$4,324	3	No	5	5	Highly Urban/ Urban
6758	0	0.00000	0	23	2	9	$68,687	Yes	$0	z_No	M	Bachelors	Professional	44	Private	$17,670	7	Minivan	yes	$0	0	No	1	9	Highly Urban/ Urban
6759	1	1379.00000	1	45	2	13	$111,560	Yes	$0	z_No	M	Masters	Manager	28	Commercial	$6,000	4	Pickup	yes	$29,150	2	Yes	4	8	Highly Urban/ Urban
6760	0	0.00000	0	42	2	13	$1,719	No	$0	Yes	z_F	z_High School	Student	19	Commercial	$10,980	4	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
6761	1	2590.00000	0	48	0	11	$49,370	No	$0	z_No	M	z_High School	Professional	48	Commercial	$6,440	3	Minivan	no	$10,000	1	No	0	1	Highly Urban/ Urban
6763	1	3352.00000	0	53	0	NA	$28,637	No	$0	z_No	M	<High School	Clerical	48	Private	$6,600	4	Pickup	yes	$21,606	1	Yes	1	1	Highly Urban/ Urban
6765	1	6481.00000	0	39	3	8	$24,062	No	$149,083	Yes	z_F	<High School	Clerical	36	Private	$12,510	1	Sports Car	no	$0	0	No	2	3	Highly Urban/ Urban
6766	0	0.00000	0	50	0	12	$7,971	No	$0	z_No	z_F	PhD	Home Maker	5	Private	$17,250	6	Pickup	no	$0	0	No	0	NA	z_Highly Rural/ Rural
6767	0	0.00000	0	51	0	NA	$53,288	No	$207,371	Yes	z_F	Masters	Professional	42	Private	$15,940	1	z_SUV	no	$24,782	1	Yes	4	16	Highly Urban/ Urban
6768	1	5431.00000	0	39	0	10	$23,756	No	$0	z_No	z_F	Masters	Lawyer	52	Private	$7,780	3	Sports Car	no	$0	0	Yes	0	20	Highly Urban/ Urban
6769	0	0.00000	0	51	0	13	$30,764	No		Yes	z_F	Masters	Lawyer	24	Private	$9,680	4	z_SUV	no	$0	0	No	1	16	Highly Urban/ Urban
6770	1	7476.00000	0	33	1	9	$73,988	No	$238,468	Yes	M	Masters	Lawyer	5	Private	$11,670	6	Pickup	yes	$9,302	1	No	3	18	Highly Urban/ Urban
6771	1	3467.00000	0	43	0	13	$180,733	No	$477,862	z_No	M	Masters	Manager	30	Commercial	$26,480	1	Panel Truck	no	$0	0	No	0	17	Highly Urban/ Urban
6773	0	0.00000	0	50	0	15	$121,299	No	$315,447	Yes	z_F	<High School	z_Blue Collar	19	Private	$6,500	4	Sports Car	no	$0	0	No	1	1	Highly Urban/ Urban
6775	0	0.00000	0	50	0	15	$65,389	No	$249,847	Yes	M	z_High School	z_Blue Collar	35	Private	$12,440	7	Minivan	no	$5,863	1	No	5	1	z_Highly Rural/ Rural
6776	0	0.00000	2	40	2	NA	$28,430	No	$123,290	Yes	z_F	<High School	z_Blue Collar	37	Commercial	$14,450	16	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
6777	0	0.00000	0	36	0	9	$102,382	No		z_No	z_F	PhD	Doctor	10	Private	$23,490	4	z_SUV	no	$4,768	4	No	3	12	Highly Urban/ Urban
6778	0	0.00000	0	48	0	5	$92,868	No	$256,927	Yes	z_F	Masters	Manager	31	Commercial	$28,970	4	Pickup	no	$0	0	No	2	9	Highly Urban/ Urban
6779	0	0.00000	0	46	0	8	$46,955	No	$0	z_No	z_F	z_High School	Manager	14	Private	$11,140	4	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
6780	0	0.00000	0	50	0	10	$46,802	No	$169,519	Yes	M	Masters	Lawyer	62	Private	$21,280	6	Van	no	$3,108	1	No	6	15	Highly Urban/ Urban
6781	0	0.00000	0	44	0	13	$77,576	No	$261,611	Yes	M	Bachelors	z_Blue Collar	48	Commercial	$27,810	4	Panel Truck	no	$0	0	No	1	6	Highly Urban/ Urban
6782	1	7234.00000	1	37	1	NA	$23,048	No	$132,852	Yes	z_F	z_High School	z_Blue Collar	13	Commercial	$21,780	1	Pickup	no	$0	0	No	3	9	Highly Urban/ Urban
6783	0	0.00000	0	54	0	14	$80,227	No	$247,045	Yes	z_F	Masters	Professional	23	Private	$31,530	1	Pickup	no	$8,152	3	No	0	11	Highly Urban/ Urban
6784	0	0.00000	0	38	0	0	$0	No	$86,648	Yes	M	z_High School	Home Maker	23	Private	$7,620	7	Pickup	yes	$0	0	No	1	1	z_Highly Rural/ Rural
6785	0	0.00000	0	54	0	10	$21,864	No	$0	z_No	M	z_High School	Student	12	Commercial	$12,290	4	Minivan	yes	$0	0	No	0	NA	z_Highly Rural/ Rural
6786	0	0.00000	0	50	0	9	$58,724	No	$280,436	Yes	z_F	Bachelors	z_Blue Collar	26	Commercial	$23,460	14	Minivan	no	$0	0	No	2	7	Highly Urban/ Urban
6788	0	0.00000	0	43	3	13	$128,815	No	$397,571	Yes	z_F	Bachelors	Professional	35	Commercial	$17,380	20	z_SUV	no	$0	0	No	2	8	Highly Urban/ Urban
6790	1	2988.00000	0	28	1	0	$0	Yes	$0	z_No	z_F	z_High School	Home Maker	27	Private	$15,370	3	Sports Car	no	$2,747	1	No	4	6	Highly Urban/ Urban
6791	0	0.00000	0	53	0	15	$73,099	No	$212,950	Yes	z_F	z_High School	z_Blue Collar	57	Commercial	$30,290	4	Pickup	no	$1,046	1	No	0	5	Highly Urban/ Urban
6792	0	0.00000	0	47	0	13	$152,054	No	$397,028	Yes	M	Masters	Lawyer	39	Private	$17,670	10	Van	yes	$0	0	No	0	14	Highly Urban/ Urban
6794	0	0.00000	0	49	0	7	$44,316	No	$0	z_No	z_F	z_High School	Clerical	24	Private	$11,490	6	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
6795	0	0.00000	0	54	0	13		No	$305,391	Yes	M	Bachelors	Manager	18	Private	$1,500	4	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
6796	1	3662.00000	0	48	1	10	$33,332	No	$104,797	Yes	z_F	<High School	Clerical	24	Commercial	$26,710	3	Pickup	no	$0	0	No	0	7	Highly Urban/ Urban
6797	0	0.00000	0	49	0	14	$172,229	No	$388,586	Yes	M	PhD	Doctor	17	Private	$18,720	4	Van	yes	$0	0	No	0	8	Highly Urban/ Urban
6801	1	2299.00000	0	50	0	13	$36,504	No	$209,726	z_No	z_F	<High School	z_Blue Collar	35	Private	$10,150	10	z_SUV	no	$10,658	1	No	4	3	Highly Urban/ Urban
6803	0	0.00000	0	51	0	12	$14,581	No	$138,114	Yes	z_F	<High School	Clerical	50	Private	$2,960	6	Sports Car	no	$0	0	No	3	7	z_Highly Rural/ Rural
6804	0	0.00000	0	61	0	11	$78,143	No	$0	z_No	M	PhD	Manager	20	Private	$21,670	1	Van	yes	$0	0	No	0	19	Highly Urban/ Urban
6805	0	0.00000	1	43	1	12	$53,455	No	$200,230	Yes	M	z_High School	Clerical	13	Private	$16,120	1	Minivan	yes	$0	0	No	1	1	z_Highly Rural/ Rural
6806	1	2518.00000	0	32	2	9	$19,063	Yes	$0	z_No	z_F	<High School	Clerical	32	Private	$8,190	6	Sports Car	no	$2,892	3	No	6	3	Highly Urban/ Urban
6807	1	85523.65335	0	39	0	10	$92,264	No	$0	z_No	z_F	Bachelors	Professional	53	Private	$22,830	10	Sports Car	no	$10,011	1	No	1	1	Highly Urban/ Urban
6810	1	4758.00000	0	49	0	11	$34,390	No	$0	z_No	z_F	Bachelors	z_Blue Collar	31	Commercial	$6,300	1	Sports Car	no	$6,041	4	No	4	9	z_Highly Rural/ Rural
6811	0	0.00000	0	48	0	NA	$151,853	No	$440,392	Yes	M	PhD		66	Commercial	$29,130	1	Panel Truck	yes	$3,004	2	No	6	11	Highly Urban/ Urban
6813	0	0.00000	0	45	2	0	$0	Yes	$0	z_No	M	Bachelors	Student	63	Commercial	$6,000	1	Minivan	yes	$0	0	Yes	0	1	z_Highly Rural/ Rural
6815	0	0.00000	0	48	0	5	$97,212	No	$331,961	z_No	M	Bachelors	z_Blue Collar	51	Commercial	$1,500	4	Minivan	yes	$0	0	No	3	8	Highly Urban/ Urban
6817	0	0.00000	0	51	0	12	$25,953	No	$148,167	z_No	M	z_High School	Clerical	45	Private	$13,730	4	Minivan	no	$3,053	1	No	4	1	Highly Urban/ Urban
6818	1	7698.00000	0	46	0	12	$217,967	No		z_No	M	PhD		42	Commercial	$33,500	4	Panel Truck	yes	$0	0	Yes	1	9	Highly Urban/ Urban
6819	0	0.00000	0	61	0	NA	$47,029	No	$148,560	z_No	M	Bachelors	Professional	30	Private	$12,300	13	z_SUV	no	$40,923	1	No	0	1	Highly Urban/ Urban
6820	0	0.00000	0	50	0	9	$96,243	No	$288,973	Yes	M	Bachelors	z_Blue Collar	19	Commercial	$16,120	4	Minivan	yes	$1,092	1	No	4	9	Highly Urban/ Urban
6821	0	0.00000	0	54	0	10	$171,157	No	$466,984	Yes	z_F	PhD	Manager	39	Private	$19,900	3	z_SUV	no	$0	0	No	0	14	Highly Urban/ Urban
6823	0	0.00000	0	52	0	12	$56,508	No	$218,512	Yes	z_F	Bachelors	z_Blue Collar	28	Commercial	$17,280	1	z_SUV	no	$0	0	No	0	11	Highly Urban/ Urban
6824	1	16852.81492	0	56	0	12	$78,291	No	$0	z_No	M	z_High School	z_Blue Collar	38	Commercial	$24,010	11	Panel Truck	yes	$11,445	3	No	5	1	Highly Urban/ Urban
6825	1	5428.00000	1	56	2	0	$0	No	$0	Yes	z_F	z_High School	Student	45	Commercial	$7,100	10	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
6826	1	26312.39953	0	25	1	12	$83,329	Yes	$235,165	z_No	z_F	Bachelors	z_Blue Collar	17	Commercial	$5,120	1	z_SUV	no	$4,336	2	No	0	8	Highly Urban/ Urban
6827	0	0.00000	0	43	2	13	$27,684	No	$121,310	Yes	M	Masters	Lawyer	11	Private	$13,250	10	Minivan	yes	$0	0	No	0	10	Highly Urban/ Urban
6828	1	2391.00000	0	41	1	13	$69,777	No	$231,278	Yes	z_F	Bachelors	Manager	25	Private	$12,980	1	Minivan	no	$0	0	No	4	10	Highly Urban/ Urban
6830	0	0.00000	0	43	2	10	$21,189	No	$130,494	Yes	z_F	<High School	Clerical	47	Private	$30,330	4	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
6831	1	4538.00000	0	57	0	14	$37,694	No	$175,270	Yes	M	<High School	z_Blue Collar	45	Private	$10,970	1	Pickup	no	$5,653	3	No	2	6	Highly Urban/ Urban
6832	1	5725.00000	0	53	0	0	$0	No	$0	Yes	z_F	z_High School	Student	22	Commercial	$40,100	7	Panel Truck	no	$27,795	2	Yes	2	4	Highly Urban/ Urban
6833	0	0.00000	0	41	0	0	$0	No	$0	Yes	z_F	z_High School	Student	13	Private	$11,320	4	z_SUV	no	$0	0	No	0	5	z_Highly Rural/ Rural
6835	1	2483.00000	0	35	0	9	$32,494	No	$124,012	z_No	z_F	z_High School	Clerical	14	Private	$20,140	1	z_SUV	no	$5,105	2	No	7	8	Highly Urban/ Urban
6837	1	807.00000	0	47	0	10	$55,183	No	$0	z_No	M	Bachelors	z_Blue Collar	26	Commercial	$7,020	1	Minivan	no	$0	0	No	2	15	Highly Urban/ Urban
6838	0	0.00000	0	63	0	15	$29,128	No	$184,516	Yes	z_F	z_High School	Clerical	39	Private	$32,440	18	Minivan	no	$0	0	No	1	10	Highly Urban/ Urban
6841	0	0.00000	0	53	0	11	$47,264	No	$215,249	Yes	M	Bachelors	Professional	36	Private	$11,530	10	Pickup	no	$0	0	No	2	11	Highly Urban/ Urban
6842	0	0.00000	0	49	0	15	$60,527	No	$203,057	Yes	M	Bachelors	Professional	25	Private	$14,620	1	Minivan	no	$7,324	1	No	4	6	Highly Urban/ Urban
6844	1	5400.00000	0	65	0	12	$60,349	No	$247,580	Yes	M	Masters	Lawyer	40	Private	$14,030	6	Sports Car	yes	$0	0	Yes	1	10	Highly Urban/ Urban
6845	0	0.00000	0	40	0	13		No	$199,444	Yes	z_F	z_High School	Home Maker	5	Private	$20,030	6	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
6847	1	3125.00000	0	39	0	13	$3,241	No	$100,093	Yes	z_F	<High School	Home Maker	16	Private	$5,720	1	z_SUV	no	$0	0	No	0	6	Highly Urban/ Urban
6849	1	5689.00000	0	35	2	14	$114,506	Yes	$293,583	z_No	z_F	PhD	Lawyer	54	Private	$16,450	3	Minivan	no	$11,156	2	No	2	16	Highly Urban/ Urban
6850	0	0.00000	0	35	4	14	$22,533	Yes	$111,447	z_No	z_F	<High School	Clerical	25	Private	$13,490	1	z_SUV	no	$0	0	No	1	4	z_Highly Rural/ Rural
6851	0	0.00000	0	40	3	13	$57,137	No	$197,882	Yes	z_F	Bachelors	z_Blue Collar	24	Commercial	$21,520	6	Minivan	no	$0	0	No	0	9	z_Highly Rural/ Rural
6853	1	2927.00000	0	18	2	14	$479	No	$0	Yes	z_F	z_High School	Student	20	Private	$7,940	6	Sports Car	yes	$4,922	3	No	4	9	Highly Urban/ Urban
6854	0	0.00000	0	46	0	16	$100,888	No	$277,621	Yes	z_F	PhD	Doctor	12	Private	$16,190	10	z_SUV	no	$0	0	No	2	11	Highly Urban/ Urban
6855	0	0.00000	0	64	0	13	$93,064	No	$271,134	Yes	M	PhD	Doctor	32	Private	$18,710	11	z_SUV	yes	$5,757	2	No	0	17	Highly Urban/ Urban
6857	0	0.00000	0	23	0	9	$34,811	No	$0	z_No	M	PhD	Manager	27	Private	$15,620	1	Minivan	yes	$7,170	3	No	1	23	Highly Urban/ Urban
6858	0	0.00000	1	37	3	11	$49,500	Yes	$178,997	z_No	M	<High School	Clerical	5	Private	$6,450	17	Pickup	yes	$999	3	No	2	7	Highly Urban/ Urban
6859	0	0.00000	0	42	0	6	$95,538	No	$0	z_No	M	PhD	Doctor	19	Private	$9,840	15	Minivan	yes	$2,315	2	No	5	19	Highly Urban/ Urban
6861	1	4506.00000	0	45	3	17	$35,457	No	$203,037	Yes	M	Masters		51	Commercial	$19,680	3	Van	no	$6,279	1	No	2	16	Highly Urban/ Urban
6862	0	0.00000	0	43	0	14	$35,647	No	$194,536	Yes	z_F	z_High School	Clerical	58	Private	$14,250	1	z_SUV	no	$0	0	No	0	8	z_Highly Rural/ Rural
6863	0	0.00000	0	43	0	7	$50,491	No	$240,774	Yes	M	Masters		57	Commercial	$16,500	4	Van	no	$0	0	No	0	10	Highly Urban/ Urban
6864	0	0.00000	0	36	0	9	$24,652	No	$101,872	Yes	z_F	Bachelors	Home Maker	11	Private	$7,570	7	z_SUV	no	$4,615	2	No	0	7	Highly Urban/ Urban
6865	0	0.00000	0	37	0	9	$136,306	No	$0	z_No	M	Masters	Professional	64	Private	$11,640	1	Pickup	no	$8,939	3	No	4	16	Highly Urban/ Urban
6867	0	0.00000	0	53	0	14	$122,959	No	$342,426	z_No	M	PhD	Doctor	33	Private	$21,830	7	Van	yes	$0	0	No	0	20	Highly Urban/ Urban
6868	0	0.00000	0	50	0	NA	$11,888	No	$0	z_No	z_F	z_High School	Student	34	Commercial	$7,690	6	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
6869	0	0.00000	0	37	2	10	$103,620	No	$288,628	Yes	M	Bachelors	Professional	23	Private	$24,230	1	Minivan	yes	$0	0	Yes	0	NA	Highly Urban/ Urban
6871	0	0.00000	0	50	0	NA	$152,283	No	$441,904	Yes	z_F	PhD	Manager	12	Private	$16,650	1	z_SUV	no	$0	0	No	0	18	Highly Urban/ Urban
6872	0	0.00000	3	45	3	15	$32,089	No	$156,060	Yes	M	<High School	Clerical	34	Commercial	$9,210	1	Pickup	yes	$5,823	1	No	5	1	Highly Urban/ Urban
6873	0	0.00000	0	55	0	13	$51,314	No	$164,516	z_No	M	<High School	z_Blue Collar	36	Private	$12,130	6	Pickup	yes	$7,038	2	No	2	1	Highly Urban/ Urban
6874	0	0.00000	2	43	3	13	$48,778	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	85	Commercial	$6,380	21	Sports Car	no	$0	0	No	0	11	z_Highly Rural/ Rural
6875	0	0.00000	0	34	3	0	$0	No	$58,946	Yes	z_F	z_High School	Home Maker	11	Private	$3,210	1	Sports Car	no	$0	0	Yes	0	9	Highly Urban/ Urban
6876	0	0.00000	0	36	2	14	$80,765	No	$191,252	Yes	M	Masters	Lawyer	29	Private	$17,630	7	Van	yes	$6,988	4	No	0	9	Highly Urban/ Urban
6877	1	3317.00000	2	36	3	0	$0	No	$0	Yes	M	z_High School	Student	13	Commercial	$5,100	7	Pickup	yes	$0	0	No	2	1	Highly Urban/ Urban
6879	1	5322.00000	0	50	0	12	$134,888	No	$319,144	z_No	M	Masters		45	Commercial	$22,160	1	Van	yes	$41,742	1	Yes	4	18	Highly Urban/ Urban
6881	0	0.00000	0	42	0	6	$71,797	No	$0	z_No	z_F	Masters	Lawyer	36	Private	$25,200	4	Pickup	no	$0	0	No	3	15	Highly Urban/ Urban
6882	0	0.00000	0	56	0	12	$138,173	No	$0	z_No	M	PhD	Doctor	29	Private	$15,370	1	Minivan	yes	$7,876	3	No	3	7	Highly Urban/ Urban
6883	1	5253.00000	0	40	1	NA	$41,356	Yes	$136,345	z_No	z_F	z_High School	z_Blue Collar	13	Commercial	$9,640	4	z_SUV	no	$2,951	2	Yes	8	1	Highly Urban/ Urban
6884	1	3321.00000	0	40	3	16	$92,951	No	$280,562	Yes	M	z_High School	z_Blue Collar	25	Commercial	$5,500	13	Pickup	yes	$0	0	No	0	10	Highly Urban/ Urban
6886	0	0.00000	0	47	0	6	$22,181	No	$136,274	Yes	z_F	z_High School	z_Blue Collar	24	Commercial	$16,720	1	z_SUV	no	$0	0	No	1	8	Highly Urban/ Urban
6887	0	0.00000	0	46	0	8	$72,207	No	$242,596	Yes	z_F	Masters	Professional	32	Private	$16,760	17	Minivan	no	$0	0	No	1	8	Highly Urban/ Urban
6888	1	7359.00000	0	60	0	14	$36,730	No		Yes	M	Masters	Professional	28	Commercial	$21,360	1	Van	yes	$0	0	Yes	5	10	Highly Urban/ Urban
6889	1	595.00000	0	43	0	11	$40,754	No	$160,597	Yes	M	Bachelors	Professional	21	Commercial	$9,880	4	Pickup	no	$0	0	No	2	9	Highly Urban/ Urban
6890	1	4970.00000	0	50	0	14		No		Yes	z_F	Bachelors	Home Maker	26	Private	$18,700	1	Pickup	no	$0	0	No	0	14	Highly Urban/ Urban
6891	0	0.00000	0	54	0	13	$67,723	No	$0	z_No	M	Bachelors	z_Blue Collar	24	Commercial	$14,800	6	Minivan	no	$0	0	No	0	9	Highly Urban/ Urban
6892	1	4367.00000	0	36	0	10	$15,927	No	$130,924	Yes	M	z_High School	Student	24	Commercial	$6,900	1	Pickup	yes	$0	0	No	3	1	z_Highly Rural/ Rural
6893	1	5987.00000	0	33	1	NA	$0	No	$58,710	Yes	z_F	Bachelors	Student	24	Private	$11,190	6	Pickup	yes	$1,332	2	No	6	13	Highly Urban/ Urban
6894	0	0.00000	0	38	0	9	$30,483	No	$148,848	Yes	z_F	<High School	Clerical	27	Private	$14,410	1	Minivan	no	$0	0	No	2	6	z_Highly Rural/ Rural
6895	0	0.00000	0	50	0	16	$90,015	No	$265,405	Yes	z_F	Masters	Professional	49	Private	$6,500	1	z_SUV	no	$41,886	1	No	2	15	Highly Urban/ Urban
6896	0	0.00000	0	54	0	14	$151,741	No	$401,846	Yes	z_F	PhD	Manager	37	Private	$29,620	10	Minivan	no	$0	0	No	3	14	Highly Urban/ Urban
6898	0	0.00000	0	50	0	12	$88,484	No	$277,535	Yes	z_F	Bachelors	z_Blue Collar	42	Commercial	$10,350	1	Minivan	no	$3,068	2	No	4	12	Highly Urban/ Urban
6899	0	0.00000	0	39	3	14	$23,676	No		Yes	z_F	<High School	Clerical	38	Private	$15,210	6	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
6900	0	0.00000	0	53	0	16	$48,953	No	$209,234	Yes	z_F	Bachelors	Professional	19	Private	$9,990	1	z_SUV	no	$5,441	3	No	5	9	Highly Urban/ Urban
6901	0	0.00000	0	40	0	10	$8,519	No	$0	z_No	M	<High School	Clerical	37	Private	$14,760	1	Minivan	yes	$0	0	No	1	1	Highly Urban/ Urban
6903	0	0.00000	0	35	0	0	$0	No	$0	z_No	M	z_High School	Student	34	Private	$9,240	9	Pickup	yes	$5,365	2	No	0	1	Highly Urban/ Urban
6905	0	0.00000	0	39	0	12	$40,337	No	$200,448	Yes	z_F	Masters	Lawyer	14	Private	$6,130	4	Sports Car	no	$0	0	No	2	NA	Highly Urban/ Urban
6906	0	0.00000	0	63	0	14	$33,872	No	$160,972	Yes	M	PhD	Doctor	36	Private	$22,580	6	Sports Car	yes	$11,337	1	No	1	15	Highly Urban/ Urban
6908	0	0.00000	1	40	2	14	$18,631	No		Yes	z_F	z_High School	Student	41	Private	$5,300	1	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
6910	1	979.00000	3	56	3	18	$67,745	No	$288,257	Yes	z_F	Bachelors	Manager	35	Private	$13,870	1	z_SUV	no	$5,691	2	No	9	11	Highly Urban/ Urban
6911	0	0.00000	0	48	0	13	$57,368	No	$210,206	Yes	M	z_High School	z_Blue Collar	33	Commercial	$19,960	6	Van	no	$8,639	3	No	4	1	Highly Urban/ Urban
6912	1	2964.00000	0	35	2	10	$71,827	No	$193,298	Yes	M	z_High School	z_Blue Collar	46	Commercial	$22,460	3	Van	no	$6,029	1	No	7	10	Highly Urban/ Urban
6913	0	0.00000	0	51	0	10	$36,334	No	$161,166	z_No	z_F	z_High School	Clerical	19	Private	$10,410	5	z_SUV	no	$0	0	No	1	9	z_Highly Rural/ Rural
6916	0	0.00000	0	39	2	12	$33,472	No	$158,296	Yes	M	<High School	Clerical	24	Commercial	$11,550	10	Pickup	yes	$0	0	No	0	5	Highly Urban/ Urban
6917	0	0.00000	0	50	0	0	$0	No	$0	z_No	z_F	Masters	Home Maker	20	Private	$6,500	13	z_SUV	no	$0	0	No	0	17	Highly Urban/ Urban
6918	0	0.00000	1	42	1	9	$53,156	No		Yes	z_F	<High School	z_Blue Collar	78	Commercial	$12,850	1	Pickup	no	$0	0	No	3	6	z_Highly Rural/ Rural
6919	0	0.00000	0	41	1	13		No	$88,942	Yes	M	<High School	Clerical	7	Private	$2,770	7	Minivan	no	$0	0	Yes	0	1	Highly Urban/ Urban
6920	1	3396.00000	0	45	0	13	$65,442	No	$209,679	z_No	M	z_High School	z_Blue Collar	33	Commercial	$22,420	1	Van	yes	$27,497	1	Yes	1	8	Highly Urban/ Urban
6921	0	0.00000	0	37	4	15	$31,874	Yes	$0	z_No	M	z_High School	Clerical	19	Private	$16,780	7	Van	yes	$0	0	Yes	0	9	Highly Urban/ Urban
6923	1	3745.00000	0	49	0	11	$51,371	No	$208,185	Yes	M	z_High School	z_Blue Collar	64	Commercial	$23,360	6	Panel Truck	yes	$4,963	3	No	3	7	Highly Urban/ Urban
6925	1	4910.00000	0	33	2	0	$0	Yes	$0	z_No	M	z_High School	Student	10	Commercial	$13,930	10	Minivan	yes	$2,711	2	No	5	10	Highly Urban/ Urban
6926	0	0.00000	0	44	1	17	$9,189	No	$73,828	Yes	z_F	<High School	Clerical	33	Private	$6,820	9	z_SUV	no	$0	0	No	2	6	Highly Urban/ Urban
6927	0	0.00000	0	34	4	17	$96,579	No	$232,823	Yes	z_F	Bachelors	z_Blue Collar	54	Commercial	$15,890	3	Minivan	no	$0	0	No	1	9	z_Highly Rural/ Rural
6928	0	0.00000	0	44	0	11	$5,011	No	$132,606	Yes	M	z_High School	Student	56	Private	$6,100	10	Pickup	no	$0	0	No	2	1	Highly Urban/ Urban
6929	0	0.00000	0	56	0	12	$69,620	No	$0	z_No	z_F	Masters	Lawyer	38	Private	$21,940	1	Minivan	no	$0	0	No	3	7	Highly Urban/ Urban
6930	1	2444.00000	0	22	3	10	$3,461	Yes	$0	z_No	M	z_High School	Student	13	Commercial	$9,360	1	Pickup	no	$0	0	No	7	7	Highly Urban/ Urban
6931	0	0.00000	0	37	2	11	$36,073	No		Yes	M	<High School	Clerical	32	Private	$8,810	1	Pickup	yes	$0	0	No	0	6	Highly Urban/ Urban
6932	0	0.00000	0	28	1	12		No	$135,899	Yes	z_F	Bachelors	Home Maker	42	Private	$13,070	1	z_SUV	no	$4,302	1	No	6	4	Highly Urban/ Urban
6935	1	38377.59329	0	49	0	9	$107,150	No	$0	z_No	M	Bachelors	z_Blue Collar	46	Commercial	$17,280	1	Van	yes	$3,780	2	No	5	7	Highly Urban/ Urban
6936	0	0.00000	0	42	0	12	$137,417	No	$385,800	Yes	M	Masters		38	Commercial	$19,440	4	Van	no	$24,520	3	No	6	13	Highly Urban/ Urban
6937	0	0.00000	0	42	3	12	$84,185	No	$265,289	Yes	z_F	Bachelors	Professional	32	Private	$9,920	4	z_SUV	no	$0	0	No	4	7	Highly Urban/ Urban
6938	0	0.00000	0	54	0	6	$35,167	No	$176,773	Yes	z_F	z_High School	Clerical	31	Private	$14,310	1	z_SUV	no	$35,800	1	Yes	0	5	z_Highly Rural/ Rural
6939	0	0.00000	0	66	0	10	$86,112	No	$278,597	Yes	M	Masters	Manager	18	Private	$27,690	10	z_SUV	yes	$0	0	No	0	9	Highly Urban/ Urban
6940	0	0.00000	0	36	2	NA	$98,311	Yes	$0	z_No	z_F	Bachelors	Manager	5	Private	$27,620	9	Minivan	no	$0	0	No	1	13	Highly Urban/ Urban
6942	0	0.00000	0	46	0	8	$75,614	No	$188,804	Yes	M	Masters	Manager	35	Private	$16,010	1	Minivan	yes	$0	0	No	2	14	Highly Urban/ Urban
6943	1	4740.00000	0	45	0	13	$8,027	No	$0	Yes	M	z_High School	Student	55	Commercial	$35,500	4	Panel Truck	no	$4,600	2	No	2	1	Highly Urban/ Urban
6944	1	1153.00000	2	41	2	0	$0	Yes	$0	z_No	z_F	Masters	Lawyer	19	Private	$11,100	1	Sports Car	no	$0	0	Yes	3	17	Highly Urban/ Urban
6945	1	2639.27718	1	48	1	11	$84,042	No	$263,403	Yes	z_F	Masters	Lawyer	55	Private	$6,300	4	Sports Car	no	$4,596	1	No	2	20	Highly Urban/ Urban
6946	1	1366.00000	0	51	0	NA	$76,916	No	$255,588	Yes	z_F	Masters	Professional	20	Private	$14,290	7	z_SUV	no	$11,365	5	No	4	5	Highly Urban/ Urban
6947	0	0.00000	0	47	0	9	$67,433	No	$155,700	Yes	M	Bachelors	Professional	38	Private	$12,940	1	Minivan	yes	$0	0	No	0	4	Highly Urban/ Urban
6948	0	0.00000	0	39	0	11	$88,497	No	$295,232	Yes	M	Masters		29	Commercial	$27,820	6	Panel Truck	yes	$19,852	1	No	0	21	Highly Urban/ Urban
6949	1	4485.00000	0	49	0	13	$43,560	No	$174,690	Yes	M	Bachelors	Clerical	35	Private	$10,760	6	Pickup	yes	$6,675	1	No	3	7	Highly Urban/ Urban
6950	0	0.00000	0	49	0	12	$16,156	No	$65,017	Yes	z_F	z_High School	Home Maker	31	Private	$19,410	10	Minivan	no	$0	0	No	0	8	z_Highly Rural/ Rural
6951	0	0.00000	0	57	0	9	$38,767	No	$165,360	Yes	z_F	z_High School	z_Blue Collar	59	Private	$24,620	1	Pickup	no	$0	0	No	0	8	Highly Urban/ Urban
6952	0	0.00000	0	35	2	14	$77,303	No	$206,251	Yes	M	Bachelors	Professional	13	Commercial	$16,880	11	Van	yes	$0	0	No	0	14	Highly Urban/ Urban
6953	0	0.00000	0	48	0	10	$111,305	No	$0	z_No	z_F	PhD	Doctor	59	Private	$8,260	4	Sports Car	no	$6,682	3	No	3	18	Highly Urban/ Urban
6954	0	0.00000	0	29	1	NA	$90,053	No	$235,649	Yes	z_F	Masters	Professional	30	Private	$17,930	7	z_SUV	no	$0	0	No	0	17	Highly Urban/ Urban
6955	0	0.00000	0	48	0	10	$129,215	No	$323,491	Yes	M	Masters		23	Commercial	$23,420	4	Panel Truck	no	$0	0	Yes	0	12	Highly Urban/ Urban
6956	0	0.00000	0	52	0	10	$161,741	No	$427,283	Yes	M	PhD		37	Commercial	$10,090	3	Pickup	yes	$0	0	No	0	11	Highly Urban/ Urban
6958	0	0.00000	0	44	1	11	$234,282	No	$567,615	Yes	M	PhD		45	Commercial	$24,900	4	Panel Truck	no	$0	0	No	0	12	Highly Urban/ Urban
6959	0	0.00000	0	52	0	15	$37,626	No	$162,387	Yes	M	<High School	z_Blue Collar	46	Commercial	$10,460	6	Pickup	yes	$0	0	No	0	NA	Highly Urban/ Urban
6961	0	0.00000	0	40	0	9	$76,668	No	$268,878	z_No	M	Bachelors	Manager	46	Private	$13,970	1	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
6962	1	3231.00000	0	53	0	15	$55,659	No	$235,880	Yes	M	z_High School	z_Blue Collar	70	Commercial	$12,370	11	Minivan	yes	$0	0	No	1	1	Highly Urban/ Urban
6963	0	0.00000	0	57	0	11	$209,787	No	$0	z_No	z_F	Masters	Lawyer	23	Private	$41,030	1	Van	no	$0	0	No	0	12	Highly Urban/ Urban
6964	1	5434.00000	2	45	2	12	$61,705	Yes	$217,907	z_No	M	z_High School	z_Blue Collar	68	Commercial	$16,710	3	Minivan	yes	$3,618	3	No	0	1	Highly Urban/ Urban
6965	0	0.00000	0	48	0	12	$94,460	No	$250,808	Yes	M	Masters		36	Commercial	$42,020	13	Panel Truck	no	$0	0	No	1	14	Highly Urban/ Urban
6966	0	0.00000	0	51	0	10	$117,791	No	$343,849	z_No	M	PhD		42	Commercial	$18,380	4	Van	yes	$8,947	3	No	7	16	Highly Urban/ Urban
6967	0	0.00000	0	48	0	12	$90,990	No	$0	z_No	M	Bachelors	Manager	5	Commercial	$23,590	10	Panel Truck	yes	$3,079	3	No	4	10	Highly Urban/ Urban
6968	1	2662.00000	0	39	2	10	$30,618	No	$157,285	Yes	M	z_High School	z_Blue Collar	44	Commercial	$8,460	4	Pickup	yes	$6,403	2	No	4	1	Highly Urban/ Urban
6970	1	2462.00000	1	48	1	14	$12,981	Yes	$142,714	z_No	z_F	Masters	Lawyer	40	Private	$7,600	4	Sports Car	no	$11,681	2	No	5	14	Highly Urban/ Urban
6971	0	0.00000	0	45	0	11	$118,996	No	$292,222	Yes	z_F	<High School	z_Blue Collar	45	Private	$19,510	1	z_SUV	no	$0	0	No	3	1	Highly Urban/ Urban
6972	0	0.00000	0	45	0	12	$71,076	No	$216,234	Yes	z_F	Bachelors	Professional	19	Private	$8,610	5	z_SUV	no	$3,300	1	No	2	NA	Highly Urban/ Urban
6973	1	594.00000	0	35	2	17	$50,879	No	$217,901	Yes	z_F	Bachelors	z_Blue Collar	60	Commercial	$17,890	3	Minivan	no	$0	0	No	0	13	Highly Urban/ Urban
6974	0	0.00000	0	53	0	11	$64,513	No	$204,500	Yes	M	Bachelors	z_Blue Collar	35	Commercial	$15,860	10	Minivan	yes	$0	0	No	0	8	Highly Urban/ Urban
6976	1	714.00000	0	24	4	12	$803	Yes	$114,965	z_No	z_F	<High School	Home Maker	69	Private	$3,980	7	Sports Car	no	$1,391	2	No	0	6	Highly Urban/ Urban
6977	0	0.00000	0	48	0	12	$7,716	No	$59,860	Yes	M	<High School	Student	54	Commercial	$9,070	1	Pickup	yes	$0	0	No	1	NA	Highly Urban/ Urban
6978	1	1107.00000	0	51	0	11	$51,041	No	$0	z_No	z_F	Masters	Lawyer	41	Private	$20,580	1	z_SUV	no	$0	0	Yes	3	17	Highly Urban/ Urban
6979	0	0.00000	0	48	0	10	$66,026	No	$167,796	z_No	z_F	Masters		34	Commercial	$35,850	1	Pickup	no	$0	0	No	3	16	Highly Urban/ Urban
6981	0	0.00000	1	39	3	14	$41,376	No	$176,065	Yes	z_F	z_High School	Clerical	58	Private	$21,390	11	z_SUV	no	$2,743	2	No	4	5	Highly Urban/ Urban
6982	0	0.00000	0	43	2	7	$5,352	No	$60,715	Yes	z_F	z_High School	Home Maker	61	Private	$8,560	1	z_SUV	no	$0	0	No	0	10	z_Highly Rural/ Rural
6984	0	0.00000	0	50	0	6	$67,488	No	$206,632	Yes	M	Bachelors	Manager	52	Private	$19,300	10	Van	no	$0	0	No	0	6	Highly Urban/ Urban
6985	0	0.00000	0	38	1	8	$32,725	No	$178,282	Yes	z_F	Bachelors	z_Blue Collar	5	Commercial	$8,570	4	z_SUV	no	$0	0	No	0	13	Highly Urban/ Urban
6986	0	0.00000	0	50	0	NA	$46,045	No	$191,891	Yes	M	Bachelors	Manager	35	Commercial	$11,100	10	Pickup	no	$0	0	No	0	13	Highly Urban/ Urban
6988	1	3698.00000	0	41	0	13	$57,615	No	$181,310	Yes	M	Bachelors	z_Blue Collar	37	Commercial	$18,510	4	Van	yes	$9,986	1	No	2	9	Highly Urban/ Urban
6989	0	0.00000	0	36	0	3	$17,884	No	$114,530	Yes	M	<High School	z_Blue Collar	37	Commercial	$12,800	13	Minivan	no	$0	0	No	1	1	z_Highly Rural/ Rural
6990	0	0.00000	0	40	2	12	$133,776	No	$374,317	Yes	z_F	z_High School	z_Blue Collar	29	Private	$20,720	4	Minivan	no	$0	0	No	0	5	Highly Urban/ Urban
6991	0	0.00000	0	50	0	11	$43,937	No	$132,130	z_No	z_F	Bachelors	Home Maker	42	Private	$5,890	3	z_SUV	no	$20,627	3	Yes	0	NA	Highly Urban/ Urban
6992	0	0.00000	1	45	2	0	$0	No	$129,814	Yes	M	z_High School	Student	87	Private	$1,500	7	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
6993	0	0.00000	0	48	0	12	$45,085	No	$188,770	Yes	z_F	Masters	Manager	31	Private	$10,810	4	z_SUV	no	$0	0	Yes	2	16	Highly Urban/ Urban
6995	0	0.00000	0	40	3	11	$4,026	Yes	$0	z_No	z_F	<High School	Student	30	Private	$5,900	3	z_SUV	no	$4,006	1	No	3	1	Highly Urban/ Urban
6996	0	0.00000	1	38	2	11	$26,263	No	$125,375	Yes	z_F	z_High School	Clerical	41	Private	$5,300	4	Sports Car	no	$0	0	No	1	9	Highly Urban/ Urban
6998	0	0.00000	1	41	2	10	$32,057	No	$166,326	Yes	z_F	z_High School	Clerical	20	Private	$8,810	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
6999	1	34991.68154	2	43	3	13		No	$356,585	Yes	M	Masters		49	Commercial	$28,200	1	Panel Truck	yes	$6,013	2	No	0	8	Highly Urban/ Urban
7000	0	0.00000	1	44	3	12	$81,476	Yes	$243,539	z_No	M	z_High School	Professional	23	Private	$15,310	1	Minivan	yes	$0	0	No	1	1	Highly Urban/ Urban
7001	1	8671.00000	0	42	0	9	$44,059	No	$206,758	Yes	z_F	<High School	z_Blue Collar	62	Private	$5,800	4	z_SUV	no	$0	0	No	2	1	Highly Urban/ Urban
7003	0	0.00000	0	46	0	12	$51,402	No		z_No	z_F	Bachelors	Professional	49	Commercial	$27,010	7	Pickup	no	$6,987	1	No	0	19	Highly Urban/ Urban
7004	1	23139.07987	0	59	0	12	$55,693	No		z_No	z_F	Bachelors	z_Blue Collar	40	Commercial	$22,930	6	Pickup	no	$7,089	3	No	4	4	Highly Urban/ Urban
7005	0	0.00000	2	44	4	0	$0	No	$0	Yes	z_F	z_High School	Student	46	Private	$7,030	4	z_SUV	no	$0	0	No	2	9	z_Highly Rural/ Rural
7006	0	0.00000	0	50	0	10	$67,060	No		z_No	M	z_High School	Professional	19	Commercial	$25,660	6	Panel Truck	yes	$8,272	3	No	3	1	Highly Urban/ Urban
7007	0	0.00000	0	49	0	7	$18,142	No	$118,774	z_No	M	<High School	Clerical	29	Private	$11,900	6	Pickup	no	$0	0	No	0	6	z_Highly Rural/ Rural
7008	0	0.00000	0	48	0	8	$79,637	No	$199,180	Yes	M	<High School	z_Blue Collar	27	Commercial	$30,120	1	Panel Truck	no	$0	0	No	2	6	z_Highly Rural/ Rural
7009	0	0.00000	0	52	0	15		No	$164,119	Yes	M	<High School	Clerical	37	Commercial	$16,720	10	Van	yes	$5,087	3	No	3	7	z_Highly Rural/ Rural
7011	0	0.00000	0	30	4	0	$0	No	$62,607	Yes	z_F	z_High School	Home Maker	40	Private	$15,210	10	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
7012	0	0.00000	0	48	0	12	$88,392	No	$237,486	Yes	M	Masters		24	Commercial	$30,630	4	Panel Truck	no	$0	0	No	0	17	Highly Urban/ Urban
7013	1	3824.00000	0	47	0	6	$22,358	No	$0	z_No	z_F	z_High School	Clerical	19	Private	$19,840	1	z_SUV	no	$5,341	2	No	8	1	Highly Urban/ Urban
7014	0	0.00000	0	42	1	10		Yes	$342,728	z_No	M	Masters		36	Commercial	$28,840	10	Panel Truck	no	$0	0	No	0	12	Highly Urban/ Urban
7016	0	0.00000	0	44	0	13	$116,675	No	$353,981	Yes	z_F	Masters	Manager	24	Private	$26,770	1	Minivan	no	$0	0	No	5	11	Highly Urban/ Urban
7017	1	8622.52238	0	34	2	9	$33,538	Yes	$0	z_No	M	<High School	z_Blue Collar	29	Commercial	$16,380	3	Van	yes	$7,564	3	No	6	1	Highly Urban/ Urban
7018	0	0.00000	0	46	0	12	$35,852	No	$142,093	Yes	M	<High School	z_Blue Collar	21	Commercial	$21,100	1	Van	no	$11,214	3	No	0	NA	Highly Urban/ Urban
7020	0	0.00000	0	65	0	15	$131,232	No	$374,391	Yes	M	Masters	Lawyer	36	Private	$15,970	3	z_SUV	yes	$0	0	No	0	19	Highly Urban/ Urban
7021	0	0.00000	0	56	0	14	$94,712	No	$271,338	z_No	M	Masters		12	Commercial	$21,950	10	Van	yes	$0	0	No	0	12	Highly Urban/ Urban
7023	1	5097.00000	0	57	0	12	$70,400	No	$0	z_No	M	Bachelors	Manager	16	Commercial	$30,390	17	Panel Truck	no	$0	0	No	0	10	Highly Urban/ Urban
7024	0	0.00000	0	51	0	12		No	$327,654	Yes	M	Bachelors	Manager	49	Commercial	$31,380	3	Panel Truck	yes	$0	0	No	0	9	Highly Urban/ Urban
7026	1	7111.00000	0	49	0	6	$61,068	No	$0	z_No	M	z_High School	Professional	21	Commercial	$22,780	1	Panel Truck	yes	$1,105	1	No	5	1	Highly Urban/ Urban
7027	0	0.00000	0	41	0	11	$111,407	No	$320,420	Yes	M	Masters	Professional	33	Commercial	$19,830	1	Van	yes	$0	0	No	1	9	Highly Urban/ Urban
7028	0	0.00000	0	34	2	8		Yes	$114,423	z_No	M	z_High School	z_Blue Collar	16	Commercial	$8,010	1	Pickup	no	$0	0	No	0	1	z_Highly Rural/ Rural
7030	0	0.00000	0	57	1	17	$61,412	No	$224,518	Yes	M	Masters	Manager	15	Private	$14,040	6	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
7032	1	4290.00000	0	40	0	9	$103,903	No	$0	z_No	M	Masters	Lawyer	57	Private	$15,020	6	Minivan	yes	$8,921	1	No	6	14	z_Highly Rural/ Rural
7033	1	4666.00000	0	59	0	11	$39,099	No	$154,311	Yes	M	z_High School	z_Blue Collar	23	Commercial	$21,070	6	Van	no	$0	0	No	0	8	Highly Urban/ Urban
7034	1	2996.00000	0	52	0	9	$39,157	No	$130,089	Yes	M	z_High School	z_Blue Collar	50	Commercial	$22,480	6	Van	no	$1,105	3	No	5	1	Highly Urban/ Urban
7035	0	0.00000	0	45	0	14	$116,603	No	$339,740	Yes	z_F	Masters	Manager	37	Private	$23,860	1	Minivan	no	$0	0	Yes	0	14	Highly Urban/ Urban
7036	0	0.00000	2	45	3	14	$116,415	No	$335,711	Yes	z_F	Bachelors	Professional	38	Commercial	$20,990	1	Pickup	no	$0	0	No	2	11	z_Highly Rural/ Rural
7039	0	0.00000	0	40	0	9	$64,032	No	$0	z_No	M	Masters	Lawyer	43	Private	$15,390	1	Minivan	yes	$0	0	No	0	NA	Highly Urban/ Urban
7040	0	0.00000	1	45	2	11	$93,349	Yes	$0	z_No	z_F	PhD	Doctor	9	Private	$9,920	11	Sports Car	no	$4,354	3	No	1	18	Highly Urban/ Urban
7041	0	0.00000	0	42	0	5	$36,330	No	$185,624	Yes	M	z_High School	Clerical	27	Private	$15,250	4	Minivan	yes	$0	0	No	0	11	z_Highly Rural/ Rural
7042	0	0.00000	0	53	0	0	$0	No	$77,849	Yes	z_F	Bachelors	Home Maker	27	Private	$16,000	16	Pickup	no	$0	0	No	0	8	Highly Urban/ Urban
7044	1	7442.00000	2	39	3	13	$26,694	No	$133,159	Yes	z_F	z_High School	Home Maker	13	Private	$9,210	6	z_SUV	no	$6,848	1	No	0	1	Highly Urban/ Urban
7045	0	0.00000	0	45	0	11	$150,529	No	$0	z_No	M	PhD		32	Commercial	$30,110	1	Panel Truck	yes	$0	0	No	1	17	Highly Urban/ Urban
7046	0	0.00000	0	64	0	10	$36,628	No	$195,006	z_No	M	z_High School	z_Blue Collar	34	Private	$17,670	9	Minivan	yes	$0	0	No	2	9	z_Highly Rural/ Rural
7047	1	1741.31306	0	51	0	4	$67,954	No	$0	z_No	z_F	Masters	Home Maker	53	Private	$22,440	7	z_SUV	no	$8,419	3	No	3	17	Highly Urban/ Urban
7048	0	0.00000	0	52	0	14	$63,399	No	$227,602	Yes	M	Masters		32	Commercial	$30,130	4	Panel Truck	no	$5,653	3	No	2	1	Highly Urban/ Urban
7050	1	13773.36229	2	40	3	12	$91,497	No	$284,313	Yes	M	Bachelors	Professional	37	Commercial	$23,450	17	Panel Truck	no	$0	0	No	2	1	Highly Urban/ Urban
7051	0	0.00000	0	50	0	NA	$99,260	No	$334,108	Yes	M	Masters	Lawyer	29	Private	$20,940	17	Van	no	$0	0	No	4	18	Highly Urban/ Urban
7054	0	0.00000	0	46	0	12	$49,654	No		z_No	z_F	z_High School	z_Blue Collar	7	Private	$15,450	1	Sports Car	no	$0	0	No	0	NA	Highly Urban/ Urban
7055	0	0.00000	0	37	0	12	$49,548	No	$0	z_No	z_F	z_High School	Clerical	29	Private	$6,450	4	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
7058	1	1972.00000	0	52	0	14	$15,512	No	$117,398	z_No	z_F	<High School	z_Blue Collar	52	Private	$26,920	10	z_SUV	no	$0	0	No	2	7	Highly Urban/ Urban
7059	1	8712.00000	2	58	2	NA	$89,240	No	$287,331	Yes	z_F	Masters	Manager	58	Private	$10,420	1	z_SUV	no	$4,528	5	No	3	22	Highly Urban/ Urban
7060	0	0.00000	0	47	0	12	$102,445	No	$364,620	Yes	z_F	Masters	Professional	57	Private	$16,440	17	Minivan	no	$0	0	No	1	10	Highly Urban/ Urban
7061	0	0.00000	0	46	0	11	$174,806	No	$442,158	Yes	M	PhD	Doctor	38	Private	$18,980	1	Minivan	yes	$0	0	No	2	12	Highly Urban/ Urban
7062	0	0.00000	0	47	0	10	$166,325	No	$470,327	z_No	M	Masters	Lawyer	53	Private	$21,970	10	Van	yes	$0	0	No	0	12	Highly Urban/ Urban
7063	0	0.00000	1	63	1	14	$69,277	No	$209,787	Yes	z_F	Bachelors	Professional	39	Private	$14,730	9	z_SUV	no	$0	0	No	0	11	z_Highly Rural/ Rural
7064	1	4390.00000	1	41	2	13	$65,885	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	51	Commercial	$8,090	10	z_SUV	no	$0	0	Yes	2	8	Highly Urban/ Urban
7065	1	3642.59730	0	49	0	13	$51,677	No	$0	z_No	M	z_High School	z_Blue Collar	32	Commercial	$19,390	6	Van	yes	$0	0	No	2	1	Highly Urban/ Urban
7066	0	0.00000	0	58	0	14	$12,931	No	$123,551	Yes	z_F	z_High School	Home Maker	39	Private	$18,110	1	z_SUV	no	$0	0	Yes	0	6	z_Highly Rural/ Rural
7067	0	0.00000	0	49	0	12	$210,235	No	$500,458	z_No	M	PhD	Doctor	36	Private	$18,000	6	Van	no	$0	0	No	0	8	Highly Urban/ Urban
7068	0	0.00000	0	55	0	14	$189,373	No	$453,614	Yes	z_F	Masters	Lawyer	17	Private	$34,770	7	Minivan	no	$0	0	No	1	15	Highly Urban/ Urban
7069	0	0.00000	0	47	0	7	$28,598	No	$102,214	z_No	M	z_High School	Clerical	46	Commercial	$9,060	1	Pickup	yes	$0	0	No	0	7	z_Highly Rural/ Rural
7070	0	0.00000	0	54	1	13	$131,383	No	$371,652	Yes	z_F	Masters	Lawyer	25	Private	$16,030	8	Minivan	no	$0	0	No	0	15	Highly Urban/ Urban
7071	0	0.00000	0	33	3	13	$34,200	Yes	$0	z_No	M	z_High School	Manager	14	Commercial	$6,610	4	Pickup	no	$4,502	1	No	6	1	Highly Urban/ Urban
7072	1	1264.00000	0	51	0	7	$78,329	No	$255,810	Yes	z_F	Bachelors	z_Blue Collar	15	Commercial	$37,070	4	Van	no	$996	3	No	1	11	Highly Urban/ Urban
7073	1	3141.00000	0	59	0	14	$45,594	No	$0	z_No	z_F	z_High School	z_Blue Collar	31	Commercial	$12,570	4	z_SUV	no	$9,015	1	No	0	9	Highly Urban/ Urban
7074	1	1511.00000	0	60	0	15	$8,585	No	$114,615	Yes	z_F	Bachelors	Professional	52	Commercial	$24,900	6	Pickup	no	$2,033	4	No	1	11	Highly Urban/ Urban
7075	1	2641.00000	1	50	1	11	$116,927	Yes	$0	z_No	z_F	PhD	Lawyer	58	Private	$6,300	1	z_SUV	no	$0	0	No	7	12	z_Highly Rural/ Rural
7076	0	0.00000	0	52	0	16	$65,268	No	$288,825	Yes	M	Bachelors	z_Blue Collar	61	Commercial	$15,810	17	Minivan	no	$5,171	2	No	0	1	z_Highly Rural/ Rural
7077	0	0.00000	0	37	0	8	$57,892	No	$169,651	z_No	M	z_High School	z_Blue Collar	29	Commercial	$15,730	9	Minivan	yes	$0	0	No	0	10	Highly Urban/ Urban
7078	0	0.00000	0	49	0	9	$114,679	No	$342,865	Yes	M	Bachelors	Manager	39	Commercial	$17,870	1	Van	no	$0	0	No	0	11	Highly Urban/ Urban
7079	0	0.00000	0	54	0	15	$88,233	No	$260,694	Yes	M	Masters	Lawyer	27	Private	$10,320	12	Pickup	yes	$15,541	2	Yes	3	15	Highly Urban/ Urban
7081	0	0.00000	1	41	2	NA	$0	No	$0	Yes	z_F	<High School	Student	22	Commercial	$9,260	3	z_SUV	no	$0	0	No	3	1	Highly Urban/ Urban
7082	0	0.00000	0	34	2	7	$71,592	Yes	$0	z_No	M	Bachelors	z_Blue Collar	43	Commercial	$31,410	6	Panel Truck	no	$0	0	No	0	13	Highly Urban/ Urban
7083	0	0.00000	2	37	3	NA	$7,093	Yes		z_No	z_F	Bachelors	Student	20	Private	$8,560	13	Pickup	no	$5,489	3	No	3	13	Highly Urban/ Urban
7084	1	4448.00000	0	31	4	12	$41,855	No	$197,553	Yes	z_F	z_High School	Clerical	24	Private	$14,330	11	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
7085	0	0.00000	0	55	0	14	$61,908	No	$227,345	Yes	M	Masters	Lawyer	43	Private	$13,190	1	Minivan	yes	$2,371	3	No	1	12	Highly Urban/ Urban
7088	1	4906.00000	0	58	0	8	$4,334	No	$0	z_No	M	Bachelors	Student	38	Commercial	$7,730	11	Pickup	yes	$3,229	2	No	5	13	Highly Urban/ Urban
7089	1	4970.00000	0	59	0	9	$81,254	No		Yes	z_F	Masters	Manager	14	Private	$20,630	3	z_SUV	no	$4,562	1	No	0	12	Highly Urban/ Urban
7090	0	0.00000	0	53	2	10		No	$363,560	Yes	M	Masters		29	Commercial	$23,920	4	Panel Truck	yes	$0	0	No	0	9	z_Highly Rural/ Rural
7091	0	0.00000	0	45	0	11	$54,013	No	$0	z_No	z_F	PhD	Manager	30	Private	$21,450	4	Minivan	no	$0	0	No	2	10	Highly Urban/ Urban
7092	1	5072.00000	0	37	0	6	$16,069	No	$137,554	Yes	M	<High School	z_Blue Collar	50	Commercial	$10,530	12	Pickup	no	$1,089	2	No	1	5	Highly Urban/ Urban
7093	1	6978.00000	0	46	0	12	$96,729	No	$270,745	z_No	z_F	PhD	Home Maker	60	Commercial	$16,400	9	Pickup	no	$4,052	4	No	3	15	Highly Urban/ Urban
7094	0	0.00000	0	35	2	13	$35,643	No	$180,709	Yes	z_F	z_High School	z_Blue Collar	21	Private	$7,810	4	z_SUV	no	$0	0	No	3	1	Highly Urban/ Urban
7095	0	0.00000	0	39	0	NA	$36,313	No	$161,899	Yes	z_F	z_High School	z_Blue Collar	32	Private	$9,030	1	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
7096	1	6663.00000	0	46	0	14	$48,284	No	$180,887	Yes	M	<High School	z_Blue Collar	49	Commercial	$10,880	3	Pickup	yes	$28,621	2	Yes	2	1	Highly Urban/ Urban
7097	1	3270.00000	0	42	0	10	$78,883	No	$239,377	Yes	M	Bachelors	Professional	34	Private	$13,590	1	Minivan	no	$0	0	No	3	1	Highly Urban/ Urban
7098	0	0.00000	0	46	0	14	$9,633	No	$128,109	z_No	M	<High School	Clerical	37	Private	$22,000	1	Minivan	no	$0	0	No	1	1	Highly Urban/ Urban
7099	0	0.00000	0	40	0	13	$77,047	No	$239,933	Yes	M	Masters	Lawyer	41	Private	$13,200	4	Minivan	no	$20,290	2	Yes	0	16	Highly Urban/ Urban
7100	1	1710.00000	0	39	0	10	$77,591	No	$0	z_No	z_F	Bachelors	z_Blue Collar	22	Commercial	$13,160	6	z_SUV	no	$24,983	2	Yes	4	11	Highly Urban/ Urban
7101	1	23153.74321	0	39	3	7	$36,154	Yes	$0	z_No	z_F	Bachelors	Clerical	35	Private	$10,140	6	z_SUV	no	$0	0	No	0	10	Highly Urban/ Urban
7102	0	0.00000	0	41	0	12	$40,034	No	$184,277	Yes	M	Masters		5	Commercial	$31,560	6	Panel Truck	yes	$0	0	No	2	13	Highly Urban/ Urban
7103	0	0.00000	0	50	0	12	$45,750	No	$187,982	Yes	z_F	z_High School	z_Blue Collar	49	Commercial	$19,490	10	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
7104	0	0.00000	0	53	0	13	$86,562	No	$266,575	Yes	z_F	Masters	Manager	5	Private	$11,900	17	z_SUV	no	$0	0	No	0	14	Highly Urban/ Urban
7106	0	0.00000	1	45	3	15	$20,765	No	$0	Yes	z_F	<High School	Student	35	Private	$15,250	10	z_SUV	no	$0	0	No	1	8	Highly Urban/ Urban
7107	1	5662.00000	2	42	3	14	$36,463	No	$184,091	Yes	z_F	<High School	z_Blue Collar	10	Commercial	$5,700	6	z_SUV	no	$0	0	No	5	9	Highly Urban/ Urban
7109	0	0.00000	0	57	0	12	$32,805	No	$153,560	Yes	z_F	<High School	z_Blue Collar	25	Commercial	$22,820	1	Sports Car	no	$0	0	No	0	6	z_Highly Rural/ Rural
7110	1	19469.93920	1	40	2	11	$52,715	No	$177,273	Yes	z_F	z_High School	z_Blue Collar	19	Commercial	$8,370	1	Sports Car	no	$4,707	3	No	6	1	Highly Urban/ Urban
7111	0	0.00000	0	35	0	11	$8,344	No	$0	z_No	z_F	z_High School	Home Maker	33	Private	$13,340	10	z_SUV	no	$0	0	No	5	7	Highly Urban/ Urban
7112	0	0.00000	0	47	0	8	$36,234	No	$151,414	Yes	z_F	Bachelors	Manager	31	Commercial	$30,870	4	Sports Car	no	$0	0	No	3	5	Highly Urban/ Urban
7113	0	0.00000	0	58	0	14	$215,428	No	$555,878	Yes	M	PhD		32	Commercial	$33,730	1	Panel Truck	no	$0	0	No	0	1	Highly Urban/ Urban
7114	0	0.00000	0	50	0	14	$52,752	No	$168,324	Yes	M	Bachelors	z_Blue Collar	82	Commercial	$9,670	6	Pickup	yes	$0	0	No	0	8	z_Highly Rural/ Rural
7115	1	8861.00000	0	44	0	0	$0	No	$0	z_No	M	z_High School	Student	40	Commercial	$5,900	13	Minivan	no	$8,054	1	No	0	7	Highly Urban/ Urban
7116	0	0.00000	0	35	1	12	$165,624	Yes	$0	z_No	M	Masters		17	Commercial	$30,030	7	Panel Truck	no	$0	0	No	3	18	Highly Urban/ Urban
7117	1	5300.00000	0	37	2	8	$82,971	No	$240,550	Yes	z_F	Masters		40	Private	$5,200	10	z_SUV	no	$5,760	4	No	6	13	Highly Urban/ Urban
7118	0	0.00000	0	49	0	15	$42,242	No	$187,645	Yes	M	Masters	Lawyer	39	Private	$13,270	1	Minivan	no	$0	0	No	0	16	Highly Urban/ Urban
7119	0	0.00000	0	48	0	13	$131,396	No	$304,658	Yes	M	Masters	Lawyer	5	Private	$3,080	6	Minivan	no	$0	0	No	2	17	Highly Urban/ Urban
7120	0	0.00000	0	45	0	14	$68,958	No	$190,128	Yes	M	z_High School	z_Blue Collar	36	Private	$13,860	3	Minivan	yes	$0	0	No	1	1	Highly Urban/ Urban
7123	0	0.00000	0	37	2	0	$0	Yes	$72,314	z_No	z_F	PhD	Home Maker	5	Commercial	$22,810	4	Pickup	no	$0	0	Yes	3	NA	z_Highly Rural/ Rural
7124	1	5063.00000	0	44	3	16	$5,409	No	$97,653	Yes	z_F	<High School	Student	30	Commercial	$9,390	4	Pickup	yes	$8,339	2	No	4	3	z_Highly Rural/ Rural
7126	0	0.00000	0	45	3	11	$115,540	Yes	$336,608	z_No	z_F	Bachelors	z_Blue Collar	21	Commercial	$6,100	10	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
7127	0	0.00000	0	55	0	13	$113,228	No	$279,318	z_No	M	Bachelors	Professional	45	Private	$15,390	10	Minivan	yes	$23,290	1	No	2	16	Highly Urban/ Urban
7128	0	0.00000	0	47	0	10	$25,907	No	$0	z_No	z_F	z_High School	Clerical	22	Private	$7,170	9	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
7129	0	0.00000	0	42	0	13	$78,552	No	$246,264	Yes	z_F	Bachelors	Professional	66	Commercial	$26,420	7	Pickup	no	$0	0	No	1	9	z_Highly Rural/ Rural
7130	0	0.00000	0	48	0	13	$91,507	No	$254,903	Yes	z_F	Bachelors	Professional	45	Private	$13,980	7	Sports Car	no	$0	0	No	0	12	z_Highly Rural/ Rural
7131	0	0.00000	0	28	1	0	$0	Yes	$0	z_No	M	z_High School	Student	14	Private	$15,580	1	Minivan	no	$0	0	No	2	1	Highly Urban/ Urban
7133	0	0.00000	0	48	0	15	$97,733	No	$313,285	Yes	z_F	Masters	Lawyer	5	Private	$24,600	6	Minivan	no	$0	0	No	1	18	Highly Urban/ Urban
7135	1	1643.00000	0	39	0	11	$215,158	No	$0	z_No	M	PhD		34	Commercial	$20,520	1	Van	yes	$0	0	No	2	17	Highly Urban/ Urban
7136	0	0.00000	0	51	0	13	$181,674	No		z_No	z_F	Masters	Lawyer	16	Private	$19,670	10	z_SUV	no	$0	0	No	0	12	Highly Urban/ Urban
7137	0	0.00000	1	40	1	13	$71,402	No	$238,349	Yes	z_F	Masters	Lawyer	44	Private	$8,640	4	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
7138	0	0.00000	0	44	2	16	$42,393	No	$150,361	Yes	M	Bachelors	z_Blue Collar	27	Commercial	$20,040	12	Van	yes	$0	0	No	0	13	Highly Urban/ Urban
7139	0	0.00000	3	45	3	12	$22,738	Yes	$0	z_No	z_F	<High School	Clerical	95	Private	$13,400	1	z_SUV	no	$8,935	3	No	4	1	Highly Urban/ Urban
7140	0	0.00000	0	41	0	12		No	$0	z_No	M	Bachelors	Manager	44	Commercial	$23,690	1	Panel Truck	yes	$10,052	2	No	3	11	Highly Urban/ Urban
7141	1	17617.97918	0	39	0	NA	$97,934	No	$297,260	z_No	M	Masters		30	Commercial	$16,650	10	Van	no	$0	0	Yes	3	12	Highly Urban/ Urban
7142	0	0.00000	0	46	0	12	$56,006	No	$190,938	Yes	M	Bachelors	Professional	52	Commercial	$30,910	1	Panel Truck	yes	$0	0	No	3	8	Highly Urban/ Urban
7143	0	0.00000	0	50	0	10	$127,893	No	$0	z_No	M	Bachelors	Manager	5	Commercial	$28,610	13	Panel Truck	yes	$0	0	No	1	10	Highly Urban/ Urban
7144	0	0.00000	0	33	1	10	$70,565	No	$241,472	Yes	z_F	Masters	Lawyer	10	Private	$16,280	13	z_SUV	no	$0	0	No	4	21	Highly Urban/ Urban
7145	1	2865.00000	0	51	0	9		No	$207,968	z_No	z_F	Bachelors	Professional	48	Commercial	$12,990	10	z_SUV	no	$5,638	1	No	1	7	Highly Urban/ Urban
7146	0	0.00000	0	47	0	11	$58,363	No	$259,844	Yes	M	Masters		32	Commercial	$25,930	1	Panel Truck	no	$0	0	No	3	9	Highly Urban/ Urban
7147	0	0.00000	0	44	3	11	$34,255	No	$190,620	Yes	M	z_High School	Clerical	36	Commercial	$4,930	1	Pickup	yes	$2,091	3	No	3	10	Highly Urban/ Urban
7148	0	0.00000	0	63	0	9	$61,023	No	$224,449	Yes	M	Masters	Lawyer	48	Private	$26,620	8	Minivan	no	$0	0	No	5	13	Highly Urban/ Urban
7149	0	0.00000	0	46	0	13	$78,005	No	$267,536	Yes	z_F	Masters	Lawyer	52	Private	$16,160	1	z_SUV	no	$0	0	No	2	11	Highly Urban/ Urban
7150	0	0.00000	0	47	0	11	$40,430	No	$0	z_No	z_F	Masters	Manager	45	Private	$10,240	1	Minivan	no	$6,128	2	No	1	16	Highly Urban/ Urban
7153	0	0.00000	1	41	2	12	$10,359	No	$75,321	Yes	z_F	Bachelors	Home Maker	42	Private	$16,570	10	z_SUV	no	$0	0	No	0	10	Highly Urban/ Urban
7154	0	0.00000	0	55	0	13	$80,505	No	$0	z_No	z_F	Bachelors	Manager	16	Private	$13,760	6	Sports Car	no	$0	0	No	0	8	Highly Urban/ Urban
7155	0	0.00000	0	46	0	10	$91,283	No	$277,520	Yes	M	PhD		37	Commercial	$26,610	1	Panel Truck	yes	$12,861	2	No	0	13	Highly Urban/ Urban
7156	0	0.00000	0	43	0	13	$116,116	No	$335,494	Yes	z_F	Masters	Manager	12	Private	$17,640	1	z_SUV	no	$0	0	No	0	18	Highly Urban/ Urban
7158	0	0.00000	0	31	3	14	$38,940	No	$193,932	Yes	z_F	z_High School	Clerical	16	Private	$5,390	6	z_SUV	no	$0	0	No	1	7	z_Highly Rural/ Rural
7160	0	0.00000	0	40	0	0	$0	No	$103,199	Yes	z_F	Bachelors	Home Maker	48	Private	$1,500	6	Sports Car	no	$0	0	No	0	10	z_Highly Rural/ Rural
7161	1	6961.00000	0	34	2	12	$55,353	Yes	$203,703	z_No	z_F	z_High School	z_Blue Collar	41	Commercial	$4,800	10	Minivan	no	$1,536	2	No	0	6	Highly Urban/ Urban
7162	0	0.00000	0	41	1	7	$15,497	No	$125,266	Yes	z_F	Bachelors	Home Maker	12	Private	$12,440	1	z_SUV	no	$0	0	No	1	9	z_Highly Rural/ Rural
7163	1	2745.52746	0	51	0	11	$49,451	No	$0	z_No	M	z_High School	z_Blue Collar	43	Commercial	$11,550	4	Minivan	no	$6,079	1	No	2	7	Highly Urban/ Urban
7164	0	0.00000	0	51	0	14	$79,951	No	$295,820	Yes	z_F	Bachelors	z_Blue Collar	41	Commercial	$19,450	1	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
7165	0	0.00000	0	55	0	0	$0	No	$125,917	Yes	M	z_High School	Home Maker	31	Private	$7,770	10	z_SUV	no	$0	0	No	0	NA	Highly Urban/ Urban
7168	0	0.00000	0	46	0	13	$98,493	No	$280,663	Yes	z_F	Masters	Manager	20	Private	$18,270	4	z_SUV	no	$0	0	No	0	10	Highly Urban/ Urban
7169	0	0.00000	0	51	0	0	$0	No	$109,799	Yes	M	z_High School	Student	29	Commercial	$6,600	4	Pickup	yes	$0	0	No	0	7	Highly Urban/ Urban
7170	1	5065.00000	0	52	0	9	$100,099	No	$262,480	z_No	z_F	Masters		35	Commercial	$17,860	4	Pickup	no	$33,326	3	Yes	1	19	Highly Urban/ Urban
7171	0	0.00000	0	46	0	13	$61,552	No	$201,807	Yes	M	Bachelors	Manager	40	Commercial	$9,290	6	Pickup	yes	$6,499	2	No	4	13	Highly Urban/ Urban
7172	0	0.00000	0	42	0	3	$27,902	No	$128,039	Yes	M	<High School	Clerical	31	Private	$14,710	6	Minivan	no	$0	0	No	1	7	Highly Urban/ Urban
7173	0	0.00000	0	36	2	14	$70	Yes		z_No	M	z_High School	Student	35	Commercial	$19,790	10	Van	yes	$0	0	No	3	8	z_Highly Rural/ Rural
7174	0	0.00000	0	49	0	0	$0	No	$0	Yes	M	z_High School	Student	36	Commercial	$10,090	4	Pickup	yes	$0	0	No	0	1	z_Highly Rural/ Rural
7175	0	0.00000	0	50	0	NA	$213,242	No	$488,202	Yes	z_F	PhD	Doctor	11	Private	$17,570	4	z_SUV	no	$0	0	No	3	17	Highly Urban/ Urban
7176	0	0.00000	0	37	0	10	$59,558	No	$179,857	Yes	z_F	Bachelors	Clerical	37	Private	$8,710	6	Sports Car	no	$0	0	No	2	NA	z_Highly Rural/ Rural
7178	0	0.00000	0	30	0	8	$57,411	No	$150,044	z_No	z_F	Masters	Manager	31	Private	$11,280	9	z_SUV	no	$3,776	1	No	2	14	Highly Urban/ Urban
7180	1	3350.00000	0	42	0	13	$43,301	No	$163,397	Yes	z_F	z_High School	z_Blue Collar	27	Commercial	$23,340	6	Sports Car	no	$10,718	3	No	8	1	Highly Urban/ Urban
7182	1	3089.00000	2	42	3	0	$0	Yes	$83,913	z_No	z_F	z_High School	Home Maker	8	Commercial	$19,620	1	Pickup	no	$28,816	4	Yes	2	8	z_Highly Rural/ Rural
7184	0	0.00000	0	42	0	12	$85,426	No	$243,538	Yes	M	Bachelors	Professional	35	Commercial	$10,040	7	Pickup	yes	$0	0	No	0	12	z_Highly Rural/ Rural
7185	0	0.00000	0	52	0	3	$52,000	No	$0	z_No	M	PhD	Doctor	19	Private	$13,840	1	Minivan	yes	$6,447	4	No	2	15	Highly Urban/ Urban
7187	0	0.00000	0	49	0	7	$56,038	No		Yes	z_F	Masters	Lawyer	35	Private	$12,000	3	Sports Car	no	$39,660	2	Yes	0	11	Highly Urban/ Urban
7188	0	0.00000	0	44	2	13	$52,351	No	$229,463	Yes	M	Bachelors	z_Blue Collar	43	Commercial	$11,140	1	Pickup	yes	$1,098	3	No	3	12	Highly Urban/ Urban
7189	1	4691.00000	0	48	0	12	$73,342	No	$0	z_No	M	z_High School	Manager	34	Commercial	$31,440	1	Panel Truck	yes	$0	0	No	0	1	Highly Urban/ Urban
7190	1	11802.32721	0	53	0	12	$58,319	No	$206,406	z_No	M	Masters		13	Commercial	$23,710	10	Panel Truck	yes	$1,429	2	No	2	15	Highly Urban/ Urban
7191	1	18773.59794	0	36	1	9	$72,167	Yes	$0	z_No	M	Bachelors	Professional	24	Commercial	$8,720	4	Pickup	yes	$2,481	3	No	0	14	Highly Urban/ Urban
7192	0	0.00000	0	53	0	7	$45,623	No	$135,118	Yes	M	Masters	Manager	47	Commercial	$6,060	4	Pickup	no	$5,442	2	No	5	13	Highly Urban/ Urban
7194	0	0.00000	0	46	0	12	$50,112	No	$185,273	Yes	M	Bachelors	Manager	52	Private	$14,370	1	Minivan	yes	$2,894	2	No	0	12	Highly Urban/ Urban
7195	1	3238.00000	0	54	0	13	$65,825	No	$237,062	Yes	M	z_High School	Manager	48	Private	$8,080	4	Pickup	yes	$2,658	2	No	0	9	Highly Urban/ Urban
7196	0	0.00000	0	47	0	13	$10,951	No	$103,160	Yes	z_F	Bachelors	Home Maker	37	Private	$6,200	4	z_SUV	no	$1,862	2	No	0	9	Highly Urban/ Urban
7197	1	2106.00000	0	57	0	15	$162,818	No	$427,325	z_No	z_F	Masters	Lawyer	33	Private	$36,350	9	Van	no	$8,456	2	No	3	16	Highly Urban/ Urban
7198	1	2112.00000	0	43	0	9	$12,953	No	$0	z_No	M	Bachelors	Student	30	Private	$2,800	1	Minivan	yes	$1,354	2	No	0	NA	Highly Urban/ Urban
7199	0	0.00000	0	41	2	0	$0	No	$0	Yes	M	z_High School	Student	43	Commercial	$10,950	9	Pickup	yes	$1,050	3	No	0	1	z_Highly Rural/ Rural
7200	1	2668.00000	0	49	0	12	$44,497	No	$0	z_No	z_F	z_High School	z_Blue Collar	39	Commercial	$14,990	9	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
7201	0	0.00000	0	50	0	12	$76,861	No		Yes	z_F	Bachelors	Professional	25	Private	$12,170	11	Pickup	no	$0	0	No	1	5	Highly Urban/ Urban
7202	0	0.00000	1	54	1	15	$94,709	Yes	$272,378	z_No	M	Masters	Lawyer	37	Private	$18,650	10	Van	no	$678	1	No	7	16	Highly Urban/ Urban
7203	0	0.00000	0	50	0	11	$168,176	No	$406,315	Yes	M	PhD		42	Commercial	$23,320	11	Panel Truck	yes	$0	0	No	0	16	Highly Urban/ Urban
7204	0	0.00000	0	48	0	11	$44,193	No	$199,947	Yes	z_F	Bachelors	Clerical	12	Private	$11,400	17	z_SUV	no	$0	0	Yes	0	11	Highly Urban/ Urban
7206	0	0.00000	0	51	0	15	$167,310	No	$429,113	Yes	M	Masters	Manager	17	Commercial	$27,520	6	Panel Truck	yes	$0	0	No	0	1	Highly Urban/ Urban
7208	1	3043.00000	0	47	0	7	$30,229	No		z_No	M	<High School	Clerical	27	Private	$6,200	4	Minivan	no	$2,849	2	No	3	7	Highly Urban/ Urban
7210	0	0.00000	0	48	0	8	$47,288	No	$191,476	Yes	z_F	Bachelors	Manager	32	Private	$9,820	7	z_SUV	no	$0	0	No	1	10	Highly Urban/ Urban
7211	0	0.00000	0	40	0	NA	$93,474	No	$237,916	Yes	M	Masters	Lawyer	46	Private	$5,500	16	Pickup	no	$1,115	1	No	0	13	Highly Urban/ Urban
7212	0	0.00000	0	35	0	NA	$73,106	No	$257,856	Yes	M	PhD		6	Commercial	$20,680	10	Van	no	$0	0	Yes	7	13	Highly Urban/ Urban
7213	0	0.00000	0	49	0	13	$73,910	No	$250,498	Yes	M	Bachelors	z_Blue Collar	62	Private	$13,790	7	Minivan	yes	$8,827	4	No	6	8	Highly Urban/ Urban
7214	0	0.00000	0	44	2	14	$102,426	No		Yes	z_F	Bachelors	Manager	5	Private	$22,700	10	Minivan	no	$0	0	No	1	4	Highly Urban/ Urban
7215	1	5453.00000	1	44	1	13	$80,824	No	$259,932	Yes	M	Masters	Professional	41	Private	$9,580	1	Minivan	no	$40,929	1	Yes	0	16	Highly Urban/ Urban
7217	0	0.00000	0	40	0	11	$58,532	No	$166,952	z_No	z_F	Bachelors	Professional	20	Private	$7,720	4	z_SUV	no	$0	0	No	0	6	Highly Urban/ Urban
7218	0	0.00000	0	40	0	13	$58,231	No	$209,820	Yes	M	Bachelors	Manager	20	Commercial	$11,310	10	Pickup	yes	$0	0	No	0	13	Highly Urban/ Urban
7219	0	0.00000	0	56	0	11	$41,301	No	$216,050	z_No	M	Bachelors	Clerical	54	Private	$14,310	1	Minivan	yes	$0	0	No	0	9	z_Highly Rural/ Rural
7220	0	0.00000	0	54	0	14	$89,674	No	$261,646	Yes	M	Masters	Lawyer	55	Private	$11,230	13	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
7221	0	0.00000	1	36	3	14	$83,757	No	$271,204	Yes	z_F	<High School	z_Blue Collar	49	Commercial	$16,140	4	z_SUV	no	$0	0	No	0	8	z_Highly Rural/ Rural
7222	0	0.00000	0	38	0	11	$73,578	No		Yes	z_F	Bachelors	Professional	33	Private	$8,860	1	z_SUV	no	$5,483	2	No	3	NA	Highly Urban/ Urban
7223	1	5951.00000	1	45	2	13	$81,255	Yes	$231,143	z_No	z_F	z_High School	z_Blue Collar	40	Private	$15,810	6	z_SUV	no	$0	0	Yes	0	1	Highly Urban/ Urban
7224	1	677.00000	0	33	3	14	$6,607	No	$0	Yes	M	<High School	Clerical	9	Private	$15,770	1	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
7225	1	1897.00000	1	38	2	0	$0	No	$0	Yes	M	z_High School	Student	17	Commercial	$5,300	1	Minivan	yes	$2,185	2	No	4	5	Highly Urban/ Urban
7226	1	3521.00000	0	39	0	9	$59,833	No	$0	z_No	z_F	Bachelors	Manager	58	Private	$9,930	4	z_SUV	no	$7,578	1	No	0	NA	Highly Urban/ Urban
7227	0	0.00000	0	45	0	12	$2,887	No	$0	z_No	M	z_High School	Student	33	Commercial	$5,800	4	Pickup	yes	$0	0	No	2	7	Highly Urban/ Urban
7228	1	1737.00000	0	40	0	12	$31,162	No	$0	z_No	z_F	<High School	z_Blue Collar	9	Private	$6,100	6	Sports Car	no	$10,224	1	No	3	1	Highly Urban/ Urban
7229	0	0.00000	0	51	0	7	$40,316	No	$0	z_No	z_F	Masters	Lawyer	44	Private	$10,630	7	z_SUV	no	$0	0	Yes	3	1	z_Highly Rural/ Rural
7230	0	0.00000	0	40	0	11	$105,664	No	$296,326	Yes	z_F	PhD	Doctor	21	Private	$16,070	3	Minivan	no	$0	0	No	0	11	Highly Urban/ Urban
7231	1	5003.00000	0	27	3	NA	$0	Yes	$0	z_No	z_F	Bachelors	Student	16	Commercial	$20,510	11	Sports Car	no	$4,570	3	No	7	8	Highly Urban/ Urban
7233	0	0.00000	0	55	0	8		No	$164,775	z_No	M	<High School	z_Blue Collar	25	Private	$21,520	1	Van	no	$6,656	3	No	4	1	Highly Urban/ Urban
7234	0	0.00000	0	54	0	9	$276,354	No	$0	z_No	M	PhD	Manager	26	Private	$19,570	6	Van	yes	$48,993	1	Yes	0	10	Highly Urban/ Urban
7236	0	0.00000	1	45	3	14	$81,287	No	$234,505	Yes	M	Bachelors	Professional	33	Commercial	$29,590	10	Panel Truck	yes	$0	0	No	0	7	Highly Urban/ Urban
7237	1	2144.00000	1	37	2	13	$35,718	No	$145,487	Yes	M	z_High School	z_Blue Collar	36	Commercial	$8,770	4	Pickup	no	$0	0	No	4	1	Highly Urban/ Urban
7239	1	724.00000	0	31	1	12	$54,909	No		Yes	M	<High School	z_Blue Collar	33	Private	$6,990	1	Pickup	yes	$0	0	No	3	4	Highly Urban/ Urban
7241	0	0.00000	0	40	1	16	$66,987	No	$236,897	Yes	z_F	Bachelors	Manager	28	Private	$12,200	13	Sports Car	no	$8,216	3	No	6	11	Highly Urban/ Urban
7242	1	6491.03417	0	54	0	15	$4,716	No	$120,571	Yes	M	z_High School	Student	25	Private	$7,770	13	Pickup	no	$0	0	No	1	1	Highly Urban/ Urban
7244	1	49179.54942	0	25	1	10	$35,714	Yes	$0	z_No	M	<High School	Clerical	25	Private	$12,710	3	Minivan	yes	$2,083	3	No	6	1	Highly Urban/ Urban
7245	0	0.00000	1	38	2	15	$10,408	No	$126,847	Yes	z_F	z_High School	Home Maker	46	Private	$6,340	1	z_SUV	no	$0	0	No	0	11	z_Highly Rural/ Rural
7246	0	0.00000	0	47	0	8	$55,987	No	$219,207	Yes	M	<High School	Clerical	14	Private	$18,500	1	Van	no	$0	0	No	2	1	z_Highly Rural/ Rural
7247	0	0.00000	0	50	0	9	$59,812	No	$0	z_No	M	z_High School	z_Blue Collar	27	Commercial	$14,030	6	Minivan	no	$3,810	2	No	0	1	Highly Urban/ Urban
7248	0	0.00000	0	42	0	13	$129,529	No		Yes	M	Masters		33	Commercial	$27,770	13	Panel Truck	yes	$0	0	No	1	14	Highly Urban/ Urban
7249	0	0.00000	0	50	0	12	$116,061	No	$329,334	Yes	z_F	Bachelors	Professional	25	Commercial	$26,750	6	Pickup	no	$0	0	No	0	7	Highly Urban/ Urban
7250	0	0.00000	0	43	0	NA	$19,467	No	$96,667	z_No	M	<High School	Clerical	34	Private	$20,430	1	Minivan	no	$1,487	2	No	6	8	Highly Urban/ Urban
7251	0	0.00000	0	29	1	12	$58,478	No	$178,204	Yes	M	Bachelors	Professional	45	Private	$16,380	1	Minivan	no	$0	0	No	0	11	Highly Urban/ Urban
7253	0	0.00000	0	34	1	10	$46,771	Yes	$181,943	z_No	M	Bachelors	z_Blue Collar	13	Commercial	$15,250	10	Minivan	no	$0	0	No	0	8	Highly Urban/ Urban
7254	0	0.00000	0	45	2	15	$44,138	No	$135,756	Yes	M	<High School	z_Blue Collar	9	Commercial	$5,900	1	Pickup	yes	$4,671	4	No	2	1	z_Highly Rural/ Rural
7255	0	0.00000	0	54	0	7	$78,921	No	$257,604	z_No	M	Bachelors	z_Blue Collar	5	Commercial	$5,000	1	Pickup	yes	$0	0	No	2	11	Highly Urban/ Urban
7256	0	0.00000	0	41	3	12		Yes	$0	z_No	z_F	z_High School	Student	5	Commercial	$7,960	4	z_SUV	no	$5,562	1	No	0	10	Highly Urban/ Urban
7257	0	0.00000	0	41	0	13	$211,617	No	$524,149	Yes	z_F	PhD	Doctor	19	Private	$30,340	1	Pickup	no	$0	0	No	2	22	Highly Urban/ Urban
7258	0	0.00000	0	41	0	12	$43,743	No	$161,096	z_No	z_F	Bachelors	Manager	10	Private	$5,600	1	Sports Car	no	$6,033	4	No	5	1	Highly Urban/ Urban
7259	0	0.00000	0	52	0	NA	$127,730	No		Yes	M	PhD		42	Commercial	$20,920	6	Van	no	$0	0	No	0	15	Highly Urban/ Urban
7260	1	6607.00000	0	48	0	9	$77,344	No	$242,830	z_No	M	z_High School	z_Blue Collar	12	Commercial	$24,680	7	Panel Truck	no	$3,319	3	No	2	1	Highly Urban/ Urban
7261	0	0.00000	1	40	2	15	$53,841	Yes	$187,745	z_No	z_F	Bachelors	Professional	35	Private	$11,660	10	z_SUV	no	$0	0	No	1	6	Highly Urban/ Urban
7262	0	0.00000	0	45	0	14	$24,360	No	$155,714	Yes	z_F	Masters	Lawyer	24	Private	$21,410	1	z_SUV	no	$0	0	No	0	13	z_Highly Rural/ Rural
7263	0	0.00000	0	49	0	13		No	$373,031	Yes	z_F	PhD	Doctor	26	Private	$7,430	6	z_SUV	no	$0	0	Yes	0	16	Highly Urban/ Urban
7264	0	0.00000	0	47	0	14	$138,524	No	$391,739	Yes	z_F	PhD	Doctor	29	Private	$9,990	1	z_SUV	no	$6,699	1	No	4	17	Highly Urban/ Urban
7265	1	3393.00000	1	43	1	12	$33,888	Yes	$0	z_No	M	Bachelors	Manager	22	Commercial	$9,190	4	Pickup	no	$2,982	1	No	5	NA	Highly Urban/ Urban
7266	0	0.00000	2	45	2	14	$121,880	No	$319,026	Yes	M	Bachelors	z_Blue Collar	44	Commercial	$19,250	1	Minivan	yes	$7,704	4	No	0	9	Highly Urban/ Urban
7267	0	0.00000	0	63	1	16	$70,931	No	$236,296	Yes	M	Masters	Lawyer	58	Private	$24,590	9	Minivan	yes	$0	0	No	2	15	Highly Urban/ Urban
7268	1	4363.00000	0	35	0	10	$33,087	No	$92,673	z_No	M	z_High School	z_Blue Collar	18	Commercial	$22,950	1	Panel Truck	yes	$0	0	No	6	11	Highly Urban/ Urban
7270	0	0.00000	0	52	0	9	$40,706	No	$172,715	Yes	M	z_High School	Professional	5	Commercial	$26,650	9	Panel Truck	no	$0	0	No	0	1	Highly Urban/ Urban
7271	0	0.00000	0	40	3	15	$52,210	No	$129,915	Yes	z_F	<High School	z_Blue Collar	9	Private	$10,720	6	z_SUV	no	$1,995	2	No	0	1	Highly Urban/ Urban
7272	0	0.00000	0	55	0	13	$80,567	No	$274,721	Yes	M	PhD	Doctor	41	Private	$15,060	9	Minivan	yes	$2,335	1	No	2	19	Highly Urban/ Urban
7273	0	0.00000	0	36	1	5	$103,076	No	$269,435	Yes	z_F	Bachelors	Professional	32	Private	$11,750	1	z_SUV	no	$0	0	No	2	10	Highly Urban/ Urban
7274	1	3281.00000	0	46	0	9	$63,990	No	$228,402	z_No	M	z_High School	z_Blue Collar	38	Commercial	$8,410	1	Pickup	yes	$13,251	2	Yes	3	10	Highly Urban/ Urban
7276	0	0.00000	0	47	0	0	$0	No	$71,452	Yes	M	z_High School	Student	29	Private	$20,430	4	Van	no	$0	0	No	1	5	z_Highly Rural/ Rural
7277	0	0.00000	0	44	2	14	$182,620	No	$470,025	Yes	z_F	PhD	Doctor	24	Private	$14,670	10	z_SUV	no	$0	0	No	2	18	Highly Urban/ Urban
7278	0	0.00000	0	27	3	7	$131,567	Yes	$0	z_No	z_F	Bachelors	Professional	32	Private	$8,790	1	Minivan	no	$0	0	No	3	1	Highly Urban/ Urban
7279	0	0.00000	0	48	0	12	$105,199	No		z_No	z_F	Masters	Lawyer	25	Private	$16,970	1	Sports Car	no	$0	0	No	3	14	Highly Urban/ Urban
7280	0	0.00000	0	45	2	10	$11,677	Yes		z_No	z_F	Bachelors	Student	56	Commercial	$5,240	14	z_SUV	no	$0	0	No	2	5	z_Highly Rural/ Rural
7282	0	0.00000	1	41	2	NA	$122,572	No	$315,539	Yes	z_F	Masters	Manager	17	Private	$14,750	9	Minivan	no	$0	0	No	3	13	Highly Urban/ Urban
7284	0	0.00000	0	39	0	7	$140,469	No	$351,523	Yes	z_F	Bachelors	Manager	8	Private	$15,550	11	z_SUV	no	$0	0	No	0	13	Highly Urban/ Urban
7285	1	2580.00000	0	45	0	NA		No		z_No	z_F	Bachelors	Professional	16	Private	$16,800	4	z_SUV	no	$6,524	1	No	1	12	Highly Urban/ Urban
7286	0	0.00000	0	40	0	11		No	$0	z_No	M	<High School	Student	32	Private	$6,680	4	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
7288	0	0.00000	0	47	0	13	$88,078	No	$279,722	z_No	M	Masters	Lawyer	50	Private	$16,040	6	Minivan	yes	$2,526	3	No	0	7	Highly Urban/ Urban
7290	0	0.00000	0	47	0	10	$90,802	No	$300,604	Yes	z_F	z_High School	Professional	16	Private	$15,280	7	z_SUV	no	$0	0	No	2	6	Highly Urban/ Urban
7292	0	0.00000	0	63	0	15	$39,247	No	$183,403	Yes	M	z_High School	Manager	47	Private	$20,960	1	z_SUV	yes	$0	0	No	0	8	Highly Urban/ Urban
7293	0	0.00000	0	50	0	0	$0	No	$73,210	Yes	z_F	Masters	Home Maker	27	Private	$18,080	4	z_SUV	no	$0	0	No	0	18	Highly Urban/ Urban
7295	0	0.00000	0	41	2	11	$47,937	Yes	$0	z_No	z_F	Bachelors	Professional	16	Private	$24,250	1	Minivan	no	$0	0	Yes	1	3	Highly Urban/ Urban
7296	0	0.00000	0	61	0	NA	$79,528	No	$286,107	Yes	z_F	Masters	Lawyer	5	Private	$21,160	10	Sports Car	no	$0	0	No	0	15	Highly Urban/ Urban
7297	1	2746.00000	0	38	0	9	$21,001	No	$110,313	z_No	z_F	z_High School	Clerical	50	Private	$14,990	1	z_SUV	no	$6,055	1	No	5	9	Highly Urban/ Urban
7298	0	0.00000	0	45	2	14	$20,094	No	$125,307	Yes	M	<High School	Clerical	30	Commercial	$23,470	4	Panel Truck	yes	$5,162	1	No	0	1	Highly Urban/ Urban
7299	0	0.00000	2	36	2	11	$24,187	No	$117,768	Yes	M	z_High School	Clerical	83	Private	$10,620	10	Minivan	no	$0	0	No	3	1	z_Highly Rural/ Rural
7300	1	959.71469	0	34	1	0	$0	No	$0	Yes	z_F	z_High School	Student	17	Commercial	$4,900	1	z_SUV	no	$0	0	No	3	9	Highly Urban/ Urban
7301	0	0.00000	0	42	2	13	$7,313	No	$94,969	Yes	z_F	Bachelors	Home Maker	25	Private	$14,300	17	z_SUV	no	$27,090	1	No	5	9	Highly Urban/ Urban
7302	0	0.00000	0	55	0	12	$45,954	No	$0	z_No	z_F	z_High School	z_Blue Collar	92	Private	$7,280	7	z_SUV	no	$5,252	2	No	0	1	Highly Urban/ Urban
7303	0	0.00000	0	54	0	13	$167,400	No	$430,292	Yes	M	Masters		35	Commercial	$27,710	3	Panel Truck	no	$0	0	No	0	5	Highly Urban/ Urban
7305	1	2468.00000	0	38	0	9	$71,179	No	$226,918	Yes	M	Bachelors	z_Blue Collar	19	Commercial	$17,560	3	Van	yes	$0	0	No	5	7	Highly Urban/ Urban
7306	1	1856.00000	0	45	2	13	$21,335	Yes	$0	z_No	z_F	<High School	Clerical	21	Private	$8,130	3	z_SUV	no	$7,852	1	No	10	1	Highly Urban/ Urban
7307	0	0.00000	0	51	0	14	$115,325	No	$290,501	Yes	M	Masters	Lawyer	40	Private	$26,980	9	Minivan	no	$0	0	Yes	1	10	Highly Urban/ Urban
7309	1	6387.00000	0	28	0	7	$23,553	No	$0	z_No	z_F	<High School	Clerical	38	Private	$18,820	1	z_SUV	no	$0	0	No	2	NA	Highly Urban/ Urban
7310	1	7145.00000	0	46	1	9	$49,680	Yes	$228,046	z_No	M	Bachelors	z_Blue Collar	50	Commercial	$6,100	3	Pickup	no	$2,986	3	No	0	5	Highly Urban/ Urban
7311	0	0.00000	0	68	0	19	$67,371	No	$248,630	Yes	M	PhD	Doctor	14	Private	$15,820	3	z_SUV	yes	$0	0	No	4	11	Highly Urban/ Urban
7312	1	5126.00000	0	54	0	6	$52,206	No	$188,403	Yes	M	z_High School	z_Blue Collar	36	Commercial	$12,120	4	Minivan	yes	$1,520	3	No	8	5	Highly Urban/ Urban
7314	0	0.00000	0	55	0	13	$240,198	No	$600,591	Yes	z_F	PhD	Lawyer	31	Private	$31,020	1	Minivan	no	$0	0	Yes	3	1	Highly Urban/ Urban
7315	0	0.00000	0	43	0	13	$120,386	No	$280,919	Yes	z_F	z_High School	Manager	25	Private	$17,840	14	z_SUV	no	$0	0	No	4	8	Highly Urban/ Urban
7316	1	6988.00000	0	46	0	NA		No	$0	z_No	M	z_High School	z_Blue Collar	53	Commercial	$14,620	7	Minivan	yes	$2,476	2	No	5	1	Highly Urban/ Urban
7317	0	0.00000	1	45	2	14	$30,403	No	$144,522	Yes	z_F	<High School	Clerical	41	Private	$9,040	11	z_SUV	no	$4,994	1	No	0	4	Highly Urban/ Urban
7318	0	0.00000	1	38	3	13	$90,487	Yes	$245,441	z_No	z_F	Bachelors	z_Blue Collar	58	Commercial	$14,350	16	z_SUV	no	$0	0	No	0	12	z_Highly Rural/ Rural
7320	1	1696.00000	1	38	1	11	$105,307	Yes	$281,950	z_No	M	Bachelors	Professional	39	Commercial	$30,260	1	Panel Truck	yes	$5,255	2	No	3	8	Highly Urban/ Urban
7321	1	5102.00000	0	46	0	10	$68,485	No	$228,016	z_No	M	Bachelors	Professional	13	Commercial	$18,820	16	Van	no	$7,848	1	No	0	13	Highly Urban/ Urban
7322	0	0.00000	0	47	0	11	$30,960	No	$190,150	Yes	z_F	Bachelors	Manager	31	Private	$8,720	1	z_SUV	no	$34,027	3	No	8	4	Highly Urban/ Urban
7323	1	58851.06776	1	56	2	13	$67,783	No	$245,496	Yes	M	Bachelors	Professional	29	Commercial	$23,520	5	Panel Truck	no	$0	0	No	4	11	Highly Urban/ Urban
7324	0	0.00000	0	29	0	0	$0	No	$0	Yes	z_F	<High School	Student	15	Private	$4,640	1	Sports Car	no	$8,658	2	No	2	5	Highly Urban/ Urban
7327	0	0.00000	0	48	0	10	$29,552	No	$159,533	Yes	M	z_High School	Clerical	18	Private	$25,250	6	Minivan	yes	$3,465	3	No	0	NA	Highly Urban/ Urban
7328	0	0.00000	0	41	2	NA	$71,600	Yes	$214,130	z_No	z_F	Bachelors	Professional	35	Private	$14,910	4	z_SUV	no	$0	0	No	4	5	z_Highly Rural/ Rural
7329	1	6261.00000	2	37	2	9	$116,092	Yes	$0	z_No	z_F	Bachelors	Manager	51	Private	$33,760	1	Minivan	no	$2,491	2	No	7	9	Highly Urban/ Urban
7331	1	5452.00000	0	30	1	NA	$44,609	Yes	$193,747	z_No	z_F	<High School	z_Blue Collar	24	Private	$8,960	1	Sports Car	no	$0	0	Yes	0	1	Highly Urban/ Urban
7333	1	3022.00000	0	40	0	14	$61,105	No	$158,995	Yes	M	Masters	Lawyer	23	Private	$13,780	10	Minivan	yes	$5,014	4	No	0	22	Highly Urban/ Urban
7334	1	2819.00000	0	43	0	11	$69,071	No	$214,053	z_No	M	z_High School	z_Blue Collar	29	Commercial	$13,400	6	Minivan	no	$0	0	No	1	12	Highly Urban/ Urban
7335	0	0.00000	0	48	0	12	$78,990	No	$247,318	z_No	M	Bachelors	z_Blue Collar	20	Commercial	$11,420	12	Pickup	yes	$4,701	3	No	0	11	z_Highly Rural/ Rural
7336	0	0.00000	0	54	0	7	$101,307	No	$287,314	Yes	M	Bachelors	Manager	9	Private	$14,270	1	Minivan	no	$0	0	No	0	12	Highly Urban/ Urban
7338	0	0.00000	0	46	0	13	$45,100	No	$0	z_No	z_F	Bachelors	z_Blue Collar	18	Commercial	$10,610	1	z_SUV	no	$37,157	2	Yes	0	13	Highly Urban/ Urban
7339	0	0.00000	0	53	0	12	$73,926	No	$231,118	Yes	M	Masters	Lawyer	29	Private	$12,970	1	Minivan	yes	$0	0	No	5	19	Highly Urban/ Urban
7340	0	0.00000	0	29	0	7	$22,428	No	$120,624	Yes	M	z_High School	Clerical	29	Private	$3,170	1	Minivan	yes	$953	3	No	5	1	Highly Urban/ Urban
7342	0	0.00000	0	39	0	11		No	$0	z_No	M	Bachelors	Professional	24	Private	$16,750	1	Minivan	no	$3,261	1	No	5	14	Highly Urban/ Urban
7343	0	0.00000	0	39	3	15	$48,741	No	$158,683	Yes	M	Masters		31	Commercial	$32,530	17	Panel Truck	no	$0	0	No	0	21	Highly Urban/ Urban
7344	0	0.00000	0	54	0	11	$53,908	No	$187,804	Yes	M	z_High School	Clerical	46	Private	$19,970	11	Van	yes	$0	0	No	0	1	z_Highly Rural/ Rural
7345	0	0.00000	0	37	0	9	$102,272	No	$0	z_No	z_F	Masters	Manager	15	Private	$8,520	1	z_SUV	no	$0	0	No	0	14	Highly Urban/ Urban
7347	0	0.00000	0	46	1	17	$45,298	No	$137,041	Yes	M	Masters	Manager	8	Private	$14,660	6	Minivan	yes	$0	0	No	0	16	Highly Urban/ Urban
7348	0	0.00000	1	39	2	0	$0	No	$87,282	Yes	z_F	z_High School	Home Maker	27	Private	$8,490	1	z_SUV	no	$0	0	No	0	6	Highly Urban/ Urban
7349	1	721.00000	0	52	0	12	$11,545	No	$0	z_No	z_F	z_High School	Home Maker	22	Private	$26,900	3	z_SUV	no	$0	0	No	3	1	Highly Urban/ Urban
7350	1	7491.00000	3	41	3	14	$73,581	No	$237,829	Yes	z_F	Bachelors	Professional	12	Private	$8,860	4	Sports Car	no	$2,680	1	No	9	11	Highly Urban/ Urban
7351	0	0.00000	0	47	0	14	$99,175	No	$268,846	Yes	z_F	PhD		33	Commercial	$26,730	1	Pickup	no	$0	0	No	1	21	Highly Urban/ Urban
7352	0	0.00000	0	41	0	12	$28,034	No	$134,937	z_No	M	z_High School	Clerical	41	Private	$8,400	6	Pickup	no	$31,812	2	No	2	7	Highly Urban/ Urban
7355	0	0.00000	0	53	0	11	$21,665	No	$178,318	Yes	z_F	<High School	z_Blue Collar	40	Private	$8,970	6	z_SUV	no	$0	0	No	3	4	z_Highly Rural/ Rural
7356	0	0.00000	0	35	0	7	$52,277	No	$208,305	Yes	M	z_High School	z_Blue Collar	41	Commercial	$26,840	3	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
7357	0	0.00000	0	40	1	12	$41,002	Yes	$0	z_No	z_F	<High School	Clerical	47	Private	$12,090	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
7358	1	7199.00000	3	43	3	10	$36,436	Yes	$0	z_No	z_F	<High School	z_Blue Collar	46	Private	$31,000	1	Pickup	no	$0	0	Yes	5	1	Highly Urban/ Urban
7359	0	0.00000	0	45	3	14	$26,627	No	$130,959	Yes	z_F	<High School	Clerical	67	Private	$12,820	4	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
7360	0	0.00000	0	51	0	15	$104,756	No	$284,859	Yes	M	Bachelors	Professional	80	Commercial	$17,080	6	Van	yes	$25,979	2	No	3	12	Highly Urban/ Urban
7362	0	0.00000	0	51	0	9	$44,977	No		Yes	M	z_High School	z_Blue Collar	41	Commercial	$13,540	1	Minivan	yes	$29,883	1	No	0	1	Highly Urban/ Urban
7363	0	0.00000	0	34	3	17	$17,949	No	$100,773	Yes	M	z_High School	z_Blue Collar	65	Commercial	$20,060	17	Minivan	yes	$10,821	4	No	6	10	Highly Urban/ Urban
7364	0	0.00000	0	49	0	0	$0	No	$0	z_No	M	z_High School	Student	60	Commercial	$6,540	4	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
7365	0	0.00000	0	53	0	12	$74,061	No	$272,686	Yes	M	Bachelors	Manager	70	Commercial	$30,850	1	Panel Truck	no	$0	0	No	0	11	Highly Urban/ Urban
7367	0	0.00000	0	50	0	12	$87,083	No	$0	z_No	M	Masters	Lawyer	47	Private	$20,590	1	Van	no	$0	0	No	4	11	Highly Urban/ Urban
7369	0	0.00000	0	48	0	12	$63,419	No	$0	z_No	M	Bachelors	Manager	38	Private	$14,950	13	Minivan	yes	$0	0	No	0	10	Highly Urban/ Urban
7370	1	4477.00000	0	50	0	13	$42,226	No	$211,402	Yes	z_F	z_High School	z_Blue Collar	61	Commercial	$6,500	9	Sports Car	no	$43,963	2	Yes	0	1	Highly Urban/ Urban
7371	1	1700.00000	0	35	0	8	$96,291	No	$0	z_No	z_F	Bachelors	z_Blue Collar	46	Commercial	$14,320	15	z_SUV	no	$3,597	2	No	5	5	Highly Urban/ Urban
7373	0	0.00000	0	41	0	9	$78,284	No	$0	z_No	z_F	Masters	Manager	32	Private	$28,760	11	Minivan	no	$0	0	No	0	16	Highly Urban/ Urban
7374	0	0.00000	0	43	0	11	$80,267	No	$235,361	z_No	M	Masters	Lawyer	32	Private	$9,530	1	Minivan	yes	$0	0	No	0	NA	Highly Urban/ Urban
7376	0	0.00000	0	54	0	11	$88,903	No		Yes	M	Masters	Manager	32	Commercial	$31,810	10	Panel Truck	yes	$4,507	4	No	0	NA	Highly Urban/ Urban
7378	1	4386.15265	0	19	0	5	$3,871	No	$76,851	Yes	z_F	z_High School	Manager	49	Private	$3,790	10	Sports Car	no	$0	0	No	4	5	Highly Urban/ Urban
7379	0	0.00000	0	51	0	13	$16,818	No	$113,607	Yes	M	<High School	Clerical	19	Commercial	$39,520	6	Panel Truck	yes	$0	0	No	0	1	Highly Urban/ Urban
7381	1	3549.00000	2	40	2	11	$63,913	Yes	$0	z_No	M	z_High School	z_Blue Collar	5	Commercial	$5,500	13	Pickup	yes	$1,896	1	No	1	1	Highly Urban/ Urban
7383	0	0.00000	0	45	0	NA	$19,599	No	$134,906	z_No	z_F	Bachelors	Home Maker	43	Private	$11,950	1	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
7384	1	1137.00000	0	37	2	12	$158,489	No	$415,676	Yes	z_F	PhD	Lawyer	58	Private	$5,200	1	z_SUV	no	$0	0	No	1	16	Highly Urban/ Urban
7386	0	0.00000	0	41	0	11	$112,913	No	$317,850	Yes	M	Bachelors	Professional	40	Commercial	$16,890	1	Van	yes	$0	0	No	0	8	Highly Urban/ Urban
7387	0	0.00000	0	59	0	11	$35,158	No	$162,722	Yes	z_F	z_High School	Clerical	23	Private	$10,920	1	z_SUV	no	$0	0	No	0	7	z_Highly Rural/ Rural
7388	0	0.00000	0	46	0	14	$35,384	No	$210,695	Yes	z_F	z_High School	z_Blue Collar	53	Commercial	$11,880	4	Sports Car	no	$0	0	No	5	12	Highly Urban/ Urban
7389	0	0.00000	1	41	2	14	$3,228	No		Yes	z_F	z_High School	Home Maker	6	Private	$5,600	1	z_SUV	no	$793	1	No	4	NA	Highly Urban/ Urban
7390	1	4623.00000	2	40	3	14	$58,914	Yes	$0	z_No	M	Bachelors	Professional	14	Private	$16,220	1	Van	no	$9,216	2	No	2	10	Highly Urban/ Urban
7391	0	0.00000	0	47	1	12	$59,612	No	$204,103	Yes	z_F	Masters	Manager	21	Private	$15,390	3	z_SUV	no	$0	0	No	1	13	Highly Urban/ Urban
7393	0	0.00000	0	43	2	14	$141,177	No	$378,960	Yes	z_F	Masters	Lawyer	30	Private	$15,620	11	Minivan	no	$17,232	1	Yes	8	15	Highly Urban/ Urban
7394	0	0.00000	0	43	2	15	$171,529	Yes	$0	z_No	M	PhD	Professional	27	Commercial	$18,920	1	Van	yes	$16,619	1	Yes	4	17	Highly Urban/ Urban
7396	0	0.00000	0	46	0	13	$103,093	No	$271,213	Yes	z_F	Bachelors	Professional	39	Commercial	$30,060	3	Van	no	$0	0	No	3	6	z_Highly Rural/ Rural
7398	0	0.00000	0	38	0	14	$42,139	No		Yes	z_F	z_High School	Clerical	31	Private	$17,290	3	z_SUV	no	$0	0	No	1	10	z_Highly Rural/ Rural
7399	0	0.00000	0	48	0	8	$47,288	No	$191,476	Yes	z_F	Bachelors	Manager	32	Private	$5,120	6	z_SUV	no	$0	0	No	1	10	Highly Urban/ Urban
7400	0	0.00000	0	53	0	12	$34,565	No	$0	z_No	z_F	z_High School	z_Blue Collar	49	Commercial	$31,900	10	Pickup	no	$0	0	No	0	1	z_Highly Rural/ Rural
7401	0	0.00000	0	55	0	7		No	$208,217	Yes	z_F	z_High School	Manager	26	Private	$1,500	1	z_SUV	no	$2,510	3	No	2	7	Highly Urban/ Urban
7402	0	0.00000	1	43	2	15		No	$336,613	Yes	M	Bachelors	Professional	48	Private	$18,760	1	Minivan	yes	$0	0	No	0	11	Highly Urban/ Urban
7404	0	0.00000	0	53	0	12	$32,354	No	$179,566	Yes	z_F	Bachelors	Home Maker	64	Private	$27,550	1	Pickup	no	$0	0	No	0	10	z_Highly Rural/ Rural
7405	0	0.00000	0	36	3	12	$62,893	Yes	$0	z_No	M	Masters	Lawyer	37	Private	$13,630	3	Minivan	yes	$0	0	No	0	17	Highly Urban/ Urban
7407	0	0.00000	0	58	0	12	$73,283	No	$251,025	Yes	M	Bachelors	Professional	37	Private	$14,630	1	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
7408	1	5082.00000	0	34	4	0	$0	Yes	$0	z_No	z_F	z_High School	Student	58	Commercial	$11,730	7	z_SUV	no	$38,888	2	Yes	9	1	Highly Urban/ Urban
7411	0	0.00000	0	50	0	12	$29,296	No	$173,233	Yes	z_F	<High School	z_Blue Collar	34	Private	$26,950	7	Van	no	$805	4	No	4	1	Highly Urban/ Urban
7413	0	0.00000	2	46	0	10	$42,644	No	$158,938	z_No	M	z_High School	z_Blue Collar	59	Commercial	$28,470	4	Pickup	no	$0	0	No	0	7	Highly Urban/ Urban
7414	0	0.00000	0	47	0	11	$95,184	No	$306,410	z_No	M	Bachelors	Professional	32	Commercial	$9,830	1	Pickup	yes	$0	0	No	0	2	z_Highly Rural/ Rural
7415	0	0.00000	0	54	0	15	$144,348	No		Yes	M	Masters		31	Private	$7,890	3	Pickup	no	$0	0	No	0	14	Highly Urban/ Urban
7416	0	0.00000	0	41	0	10	$239,084	No	$538,702	Yes	z_F	PhD	Doctor	29	Private	$43,450	9	Van	no	$0	0	No	2	17	Highly Urban/ Urban
7417	0	0.00000	0	46	0	11	$164,953	No		z_No	M	PhD		35	Commercial	$26,220	4	Panel Truck	yes	$0	0	No	0	9	Highly Urban/ Urban
7418	0	0.00000	0	36	1	10	$89,112	Yes		z_No	z_F	Bachelors	Professional	55	Private	$24,370	1	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
7420	0	0.00000	0	18	2	9	$6,284	Yes	$0	z_No	M	<High School	Clerical	16	Private	$20,130	6	Minivan	yes	$0	0	Yes	3	1	Highly Urban/ Urban
7421	1	3982.00000	0	55	0	12	$164,848	No	$0	z_No	M	Masters		24	Commercial	$38,200	1	Panel Truck	no	$1,657	2	No	4	12	Highly Urban/ Urban
7422	1	4878.00000	0	34	4	13	$16,436	No	$127,447	Yes	M	<High School	z_Blue Collar	44	Commercial	$23,320	1	Panel Truck	no	$3,939	3	No	0	3	Highly Urban/ Urban
7423	0	0.00000	0	42	0	9	$110,335	No	$263,599	z_No	M	Masters	Lawyer	59	Private	$8,110	1	Pickup	yes	$1,411	1	No	0	15	Highly Urban/ Urban
7424	0	0.00000	0	50	0	13	$91,956	No	$302,275	Yes	M	Masters	Lawyer	41	Private	$18,320	1	Minivan	yes	$0	0	No	0	15	Highly Urban/ Urban
7426	0	0.00000	0	35	0	10	$70,389	No	$182,499	z_No	M	z_High School	z_Blue Collar	35	Commercial	$5,000	1	Minivan	yes	$0	0	No	2	6	z_Highly Rural/ Rural
7427	0	0.00000	0	50	0	13	$176,648	No	$461,706	Yes	M	PhD		28	Commercial	$19,160	11	Van	no	$0	0	Yes	4	8	Highly Urban/ Urban
7428	0	0.00000	0	64	0	8	$90,354	No	$280,325	Yes	M	Masters	Lawyer	33	Private	$16,940	1	z_SUV	no	$0	0	Yes	3	15	Highly Urban/ Urban
7429	0	0.00000	0	32	1	9	$49,920	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	7	Commercial	$9,690	11	z_SUV	no	$0	0	No	2	1	z_Highly Rural/ Rural
7430	0	0.00000	0	35	3	15	$10,994	No	$103,798	Yes	M	<High School	Clerical	38	Private	$6,100	1	Pickup	no	$0	0	No	0	3	z_Highly Rural/ Rural
7431	0	0.00000	0	46	0	10		No	$288,592	Yes	M	Masters	Lawyer	7	Private	$14,470	10	Minivan	no	$0	0	Yes	3	15	Highly Urban/ Urban
7432	0	0.00000	0	49	0	12	$61,950	No		z_No	M	Bachelors	Professional	26	Commercial	$25,950	1	Panel Truck	yes	$0	0	Yes	0	10	Highly Urban/ Urban
7433	0	0.00000	0	60	0	14		No		Yes	M	Masters	Professional	35	Private	$20,470	10	Van	no	$0	0	No	0	10	Highly Urban/ Urban
7434	0	0.00000	0	53	0	13	$33,354	No	$165,408	Yes	z_F	Bachelors	Home Maker	49	Private	$12,680	6	z_SUV	no	$0	0	No	0	10	z_Highly Rural/ Rural
7436	1	2121.00000	0	32	0	11	$84,255	No	$260,802	z_No	M	Masters	Professional	50	Private	$16,050	1	Minivan	no	$2,253	1	No	4	20	Highly Urban/ Urban
7437	0	0.00000	0	33	2	11		No	$82,928	Yes	M	<High School	z_Blue Collar	36	Commercial	$8,170	1	Pickup	yes	$0	0	No	0	1	z_Highly Rural/ Rural
7439	0	0.00000	0	53	0	12	$99,424	No	$355,608	z_No	z_F	Masters	Lawyer	56	Private	$17,660	6	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
7441	0	0.00000	1	47	0	12	$32,992	No	$143,769	Yes	M	z_High School	Clerical	18	Private	$21,130	3	Pickup	no	$0	0	No	0	7	z_Highly Rural/ Rural
7442	0	0.00000	0	37	3	9	$12,455	Yes	$0	z_No	z_F	<High School	Student	26	Private	$8,290	7	z_SUV	no	$0	0	No	1	1	z_Highly Rural/ Rural
7443	1	3857.00000	0	39	3	14	$51,524	Yes	$0	z_No	z_F	<High School	z_Blue Collar	41	Private	$10,550	4	z_SUV	no	$8,454	3	No	7	1	Highly Urban/ Urban
7444	0	0.00000	0	45	1	12	$190,010	No	$464,792	Yes	M	Masters		28	Commercial	$28,010	1	Panel Truck	yes	$8,334	1	No	1	15	Highly Urban/ Urban
7445	1	6850.00000	0	23	1	10	$13,991	No	$117,778	Yes	M	<High School	Clerical	23	Commercial	$10,960	10	Pickup	yes	$0	0	No	1	7	Highly Urban/ Urban
7446	0	0.00000	0	53	0	11	$36,273	No	$0	z_No	M	z_High School	Professional	10	Private	$1,500	19	Minivan	yes	$3,685	2	No	1	1	Highly Urban/ Urban
7448	0	0.00000	1	60	2	15	$32,175	Yes	$0	z_No	M	Masters	Manager	5	Private	$12,500	4	Minivan	yes	$2,102	1	No	1	16	Highly Urban/ Urban
7450	0	0.00000	0	51	0	NA	$100,919	No	$0	z_No	z_F	Bachelors	Professional	34	Private	$21,890	1	z_SUV	no	$9,811	2	No	3	1	Highly Urban/ Urban
7451	0	0.00000	0	61	0	7	$51,428	No	$242,717	Yes	M	<High School	z_Blue Collar	8	Private	$7,700	6	Sports Car	yes	$14,597	1	Yes	4	1	z_Highly Rural/ Rural
7452	1	2285.00000	0	49	0	14	$115,320	No	$311,697	Yes	z_F	Masters	Lawyer	44	Private	$20,540	6	Minivan	no	$0	0	No	3	15	Highly Urban/ Urban
7453	1	779.00000	3	36	3	10	$60,589	Yes	$0	z_No	z_F	Bachelors	Professional	16	Private	$11,160	10	z_SUV	no	$0	0	No	2	7	Highly Urban/ Urban
7454	0	0.00000	0	38	0	7	$2,140	No	$61,482	z_No	z_F	z_High School	Home Maker	19	Private	$7,930	4	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
7455	0	0.00000	0	45	0	15	$120,490	No	$359,096	Yes	z_F	Masters	Manager	30	Private	$12,880	1	Sports Car	no	$0	0	No	0	8	Highly Urban/ Urban
7457	0	0.00000	0	53	0	NA	$94,786	No	$331,854	Yes	z_F	Masters	Lawyer	55	Private	$12,060	1	Minivan	no	$4,441	1	No	3	11	Highly Urban/ Urban
7458	0	0.00000	1	42	2	13	$39,080	No	$126,088	Yes	M	z_High School	Clerical	12	Private	$9,610	1	Minivan	no	$0	0	No	4	10	z_Highly Rural/ Rural
7459	0	0.00000	0	47	0	12	$109,013	No	$0	z_No	z_F	Bachelors	z_Blue Collar	14	Commercial	$17,100	1	z_SUV	no	$21,266	3	No	0	9	Highly Urban/ Urban
7460	0	0.00000	0	53	0	14	$62,731	No	$214,682	Yes	z_F	Masters	Lawyer	20	Private	$13,070	1	Sports Car	no	$0	0	No	0	NA	Highly Urban/ Urban
7461	0	0.00000	1	43	1	12	$71,235	Yes	$0	z_No	M	Bachelors	Professional	36	Commercial	$5,800	1	Pickup	yes	$12,424	2	Yes	8	6	Highly Urban/ Urban
7462	1	9605.00000	0	43	0	11	$45,416	No	$146,899	Yes	z_F	z_High School	z_Blue Collar	15	Commercial	$10,340	1	Sports Car	no	$0	0	No	3	6	Highly Urban/ Urban
7463	0	0.00000	0	55	0	15	$73,014	No	$295,579	Yes	M	Masters	Professional	5	Private	$1,500	13	Minivan	no	$26,544	2	Yes	0	13	z_Highly Rural/ Rural
7465	0	0.00000	0	45	0	11	$28,207	No	$0	Yes	M	z_High School	Student	43	Commercial	$9,640	3	Pickup	no	$10,737	1	No	3	NA	z_Highly Rural/ Rural
7466	0	0.00000	0	43	0	10	$13,077	No	$0	z_No	z_F	<High School	Home Maker	22	Private	$7,110	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
7467	0	0.00000	0	35	2	13	$90,456	No		Yes	M	Bachelors	Professional	26	Private	$10,550	1	Pickup	yes	$4,223	2	No	8	11	Highly Urban/ Urban
7468	0	0.00000	0	41	2	16	$82,224	No	$294,513	Yes	M	<High School	z_Blue Collar	44	Private	$16,160	4	Minivan	no	$3,288	3	No	1	5	Highly Urban/ Urban
7469	0	0.00000	0	35	0	12	$16,287	No	$105,347	Yes	z_F	z_High School	Clerical	72	Private	$6,630	7	z_SUV	no	$0	0	No	0	NA	z_Highly Rural/ Rural
7470	0	0.00000	0	46	0	11	$37,484	No	$199,906	z_No	M	Bachelors	z_Blue Collar	12	Private	$6,100	1	Pickup	no	$0	0	No	1	12	Highly Urban/ Urban
7471	1	6770.00000	0	48	0	12	$127,253	No		z_No	M	Masters	Manager	56	Commercial	$19,030	1	Van	yes	$0	0	Yes	1	20	Highly Urban/ Urban
7472	1	3667.00000	0	38	0	9	$62,290	No	$223,013	z_No	z_F	Bachelors	z_Blue Collar	22	Commercial	$14,640	11	Minivan	no	$0	0	Yes	0	9	Highly Urban/ Urban
7473	0	0.00000	0	51	0	5	$83,967	No	$215,941	Yes	M	Bachelors	Professional	55	Private	$19,420	9	Minivan	no	$2,476	3	No	5	6	Highly Urban/ Urban
7474	0	0.00000	0	52	0	11	$96,339	No	$321,111	Yes	M	Bachelors	Manager	20	Private	$11,130	1	Minivan	no	$0	0	No	1	12	Highly Urban/ Urban
7475	0	0.00000	0	55	0	NA		No		z_No	z_F	PhD	Home Maker	48	Private	$23,060	11	z_SUV	no	$7,052	2	No	3	7	Highly Urban/ Urban
7476	1	8138.00000	0	34	3	0	$0	Yes	$0	z_No	M	z_High School	Student	44	Commercial	$31,810	6	Panel Truck	yes	$1,157	3	No	0	1	Highly Urban/ Urban
7477	0	0.00000	0	29	4	16	$687	No	$0	Yes	z_F	<High School	Student	52	Private	$13,720	6	Minivan	no	$0	0	No	0	8	Highly Urban/ Urban
7479	0	0.00000	0	35	3	4	$112,952	Yes	$309,305	z_No	z_F	Masters	Lawyer	34	Private	$19,700	1	z_SUV	no	$0	0	No	1	19	Highly Urban/ Urban
7482	1	5759.00000	0	38	0	13	$23,711	No	$0	z_No	M	z_High School	Clerical	24	Private	$7,670	10	Pickup	yes	$3,158	3	No	5	9	Highly Urban/ Urban
7485	0	0.00000	0	41	0	11	$51,765	No	$195,292	z_No	z_F	z_High School	Professional	40	Private	$5,600	12	z_SUV	no	$5,259	1	No	5	1	Highly Urban/ Urban
7486	0	0.00000	0	26	1	7	$21,826	No	$114,769	Yes	z_F	z_High School	Clerical	64	Private	$3,680	6	z_SUV	no	$18,428	1	Yes	5	9	z_Highly Rural/ Rural
7487	0	0.00000	0	49	0	0	$0	No	$111,773	Yes	z_F	Masters	Home Maker	29	Private	$6,400	9	z_SUV	no	$0	0	No	0	19	Highly Urban/ Urban
7488	1	5831.00000	0	36	1	10	$75,263	Yes	$207,877	z_No	z_F	Bachelors	Clerical	45	Private	$16,560	1	z_SUV	no	$0	0	Yes	3	12	Highly Urban/ Urban
7489	0	0.00000	0	32	0	NA	$92,192	No	$0	z_No	M	PhD		15	Commercial	$18,160	10	Van	yes	$5,432	5	No	4	17	Highly Urban/ Urban
7490	0	0.00000	0	34	1	10	$21,868	No	$74,301	Yes	z_F	z_High School	Clerical	42	Private	$9,030	1	Minivan	no	$0	0	No	0	5	Highly Urban/ Urban
7492	0	0.00000	0	46	0	7	$4,034	No		Yes	z_F	z_High School	Student	40	Commercial	$8,470	4	z_SUV	no	$0	0	No	0	7	z_Highly Rural/ Rural
7493	0	0.00000	0	62	0	13	$25,407	No	$151,032	Yes	M	z_High School	Clerical	13	Private	$12,930	4	Sports Car	no	$0	0	No	1	4	Highly Urban/ Urban
7495	1	4136.00000	1	43	2	10	$41,796	Yes	$0	z_No	z_F	z_High School	Clerical	20	Private	$17,750	10	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
7496	0	0.00000	0	21	2	13	$1,114	No	$0	Yes	z_F	<High School	Student	134	Private	$1,500	11	Sports Car	yes	$0	0	No	3	4	z_Highly Rural/ Rural
7497	0	0.00000	0	43	0	0	$0	No	$92,216	Yes	M	z_High School	Home Maker	55	Commercial	$5,800	3	Pickup	no	$4,171	4	No	7	1	z_Highly Rural/ Rural
7498	0	0.00000	0	46	0	0	$0	No	$0	Yes	z_F	<High School	Student	57	Private	$6,420	4	z_SUV	no	$0	0	No	0	6	z_Highly Rural/ Rural
7499	1	360.55898	0	48	0	0	$0	No		z_No	z_F	Masters	Home Maker	37	Private	$6,300	6	Sports Car	no	$2,460	1	No	3	12	Highly Urban/ Urban
7500	1	12632.53983	1	43	2	15	$59,346	Yes	$0	z_No	z_F	Bachelors	Professional	29	Private	$8,090	1	Sports Car	no	$5,037	3	No	6	16	Highly Urban/ Urban
7502	1	23642.00358	0	36	0	11	$158	No	$0	Yes	M	z_High School	Student	33	Commercial	$9,850	1	Pickup	yes	$0	0	No	3	NA	Highly Urban/ Urban
7504	1	4797.00000	0	53	0	12	$25,972	No	$97,541	Yes	z_F	z_High School	Clerical	21	Private	$10,860	1	z_SUV	no	$2,457	2	No	4	6	Highly Urban/ Urban
7505	0	0.00000	0	51	0	10	$117,791	No	$343,849	z_No	M	PhD		18	Private	$19,730	4	Van	yes	$0	0	No	2	NA	Highly Urban/ Urban
7506	0	0.00000	0	46	0	8	$23,655	No	$190,550	Yes	M	<High School	z_Blue Collar	40	Private	$8,470	13	Pickup	yes	$0	0	No	0	7	Highly Urban/ Urban
7507	1	1750.84161	2	44	2	11	$104,682	Yes	$0	z_No	z_F	Bachelors	Manager	38	Private	$25,950	7	Minivan	no	$8,543	2	No	8	7	Highly Urban/ Urban
7508	0	0.00000	1	38	2	NA	$74,378	No	$232,956	Yes	M	Bachelors	Professional	23	Private	$19,590	1	Minivan	no	$0	0	No	1	6	z_Highly Rural/ Rural
7510	0	0.00000	0	27	3	13	$55,877	No	$169,598	Yes	M	z_High School	Clerical	41	Private	$9,400	11	Minivan	yes	$0	0	No	0	6	Highly Urban/ Urban
7511	1	840.00000	0	60	0	12	$77,658	No	$272,962	Yes	z_F	Masters	Lawyer	64	Private	$15,270	7	z_SUV	no	$7,705	1	No	7	18	Highly Urban/ Urban
7512	1	3658.80927	0	40	0	11	$62,849	No	$225,934	Yes	z_F	Bachelors	Professional	41	Private	$11,780	1	Sports Car	no	$0	0	No	3	8	Highly Urban/ Urban
7513	0	0.00000	0	39	2	13	$15,098	No	$140,954	Yes	z_F	<High School	z_Blue Collar	32	Private	$5,400	6	z_SUV	no	$0	0	No	1	1	z_Highly Rural/ Rural
7514	0	0.00000	0	50	0	13	$172,109	No	$439,996	Yes	z_F	PhD	Home Maker	50	Private	$23,710	3	Pickup	no	$7,348	2	No	0	9	Highly Urban/ Urban
7515	1	3425.00000	0	37	0	8	$30,848	No	$160,731	Yes	M	<High School	z_Blue Collar	25	Commercial	$31,500	1	Minivan	no	$7,957	1	No	3	10	z_Highly Rural/ Rural
7516	1	19807.30657	0	50	0	12	$67,399	No	$266,563	z_No	M	z_High School	z_Blue Collar	49	Commercial	$19,240	3	Van	yes	$44,641	2	Yes	4	1	Highly Urban/ Urban
7520	0	0.00000	0	39	0	11	$63,542	No	$232,154	Yes	M	Bachelors	Professional	51	Private	$7,240	3	Minivan	no	$0	0	No	3	10	z_Highly Rural/ Rural
7523	0	0.00000	0	43	1	14	$79,568	No	$227,743	Yes	z_F	<High School	z_Blue Collar	81	Private	$23,490	9	Minivan	no	$0	0	No	4	6	Highly Urban/ Urban
7524	1	3353.00000	0	40	2	13		No	$280,943	Yes	M	PhD		33	Commercial	$26,040	10	Panel Truck	yes	$0	0	No	0	13	Highly Urban/ Urban
7525	0	0.00000	0	49	0	11	$95,152	No		z_No	M	Masters	Manager	13	Commercial	$24,000	17	Panel Truck	yes	$0	0	No	0	10	Highly Urban/ Urban
7526	0	0.00000	0	33	2	10	$59,473	No	$203,200	Yes	z_F	z_High School	Clerical	23	Private	$10,750	1	z_SUV	no	$5,676	2	No	4	9	Highly Urban/ Urban
7527	1	4093.00000	0	34	1	11	$98,273	Yes	$295,335	z_No	M	Masters		22	Commercial	$28,190	4	Panel Truck	yes	$0	0	No	1	11	Highly Urban/ Urban
7528	0	0.00000	1	42	1	13	$25,860	No	$102,425	Yes	z_F	z_High School	Clerical	54	Private	$7,140	1	z_SUV	no	$6,983	2	No	5	9	Highly Urban/ Urban
7529	1	9769.45179	0	34	3	15	$26,777	Yes	$0	z_No	z_F	z_High School	Clerical	5	Private	$4,900	3	Sports Car	no	$1,620	1	No	7	6	Highly Urban/ Urban
7530	1	3489.00000	0	36	2	11	$93,067	Yes	$0	z_No	M	Bachelors	Student	51	Commercial	$10,810	1	Pickup	yes	$0	0	No	2	NA	Highly Urban/ Urban
7531	1	31857.74367	1	39	2	8	$15,790	Yes	$0	z_No	z_F	PhD	Lawyer	24	Private	$23,970	1	z_SUV	no	$1,849	2	Yes	5	8	Highly Urban/ Urban
7532	0	0.00000	0	49	0	14	$139,423	No	$370,415	Yes	M	PhD		28	Commercial	$27,600	6	Panel Truck	yes	$0	0	No	0	NA	Highly Urban/ Urban
7533	0	0.00000	0	40	0	10	$36,867	No	$138,277	Yes	M	<High School	z_Blue Collar	56	Private	$10,620	1	Pickup	no	$0	0	No	0	7	Highly Urban/ Urban
7534	1	1875.00000	0	30	1	13	$20,631	No	$110,165	Yes	M	z_High School	Clerical	45	Private	$4,630	3	Minivan	no	$0	0	Yes	0	4	z_Highly Rural/ Rural
7535	0	0.00000	0	52	0	13	$59,496	No	$214,626	Yes	z_F	Bachelors	Professional	17	Private	$14,070	10	Minivan	no	$0	0	No	0	14	Highly Urban/ Urban
7537	0	0.00000	0	35	0	9	$19,639	No	$0	z_No	z_F	z_High School	Clerical	45	Private	$20,860	4	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
7538	0	0.00000	0	49	0	15	$23,672	No	$98,437	Yes	z_F	z_High School	Clerical	68	Private	$21,530	4	Minivan	no	$0	0	No	4	4	z_Highly Rural/ Rural
7540	0	0.00000	0	50	0	13		No	$130,264	Yes	M	Bachelors	Manager	46	Commercial	$9,200	1	Pickup	yes	$0	0	No	0	6	Highly Urban/ Urban
7541	0	0.00000	0	53	0	NA	$20,741	No	$134,822	Yes	z_F	PhD	Home Maker	57	Private	$13,130	7	z_SUV	no	$0	0	No	2	17	z_Highly Rural/ Rural
7542	1	3226.00000	0	49	0	13	$48,983	No	$190,088	Yes	M	PhD		38	Commercial	$11,010	1	Pickup	no	$3,767	2	No	0	12	Highly Urban/ Urban
7543	0	0.00000	0	54	0	NA	$37,424	No	$155,505	Yes	M	z_High School	z_Blue Collar	24	Private	$6,900	10	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
7544	0	0.00000	1	40	2	NA	$18,631	No		Yes	z_F	z_High School	Student	19	Commercial	$14,400	7	z_SUV	no	$26,940	2	No	3	1	Highly Urban/ Urban
7545	0	0.00000	0	52	0	12	$78,609	No	$281,358	z_No	M	Bachelors	Professional	37	Private	$17,520	4	Van	yes	$0	0	No	0	11	z_Highly Rural/ Rural
7546	1	1139.00000	0	40	0	10	$59,566	No	$207,187	z_No	z_F	z_High School	z_Blue Collar	15	Commercial	$8,260	13	z_SUV	no	$0	0	No	1	5	Highly Urban/ Urban
7548	0	0.00000	0	49	0	14	$73,568	No		Yes	z_F	Bachelors	Manager	17	Private	$24,300	1	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
7550	0	0.00000	0	47	0	14	$50,542	No	$234,379	Yes	M	Bachelors	Professional	52	Private	$12,340	1	Minivan	no	$11,471	2	No	0	8	Highly Urban/ Urban
7551	1	1030.00000	2	45	2	NA	$48,124	Yes	$226,555	z_No	z_F	z_High School	Professional	26	Private	$10,810	1	z_SUV	no	$0	0	Yes	0	1	Highly Urban/ Urban
7553	0	0.00000	1	47	1	12	$172,091	No	$374,376	Yes	M	PhD	Manager	5	Commercial	$23,410	6	Panel Truck	yes	$0	0	No	0	16	Highly Urban/ Urban
7555	0	0.00000	0	44	0	11	$92,582	No	$0	z_No	z_F	Masters	Manager	27	Private	$15,160	6	z_SUV	no	$7,939	1	No	3	11	Highly Urban/ Urban
7557	0	0.00000	0	49	0	9	$52,652	No	$190,470	Yes	M	z_High School	Clerical	13	Private	$10,110	6	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
7558	1	5792.00000	0	39	1	7	$55,123	No		Yes	M	z_High School	z_Blue Collar	22	Commercial	$20,580	11	Van	no	$0	0	No	0	5	Highly Urban/ Urban
7559	1	2327.00000	0	46	0	0		No	$0	z_No	z_F	z_High School	Student	43	Commercial	$8,110	10	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
7560	0	0.00000	0	51	0	10	$83,235	No	$0	z_No	M	Masters	Manager	10	Commercial	$30,400	3	Panel Truck	yes	$0	0	No	0	11	Highly Urban/ Urban
7561	0	0.00000	0	30	4	11	$77,207	Yes	$318,565	z_No	z_F	Bachelors	z_Blue Collar	34	Commercial	$21,160	10	z_SUV	no	$35,118	1	Yes	2	11	Highly Urban/ Urban
7562	1	5337.95374	0	52	0	13	$23,714	No	$121,354	Yes	M	<High School	z_Blue Collar	59	Commercial	$9,070	1	Pickup	yes	$0	0	No	3	8	Highly Urban/ Urban
7563	0	0.00000	0	44	3	12	$118,032	No	$337,904	Yes	M	Bachelors	Professional	23	Private	$5,900	1	Pickup	no	$0	0	No	0	1	z_Highly Rural/ Rural
7565	0	0.00000	1	44	1	14	$19,751	No		Yes	M	z_High School	Clerical	26	Commercial	$8,260	1	Pickup	no	$0	0	Yes	2	5	z_Highly Rural/ Rural
7567	1	2576.00000	0	25	4	11	$49,576	Yes	$160,042	z_No	z_F	Masters	Manager	5	Private	$6,460	6	z_SUV	no	$3,862	2	No	1	16	Highly Urban/ Urban
7568	0	0.00000	0	52	0	NA	$31,701	No		Yes	z_F	<High School	z_Blue Collar	25	Commercial	$18,690	9	Minivan	no	$0	0	No	0	9	z_Highly Rural/ Rural
7569	0	0.00000	0	49	0	15	$107,375	No	$332,673	Yes	z_F	Bachelors	Professional	12	Private	$18,390	7	Minivan	no	$0	0	No	1	NA	Highly Urban/ Urban
7573	0	0.00000	0	36	0	10	$95,525	No	$264,584	Yes	M	Bachelors	Manager	19	Commercial	$5,100	9	Pickup	yes	$2,665	3	No	0	9	Highly Urban/ Urban
7574	0	0.00000	0	39	1	14	$55,799	No	$187,099	Yes	z_F	<High School	z_Blue Collar	19	Private	$13,550	4	z_SUV	no	$0	0	No	0	5	z_Highly Rural/ Rural
7576	0	0.00000	0	50	0	8	$37,803	No	$158,257	Yes	M	z_High School	z_Blue Collar	18	Commercial	$16,550	11	Van	yes	$0	0	No	0	1	Highly Urban/ Urban
7577	0	0.00000	0	48	0	14	$92,496	No	$296,957	Yes	z_F	Masters	Lawyer	33	Private	$18,910	6	z_SUV	no	$0	0	No	2	16	Highly Urban/ Urban
7578	1	1985.00000	0	36	0	9	$64,947	No	$0	z_No	z_F	z_High School	z_Blue Collar	26	Commercial	$34,920	1	Minivan	no	$0	0	Yes	0	1	Highly Urban/ Urban
7579	1	4130.00000	0	26	1	11	$42,687	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	35	Commercial	$17,200	1	Minivan	no	$0	0	No	6	1	Highly Urban/ Urban
7580	1	4665.00000	0	41	0	9	$74,706	No	$0	z_No	M	Bachelors	Professional	31	Commercial	$26,530	1	Panel Truck	yes	$2,884	1	No	8	8	Highly Urban/ Urban
7581	0	0.00000	0	50	0	9	$14,588	No	$0	z_No	z_F	Bachelors	Clerical	35	Private	$13,280	4	z_SUV	no	$0	0	No	5	12	z_Highly Rural/ Rural
7582	0	0.00000	0	53	0	0	$0	No	$0	z_No	M	PhD	Doctor	35	Private	$13,870	1	Minivan	yes	$0	0	No	2	14	Highly Urban/ Urban
7583	0	0.00000	0	51	0	11	$102,099	No	$305,769	z_No	z_F	Bachelors	Manager	27	Private	$11,710	5	z_SUV	no	$0	0	No	1	12	Highly Urban/ Urban
7584	0	0.00000	0	32	2	13	$74,702	No	$183,767	Yes	z_F	<High School	z_Blue Collar	5	Private	$18,820	12	Minivan	no	$8,985	2	No	2	1	Highly Urban/ Urban
7585	0	0.00000	0	48	0	17	$23,080	No	$139,852	Yes	M	z_High School	Professional	28	Private	$8,610	6	Pickup	no	$0	0	No	0	7	Highly Urban/ Urban
7587	1	3381.00000	0	42	2	14	$55,328	Yes	$0	z_No	M	z_High School	z_Blue Collar	32	Commercial	$11,230	7	Minivan	no	$7,607	4	No	2	10	Highly Urban/ Urban
7588	0	0.00000	0	65	0	16	$24,274	No	$211,649	Yes	z_F	z_High School	Clerical	42	Private	$10,770	1	Sports Car	no	$1,235	2	No	1	12	z_Highly Rural/ Rural
7591	0	0.00000	0	44	0	11	$32,812	No		Yes	M	<High School	z_Blue Collar	39	Private	$9,180	1	Pickup	yes	$0	0	No	0	5	Highly Urban/ Urban
7592	0	0.00000	0	58	0	11	$178,147	No	$0	z_No	M	Masters	Lawyer	39	Private	$1,500	10	Minivan	no	$0	0	No	0	17	Highly Urban/ Urban
7593	0	0.00000	0	66	0	15	$35,095	No	$200,581	Yes	M	Bachelors	Manager	40	Private	$25,280	6	Pickup	no	$2,596	2	No	2	17	Highly Urban/ Urban
7594	0	0.00000	0	47	0	8	$84,850	No	$256,828	Yes	z_F	Bachelors	z_Blue Collar	31	Commercial	$23,840	17	Pickup	no	$0	0	Yes	0	6	Highly Urban/ Urban
7595	0	0.00000	0	53	0	15	$72,403	No	$247,537	z_No	M	Masters	Manager	14	Private	$24,140	7	Minivan	no	$0	0	No	0	14	Highly Urban/ Urban
7596	1	5238.00000	0	45	0	13	$8,234	No	$0	Yes	M	<High School	Student	12	Private	$1,650	1	Minivan	no	$0	0	Yes	3	NA	Highly Urban/ Urban
7598	0	0.00000	0	44	0	9	$92,022	No	$232,327	Yes	M	Bachelors	z_Blue Collar	40	Commercial	$19,090	13	Van	yes	$0	0	No	2	6	z_Highly Rural/ Rural
7599	1	3543.52461	0	26	2	12	$41,746	Yes	$0	z_No	M	z_High School	Manager	41	Commercial	$8,270	10	Pickup	no	$6,081	4	No	0	1	Highly Urban/ Urban
7600	0	0.00000	0	39	1	12	$80,186	Yes	$0	z_No	z_F	Bachelors	Professional	19	Private	$14,020	1	Minivan	no	$6,642	1	No	2	14	Highly Urban/ Urban
7601	1	2573.00000	0	62	0	12	$23,264	No	$205,740	Yes	M	z_High School	Professional	24	Private	$19,120	3	Sports Car	yes	$2,136	3	No	3	1	Highly Urban/ Urban
7603	0	0.00000	0	31	2	12	$112,632	No	$298,529	Yes	M	z_High School	Professional	57	Private	$16,550	6	Van	yes	$0	0	No	0	1	z_Highly Rural/ Rural
7606	0	0.00000	0	46	0	12	$30,263	No	$131,414	Yes	M	z_High School	Clerical	35	Private	$21,640	10	Van	yes	$0	0	No	0	4	z_Highly Rural/ Rural
7607	0	0.00000	0	52	0	16	$56,482	No	$213,726	Yes	M	z_High School	z_Blue Collar	31	Commercial	$18,390	10	Minivan	yes	$2,067	3	No	3	9	Highly Urban/ Urban
7608	0	0.00000	0	42	1	13	$126,762	Yes	$0	z_No	z_F	PhD	Doctor	54	Private	$18,380	10	z_SUV	no	$5,279	3	No	0	13	Highly Urban/ Urban
7609	0	0.00000	0	46	0	10	$70,191	No	$218,831	Yes	M	Bachelors	Manager	30	Private	$31,500	4	Minivan	no	$0	0	No	0	10	Highly Urban/ Urban
7610	0	0.00000	0	55	0	7	$41,952	No	$197,932	Yes	M	z_High School	z_Blue Collar	56	Commercial	$11,200	3	Pickup	no	$2,085	2	No	2	10	Highly Urban/ Urban
7611	0	0.00000	0	57	0	14	$49,564	No	$195,914	Yes	z_F	Bachelors	Clerical	12	Private	$11,530	10	z_SUV	no	$38,084	1	Yes	6	13	Highly Urban/ Urban
7613	0	0.00000	0	59	0	14	$28,100	No	$116,034	Yes	z_F	z_High School	Clerical	71	Private	$7,400	1	z_SUV	no	$2,319	2	No	0	10	z_Highly Rural/ Rural
7614	0	0.00000	0	55	0	13	$108,409	No	$307,730	Yes	M	Bachelors	z_Blue Collar	56	Private	$20,260	10	Minivan	no	$0	0	No	3	10	Highly Urban/ Urban
7616	1	2124.00000	1	36	2	12	$95,942	Yes	$0	z_No	z_F	Masters	Manager	46	Private	$14,690	4	z_SUV	no	$17,070	2	Yes	6	19	Highly Urban/ Urban
7618	1	1651.00000	0	58	0	14	$2,724	No	$0	z_No	z_F	<High School	Student	53	Private	$15,220	6	z_SUV	no	$20,511	1	Yes	0	1	Highly Urban/ Urban
7619	0	0.00000	0	50	0	1	$76,489	No	$259,139	Yes	z_F	Masters	Lawyer	33	Private	$14,150	1	z_SUV	no	$0	0	No	4	13	Highly Urban/ Urban
7620	0	0.00000	0	55	0	12	$107,264	No	$0	z_No	M	Masters	Manager	56	Commercial	$7,000	10	Pickup	yes	$5,191	2	No	6	13	Highly Urban/ Urban
7621	0	0.00000	0	37	0	11	$16,251	No	$0	z_No	M	z_High School	Student	19	Private	$6,830	6	Pickup	yes	$0	0	No	1	7	z_Highly Rural/ Rural
7622	0	0.00000	0	45	0	7	$31,127	No		Yes	z_F	Bachelors	z_Blue Collar	36	Commercial	$25,860	6	Sports Car	no	$0	0	No	0	9	Highly Urban/ Urban
7623	0	0.00000	0	46	0	14	$50,759	No	$0	z_No	z_F	Bachelors	Manager	30	Private	$11,180	1	z_SUV	no	$0	0	No	0	3	Highly Urban/ Urban
7625	0	0.00000	0	36	0	11	$37,869	No	$160,542	Yes	z_F	Bachelors	Clerical	13	Private	$8,890	4	z_SUV	no	$0	0	No	1	7	Highly Urban/ Urban
7626	0	0.00000	0	66	2	0	$0	No	$148,288	Yes	z_F	PhD	Home Maker	45	Private	$22,240	1	Sports Car	no	$0	0	No	0	10	Highly Urban/ Urban
7627	0	0.00000	0	54	0	14	$54,439	No	$199,224	Yes	M	Bachelors	Professional	18	Commercial	$22,900	10	Panel Truck	yes	$0	0	No	0	11	Highly Urban/ Urban
7628	0	0.00000	0	50	0	6	$67,488	No	$206,632	Yes	M	Bachelors	Manager	52	Private	$17,000	6	Minivan	no	$0	0	No	2	6	Highly Urban/ Urban
7629	0	0.00000	0	63	0	16	$141,953	No	$377,925	Yes	M	PhD		35	Commercial	$29,630	1	Pickup	yes	$38,930	1	Yes	1	9	Highly Urban/ Urban
7630	1	2849.00000	0	41	0	9	$27,521	No	$141,133	Yes	z_F	<High School	z_Blue Collar	29	Private	$8,350	1	Sports Car	no	$536	1	No	0	1	Highly Urban/ Urban
7631	0	0.00000	0	49	0	12	$71,512	No	$0	z_No	z_F	Masters	Manager	27	Private	$13,550	1	Sports Car	no	$0	0	No	0	18	Highly Urban/ Urban
7633	0	0.00000	2	37	3	12	$28,292	Yes	$0	z_No	z_F	z_High School	Clerical	47	Private	$14,600	1	Minivan	no	$0	0	No	2	1	Highly Urban/ Urban
7634	1	3335.00000	2	41	3	11	$63,610	Yes	$0	z_No	M	z_High School	Clerical	10	Private	$11,960	15	Minivan	no	$45,931	1	Yes	3	1	Highly Urban/ Urban
7635	0	0.00000	0	49	0	13	$12,194	No	$102,719	Yes	z_F	Bachelors	Home Maker	25	Private	$12,120	1	z_SUV	no	$0	0	No	0	11	z_Highly Rural/ Rural
7636	0	0.00000	0	54	0	14	$70,632	No	$250,307	Yes	M	Bachelors	Professional	56	Private	$19,750	4	Minivan	yes	$0	0	No	4	16	z_Highly Rural/ Rural
7637	0	0.00000	0	29	2	14	$104,420	Yes	$0	z_No	z_F	Masters	Manager	19	Private	$4,400	7	Sports Car	no	$44,351	3	Yes	3	17	Highly Urban/ Urban
7638	1	5323.00000	0	46	0	10	$70,840	No	$0	z_No	M	Bachelors	Professional	26	Private	$17,140	1	Minivan	yes	$4,655	2	No	5	1	Highly Urban/ Urban
7640	0	0.00000	0	61	0	11	$67,813	No	$249,997	Yes	z_F	Bachelors	Professional	51	Private	$21,190	6	Sports Car	no	$0	0	No	0	6	z_Highly Rural/ Rural
7641	0	0.00000	0	58	0	14	$213,892	No	$507,584	Yes	z_F	PhD	Doctor	34	Private	$28,690	6	Minivan	no	$0	0	No	0	17	Highly Urban/ Urban
7644	0	0.00000	0	52	0	11	$189,038	No	$0	z_No	z_F	PhD		32	Commercial	$35,980	4	Pickup	no	$8,292	3	No	0	12	Highly Urban/ Urban
7645	1	5161.00000	0	49	0	10		No		z_No	z_F	z_High School	z_Blue Collar	24	Commercial	$18,430	6	z_SUV	no	$27,389	2	Yes	4	9	Highly Urban/ Urban
7646	1	4857.00000	0	57	0	12	$35,436	No	$187,051	Yes	z_F	z_High School	z_Blue Collar	39	Commercial	$10,100	1	z_SUV	no	$0	0	No	4	3	Highly Urban/ Urban
7647	1	7843.00000	0	62	0	12	$34,033	No	$0	z_No	M	z_High School	z_Blue Collar	43	Commercial	$19,010	10	Van	no	$0	0	Yes	5	1	Highly Urban/ Urban
7648	0	0.00000	0	46	0	11	$33,914	No	$0	z_No	z_F	Bachelors	Clerical	25	Commercial	$16,300	1	Van	no	$0	0	No	1	8	Highly Urban/ Urban
7651	1	3883.00000	0	34	3	0	$0	No	$74,744	Yes	z_F	Bachelors	Home Maker	36	Private	$4,900	1	Sports Car	no	$0	0	No	0	6	Highly Urban/ Urban
7652	0	0.00000	0	43	0	11	$1,852	No	$0	Yes	z_F	<High School	Student	17	Private	$5,800	4	Sports Car	no	$0	0	No	1	7	z_Highly Rural/ Rural
7655	0	0.00000	0	44	2	9	$91,785	No	$288,497	Yes	z_F	Bachelors	Professional	35	Private	$34,750	4	Van	no	$0	0	No	0	8	z_Highly Rural/ Rural
7656	0	0.00000	0	52	0	13	$7,079	No	$115,595	Yes	z_F	<High School	z_Blue Collar	26	Commercial	$19,640	10	Pickup	no	$0	0	No	0	1	z_Highly Rural/ Rural
7658	0	0.00000	0	58	0	11	$57,103	No	$0	z_No	z_F	z_High School	z_Blue Collar	17	Commercial	$7,300	10	Sports Car	no	$592	2	No	4	1	z_Highly Rural/ Rural
7659	1	942.00000	0	26	3	13	$7,832	No	$58,632	Yes	z_F	<High School	Clerical	33	Private	$7,620	11	z_SUV	no	$5,304	2	No	11	1	Highly Urban/ Urban
7660	0	0.00000	0	49	0	13	$19,377	No	$0	z_No	z_F	Bachelors	Manager	43	Private	$12,850	6	z_SUV	no	$4,761	2	No	2	NA	Highly Urban/ Urban
7661	0	0.00000	0	46	0	12	$49,657	No	$139,287	Yes	z_F	Bachelors	Home Maker	38	Private	$13,420	1	z_SUV	no	$12,775	1	No	4	NA	Highly Urban/ Urban
7663	0	0.00000	0	56	0	11	$123,999	No	$332,786	z_No	M	z_High School	Professional	47	Private	$19,500	17	Van	yes	$0	0	No	0	8	Highly Urban/ Urban
7664	0	0.00000	0	54	0	10	$35,090	No	$188,255	z_No	z_F	z_High School	Clerical	40	Private	$14,650	1	z_SUV	no	$0	0	No	0	6	z_Highly Rural/ Rural
7665	0	0.00000	0	34	1	15	$88,882	No	$264,963	Yes	z_F	Bachelors	Manager	5	Private	$4,900	4	z_SUV	no	$3,548	4	No	3	1	Highly Urban/ Urban
7666	0	0.00000	0	36	0	10	$35,676	No		z_No	M	z_High School	z_Blue Collar	45	Commercial	$15,120	10	Minivan	yes	$0	0	No	0	7	z_Highly Rural/ Rural
7667	0	0.00000	0	49	0	0	$0	No	$84,563	Yes	M	Masters	Lawyer	67	Private	$18,420	7	Minivan	no	$26,088	1	Yes	4	17	Highly Urban/ Urban
7668	0	0.00000	0	41	3	15	$211,575	Yes	$515,570	z_No	M	PhD	Manager	9	Private	$7,260	1	Pickup	no	$698	1	No	4	NA	Highly Urban/ Urban
7670	0	0.00000	1	37	2	10	$110,007	Yes	$243,816	z_No	z_F	z_High School	z_Blue Collar	44	Private	$16,200	4	z_SUV	no	$0	0	No	4	6	z_Highly Rural/ Rural
7672	0	0.00000	0	49	0	13		No	$359,366	Yes	M	Masters	Manager	32	Private	$27,820	14	Minivan	yes	$0	0	No	4	8	Highly Urban/ Urban
7673	0	0.00000	0	51	0	15	$123,363	No		Yes	z_F	Masters	Lawyer	37	Private	$21,780	10	Sports Car	no	$0	0	No	0	12	Highly Urban/ Urban
7674	1	2535.00000	0	46	0	13	$33,953	No	$164,542	Yes	M	<High School	z_Blue Collar	32	Private	$12,040	4	Minivan	yes	$0	0	No	0	6	Highly Urban/ Urban
7676	1	3505.00000	1	39	1	13	$13,765	No	$82,223	Yes	z_F	<High School	Clerical	28	Private	$22,960	1	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
7677	0	0.00000	0	50	0	15	$51,006	No	$182,512	z_No	M	z_High School	z_Blue Collar	52	Commercial	$11,600	1	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
7679	0	0.00000	0	53	0	7	$83,066	No	$251,126	Yes	z_F	Masters	Lawyer	30	Private	$6,800	1	z_SUV	no	$0	0	Yes	0	NA	Highly Urban/ Urban
7680	0	0.00000	0	51	0	0	$0	No	$0	z_No	z_F	<High School	Home Maker	36	Private	$7,500	1	z_SUV	no	$0	0	No	1	4	z_Highly Rural/ Rural
7681	0	0.00000	0	53	0	5	$38,467	No	$0	z_No	M	z_High School	Manager	30	Commercial	$11,560	4	Pickup	yes	$1,231	3	No	1	1	Highly Urban/ Urban
7683	0	0.00000	1	42	2	15	$22,155	No	$127,123	Yes	M	Masters	Lawyer	30	Private	$3,720	1	Minivan	yes	$0	0	No	1	15	Highly Urban/ Urban
7684	1	2939.00000	0	56	0	10	$18,237	No	$128,367	Yes	z_F	Masters	Lawyer	12	Private	$8,920	1	z_SUV	no	$0	0	Yes	0	17	Highly Urban/ Urban
7685	0	0.00000	0	31	2	13	$9,961	No	$94,727	Yes	z_F	<High School	Home Maker	53	Private	$5,860	1	z_SUV	no	$0	0	Yes	0	4	z_Highly Rural/ Rural
7686	1	1923.00000	0	42	0	NA	$77,508	No		z_No	M	Bachelors	Professional	38	Commercial	$43,290	3	Panel Truck	yes	$19,942	3	Yes	1	8	Highly Urban/ Urban
7687	0	0.00000	0	56	0	11	$197,493	No	$0	z_No	M	PhD		21	Commercial	$26,000	1	Panel Truck	no	$8,018	4	No	5	12	Highly Urban/ Urban
7691	1	1157.82422	0	49	0	13	$55,447	No	$0	z_No	z_F	<High School	z_Blue Collar	5	Private	$13,650	17	z_SUV	no	$7,062	3	No	0	1	Highly Urban/ Urban
7693	0	0.00000	0	55	0	6	$51,516	No	$0	z_No	M	Masters		39	Commercial	$11,940	10	Pickup	yes	$0	0	No	0	19	Highly Urban/ Urban
7694	0	0.00000	0	45	0	8	$40,368	No	$171,248	Yes	z_F	Bachelors	Professional	37	Private	$10,040	1	z_SUV	no	$0	0	No	0	8	z_Highly Rural/ Rural
7695	0	0.00000	0	50	0	6	$41,723	No	$206,552	Yes	M	Masters	Manager	42	Private	$10,670	1	Minivan	yes	$0	0	No	1	11	Highly Urban/ Urban
7696	0	0.00000	0	51	0	15	$36,751	No	$0	z_No	z_F	PhD	Home Maker	36	Private	$20,730	4	Minivan	no	$0	0	No	5	15	z_Highly Rural/ Rural
7697	0	0.00000	0	62	0	18	$48,350	No	$241,411	Yes	z_F	Masters	Professional	39	Private	$16,860	3	Sports Car	no	$27,425	3	No	0	16	Highly Urban/ Urban
7698	0	0.00000	0	54	0	NA	$74,857	No	$236,453	Yes	M	Bachelors	Manager	38	Private	$14,390	7	Minivan	no	$0	0	No	0	11	Highly Urban/ Urban
7700	1	4614.00000	2	44	3	14	$15,385	Yes	$0	z_No	z_F	<High School	Clerical	38	Private	$9,670	3	z_SUV	no	$0	0	No	0	5	Highly Urban/ Urban
7701	0	0.00000	0	56	0	10	$31,093	No		Yes	M	Masters	Manager	19	Private	$7,060	1	Pickup	no	$0	0	No	2	9	Highly Urban/ Urban
7702	1	3392.00000	0	27	3	9	$10,852	Yes	$0	z_No	z_F	<High School	Home Maker	59	Private	$10,830	6	z_SUV	no	$0	0	No	1	1	Highly Urban/ Urban
7703	0	0.00000	0	47	0	12	$56,483	No	$229,334	Yes	z_F	<High School	z_Blue Collar	37	Commercial	$20,960	1	Pickup	no	$0	0	Yes	3	7	z_Highly Rural/ Rural
7704	0	0.00000	0	53	0	13	$26,429	No	$163,090	Yes	z_F	<High School	z_Blue Collar	42	Private	$9,440	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
7706	1	7345.00000	0	40	0	11	$30,069	No	$168,683	Yes	z_F	z_High School	Clerical	41	Private	$9,460	1	Sports Car	no	$0	0	Yes	1	1	Highly Urban/ Urban
7707	0	0.00000	0	49	0	7	$176,866	No	$0	z_No	M	Masters		69	Private	$32,720	1	Minivan	yes	$0	0	No	1	16	Highly Urban/ Urban
7708	0	0.00000	2	45	2	12	$49,979	No	$186,606	Yes	M	z_High School	Clerical	31	Commercial	$11,000	4	Pickup	yes	$0	0	No	1	10	z_Highly Rural/ Rural
7709	0	0.00000	0	34	4	16	$72,641	No	$230,443	Yes	M	Bachelors	Clerical	15	Private	$4,800	6	Pickup	yes	$0	0	No	3	9	Highly Urban/ Urban
7710	0	0.00000	0	45	0	11	$53,556	No	$167,505	Yes	M	<High School	z_Blue Collar	63	Commercial	$21,290	13	Van	yes	$0	0	No	0	1	Highly Urban/ Urban
7711	1	14811.09801	0	42	0	14	$40,480	No	$164,701	Yes	M	Bachelors	Clerical	71	Commercial	$10,830	6	Pickup	yes	$0	0	No	0	13	Highly Urban/ Urban
7713	1	5005.00000	0	39	0	12	$70,862	No	$225,345	Yes	M	Bachelors	z_Blue Collar	48	Private	$4,740	6	Pickup	yes	$0	0	Yes	0	6	Highly Urban/ Urban
7714	0	0.00000	0	57	0	9	$177,380	No	$422,429	Yes	M	PhD	Manager	31	Commercial	$19,590	4	Van	yes	$0	0	No	1	12	Highly Urban/ Urban
7715	0	0.00000	0	56	0	12	$62,483	No		Yes	z_F	Bachelors	Manager	18	Private	$13,350	3	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
7716	0	0.00000	0	42	0	13		No	$244,711	Yes	M	<High School	z_Blue Collar	24	Commercial	$16,340	1	Van	yes	$7,523	4	No	0	4	z_Highly Rural/ Rural
7717	0	0.00000	0	46	0	NA	$67,938	No	$235,842	Yes	z_F	PhD	Lawyer	48	Private	$13,690	1	z_SUV	no	$4,656	4	No	0	13	Highly Urban/ Urban
7718	0	0.00000	0	43	0	7	$29,435	No	$0	z_No	z_F	z_High School	Clerical	37	Private	$27,500	4	Minivan	no	$0	0	No	3	1	z_Highly Rural/ Rural
7719	1	3833.40491	0	38	0	0	$0	No	$87,708	Yes	M	<High School	Student	24	Commercial	$20,260	1	Van	yes	$934	2	No	4	1	Highly Urban/ Urban
7720	0	0.00000	0	56	0	3	$37,352	No	$0	z_No	M	Masters	Lawyer	20	Private	$13,340	1	Minivan	yes	$0	0	No	1	20	z_Highly Rural/ Rural
7721	0	0.00000	0	32	3	0	$0	No	$0	Yes	z_F	Bachelors	Home Maker	75	Private	$4,700	6	Sports Car	no	$0	0	No	0	11	z_Highly Rural/ Rural
7722	0	0.00000	0	48	0	12	$10,476	No	$106,938	Yes	z_F	<High School	Student	29	Private	$6,480	1	Sports Car	no	$0	0	No	0	8	Highly Urban/ Urban
7723	0	0.00000	0	51	0	0	$0	No	$91,232	z_No	z_F	Bachelors	Home Maker	25	Private	$1,500	1	z_SUV	no	$0	0	No	2	1	z_Highly Rural/ Rural
7724	0	0.00000	0	45	0	13	$75,386	No	$207,203	Yes	z_F	Masters	Manager	5	Private	$17,570	1	z_SUV	no	$0	0	Yes	3	NA	Highly Urban/ Urban
7725	1	4081.00000	0	44	0	8	$79,899	No	$0	z_No	z_F	Masters	Manager	25	Private	$9,490	1	Sports Car	no	$0	0	No	0	17	Highly Urban/ Urban
7727	0	0.00000	0	44	0	0	$0	No	$91,344	Yes	z_F	Masters	Home Maker	39	Private	$11,340	4	Minivan	no	$0	0	No	1	14	Highly Urban/ Urban
7729	0	0.00000	0	46	0	12		No	$355,800	z_No	z_F	Bachelors	Professional	36	Private	$7,490	4	z_SUV	no	$9,255	1	No	5	NA	Highly Urban/ Urban
7730	0	0.00000	0	51	0	11	$152,462	No	$0	z_No	z_F	Masters	Manager	23	Private	$17,930	13	z_SUV	no	$6,788	3	No	0	14	Highly Urban/ Urban
7731	1	4783.00000	0	43	0	11	$58,251	No	$210,945	z_No	M	Bachelors	Manager	57	Commercial	$19,030	4	Van	no	$0	0	Yes	0	7	Highly Urban/ Urban
7732	0	0.00000	0	34	3	14	$86,877	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	14	Commercial	$13,590	7	Minivan	no	$0	0	No	2	14	Highly Urban/ Urban
7733	0	0.00000	0	44	2	14	$23,541	No	$171,928	Yes	z_F	<High School	Clerical	49	Private	$6,250	1	z_SUV	no	$0	0	No	3	5	Highly Urban/ Urban
7734	0	0.00000	0	57	0	14	$100,985	No	$280,768	Yes	z_F	Masters	Lawyer	8	Private	$22,710	6	z_SUV	no	$4,531	3	No	2	15	Highly Urban/ Urban
7736	1	5273.00000	0	32	3	0	$0	No	$64,184	Yes	z_F	Bachelors	Home Maker	51	Private	$13,140	6	Sports Car	no	$0	0	No	0	4	z_Highly Rural/ Rural
7738	0	0.00000	0	49	0	10		No		z_No	z_F	z_High School	z_Blue Collar	22	Commercial	$4,720	1	z_SUV	no	$557	3	No	4	7	Highly Urban/ Urban
7740	0	0.00000	0	36	3	NA	$29,033	No	$181,744	Yes	z_F	z_High School	Clerical	29	Private	$29,960	4	Pickup	no	$7,867	1	No	5	1	Highly Urban/ Urban
7741	0	0.00000	1	41	2	13	$90,405	Yes	$268,678	z_No	M	z_High School	z_Blue Collar	32	Commercial	$17,680	1	Van	no	$36,839	2	No	3	1	z_Highly Rural/ Rural
7742	0	0.00000	0	41	3	16	$18,351	No	$0	Yes	z_F	z_High School	Student	30	Commercial	$11,720	7	Pickup	yes	$0	0	Yes	2	6	Highly Urban/ Urban
7745	0	0.00000	0	36	0	13		No	$150,426	Yes	M	z_High School	Clerical	13	Private	$16,230	6	Minivan	yes	$6,654	2	No	0	1	Highly Urban/ Urban
7747	0	0.00000	0	47	0	12	$114,748	No	$289,437	Yes	z_F	z_High School	z_Blue Collar	34	Commercial	$24,740	4	Minivan	no	$0	0	No	0	10	Highly Urban/ Urban
7748	0	0.00000	0	51	0	11	$159,809	No		Yes	M	Masters		22	Commercial	$22,580	6	Panel Truck	no	$0	0	Yes	3	19	Highly Urban/ Urban
7751	0	0.00000	0	50	0	13	$81,614	No	$0	z_No	M	Masters	Lawyer	32	Private	$21,870	12	Minivan	no	$0	0	No	5	16	Highly Urban/ Urban
7753	0	0.00000	0	31	1	4	$119,331	No	$363,888	Yes	M	Bachelors	Professional	30	Commercial	$29,230	6	Panel Truck	no	$12,636	3	Yes	2	10	Highly Urban/ Urban
7754	0	0.00000	0	31	0	9	$33,768	No	$147,167	Yes	M	z_High School	Professional	19	Commercial	$8,210	6	Pickup	yes	$0	0	No	1	1	Highly Urban/ Urban
7757	0	0.00000	0	45	2	13	$29,754	Yes	$0	z_No	z_F	Masters	Lawyer	12	Private	$19,350	10	Minivan	no	$0	0	No	0	10	Highly Urban/ Urban
7758	0	0.00000	0	66	0	13	$45,790	No	$213,595	Yes	z_F	Bachelors	Home Maker	15	Commercial	$25,090	10	Pickup	no	$0	0	No	0	15	z_Highly Rural/ Rural
7759	0	0.00000	0	45	1	10	$69,411	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	34	Commercial	$12,940	7	Minivan	no	$0	0	Yes	1	1	Highly Urban/ Urban
7760	1	3012.00000	0	47	0	16	$54,807	No	$183,953	Yes	z_F	z_High School	z_Blue Collar	43	Commercial	$7,280	1	Pickup	no	$4,009	2	No	2	6	Highly Urban/ Urban
7761	0	0.00000	1	44	2	5	$28,833	No	$183,748	Yes	M	<High School	Clerical	36	Private	$20,550	1	Van	yes	$0	0	No	3	1	z_Highly Rural/ Rural
7763	1	2972.00000	3	42	3	4	$19,759	Yes	$0	z_No	M	<High School	z_Blue Collar	30	Private	$15,100	1	Minivan	yes	$35,863	2	Yes	4	8	Highly Urban/ Urban
7765	0	0.00000	0	47	0	NA	$23,290	No		Yes	z_F	z_High School	z_Blue Collar	46	Commercial	$8,530	6	z_SUV	no	$17,597	2	No	0	7	Highly Urban/ Urban
7766	0	0.00000	2	43	2	13	$63,357	No	$222,957	Yes	M	Bachelors	z_Blue Collar	26	Commercial	$12,930	6	Minivan	yes	$0	0	No	4	1	z_Highly Rural/ Rural
7767	0	0.00000	0	68	0	10		No	$300,670	Yes	M	PhD	Manager	29	Commercial	$27,430	7	Pickup	yes	$5,967	1	No	4	18	Highly Urban/ Urban
7768	0	0.00000	0	51	0	9	$102,330	No	$319,224	Yes	z_F	Bachelors	Manager	22	Private	$16,830	6	Minivan	no	$0	0	No	1	9	Highly Urban/ Urban
7771	1	7802.00000	0	32	4	12	$4,564	Yes	$0	z_No	z_F	z_High School	Student	31	Commercial	$13,810	4	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
7772	0	0.00000	0	55	0	13	$50,431	No	$178,760	Yes	M	z_High School	z_Blue Collar	39	Commercial	$14,660	11	Minivan	no	$0	0	No	0	10	z_Highly Rural/ Rural
7773	1	4771.00000	0	66	0	7	$78,458	No	$267,837	Yes	M	Bachelors	z_Blue Collar	40	Commercial	$14,910	13	z_SUV	yes	$3,894	4	No	0	13	Highly Urban/ Urban
7774	1	4847.67931	1	40	2	14	$67,700	Yes	$200,231	z_No	M	Bachelors	Manager	47	Private	$17,430	1	Van	yes	$6,452	4	No	4	7	Highly Urban/ Urban
7775	0	0.00000	0	35	0	4	$51,116	No	$0	z_No	z_F	Bachelors	z_Blue Collar	43	Commercial	$14,200	10	z_SUV	no	$5,459	2	No	0	12	Highly Urban/ Urban
7777	1	53796.19548	0	54	1	11	$43,673	Yes	$172,395	z_No	z_F	z_High School	z_Blue Collar	39	Commercial	$18,690	7	Minivan	no	$0	0	No	1	1	Highly Urban/ Urban
7779	0	0.00000	0	41	0	NA	$49,094	No	$212,215	Yes	z_F	z_High School	z_Blue Collar	28	Commercial	$10,510	10	z_SUV	no	$7,010	1	No	0	1	Highly Urban/ Urban
7780	0	0.00000	0	50	0	13	$45,499	No	$196,923	z_No	M	Bachelors	Professional	28	Private	$6,050	10	Minivan	yes	$0	0	No	0	12	Highly Urban/ Urban
7781	0	0.00000	3	43	4	18		Yes	$0	z_No	z_F	z_High School	Student	51	Commercial	$7,620	6	z_SUV	no	$0	0	Yes	0	4	z_Highly Rural/ Rural
7782	0	0.00000	0	45	0	11	$48,961	No	$177,210	Yes	z_F	Bachelors	Home Maker	24	Private	$16,930	6	Sports Car	no	$0	0	No	3	8	Highly Urban/ Urban
7783	0	0.00000	0	50	0	16	$46,228	No		Yes	z_F	z_High School	z_Blue Collar	47	Commercial	$21,090	6	Pickup	no	$0	0	No	0	4	z_Highly Rural/ Rural
7785	1	4927.00000	0	42	0	13	$40,277	No	$156,362	z_No	M	Bachelors	Professional	46	Commercial	$5,530	6	Pickup	yes	$8,942	2	No	6	9	Highly Urban/ Urban
7787	0	0.00000	0	57	0	13	$92,106	No	$0	z_No	z_F	Bachelors	Manager	46	Private	$25,710	9	Minivan	no	$0	0	No	1	7	Highly Urban/ Urban
7788	0	0.00000	0	36	0	13	$244,076	No	$565,586	Yes	M	PhD		48	Commercial	$29,510	1	Panel Truck	no	$0	0	No	0	1	Highly Urban/ Urban
7790	0	0.00000	0	38	0	13	$126,747	No	$311,195	Yes	z_F	PhD	Professional	9	Private	$17,970	11	Minivan	no	$3,381	1	No	7	22	Highly Urban/ Urban
7791	1	3758.00000	0	26	0	10	$12,240	No	$101,334	z_No	z_F	<High School	Student	21	Private	$5,320	1	Sports Car	no	$6,094	2	No	0	6	Highly Urban/ Urban
7792	0	0.00000	0	48	0	12	$25,094	No	$0	z_No	z_F	z_High School	z_Blue Collar	18	Commercial	$8,810	16	Sports Car	no	$4,852	1	No	5	1	Highly Urban/ Urban
7795	0	0.00000	1	45	1	11	$35,825	No	$212,583	Yes	M	<High School	Clerical	34	Commercial	$5,080	9	Pickup	no	$0	0	No	1	7	z_Highly Rural/ Rural
7796	1	1331.00000	1	41	1	11	$65,483	No		Yes	M	PhD		30	Commercial	$5,620	17	Pickup	yes	$7,351	2	No	0	18	Highly Urban/ Urban
7797	1	3455.00000	0	48	0	7	$24,601	No	$128,982	z_No	M	PhD		21	Commercial	$8,760	1	Pickup	no	$0	0	No	1	10	Highly Urban/ Urban
7798	0	0.00000	0	39	0	11	$23,670	No	$0	z_No	M	<High School	Clerical	10	Private	$16,440	5	Van	yes	$34,346	3	Yes	3	1	Highly Urban/ Urban
7799	0	0.00000	0	49	0	NA	$174,329	No	$417,731	z_No	M	PhD		22	Commercial	$26,250	7	Panel Truck	no	$0	0	No	0	8	Highly Urban/ Urban
7800	0	0.00000	0	47	0	NA	$48,517	No	$220,943	Yes	z_F	<High School	Clerical	33	Private	$11,050	7	z_SUV	no	$5,908	2	No	2	1	Highly Urban/ Urban
7801	0	0.00000	0	44	0	12	$31,526	No	$139,414	Yes	z_F	z_High School	Clerical	27	Private	$10,960	6	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
7802	0	0.00000	0	57	0	14	$188,059	No		z_No	M	PhD	Doctor	28	Private	$26,010	1	Minivan	yes	$25,989	1	Yes	4	12	Highly Urban/ Urban
7803	1	4536.00000	0	50	0	8	$30,956	No	$166,846	Yes	M	z_High School	Clerical	11	Commercial	$17,400	4	Van	no	$3,288	2	No	3	7	Highly Urban/ Urban
7805	0	0.00000	0	42	2	11	$10,806	Yes	$0	z_No	z_F	<High School	Clerical	5	Private	$8,230	10	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
7806	1	5282.00000	1	36	2	12	$32,474	No	$108,745	Yes	M	z_High School	Clerical	59	Private	$8,350	4	Pickup	no	$0	0	No	0	1	z_Highly Rural/ Rural
7807	1	2959.00000	0	36	0	12		No	$0	z_No	z_F	Bachelors	Professional	44	Private	$18,320	1	Minivan	no	$8,143	2	No	1	10	Highly Urban/ Urban
7808	0	0.00000	0	56	0	12	$53,594	No	$174,157	Yes	z_F	Bachelors	Manager	38	Private	$17,990	9	Minivan	no	$0	0	No	0	8	Highly Urban/ Urban
7809	0	0.00000	0	41	3	14	$27,045	No	$205,386	Yes	z_F	z_High School	z_Blue Collar	39	Commercial	$18,800	4	z_SUV	no	$1,420	2	No	3	10	Highly Urban/ Urban
7810	0	0.00000	0	44	2	13	$60,448	No	$218,546	Yes	z_F	z_High School	Manager	52	Private	$7,540	1	Sports Car	no	$0	0	No	0	NA	Highly Urban/ Urban
7812	0	0.00000	0	48	0	0	$0	No	$0	z_No	z_F	Masters	Home Maker	24	Private	$6,300	1	Sports Car	no	$0	0	No	1	NA	z_Highly Rural/ Rural
7814	0	0.00000	0	43	3	0	$0	No	$0	Yes	z_F	z_High School	Student	62	Private	$12,410	10	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
7816	0	0.00000	0	57	0	14	$51,121	No	$177,371	Yes	M	z_High School	Clerical	35	Commercial	$7,100	1	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
7819	0	0.00000	0	41	0	11	$48,230	No	$0	z_No	M	z_High School	z_Blue Collar	45	Commercial	$14,540	7	Minivan	no	$2,157	2	No	2	1	Highly Urban/ Urban
7820	0	0.00000	0	48	0	14	$50,201	No	$169,828	Yes	M	z_High School	Manager	24	Commercial	$29,670	1	Panel Truck	yes	$5,053	3	No	4	1	Highly Urban/ Urban
7822	1	6503.00000	0	35	0	10	$18,047	No	$97,247	Yes	M	<High School	z_Blue Collar	5	Commercial	$6,950	11	Pickup	no	$0	0	No	1	4	Highly Urban/ Urban
7823	0	0.00000	2	41	3	14	$17,321	No	$109,835	Yes	z_F	<High School	z_Blue Collar	24	Private	$6,530	4	Sports Car	no	$0	0	No	3	1	Highly Urban/ Urban
7824	1	3161.00000	0	48	0	9	$29,928	No	$102,900	Yes	z_F	z_High School	Clerical	18	Private	$17,630	1	z_SUV	no	$3,826	4	No	2	9	Highly Urban/ Urban
7826	0	0.00000	0	46	0	11	$80,336	No	$0	z_No	z_F	z_High School	z_Blue Collar	37	Commercial	$14,130	6	z_SUV	no	$0	0	No	0	8	z_Highly Rural/ Rural
7827	0	0.00000	0	47	0	12	$33,909	No	$167,505	Yes	z_F	Masters	Lawyer	22	Private	$13,110	1	Minivan	no	$0	0	No	1	17	Highly Urban/ Urban
7828	0	0.00000	0	55	0	13	$192,328	No	$475,685	Yes	M	Bachelors	Manager	10	Private	$41,400	6	Minivan	no	$0	0	No	0	8	Highly Urban/ Urban
7829	1	1592.00000	0	46	0	13	$72,383	No	$224,700	Yes	M	Bachelors	Professional	31	Private	$13,340	10	Minivan	no	$3,990	2	No	0	9	Highly Urban/ Urban
7831	0	0.00000	0	47	0	6	$23,595	No	$127,966	Yes	z_F	<High School	Clerical	34	Private	$28,520	6	Minivan	no	$0	0	No	1	1	z_Highly Rural/ Rural
7833	0	0.00000	0	48	0	12	$65,219	No		z_No	z_F	Masters	Lawyer	20	Private	$8,020	3	z_SUV	no	$3,660	2	No	3	18	Highly Urban/ Urban
7834	0	0.00000	1	64	2	15	$42,332	No	$186,390	Yes	z_F	<High School	Clerical	24	Private	$5,730	4	Sports Car	no	$0	0	No	2	1	z_Highly Rural/ Rural
7836	1	4931.00000	0	42	0	12		No	$175,107	Yes	z_F	z_High School	z_Blue Collar	77	Commercial	$13,480	1	z_SUV	no	$3,819	2	No	0	8	Highly Urban/ Urban
7837	0	0.00000	0	40	0	7	$30,743	No	$0	z_No	M	<High School	z_Blue Collar	44	Private	$1,500	3	Minivan	yes	$0	0	No	0	5	Highly Urban/ Urban
7838	0	0.00000	0	47	0	8	$59,245	No	$238,724	Yes	z_F	Bachelors	Manager	40	Private	$18,700	6	Minivan	no	$0	0	No	0	11	Highly Urban/ Urban
7840	0	0.00000	0	49	0	12	$93,491	No	$0	z_No	M	Bachelors	Manager	15	Private	$6,400	7	Pickup	yes	$0	0	No	0	9	Highly Urban/ Urban
7841	0	0.00000	0	54	0	13	$40,783	No	$166,605	Yes	z_F	z_High School	z_Blue Collar	44	Commercial	$12,400	4	Minivan	no	$0	0	No	0	10	Highly Urban/ Urban
7843	1	4340.00000	1	43	1	12	$71,235	Yes	$0	z_No	M	Bachelors	Professional	12	Private	$17,160	1	Van	no	$3,744	2	No	0	6	Highly Urban/ Urban
7844	0	0.00000	0	33	0	11	$132,410	No	$339,695	Yes	M	Masters	Lawyer	39	Private	$18,040	4	Van	no	$0	0	Yes	0	NA	Highly Urban/ Urban
7845	0	0.00000	0	32	4	NA	$3,165	No	$71,276	Yes	z_F	<High School	Home Maker	30	Private	$6,030	6	Sports Car	no	$0	0	No	0	6	Highly Urban/ Urban
7846	0	0.00000	0	41	2	0		No	$128,528	Yes	z_F	Bachelors	Home Maker	38	Private	$5,600	4	Sports Car	no	$0	0	Yes	3	17	z_Highly Rural/ Rural
7847	0	0.00000	0	53	0	7	$59,445	No	$225,151	Yes	z_F	Masters	Lawyer	25	Private	$16,390	14	z_SUV	no	$34,824	1	Yes	0	12	z_Highly Rural/ Rural
7848	0	0.00000	0	51	0	11	$142,545	No	$398,369	Yes	z_F	Masters	Professional	28	Private	$20,850	7	Minivan	no	$0	0	No	0	11	z_Highly Rural/ Rural
7850	0	0.00000	0	51	0	13		No	$166,284	Yes	z_F	Bachelors	Professional	28	Private	$6,460	1	z_SUV	no	$0	0	No	1	9	Highly Urban/ Urban
7851	0	0.00000	1	43	2	14	$17,721	No	$99,815	Yes	M	z_High School	z_Blue Collar	6	Commercial	$12,810	18	Minivan	yes	$0	0	No	0	8	Highly Urban/ Urban
7852	0	0.00000	0	50	0	11	$525	No	$0	Yes	z_F	<High School	Student	49	Private	$34,220	1	Van	no	$0	0	No	0	6	z_Highly Rural/ Rural
7853	0	0.00000	0	39	1	13	$91,164	No	$258,261	Yes	M	Bachelors	Manager	46	Private	$14,680	6	Minivan	no	$0	0	No	1	10	Highly Urban/ Urban
7854	0	0.00000	0	39	0	13	$16,862	No	$148,063	Yes	M	Bachelors	Student	47	Private	$20,670	1	Van	yes	$6,387	4	No	4	12	Highly Urban/ Urban
7855	0	0.00000	1	40	3	14	$51,401	Yes	$179,590	z_No	M	Bachelors	z_Blue Collar	15	Commercial	$6,640	9	Minivan	no	$0	0	No	0	6	z_Highly Rural/ Rural
7858	0	0.00000	0	43	0	6	$139,019	No	$354,407	Yes	M	Bachelors	Professional	30	Private	$15,400	3	Minivan	yes	$0	0	No	0	NA	z_Highly Rural/ Rural
7859	0	0.00000	0	44	0	NA	$116,327	No	$0	z_No	z_F	Masters	Lawyer	47	Private	$6,810	4	z_SUV	no	$25,901	3	No	0	12	Highly Urban/ Urban
7860	0	0.00000	0	50	0	13	$111,254	No	$0	z_No	M	Masters		53	Private	$15,710	10	Minivan	no	$3,917	2	No	5	17	Highly Urban/ Urban
7861	0	0.00000	0	52	0	12	$47,161	No	$0	z_No	z_F	Masters	Manager	41	Private	$18,460	10	z_SUV	no	$0	0	No	0	10	Highly Urban/ Urban
7862	0	0.00000	0	57	1	11		Yes	$0	z_No	z_F	Masters	Lawyer	20	Private	$15,380	3	z_SUV	no	$0	0	No	0	14	Highly Urban/ Urban
7864	0	0.00000	0	59	1	16		No	$339,950	Yes	M	Bachelors	Manager	11	Private	$7,950	3	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
7865	0	0.00000	0	34	2	11	$455	Yes	$0	z_No	z_F	z_High School	Student	55	Commercial	$17,510	10	z_SUV	no	$0	0	No	1	1	Highly Urban/ Urban
7867	1	5618.00000	0	28	2	10	$23,427	No	$98,357	Yes	z_F	<High School	Clerical	50	Private	$7,040	4	Sports Car	no	$5,283	4	No	1	1	Highly Urban/ Urban
7868	1	3029.00000	0	40	0	NA	$0	No	$0	Yes	z_F	<High School	Student	46	Private	$14,810	7	Minivan	no	$7,846	2	No	2	6	Highly Urban/ Urban
7869	0	0.00000	0	44	2	11	$41,935	Yes	$150,973	z_No	M	<High School	z_Blue Collar	39	Private	$10,090	6	Minivan	no	$0	0	No	0	6	Highly Urban/ Urban
7870	0	0.00000	0	49	0	NA	$47,513	No	$0	z_No	M	Masters		16	Commercial	$6,400	19	Pickup	yes	$8,052	1	No	0	12	Highly Urban/ Urban
7872	1	1538.00000	1	45	2	12	$47,907	Yes	$0	z_No	z_F	Bachelors	Clerical	40	Private	$11,930	7	Minivan	no	$4,658	3	No	6	9	Highly Urban/ Urban
7873	1	6693.00000	0	41	0	11	$95,903	No	$285,983	Yes	z_F	Bachelors	Professional	30	Commercial	$39,540	1	Van	no	$6,599	2	No	6	8	Highly Urban/ Urban
7874	0	0.00000	0	43	0	14	$15,259	No		z_No	M	<High School	Clerical	46	Private	$8,180	9	Minivan	yes	$49,422	3	Yes	0	9	Highly Urban/ Urban
7876	0	0.00000	0	55	0	10	$43,348	No	$235,847	Yes	M	<High School	z_Blue Collar	21	Private	$17,660	1	Van	yes	$0	0	Yes	1	1	Highly Urban/ Urban
7877	0	0.00000	0	39	0	9		No	$118,758	Yes	M	z_High School	z_Blue Collar	67	Commercial	$4,390	6	Minivan	yes	$0	0	No	3	8	z_Highly Rural/ Rural
7878	0	0.00000	0	48	0	11	$21,246	No	$115,947	z_No	z_F	<High School	Clerical	48	Private	$6,830	6	z_SUV	no	$6,645	3	No	5	3	Highly Urban/ Urban
7879	1	3490.00000	0	28	4	0	$0	Yes	$81,076	z_No	z_F	<High School	Home Maker	27	Private	$4,300	1	z_SUV	no	$0	0	No	0	6	Highly Urban/ Urban
7880	0	0.00000	2	38	2	10	$61,957	No	$233,449	Yes	z_F	z_High School	z_Blue Collar	5	Private	$11,500	10	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
7881	0	0.00000	0	48	0	7	$49,860	No	$197,121	Yes	z_F	Masters	Lawyer	26	Private	$2,250	1	Sports Car	no	$8,907	2	No	4	17	z_Highly Rural/ Rural
7883	0	0.00000	0	50	0	7	$63,724	No		z_No	z_F	Bachelors	Manager	21	Private	$7,870	7	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
7884	1	4363.00000	0	35	0	10	$78,260	No	$259,867	Yes	z_F	Masters	Lawyer	57	Private	$23,610	1	z_SUV	no	$6,011	3	No	9	16	Highly Urban/ Urban
7885	1	2922.00000	0	32	2	0	$0	No	$0	Yes	M	z_High School	Student	29	Commercial	$7,410	6	Pickup	no	$1,491	2	No	8	1	Highly Urban/ Urban
7886	0	0.00000	0	27	1	13	$123,062	Yes	$0	z_No	M	Masters		25	Private	$16,510	10	Minivan	yes	$4,174	3	No	2	19	Highly Urban/ Urban
7889	0	0.00000	0	48	0	12	$85,221	No	$266,311	Yes	z_F	z_High School	z_Blue Collar	37	Commercial	$35,420	8	Van	no	$0	0	No	0	1	z_Highly Rural/ Rural
7890	1	3970.00000	0	32	0	8	$16,720	No	$98,989	Yes	M	<High School	Clerical	52	Commercial	$16,700	9	Van	no	$45,357	1	Yes	5	1	Highly Urban/ Urban
7892	0	0.00000	2	44	2	0		No	$84,812	Yes	z_F	Bachelors	Home Maker	38	Private	$9,910	11	z_SUV	no	$25,706	2	No	0	7	Highly Urban/ Urban
7893	0	0.00000	0	46	0	9	$52,338	No	$199,441	Yes	z_F	z_High School	z_Blue Collar	43	Commercial	$15,840	4	z_SUV	no	$0	0	No	1	1	Highly Urban/ Urban
7894	0	0.00000	0	55	0	13	$240,198	No	$600,591	Yes	z_F	PhD	Lawyer	46	Private	$31,640	6	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
7896	0	0.00000	1	44	1	9	$55,663	No	$170,090	Yes	z_F	Bachelors	z_Blue Collar	19	Commercial	$17,630	1	Minivan	no	$0	0	No	1	NA	Highly Urban/ Urban
7897	1	4953.00000	3	45	3	14	$51,165	No	$218,258	Yes	M	Masters	Lawyer	45	Private	$12,310	1	Minivan	yes	$0	0	Yes	0	10	Highly Urban/ Urban
7898	0	0.00000	0	51	0	9	$61,293	No	$242,297	Yes	M	z_High School	z_Blue Collar	26	Commercial	$12,730	1	Minivan	yes	$0	0	No	2	9	z_Highly Rural/ Rural
7899	0	0.00000	0	61	0	15	$103,017	No	$332,631	Yes	M	Bachelors	Professional	19	Commercial	$36,370	1	Van	yes	$0	0	No	0	17	Highly Urban/ Urban
7900	0	0.00000	0	47	0	8		No	$405,597	Yes	z_F	PhD	Manager	5	Private	$23,070	6	z_SUV	no	$0	0	No	0	12	Highly Urban/ Urban
7902	0	0.00000	0	50	0	13	$61,082	No	$177,094	Yes	z_F	Bachelors	Manager	48	Private	$12,610	1	Sports Car	no	$0	0	No	2	7	Highly Urban/ Urban
7903	0	0.00000	0	47	0	13	$129,415	No	$374,372	z_No	M	Masters		38	Commercial	$29,900	1	Panel Truck	yes	$2,033	2	Yes	0	1	Highly Urban/ Urban
7904	1	4735.00000	0	49	0	11	$9,444	No	$0	z_No	M	z_High School	Student	33	Commercial	$6,400	3	Pickup	no	$5,551	2	No	4	7	Highly Urban/ Urban
7905	1	7640.00000	0	37	2	12	$32,924	No	$170,564	Yes	z_F	Bachelors	z_Blue Collar	36	Private	$8,000	6	z_SUV	no	$39,722	1	Yes	4	10	Highly Urban/ Urban
7907	0	0.00000	0	54	0	15	$64,787	No	$228,544	Yes	z_F	Masters	Lawyer	18	Private	$6,900	1	z_SUV	no	$0	0	No	1	21	Highly Urban/ Urban
7909	1	1453.00000	0	27	2	0	$0	No	$0	Yes	z_F	<High School	Student	12	Private	$4,200	6	Sports Car	no	$0	0	Yes	2	6	Highly Urban/ Urban
7910	0	0.00000	0	42	0	9	$117,740	No	$327,212	z_No	M	Bachelors	z_Blue Collar	43	Commercial	$13,270	7	Minivan	no	$0	0	No	0	12	Highly Urban/ Urban
7911	1	5728.00000	0	53	0	0	$0	No		Yes	z_F	Bachelors	Home Maker	22	Commercial	$26,620	1	Van	no	$4,504	3	No	2	11	Highly Urban/ Urban
7912	0	0.00000	0	48	0	10	$45,685	No	$153,261	Yes	M	<High School	z_Blue Collar	25	Private	$15,610	6	Minivan	no	$0	0	No	0	3	Highly Urban/ Urban
7913	1	2313.00000	1	56	1	17	$97,670	No	$331,977	Yes	M	z_High School	Professional	34	Commercial	$29,700	10	Panel Truck	yes	$7,238	2	No	0	8	Highly Urban/ Urban
7914	0	0.00000	0	49	0	0	$0	No	$0	z_No	M	<High School	Student	90	Private	$22,920	1	Minivan	yes	$0	0	No	0	1	z_Highly Rural/ Rural
7915	0	0.00000	0	50	0	13	$114,092	No		Yes	M	Bachelors	Manager	25	Commercial	$6,600	1	Pickup	yes	$7,922	4	No	1	12	Highly Urban/ Urban
7916	0	0.00000	1	62	2	15	$64,811	No	$291,079	Yes	z_F	PhD		49	Commercial	$16,620	11	Pickup	no	$0	0	No	1	12	Highly Urban/ Urban
7918	0	0.00000	0	42	2	11	$35,587	Yes	$157,807	z_No	M	z_High School	z_Blue Collar	10	Commercial	$11,050	1	Pickup	yes	$5,863	1	No	0	11	z_Highly Rural/ Rural
7919	0	0.00000	0	39	2	9	$133,920	Yes	$0	z_No	z_F	Masters		41	Commercial	$18,790	4	Pickup	no	$5,904	1	No	1	15	Highly Urban/ Urban
7920	0	0.00000	0	48	0	0		No		Yes	z_F	PhD	Home Maker	12	Private	$11,630	14	Sports Car	no	$0	0	No	0	14	Highly Urban/ Urban
7921	0	0.00000	0	57	0	13	$75,143	No	$276,789	Yes	M	Masters		40	Commercial	$26,030	9	Panel Truck	yes	$0	0	No	1	17	z_Highly Rural/ Rural
7922	0	0.00000	0	52	0	14	$33,255	No	$185,460	Yes	M	z_High School	Professional	61	Private	$10,030	7	Pickup	yes	$0	0	No	3	1	z_Highly Rural/ Rural
7923	1	3969.00000	0	47	0	16	$13,637	No	$126,549	Yes	z_F	Masters	Home Maker	50	Private	$26,520	1	Sports Car	no	$3,431	1	No	1	16	Highly Urban/ Urban
7925	0	0.00000	0	34	1	12	$11,047	No	$127,167	Yes	z_F	<High School	Clerical	13	Private	$6,000	7	z_SUV	no	$0	0	No	0	7	z_Highly Rural/ Rural
7926	0	0.00000	0	41	3	NA	$0	Yes	$0	z_No	z_F	z_High School	Home Maker	31	Private	$15,670	7	Pickup	no	$0	0	No	0	8	z_Highly Rural/ Rural
7927	0	0.00000	0	48	0	NA	$64,286	No	$0	z_No	z_F	Masters	Manager	37	Private	$19,710	6	Minivan	no	$0	0	No	1	15	Highly Urban/ Urban
7928	1	829.69939	1	40	2	8	$47,841	Yes	$0	z_No	z_F	Bachelors	Clerical	42	Private	$10,280	1	z_SUV	no	$9,035	4	No	4	7	Highly Urban/ Urban
7929	0	0.00000	0	58	0	12	$69,194	No	$271,781	Yes	M	Bachelors	Professional	30	Private	$20,490	7	Minivan	no	$0	0	No	0	9	z_Highly Rural/ Rural
7930	0	0.00000	0	33	3	11	$70,235	No	$194,149	Yes	z_F	<High School	Clerical	56	Private	$15,850	11	Sports Car	no	$0	0	No	0	6	z_Highly Rural/ Rural
7931	0	0.00000	0	47	0	13	$166,359	No	$386,052	Yes	z_F	PhD	Doctor	41	Private	$38,550	1	Van	no	$0	0	No	0	17	Highly Urban/ Urban
7932	1	5109.00000	1	45	2	14	$12,106	Yes	$0	z_No	z_F	Bachelors	Student	44	Commercial	$7,210	1	Sports Car	no	$36,236	3	Yes	2	12	Highly Urban/ Urban
7933	0	0.00000	0	20	2	0	$0	No	$0	Yes	z_F	z_High School	Student	33	Private	$5,470	1	Sports Car	yes	$6,625	3	No	6	6	z_Highly Rural/ Rural
7934	0	0.00000	0	30	1	8	$59,336	Yes	$145,621	z_No	M	Bachelors	Professional	33	Private	$10,430	3	Pickup	yes	$7,959	2	No	0	11	Highly Urban/ Urban
7935	0	0.00000	0	35	2	8	$44,680	No	$184,181	Yes	M	z_High School	Professional	45	Private	$9,470	1	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
7936	0	0.00000	0	38	3	12	$107,958	Yes		z_No	z_F	Bachelors	Professional	11	Private	$16,430	6	Minivan	no	$6,825	1	No	0	NA	Highly Urban/ Urban
7937	0	0.00000	0	47	0	10	$21,281	No	$117,398	z_No	M	z_High School	Clerical	17	Private	$9,640	4	Pickup	yes	$0	0	Yes	1	6	z_Highly Rural/ Rural
7938	0	0.00000	0	37	0	10	$41,486	No	$173,130	Yes	M	<High School	Clerical	38	Private	$16,210	1	Minivan	no	$0	0	No	0	8	Highly Urban/ Urban
7939	0	0.00000	0	35	0	NA	$16,427	No	$86,902	Yes	z_F	z_High School	Professional	14	Private	$16,920	4	z_SUV	no	$0	0	No	0	13	Highly Urban/ Urban
7940	0	0.00000	0	43	0	12	$48,725	No	$178,348	Yes	z_F	z_High School	Manager	13	Private	$13,630	11	z_SUV	no	$0	0	No	3	NA	Highly Urban/ Urban
7941	1	6023.00000	0	27	4	15	$31,168	No	$122,298	Yes	z_F	z_High School	z_Blue Collar	58	Commercial	$7,320	1	Minivan	no	$7,582	2	No	1	7	Highly Urban/ Urban
7942	0	0.00000	0	30	0	13	$15,278	No	$0	Yes	M	Bachelors	Student	44	Private	$6,030	14	Minivan	yes	$0	0	No	0	15	Highly Urban/ Urban
7943	0	0.00000	0	38	0	11	$92,242	No	$233,525	Yes	M	Masters		39	Commercial	$27,390	6	Panel Truck	yes	$33,887	4	Yes	3	NA	Highly Urban/ Urban
7944	0	0.00000	0	47	0	8	$63,936	No	$241,912	z_No	z_F	z_High School	z_Blue Collar	48	Private	$16,670	1	Minivan	no	$11,375	3	No	6	1	Highly Urban/ Urban
7945	0	0.00000	0	56	1	11	$49,979	No	$164,936	Yes	z_F	Bachelors	Home Maker	22	Private	$13,090	4	z_SUV	no	$0	0	No	5	1	z_Highly Rural/ Rural
7946	0	0.00000	0	48	0	12	$6,505	No	$0	z_No	M	Bachelors	Home Maker	21	Private	$22,520	1	Minivan	no	$0	0	No	0	11	Highly Urban/ Urban
7947	0	0.00000	0	40	0	8	$83,222	No	$217,841	Yes	z_F	PhD	Doctor	15	Private	$1,500	13	z_SUV	no	$0	0	No	0	19	Highly Urban/ Urban
7949	1	4249.00000	0	33	3	12	$101,222	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	17	Commercial	$24,710	9	Pickup	no	$898	1	Yes	3	13	Highly Urban/ Urban
7951	0	0.00000	0	57	0	15	$121,505	No	$333,405	Yes	M	Bachelors	Professional	27	Private	$14,720	4	Minivan	no	$0	0	No	0	5	Highly Urban/ Urban
7952	0	0.00000	2	45	3	0	$0	No	$71,936	Yes	z_F	z_High School	Home Maker	36	Private	$13,110	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
7953	1	27711.37341	0	49	0	14	$39,589	No	$197,001	Yes	M	z_High School	z_Blue Collar	41	Commercial	$14,080	11	Minivan	yes	$3,767	3	No	2	8	Highly Urban/ Urban
7954	0	0.00000	0	49	0	11		No	$331,885	Yes	z_F	PhD	Manager	27	Private	$18,560	6	z_SUV	no	$0	0	No	5	18	Highly Urban/ Urban
7956	0	0.00000	0	42	2	11	$69,825	Yes	$0	z_No	z_F	Bachelors	Professional	40	Private	$22,780	4	Sports Car	no	$0	0	No	0	12	z_Highly Rural/ Rural
7958	0	0.00000	0	46	0	12		No	$0	Yes	z_F	<High School	Student	53	Private	$10,440	4	z_SUV	no	$0	0	No	2	7	z_Highly Rural/ Rural
7960	0	0.00000	0	39	0	7	$45,692	No	$169,069	Yes	M	z_High School	Clerical	8	Private	$7,790	6	Pickup	yes	$6,627	1	No	9	1	Highly Urban/ Urban
7961	0	0.00000	0	48	0	6	$32,424	No	$168,411	Yes	M	z_High School	Clerical	37	Private	$13,710	6	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
7962	1	4993.00000	0	36	0	9	$79,801	No	$0	z_No	z_F	z_High School	z_Blue Collar	21	Commercial	$23,110	6	z_SUV	no	$0	0	No	2	1	Highly Urban/ Urban
7963	0	0.00000	0	57	0	12	$59,305	No	$214,635	z_No	z_F	Masters	Lawyer	16	Private	$28,000	4	Minivan	no	$0	0	No	2	14	Highly Urban/ Urban
7964	1	4004.00000	1	43	3	15	$122,806	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	19	Commercial	$18,080	1	z_SUV	no	$1,784	1	No	4	14	Highly Urban/ Urban
7965	0	0.00000	0	56	0	16	$47,862	No	$0	z_No	z_F	Masters	Professional	56	Private	$27,320	7	Minivan	no	$0	0	No	0	13	Highly Urban/ Urban
7966	1	6907.00000	0	50	0	8	$91,589	No	$287,485	Yes	z_F	z_High School	z_Blue Collar	40	Commercial	$6,730	17	z_SUV	no	$0	0	Yes	0	10	Highly Urban/ Urban
7968	0	0.00000	0	50	0	13	$61,302	No	$263,318	Yes	z_F	z_High School	z_Blue Collar	52	Commercial	$28,390	6	Pickup	no	$7,787	1	No	6	1	Highly Urban/ Urban
7970	0	0.00000	0	32	1	8	$76,002	No	$232,538	Yes	z_F	Bachelors	Professional	49	Private	$12,300	1	z_SUV	no	$8,223	1	No	4	12	Highly Urban/ Urban
7972	0	0.00000	0	50	0	14	$226,780	No	$574,552	Yes	M	PhD		5	Commercial	$35,350	8	Panel Truck	yes	$0	0	No	0	12	Highly Urban/ Urban
7973	0	0.00000	0	41	0	15	$43,392	No	$145,587	Yes	M	<High School	Clerical	58	Private	$5,840	4	Pickup	yes	$0	0	No	0	7	z_Highly Rural/ Rural
7975	0	0.00000	0	50	0	13	$195,523	No	$0	z_No	M	PhD		29	Commercial	$17,360	4	Van	yes	$0	0	No	6	11	Highly Urban/ Urban
7977	0	0.00000	0	48	0	14	$69,643	No	$245,463	z_No	M	Bachelors	Clerical	33	Commercial	$9,970	10	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
7978	0	0.00000	2	38	3	15	$15,614	No	$104,999	Yes	M	<High School	z_Blue Collar	38	Private	$9,980	6	Minivan	yes	$995	2	No	6	7	Highly Urban/ Urban
7979	0	0.00000	0	58	0	13	$36,950	No	$215,692	z_No	M	z_High School	z_Blue Collar	19	Commercial	$9,390	1	z_SUV	yes	$0	0	No	0	1	Highly Urban/ Urban
7980	1	3966.00000	0	33	3	0	$0	Yes	$0	z_No	z_F	z_High School	Student	52	Commercial	$16,670	7	Sports Car	no	$1,051	1	No	0	9	Highly Urban/ Urban
7981	0	0.00000	0	53	0	11	$10,543	No	$0	Yes	M	z_High School	Student	37	Commercial	$27,800	4	Panel Truck	yes	$0	0	Yes	0	8	z_Highly Rural/ Rural
7982	0	0.00000	0	51	0	14	$102,469	No	$336,343	Yes	z_F	Masters	Lawyer	27	Private	$6,600	1	Sports Car	no	$0	0	No	0	13	Highly Urban/ Urban
7983	0	0.00000	0	37	1	14	$76,930	No	$280,067	Yes	z_F	Bachelors	Professional	11	Private	$12,890	1	Minivan	no	$0	0	No	2	9	Highly Urban/ Urban
7984	0	0.00000	0	51	0	15	$142,521	No	$353,218	Yes	z_F	Bachelors	Manager	36	Private	$22,440	1	Minivan	no	$0	0	No	0	11	Highly Urban/ Urban
7985	0	0.00000	0	54	0	14	$59,690	No	$226,836	Yes	M	z_High School	Professional	59	Commercial	$26,410	13	Panel Truck	no	$0	0	Yes	0	1	Highly Urban/ Urban
7988	1	7765.00000	1	38	1	12	$149,453	No	$390,144	Yes	M	Bachelors	Professional	24	Private	$23,120	6	Minivan	no	$0	0	No	1	6	Highly Urban/ Urban
7989	1	4308.00000	0	41	2	17	$21,696	No	$84,618	Yes	z_F	<High School	z_Blue Collar	33	Private	$9,530	6	z_SUV	no	$0	0	No	4	3	Highly Urban/ Urban
7990	1	31356.85205	0	48	0	11	$39,285	No	$0	z_No	z_F	<High School	z_Blue Collar	26	Private	$22,930	1	Pickup	no	$6,367	1	No	7	1	Highly Urban/ Urban
7991	0	0.00000	0	44	0	12	$5,069	No	$0	z_No	z_F	<High School	Student	37	Private	$5,900	6	Sports Car	no	$8,026	1	No	6	1	Highly Urban/ Urban
7992	0	0.00000	0	27	3	13	$26,012	No	$128,197	Yes	z_F	z_High School	Clerical	5	Private	$19,250	6	z_SUV	no	$0	0	No	2	5	Highly Urban/ Urban
7994	0	0.00000	0	43	3	0	$0	No	$74,577	Yes	z_F	z_High School	Home Maker	52	Private	$14,740	6	Minivan	no	$0	0	No	0	NA	Highly Urban/ Urban
7995	0	0.00000	0	50	0	10	$199,653	No	$491,482	Yes	z_F	Masters		21	Commercial	$26,370	15	Pickup	no	$0	0	No	0	19	Highly Urban/ Urban
7997	0	0.00000	0	62	0	15	$35,296	No	$189,767	Yes	z_F	z_High School	Manager	21	Private	$18,260	10	Sports Car	no	$8,839	2	No	6	9	Highly Urban/ Urban
7999	1	4681.00000	0	26	1	11	$56,347	No	$201,599	Yes	M	z_High School	z_Blue Collar	30	Commercial	$16,410	10	Van	yes	$0	0	No	0	1	Highly Urban/ Urban
8000	0	0.00000	0	57	0	11	$72,611	No	$0	z_No	M	Masters	Lawyer	44	Private	$19,410	4	Minivan	no	$0	0	No	0	16	Highly Urban/ Urban
8001	0	0.00000	0	41	0	0	$0	No	$0	Yes	z_F	<High School	Student	18	Private	$3,550	9	z_SUV	no	$0	0	No	2	1	z_Highly Rural/ Rural
8002	0	0.00000	0	51	0	8	$25,152	No	$0	z_No	z_F	Masters	Manager	51	Private	$22,480	6	Pickup	no	$0	0	No	3	16	Highly Urban/ Urban
8003	0	0.00000	0	45	0	9	$109,237	No	$0	z_No	z_F	Masters	Lawyer	17	Private	$26,900	7	z_SUV	no	$0	0	No	0	19	Highly Urban/ Urban
8004	0	0.00000	0	41	0	0	$0	No	$68,224	z_No	z_F	<High School	Home Maker	44	Private	$2,320	6	z_SUV	no	$0	0	No	0	5	z_Highly Rural/ Rural
8005	0	0.00000	0	62	0	14	$25,482	No	$170,408	Yes	z_F	Masters	Lawyer	8	Private	$7,790	1	Sports Car	no	$9,348	4	No	0	13	Highly Urban/ Urban
8006	0	0.00000	0	47	0	15	$62,068	No	$208,644	z_No	M	Bachelors	Manager	45	Private	$13,380	7	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
8007	0	0.00000	0	52	0	10	$4,119	No	$0	z_No	M	z_High School	Student	21	Private	$7,110	4	Pickup	yes	$0	0	No	1	8	Highly Urban/ Urban
8008	0	0.00000	0	43	3	17	$19,012	No	$166,396	Yes	z_F	<High School	Clerical	69	Private	$7,700	7	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
8009	0	0.00000	0	55	0	12	$130,162	No	$356,853	z_No	z_F	Bachelors	z_Blue Collar	17	Commercial	$28,420	3	Sports Car	no	$0	0	No	1	7	z_Highly Rural/ Rural
8010	1	6001.00000	0	51	0	13	$106,722	No	$289,522	z_No	M	z_High School	z_Blue Collar	34	Commercial	$17,270	1	Van	no	$0	0	No	2	1	Highly Urban/ Urban
8011	0	0.00000	1	39	3	10	$44,920	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	27	Commercial	$20,350	7	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
8012	1	4953.00000	0	39	3	16	$66,525	No	$228,868	Yes	M	z_High School	z_Blue Collar	34	Commercial	$14,000	4	Minivan	no	$0	0	No	1	9	Highly Urban/ Urban
8013	0	0.00000	0	55	0	12	$26,597	No	$183,867	Yes	M	Masters	Manager	28	Commercial	$27,190	9	Panel Truck	no	$0	0	No	1	15	Highly Urban/ Urban
8014	0	0.00000	0	52	0	7	$73,574	No	$224,049	Yes	M	z_High School	Professional	43	Private	$6,700	6	Pickup	yes	$1,496	3	No	3	1	Highly Urban/ Urban
8015	1	6190.00000	0	39	0	11	$67,608	No	$0	z_No	M	Bachelors	Professional	32	Private	$12,160	1	Minivan	yes	$0	0	No	3	9	Highly Urban/ Urban
8016	0	0.00000	0	49	0	2	$132,359	No	$341,357	Yes	M	Masters		40	Commercial	$27,910	6	Panel Truck	no	$3,408	1	No	5	15	Highly Urban/ Urban
8017	0	0.00000	0	40	2	13	$55,599	No		Yes	z_F	Masters	Professional	18	Private	$11,060	7	Sports Car	no	$0	0	No	2	19	Highly Urban/ Urban
8020	0	0.00000	0	40	0	14	$381	No	$53,204	Yes	z_F	Masters	Home Maker	39	Private	$1,540	6	z_SUV	no	$0	0	No	0	24	Highly Urban/ Urban
8021	0	0.00000	0	48	0	12	$111,783	No	$0	z_No	M	Bachelors	Manager	22	Private	$1,500	1	Minivan	no	$4,724	2	No	0	15	Highly Urban/ Urban
8022	0	0.00000	1	39	2	12	$956	No	$0	Yes	z_F	Bachelors	Student	25	Commercial	$17,550	1	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
8023	0	0.00000	0	40	0	9	$78,658	No	$236,005	z_No	z_F	Masters	Lawyer	69	Private	$17,040	4	Pickup	no	$0	0	No	1	15	z_Highly Rural/ Rural
8024	0	0.00000	0	41	0	9	$107,814	No	$282,778	z_No	M	Masters		44	Commercial	$18,920	4	Van	no	$0	0	No	0	17	Highly Urban/ Urban
8025	0	0.00000	0	55	0	13	$59,217	No	$217,584	Yes	M	Bachelors	Professional	13	Private	$13,950	6	Minivan	yes	$0	0	Yes	1	11	Highly Urban/ Urban
8026	0	0.00000	0	35	0	10	$17,617	No	$0	Yes	M	Bachelors	Student	62	Commercial	$6,760	9	Pickup	yes	$0	0	No	0	10	Highly Urban/ Urban
8028	0	0.00000	0	47	0	14	$119,222	No	$338,080	Yes	M	Bachelors	z_Blue Collar	49	Commercial	$27,670	4	Panel Truck	yes	$0	0	Yes	0	NA	Highly Urban/ Urban
8029	1	7776.00000	0	32	2	15	$29,206	No	$146,212	Yes	z_F	z_High School	Clerical	24	Private	$13,390	1	Pickup	no	$4,447	1	No	0	8	Highly Urban/ Urban
8030	0	0.00000	0	48	0	7	$70,308	No	$0	z_No	z_F	Bachelors	Professional	5	Private	$27,540	4	Pickup	no	$0	0	No	0	11	Highly Urban/ Urban
8031	0	0.00000	0	27	1	14	$26,840	No		Yes	z_F	<High School	Clerical	57	Private	$7,750	1	z_SUV	no	$4,537	2	No	3	1	z_Highly Rural/ Rural
8032	0	0.00000	0	51	0	8	$112,819	No	$345,297	z_No	M	Masters	Professional	33	Private	$18,660	7	Minivan	no	$0	0	No	1	20	Highly Urban/ Urban
8033	0	0.00000	1	43	3	13	$14,216	Yes	$0	z_No	z_F	<High School	Home Maker	29	Private	$7,500	1	z_SUV	no	$0	0	Yes	0	1	z_Highly Rural/ Rural
8034	0	0.00000	0	46	0	4	$56,062	No	$223,241	z_No	M	Bachelors	Professional	48	Commercial	$6,100	1	Pickup	no	$0	0	No	1	7	z_Highly Rural/ Rural
8035	0	0.00000	0	47	0	10	$70,241	No	$190,629	Yes	M	Bachelors	Manager	52	Private	$15,670	1	Minivan	yes	$0	0	No	0	6	Highly Urban/ Urban
8037	1	1322.13553	0	58	0	8	$83,521	No	$275,791	Yes	M	Bachelors	Professional	37	Commercial	$23,260	6	Panel Truck	yes	$0	0	No	2	1	Highly Urban/ Urban
8038	0	0.00000	0	42	3	11	$74,355	No	$260,195	Yes	z_F	Bachelors	z_Blue Collar	47	Commercial	$30,110	1	Pickup	no	$0	0	No	0	13	z_Highly Rural/ Rural
8039	0	0.00000	2	47	0	12	$128,796	No	$393,866	Yes	M	Masters	Professional	64	Private	$11,460	1	z_SUV	no	$0	0	No	0	16	Highly Urban/ Urban
8041	0	0.00000	0	33	0	10	$93,522	No	$0	z_No	z_F	Masters	Lawyer	36	Private	$3,500	1	z_SUV	no	$42,413	3	No	1	18	Highly Urban/ Urban
8042	0	0.00000	0	47	0	0	$0	No	$0	Yes	M	z_High School	Student	52	Commercial	$6,970	10	Minivan	yes	$0	0	No	5	1	z_Highly Rural/ Rural
8043	0	0.00000	0	49	0	11	$63,827	No	$0	z_No	M	Bachelors	z_Blue Collar	37	Commercial	$12,780	3	Minivan	yes	$6,428	2	No	1	9	Highly Urban/ Urban
8045	0	0.00000	0	31	3	NA	$70,309	Yes	$234,283	z_No	M	Bachelors	Manager	13	Private	$4,600	10	Pickup	yes	$0	0	No	0	8	Highly Urban/ Urban
8046	0	0.00000	0	47	0	0	$0	No	$0	z_No	z_F	<High School	Student	18	Private	$21,190	1	Minivan	no	$0	0	No	0	6	Highly Urban/ Urban
8047	0	0.00000	0	56	0	15	$93,072	No	$274,616	z_No	M	PhD		5	Commercial	$10,810	4	Pickup	no	$0	0	No	0	18	Highly Urban/ Urban
8048	0	0.00000	0	45	2	17	$38,212	No	$170,400	Yes	M	z_High School	Clerical	26	Private	$8,780	1	Minivan	no	$0	0	Yes	0	1	Highly Urban/ Urban
8049	1	692.00000	0	31	3	15	$47,629	No	$144,222	Yes	z_F	z_High School	z_Blue Collar	38	Commercial	$9,360	1	z_SUV	no	$6,906	2	No	0	6	Highly Urban/ Urban
8051	0	0.00000	0	29	1	14	$15,936	No		Yes	z_F	<High School	Student	28	Private	$12,010	13	z_SUV	no	$0	0	No	1	1	Highly Urban/ Urban
8053	0	0.00000	0	50	0	14	$62,494	No	$210,162	Yes	M	z_High School	Clerical	14	Private	$13,760	8	Minivan	no	$0	0	No	2	1	z_Highly Rural/ Rural
8055	0	0.00000	0	46	0	13	$26,353	No	$128,701	Yes	M	Bachelors	Professional	35	Private	$11,350	10	Pickup	no	$0	0	No	2	9	Highly Urban/ Urban
8056	0	0.00000	0	53	0	16	$59,270	No	$189,686	Yes	M	z_High School	Clerical	16	Private	$6,800	1	Minivan	no	$0	0	No	1	9	z_Highly Rural/ Rural
8060	0	0.00000	0	43	0	10	$134,469	No	$0	z_No	z_F	PhD	Doctor	33	Private	$30,250	1	Minivan	no	$0	0	No	0	23	Highly Urban/ Urban
8061	0	0.00000	0	44	2	9	$91,785	No	$288,497	Yes	z_F	Bachelors	Professional	35	Private	$16,060	1	z_SUV	no	$0	0	No	0	8	z_Highly Rural/ Rural
8062	1	4286.00000	0	36	0	7	$6,018	No		z_No	z_F	<High School	Student	18	Private	$1,500	4	Sports Car	no	$0	0	No	1	7	Highly Urban/ Urban
8063	0	0.00000	0	55	0	13		No	$232,836	Yes	z_F	Bachelors	Clerical	61	Private	$22,140	17	z_SUV	no	$0	0	No	0	5	Highly Urban/ Urban
8064	1	4903.00000	0	57	0	8	$54,028	No	$202,278	Yes	z_F	z_High School	Professional	28	Private	$12,710	13	Minivan	no	$24,458	1	No	1	1	Highly Urban/ Urban
8065	0	0.00000	0	56	0	12	$43,369	No	$197,904	z_No	z_F	Masters	Lawyer	20	Private	$32,050	6	Minivan	no	$0	0	No	0	18	Highly Urban/ Urban
8067	1	6250.00000	0	34	0	7	$161,846	No	$0	z_No	z_F	PhD		48	Commercial	$32,020	9	Panel Truck	no	$28,495	2	Yes	0	15	Highly Urban/ Urban
8068	1	1697.00000	0	50	0	14		No	$138,053	Yes	z_F	<High School	Clerical	33	Private	$13,570	1	z_SUV	no	$0	0	No	1	9	Highly Urban/ Urban
8069	0	0.00000	0	49	0	9	$114,679	No	$342,865	Yes	M	Bachelors	Manager	55	Private	$6,300	3	Minivan	yes	$0	0	Yes	2	11	Highly Urban/ Urban
8071	0	0.00000	0	35	0	8	$84,393	No		Yes	z_F	Bachelors	z_Blue Collar	32	Private	$11,740	6	Minivan	no	$36,720	3	No	8	11	Highly Urban/ Urban
8073	0	0.00000	0	45	1	10	$89,187	No	$241,074	Yes	z_F	Masters	Professional	29	Private	$17,720	4	z_SUV	no	$0	0	No	1	17	Highly Urban/ Urban
8074	0	0.00000	0	33	4	14	$40,205	Yes	$0	z_No	z_F	z_High School	Clerical	33	Private	$5,750	4	Sports Car	no	$3,226	1	No	4	9	z_Highly Rural/ Rural
8075	0	0.00000	0	56	0	12	$140,201	No	$379,999	Yes	M	PhD		51	Commercial	$21,120	9	Van	yes	$4,019	2	No	5	20	Highly Urban/ Urban
8076	0	0.00000	0	55	0	15	$124,833	No	$400,395	Yes	M	Masters	Lawyer	40	Private	$37,360	1	Minivan	yes	$0	0	No	0	19	Highly Urban/ Urban
8077	0	0.00000	0	30	2	10	$7,132	Yes	$0	z_No	M	<High School	Student	18	Commercial	$4,700	3	Pickup	yes	$1,739	2	No	4	1	Highly Urban/ Urban
8082	0	0.00000	0	39	0	13	$37,443	No	$104,380	Yes	M	z_High School	Clerical	45	Private	$14,480	6	Minivan	yes	$0	0	No	4	11	z_Highly Rural/ Rural
8083	0	0.00000	0	55	0	0	$0	No	$135,832	Yes	z_F	z_High School	Student	5	Private	$22,040	10	Pickup	no	$3,707	2	No	0	1	Highly Urban/ Urban
8084	0	0.00000	0	47	0	13	$31,610	No	$166,942	Yes	M	z_High School	z_Blue Collar	46	Commercial	$9,760	4	Pickup	no	$0	0	No	0	3	z_Highly Rural/ Rural
8085	1	706.00000	0	36	3	19	$34,658	No	$191,264	Yes	z_F	z_High School	z_Blue Collar	25	Commercial	$24,600	4	Pickup	no	$0	0	No	1	1	Highly Urban/ Urban
8086	0	0.00000	0	54	1	NA	$32,690	Yes	$0	z_No	z_F	<High School	Clerical	29	Private	$21,930	6	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
8087	0	0.00000	1	43	1	11	$73,247	Yes	$0	z_No	z_F	Masters	Lawyer	12	Private	$24,000	7	Sports Car	no	$0	0	Yes	0	16	Highly Urban/ Urban
8089	0	0.00000	0	44	2	12	$156,493	No	$403,292	Yes	M	Bachelors	z_Blue Collar	19	Commercial	$24,410	4	Panel Truck	no	$0	0	No	2	12	z_Highly Rural/ Rural
8090	1	7840.84683	0	36	3	13	$66,859	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	51	Private	$5,470	4	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
8092	0	0.00000	0	41	0	11	$65,346	No	$240,364	z_No	M	Masters	Lawyer	40	Private	$12,130	6	Pickup	yes	$5,651	1	No	4	19	Highly Urban/ Urban
8093	1	2648.00000	0	49	0	10		No	$209,679	Yes	z_F	z_High School	z_Blue Collar	50	Commercial	$17,190	16	Sports Car	no	$8,174	2	No	4	1	Highly Urban/ Urban
8096	0	0.00000	0	33	3	13	$163,436	No	$393,600	Yes	z_F	Bachelors	Manager	25	Private	$21,140	11	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
8097	0	0.00000	0	55	0	10	$85,024	No	$0	z_No	M	Masters	Manager	46	Commercial	$5,730	1	Pickup	yes	$4,582	2	No	0	19	Highly Urban/ Urban
8098	1	3432.00000	1	40	1	8	$35,660	Yes	$0	z_No	z_F	Masters	Professional	31	Private	$5,500	6	z_SUV	no	$0	0	No	1	11	Highly Urban/ Urban
8100	0	0.00000	0	50	0	12	$45,969	No	$141,496	Yes	M	Masters	Lawyer	5	Private	$6,500	7	Pickup	yes	$3,414	3	No	5	17	Highly Urban/ Urban
8103	0	0.00000	0	45	2	NA	$147,990	No	$411,073	Yes	z_F	Masters	Lawyer	21	Private	$20,800	6	Minivan	no	$0	0	No	2	16	Highly Urban/ Urban
8104	0	0.00000	0	38	3	NA		Yes	$0	z_No	z_F	Bachelors	Professional	36	Private	$26,460	1	Sports Car	no	$0	0	No	0	7	z_Highly Rural/ Rural
8105	0	0.00000	0	55	0	7	$45,787	No	$173,196	Yes	z_F	Masters	Lawyer	5	Private	$11,580	9	z_SUV	no	$2,528	1	No	5	13	Highly Urban/ Urban
8106	0	0.00000	0	46	0	7	$100,251	No	$316,455	Yes	M	z_High School	Manager	47	Private	$12,430	10	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
8107	0	0.00000	1	42	2	12	$46,177	No	$159,806	Yes	M	z_High School	z_Blue Collar	28	Commercial	$21,620	6	Minivan	yes	$6,271	1	No	0	10	Highly Urban/ Urban
8108	0	0.00000	0	51	0	7	$100,505	No	$0	z_No	M	PhD	Doctor	31	Private	$11,550	11	Minivan	yes	$0	0	No	0	NA	Highly Urban/ Urban
8109	0	0.00000	0	32	2	12	$30,770	Yes	$0	z_No	M	z_High School	z_Blue Collar	24	Commercial	$7,950	5	Pickup	yes	$0	0	No	0	6	z_Highly Rural/ Rural
8110	1	3454.00000	1	44	2	NA	$28,045	No	$158,817	Yes	M	<High School	Clerical	48	Commercial	$20,450	1	Van	yes	$0	0	No	4	1	Highly Urban/ Urban
8111	0	0.00000	0	45	0	11	$106,015	No	$263,348	Yes	z_F	Masters	Lawyer	14	Private	$18,910	10	Pickup	no	$32,915	1	No	3	15	Highly Urban/ Urban
8112	0	0.00000	0	59	0	13	$82,231	No	$270,288	Yes	z_F	z_High School	Professional	58	Private	$15,620	1	z_SUV	no	$2,978	2	Yes	4	1	Highly Urban/ Urban
8113	1	1853.00000	0	48	0	14	$96,659	No	$246,612	Yes	z_F	Bachelors	z_Blue Collar	61	Commercial	$18,490	9	z_SUV	no	$4,906	1	No	0	7	Highly Urban/ Urban
8114	0	0.00000	0	47	0	12	$28,068	No	$125,923	z_No	M	z_High School	Clerical	19	Private	$9,550	3	Minivan	no	$0	0	No	0	7	z_Highly Rural/ Rural
8115	0	0.00000	0	47	0	11	$27,381	No	$146,238	z_No	z_F	<High School	z_Blue Collar	46	Private	$19,520	1	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
8117	0	0.00000	0	43	0	8	$153,778	No	$353,534	z_No	z_F	PhD	Doctor	34	Private	$24,020	6	Sports Car	no	$3,660	2	No	3	17	Highly Urban/ Urban
8118	0	0.00000	0	35	0	15	$7,350	No	$67,463	Yes	z_F	<High School	Clerical	14	Private	$2,230	7	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
8119	0	0.00000	0	49	0	9	$94,062	No	$287,762	z_No	M	Bachelors	Manager	15	Private	$6,200	6	Minivan	yes	$0	0	Yes	2	11	Highly Urban/ Urban
8120	0	0.00000	0	47	0	12	$94,523	No	$268,445	Yes	z_F	Masters	Lawyer	46	Private	$7,300	7	Sports Car	no	$0	0	No	0	23	Highly Urban/ Urban
8121	0	0.00000	0	51	0	10	$52,391	No	$0	z_No	z_F	Bachelors	Professional	46	Private	$6,740	6	Sports Car	no	$0	0	No	1	12	Highly Urban/ Urban
8122	1	1993.00000	0	61	0	0	$0	No	$96,739	z_No	z_F	<High School	Student	5	Private	$1,500	1	Sports Car	no	$6,414	2	No	6	7	Highly Urban/ Urban
8123	0	0.00000	0	49	0	9	$34,427	No	$158,704	z_No	z_F	Bachelors	Home Maker	38	Private	$9,840	1	Minivan	no	$0	0	No	0	7	z_Highly Rural/ Rural
8124	0	0.00000	2	45	3	16	$30,111	No	$162,409	Yes	M	z_High School	Clerical	36	Private	$10,870	9	Pickup	no	$0	0	No	0	1	z_Highly Rural/ Rural
8126	1	8284.00000	0	44	0	12	$60,217	No	$0	z_No	z_F	Bachelors	z_Blue Collar	5	Commercial	$7,520	8	z_SUV	no	$0	0	No	0	12	Highly Urban/ Urban
8127	0	0.00000	0	30	1	10	$33,063	Yes	$0	z_No	M	<High School	z_Blue Collar	50	Commercial	$17,920	6	Van	yes	$0	0	No	1	1	z_Highly Rural/ Rural
8128	0	0.00000	0	56	0	6	$103,503	No	$279,903	z_No	M	Masters	Professional	14	Private	$45,480	4	Minivan	no	$0	0	No	1	15	z_Highly Rural/ Rural
8129	1	6221.58373	1	42	3	13	$156,532	Yes	$0	z_No	M	Bachelors	Professional	31	Commercial	$18,060	6	Van	no	$785	2	No	4	14	Highly Urban/ Urban
8130	0	0.00000	1	37	2	11	$28,907	No	$162,439	Yes	z_F	z_High School	Clerical	34	Private	$4,390	10	Sports Car	no	$4,383	3	No	0	1	Highly Urban/ Urban
8131	0	0.00000	0	43	0	11		No	$252,182	Yes	z_F	Bachelors	Professional	28	Private	$5,800	4	z_SUV	no	$23,852	1	Yes	3	11	Highly Urban/ Urban
8132	0	0.00000	0	30	0	7	$57,553	No	$196,689	Yes	M	z_High School	z_Blue Collar	13	Commercial	$33,610	1	Panel Truck	no	$0	0	No	0	1	z_Highly Rural/ Rural
8133	1	4753.00000	0	50	0	12	$131,311	No	$0	z_No	M	z_High School	Professional	43	Commercial	$26,370	7	Panel Truck	yes	$5,055	3	No	7	9	Highly Urban/ Urban
8135	0	0.00000	0	47	1	12	$76,811	No	$243,367	Yes	z_F	z_High School	Manager	56	Private	$7,090	10	Sports Car	no	$0	0	No	0	8	Highly Urban/ Urban
8136	1	2327.00000	2	44	2	0	$0	No	$0	Yes	M	Bachelors	Student	17	Commercial	$1,500	13	Minivan	yes	$0	0	No	4	5	Highly Urban/ Urban
8137	0	0.00000	0	34	2	13	$86,323	No	$266,214	Yes	z_F	Bachelors	Professional	27	Private	$6,270	4	z_SUV	no	$0	0	No	1	7	Highly Urban/ Urban
8138	0	0.00000	0	41	0	8	$91,619	No	$299,467	Yes	z_F	Masters	Lawyer	23	Private	$14,830	6	z_SUV	no	$0	0	No	0	19	Highly Urban/ Urban
8140	0	0.00000	0	38	0	11	$64,345	No	$206,587	Yes	M	Bachelors	Professional	72	Private	$10,210	6	Pickup	no	$0	0	No	2	7	z_Highly Rural/ Rural
8142	0	0.00000	0	40	0	12	$51,882	No	$185,978	Yes	M	z_High School	z_Blue Collar	56	Commercial	$10,690	2	Pickup	yes	$0	0	No	1	1	z_Highly Rural/ Rural
8143	0	0.00000	0	45	0	11	$87,038	No	$0	z_No	z_F	z_High School	z_Blue Collar	27	Private	$14,580	1	z_SUV	no	$0	0	Yes	1	7	z_Highly Rural/ Rural
8144	0	0.00000	1	40	3	10	$89,006	No	$268,136	Yes	M	Bachelors	Professional	58	Commercial	$25,060	1	Panel Truck	yes	$0	0	No	1	15	z_Highly Rural/ Rural
8145	0	0.00000	0	49	0	13	$99,493	No	$288,808	Yes	z_F	z_High School	z_Blue Collar	14	Commercial	$23,030	4	Pickup	no	$6,980	2	No	2	1	Highly Urban/ Urban
8146	1	6001.00000	0	58	0	13	$69,879	No	$259,753	Yes	z_F	Bachelors	Professional	33	Private	$20,520	1	z_SUV	no	$3,120	2	No	6	12	Highly Urban/ Urban
8148	0	0.00000	0	60	0	13	$57,389	No	$232,281	z_No	M	Masters	Manager	53	Commercial	$27,620	6	Panel Truck	yes	$5,639	1	No	0	14	Highly Urban/ Urban
8149	0	0.00000	0	45	0	10	$61,853	No	$220,043	z_No	M	z_High School	Professional	32	Private	$17,180	10	Van	no	$5,092	1	No	0	1	Highly Urban/ Urban
8150	0	0.00000	0	45	0	12	$81,264	No		Yes	M	z_High School	z_Blue Collar	39	Private	$13,010	1	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
8151	0	0.00000	0	43	2	15	$57,424	No	$240,666	Yes	M	z_High School	Clerical	69	Private	$18,670	4	Van	no	$0	0	No	2	1	z_Highly Rural/ Rural
8152	1	7505.11955	0	43	0	10	$72,894	No	$0	z_No	M	<High School	z_Blue Collar	55	Private	$5,800	4	Pickup	yes	$22,464	2	Yes	3	4	Highly Urban/ Urban
8153	0	0.00000	0	44	0	10	$70,539	No	$232,942	Yes	M	Bachelors	Clerical	5	Private	$14,830	1	Minivan	yes	$0	0	No	3	15	Highly Urban/ Urban
8154	1	4301.00000	0	44	2	7	$24,091	Yes	$0	z_No	z_F	<High School	z_Blue Collar	27	Private	$8,310	1	z_SUV	no	$6,693	3	No	0	6	Highly Urban/ Urban
8155	0	0.00000	0	54	0	10	$19,920	No	$173,863	Yes	M	<High School	Clerical	12	Private	$16,920	9	Van	yes	$33,694	2	Yes	6	4	Highly Urban/ Urban
8156	0	0.00000	0	52	0	13	$223,020	No	$0	z_No	z_F	PhD	Doctor	21	Private	$35,830	1	Van	no	$0	0	No	0	10	Highly Urban/ Urban
8157	0	0.00000	0	46	0	13	$83,187	No	$0	z_No	M	Bachelors	Manager	41	Private	$13,200	6	Minivan	no	$4,185	2	No	5	8	Highly Urban/ Urban
8159	0	0.00000	0	40	2	13	$69,946	No	$260,369	Yes	z_F	Bachelors	Clerical	51	Private	$12,490	4	z_SUV	no	$0	0	No	1	11	z_Highly Rural/ Rural
8161	0	0.00000	0	49	0	16	$54,288	No	$172,214	Yes	z_F	Bachelors	Professional	15	Private	$11,830	6	z_SUV	no	$0	0	No	2	8	Highly Urban/ Urban
8162	0	0.00000	0	49	0	14	$1,463	No	$101,545	Yes	z_F	Bachelors	Home Maker	33	Private	$6,550	1	z_SUV	no	$883	2	No	0	12	Highly Urban/ Urban
8163	0	0.00000	0	52	0	7	$1,423	No	$80,489	z_No	z_F	z_High School	Home Maker	31	Private	$6,700	1	z_SUV	no	$6,208	4	No	0	8	Highly Urban/ Urban
8164	1	6088.22121	0	49	0	8	$31,873	No	$123,025	Yes	z_F	<High School	Clerical	41	Private	$9,830	12	z_SUV	no	$4,600	2	No	0	1	Highly Urban/ Urban
8166	0	0.00000	0	42	0	8	$28,691	No		Yes	M	z_High School	Clerical	44	Private	$5,600	10	Pickup	no	$39,146	2	Yes	4	8	Highly Urban/ Urban
8167	0	0.00000	2	43	2	13	$63,357	No	$222,957	Yes	M	Bachelors	z_Blue Collar	16	Commercial	$20,790	6	Van	no	$0	0	No	1	1	z_Highly Rural/ Rural
8168	0	0.00000	2	37	4	16	$5,175	No	$0	Yes	z_F	z_High School	Student	5	Commercial	$5,720	17	z_SUV	no	$0	0	No	0	8	z_Highly Rural/ Rural
8169	0	0.00000	0	41	0	9	$107,814	No	$282,778	z_No	M	Masters		28	Commercial	$16,380	13	Van	yes	$22,642	2	No	2	NA	Highly Urban/ Urban
8170	0	0.00000	0	43	2	13	$181,818	No	$412,672	Yes	M	Bachelors	Manager	19	Private	$19,680	1	Van	yes	$0	0	No	0	9	Highly Urban/ Urban
8171	1	3686.00000	0	43	0	9	$63,511	No	$219,943	z_No	M	Bachelors	z_Blue Collar	19	Commercial	$12,150	3	Pickup	yes	$0	0	No	3	8	Highly Urban/ Urban
8172	1	3822.00000	0	53	0	13	$61,486	No	$0	z_No	M	Bachelors	z_Blue Collar	32	Commercial	$24,180	10	Panel Truck	yes	$19,709	3	Yes	0	10	Highly Urban/ Urban
8173	0	0.00000	0	50	0	10	$194,030	No	$472,849	z_No	M	Masters		32	Commercial	$36,300	13	Panel Truck	yes	$8,293	4	No	5	NA	Highly Urban/ Urban
8174	0	0.00000	0	49	0	9	$51,576	No	$222,560	Yes	M	PhD		50	Commercial	$27,460	1	Panel Truck	no	$0	0	No	0	21	Highly Urban/ Urban
8175	0	0.00000	0	47	0	13	$32,611	No	$132,321	Yes	M	z_High School	Clerical	11	Private	$1,500	6	Minivan	yes	$26,973	1	Yes	5	1	Highly Urban/ Urban
8176	0	0.00000	2	44	2	16	$30,560	No	$135,266	Yes	M	z_High School	Clerical	25	Private	$5,900	16	Minivan	no	$0	0	No	0	0	z_Highly Rural/ Rural
8177	0	0.00000	0	45	0	10	$55,626	No	$234,216	z_No	M	Masters		28	Commercial	$4,860	20	Pickup	yes	$0	0	No	2	19	z_Highly Rural/ Rural
8178	1	8067.00000	1	53	1	16	$63,269	No	$243,277	Yes	M	Masters	Lawyer	45	Private	$6,710	7	Pickup	yes	$3,850	4	No	0	11	Highly Urban/ Urban
8179	0	0.00000	0	49	0	13	$67,489	No	$221,734	Yes	M	Bachelors	Professional	6	Private	$10,450	13	Pickup	no	$11,054	1	No	4	NA	Highly Urban/ Urban
8180	0	0.00000	0	55	0	13	$74,295	No	$196,144	Yes	z_F	Bachelors	Clerical	26	Private	$1,500	6	z_SUV	no	$42,748	4	Yes	1	NA	Highly Urban/ Urban
8181	0	0.00000	1	41	3	15	$6,232	No	$0	Yes	z_F	z_High School	Student	40	Private	$6,220	4	Sports Car	no	$6,292	4	No	1	1	Highly Urban/ Urban
8182	1	1232.00000	0	38	2	11	$42,229	No	$167,121	Yes	z_F	<High School	Clerical	21	Commercial	$23,020	9	Pickup	no	$0	0	No	2	1	Highly Urban/ Urban
8183	0	0.00000	0	37	2	10		Yes	$0	z_No	z_F	<High School	Student	59	Private	$14,860	6	z_SUV	no	$0	0	No	0	NA	Highly Urban/ Urban
8184	1	7907.00000	2	44	2	NA	$0	No	$64,624	Yes	z_F	<High School	Home Maker	40	Private	$11,910	7	z_SUV	no	$36,386	2	Yes	2	6	Highly Urban/ Urban
8185	0	0.00000	0	47	0	8	$104,019	No	$281,021	Yes	z_F	Masters	Professional	76	Commercial	$20,600	7	Pickup	no	$0	0	No	2	20	Highly Urban/ Urban
8186	1	3331.00000	2	62	4	19	$174,140	No	$487,307	Yes	z_F	PhD	Manager	20	Private	$26,310	15	z_SUV	no	$0	0	No	1	17	Highly Urban/ Urban
8188	0	0.00000	0	40	0	9	$56,626	No	$210,500	Yes	z_F	Bachelors	Manager	27	Private	$11,160	1	z_SUV	no	$40,584	3	No	4	1	Highly Urban/ Urban
8189	0	0.00000	0	47	0	9	$2,400	No	$0	Yes	z_F	<High School	Student	32	Private	$2,860	4	z_SUV	no	$0	0	Yes	0	6	z_Highly Rural/ Rural
8190	0	0.00000	0	60	0	10	$105,600	No		z_No	z_F	PhD	Doctor	37	Private	$10,420	6	z_SUV	no	$4,853	2	No	3	NA	Highly Urban/ Urban
8191	0	0.00000	0	47	0	12	$112,366	No	$0	z_No	M	Masters	Lawyer	10	Private	$17,440	3	Minivan	yes	$18,599	2	Yes	5	18	Highly Urban/ Urban
8192	0	0.00000	0	39	0	9	$35,366	No	$166,481	Yes	z_F	z_High School	Clerical	30	Private	$6,790	4	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
8193	1	2524.00000	1	48	1	11	$84,042	No	$263,403	Yes	z_F	Masters	Lawyer	55	Private	$10,320	1	z_SUV	no	$7,560	1	No	2	20	Highly Urban/ Urban
8194	1	5610.00000	0	38	0	14	$50,104	No	$241,191	Yes	z_F	Masters	Lawyer	44	Private	$10,310	21	z_SUV	no	$6,384	2	No	5	12	Highly Urban/ Urban
8195	0	0.00000	0	46	0	5	$17,991	No		z_No	z_F	<High School	Student	61	Private	$3,300	10	Sports Car	no	$0	0	No	0	4	z_Highly Rural/ Rural
8196	0	0.00000	0	52	0	10	$46,183	No	$188,378	Yes	M	PhD	Home Maker	5	Private	$11,320	1	Pickup	no	$0	0	No	0	18	Highly Urban/ Urban
8197	1	7862.00000	0	25	3	0	$0	No	$0	Yes	z_F	z_High School	Student	27	Commercial	$5,950	1	z_SUV	no	$0	0	No	3	1	Highly Urban/ Urban
8198	0	0.00000	0	47	0	0	$0	No	$120,276	z_No	z_F	Masters	Home Maker	33	Private	$15,420	1	z_SUV	no	$4,662	3	No	0	1	Highly Urban/ Urban
8199	1	7833.00000	1	44	1	11	$75,161	Yes	$241,237	z_No	z_F	PhD	Doctor	48	Private	$11,220	1	z_SUV	no	$6,367	4	No	5	19	Highly Urban/ Urban
8200	0	0.00000	0	39	0	13	$51,981	No	$0	z_No	z_F	z_High School	z_Blue Collar	59	Commercial	$5,400	10	z_SUV	no	$0	0	No	0	8	z_Highly Rural/ Rural
8201	1	3682.00000	0	37	0	11	$5,590	No	$90,639	Yes	M	<High School	Clerical	27	Commercial	$24,770	4	Panel Truck	yes	$0	0	No	0	1	Highly Urban/ Urban
8202	0	0.00000	0	52	0	12	$143,073	No	$404,124	Yes	z_F	Bachelors	Professional	30	Private	$16,930	11	z_SUV	no	$0	0	No	0	10	Highly Urban/ Urban
8203	0	0.00000	0	51	0	NA	$66,804	No	$0	z_No	M	Bachelors	Professional	21	Private	$21,460	1	Van	no	$22,531	3	Yes	6	7	Highly Urban/ Urban
8204	1	867.00000	0	36	0	9	$12,546	No	$0	z_No	M	<High School	Clerical	22	Private	$1,500	1	Minivan	yes	$4,636	3	No	0	1	Highly Urban/ Urban
8206	0	0.00000	0	47	0	12	$78,438	No	$241,003	Yes	M	Bachelors	Manager	18	Private	$15,810	1	Minivan	yes	$0	0	No	0	11	Highly Urban/ Urban
8207	0	0.00000	1	43	1	3	$154,611	Yes	$0	z_No	M	Masters	Lawyer	30	Private	$21,260	16	Van	yes	$0	0	No	0	19	Highly Urban/ Urban
8208	1	7027.00000	0	52	0	10	$32,028	No	$0	z_No	z_F	z_High School	Clerical	41	Private	$14,860	3	z_SUV	no	$0	0	No	4	1	Highly Urban/ Urban
8210	0	0.00000	0	32	4	14	$86,539	No	$305,557	Yes	z_F	Masters		42	Private	$13,350	10	z_SUV	no	$0	0	No	0	19	Highly Urban/ Urban
8212	0	0.00000	0	37	0	9	$38,200	No	$167,131	z_No	M	z_High School	Clerical	51	Commercial	$11,200	10	Pickup	yes	$5,824	4	No	1	8	Highly Urban/ Urban
8213	0	0.00000	0	49	0	11		No	$127,077	z_No	z_F	z_High School	Home Maker	21	Private	$10,130	8	z_SUV	no	$2,740	3	No	0	1	Highly Urban/ Urban
8214	1	3350.00000	0	28	2	11	$12,891	No	$86,839	Yes	z_F	<High School	Home Maker	10	Commercial	$26,350	1	Pickup	no	$3,683	2	No	4	5	Highly Urban/ Urban
8215	0	0.00000	0	41	1	9	$101,337	Yes	$277,732	z_No	M	z_High School	z_Blue Collar	36	Commercial	$11,630	1	Pickup	no	$0	0	No	0	6	Highly Urban/ Urban
8216	0	0.00000	0	41	3	14	$7,863	No	$113,380	Yes	z_F	Bachelors	Student	20	Private	$5,300	7	z_SUV	no	$0	0	No	0	6	Highly Urban/ Urban
8217	0	0.00000	0	66	0	15	$90,934	No	$271,721	Yes	z_F	Masters	Lawyer	32	Private	$21,250	4	Sports Car	no	$0	0	No	1	17	Highly Urban/ Urban
8218	0	0.00000	0	44	0	12	$32,633	No	$0	Yes	M	z_High School	Student	8	Commercial	$9,160	10	Pickup	no	$0	0	No	0	1	z_Highly Rural/ Rural
8219	0	0.00000	0	38	2	15	$23,297	Yes	$0	z_No	z_F	z_High School	Clerical	58	Private	$7,630	6	z_SUV	no	$6,510	1	No	6	1	z_Highly Rural/ Rural
8220	0	0.00000	0	48	0	8	$66,702	No	$221,009	Yes	z_F	Masters	Lawyer	24	Private	$15,580	13	z_SUV	no	$0	0	No	0	21	z_Highly Rural/ Rural
8221	0	0.00000	0	58	0	16	$100,958	No	$306,198	Yes	M	PhD	Doctor	20	Private	$18,170	1	Minivan	yes	$0	0	No	1	14	Highly Urban/ Urban
8222	0	0.00000	0	45	0	13	$69,158	No	$0	z_No	M	Masters	Professional	24	Private	$22,680	6	Minivan	yes	$6,314	2	No	5	16	Highly Urban/ Urban
8223	0	0.00000	0	37	0	0	$0	No	$0	z_No	z_F	<High School	Student	54	Commercial	$20,590	6	Pickup	no	$5,161	3	No	1	1	z_Highly Rural/ Rural
8224	0	0.00000	1	45	3	15	$24,101	No	$0	Yes	z_F	Bachelors	Student	47	Private	$8,410	6	z_SUV	no	$0	0	No	0	7	z_Highly Rural/ Rural
8225	0	0.00000	0	49	0	11	$62,975	No	$208,369	z_No	z_F	Bachelors	Professional	24	Private	$23,130	1	Pickup	no	$0	0	No	0	3	Highly Urban/ Urban
8226	1	2012.00000	0	42	0	10	$60,522	No	$0	z_No	z_F	z_High School	Clerical	27	Private	$19,710	1	Sports Car	no	$49,380	1	No	0	7	z_Highly Rural/ Rural
8227	1	1683.00000	0	38	2	14	$21,571	No	$109,536	Yes	M	<High School	Clerical	24	Private	$21,990	1	Van	yes	$0	0	No	3	1	Highly Urban/ Urban
8228	0	0.00000	0	51	0	NA		No		Yes	z_F	Bachelors	Professional	45	Private	$33,800	1	Minivan	no	$5,594	1	No	0	11	Highly Urban/ Urban
8229	0	0.00000	0	46	0	11	$80,183	No	$210,725	z_No	z_F	Bachelors	z_Blue Collar	25	Commercial	$16,870	9	z_SUV	no	$0	0	No	1	8	Highly Urban/ Urban
8230	1	6424.00000	0	54	0	14	$60,115	No	$188,846	Yes	M	z_High School	z_Blue Collar	27	Commercial	$8,130	2	Pickup	yes	$0	0	No	0	7	Highly Urban/ Urban
8231	0	0.00000	0	38	0	9	$97,608	No	$239,022	Yes	M	Bachelors	z_Blue Collar	81	Commercial	$20,160	3	Van	no	$812	3	No	0	6	Highly Urban/ Urban
8233	0	0.00000	0	48	0	10	$82,236	No	$0	z_No	z_F	Masters	Manager	36	Private	$16,000	13	z_SUV	no	$0	0	No	0	14	Highly Urban/ Urban
8234	1	5555.00000	0	30	2	0	$0	No	$91,900	Yes	z_F	z_High School	Student	60	Commercial	$4,500	1	z_SUV	no	$0	0	Yes	3	8	Highly Urban/ Urban
8235	0	0.00000	0	46	0	10	$23,965	No	$0	z_No	M	<High School	z_Blue Collar	26	Private	$6,300	4	Pickup	yes	$0	0	No	0	6	Highly Urban/ Urban
8239	0	0.00000	0	53	0	12	$80,329	No	$229,383	Yes	M	Bachelors	Manager	45	Private	$37,080	1	Minivan	no	$0	0	Yes	0	6	Highly Urban/ Urban
8240	0	0.00000	0	55	0	8	$108,048	No	$305,727	z_No	M	Masters	Lawyer	44	Private	$17,800	1	Van	yes	$0	0	No	2	NA	Highly Urban/ Urban
8241	0	0.00000	0	45	0	11	$53,896	No	$221,275	z_No	z_F	z_High School	Manager	41	Private	$11,570	3	Minivan	no	$0	0	Yes	2	3	Highly Urban/ Urban
8242	0	0.00000	0	29	0	7	$25,690	No	$0	z_No	z_F	<High School	Clerical	36	Private	$14,750	10	z_SUV	no	$0	0	No	1	1	z_Highly Rural/ Rural
8243	0	0.00000	0	53	0	10	$41,924	No	$0	z_No	z_F	z_High School	Home Maker	51	Private	$11,150	10	z_SUV	no	$0	0	No	0	7	z_Highly Rural/ Rural
8244	1	8584.00000	0	49	0	0	$0	No	$0	z_No	M	z_High School	Student	24	Commercial	$6,200	4	Pickup	yes	$7,304	3	No	2	1	z_Highly Rural/ Rural
8246	1	346.50325	0	31	1	7	$27,439	No		Yes	z_F	z_High School	z_Blue Collar	26	Private	$4,500	6	z_SUV	no	$3,923	2	No	0	1	Highly Urban/ Urban
8247	0	0.00000	0	51	0	15	$109,836	No	$322,934	Yes	z_F	Bachelors	Professional	42	Commercial	$1,500	4	Sports Car	no	$42,214	1	Yes	1	6	Highly Urban/ Urban
8248	1	9249.07661	0	38	0	9	$62,290	No	$223,013	z_No	z_F	Bachelors	z_Blue Collar	22	Commercial	$11,530	11	Sports Car	no	$7,003	1	No	2	9	Highly Urban/ Urban
8249	1	5779.00000	0	33	3	NA	$3,068	No	$92,992	Yes	z_F	z_High School	Home Maker	35	Private	$5,110	6	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
8250	1	4395.00000	0	46	0	8	$177,562	No	$0	z_No	M	PhD	Manager	53	Commercial	$22,110	6	Pickup	no	$6,935	1	No	3	19	Highly Urban/ Urban
8251	1	4043.00000	0	48	1	12	$80,016	Yes	$0	z_No	z_F	Bachelors	Manager	36	Commercial	$33,550	4	Van	no	$0	0	No	0	7	Highly Urban/ Urban
8252	1	4321.00000	0	31	3	13	$30,089	No	$121,900	Yes	M	z_High School	Professional	36	Commercial	$31,510	3	Panel Truck	yes	$4,278	1	No	4	1	Highly Urban/ Urban
8253	1	2628.00000	0	60	0	NA	$71,840	No	$278,030	Yes	z_F	Bachelors	Manager	33	Private	$7,500	1	z_SUV	no	$5,035	1	No	4	13	Highly Urban/ Urban
8254	1	8696.00000	0	46	0	8	$23,655	No	$190,550	Yes	M	<High School	z_Blue Collar	40	Commercial	$9,340	11	Pickup	yes	$43,381	1	Yes	4	7	Highly Urban/ Urban
8255	0	0.00000	1	36	2	12	$105,674	Yes	$0	z_No	z_F	Masters	Lawyer	5	Private	$30,620	4	Pickup	no	$0	0	No	1	13	Highly Urban/ Urban
8257	1	5648.00000	0	27	2	13	$67,168	Yes	$0	z_No	z_F	Bachelors	Professional	36	Private	$15,570	6	Minivan	no	$0	0	Yes	0	9	Highly Urban/ Urban
8258	0	0.00000	1	37	1	15	$62,894	No	$245,334	Yes	z_F	Bachelors	Clerical	70	Private	$23,120	6	Sports Car	no	$36,320	2	Yes	4	14	Highly Urban/ Urban
8259	0	0.00000	3	41	3	0	$0	No	$0	Yes	z_F	z_High School	Student	34	Private	$5,990	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
8260	0	0.00000	0	47	0	5	$32,577	No	$185,790	Yes	M	Bachelors	Professional	61	Commercial	$16,600	6	Van	yes	$0	0	No	0	1	Highly Urban/ Urban
8261	1	3720.00000	0	46	0	13	$66,522	No	$0	z_No	z_F	z_High School	z_Blue Collar	36	Commercial	$19,860	3	z_SUV	no	$28,642	3	Yes	0	11	Highly Urban/ Urban
8262	0	0.00000	1	43	2	12	$72,605	No	$246,305	Yes	z_F	Bachelors	Professional	5	Private	$15,800	1	z_SUV	no	$0	0	No	0	6	Highly Urban/ Urban
8263	0	0.00000	1	39	2	7	$3,414	No	$0	Yes	M	<High School	Student	9	Private	$10,840	7	Minivan	yes	$3,973	1	No	0	NA	Highly Urban/ Urban
8264	0	0.00000	0	37	2	12	$87,762	Yes	$277,357	z_No	M	Bachelors	Clerical	50	Commercial	$23,970	1	Panel Truck	yes	$0	0	No	0	3	z_Highly Rural/ Rural
8265	0	0.00000	0	50	0	12	$108,224	No	$0	z_No	z_F	Masters	Lawyer	35	Private	$27,010	1	Minivan	no	$4,235	2	No	7	19	Highly Urban/ Urban
8266	0	0.00000	0	61	1	8	$19,222	Yes	$0	z_No	z_F	z_High School	Student	39	Commercial	$25,620	1	Pickup	no	$5,400	4	No	5	6	z_Highly Rural/ Rural
8267	0	0.00000	0	61	0	12	$179,536	No	$481,375	z_No	M	PhD	Doctor	45	Private	$25,550	6	Minivan	no	$0	0	No	1	19	Highly Urban/ Urban
8271	0	0.00000	0	32	1	13	$189,093	Yes	$0	z_No	M	PhD		27	Commercial	$33,600	10	Panel Truck	yes	$37,394	1	No	0	7	Highly Urban/ Urban
8272	1	223.61200	0	33	2	9	$31,675	No	$159,621	Yes	z_F	z_High School	z_Blue Collar	25	Commercial	$4,800	4	z_SUV	no	$0	0	Yes	0	NA	Highly Urban/ Urban
8273	0	0.00000	0	41	1	14	$45,153	Yes	$170,290	z_No	z_F	Bachelors	Clerical	26	Private	$13,730	10	z_SUV	no	$30,903	1	No	3	10	Highly Urban/ Urban
8274	1	6611.00000	0	46	0	0	$0	No	$0	z_No	z_F	Bachelors	Home Maker	53	Private	$6,100	17	z_SUV	no	$5,348	4	No	5	12	Highly Urban/ Urban
8275	0	0.00000	1	39	2	13	$31,906	No	$141,079	Yes	M	<High School	z_Blue Collar	74	Commercial	$11,120	9	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
8276	0	0.00000	0	57	0	15	$94,042	No	$233,414	Yes	M	Bachelors	Manager	41	Commercial	$32,660	18	Panel Truck	yes	$0	0	No	0	12	Highly Urban/ Urban
8277	1	1664.00000	0	43	0	10	$36,115	No	$176,491	Yes	M	z_High School	z_Blue Collar	46	Commercial	$11,410	1	Pickup	yes	$0	0	No	3	NA	Highly Urban/ Urban
8278	0	0.00000	0	42	0	13	$30,458	No	$0	z_No	z_F	<High School	Clerical	37	Private	$5,700	7	z_SUV	no	$9,081	1	No	0	1	Highly Urban/ Urban
8279	0	0.00000	0	19	2	9	$6,284	Yes	$0	z_No	M	<High School	Clerical	33	Private	$17,300	10	Van	yes	$7,026	1	No	5	5	Highly Urban/ Urban
8280	0	0.00000	0	57	0	0	$0	No		Yes	z_F	z_High School	Home Maker	37	Private	$1,500	1	z_SUV	no	$0	0	No	0	4	Highly Urban/ Urban
8281	0	0.00000	0	58	0	13	$151,814	No	$420,602	z_No	z_F	PhD	Doctor	35	Private	$11,440	4	z_SUV	no	$0	0	No	1	14	Highly Urban/ Urban
8282	0	0.00000	0	56	0	13	$23,830	No	$166,141	Yes	M	<High School	z_Blue Collar	8	Private	$5,470	4	Pickup	no	$0	0	No	0	1	z_Highly Rural/ Rural
8283	1	3760.00000	0	48	0	10	$123,223	No	$0	z_No	M	Masters		34	Commercial	$24,380	7	Panel Truck	yes	$3,233	3	No	0	11	Highly Urban/ Urban
8284	0	0.00000	0	46	0	14	$84,614	No	$285,181	Yes	M	Masters		37	Commercial	$38,420	8	Panel Truck	yes	$0	0	Yes	0	NA	Highly Urban/ Urban
8285	0	0.00000	0	42	0	10	$38,943	No		Yes	z_F	z_High School	z_Blue Collar	32	Commercial	$10,010	6	z_SUV	no	$1,008	1	No	4	11	Highly Urban/ Urban
8287	1	2075.00000	1	37	2	16	$122,598	No	$307,051	Yes	z_F	PhD	Home Maker	48	Private	$28,800	6	Pickup	no	$6,407	1	No	4	12	Highly Urban/ Urban
8288	0	0.00000	0	38	0	0	$0	No	$81,040	Yes	M	<High School	Student	21	Private	$1,500	4	Minivan	no	$0	0	No	0	7	Highly Urban/ Urban
8290	0	0.00000	1	51	1	14	$35,579	No	$156,824	Yes	M	<High School	Clerical	24	Private	$13,830	7	Minivan	yes	$0	0	No	0	6	Highly Urban/ Urban
8291	0	0.00000	0	53	0	NA	$88,712	No	$239,681	z_No	z_F	Bachelors	Professional	49	Private	$16,310	13	z_SUV	no	$1,835	2	No	2	11	Highly Urban/ Urban
8292	0	0.00000	0	51	1	12	$106,036	No	$301,485	Yes	z_F	Masters	Professional	37	Private	$12,100	6	z_SUV	no	$0	0	No	0	19	Highly Urban/ Urban
8293	0	0.00000	0	34	0	9	$36,648	No	$159,565	z_No	M	Bachelors	Clerical	47	Private	$11,980	7	Minivan	yes	$0	0	No	0	12	Highly Urban/ Urban
8294	1	1132.63391	0	48	0	12	$49,551	No	$218,904	Yes	z_F	Bachelors	Professional	24	Private	$6,300	1	z_SUV	no	$6,130	1	No	2	NA	Highly Urban/ Urban
8295	0	0.00000	0	46	0	13	$64,030	No	$191,941	Yes	M	Masters	Lawyer	24	Private	$7,900	9	Minivan	yes	$0	0	Yes	0	13	Highly Urban/ Urban
8296	0	0.00000	0	41	0	10	$97,497	No	$0	z_No	z_F	PhD	Doctor	26	Private	$20,970	14	Minivan	no	$0	0	No	4	13	Highly Urban/ Urban
8297	0	0.00000	0	54	0	13	$39,048	No	$229,578	Yes	M	Bachelors	Professional	64	Private	$22,670	4	Minivan	yes	$1,450	1	No	5	7	Highly Urban/ Urban
8298	0	0.00000	0	41	0	11	$43,670	No	$180,307	z_No	z_F	z_High School	z_Blue Collar	25	Commercial	$9,970	1	z_SUV	no	$0	0	No	0	NA	Highly Urban/ Urban
8299	1	4220.00000	0	33	2	0	$0	No	$0	Yes	M	Bachelors	Student	45	Commercial	$21,380	11	Van	yes	$3,676	1	No	7	7	Highly Urban/ Urban
8300	1	4370.00000	0	51	1	18	$30,531	No	$122,736	Yes	z_F	z_High School	z_Blue Collar	35	Commercial	$6,600	1	z_SUV	no	$32,674	3	Yes	6	1	Highly Urban/ Urban
8302	0	0.00000	0	55	0	13	$54,844	No	$220,205	Yes	M	Bachelors	Professional	5	Private	$21,060	10	Van	no	$0	0	No	0	11	Highly Urban/ Urban
8303	0	0.00000	0	52	1	15	$61,586	No	$257,565	Yes	z_F	z_High School	Professional	16	Private	$20,340	1	z_SUV	no	$1,322	2	No	1	1	Highly Urban/ Urban
8304	0	0.00000	0	30	1	11	$200,175	Yes	$0	z_No	z_F	PhD		5	Private	$18,820	6	z_SUV	no	$0	0	Yes	0	13	Highly Urban/ Urban
8306	0	0.00000	0	52	0	11	$106,169	No	$0	z_No	z_F	Bachelors	Manager	13	Private	$21,650	1	Minivan	no	$0	0	No	1	10	Highly Urban/ Urban
8307	0	0.00000	0	34	4	12	$80,475	No	$222,266	Yes	z_F	Bachelors	Professional	39	Private	$9,550	10	z_SUV	no	$0	0	Yes	2	7	Highly Urban/ Urban
8308	0	0.00000	0	46	0	7	$4,034	No		Yes	z_F	z_High School	Student	40	Commercial	$6,500	13	z_SUV	no	$0	0	No	0	7	z_Highly Rural/ Rural
8309	0	0.00000	0	45	0	12	$36,544	No	$123,639	Yes	z_F	z_High School	Professional	57	Private	$15,670	6	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
8311	0	0.00000	0	43	0	11	$56,331	No	$191,688	Yes	M	<High School	z_Blue Collar	44	Private	$21,130	10	Van	yes	$0	0	No	3	4	z_Highly Rural/ Rural
8313	0	0.00000	0	46	0	11	$47,520	No	$205,201	Yes	z_F	z_High School	z_Blue Collar	30	Commercial	$22,000	9	Sports Car	no	$0	0	No	1	8	z_Highly Rural/ Rural
8314	0	0.00000	0	44	0	14	$134,967	No	$335,456	Yes	z_F	Masters	Manager	31	Private	$20,580	13	Pickup	no	$0	0	No	0	18	Highly Urban/ Urban
8315	0	0.00000	0	56	0	12		No	$212,983	Yes	z_F	Bachelors	Manager	13	Private	$29,940	6	Van	no	$0	0	No	0	5	Highly Urban/ Urban
8316	1	5391.00000	2	67	3	17	$30,182	No	$143,293	Yes	z_F	z_High School	Manager	25	Private	$20,610	4	Sports Car	no	$0	0	No	2	8	Highly Urban/ Urban
8317	1	8116.00000	0	44	0	9	$40,069	No	$0	z_No	M	Bachelors	Student	28	Commercial	$12,070	10	Minivan	yes	$1,529	3	No	7	NA	Highly Urban/ Urban
8319	0	0.00000	0	47	0	NA	$58,414	No	$211,733	Yes	z_F	Bachelors	Professional	33	Commercial	$22,250	6	Van	no	$3,099	1	No	0	1	Highly Urban/ Urban
8320	0	0.00000	0	52	0	11	$90,349	No	$299,552	Yes	z_F	Masters	Manager	40	Private	$30,200	1	Minivan	no	$0	0	No	3	6	Highly Urban/ Urban
8322	0	0.00000	0	33	1	NA	$5,206	No	$151,478	Yes	z_F	z_High School	Student	25	Commercial	$5,980	6	z_SUV	no	$7,100	3	No	4	10	Highly Urban/ Urban
8323	0	0.00000	0	48	0	5	$78,374	No	$239,962	Yes	M	z_High School	z_Blue Collar	27	Commercial	$9,730	7	Minivan	no	$0	0	No	1	1	Highly Urban/ Urban
8324	0	0.00000	0	52	0	11	$12,169	No	$0	z_No	z_F	<High School	Student	26	Private	$13,340	14	z_SUV	no	$52,465	1	No	2	4	Highly Urban/ Urban
8325	0	0.00000	0	50	0	14	$81,493	No		Yes	M	Bachelors	z_Blue Collar	44	Commercial	$35,340	10	Minivan	yes	$8,522	1	No	11	7	Highly Urban/ Urban
8326	0	0.00000	0	49	0	9	$71,192	No	$263,204	Yes	z_F	Masters	Lawyer	8	Private	$6,360	1	z_SUV	no	$0	0	No	0	20	Highly Urban/ Urban
8327	0	0.00000	1	36	2	0	$0	No	$0	Yes	M	z_High School	Student	21	Commercial	$12,360	1	Minivan	yes	$36,756	2	Yes	7	1	z_Highly Rural/ Rural
8329	0	0.00000	0	53	0	16	$59,931	No		Yes	M	Bachelors	Clerical	31	Private	$13,770	17	Minivan	yes	$0	0	No	0	NA	z_Highly Rural/ Rural
8330	0	0.00000	1	42	2	10	$137,878	Yes	$0	z_No	M	PhD	Manager	30	Commercial	$33,920	18	Panel Truck	yes	$0	0	No	0	14	Highly Urban/ Urban
8332	0	0.00000	0	21	2	6	$5,411	No	$0	Yes	M	<High School	Student	23	Commercial	$28,600	4	Panel Truck	no	$1,337	1	No	6	1	z_Highly Rural/ Rural
8333	1	9235.00000	0	26	1	10	$46,604	Yes	$164,657	z_No	M	z_High School	z_Blue Collar	55	Commercial	$8,760	4	Minivan	yes	$6,188	1	No	9	1	Highly Urban/ Urban
8335	1	4541.00000	0	42	0	11	$105,796	No	$290,251	Yes	z_F	Masters	Lawyer	21	Private	$26,880	4	Sports Car	no	$20,061	3	Yes	0	12	Highly Urban/ Urban
8336	1	1882.00000	0	32	3	NA	$70,298	No		Yes	z_F	z_High School	z_Blue Collar	46	Commercial	$11,730	1	z_SUV	no	$5,715	2	No	5	6	Highly Urban/ Urban
8337	0	0.00000	0	54	0	16	$49,268	No	$209,157	Yes	M	Masters		20	Commercial	$17,810	6	Van	no	$3,133	2	No	1	12	Highly Urban/ Urban
8338	1	4743.00000	1	39	2	0	$0	Yes	$0	z_No	z_F	z_High School	Home Maker	5	Private	$5,400	5	Sports Car	no	$9,037	3	No	6	6	Highly Urban/ Urban
8339	0	0.00000	0	39	0	12	$33,570	No	$189,197	z_No	M	Bachelors	Clerical	44	Private	$8,520	10	Minivan	no	$0	0	No	3	11	z_Highly Rural/ Rural
8340	0	0.00000	0	48	0	7	$114,869	No	$300,454	z_No	z_F	Masters	Lawyer	5	Private	$6,300	4	z_SUV	no	$5,933	2	No	0	15	Highly Urban/ Urban
8341	0	0.00000	0	45	1	12	$5,106	Yes	$103,537	z_No	z_F	Bachelors	Home Maker	20	Private	$13,240	4	z_SUV	no	$6,084	2	No	2	9	Highly Urban/ Urban
8342	1	3049.69507	0	46	0	10	$21,238	No	$0	z_No	M	<High School	Clerical	39	Private	$14,410	1	Minivan	yes	$9,513	1	No	3	7	Highly Urban/ Urban
8343	0	0.00000	0	51	0	12	$58,714	No	$220,686	Yes	z_F	Bachelors	Manager	17	Private	$11,560	4	z_SUV	no	$0	0	No	1	10	Highly Urban/ Urban
8346	0	0.00000	0	59	0	12	$83,208	No	$271,242	Yes	z_F	Bachelors	z_Blue Collar	49	Commercial	$22,280	6	Pickup	no	$0	0	No	0	13	Highly Urban/ Urban
8347	0	0.00000	1	37	4	16	$50,822	No	$161,182	Yes	z_F	z_High School	Clerical	46	Private	$13,540	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
8348	0	0.00000	0	51	0	15	$23,772	No	$159,235	Yes	M	z_High School	Clerical	25	Commercial	$23,860	7	Panel Truck	no	$0	0	No	0	1	z_Highly Rural/ Rural
8349	0	0.00000	0	63	0	9	$87,516	No	$289,088	Yes	M	Masters	Professional	37	Private	$13,790	6	Sports Car	yes	$0	0	No	0	14	Highly Urban/ Urban
8350	0	0.00000	0	40	2	0	$0	No	$0	Yes	M	<High School	Student	61	Private	$1,500	6	Minivan	yes	$0	0	No	0	NA	Highly Urban/ Urban
8351	0	0.00000	0	41	0	13	$104,001	No	$0	z_No	M	Masters	Manager	9	Commercial	$11,900	4	Pickup	yes	$0	0	No	2	14	Highly Urban/ Urban
8353	0	0.00000	0	52	0	11	$66,139	No	$198,065	z_No	M	PhD	Doctor	11	Private	$10,600	4	Pickup	no	$0	0	No	0	14	Highly Urban/ Urban
8354	1	30.27728	0	38	0	8	$62,177	No	$178,852	Yes	M	z_High School	z_Blue Collar	34	Commercial	$7,300	4	Pickup	no	$4,717	3	No	0	8	Highly Urban/ Urban
8355	0	0.00000	0	51	0	11	$69,554	No	$239,699	Yes	M	Bachelors	z_Blue Collar	50	Commercial	$6,600	1	Pickup	yes	$0	0	No	2	10	z_Highly Rural/ Rural
8356	0	0.00000	0	43	1	8	$45,304	No	$138,325	Yes	M	z_High School	z_Blue Collar	58	Commercial	$14,190	1	Minivan	yes	$0	0	No	3	1	Highly Urban/ Urban
8357	0	0.00000	0	45	0	12	$87,334	No	$208,665	Yes	M	Bachelors	Manager	18	Private	$14,730	11	Minivan	yes	$0	0	No	2	7	Highly Urban/ Urban
8361	0	0.00000	0	52	0	NA	$40,601	No	$221,230	Yes	z_F	Masters	Lawyer	28	Private	$11,350	1	z_SUV	no	$0	0	No	0	12	Highly Urban/ Urban
8362	1	6049.00000	0	24	0	9	$21,455	No	$0	z_No	M	Bachelors	Professional	8	Private	$6,050	18	Pickup	yes	$2,661	3	No	6	5	Highly Urban/ Urban
8363	1	4591.00000	2	40	2	13		No	$159,200	Yes	M	z_High School	z_Blue Collar	66	Commercial	$15,930	3	Minivan	yes	$2,718	2	No	0	1	Highly Urban/ Urban
8364	1	2200.00000	0	55	0	11	$39,975	No	$190,228	Yes	z_F	<High School	Clerical	57	Private	$11,860	6	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
8367	1	8139.00000	0	25	4	0	$0	No	$0	Yes	z_F	<High School	Student	52	Private	$17,650	11	Sports Car	no	$0	0	No	3	1	Highly Urban/ Urban
8368	1	1467.00000	0	63	0	15	$42,209	No	$0	z_No	M	z_High School	z_Blue Collar	22	Commercial	$16,850	1	Minivan	no	$7,199	3	No	1	9	Highly Urban/ Urban
8370	0	0.00000	0	37	0	13	$56,637	No	$177,360	Yes	M	Bachelors	Manager	34	Private	$10,860	17	Pickup	yes	$0	0	No	0	10	Highly Urban/ Urban
8371	1	6499.00000	0	49	0	12	$50,295	No	$234,324	z_No	M	Bachelors	z_Blue Collar	38	Commercial	$10,390	13	Pickup	yes	$2,319	2	No	1	13	Highly Urban/ Urban
8372	0	0.00000	0	29	0	3	$26,911	No	$0	z_No	z_F	z_High School	Home Maker	34	Private	$18,970	6	Pickup	no	$1,258	1	No	5	NA	Highly Urban/ Urban
8374	0	0.00000	0	56	0	4	$95,560	No	$306,725	Yes	M	z_High School	Professional	80	Private	$5,450	10	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
8375	0	0.00000	0	49	0	NA	$115,666	No	$0	z_No	z_F	Masters	Manager	17	Private	$14,590	10	Minivan	no	$0	0	No	1	12	Highly Urban/ Urban
8376	0	0.00000	0	33	0	5	$12,067	No		Yes	z_F	<High School	Clerical	19	Private	$3,170	4	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
8377	0	0.00000	0	54	0	0	$0	No	$0	z_No	z_F	z_High School	Home Maker	47	Private	$14,530	1	Sports Car	no	$0	0	No	4	1	z_Highly Rural/ Rural
8379	0	0.00000	1	44	2	11	$126,023	Yes	$322,205	z_No	z_F	Masters	Manager	17	Private	$5,900	1	z_SUV	no	$2,863	2	No	0	13	Highly Urban/ Urban
8380	0	0.00000	0	30	3	13	$10,355	No	$0	Yes	M	z_High School	Student	23	Commercial	$19,080	6	Van	no	$4,260	1	No	3	NA	Highly Urban/ Urban
8381	0	0.00000	0	53	0	5	$183,296	No	$0	z_No	M	PhD	Manager	10	Private	$34,030	6	Minivan	no	$0	0	No	0	NA	Highly Urban/ Urban
8382	0	0.00000	1	39	3	5	$26,440	Yes	$0	z_No	z_F	Bachelors	Clerical	67	Private	$9,640	6	z_SUV	no	$2,068	2	No	0	NA	z_Highly Rural/ Rural
8383	1	8220.27012	0	36	2	12	$53,169	Yes	$0	z_No	z_F	<High School	Clerical	44	Private	$9,610	6	z_SUV	no	$3,698	2	No	5	1	z_Highly Rural/ Rural
8384	0	0.00000	0	29	0	8	$38,494	No	$0	z_No	M	Bachelors	Professional	59	Commercial	$29,190	10	Panel Truck	yes	$0	0	No	0	8	z_Highly Rural/ Rural
8385	1	2528.00000	0	32	1	10	$6,930	No	$0	Yes	M	z_High School	Student	42	Commercial	$23,660	4	Panel Truck	yes	$4,415	1	No	1	8	Highly Urban/ Urban
8386	0	0.00000	0	51	0	12	$40,038	No	$184,071	Yes	M	z_High School	z_Blue Collar	45	Commercial	$28,460	1	Panel Truck	yes	$0	0	No	1	1	Highly Urban/ Urban
8387	0	0.00000	0	49	0	10	$73,241	No	$0	z_No	M	Masters		36	Commercial	$6,400	4	Pickup	yes	$5,198	3	No	1	15	Highly Urban/ Urban
8388	0	0.00000	0	48	2	11	$138,905	No	$387,272	Yes	M	Masters		14	Commercial	$29,980	4	Panel Truck	yes	$0	0	No	0	13	Highly Urban/ Urban
8389	0	0.00000	0	56	0	10	$29,783	No	$146,121	Yes	z_F	Bachelors	Clerical	30	Private	$17,990	1	Minivan	no	$9,058	1	No	2	2	Highly Urban/ Urban
8390	1	1483.00000	0	37	0	10	$86,754	No	$0	z_No	z_F	PhD	Lawyer	21	Private	$13,880	1	Sports Car	no	$31,966	3	Yes	2	13	Highly Urban/ Urban
8391	1	686.00000	1	37	1	14	$66,175	Yes	$214,792	z_No	z_F	<High School	z_Blue Collar	51	Private	$13,240	15	z_SUV	no	$0	0	No	4	1	Highly Urban/ Urban
8393	0	0.00000	0	56	0	14	$80,719	No	$262,361	Yes	z_F	Bachelors	Manager	50	Private	$13,730	6	Sports Car	no	$9,598	4	Yes	3	13	Highly Urban/ Urban
8394	0	0.00000	0	73	0	15	$1,773	No	$0	z_No	z_F	Bachelors	Student	46	Private	$8,980	7	Sports Car	no	$0	0	No	1	14	Highly Urban/ Urban
8395	1	5429.00000	0	48	0	11	$11,515	No	$0	Yes	M	z_High School	Student	20	Private	$10,230	4	Minivan	no	$0	0	No	2	1	Highly Urban/ Urban
8396	0	0.00000	0	48	0	9	$12,169	No	$0	Yes	z_F	z_High School	Student	69	Private	$7,520	1	Sports Car	no	$0	0	No	1	8	z_Highly Rural/ Rural
8398	0	0.00000	0	33	4	14	$86,451	No	$261,276	Yes	M	Bachelors	z_Blue Collar	40	Private	$13,450	11	Minivan	no	$0	0	No	0	9	Highly Urban/ Urban
8401	0	0.00000	0	55	0	0	$0	No	$105,646	z_No	z_F	z_High School	Home Maker	31	Private	$1,500	1	z_SUV	no	$7,447	3	No	5	NA	Highly Urban/ Urban
8402	0	0.00000	0	54	0	11	$95,024	No	$290,418	z_No	z_F	Bachelors	Professional	53	Private	$22,930	3	z_SUV	no	$20,351	2	No	6	12	Highly Urban/ Urban
8403	0	0.00000	0	25	3	13	$55,422	No	$138,922	Yes	z_F	Bachelors	Professional	61	Private	$9,540	1	z_SUV	no	$6,798	1	No	0	1	Highly Urban/ Urban
8404	0	0.00000	0	42	1	15	$21,863	No	$131,324	Yes	M	z_High School	Clerical	30	Private	$7,890	10	Pickup	yes	$0	0	Yes	0	1	Highly Urban/ Urban
8407	0	0.00000	0	35	3	0		Yes	$0	z_No	M	<High School	Student	15	Private	$6,050	10	Pickup	yes	$0	0	No	0	NA	Highly Urban/ Urban
8408	0	0.00000	0	46	0	3		No	$0	Yes	M	<High School	Student	44	Private	$7,330	1	Pickup	yes	$0	0	No	2	4	z_Highly Rural/ Rural
8409	1	2927.17268	0	55	0	2	$38,371	No		Yes	z_F	z_High School	z_Blue Collar	44	Commercial	$12,820	1	z_SUV	no	$0	0	No	6	9	Highly Urban/ Urban
8411	0	0.00000	0	43	0	12	$46,793	No	$184,381	Yes	M	z_High School	z_Blue Collar	34	Commercial	$10,340	4	Pickup	yes	$3,819	2	No	0	1	Highly Urban/ Urban
8412	0	0.00000	0	48	0	0	$0	No	$79,976	z_No	M	Bachelors	Student	44	Commercial	$7,220	6	Pickup	yes	$0	0	No	0	7	z_Highly Rural/ Rural
8415	0	0.00000	0	56	3	15	$92,145	No		Yes	z_F	z_High School	Manager	7	Private	$11,650	1	Pickup	yes	$7,905	1	No	4	8	Highly Urban/ Urban
8417	0	0.00000	0	48	0	7	$24,212	No	$182,544	Yes	M	z_High School	Clerical	38	Private	$19,520	13	Van	yes	$0	0	No	3	8	Highly Urban/ Urban
8418	0	0.00000	0	56	0	13	$66,579	No	$173,701	Yes	M	Masters	Manager	29	Private	$12,820	4	Minivan	no	$0	0	No	0	NA	Highly Urban/ Urban
8419	0	0.00000	0	42	2	14	$23,853	Yes	$120,985	z_No	M	<High School	z_Blue Collar	46	Private	$15,850	1	Minivan	yes	$0	0	No	0	NA	Highly Urban/ Urban
8420	0	0.00000	0	40	0	7	$14,848	No	$90,755	Yes	z_F	<High School	Clerical	26	Private	$12,060	1	z_SUV	no	$0	0	No	0	4	z_Highly Rural/ Rural
8421	1	4592.00000	0	41	0	12	$14,129	No		Yes	M	<High School	Clerical	54	Private	$15,210	13	Minivan	yes	$34,575	2	Yes	7	6	Highly Urban/ Urban
8422	1	38223.48385	1	56	1	15	$88,858	No	$249,331	Yes	z_F	PhD	Lawyer	20	Private	$5,670	4	z_SUV	no	$4,906	2	No	2	19	Highly Urban/ Urban
8423	0	0.00000	0	40	1	12	$77,388	No	$260,895	Yes	z_F	Masters	Lawyer	17	Private	$9,240	6	z_SUV	no	$3,716	1	No	0	14	Highly Urban/ Urban
8424	1	3905.00000	0	43	0	10	$46,119	No	$0	z_No	M	z_High School	Professional	51	Commercial	$10,410	1	Pickup	yes	$10,930	3	No	0	NA	Highly Urban/ Urban
8425	0	0.00000	0	55	0	11	$241,408	No	$0	z_No	z_F	PhD	Doctor	41	Private	$41,230	7	Van	no	$0	0	No	0	17	Highly Urban/ Urban
8427	1	1541.00000	0	29	3	NA	$15,958	Yes	$111,962	z_No	M	<High School	Clerical	30	Private	$6,000	3	Pickup	yes	$0	0	No	4	1	Highly Urban/ Urban
8428	0	0.00000	0	47	0	9	$47,331	No	$0	z_No	M	Bachelors	Professional	37	Private	$10,930	9	Pickup	no	$33,948	2	Yes	1	13	Highly Urban/ Urban
8429	0	0.00000	0	49	0	10	$29,998	No	$153,415	Yes	M	z_High School	Clerical	48	Private	$18,110	1	Van	yes	$0	0	No	1	12	Highly Urban/ Urban
8430	1	5296.00000	0	56	0	16	$38,338	No		Yes	M	<High School	z_Blue Collar	26	Private	$2,160	6	Minivan	no	$0	0	Yes	3	6	Highly Urban/ Urban
8431	1	1906.00000	0	38	0	12		No	$99,549	Yes	z_F	z_High School	Home Maker	12	Private	$5,720	4	Sports Car	no	$15,635	2	Yes	0	6	Highly Urban/ Urban
8432	0	0.00000	0	49	0	12	$106,541	No	$291,795	z_No	z_F	Bachelors	z_Blue Collar	26	Commercial	$6,400	6	z_SUV	no	$5,758	2	No	4	12	Highly Urban/ Urban
8433	0	0.00000	0	30	0	11	$175,172	No	$403,714	z_No	z_F	Bachelors	Professional	38	Private	$29,470	1	Pickup	no	$4,683	2	No	0	1	Highly Urban/ Urban
8435	0	0.00000	1	43	2	15	$89,534	No	$243,221	Yes	z_F	Masters	Manager	43	Private	$28,890	10	Minivan	no	$0	0	No	0	13	Highly Urban/ Urban
8436	1	3498.00000	3	39	3	13	$110,251	No	$349,101	Yes	M	Bachelors	z_Blue Collar	36	Commercial	$38,900	1	Panel Truck	yes	$21,033	2	Yes	3	1	Highly Urban/ Urban
8437	0	0.00000	0	44	0	11	$50,747	No	$184,074	z_No	M	Masters	Professional	28	Commercial	$24,210	7	Panel Truck	yes	$41,477	2	No	3	16	Highly Urban/ Urban
8438	1	5358.00000	0	50	1	15	$39,861	No	$216,739	Yes	z_F	Bachelors	Clerical	22	Private	$10,490	6	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
8441	1	15731.30048	0	51	0	11		No	$210,209	z_No	M	z_High School	z_Blue Collar	31	Commercial	$10,670	1	Pickup	yes	$0	0	No	0	10	Highly Urban/ Urban
8442	0	0.00000	0	51	0	11	$172,877	No	$0	z_No	z_F	Masters	Manager	5	Commercial	$28,650	4	Pickup	no	$4,631	2	No	0	NA	Highly Urban/ Urban
8443	0	0.00000	0	52	0	12	$99,034	No	$0	z_No	z_F	Masters	Manager	23	Private	$26,660	19	Minivan	no	$0	0	No	0	12	Highly Urban/ Urban
8444	1	3351.00000	0	33	0	7	$66,604	No	$0	z_No	z_F	Masters	Lawyer	29	Private	$11,460	1	z_SUV	no	$1,552	2	No	3	10	Highly Urban/ Urban
8445	0	0.00000	0	37	0	8	$85,208	No	$0	z_No	z_F	Bachelors	Professional	26	Private	$13,410	6	Sports Car	no	$0	0	No	0	14	Highly Urban/ Urban
8446	0	0.00000	0	48	0	13	$59,232	No	$0	z_No	z_F	Bachelors	Manager	31	Private	$7,710	1	Sports Car	no	$0	0	No	4	8	Highly Urban/ Urban
8447	1	5354.00000	0	27	2	11	$64,412	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	29	Commercial	$4,200	6	Sports Car	no	$10,679	2	No	6	6	Highly Urban/ Urban
8448	0	0.00000	0	48	0	8	$28,012	No	$117,343	Yes	z_F	z_High School	Clerical	38	Private	$26,370	4	Pickup	no	$0	0	Yes	0	7	Highly Urban/ Urban
8449	1	3336.00000	0	34	2	10	$19,742	No	$0	Yes	z_F	z_High School	Student	13	Commercial	$5,200	4	z_SUV	no	$44,231	2	Yes	2	8	Highly Urban/ Urban
8450	0	0.00000	1	39	2	5	$77,044	No	$255,062	Yes	z_F	<High School	z_Blue Collar	34	Private	$13,100	1	z_SUV	no	$7,120	2	No	6	1	Highly Urban/ Urban
8451	1	5179.00000	0	37	0	12	$62,010	No	$0	z_No	M	Bachelors	Professional	33	Commercial	$7,700	1	Pickup	yes	$0	0	No	2	10	Highly Urban/ Urban
8452	1	2985.00000	0	52	0	15	$99,963	No	$291,133	Yes	z_F	z_High School	Clerical	33	Commercial	$29,850	7	Pickup	no	$6,600	3	No	3	1	Highly Urban/ Urban
8453	0	0.00000	0	57	0	NA	$33,707	No	$0	z_No	z_F	<High School	z_Blue Collar	40	Private	$7,200	10	z_SUV	no	$0	0	No	1	1	z_Highly Rural/ Rural
8454	0	0.00000	0	30	2	9	$18,447	No	$104,225	Yes	z_F	<High School	Clerical	45	Private	$3,340	13	Sports Car	no	$0	0	No	2	5	Highly Urban/ Urban
8455	1	18139.39344	0	48	0	11	$65,240	No	$189,120	z_No	z_F	z_High School	z_Blue Collar	5	Commercial	$12,040	7	Sports Car	no	$5,396	1	No	3	1	Highly Urban/ Urban
8456	0	0.00000	0	47	0	11	$90,305	No	$277,466	Yes	M	Bachelors	Professional	49	Private	$15,470	6	Minivan	no	$12,111	3	No	3	14	Highly Urban/ Urban
8457	0	0.00000	0	49	0	11		No	$149,759	Yes	M	z_High School	Clerical	8	Private	$8,730	1	Minivan	yes	$0	0	No	0	9	Highly Urban/ Urban
8458	0	0.00000	0	51	0	12	$55,657	No	$204,828	Yes	z_F	Bachelors	Clerical	41	Private	$20,030	9	z_SUV	no	$21,745	1	Yes	4	8	z_Highly Rural/ Rural
8459	0	0.00000	0	46	0	6	$83,277	No	$0	z_No	z_F	Bachelors	Home Maker	5	Private	$23,090	4	Minivan	no	$0	0	No	1	4	Highly Urban/ Urban
8460	1	4284.00000	0	55	0	16	$174,355	No	$457,551	Yes	M	Masters		38	Commercial	$16,230	1	Van	yes	$0	0	Yes	0	1	Highly Urban/ Urban
8461	1	4066.00000	0	31	0	7	$6,249	No	$0	z_No	M	z_High School	Student	9	Commercial	$10,110	1	Pickup	yes	$2,511	2	No	2	1	Highly Urban/ Urban
8462	0	0.00000	0	62	0	7	$71,961	No	$0	z_No	M	Masters	Lawyer	43	Private	$19,520	8	z_SUV	no	$1,293	2	No	6	16	Highly Urban/ Urban
8463	0	0.00000	0	23	1	9		Yes	$56,000	z_No	M	<High School	Student	21	Private	$3,870	1	Minivan	yes	$9,822	2	No	1	8	Highly Urban/ Urban
8464	0	0.00000	0	47	0	NA	$17,097	No	$116,001	Yes	M	<High School	z_Blue Collar	56	Private	$12,520	6	Minivan	no	$0	0	No	0	7	Highly Urban/ Urban
8465	0	0.00000	0	45	0	10	$117,309	No	$0	z_No	M	Masters	Lawyer	25	Private	$17,730	4	Van	yes	$12,118	1	No	4	24	Highly Urban/ Urban
8466	0	0.00000	0	36	2	13	$16,212	No	$143,697	Yes	z_F	<High School	Clerical	29	Private	$5,100	3	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
8467	0	0.00000	0	46	0	9	$99,087	No	$298,048	z_No	z_F	Bachelors	Professional	28	Private	$6,100	10	Sports Car	no	$0	0	No	2	8	z_Highly Rural/ Rural
8468	0	0.00000	0	36	0	8	$32,905	No		z_No	M	z_High School	z_Blue Collar	30	Commercial	$5,100	4	Pickup	yes	$6,014	2	No	4	8	z_Highly Rural/ Rural
8469	0	0.00000	1	45	3	NA	$78,061	Yes	$0	z_No	z_F	Bachelors	Professional	43	Private	$13,810	1	Sports Car	no	$7,810	1	No	6	14	z_Highly Rural/ Rural
8470	1	29227.38692	0	40	2	NA	$72,640	Yes	$0	z_No	z_F	Masters	Lawyer	17	Private	$14,330	1	z_SUV	no	$0	0	No	0	14	Highly Urban/ Urban
8471	1	15720.56990	1	40	3	NA	$137,394	Yes	$0	z_No	z_F	Masters	Lawyer	6	Private	$21,690	6	Minivan	no	$30,553	3	No	1	18	Highly Urban/ Urban
8472	0	0.00000	0	60	0	8	$50,279	No	$253,143	Yes	z_F	Bachelors	Manager	5	Private	$12,530	4	Minivan	no	$7,566	1	No	6	12	Highly Urban/ Urban
8473	0	0.00000	0	28	2	11	$4,087	Yes	$0	z_No	z_F	<High School	Student	26	Private	$6,350	9	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
8474	0	0.00000	0	47	0	12	$64,545	No	$247,072	z_No	M	Bachelors	Clerical	31	Commercial	$22,620	6	Panel Truck	yes	$0	0	No	2	14	z_Highly Rural/ Rural
8476	0	0.00000	0	33	2	12	$70,408	No	$190,139	Yes	z_F	Bachelors	z_Blue Collar	31	Commercial	$11,840	4	Sports Car	no	$0	0	No	1	9	Highly Urban/ Urban
8477	0	0.00000	0	47	0	4	$12,765	No	$0	z_No	z_F	<High School	Student	71	Private	$11,820	1	Sports Car	no	$4,960	2	No	2	7	z_Highly Rural/ Rural
8478	1	2611.00000	2	36	3	8	$34,503	No	$189,551	Yes	M	z_High School	z_Blue Collar	16	Commercial	$23,790	11	Minivan	yes	$39,271	2	Yes	0	1	Highly Urban/ Urban
8479	0	0.00000	0	59	2	15	$61,833	No	$220,235	Yes	z_F	Masters	Lawyer	46	Private	$13,580	1	z_SUV	no	$31,858	3	Yes	0	17	Highly Urban/ Urban
8481	0	0.00000	0	38	0	10	$50,688	No	$238,411	Yes	z_F	<High School	z_Blue Collar	33	Private	$9,590	7	z_SUV	no	$9,157	3	No	3	3	Highly Urban/ Urban
8482	0	0.00000	0	56	0	12	$48,414	No	$0	z_No	M	Bachelors	Manager	44	Private	$18,120	10	Minivan	yes	$9,932	2	No	0	13	Highly Urban/ Urban
8483	0	0.00000	0	43	0	9	$122,306	No	$0	z_No	M	Masters	Manager	16	Private	$5,800	1	Pickup	no	$0	0	No	1	16	Highly Urban/ Urban
8484	0	0.00000	0	43	0	11	$11,500	No	$0	Yes	M	z_High School	Student	30	Commercial	$13,640	11	Minivan	yes	$0	0	No	0	11	z_Highly Rural/ Rural
8485	0	0.00000	0	46	0	13	$66,067	No	$194,092	Yes	z_F	Bachelors	Professional	35	Private	$9,660	1	Minivan	no	$53,568	2	No	0	10	Highly Urban/ Urban
8486	0	0.00000	0	36	0	10	$149,140	No	$399,270	z_No	M	Masters		43	Commercial	$34,700	7	Panel Truck	no	$27,207	2	No	3	13	Highly Urban/ Urban
8487	0	0.00000	0	53	0	14	$123,265	No	$345,259	Yes	M	Masters	Lawyer	5	Private	$15,910	1	Minivan	yes	$0	0	No	0	19	Highly Urban/ Urban
8488	0	0.00000	0	30	3	18	$22,780	No	$116,924	Yes	z_F	z_High School	Clerical	8	Private	$9,930	16	Minivan	no	$1,641	1	No	5	8	Highly Urban/ Urban
8489	0	0.00000	0	30	3	14	$34,392	No	$133,262	Yes	M	<High School	Clerical	11	Commercial	$8,720	9	Pickup	no	$0	0	No	0	NA	z_Highly Rural/ Rural
8490	1	2277.00000	0	42	0	8	$24,076	No	$0	z_No	M	<High School	Clerical	43	Private	$8,110	1	Pickup	yes	$32,580	2	Yes	5	6	Highly Urban/ Urban
8491	0	0.00000	0	51	0	11	$109,179	No	$322,080	z_No	M	Masters	Lawyer	23	Private	$17,520	4	Van	no	$1,173	1	No	5	17	Highly Urban/ Urban
8492	0	0.00000	0	40	0	11	$60,157	No	$216,690	z_No	M	z_High School	Manager	28	Private	$15,600	1	Minivan	yes	$47,231	3	Yes	1	6	Highly Urban/ Urban
8493	0	0.00000	0	35	0	8	$30,782	No	$0	z_No	M	z_High School	Professional	40	Private	$8,840	4	Pickup	yes	$0	0	Yes	0	12	Highly Urban/ Urban
8494	1	2380.00000	0	47	0	0	$0	No	$0	Yes	M	Bachelors	Student	30	Commercial	$6,200	1	Pickup	no	$0	0	No	2	9	Highly Urban/ Urban
8495	0	0.00000	0	44	2	13	$72,811	No	$228,454	Yes	M	z_High School	z_Blue Collar	47	Commercial	$18,580	7	Van	no	$0	0	No	0	1	z_Highly Rural/ Rural
8496	0	0.00000	1	42	3	17	$55,805	No	$237,874	Yes	M	z_High School	z_Blue Collar	47	Commercial	$11,530	1	Pickup	no	$0	0	No	1	8	z_Highly Rural/ Rural
8498	0	0.00000	0	54	1	12	$10,838	Yes		z_No	z_F	Bachelors	Home Maker	37	Private	$22,280	1	Minivan	no	$8,238	2	No	0	8	z_Highly Rural/ Rural
8503	0	0.00000	0	49	0	11	$1,573	No	$120,732	Yes	M	<High School	Student	49	Commercial	$6,560	1	Pickup	no	$0	0	No	3	5	Highly Urban/ Urban
8504	1	3773.50157	2	39	2	12	$72,695	No		Yes	z_F	Masters	Manager	53	Private	$5,400	1	z_SUV	no	$5,346	2	No	2	20	Highly Urban/ Urban
8505	0	0.00000	0	50	0	0	$0	No	$0	z_No	z_F	PhD	Lawyer	48	Private	$6,500	1	z_SUV	no	$0	0	No	0	17	z_Highly Rural/ Rural
8506	0	0.00000	0	49	0	8	$156,753	No		z_No	z_F	PhD	Manager	38	Private	$6,670	16	z_SUV	no	$26,178	2	Yes	1	14	Highly Urban/ Urban
8507	0	0.00000	0	48	0	10	$70,210	No	$250,072	Yes	M	z_High School	Manager	38	Commercial	$11,450	6	Pickup	no	$0	0	No	0	8	Highly Urban/ Urban
8508	0	0.00000	0	55	0	14	$98,789	No	$269,098	Yes	z_F	PhD		5	Private	$11,430	4	Sports Car	no	$8,592	2	No	4	10	Highly Urban/ Urban
8509	0	0.00000	0	47	0	8	$185,671	No	$0	z_No	M	PhD	Manager	9	Commercial	$36,260	6	Panel Truck	yes	$9,196	4	No	2	13	Highly Urban/ Urban
8510	0	0.00000	0	48	0	16	$140,390	No	$0	z_No	M	Masters	Lawyer	18	Private	$32,140	1	Minivan	yes	$0	0	No	0	21	Highly Urban/ Urban
8511	0	0.00000	0	58	0	19	$42,485	No	$156,093	Yes	M	z_High School	z_Blue Collar	57	Commercial	$25,530	1	Panel Truck	yes	$0	0	No	0	1	z_Highly Rural/ Rural
8512	0	0.00000	0	57	0	4	$50,397	No	$0	z_No	M	PhD	Lawyer	29	Private	$12,950	4	Minivan	yes	$0	0	No	1	12	Highly Urban/ Urban
8513	0	0.00000	0	34	4	0	$0	No		Yes	z_F	<High School	Home Maker	38	Private	$22,090	19	Minivan	no	$0	0	No	0	6	z_Highly Rural/ Rural
8514	0	0.00000	0	58	0	13	$41,696	No	$206,805	Yes	M	z_High School	Professional	36	Private	$19,480	13	Minivan	yes	$0	0	No	2	1	Highly Urban/ Urban
8515	1	3280.00000	0	27	1	10	$44,208	Yes	$0	z_No	z_F	z_High School	Clerical	33	Private	$8,620	1	z_SUV	no	$3,700	2	No	5	9	Highly Urban/ Urban
8516	0	0.00000	3	39	3	11	$121,626	Yes	$306,169	z_No	z_F	Bachelors	Professional	20	Private	$17,560	6	z_SUV	no	$0	0	No	1	11	Highly Urban/ Urban
8517	0	0.00000	0	50	0	12	$7,971	No	$0	z_No	z_F	PhD	Home Maker	5	Private	$17,620	3	Minivan	no	$0	0	No	5	NA	z_Highly Rural/ Rural
8519	1	5273.00000	1	43	3	15	$39,564	No	$205,645	Yes	M	z_High School	z_Blue Collar	30	Commercial	$33,110	1	Panel Truck	yes	$610	4	No	0	4	Highly Urban/ Urban
8521	1	7893.16140	0	42	0	12	$44,614	No	$210,753	Yes	z_F	z_High School	Professional	64	Private	$11,780	1	z_SUV	no	$0	0	Yes	6	11	Highly Urban/ Urban
8522	0	0.00000	1	45	2	16	$40,390	No	$229,727	Yes	M	<High School	z_Blue Collar	39	Private	$7,970	6	Pickup	no	$10,037	3	Yes	5	6	Highly Urban/ Urban
8524	0	0.00000	0	54	0	NA	$50,457	No	$234,578	Yes	M	Bachelors	Manager	22	Commercial	$40,900	1	Panel Truck	yes	$7,103	2	No	5	11	Highly Urban/ Urban
8526	0	0.00000	0	43	0	8	$196,974	No	$486,776	Yes	M	PhD		30	Commercial	$28,610	13	Panel Truck	yes	$0	0	No	1	12	Highly Urban/ Urban
8527	1	3829.00000	0	39	0	11	$52,586	No	$260,933	z_No	M	<High School	z_Blue Collar	38	Private	$8,330	1	Pickup	yes	$0	0	No	0	7	Highly Urban/ Urban
8528	1	34639.84670	0	57	0	11	$113,403	No	$320,542	z_No	M	PhD	Manager	52	Commercial	$24,370	6	Panel Truck	no	$10,457	2	No	0	11	Highly Urban/ Urban
8529	1	1807.00000	0	29	1	12	$24,464	No	$123,024	Yes	M	z_High School	Clerical	17	Commercial	$6,850	7	Pickup	yes	$40,703	2	Yes	4	7	Highly Urban/ Urban
8530	0	0.00000	2	42	3	12	$62,386	No	$202,871	Yes	M	Bachelors	Professional	5	Commercial	$18,840	7	Van	no	$8,835	2	No	4	9	Highly Urban/ Urban
8531	0	0.00000	0	45	0	12	$139,239	No	$342,461	z_No	M	Masters	Lawyer	33	Private	$19,920	6	Van	no	$0	0	No	0	11	z_Highly Rural/ Rural
8533	0	0.00000	0	53	0	15	$75,184	No	$268,417	Yes	z_F	Bachelors	Manager	11	Commercial	$25,540	1	Pickup	no	$1,037	1	No	2	10	Highly Urban/ Urban
8534	1	8363.00000	0	48	0	11	$151,979	No	$395,160	z_No	z_F	PhD		25	Commercial	$38,290	3	Panel Truck	no	$14,968	1	Yes	1	18	Highly Urban/ Urban
8536	1	3033.00000	0	24	1	10	$55,492	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	16	Commercial	$22,330	1	Pickup	yes	$0	0	No	3	1	Highly Urban/ Urban
8537	1	8633.00000	1	63	1	2	$38,111	No	$152,804	Yes	z_F	Masters	Lawyer	28	Private	$15,700	13	z_SUV	no	$0	0	Yes	2	19	Highly Urban/ Urban
8538	0	0.00000	0	42	2	13	$63,030	No	$217,602	Yes	z_F	<High School	Clerical	78	Commercial	$38,870	1	Panel Truck	no	$0	0	No	0	7	z_Highly Rural/ Rural
8539	0	0.00000	0	41	0	0	$0	No	$68,224	z_No	z_F	<High School	Home Maker	44	Private	$1,500	6	Sports Car	no	$0	0	No	2	5	z_Highly Rural/ Rural
8540	1	9543.00000	0	55	0	12	$62,924	No	$237,604	z_No	M	Bachelors	Professional	39	Commercial	$9,310	1	Pickup	yes	$0	0	No	0	14	Highly Urban/ Urban
8541	0	0.00000	3	49	0	11	$105,646	No	$334,922	Yes	M	z_High School	Professional	41	Private	$6,000	4	Pickup	yes	$0	0	No	4	6	z_Highly Rural/ Rural
8542	0	0.00000	1	41	3	13	$79,190	No	$235,543	Yes	z_F	z_High School	Manager	30	Private	$13,520	1	Sports Car	no	$3,469	2	No	4	1	Highly Urban/ Urban
8544	0	0.00000	0	46	0	5	$95,640	No	$282,509	z_No	M	Bachelors	z_Blue Collar	5	Commercial	$24,860	6	Panel Truck	yes	$3,777	1	No	5	13	Highly Urban/ Urban
8545	0	0.00000	0	40	0	11	$214,804	No	$542,478	Yes	M	PhD		16	Commercial	$29,600	1	Panel Truck	yes	$0	0	No	0	5	Highly Urban/ Urban
8546	0	0.00000	0	37	0	11		No	$164,213	Yes	z_F	Masters	Lawyer	14	Private	$13,500	1	z_SUV	no	$0	0	No	2	13	Highly Urban/ Urban
8547	0	0.00000	0	40	0	12	$306,277	No	$0	z_No	z_F	PhD	Manager	21	Private	$19,520	4	Minivan	no	$0	0	Yes	2	19	Highly Urban/ Urban
8548	0	0.00000	0	39	0	9	$16,149	No	$0	z_No	z_F	z_High School	Clerical	44	Private	$7,010	1	Sports Car	no	$0	0	No	0	6	z_Highly Rural/ Rural
8549	1	1537.76698	0	53	0	13	$64,993	No	$241,636	Yes	M	<High School	Clerical	45	Private	$13,540	4	Minivan	no	$10,345	2	No	4	1	Highly Urban/ Urban
8550	0	0.00000	0	42	0	0	$0	No	$78,609	Yes	z_F	z_High School	Student	66	Private	$15,380	6	z_SUV	no	$0	0	No	0	NA	z_Highly Rural/ Rural
8551	0	0.00000	0	58	0	NA	$38,435	No	$156,981	Yes	z_F	z_High School	Clerical	17	Private	$7,960	4	z_SUV	no	$4,351	3	No	1	1	Highly Urban/ Urban
8552	0	0.00000	0	41	0	8	$36,807	No	$0	z_No	M	<High School	z_Blue Collar	27	Commercial	$9,280	6	Pickup	no	$0	0	Yes	0	1	z_Highly Rural/ Rural
8553	1	3518.00000	0	30	1	8	$13,186	Yes	$0	z_No	z_F	z_High School	Home Maker	40	Private	$5,820	7	z_SUV	no	$0	0	Yes	2	8	Highly Urban/ Urban
8555	0	0.00000	0	37	0	12	$117,782	No	$323,295	Yes	M	Masters	Professional	21	Private	$19,440	1	Minivan	yes	$0	0	No	0	16	Highly Urban/ Urban
8556	0	0.00000	0	43	0	11	$142,297	No	$0	z_No	z_F	PhD		6	Commercial	$36,460	1	Pickup	no	$4,289	2	No	0	NA	Highly Urban/ Urban
8557	0	0.00000	0	30	2	13	$103,881	No	$287,047	Yes	M	Bachelors	z_Blue Collar	33	Commercial	$14,890	1	Minivan	no	$0	0	No	1	9	z_Highly Rural/ Rural
8558	0	0.00000	0	47	0	11	$33,046	No	$216,287	Yes	M	<High School	z_Blue Collar	51	Private	$15,940	10	Minivan	yes	$22,195	1	Yes	4	1	Highly Urban/ Urban
8559	1	5153.00000	0	44	3	16	$48,525	No	$188,588	Yes	z_F	<High School	z_Blue Collar	42	Private	$10,750	1	z_SUV	no	$6,733	1	No	4	8	Highly Urban/ Urban
8562	0	0.00000	0	52	0	13	$32,967	No	$0	z_No	M	Masters	Lawyer	20	Private	$6,700	4	Pickup	yes	$4,663	2	No	1	14	Highly Urban/ Urban
8564	1	3177.00000	0	48	0	8		No	$0	z_No	z_F	Bachelors	Home Maker	25	Private	$17,220	1	z_SUV	no	$5,765	2	No	0	12	Highly Urban/ Urban
8565	0	0.00000	0	58	0	9	$53,526	No	$196,828	Yes	z_F	z_High School	z_Blue Collar	30	Commercial	$13,040	1	z_SUV	no	$19,582	1	No	4	5	z_Highly Rural/ Rural
8567	0	0.00000	0	36	2	13	$77,925	No	$241,182	Yes	z_F	PhD	Manager	44	Private	$19,790	6	Minivan	no	$0	0	No	0	18	Highly Urban/ Urban
8568	0	0.00000	0	46	0	13	$59,244	No	$174,518	z_No	M	z_High School	z_Blue Collar	35	Commercial	$12,020	1	Pickup	yes	$42,789	2	No	2	6	Highly Urban/ Urban
8569	0	0.00000	1	42	1	9	$34,560	No	$119,626	Yes	M	<High School	Clerical	36	Commercial	$10,830	1	Pickup	yes	$0	0	No	0	7	Highly Urban/ Urban
8571	0	0.00000	0	39	1	NA	$47,424	Yes	$0	z_No	M	<High School	Clerical	37	Commercial	$24,120	1	Panel Truck	yes	$8,436	1	No	6	5	z_Highly Rural/ Rural
8573	0	0.00000	0	52	0	13	$30,149	No		Yes	M	z_High School	z_Blue Collar	25	Commercial	$9,710	7	Minivan	no	$6,359	2	No	8	1	Highly Urban/ Urban
8574	0	0.00000	1	43	2	15	$48,999	No	$223,626	Yes	z_F	Bachelors	Professional	32	Private	$11,510	10	z_SUV	no	$0	0	No	0	NA	Highly Urban/ Urban
8575	0	0.00000	0	49	0	11	$62,580	No	$231,574	Yes	z_F	z_High School	z_Blue Collar	16	Commercial	$12,660	6	Minivan	no	$0	0	No	0	5	z_Highly Rural/ Rural
8576	0	0.00000	0	34	4	16	$49,923	No	$152,311	Yes	M	<High School	Clerical	5	Commercial	$34,700	11	Panel Truck	yes	$0	0	No	0	6	z_Highly Rural/ Rural
8577	0	0.00000	0	53	0	14	$70,371	No	$247,936	Yes	z_F	Bachelors	Professional	17	Private	$14,690	13	z_SUV	no	$0	0	Yes	0	14	Highly Urban/ Urban
8578	1	4934.00000	0	25	1	10	$35,714	Yes	$0	z_No	M	<High School	Clerical	28	Private	$18,850	7	Van	no	$0	0	No	1	1	Highly Urban/ Urban
8579	0	0.00000	0	44	1	13	$99,555	No	$290,524	Yes	z_F	Bachelors	z_Blue Collar	31	Private	$26,420	3	Sports Car	no	$0	0	Yes	0	5	Highly Urban/ Urban
8580	0	0.00000	0	38	1	NA	$35,183	Yes	$0	z_No	z_F	z_High School	Clerical	21	Private	$16,370	10	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
8581	1	4102.00000	3	38	3	17	$3,151	No	$107,534	Yes	M	z_High School	Student	39	Commercial	$5,620	1	Pickup	no	$0	0	Yes	0	1	Highly Urban/ Urban
8584	0	0.00000	0	42	0	10	$45,375	No	$0	z_No	z_F	z_High School	z_Blue Collar	36	Commercial	$24,500	1	z_SUV	no	$0	0	No	0	10	z_Highly Rural/ Rural
8585	0	0.00000	0	34	0	10	$8,903	No	$0	z_No	z_F	z_High School	Student	28	Private	$20,070	3	Van	no	$0	0	No	0	8	Highly Urban/ Urban
8586	1	15871.25278	0	38	3	14	$40,542	Yes	$0	z_No	z_F	z_High School	Clerical	26	Private	$6,210	4	Sports Car	no	$24,066	1	Yes	0	8	Highly Urban/ Urban
8588	0	0.00000	0	33	2	NA	$60,049	No	$196,524	Yes	z_F	Bachelors	Professional	5	Private	$25,300	8	z_SUV	no	$1,552	1	No	7	7	Highly Urban/ Urban
8589	0	0.00000	0	56	0	11	$70,341	No	$248,361	Yes	M	PhD		26	Commercial	$34,170	10	Panel Truck	yes	$0	0	No	0	15	Highly Urban/ Urban
8590	0	0.00000	0	49	0	12	$44,767	No	$0	z_No	z_F	z_High School	Manager	5	Private	$10,880	4	z_SUV	no	$0	0	Yes	0	10	Highly Urban/ Urban
8591	0	0.00000	0	34	4	16	$37,543	No	$180,907	Yes	z_F	z_High School	Clerical	35	Private	$19,020	13	z_SUV	no	$0	0	Yes	0	7	Highly Urban/ Urban
8594	0	0.00000	0	46	0	14		No	$84,030	Yes	z_F	<High School	Student	15	Private	$2,040	1	z_SUV	no	$0	0	No	3	8	z_Highly Rural/ Rural
8595	0	0.00000	0	32	4	12	$17,453	No	$143,763	Yes	M	<High School	Clerical	34	Private	$13,250	1	Minivan	yes	$35,363	1	Yes	0	1	Highly Urban/ Urban
8596	0	0.00000	0	45	0	10	$22,335	No	$0	z_No	M	<High School	Clerical	30	Commercial	$12,100	6	Pickup	yes	$9,030	1	No	5	5	Highly Urban/ Urban
8597	0	0.00000	0	45	0	13	$37,405	No	$173,601	Yes	M	<High School	z_Blue Collar	23	Commercial	$19,260	1	Van	no	$4,578	1	No	7	5	Highly Urban/ Urban
8598	0	0.00000	0	41	3	13	$16,680	Yes	$0	z_No	z_F	<High School	Student	7	Private	$7,270	1	z_SUV	no	$0	0	No	0	6	Highly Urban/ Urban
8599	0	0.00000	0	56	0	13	$30,010	No	$155,394	Yes	M	z_High School	Professional	56	Private	$14,430	7	Minivan	no	$8,586	1	No	4	6	Highly Urban/ Urban
8600	1	4306.00000	0	49	0	0	$0	No		z_No	z_F	Bachelors	Home Maker	28	Private	$28,620	1	Minivan	no	$0	0	No	1	12	Highly Urban/ Urban
8601	0	0.00000	0	40	0	9	$27,071	No	$202,824	z_No	z_F	<High School	z_Blue Collar	11	Private	$8,210	7	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
8602	1	3974.00000	0	43	0	15		No	$229,294	Yes	z_F	z_High School	z_Blue Collar	18	Commercial	$14,770	1	z_SUV	no	$7,456	2	No	4	1	Highly Urban/ Urban
8603	1	5161.00000	0	54	0	10	$41,345	No	$140,075	Yes	M	z_High School	z_Blue Collar	35	Commercial	$15,870	1	Minivan	no	$8,877	1	No	6	1	Highly Urban/ Urban
8604	0	0.00000	0	47	0	12	$76,663	No	$286,924	Yes	M	Bachelors	Professional	52	Commercial	$26,410	13	Panel Truck	no	$0	0	Yes	0	13	Highly Urban/ Urban
8605	0	0.00000	0	34	1	11	$408	Yes	$0	z_No	M	z_High School	Student	9	Commercial	$4,940	6	Pickup	no	$0	0	No	0	8	Highly Urban/ Urban
8606	0	0.00000	0	41	0	8	$104,436	No	$304,883	Yes	z_F	Bachelors	Manager	5	Private	$16,040	3	z_SUV	no	$0	0	Yes	1	9	Highly Urban/ Urban
8608	0	0.00000	0	56	0	13	$111,702	No		z_No	z_F	PhD	Manager	18	Private	$13,600	4	z_SUV	no	$0	0	Yes	0	17	Highly Urban/ Urban
8611	0	0.00000	0	41	2	15	$92,259	No	$252,944	Yes	M	Masters	Lawyer	16	Private	$17,050	1	Van	yes	$0	0	No	4	14	Highly Urban/ Urban
8612	0	0.00000	0	30	4	13	$2,519	No	$0	Yes	M	z_High School	Student	52	Commercial	$30,810	6	Panel Truck	yes	$2,630	2	No	2	9	Highly Urban/ Urban
8613	0	0.00000	0	44	0	14	$88,371	No	$0	z_No	M	z_High School	Professional	11	Private	$16,550	1	Van	yes	$3,584	2	No	4	13	Highly Urban/ Urban
8615	1	3374.00000	0	48	0	11	$34,449	No	$164,590	Yes	M	<High School	z_Blue Collar	47	Private	$1,500	1	Minivan	yes	$0	0	No	3	1	Highly Urban/ Urban
8617	0	0.00000	0	46	0	NA	$82,037	No	$263,995	z_No	z_F	Masters	Lawyer	57	Private	$12,010	6	z_SUV	no	$0	0	No	0	17	Highly Urban/ Urban
8618	0	0.00000	0	42	0	12	$80,623	No	$0	z_No	M	PhD	Doctor	72	Private	$13,760	6	Minivan	no	$2,209	3	No	0	16	Highly Urban/ Urban
8619	1	3404.00000	0	36	0	10	$22,362	No	$126,267	z_No	z_F	z_High School	Clerical	34	Private	$9,200	1	z_SUV	no	$4,633	1	No	5	1	Highly Urban/ Urban
8620	0	0.00000	0	50	0	4	$111,354	No	$306,463	Yes	M	Masters	Professional	40	Commercial	$24,550	1	Panel Truck	no	$15,917	2	Yes	2	20	Highly Urban/ Urban
8621	0	0.00000	0	45	0	NA	$0	No	$106,180	Yes	z_F	z_High School	Home Maker	31	Private	$6,000	9	Sports Car	no	$0	0	No	3	7	Highly Urban/ Urban
8625	0	0.00000	0	34	3	11	$2,785	No	$0	Yes	z_F	z_High School	Student	24	Commercial	$1,780	1	Sports Car	no	$2,989	3	No	7	3	Highly Urban/ Urban
8626	0	0.00000	0	57	0	14	$27,145	No	$162,136	Yes	z_F	z_High School	Clerical	29	Private	$7,200	10	z_SUV	no	$0	0	Yes	0	5	Highly Urban/ Urban
8627	1	4824.00000	0	51	0	9	$44,977	No		Yes	M	z_High School	z_Blue Collar	41	Commercial	$6,000	10	Pickup	yes	$8,060	2	No	6	1	Highly Urban/ Urban
8628	0	0.00000	1	40	3	10		Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	22	Commercial	$20,250	1	Sports Car	no	$0	0	No	0	9	z_Highly Rural/ Rural
8629	0	0.00000	0	56	0	14	$93,802	No	$282,652	Yes	M	Bachelors	Manager	44	Private	$16,300	6	Van	no	$0	0	No	0	7	Highly Urban/ Urban
8630	0	0.00000	0	56	0	13	$169,761	No	$443,175	Yes	M	PhD		26	Commercial	$26,330	13	Panel Truck	no	$2,683	5	No	0	10	Highly Urban/ Urban
8631	0	0.00000	0	56	0	13	$108,027	No	$0	z_No	z_F	PhD	Doctor	14	Private	$15,000	6	z_SUV	no	$0	0	No	1	15	Highly Urban/ Urban
8632	0	0.00000	2	42	2	0	$0	No	$100,967	Yes	M	z_High School	Home Maker	10	Private	$19,590	13	Van	no	$0	0	No	1	1	Highly Urban/ Urban
8634	0	0.00000	0	28	1	12	$35,450	No	$145,343	Yes	z_F	z_High School	Clerical	53	Private	$18,260	6	Minivan	no	$8,353	2	No	4	1	Highly Urban/ Urban
8635	0	0.00000	0	26	2	9	$117,984	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	65	Commercial	$26,330	3	Pickup	no	$5,756	2	No	11	8	Highly Urban/ Urban
8636	0	0.00000	0	33	3	12	$91,434	Yes	$258,169	z_No	z_F	Bachelors	z_Blue Collar	8	Commercial	$14,460	1	z_SUV	no	$9,347	1	No	1	9	Highly Urban/ Urban
8637	0	0.00000	0	49	0	12	$102,664	No	$294,908	Yes	M	Masters		47	Commercial	$33,870	1	Panel Truck	yes	$0	0	No	1	7	Highly Urban/ Urban
8638	0	0.00000	2	41	2	12	$188,472	No	$426,546	Yes	M	Masters	Lawyer	12	Private	$15,430	1	Minivan	no	$0	0	No	0	20	Highly Urban/ Urban
8639	0	0.00000	0	41	2	11	$12,285	No		Yes	M	<High School	Clerical	47	Private	$18,800	1	Van	yes	$0	0	Yes	0	1	z_Highly Rural/ Rural
8640	1	1098.00000	0	59	2	0		No	$119,473	Yes	M	Bachelors	Student	45	Commercial	$7,400	3	Pickup	yes	$3,903	4	No	3	11	Highly Urban/ Urban
8642	0	0.00000	0	51	0	12	$118,821	No	$350,398	Yes	M	Masters	Lawyer	28	Private	$12,880	4	Minivan	no	$0	0	No	3	10	Highly Urban/ Urban
8643	0	0.00000	0	40	0	9	$70,381	No	$267,721	Yes	z_F	Masters	Manager	24	Private	$13,790	1	z_SUV	no	$0	0	Yes	2	14	Highly Urban/ Urban
8645	0	0.00000	0	48	0	11	$105,516	No		Yes	M	z_High School	z_Blue Collar	9	Commercial	$12,050	3	Pickup	no	$2,878	1	No	0	1	Highly Urban/ Urban
8646	0	0.00000	0	38	0	11	$60,026	No	$0	z_No	z_F	Bachelors	Professional	23	Private	$11,300	10	Sports Car	no	$2,353	3	No	5	11	Highly Urban/ Urban
8647	0	0.00000	0	37	0	12	$140,609	No	$374,856	Yes	M	Masters	Lawyer	35	Private	$14,210	10	Minivan	yes	$7,101	2	No	5	NA	Highly Urban/ Urban
8648	0	0.00000	0	57	0	14	$200,772	No	$465,304	z_No	z_F	PhD	Doctor	27	Private	$27,280	4	Minivan	no	$0	0	No	0	NA	Highly Urban/ Urban
8650	0	0.00000	0	43	0	13	$36,309	No	$149,226	Yes	z_F	Bachelors	Clerical	23	Private	$10,140	1	Sports Car	no	$0	0	No	0	NA	z_Highly Rural/ Rural
8651	0	0.00000	0	62	0	7	$69,909	No	$237,139	z_No	M	Bachelors	Manager	58	Private	$18,060	6	Minivan	yes	$0	0	Yes	0	8	Highly Urban/ Urban
8652	1	879.00000	0	46	0	11	$66,222	No	$241,932	Yes	M	<High School	z_Blue Collar	33	Private	$12,720	1	Minivan	no	$7,872	1	No	5	NA	Highly Urban/ Urban
8654	0	0.00000	0	48	0	8	$31,228	No	$142,887	z_No	M	z_High School	z_Blue Collar	34	Commercial	$22,550	1	Minivan	no	$0	0	No	3	NA	z_Highly Rural/ Rural
8655	0	0.00000	0	46	0	NA	$24,342	No	$190,366	Yes	z_F	z_High School	Home Maker	5	Commercial	$30,300	1	Pickup	no	$7,071	1	No	0	9	Highly Urban/ Urban
8656	0	0.00000	0	41	0	12	$45,135	No	$0	z_No	z_F	Bachelors	z_Blue Collar	65	Commercial	$10,110	5	Sports Car	no	$0	0	No	0	13	z_Highly Rural/ Rural
8659	0	0.00000	0	48	0	16	$4,183	No	$0	Yes	M	<High School	Student	44	Private	$6,720	13	Minivan	yes	$5,525	2	No	1	6	Highly Urban/ Urban
8660	0	0.00000	0	61	0	12	$31,716	No	$155,029	Yes	M	z_High School	Manager	53	Private	$20,040	13	Minivan	yes	$0	0	No	0	8	Highly Urban/ Urban
8661	0	0.00000	0	48	0	16	$97,829	No	$292,727	Yes	z_F	Bachelors	z_Blue Collar	29	Commercial	$18,940	3	Minivan	no	$0	0	No	2	1	Highly Urban/ Urban
8662	0	0.00000	0	59	0	10	$19,661	No	$145,506	Yes	z_F	Bachelors	Home Maker	38	Private	$11,550	6	Sports Car	no	$4,780	1	No	1	10	Highly Urban/ Urban
8664	0	0.00000	0	52	0	15	$74,468	No		Yes	z_F	Masters	Manager	20	Private	$26,470	7	Minivan	no	$0	0	Yes	0	16	Highly Urban/ Urban
8665	0	0.00000	0	40	0	15	$57,160	No	$211,253	Yes	M	Bachelors	Manager	18	Private	$17,930	18	Van	yes	$0	0	Yes	0	13	Highly Urban/ Urban
8666	0	0.00000	0	40	0	12	$35,910	No	$156,663	Yes	z_F	Masters	Manager	25	Private	$9,090	1	z_SUV	no	$11,865	2	No	2	18	Highly Urban/ Urban
8667	0	0.00000	0	47	0	12	$8,778	No	$130,878	z_No	M	<High School	Student	5	Private	$22,410	1	Minivan	no	$0	0	No	4	7	z_Highly Rural/ Rural
8668	0	0.00000	0	68	0	14	$172,804	No	$459,717	Yes	M	PhD	Lawyer	31	Private	$4,590	1	Sports Car	yes	$0	0	No	0	NA	Highly Urban/ Urban
8669	0	0.00000	0	38	1	11	$1,729	Yes	$0	z_No	M	z_High School	Student	35	Commercial	$19,340	1	Van	no	$0	0	No	0	1	z_Highly Rural/ Rural
8670	0	0.00000	0	65	0	15	$68,304	No	$253,131	Yes	M	PhD	Doctor	39	Private	$28,440	4	Sports Car	yes	$0	0	No	1	11	Highly Urban/ Urban
8671	0	0.00000	0	39	0	13	$77,914	No	$234,761	Yes	M	Bachelors	Manager	24	Private	$13,190	11	Minivan	yes	$0	0	Yes	0	11	Highly Urban/ Urban
8673	0	0.00000	0	41	0	8	$192,839	No	$0	z_No	M	PhD	Doctor	27	Private	$7,340	10	Minivan	yes	$0	0	No	0	NA	Highly Urban/ Urban
8674	1	2349.00000	3	46	0	12	$54,216	No	$0	z_No	M	Masters	Professional	15	Commercial	$10,410	6	Pickup	yes	$0	0	No	3	19	Highly Urban/ Urban
8675	0	0.00000	0	52	1	15	$31,519	Yes	$0	z_No	M	z_High School	Clerical	33	Private	$9,850	6	Pickup	yes	$0	0	No	1	1	z_Highly Rural/ Rural
8676	1	5632.00000	0	31	2	7	$41,196	No	$180,045	Yes	z_F	z_High School	z_Blue Collar	39	Commercial	$26,220	4	Minivan	no	$9,960	2	No	4	1	Highly Urban/ Urban
8677	1	2635.00000	0	54	0	NA	$73,830	No	$262,020	Yes	z_F	Masters	Professional	43	Private	$16,710	10	Minivan	no	$4,086	4	No	0	16	Highly Urban/ Urban
8678	0	0.00000	0	34	2	9	$38,362	No		Yes	z_F	<High School	z_Blue Collar	28	Private	$5,340	13	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
8679	0	0.00000	0	46	0	10		No	$153,059	Yes	M	z_High School	Clerical	29	Private	$10,100	12	Pickup	yes	$0	0	Yes	5	1	Highly Urban/ Urban
8681	0	0.00000	0	63	0	16	$73,358	No	$229,797	Yes	M	Masters	Manager	28	Private	$8,840	6	Minivan	no	$0	0	No	1	22	Highly Urban/ Urban
8682	0	0.00000	0	50	0	11	$101,130	No	$335,516	Yes	z_F	Masters	Lawyer	36	Private	$16,610	1	z_SUV	no	$0	0	No	0	10	Highly Urban/ Urban
8683	0	0.00000	0	53	0	9	$48,792	No	$0	z_No	z_F	Bachelors	Manager	48	Private	$18,510	6	z_SUV	no	$0	0	No	1	8	Highly Urban/ Urban
8685	0	0.00000	0	37	0	12	$58,694	No	$210,695	Yes	z_F	<High School	z_Blue Collar	20	Private	$14,750	1	Sports Car	no	$0	0	No	0	9	Highly Urban/ Urban
8686	0	0.00000	0	45	0	8	$57,365	No	$226,671	z_No	M	Bachelors	Professional	17	Commercial	$17,160	3	Van	yes	$0	0	No	0	1	Highly Urban/ Urban
8689	0	0.00000	1	43	2	10	$155,446	Yes	$0	z_No	z_F	PhD	Manager	8	Private	$21,340	6	Minivan	no	$0	0	Yes	0	15	Highly Urban/ Urban
8691	0	0.00000	0	50	0	13	$176,648	No	$461,706	Yes	M	PhD		28	Commercial	$33,130	6	Panel Truck	no	$0	0	No	3	8	Highly Urban/ Urban
8692	0	0.00000	0	46	0	12	$102,271	No	$298,214	z_No	M	Masters	Lawyer	5	Private	$16,330	1	Minivan	yes	$0	0	Yes	2	22	Highly Urban/ Urban
8693	1	4460.00000	0	60	0	16	$3,103	No	$114,402	Yes	z_F	z_High School	Home Maker	34	Private	$14,560	1	z_SUV	no	$25,947	1	Yes	3	9	Highly Urban/ Urban
8694	1	3851.00000	0	26	1	15	$157,649	No	$362,484	Yes	M	Masters		35	Private	$4,100	7	Minivan	yes	$4,364	5	No	3	17	Highly Urban/ Urban
8695	0	0.00000	0	38	2	13	$136,645	Yes	$0	z_No	z_F	Masters	Lawyer	56	Private	$23,710	1	Minivan	no	$0	0	No	0	10	Highly Urban/ Urban
8696	0	0.00000	0	44	1	12	$64,586	No	$198,774	Yes	M	Bachelors	Professional	24	Private	$11,180	10	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
8697	0	0.00000	0	43	3	8	$69,129	No	$199,182	Yes	z_F	z_High School	z_Blue Collar	55	Private	$15,020	3	z_SUV	no	$8,884	1	No	5	NA	Highly Urban/ Urban
8698	1	2344.00000	0	52	0	0	$0	No	$131,093	Yes	z_F	<High School	Home Maker	22	Private	$1,500	1	z_SUV	no	$6,997	3	No	0	5	Highly Urban/ Urban
8699	0	0.00000	0	33	1	12	$58,086	No	$192,350	Yes	z_F	Masters	Manager	13	Private	$10,820	1	z_SUV	no	$0	0	No	0	13	Highly Urban/ Urban
8700	0	0.00000	0	41	0	15	$38,601	No	$151,038	Yes	M	z_High School	z_Blue Collar	17	Private	$14,130	6	Minivan	yes	$0	0	No	0	7	Highly Urban/ Urban
8701	1	6203.00000	0	50	0	0	$0	No	$0	Yes	z_F	<High School	Student	27	Private	$1,500	1	Sports Car	no	$10,709	3	No	6	7	Highly Urban/ Urban
8702	0	0.00000	0	44	0	12	$51,279	No	$200,803	Yes	M	<High School	z_Blue Collar	52	Private	$21,400	4	Van	yes	$0	0	No	0	1	Highly Urban/ Urban
8703	1	3311.00000	0	25	4	0	$0	No	$86,545	Yes	z_F	<High School	Home Maker	17	Private	$17,350	6	z_SUV	no	$1,430	2	No	7	5	Highly Urban/ Urban
8704	1	2724.00000	0	47	0	9	$54,841	No	$209,723	Yes	z_F	z_High School	z_Blue Collar	40	Commercial	$17,650	3	z_SUV	no	$0	0	No	3	1	Highly Urban/ Urban
8705	1	1107.00000	0	46	0	7	$39,393	No	$176,823	z_No	M	Bachelors	z_Blue Collar	8	Commercial	$10,040	11	Pickup	yes	$0	0	Yes	0	7	Highly Urban/ Urban
8706	0	0.00000	0	29	3	17	$51,529	No	$177,583	Yes	z_F	Bachelors	Professional	30	Private	$9,550	3	z_SUV	no	$8,589	3	No	3	13	Highly Urban/ Urban
8707	0	0.00000	0	43	2	14	$17,026	No	$146,136	Yes	M	<High School	Clerical	27	Commercial	$7,500	1	Pickup	no	$7,888	2	No	0	5	Highly Urban/ Urban
8708	0	0.00000	0	40	4	11	$75,978	Yes	$267,066	z_No	z_F	Masters	Lawyer	67	Private	$30,080	6	Sports Car	no	$0	0	Yes	2	14	Highly Urban/ Urban
8709	0	0.00000	0	39	0	8	$115,182	No	$312,887	Yes	M	z_High School	Professional	25	Commercial	$5,400	1	Pickup	no	$0	0	No	1	5	Highly Urban/ Urban
8710	1	3868.00000	0	32	3	8		No	$108,287	Yes	M	z_High School	z_Blue Collar	5	Commercial	$8,450	6	Pickup	no	$0	0	No	1	1	Highly Urban/ Urban
8711	0	0.00000	0	42	0	6	$48,834	No	$194,280	Yes	M	z_High School	Clerical	37	Private	$12,720	14	Minivan	yes	$0	0	No	0	1	z_Highly Rural/ Rural
8713	0	0.00000	0	47	0	13	$171,348	No	$414,733	Yes	z_F	Masters	Professional	50	Commercial	$37,170	6	Van	no	$0	0	No	1	15	z_Highly Rural/ Rural
8714	0	0.00000	0	40	2	13	$3,169	Yes	$0	z_No	z_F	z_High School	Student	44	Commercial	$5,820	9	z_SUV	no	$4,306	3	No	7	7	Highly Urban/ Urban
8715	0	0.00000	2	39	2	10	$30,993	No		Yes	M	z_High School	z_Blue Collar	34	Commercial	$13,940	3	Minivan	yes	$6,743	2	No	2	9	Highly Urban/ Urban
8716	0	0.00000	0	48	0	10	$39,213	No	$180,671	Yes	M	z_High School	z_Blue Collar	18	Commercial	$23,340	13	Panel Truck	no	$979	1	No	0	1	Highly Urban/ Urban
8718	0	0.00000	0	40	0	11	$32,060	No		z_No	z_F	<High School	Clerical	57	Private	$8,710	10	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
8719	0	0.00000	0	43	2	15	$46,168	No	$187,933	Yes	z_F	Bachelors	z_Blue Collar	48	Commercial	$10,420	1	Minivan	no	$41,971	1	No	0	12	Highly Urban/ Urban
8720	0	0.00000	0	39	0	0	$0	No	$99,587	z_No	z_F	Bachelors	Home Maker	103	Private	$5,400	1	z_SUV	no	$0	0	No	0	13	z_Highly Rural/ Rural
8721	0	0.00000	0	34	5	15	$28,088	No	$121,722	Yes	z_F	<High School	Home Maker	46	Private	$14,420	6	z_SUV	no	$0	0	No	2	1	z_Highly Rural/ Rural
8722	0	0.00000	0	55	0	14	$207,044	No	$498,027	z_No	z_F	PhD	Doctor	30	Private	$22,620	1	z_SUV	no	$0	0	Yes	4	16	Highly Urban/ Urban
8723	0	0.00000	0	45	2	9		Yes	$0	z_No	M	Bachelors	Manager	13	Commercial	$8,810	6	Pickup	yes	$1,055	3	No	1	1	Highly Urban/ Urban
8724	1	1373.00000	0	50	0	0	$0	No	$55,078	Yes	z_F	PhD	Home Maker	27	Private	$2,590	1	Sports Car	no	$5,559	1	No	1	9	Highly Urban/ Urban
8725	0	0.00000	0	50	0	9	$46,680	No	$186,705	Yes	M	<High School	Clerical	20	Commercial	$18,440	6	Van	no	$0	0	No	1	1	z_Highly Rural/ Rural
8726	0	0.00000	0	66	0	13	$61,473	No	$248,544	Yes	M	Bachelors	Manager	33	Private	$24,100	4	z_SUV	yes	$0	0	No	0	9	Highly Urban/ Urban
8727	0	0.00000	1	40	1	11	$71,281	No	$208,393	Yes	M	Bachelors	z_Blue Collar	43	Commercial	$11,180	1	Pickup	no	$0	0	No	1	9	z_Highly Rural/ Rural
8728	1	6528.00000	0	58	0	15	$43,393	No	$157,054	Yes	z_F	z_High School	z_Blue Collar	45	Commercial	$28,690	10	Pickup	no	$11,068	3	No	0	NA	Highly Urban/ Urban
8729	0	0.00000	0	45	0	14	$41,492	No	$198,232	Yes	z_F	<High School	Clerical	27	Private	$17,670	10	Pickup	no	$0	0	No	0	8	z_Highly Rural/ Rural
8731	0	0.00000	0	46	0	11	$142,852	No	$387,756	z_No	M	Bachelors	Professional	15	Private	$26,090	1	Minivan	yes	$2,934	4	No	1	9	Highly Urban/ Urban
8732	1	4117.00000	1	57	2	16	$193,618	No	$474,628	Yes	z_F	PhD	Doctor	53	Private	$41,440	1	Pickup	no	$1,277	3	No	3	13	Highly Urban/ Urban
8733	0	0.00000	0	48	0	16	$35,343	No	$193,912	Yes	M	z_High School	z_Blue Collar	8	Commercial	$13,520	7	Minivan	yes	$0	0	No	1	1	Highly Urban/ Urban
8734	1	2582.00000	1	46	0	11	$34,208	No	$160,959	Yes	M	z_High School	Clerical	35	Commercial	$9,090	3	z_SUV	no	$6,583	2	No	2	1	z_Highly Rural/ Rural
8735	0	0.00000	0	37	2	10	$80,576	Yes	$245,635	z_No	M	Bachelors	Clerical	35	Commercial	$11,140	9	Pickup	yes	$0	0	No	0	9	z_Highly Rural/ Rural
8736	0	0.00000	0	52	0	NA	$45,180	No	$248,185	Yes	M	Bachelors	Professional	39	Private	$11,220	8	Pickup	no	$0	0	No	0	14	Highly Urban/ Urban
8737	0	0.00000	0	43	3	15	$220,895	No	$547,820	Yes	M	PhD		33	Commercial	$34,800	1	Panel Truck	no	$0	0	No	4	12	Highly Urban/ Urban
8738	0	0.00000	0	30	3	13	$118,112	No	$339,955	Yes	z_F	Bachelors	Manager	58	Commercial	$21,550	14	Minivan	no	$0	0	No	1	12	Highly Urban/ Urban
8740	0	0.00000	0	49	0	12	$54,691	No	$198,100	z_No	z_F	Masters		73	Commercial	$30,780	15	Pickup	no	$795	3	No	2	16	Highly Urban/ Urban
8741	0	0.00000	0	56	0	13	$134,448	No		Yes	z_F	Masters	Lawyer	37	Private	$28,300	6	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
8742	1	3853.00000	0	30	1	10	$39,710	No	$173,759	Yes	M	z_High School	z_Blue Collar	32	Commercial	$21,920	4	Van	no	$0	0	No	0	10	Highly Urban/ Urban
8743	0	0.00000	0	43	0	11	$68,044	No	$0	z_No	M	Masters	Manager	8	Commercial	$31,080	4	Panel Truck	yes	$0	0	No	1	13	Highly Urban/ Urban
8745	0	0.00000	0	49	0	0	$32,514	No	$117,961	Yes	M	z_High School	Clerical	38	Private	$15,930	1	Minivan	yes	$1,116	3	No	2	8	Highly Urban/ Urban
8746	0	0.00000	0	36	0	3	$17,884	No	$114,530	Yes	M	<High School	z_Blue Collar	37	Private	$9,360	7	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
8749	0	0.00000	0	52	0	12	$52,223	No	$226,451	Yes	M	z_High School	z_Blue Collar	42	Commercial	$16,540	10	Van	no	$0	0	No	2	10	z_Highly Rural/ Rural
8750	0	0.00000	0	48	0	8	$309,628	No	$0	z_No	M	PhD	Manager	33	Commercial	$6,300	1	Pickup	yes	$1,953	3	No	1	13	Highly Urban/ Urban
8752	0	0.00000	0	46	0	11	$109,084	No	$257,476	z_No	z_F	Bachelors	Professional	31	Private	$30,930	1	Minivan	no	$0	0	Yes	2	11	Highly Urban/ Urban
8753	0	0.00000	0	52	0	7	$56,626	No	$192,493	Yes	M	Bachelors	z_Blue Collar	62	Commercial	$21,920	3	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
8754	0	0.00000	0	63	0	15	$47,276	No	$203,372	Yes	M	Masters	Lawyer	66	Private	$20,370	1	Minivan	yes	$5,721	3	No	5	5	Highly Urban/ Urban
8755	0	0.00000	0	51	0	11	$103,374	No	$298,213	Yes	M	PhD		47	Commercial	$12,040	17	Pickup	no	$4,938	1	No	0	16	Highly Urban/ Urban
8756	0	0.00000	0	56	0	11	$70,341	No	$248,361	Yes	M	PhD		26	Commercial	$69,740	1	Panel Truck	yes	$0	0	No	0	15	Highly Urban/ Urban
8757	0	0.00000	0	39	2	15	$26,737	No	$153,572	Yes	M	<High School	Clerical	22	Private	$15,340	1	Minivan	yes	$0	0	No	1	6	z_Highly Rural/ Rural
8759	0	0.00000	0	40	0	7	$38,589	No	$130,713	z_No	M	z_High School	z_Blue Collar	17	Commercial	$30,570	6	Panel Truck	yes	$1,000	1	No	3	1	Highly Urban/ Urban
8760	0	0.00000	0	45	2	13	$136,408	Yes	$0	z_No	z_F	PhD		26	Commercial	$39,900	6	Van	no	$0	0	No	2	17	Highly Urban/ Urban
8762	0	0.00000	0	55	0	12	$64,727	No	$257,070	z_No	M	Bachelors	Professional	35	Commercial	$25,590	1	Panel Truck	yes	$0	0	No	0	NA	z_Highly Rural/ Rural
8766	0	0.00000	0	47	0	11	$150,684	No	$424,827	z_No	z_F	z_High School	z_Blue Collar	28	Commercial	$28,890	6	Sports Car	no	$0	0	No	2	7	Highly Urban/ Urban
8767	0	0.00000	0	38	0	12	$26,917	No	$153,466	Yes	z_F	<High School	Clerical	18	Commercial	$12,660	1	z_SUV	no	$0	0	No	1	5	Highly Urban/ Urban
8768	0	0.00000	0	39	2	12	$34,623	No	$120,548	Yes	M	z_High School	Professional	18	Private	$4,960	10	Pickup	yes	$0	0	No	3	1	Highly Urban/ Urban
8769	0	0.00000	0	53	0	11	$42,478	No	$160,747	Yes	z_F	Bachelors	Professional	17	Commercial	$27,060	6	Pickup	no	$15,315	2	Yes	4	11	Highly Urban/ Urban
8770	0	0.00000	0	48	0	7	$57,906	No	$191,014	Yes	M	z_High School	z_Blue Collar	39	Commercial	$12,090	6	Pickup	yes	$0	0	No	1	1	z_Highly Rural/ Rural
8771	0	0.00000	0	56	0	10	$143,904	No	$328,673	Yes	M	Masters		21	Commercial	$25,100	1	Panel Truck	yes	$0	0	No	0	20	Highly Urban/ Urban
8772	1	1469.00000	0	47	0	12	$48,696	No	$212,014	z_No	z_F	Bachelors	Professional	46	Private	$15,390	4	Pickup	no	$33,521	3	Yes	1	-3	Highly Urban/ Urban
8774	1	5329.00000	1	45	2	17	$111,268	No	$288,071	Yes	z_F	Masters	Lawyer	46	Private	$21,680	4	Minivan	no	$10,366	3	Yes	3	10	Highly Urban/ Urban
8775	0	0.00000	1	39	2	10	$13,317	No	$100,772	Yes	M	<High School	Clerical	39	Private	$9,160	7	Pickup	yes	$0	0	No	1	1	Highly Urban/ Urban
8776	0	0.00000	0	57	0	7	$113,038	No	$283,423	Yes	M	z_High School	z_Blue Collar	5	Commercial	$18,970	1	Van	yes	$0	0	No	2	5	Highly Urban/ Urban
8777	0	0.00000	0	39	1	8	$70,153	Yes	$214,644	z_No	z_F	Bachelors	Professional	13	Private	$30,840	1	Minivan	no	$0	0	No	0	14	Highly Urban/ Urban
8778	0	0.00000	0	52	0	11	$87,751	No	$236,742	Yes	z_F	Masters	Manager	19	Private	$18,760	4	Minivan	no	$0	0	No	2	17	Highly Urban/ Urban
8779	1	3979.00000	0	28	3	13	$43,910	No	$179,794	Yes	M	<High School	Clerical	35	Commercial	$27,240	1	Panel Truck	no	$3,460	2	No	0	7	Highly Urban/ Urban
8783	0	0.00000	0	53	0	12	$44,235	No		z_No	M	PhD	Doctor	19	Private	$5,920	4	Pickup	yes	$0	0	No	0	17	Highly Urban/ Urban
8784	1	3444.00000	0	27	2	8	$16,571	Yes	$0	z_No	z_F	<High School	Clerical	5	Private	$13,890	4	Sports Car	no	$6,465	3	No	1	NA	Highly Urban/ Urban
8787	0	0.00000	0	47	0	11		No	$180,809	Yes	z_F	z_High School	z_Blue Collar	77	Commercial	$17,240	10	Sports Car	no	$0	0	No	3	8	z_Highly Rural/ Rural
8788	0	0.00000	0	37	0	11	$43,711	No	$0	z_No	M	z_High School	Professional	8	Commercial	$24,660	7	Panel Truck	yes	$1,511	3	No	4	10	Highly Urban/ Urban
8789	0	0.00000	0	40	0	12	$37,076	No	$0	z_No	z_F	<High School	Home Maker	42	Private	$31,430	7	Minivan	no	$0	0	No	1	1	z_Highly Rural/ Rural
8790	0	0.00000	0	48	0	NA	$53,628	No	$166,295	Yes	M	z_High School	Manager	5	Private	$13,060	9	Minivan	no	$0	0	No	0	7	Highly Urban/ Urban
8791	1	5159.00000	0	37	2	12	$16,829	No	$150,388	Yes	M	<High School	Clerical	30	Commercial	$23,830	3	Panel Truck	no	$0	0	Yes	0	1	Highly Urban/ Urban
8792	0	0.00000	0	56	0	0	$0	No	$83,118	Yes	z_F	z_High School	Home Maker	43	Private	$9,540	1	Sports Car	no	$0	0	No	1	1	z_Highly Rural/ Rural
8793	0	0.00000	0	56	0	6	$65,291	No	$227,016	Yes	M	Masters	Lawyer	40	Private	$8,030	4	Pickup	yes	$0	0	No	2	12	Highly Urban/ Urban
8794	0	0.00000	0	45	3	9	$29,805	No	$179,666	Yes	M	<High School	Clerical	23	Private	$16,080	6	Minivan	yes	$683	3	No	7	1	Highly Urban/ Urban
8795	0	0.00000	0	66	0	NA	$72,781	No	$220,801	Yes	M	Bachelors	Manager	41	Private	$31,770	1	Minivan	yes	$4,259	1	No	2	1	Highly Urban/ Urban
8796	1	726.00000	1	37	2	12	$77	No	$77,025	Yes	z_F	<High School	Student	24	Private	$8,620	1	z_SUV	no	$5,289	2	No	5	1	Highly Urban/ Urban
8798	0	0.00000	2	37	2	9	$58,571	Yes	$0	z_No	M	Bachelors	z_Blue Collar	29	Commercial	$7,360	1	Pickup	no	$0	0	No	3	13	Highly Urban/ Urban
8800	0	0.00000	0	43	1	12	$164,733	Yes	$0	z_No	z_F	PhD	Lawyer	19	Private	$26,070	4	Minivan	no	$0	0	No	0	13	Highly Urban/ Urban
8801	0	0.00000	0	48	0	9	$45,371	No	$173,920	z_No	M	Bachelors	Professional	42	Private	$10,840	6	Pickup	no	$0	0	No	0	6	z_Highly Rural/ Rural
8802	0	0.00000	0	41	0	11	$84,766	No	$272,923	Yes	M	Masters		29	Commercial	$30,840	1	Panel Truck	yes	$3,487	2	No	7	18	z_Highly Rural/ Rural
8803	1	64181.71033	0	58	0	14	$56,858	No	$201,989	z_No	M	Bachelors	z_Blue Collar	17	Commercial	$17,480	4	Van	no	$0	0	No	1	1	z_Highly Rural/ Rural
8804	0	0.00000	0	52	0	NA	$106,942	No	$0	z_No	z_F	PhD	Lawyer	30	Private	$17,390	10	z_SUV	no	$0	0	No	2	15	z_Highly Rural/ Rural
8805	0	0.00000	0	44	0	11	$91,668	No	$283,487	Yes	z_F	z_High School	Professional	21	Private	$15,960	6	z_SUV	no	$0	0	No	2	8	Highly Urban/ Urban
8806	0	0.00000	2	41	3	10	$39,320	Yes	$0	z_No	M	z_High School	Professional	34	Commercial	$22,670	1	Panel Truck	no	$0	0	No	0	1	Highly Urban/ Urban
8808	0	0.00000	0	38	0	12	$33,489	No	$148,212	Yes	z_F	z_High School	z_Blue Collar	19	Commercial	$24,910	1	Minivan	no	$2,461	1	No	0	1	Highly Urban/ Urban
8809	1	6293.00000	2	44	3	13	$18,154	No	$108,984	Yes	M	<High School	z_Blue Collar	77	Private	$8,330	6	Pickup	yes	$3,401	2	No	2	1	Highly Urban/ Urban
8810	0	0.00000	0	29	4	0	$0	Yes	$0	z_No	z_F	<High School	Student	24	Private	$7,180	7	z_SUV	no	$1,855	1	No	3	7	Highly Urban/ Urban
8811	0	0.00000	0	34	3	7	$30,337	No	$0	Yes	z_F	<High School	Student	45	Private	$7,930	1	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
8812	1	2103.00000	0	27	2	10	$17,686	No	$136,423	Yes	z_F	<High School	Clerical	60	Private	$10,050	10	Minivan	no	$5,433	3	No	0	1	Highly Urban/ Urban
8813	1	4232.00000	0	47	0	13	$61,214	No	$219,101	Yes	M	Bachelors	z_Blue Collar	53	Commercial	$18,180	7	Van	yes	$4,723	2	No	0	7	Highly Urban/ Urban
8814	0	0.00000	0	42	0	12	$38,944	No	$146,952	Yes	z_F	z_High School	Manager	36	Private	$12,580	1	Minivan	no	$0	0	No	0	7	Highly Urban/ Urban
8815	0	0.00000	0	49	0	11	$65,659	No	$0	z_No	M	Bachelors	z_Blue Collar	40	Private	$12,880	1	Minivan	no	$763	2	No	5	13	Highly Urban/ Urban
8818	0	0.00000	0	52	0	3	$229,365	No	$531,301	Yes	M	PhD	Doctor	25	Private	$33,810	1	Minivan	yes	$0	0	No	1	16	Highly Urban/ Urban
8819	0	0.00000	3	47	0	NA	$30,835	No	$141,710	Yes	M	<High School	z_Blue Collar	15	Private	$6,000	1	z_SUV	no	$0	0	No	1	1	Highly Urban/ Urban
8820	0	0.00000	0	48	0	12	$88,661	No	$292,894	Yes	M	Bachelors	z_Blue Collar	17	Commercial	$20,730	3	Van	yes	$0	0	No	1	5	Highly Urban/ Urban
8821	1	1168.00000	0	44	0	9	$79,664	No	$0	z_No	z_F	Bachelors	Professional	25	Private	$6,220	4	Sports Car	no	$0	0	No	1	1	Highly Urban/ Urban
8822	0	0.00000	0	33	0	12	$79,726	No	$223,536	Yes	z_F	Masters	Professional	63	Private	$18,960	1	Minivan	no	$27,679	1	Yes	5	11	Highly Urban/ Urban
8823	0	0.00000	2	36	4	8	$84,097	No	$261,399	Yes	z_F	Bachelors	z_Blue Collar	17	Commercial	$14,400	3	z_SUV	no	$29,265	3	No	8	7	Highly Urban/ Urban
8824	0	0.00000	0	47	0	10		No	$123,396	z_No	z_F	Masters	Lawyer	42	Private	$6,200	10	z_SUV	no	$5,120	1	No	0	12	Highly Urban/ Urban
8825	0	0.00000	0	45	0	13	$278,656	No		z_No	M	PhD	Doctor	32	Private	$31,310	7	Minivan	yes	$0	0	No	0	16	Highly Urban/ Urban
8827	0	0.00000	1	44	3	14	$40,819	No	$194,339	Yes	z_F	z_High School	z_Blue Collar	15	Commercial	$9,980	4	z_SUV	no	$0	0	No	0	12	Highly Urban/ Urban
8828	0	0.00000	1	38	2	15	$40,342	No	$189,439	Yes	z_F	Bachelors	Clerical	5	Private	$19,940	16	Sports Car	no	$0	0	No	0	14	z_Highly Rural/ Rural
8829	1	3981.00000	0	35	0	8	$61,486	No	$190,316	z_No	z_F	Masters	Lawyer	14	Private	$5,000	6	z_SUV	no	$0	0	No	3	NA	Highly Urban/ Urban
8830	0	0.00000	0	46	0	12	$33,870	No	$164,424	Yes	M	z_High School	z_Blue Collar	38	Commercial	$10,220	6	Minivan	yes	$1,868	1	No	0	1	Highly Urban/ Urban
8831	0	0.00000	0	34	0	8	$102,728	No	$310,619	z_No	M	Bachelors	Manager	22	Private	$5,980	4	Pickup	yes	$6,033	3	No	2	7	Highly Urban/ Urban
8832	0	0.00000	0	51	0	7	$66,587	No	$180,750	z_No	z_F	Bachelors	Manager	31	Private	$27,240	10	Sports Car	no	$0	0	No	0	10	Highly Urban/ Urban
8836	0	0.00000	0	59	0	11	$71,226	No	$252,722	Yes	M	Bachelors	Professional	10	Private	$13,490	1	Minivan	yes	$9,287	3	No	5	11	Highly Urban/ Urban
8837	0	0.00000	0	36	0	7	$19,443	No		z_No	M	z_High School	Clerical	36	Commercial	$10,660	10	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
8838	0	0.00000	0	29	3	13	$58,773	No	$192,117	Yes	M	z_High School	Clerical	36	Private	$10,730	1	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
8839	0	0.00000	0	51	0	7	$53,264	No	$0	z_No	z_F	Bachelors	Manager	9	Private	$18,500	4	z_SUV	no	$5,562	1	No	2	5	Highly Urban/ Urban
8841	0	0.00000	0	54	0	13	$73,561	No	$252,879	Yes	z_F	Bachelors	Professional	33	Private	$14,260	15	Pickup	no	$0	0	No	3	13	Highly Urban/ Urban
8842	1	1921.12504	0	41	2	13	$67,216	No		Yes	z_F	Bachelors	z_Blue Collar	39	Commercial	$27,240	4	Sports Car	no	$7,776	2	No	8	NA	Highly Urban/ Urban
8844	0	0.00000	0	42	0	13		No	$276,313	Yes	M	<High School	z_Blue Collar	7	Private	$39,420	4	Minivan	no	$0	0	No	2	1	z_Highly Rural/ Rural
8845	1	2977.00000	0	50	0	14	$31,436	No	$0	z_No	z_F	z_High School	Clerical	33	Private	$4,680	4	z_SUV	no	$6,909	4	No	3	1	z_Highly Rural/ Rural
8846	0	0.00000	0	42	0	7	$50,058	No	$0	z_No	z_F	PhD	Doctor	12	Private	$10,710	6	z_SUV	no	$7,488	1	No	5	18	Highly Urban/ Urban
8847	0	0.00000	0	33	4	12	$57,492	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	5	Private	$4,800	9	z_SUV	no	$0	0	No	1	NA	Highly Urban/ Urban
8848	0	0.00000	0	46	0	7	$165,373	No	$0	z_No	M	Masters		32	Commercial	$18,040	1	Van	yes	$1,088	2	No	0	20	Highly Urban/ Urban
8850	0	0.00000	0	34	3	7	$63,367	No	$167,276	Yes	M	Masters	Manager	34	Private	$11,240	13	Pickup	no	$0	0	No	3	21	Highly Urban/ Urban
8851	1	4185.00000	0	40	0	11	$43,386	No	$132,248	z_No	z_F	Bachelors	Manager	20	Private	$21,880	10	z_SUV	no	$702	3	No	1	7	Highly Urban/ Urban
8852	0	0.00000	0	48	0	11	$76,581	No	$239,130	z_No	z_F	Bachelors	z_Blue Collar	41	Private	$21,030	6	Pickup	no	$0	0	No	0	10	Highly Urban/ Urban
8853	0	0.00000	0	55	0	13	$145,860	No	$410,029	Yes	M	Masters	Manager	18	Commercial	$40,420	1	Panel Truck	no	$0	0	No	0	17	Highly Urban/ Urban
8854	0	0.00000	0	43	0	12	$115,221	No	$308,209	Yes	z_F	Masters	Lawyer	36	Private	$5,800	15	Sports Car	no	$0	0	No	5	NA	Highly Urban/ Urban
8856	0	0.00000	0	35	1	9	$13,865	Yes	$0	z_No	M	<High School	Student	6	Commercial	$24,620	6	Panel Truck	yes	$52,507	2	No	0	5	Highly Urban/ Urban
8857	1	6777.00000	0	43	2	11		Yes		z_No	M	<High School	Clerical	29	Commercial	$7,750	10	Pickup	no	$2,741	2	No	6	1	Highly Urban/ Urban
8858	1	7345.00000	0	36	2	10	$34,057	No	$204,508	Yes	M	<High School	z_Blue Collar	38	Commercial	$6,210	4	Pickup	yes	$7,098	3	No	6	7	z_Highly Rural/ Rural
8859	0	0.00000	0	57	2	16	$71,518	Yes	$0	z_No	M	Masters	Manager	35	Commercial	$7,000	4	Pickup	yes	$0	0	No	0	13	Highly Urban/ Urban
8860	1	3041.00000	0	53	2	NA	$119,273	No	$321,164	Yes	z_F	PhD		18	Commercial	$40,880	1	Panel Truck	no	$0	0	No	1	23	Highly Urban/ Urban
8863	0	0.00000	0	37	0	8		No	$0	z_No	z_F	<High School	Clerical	57	Private	$17,110	7	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
8864	1	4405.22080	0	35	2	14	$4,290	No	$0	Yes	M	<High School	Student	35	Commercial	$5,430	1	Pickup	yes	$6,570	2	No	6	1	Highly Urban/ Urban
8866	0	0.00000	0	64	0	11	$76,552	No	$229,237	Yes	z_F	Masters	Lawyer	26	Private	$15,560	16	Sports Car	no	$0	0	No	0	9	Highly Urban/ Urban
8867	0	0.00000	0	55	0	14	$50,492	No	$226,015	z_No	z_F	z_High School	Professional	17	Private	$22,770	11	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
8869	0	0.00000	0	54	0	8	$49,256	No	$170,816	z_No	M	Bachelors	Manager	35	Private	$11,830	13	Minivan	yes	$0	0	No	0	NA	Highly Urban/ Urban
8871	1	4337.00000	2	44	3	12	$2,511	Yes	$0	z_No	z_F	z_High School	Student	60	Private	$17,370	4	Sports Car	no	$0	0	Yes	1	7	z_Highly Rural/ Rural
8872	0	0.00000	0	52	0	17	$68,184	No	$215,796	Yes	M	Masters	Lawyer	41	Private	$13,520	1	Minivan	yes	$0	0	No	0	22	Highly Urban/ Urban
8873	0	0.00000	0	42	2	14	$41,193	No	$161,249	Yes	z_F	z_High School	Clerical	48	Private	$14,390	6	Sports Car	no	$4,448	3	No	4	1	Highly Urban/ Urban
8874	0	0.00000	1	36	1	11		No	$300,754	Yes	M	z_High School	z_Blue Collar	35	Commercial	$17,990	10	Van	no	$0	0	No	0	1	Highly Urban/ Urban
8875	0	0.00000	0	52	0	9	$138,004	No	$343,853	z_No	z_F	PhD	Manager	10	Private	$27,310	4	Minivan	no	$0	0	No	0	10	Highly Urban/ Urban
8876	0	0.00000	0	51	0	12	$195,074	No	$437,248	Yes	z_F	PhD	Manager	26	Private	$30,230	1	z_SUV	no	$0	0	No	0	14	Highly Urban/ Urban
8877	0	0.00000	0	60	0	9	$75,499	No	$258,131	Yes	z_F	z_High School	Professional	19	Commercial	$34,480	1	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
8878	0	0.00000	0	46	0	11	$26,266	No	$125,951	Yes	z_F	Bachelors	Manager	20	Private	$13,990	4	Sports Car	no	$7,766	1	No	4	7	Highly Urban/ Urban
8879	0	0.00000	0	46	0	6	$74,417	No	$263,259	Yes	M	Bachelors	Professional	50	Commercial	$28,360	6	Panel Truck	yes	$2,913	2	No	3	1	Highly Urban/ Urban
8881	0	0.00000	2	44	2	8	$152,292	Yes	$0	z_No	M	Masters	Manager	42	Private	$21,130	13	Minivan	yes	$5,747	3	No	9	19	Highly Urban/ Urban
8882	0	0.00000	0	56	0	10	$106,343	No	$326,073	Yes	z_F	Bachelors	Manager	19	Private	$7,100	3	Sports Car	no	$0	0	No	1	11	Highly Urban/ Urban
8883	0	0.00000	0	36	0	12	$48,509	No		Yes	M	PhD		49	Commercial	$18,480	10	Van	yes	$4,426	1	No	6	18	Highly Urban/ Urban
8884	0	0.00000	0	52	0	12	$43,993	No	$149,835	Yes	M	z_High School	z_Blue Collar	44	Commercial	$12,000	1	Minivan	yes	$31,448	3	No	0	1	z_Highly Rural/ Rural
8886	0	0.00000	0	38	3	15	$2,610	No	$0	Yes	z_F	<High School	Student	62	Private	$12,850	6	z_SUV	no	$2,562	1	No	4	1	z_Highly Rural/ Rural
8887	0	0.00000	0	57	0	14		No	$403,628	Yes	M	Bachelors	Manager	5	Commercial	$31,550	1	Panel Truck	yes	$4,355	1	No	0	8	Highly Urban/ Urban
8888	0	0.00000	0	44	0	9	$156,367	No	$424,404	Yes	M	Masters		14	Commercial	$21,540	7	Van	yes	$0	0	No	2	20	Highly Urban/ Urban
8889	0	0.00000	0	49	0	12		No	$248,521	Yes	z_F	Masters	Lawyer	28	Private	$19,560	6	Minivan	no	$6,893	3	No	0	NA	Highly Urban/ Urban
8890	0	0.00000	0	43	2	NA	$49,834	No	$189,056	Yes	z_F	z_High School	Professional	22	Private	$10,780	1	Sports Car	no	$3,534	3	No	8	1	Highly Urban/ Urban
8891	0	0.00000	0	48	0	11	$38,311	No	$177,828	z_No	M	Bachelors	Clerical	33	Commercial	$6,300	4	Pickup	yes	$3,699	1	No	4	9	Highly Urban/ Urban
8892	0	0.00000	0	51	0	13	$109,056	No	$307,278	Yes	z_F	Masters	Lawyer	27	Private	$18,480	4	z_SUV	no	$0	0	Yes	0	14	Highly Urban/ Urban
8893	0	0.00000	0	36	2	12	$115,701	Yes	$0	z_No	M	Bachelors	Manager	37	Commercial	$33,210	7	Panel Truck	yes	$0	0	No	0	1	Highly Urban/ Urban
8896	1	5899.00000	0	47	0	0	$0	No	$0	z_No	z_F	Masters	Home Maker	17	Private	$6,200	1	z_SUV	no	$0	0	No	0	17	Highly Urban/ Urban
8897	1	6639.00000	0	59	0	13	$66,942	No	$303,427	Yes	z_F	z_High School	z_Blue Collar	24	Commercial	$8,390	1	z_SUV	no	$9,019	3	No	3	9	Highly Urban/ Urban
8898	1	4290.21581	2	45	3	14	$36,912	Yes	$0	z_No	z_F	Bachelors	Clerical	60	Private	$9,690	9	z_SUV	no	$34,514	1	Yes	0	12	Highly Urban/ Urban
8900	0	0.00000	0	43	3	NA	$0	No	$0	Yes	z_F	z_High School	Student	45	Commercial	$19,680	4	Pickup	no	$2,870	2	No	2	9	z_Highly Rural/ Rural
8901	0	0.00000	0	50	0	NA	$33,854	No	$139,245	Yes	z_F	Masters	Lawyer	15	Private	$17,600	3	Sports Car	no	$5,217	1	No	0	21	Highly Urban/ Urban
8902	0	0.00000	0	38	0	11	$185,867	No	$502,580	z_No	z_F	Bachelors	Professional	37	Private	$22,850	1	Pickup	no	$0	0	No	0	NA	Highly Urban/ Urban
8903	0	0.00000	0	33	2	11	$65,009	No	$220,639	Yes	z_F	Bachelors	Professional	30	Private	$14,620	12	z_SUV	no	$8,122	3	No	6	14	Highly Urban/ Urban
8904	1	7552.00000	0	37	3	0	$0	No	$55,922	Yes	M	z_High School	Student	5	Commercial	$5,580	4	Pickup	yes	$12,048	3	Yes	11	1	Highly Urban/ Urban
8905	1	4322.00000	1	43	2	11	$29,081	Yes	$0	z_No	z_F	z_High School	Clerical	33	Private	$10,320	6	z_SUV	no	$0	0	No	1	7	Highly Urban/ Urban
8906	0	0.00000	0	40	0	10	$98,338	No		Yes	z_F	Bachelors	Professional	54	Private	$29,050	1	Minivan	no	$0	0	No	2	10	z_Highly Rural/ Rural
8907	0	0.00000	0	35	1	10	$46,192	No	$133,668	Yes	M	Masters	Lawyer	37	Private	$9,810	1	Pickup	no	$0	0	No	0	11	Highly Urban/ Urban
8908	0	0.00000	1	39	1	12	$70,673	No	$223,484	Yes	M	z_High School	z_Blue Collar	55	Commercial	$46,990	14	Panel Truck	no	$0	0	No	0	9	z_Highly Rural/ Rural
8909	1	7052.00000	0	38	1	11	$1,729	Yes	$0	z_No	M	z_High School	Student	35	Commercial	$8,860	4	Pickup	no	$0	0	Yes	0	1	z_Highly Rural/ Rural
8910	1	18689.09699	0	39	0	9	$40,716	No	$170,076	Yes	z_F	z_High School	Professional	64	Private	$10,740	1	Sports Car	no	$8,784	3	No	2	8	Highly Urban/ Urban
8911	1	42522.90761	0	46	0	14	$31,276	No	$129,120	Yes	z_F	Bachelors	z_Blue Collar	47	Commercial	$30,070	7	Sports Car	no	$5,008	1	No	5	9	Highly Urban/ Urban
8913	1	6752.00000	0	52	0	0	$0	No	$0	z_No	z_F	z_High School	Student	26	Commercial	$6,700	1	z_SUV	no	$4,549	2	Yes	2	1	Highly Urban/ Urban
8914	0	0.00000	0	50	0	8	$40,552	No		Yes	M	z_High School	z_Blue Collar	5	Commercial	$5,560	4	Minivan	no	$0	0	No	0	NA	Highly Urban/ Urban
8915	0	0.00000	0	51	0	8	$47,706	No	$203,426	Yes	M	z_High School	z_Blue Collar	18	Commercial	$11,370	4	Pickup	yes	$7,639	2	No	2	1	Highly Urban/ Urban
8916	0	0.00000	0	47	0	NA	$58,414	No	$211,733	Yes	z_F	Bachelors	Professional	37	Private	$12,060	10	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
8917	0	0.00000	0	53	0	5	$20,683	No	$151,996	z_No	z_F	Bachelors	Home Maker	5	Private	$8,870	7	z_SUV	no	$1,745	1	No	7	12	Highly Urban/ Urban
8918	0	0.00000	1	40	3	14	$53,456	No	$166,725	Yes	z_F	Bachelors	Professional	19	Private	$15,350	6	z_SUV	no	$9,724	1	No	2	12	Highly Urban/ Urban
8919	0	0.00000	0	37	1	11	$73,941	Yes	$265,035	z_No	z_F	Bachelors	Manager	6	Private	$12,680	7	z_SUV	no	$0	0	No	0	10	Highly Urban/ Urban
8920	1	3964.00000	0	34	3	8	$47,689	No	$143,574	Yes	z_F	z_High School	z_Blue Collar	50	Commercial	$25,040	1	Sports Car	no	$0	0	No	1	1	Highly Urban/ Urban
8921	1	5787.00000	0	53	0	NA	$67,799	No	$227,787	z_No	M	Bachelors	z_Blue Collar	35	Commercial	$13,580	1	Minivan	yes	$3,668	4	No	0	11	Highly Urban/ Urban
8923	1	5438.00000	0	40	1	13	$114,032	Yes	$0	z_No	z_F	Masters	Manager	65	Private	$26,780	1	Pickup	no	$0	0	No	3	2	Highly Urban/ Urban
8925	0	0.00000	0	49	0	14	$24,490	No	$0	z_No	z_F	<High School	Clerical	35	Private	$8,850	1	z_SUV	no	$0	0	No	0	5	z_Highly Rural/ Rural
8926	0	0.00000	0	51	0	9	$78,283	No	$262,744	Yes	M	Bachelors	Manager	5	Private	$15,380	4	Minivan	yes	$0	0	No	4	12	Highly Urban/ Urban
8927	0	0.00000	0	33	1	12	$50,086	No		Yes	z_F	z_High School	z_Blue Collar	6	Commercial	$4,800	10	Sports Car	no	$0	0	No	1	NA	z_Highly Rural/ Rural
8929	0	0.00000	0	46	0	11	$252,146	No	$584,116	z_No	M	Masters		5	Private	$14,230	1	Minivan	no	$0	0	No	0	14	Highly Urban/ Urban
8930	0	0.00000	0	54	0	15	$38,084	No	$160,180	Yes	M	z_High School	Clerical	42	Private	$11,080	13	Pickup	no	$0	0	No	0	6	Highly Urban/ Urban
8931	0	0.00000	1	43	1	12	$15,715	No	$143,966	Yes	M	<High School	Clerical	59	Private	$7,370	1	Minivan	no	$3,301	1	No	5	6	Highly Urban/ Urban
8933	0	0.00000	0	70	0	17		No	$245,245	Yes	M	Bachelors	z_Blue Collar	41	Commercial	$8,500	10	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
8934	0	0.00000	1	36	4	0	$0	No	$0	Yes	z_F	<High School	Student	30	Private	$8,250	7	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
8935	0	0.00000	0	63	0	NA	$93,590	No	$0	z_No	z_F	Masters	Lawyer	39	Private	$14,190	6	Sports Car	no	$3,088	1	No	4	21	Highly Urban/ Urban
8936	0	0.00000	0	47	0	NA	$2,916	No	$92,800	Yes	z_F	Masters	Home Maker	62	Private	$16,900	1	z_SUV	no	$0	0	No	0	22	z_Highly Rural/ Rural
8937	1	77907.43028	0	32	2	0	$0	No	$0	Yes	M	<High School	Student	5	Commercial	$17,700	13	Minivan	no	$4,211	2	No	0	6	Highly Urban/ Urban
8938	1	615.00000	2	36	3	8	$41,424	Yes	$0	z_No	M	Bachelors	Manager	22	Private	$15,770	1	Minivan	yes	$8,174	3	No	2	15	Highly Urban/ Urban
8939	0	0.00000	0	47	0	11	$20,300	No	$137,480	Yes	z_F	z_High School	Clerical	37	Private	$11,160	6	Sports Car	no	$0	0	No	0	8	z_Highly Rural/ Rural
8940	0	0.00000	0	60	0	14	$87,355	No		Yes	z_F	PhD	Doctor	9	Private	$24,050	1	Minivan	no	$0	0	No	3	13	Highly Urban/ Urban
8941	1	2492.00000	2	62	3	12	$47,590	Yes	$179,494	z_No	M	<High School	z_Blue Collar	19	Private	$22,050	7	z_SUV	no	$0	0	No	1	4	Highly Urban/ Urban
8942	0	0.00000	0	52	0	9	$60,029	No		Yes	z_F	Masters	Professional	31	Private	$15,780	1	Minivan	no	$0	0	No	1	19	Highly Urban/ Urban
8944	1	2912.00000	0	51	0	12		No	$142,894	Yes	z_F	z_High School	Clerical	18	Private	$14,620	6	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
8947	0	0.00000	0	49	0	NA	$60,121	No	$0	z_No	z_F	z_High School	z_Blue Collar	24	Private	$21,640	7	Minivan	no	$0	0	No	2	1	z_Highly Rural/ Rural
8948	1	4737.00000	0	24	2	12	$8,458	Yes	$0	z_No	z_F	Bachelors	Professional	13	Private	$11,120	10	z_SUV	no	$16,927	3	Yes	0	NA	Highly Urban/ Urban
8949	0	0.00000	0	41	2	17	$29,439	No	$138,922	Yes	z_F	<High School	Clerical	41	Private	$17,940	4	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
8950	0	0.00000	0	39	0	15	$92,702	No	$276,313	Yes	M	z_High School	Manager	26	Private	$14,670	12	Minivan	yes	$0	0	No	2	7	Highly Urban/ Urban
8951	0	0.00000	0	34	2	10	$34,706	Yes	$0	z_No	z_F	z_High School	Clerical	56	Private	$4,700	6	Sports Car	no	$8,852	2	No	4	1	Highly Urban/ Urban
8952	1	2907.00000	0	33	2	12	$70,408	No	$190,139	Yes	z_F	Bachelors	z_Blue Collar	31	Commercial	$18,850	1	z_SUV	no	$2,665	3	No	3	9	Highly Urban/ Urban
8953	1	7635.00000	0	50	0	11	$98,347	No	$282,017	Yes	M	Masters		64	Commercial	$19,610	4	Van	yes	$8,924	1	No	0	1	Highly Urban/ Urban
8955	0	0.00000	0	31	1	10	$33,551	Yes		z_No	M	z_High School	Clerical	30	Private	$7,960	4	Pickup	no	$0	0	No	0	7	z_Highly Rural/ Rural
8956	0	0.00000	0	57	0	0	$0	No	$77,032	Yes	z_F	PhD	Home Maker	49	Private	$13,740	7	z_SUV	no	$0	0	No	3	11	z_Highly Rural/ Rural
8957	0	0.00000	0	62	0	14	$89,562	No	$255,843	Yes	M	Masters	Lawyer	5	Private	$22,220	6	z_SUV	yes	$0	0	Yes	0	20	Highly Urban/ Urban
8959	1	4442.00000	0	34	3	14	$28,902	Yes	$0	z_No	z_F	z_High School	Clerical	6	Private	$16,020	10	z_SUV	no	$5,300	1	No	5	1	Highly Urban/ Urban
8961	1	3492.00000	0	35	0	10	$39,741	No	$0	z_No	M	Bachelors	Clerical	10	Commercial	$5,130	7	Pickup	no	$4,158	1	No	9	11	Highly Urban/ Urban
8962	0	0.00000	0	47	0	13	$47,355	No	$165,540	Yes	z_F	z_High School	z_Blue Collar	23	Commercial	$10,940	6	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
8963	0	0.00000	0	49	0	0	$0	No	$88,927	Yes	M	z_High School	Student	5	Private	$4,190	9	Minivan	yes	$4,870	1	No	4	8	Highly Urban/ Urban
8964	1	1779.00000	0	39	0	9	$36,330	No	$0	z_No	z_F	z_High School	Clerical	47	Private	$14,520	7	Sports Car	no	$7,191	1	No	3	1	Highly Urban/ Urban
8968	0	0.00000	0	49	0	14	$18,232	No	$145,361	Yes	M	<High School	z_Blue Collar	29	Commercial	$25,060	4	Panel Truck	yes	$2,400	2	No	0	1	Highly Urban/ Urban
8970	0	0.00000	0	52	0	8	$42,778	No	$146,329	Yes	M	Bachelors	Clerical	21	Commercial	$30,390	1	Panel Truck	yes	$0	0	No	0	13	z_Highly Rural/ Rural
8971	1	3953.00000	0	50	0	10	$80,108	No	$0	z_No	z_F	Bachelors	Professional	42	Private	$16,140	6	Sports Car	no	$0	0	Yes	0	13	Highly Urban/ Urban
8972	0	0.00000	0	46	0	NA	$143,073	No	$346,667	Yes	z_F	PhD		20	Commercial	$27,710	4	Pickup	no	$0	0	No	0	14	Highly Urban/ Urban
8973	0	0.00000	0	50	0	13	$92,028	No	$0	z_No	M	Masters	Manager	40	Private	$16,260	1	Minivan	yes	$6,453	3	No	7	18	Highly Urban/ Urban
8974	0	0.00000	0	53	0	12		No	$162,241	Yes	z_F	Bachelors	Home Maker	33	Private	$11,460	6	z_SUV	no	$0	0	No	0	11	z_Highly Rural/ Rural
8975	1	2413.00000	1	38	3	14	$82,527	Yes	$0	z_No	M	Bachelors	z_Blue Collar	36	Commercial	$22,560	4	Panel Truck	no	$0	0	Yes	2	10	Highly Urban/ Urban
8976	1	6730.00000	0	43	0	7	$50,491	No	$240,774	Yes	M	Masters		57	Private	$3,930	1	Minivan	no	$1,156	1	No	4	10	Highly Urban/ Urban
8977	0	0.00000	0	43	2	14	$92,815	No	$247,752	Yes	M	Bachelors	Professional	36	Private	$10,780	6	Minivan	yes	$20,585	1	No	5	13	Highly Urban/ Urban
8978	1	3182.00000	2	45	3	15	$90,153	No		Yes	M	Masters	Lawyer	42	Private	$18,290	1	Van	yes	$3,639	2	No	3	19	Highly Urban/ Urban
8979	1	4515.00000	0	24	3	11	$24,666	Yes	$0	z_No	M	Bachelors	Professional	54	Commercial	$9,010	10	Pickup	yes	$0	0	Yes	1	10	Highly Urban/ Urban
8981	1	5100.00000	0	24	2	8	$11,664	Yes	$91,216	z_No	M	Bachelors	Manager	15	Private	$2,670	1	Minivan	yes	$0	0	No	0	13	Highly Urban/ Urban
8982	0	0.00000	0	45	1	0	$0	No	$101,860	Yes	z_F	z_High School	Home Maker	31	Private	$16,250	6	Minivan	no	$40,086	2	No	0	9	Highly Urban/ Urban
8983	1	5853.00000	3	41	3	NA	$109,957	No	$284,462	Yes	z_F	Masters	Manager	32	Private	$18,130	6	z_SUV	no	$0	0	Yes	4	NA	Highly Urban/ Urban
8986	1	1363.00000	0	53	0	14	$69,335	No		Yes	M	Masters		27	Commercial	$20,200	1	Van	yes	$5,685	2	No	2	1	Highly Urban/ Urban
8987	0	0.00000	0	30	2	11	$60,216	Yes	$0	z_No	z_F	Bachelors	Clerical	23	Private	$17,420	1	z_SUV	no	$3,878	1	No	4	7	Highly Urban/ Urban
8990	0	0.00000	2	44	3	14	$132,044	Yes	$357,956	z_No	M	Masters	Manager	61	Commercial	$23,140	6	Panel Truck	no	$0	0	No	0	17	Highly Urban/ Urban
8991	0	0.00000	3	38	3	10	$126,105	No	$398,812	Yes	z_F	Bachelors	Manager	49	Private	$13,900	10	z_SUV	no	$0	0	No	0	12	Highly Urban/ Urban
8992	0	0.00000	0	50	0	NA	$4,583	No	$0	Yes	z_F	<High School	Student	44	Commercial	$26,310	1	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
8993	0	0.00000	0	51	0	11	$72,518	No	$0	z_No	z_F	Bachelors	z_Blue Collar	28	Commercial	$16,510	1	z_SUV	no	$5,217	2	No	0	11	Highly Urban/ Urban
8994	0	0.00000	0	43	0	6	$57,869	No	$0	z_No	M	PhD		22	Commercial	$26,420	1	Panel Truck	yes	$5,021	1	No	7	12	Highly Urban/ Urban
8996	0	0.00000	0	46	0	16	$55,901	No	$231,583	Yes	z_F	Bachelors	Home Maker	13	Private	$33,560	1	Pickup	no	$0	0	No	0	7	Highly Urban/ Urban
8997	0	0.00000	0	47	0	12	$125,741	No	$359,404	Yes	z_F	Masters	Manager	41	Private	$18,770	1	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
8998	0	0.00000	0	47	0	7	$18,789	No	$146,055	Yes	M	<High School	z_Blue Collar	20	Private	$12,040	4	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
8999	0	0.00000	0	41	0	7	$53,202	No	$167,495	z_No	z_F	Masters	Professional	11	Private	$6,820	10	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
9000	1	2758.00000	0	46	0	13	$119,904	No	$0	z_No	z_F	Masters	Lawyer	22	Private	$23,530	10	Sports Car	no	$0	0	No	2	21	Highly Urban/ Urban
9001	1	554.00000	0	54	0	0	$0	No	$0	Yes	z_F	<High School	Student	36	Private	$6,900	6	z_SUV	no	$0	0	Yes	0	7	Highly Urban/ Urban
9002	0	0.00000	0	38	2	15	$15,413	No	$91,720	Yes	M	<High School	Clerical	5	Commercial	$6,840	4	Pickup	yes	$0	0	No	0	1	z_Highly Rural/ Rural
9003	0	0.00000	0	37	2	13	$12,262	No		Yes	z_F	Bachelors	z_Blue Collar	51	Commercial	$14,610	10	z_SUV	no	$0	0	Yes	4	5	Highly Urban/ Urban
9005	0	0.00000	1	44	2	14	$11,065	No	$110,907	Yes	z_F	<High School	z_Blue Collar	80	Private	$12,410	7	z_SUV	no	$0	0	No	0	8	z_Highly Rural/ Rural
9006	1	8131.00000	0	53	0	0	$0	No	$118,678	z_No	z_F	<High School	Home Maker	29	Private	$6,800	6	z_SUV	no	$1,930	2	No	1	6	Highly Urban/ Urban
9007	0	0.00000	0	37	0	1	$42,878	No	$158,179	Yes	M	Bachelors	z_Blue Collar	54	Commercial	$11,480	1	Pickup	no	$6,870	1	No	4	10	Highly Urban/ Urban
9008	1	3773.00000	0	57	0	13	$65,968	No	$0	z_No	M	Bachelors	Manager	37	Commercial	$16,640	1	Van	yes	$10,215	2	No	0	NA	Highly Urban/ Urban
9009	0	0.00000	0	41	0	11	$29,541	No	$204,260	Yes	M	z_High School	Manager	45	Private	$13,640	10	Minivan	yes	$3,265	2	No	1	1	Highly Urban/ Urban
9011	0	0.00000	0	49	0	13	$94,072	No	$251,912	Yes	z_F	Masters	Lawyer	8	Private	$6,810	3	z_SUV	no	$0	0	No	1	4	Highly Urban/ Urban
9013	0	0.00000	1	36	3	10	$10,632	No	$0	Yes	z_F	Bachelors	Student	29	Private	$16,290	6	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
9014	1	5440.00000	0	47	0	8	$5,846	No	$99,468	Yes	z_F	z_High School	Home Maker	10	Private	$9,030	1	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
9015	0	0.00000	0	60	3	17	$18,681	No	$176,330	Yes	M	z_High School	Student	5	Commercial	$27,260	1	Minivan	yes	$0	0	No	0	7	Highly Urban/ Urban
9016	0	0.00000	0	41	0	9	$25,982	No	$156,820	z_No	z_F	z_High School	Clerical	5	Private	$8,710	1	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
9017	0	0.00000	0	44	3	8	$77,760	No		Yes	M	z_High School	z_Blue Collar	20	Commercial	$13,680	1	Minivan	no	$1,416	3	No	3	9	Highly Urban/ Urban
9019	0	0.00000	0	46	0	9	$34,522	No	$0	z_No	z_F	z_High School	Clerical	34	Commercial	$8,820	3	Pickup	yes	$4,936	4	No	0	3	Highly Urban/ Urban
9020	0	0.00000	0	58	0	NA	$60,958	No	$247,454	Yes	z_F	Bachelors	Manager	43	Private	$8,730	1	z_SUV	no	$8,073	1	No	2	10	Highly Urban/ Urban
9021	0	0.00000	0	31	1	13	$9,684	No	$0	Yes	M	z_High School	Student	8	Private	$2,470	10	Minivan	no	$0	0	Yes	0	1	Highly Urban/ Urban
9022	0	0.00000	1	43	3	12	$21,658	Yes		z_No	z_F	<High School	Clerical	22	Private	$7,970	9	Sports Car	no	$3,954	2	No	0	5	z_Highly Rural/ Rural
9023	1	895.00000	0	44	0	9	$124,829	No		z_No	z_F	Masters		39	Commercial	$31,810	8	Pickup	no	$0	0	No	0	16	Highly Urban/ Urban
9024	0	0.00000	0	41	0	10	$136,585	No	$0	z_No	M	Masters	Lawyer	24	Private	$16,560	6	Minivan	yes	$29,754	3	Yes	1	10	Highly Urban/ Urban
9025	1	2782.00000	0	37	0	11	$36,217	No	$186,385	z_No	z_F	z_High School	z_Blue Collar	57	Commercial	$28,090	1	Minivan	no	$0	0	Yes	0	1	Highly Urban/ Urban
9026	0	0.00000	0	49	0	0	$0	No		Yes	z_F	PhD	Home Maker	8	Private	$22,100	4	Pickup	no	$0	0	No	2	1	Highly Urban/ Urban
9027	0	0.00000	0	42	0	9	$38,770	No	$154,518	Yes	z_F	z_High School	z_Blue Collar	41	Commercial	$14,780	6	z_SUV	no	$0	0	No	2	9	Highly Urban/ Urban
9028	1	1487.00000	0	47	0	8	$90,940	No	$0	z_No	M	Bachelors	Professional	50	Commercial	$16,710	10	Van	yes	$8,490	3	No	0	10	Highly Urban/ Urban
9029	0	0.00000	0	38	0	10	$51,176	No	$0	z_No	z_F	z_High School	Professional	10	Private	$15,330	1	z_SUV	no	$0	0	Yes	0	11	Highly Urban/ Urban
9030	0	0.00000	0	46	0	9	$74,478	No	$223,052	z_No	M	Masters		71	Commercial	$22,930	4	Panel Truck	no	$5,855	2	No	5	16	Highly Urban/ Urban
9031	0	0.00000	0	46	1	11	$64,654	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	11	Commercial	$6,670	7	z_SUV	no	$0	0	No	0	10	Highly Urban/ Urban
9032	0	0.00000	0	53	0	0	$0	No	$99,253	Yes	z_F	Bachelors	Home Maker	15	Private	$8,580	3	z_SUV	no	$0	0	No	2	1	Highly Urban/ Urban
9033	0	0.00000	0	46	0	12	$14,704	No	$80,659	Yes	z_F	<High School	Clerical	57	Private	$10,620	4	z_SUV	no	$0	0	No	2	4	z_Highly Rural/ Rural
9034	0	0.00000	0	32	3	0	$0	No	$107,325	Yes	z_F	z_High School	Home Maker	51	Private	$10,350	4	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
9035	0	0.00000	0	63	0	10	$4,597	No	$121,824	Yes	z_F	<High School	Home Maker	34	Private	$7,800	7	Sports Car	no	$2,841	2	No	0	6	Highly Urban/ Urban
9038	0	0.00000	0	43	2	14	$82,939	Yes	$0	z_No	M	<High School	z_Blue Collar	34	Private	$21,920	1	Van	no	$3,381	2	No	0	1	Highly Urban/ Urban
9039	0	0.00000	0	41	0	12	$65,895	No	$248,403	Yes	z_F	PhD	Manager	44	Private	$12,190	1	z_SUV	no	$4,604	2	No	2	NA	Highly Urban/ Urban
9042	0	0.00000	0	45	0	13	$148,221	No	$0	z_No	M	Masters	Professional	17	Commercial	$20,820	7	Van	yes	$21,998	3	No	8	21	Highly Urban/ Urban
9043	0	0.00000	1	59	2	14	$32,974	No	$166,796	Yes	M	z_High School	Clerical	41	Private	$15,010	4	Minivan	yes	$6,063	3	No	4	1	Highly Urban/ Urban
9046	1	2440.00000	0	47	0	11	$28,808	No	$0	z_No	M	z_High School	Student	40	Commercial	$11,840	1	Pickup	yes	$1,092	1	No	2	NA	Highly Urban/ Urban
9048	1	3392.00000	0	54	0	12		No	$200,391	Yes	z_F	z_High School	Clerical	67	Private	$10,480	6	z_SUV	no	$27,414	2	Yes	2	8	Highly Urban/ Urban
9050	1	5603.08860	0	61	0	13	$57,095	No	$0	z_No	M	<High School	z_Blue Collar	52	Private	$7,600	4	z_SUV	yes	$1,904	3	No	7	6	Highly Urban/ Urban
9051	0	0.00000	0	51	0	16		No	$140,239	Yes	z_F	<High School	Clerical	54	Private	$11,240	9	z_SUV	no	$0	0	No	0	5	z_Highly Rural/ Rural
9052	0	0.00000	0	46	0	13	$30,226	No	$114,879	z_No	M	<High School	Clerical	45	Commercial	$6,100	14	Pickup	yes	$0	0	No	3	5	z_Highly Rural/ Rural
9053	0	0.00000	0	28	1	0	$0	Yes	$0	z_No	M	z_High School	Home Maker	9	Private	$4,300	11	Minivan	no	$0	0	No	0	7	Highly Urban/ Urban
9054	0	0.00000	0	44	0	13	$95,114	No	$289,409	Yes	z_F	Bachelors	Manager	21	Private	$16,330	1	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
9055	1	3985.00000	1	40	3	NA	$39,753	No	$181,338	Yes	z_F	z_High School	Clerical	50	Private	$24,820	7	z_SUV	no	$0	0	No	0	13	Highly Urban/ Urban
9056	0	0.00000	2	44	2	16		Yes	$296,916	z_No	z_F	PhD	Manager	28	Private	$18,180	3	Minivan	no	$0	0	No	0	15	Highly Urban/ Urban
9057	0	0.00000	0	47	0	11	$72,463	No	$0	z_No	z_F	Bachelors	z_Blue Collar	52	Commercial	$22,400	7	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
9058	0	0.00000	0	51	0	7	$46,502	No	$148,272	z_No	M	Bachelors	Professional	52	Private	$11,250	4	Minivan	no	$0	0	No	2	14	Highly Urban/ Urban
9059	0	0.00000	0	40	2	12	$133,776	No	$374,317	Yes	z_F	z_High School	z_Blue Collar	29	Private	$25,080	1	Minivan	no	$0	0	No	0	NA	Highly Urban/ Urban
9060	0	0.00000	0	45	0	12	$22,721	No	$143,434	Yes	z_F	Bachelors	Home Maker	31	Private	$19,880	10	Minivan	no	$0	0	No	1	11	z_Highly Rural/ Rural
9063	1	4366.00000	0	58	0	14	$41,712	No		Yes	z_F	Masters		5	Private	$16,810	7	Minivan	no	$1,351	3	No	1	16	Highly Urban/ Urban
9064	0	0.00000	0	37	0	7	$125,314	No	$0	z_No	M	Bachelors	Manager	24	Commercial	$17,730	9	Van	yes	$0	0	No	4	1	Highly Urban/ Urban
9065	0	0.00000	0	51	0	11	$152,462	No	$0	z_No	z_F	Masters	Manager	39	Private	$22,290	1	z_SUV	no	$0	0	No	1	14	Highly Urban/ Urban
9066	0	0.00000	2	60	2	9	$8,287	No	$160,005	Yes	z_F	Bachelors	Home Maker	63	Private	$15,900	3	Minivan	no	$6,315	3	No	0	8	Highly Urban/ Urban
9067	0	0.00000	0	56	0	14	$59,188	No	$238,256	z_No	M	z_High School	Professional	65	Private	$8,980	1	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
9068	0	0.00000	0	46	0	14	$121,133	No	$297,340	Yes	M	Bachelors	z_Blue Collar	13	Commercial	$18,750	13	Van	yes	$0	0	No	1	9	Highly Urban/ Urban
9069	0	0.00000	0	33	4	NA	$41,583	No	$145,551	Yes	z_F	Masters	Home Maker	32	Private	$18,820	17	Pickup	no	$0	0	No	1	20	z_Highly Rural/ Rural
9070	1	1257.00000	2	44	4	14	$25,536	No	$178,708	Yes	z_F	<High School	z_Blue Collar	50	Private	$12,160	7	z_SUV	no	$0	0	Yes	1	6	Highly Urban/ Urban
9071	1	5524.00000	0	36	0	9	$79,801	No	$0	z_No	z_F	z_High School	z_Blue Collar	21	Commercial	$24,810	6	Pickup	no	$0	0	No	2	NA	Highly Urban/ Urban
9072	0	0.00000	0	42	0	0	$0	No	$104,265	Yes	z_F	z_High School	Home Maker	61	Private	$17,190	1	z_SUV	no	$0	0	Yes	0	NA	Highly Urban/ Urban
9073	0	0.00000	0	47	0	10	$18,304	No	$99,839	Yes	M	<High School	Clerical	97	Private	$17,670	10	Minivan	yes	$0	0	No	0	4	Highly Urban/ Urban
9074	0	0.00000	0	36	2	13	$135,520	No	$336,846	Yes	z_F	Bachelors	z_Blue Collar	5	Commercial	$38,870	1	Van	no	$4,976	2	No	3	9	Highly Urban/ Urban
9075	0	0.00000	0	50	0	0	$0	No	$0	Yes	z_F	<High School	Student	45	Private	$6,500	10	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
9077	0	0.00000	0	53	0	7	$8,791	No	$117,461	z_No	z_F	<High School	Home Maker	67	Private	$19,620	7	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
9078	0	0.00000	1	43	2	17	$23,886	No	$136,125	Yes	z_F	<High School	Clerical	42	Private	$16,110	7	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
9080	0	0.00000	0	48	0	7	$85,734	No	$0	z_No	M	PhD		65	Commercial	$27,670	7	Panel Truck	no	$0	0	Yes	1	14	Highly Urban/ Urban
9083	1	3793.00000	0	46	0	8	$36,110	No	$175,359	z_No	z_F	z_High School	z_Blue Collar	18	Commercial	$13,260	6	z_SUV	no	$26,321	4	Yes	4	10	Highly Urban/ Urban
9084	0	0.00000	0	48	0	13	$34,351	No	$0	z_No	z_F	z_High School	z_Blue Collar	29	Commercial	$22,440	4	Pickup	no	$0	0	Yes	0	5	Highly Urban/ Urban
9085	0	0.00000	0	56	0	16	$8,137	No	$111,717	Yes	M	<High School	Student	38	Commercial	$17,540	6	Van	no	$0	0	No	0	6	Highly Urban/ Urban
9086	0	0.00000	0	50	0	10	$16,625	No	$0	z_No	M	<High School	Student	49	Commercial	$6,500	7	Pickup	yes	$0	0	No	4	1	z_Highly Rural/ Rural
9087	0	0.00000	0	51	0	14	$81,743	No	$0	z_No	M	Bachelors	z_Blue Collar	37	Commercial	$14,770	6	Minivan	yes	$30,760	3	No	5	10	Highly Urban/ Urban
9088	0	0.00000	1	36	1	12	$19,217	No	$120,635	Yes	z_F	<High School	Clerical	29	Private	$21,430	7	Minivan	no	$0	0	No	0	3	z_Highly Rural/ Rural
9090	0	0.00000	0	38	3	12	$10,653	Yes	$0	z_No	z_F	<High School	Clerical	35	Private	$5,300	4	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
9091	0	0.00000	0	54	0	12	$61,626	No	$0	z_No	z_F	Bachelors	z_Blue Collar	25	Commercial	$13,060	1	z_SUV	no	$5,598	2	No	3	10	Highly Urban/ Urban
9093	0	0.00000	0	54	0	13	$71,579	No	$257,342	Yes	M	PhD	Manager	46	Commercial	$18,560	3	Van	no	$9,514	4	No	0	13	Highly Urban/ Urban
9095	0	0.00000	0	41	1	12	$38,430	Yes	$0	z_No	z_F	Masters	Lawyer	22	Private	$9,440	7	z_SUV	no	$0	0	No	0	12	Highly Urban/ Urban
9096	0	0.00000	0	44	2	15		No	$186,500	Yes	z_F	<High School	z_Blue Collar	48	Commercial	$10,600	17	Pickup	no	$0	0	No	0	7	Highly Urban/ Urban
9097	1	2705.00000	0	33	4	0	$0	Yes	$0	z_No	M	z_High School	Student	14	Commercial	$12,470	1	Minivan	yes	$10,794	2	Yes	4	5	Highly Urban/ Urban
9098	1	3955.00000	0	50	0	15	$36,015	No	$137,355	Yes	z_F	Masters	Lawyer	23	Private	$15,100	1	z_SUV	no	$0	0	No	1	10	z_Highly Rural/ Rural
9099	1	6132.00000	0	34	1	9	$28,719	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	15	Commercial	$14,340	4	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
9100	1	5477.00000	0	40	0	11	$82,505	No	$0	z_No	M	Masters		35	Commercial	$33,910	1	Panel Truck	no	$5,464	3	No	2	13	Highly Urban/ Urban
9101	1	6079.00000	0	62	0	NA	$137,666	No		Yes	z_F	Masters	Professional	60	Private	$17,790	1	Sports Car	no	$3,902	2	No	8	15	Highly Urban/ Urban
9102	0	0.00000	0	38	2	16	$29,688	No	$131,833	Yes	z_F	<High School	Clerical	24	Private	$14,910	14	Sports Car	no	$5,991	3	No	5	1	Highly Urban/ Urban
9103	0	0.00000	0	42	0	6	$30,696	No	$99,263	Yes	z_F	Bachelors	Home Maker	47	Commercial	$30,700	3	Pickup	no	$0	0	No	0	NA	z_Highly Rural/ Rural
9104	0	0.00000	0	54	0	14	$66,955	No	$241,544	z_No	z_F	Bachelors	Professional	48	Private	$10,540	4	z_SUV	no	$0	0	No	2	10	Highly Urban/ Urban
9105	1	2943.00000	0	32	2	12	$40,851	Yes	$112,094	z_No	z_F	z_High School	Clerical	52	Private	$15,550	1	z_SUV	no	$0	0	No	2	1	Highly Urban/ Urban
9106	0	0.00000	0	43	2	12	$23,157	No	$115,249	Yes	M	z_High School	Clerical	27	Private	$14,230	1	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
9107	1	5314.00000	0	52	0	6	$115,075	No	$0	z_No	M	Bachelors	z_Blue Collar	23	Commercial	$18,210	1	Van	yes	$7,619	1	No	3	1	Highly Urban/ Urban
9108	1	3917.00000	0	19	1	8	$37,536	Yes	$0	z_No	z_F	Bachelors	Professional	53	Private	$22,810	10	Pickup	no	$4,686	1	No	10	1	Highly Urban/ Urban
9109	0	0.00000	0	34	3	13	$20,299	No	$66,016	Yes	z_F	z_High School	Home Maker	45	Private	$4,900	1	Sports Car	no	$0	0	No	4	1	z_Highly Rural/ Rural
9110	0	0.00000	0	44	0	11	$36,570	No	$150,122	z_No	M	z_High School	z_Blue Collar	9	Commercial	$9,560	13	Pickup	yes	$29,233	2	No	5	10	Highly Urban/ Urban
9111	0	0.00000	1	45	2	14	$107,663	No	$389,586	Yes	z_F	Masters	Lawyer	47	Private	$15,300	4	Minivan	no	$26,455	1	No	5	19	Highly Urban/ Urban
9112	0	0.00000	0	51	0	16	$36,451	No	$138,535	Yes	M	z_High School	z_Blue Collar	68	Commercial	$7,900	11	Pickup	yes	$0	0	No	0	1	z_Highly Rural/ Rural
9113	0	0.00000	0	41	2	11	$44,972	No	$128,494	Yes	z_F	z_High School	Professional	11	Private	$26,270	1	Sports Car	no	$0	0	No	6	1	Highly Urban/ Urban
9114	0	0.00000	0	36	2	14	$58,839	No	$170,516	Yes	M	Masters		27	Commercial	$7,380	1	Pickup	no	$22,419	2	Yes	3	13	Highly Urban/ Urban
9116	0	0.00000	0	47	0	12	$80,232	No	$0	z_No	M	PhD	Doctor	32	Private	$6,200	6	Minivan	yes	$6,685	2	No	0	16	Highly Urban/ Urban
9119	0	0.00000	0	57	0	8	$106,584	No	$297,358	Yes	z_F	Masters	Lawyer	18	Private	$17,380	3	z_SUV	no	$0	0	Yes	0	NA	Highly Urban/ Urban
9121	1	4546.00000	0	28	0	9	$36,113	No	$187,871	z_No	M	Bachelors	z_Blue Collar	75	Commercial	$9,240	4	Pickup	yes	$5,065	2	No	5	8	Highly Urban/ Urban
9122	0	0.00000	0	52	0	9	$89,124	No	$250,040	Yes	z_F	PhD	Doctor	17	Private	$15,610	6	z_SUV	no	$0	0	No	0	13	Highly Urban/ Urban
9123	0	0.00000	0	48	0	10	$55,934	No		z_No	z_F	Bachelors	Professional	38	Private	$23,900	6	Pickup	no	$8,804	3	No	3	7	Highly Urban/ Urban
9125	0	0.00000	0	50	0	11	$224,408	No	$523,039	z_No	z_F	PhD		33	Commercial	$28,940	4	Pickup	no	$0	0	No	0	22	Highly Urban/ Urban
9126	0	0.00000	0	43	0	11	$59,026	No	$0	z_No	z_F	z_High School	z_Blue Collar	45	Commercial	$11,700	6	Minivan	no	$4,449	2	No	0	1	Highly Urban/ Urban
9127	0	0.00000	0	70	0	14	$78,170	No	$285,826	z_No	M	PhD	Manager	40	Private	$14,940	6	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
9129	1	5571.00000	1	36	4	13	$31,259	No	$145,148	Yes	M	<High School	z_Blue Collar	32	Commercial	$21,510	14	Van	no	$3,719	1	No	0	8	Highly Urban/ Urban
9130	1	4703.00000	0	39	0	8	$48,490	No	$195,777	z_No	z_F	Bachelors	z_Blue Collar	39	Commercial	$15,180	4	z_SUV	no	$3,893	1	No	0	9	Highly Urban/ Urban
9131	1	1467.00000	0	48	0	14	$82,885	No	$0	z_No	M	Bachelors	Manager	60	Private	$21,340	1	Minivan	no	$0	0	No	1	13	Highly Urban/ Urban
9132	1	3968.00000	0	47	0	0	$0	No	$0	z_No	M	<High School	Student	25	Private	$17,890	6	Van	no	$0	0	No	0	5	Highly Urban/ Urban
9133	0	0.00000	0	47	0	13	$166,359	No	$386,052	Yes	z_F	PhD	Doctor	41	Private	$10,250	3	z_SUV	no	$0	0	No	2	17	Highly Urban/ Urban
9134	0	0.00000	0	48	0	13	$90,971	No		z_No	M	PhD	Doctor	39	Private	$14,630	4	Minivan	no	$0	0	No	2	16	Highly Urban/ Urban
9137	1	1100.00000	0	55	0	13	$32,880	No	$197,778	Yes	M	<High School	z_Blue Collar	27	Commercial	$4,790	11	Pickup	yes	$0	0	No	3	1	Highly Urban/ Urban
9139	1	18391.57454	0	42	2	17	$54,427	Yes	$0	z_No	z_F	Bachelors	Manager	29	Private	$5,700	1	Sports Car	no	$0	0	No	2	7	Highly Urban/ Urban
9140	0	0.00000	0	48	0	12	$98,735	No	$304,410	Yes	M	Masters		14	Commercial	$32,250	10	Panel Truck	yes	$4,159	2	No	3	NA	Highly Urban/ Urban
9141	0	0.00000	0	38	0	NA	$3,136	No	$0	z_No	M	<High School	Student	39	Commercial	$14,230	1	Minivan	yes	$0	0	No	0	8	Highly Urban/ Urban
9142	0	0.00000	0	30	2	14	$110,913	No	$305,472	Yes	M	Bachelors	z_Blue Collar	40	Commercial	$4,500	7	Pickup	yes	$0	0	No	2	11	Highly Urban/ Urban
9143	0	0.00000	0	56	0	13	$102,385	No	$254,408	Yes	z_F	Bachelors	z_Blue Collar	51	Private	$22,500	1	Minivan	no	$0	0	No	1	10	z_Highly Rural/ Rural
9144	0	0.00000	0	42	1	11	$200,928	No	$513,817	Yes	M	PhD	Manager	13	Private	$29,950	1	Minivan	yes	$0	0	No	0	NA	Highly Urban/ Urban
9145	1	3096.00000	0	30	3	0	$0	Yes	$0	z_No	z_F	<High School	Home Maker	49	Private	$6,130	9	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
9146	0	0.00000	0	55	0	10	$3,083	No	$64,682	Yes	M	Masters	Manager	46	Private	$7,310	10	Pickup	yes	$0	0	No	1	10	Highly Urban/ Urban
9147	0	0.00000	0	41	0	NA	$119,109	No	$0	z_No	M	Masters	Lawyer	39	Private	$21,890	4	Minivan	yes	$0	0	No	0	18	z_Highly Rural/ Rural
9148	0	0.00000	0	44	2	15	$85,472	Yes	$310,143	z_No	z_F	Bachelors	Manager	51	Private	$28,640	1	Sports Car	no	$7,537	1	No	0	9	Highly Urban/ Urban
9149	0	0.00000	2	39	2	11	$25,687	No	$106,801	Yes	z_F	z_High School	z_Blue Collar	49	Commercial	$7,970	6	z_SUV	no	$0	0	No	1	1	z_Highly Rural/ Rural
9150	0	0.00000	0	40	0	7	$120,419	No	$341,539	Yes	M	Masters	Lawyer	29	Private	$14,130	4	Minivan	no	$0	0	No	2	11	Highly Urban/ Urban
9151	0	0.00000	0	68	0	15	$45,033	No	$0	Yes	M	z_High School	Student	5	Private	$8,400	4	Sports Car	yes	$36,622	2	No	8	NA	z_Highly Rural/ Rural
9152	0	0.00000	0	48	0	8		No	$217,532	z_No	M	PhD		9	Commercial	$12,080	1	Pickup	yes	$0	0	No	2	16	Highly Urban/ Urban
9153	1	5937.00000	0	36	0	11	$104,424	No		z_No	z_F	Masters	Manager	43	Private	$13,190	6	z_SUV	no	$6,032	3	No	2	12	Highly Urban/ Urban
9154	0	0.00000	0	33	1	12	$45,808	No	$130,901	Yes	M	Masters		5	Commercial	$19,410	3	Van	yes	$922	2	No	4	NA	Highly Urban/ Urban
9155	0	0.00000	2	42	2	11	$114,277	No	$307,203	Yes	M	Masters	Lawyer	6	Private	$15,620	10	Minivan	yes	$0	0	No	0	14	Highly Urban/ Urban
9156	0	0.00000	0	48	0	6	$105,356	No		Yes	M	Bachelors	Professional	55	Private	$16,840	9	Van	yes	$0	0	No	1	8	Highly Urban/ Urban
9158	0	0.00000	0	45	0	9	$96,599	No	$306,391	Yes	M	Bachelors	Professional	42	Commercial	$22,940	7	Panel Truck	yes	$6,292	1	No	2	NA	Highly Urban/ Urban
9159	0	0.00000	0	29	2	12	$109,719	Yes	$0	z_No	z_F	Masters	Manager	28	Private	$21,160	16	z_SUV	no	$6,091	3	No	3	16	Highly Urban/ Urban
9160	0	0.00000	0	49	0	12	$68,593	No	$224,750	Yes	z_F	z_High School	z_Blue Collar	29	Commercial	$14,760	11	z_SUV	no	$0	0	No	1	1	z_Highly Rural/ Rural
9161	0	0.00000	0	49	0	NA	$67,359	No	$234,148	z_No	M	Masters	Lawyer	6	Private	$13,140	10	Minivan	no	$0	0	No	0	12	Highly Urban/ Urban
9162	1	8362.00000	0	57	0	13	$26,634	No	$167,976	Yes	M	z_High School	Clerical	38	Commercial	$4,980	4	Pickup	no	$7,795	2	No	7	9	Highly Urban/ Urban
9163	0	0.00000	0	47	0	12	$136,130	No	$0	z_No	M	PhD	Doctor	46	Private	$15,110	4	Minivan	yes	$0	0	No	0	16	Highly Urban/ Urban
9164	0	0.00000	0	27	1	0	$0	No	$91,135	Yes	z_F	Bachelors	Home Maker	48	Private	$20,570	6	z_SUV	no	$0	0	No	3	9	z_Highly Rural/ Rural
9165	1	262.03854	0	39	4	12		No	$0	Yes	z_F	z_High School	Student	18	Private	$5,400	1	z_SUV	no	$2,781	3	No	0	NA	Highly Urban/ Urban
9166	0	0.00000	0	51	0	16	$24,119	No	$123,904	Yes	M	z_High School	z_Blue Collar	49	Commercial	$14,760	3	Minivan	yes	$935	3	No	3	10	Highly Urban/ Urban
9167	0	0.00000	0	33	3	10	$22,343	No		Yes	M	Bachelors	Clerical	5	Private	$7,030	1	Pickup	yes	$1,717	2	No	0	9	Highly Urban/ Urban
9168	1	12588.26453	0	44	3	17	$35,066	Yes	$0	z_No	z_F	z_High School	Clerical	47	Private	$18,880	4	z_SUV	no	$37,642	3	Yes	6	1	Highly Urban/ Urban
9169	0	0.00000	0	46	0	11	$57,209	No	$214,461	Yes	M	Masters	Lawyer	24	Private	$6,100	1	Minivan	yes	$5,334	3	No	5	18	Highly Urban/ Urban
9170	1	629.00000	0	44	2	17	$66,200	Yes	$223,960	z_No	z_F	Bachelors	Manager	53	Private	$17,260	13	z_SUV	no	$0	0	No	1	9	Highly Urban/ Urban
9171	0	0.00000	0	55	0	11	$127,755	No	$354,569	Yes	z_F	Bachelors	z_Blue Collar	39	Commercial	$37,670	10	Minivan	no	$0	0	No	0	10	Highly Urban/ Urban
9172	0	0.00000	0	41	0	12	$23,327	No	$147,099	z_No	z_F	Bachelors	Home Maker	25	Private	$13,460	6	Sports Car	no	$27,632	2	No	8	11	Highly Urban/ Urban
9173	1	5771.00000	0	30	2	10	$34,586	Yes	$0	z_No	M	z_High School	Clerical	38	Private	$10,130	7	Pickup	no	$28,174	2	Yes	7	NA	Highly Urban/ Urban
9174	0	0.00000	0	43	0	9	$101,805	No	$0	z_No	M	Bachelors	Professional	50	Commercial	$35,240	6	Panel Truck	yes	$34,646	2	Yes	4	14	Highly Urban/ Urban
9175	1	5255.00000	0	28	3	0	$0	Yes	$0	z_No	z_F	z_High School	Student	39	Private	$4,300	7	Sports Car	no	$0	0	No	0	6	Highly Urban/ Urban
9177	1	4760.19893	0	35	3	15	$31,407	Yes	$119,496	z_No	z_F	<High School	Clerical	9	Private	$8,140	1	z_SUV	no	$0	0	Yes	0	NA	Highly Urban/ Urban
9178	1	839.00000	0	57	3	12	$118,155	Yes	$0	z_No	z_F	<High School	z_Blue Collar	43	Private	$40,520	4	z_SUV	no	$0	0	No	4	6	Highly Urban/ Urban
9179	0	0.00000	0	41	0	13	$42,206	No	$0	z_No	z_F	Masters	Lawyer	35	Private	$18,460	10	z_SUV	no	$5,274	2	No	10	18	Highly Urban/ Urban
9180	0	0.00000	0	45	3	15	$39,055	No	$133,294	Yes	z_F	z_High School	Manager	17	Private	$9,910	10	Sports Car	no	$5,762	5	No	6	1	Highly Urban/ Urban
9181	0	0.00000	0	46	0	13	$57,323	No	$0	z_No	z_F	Bachelors	Professional	17	Private	$8,780	6	Minivan	no	$0	0	No	2	6	Highly Urban/ Urban
9182	0	0.00000	0	51	0	9	$50,166	No	$187,297	z_No	M	z_High School	z_Blue Collar	32	Commercial	$11,620	6	Minivan	no	$33,864	3	No	5	1	Highly Urban/ Urban
9184	0	0.00000	0	51	0	9	$112,674	No	$312,871	Yes	z_F	Bachelors	z_Blue Collar	59	Private	$12,770	6	z_SUV	no	$0	0	Yes	0	9	z_Highly Rural/ Rural
9185	0	0.00000	0	58	0	13	$34,136	No	$163,417	Yes	M	<High School	z_Blue Collar	28	Private	$17,000	7	Van	yes	$26,749	1	Yes	4	1	Highly Urban/ Urban
9186	0	0.00000	0	57	0	0		No	$472,122	Yes	M	PhD		31	Commercial	$7,200	4	Pickup	no	$2,059	3	No	2	15	Highly Urban/ Urban
9189	0	0.00000	0	52	0	14	$78,271	No	$274,598	z_No	M	PhD		38	Commercial	$27,400	6	Panel Truck	no	$7,337	4	No	5	13	Highly Urban/ Urban
9191	0	0.00000	0	48	0	10	$11,067	No	$0	z_No	z_F	<High School	Student	47	Private	$7,410	4	Sports Car	no	$0	0	No	3	7	z_Highly Rural/ Rural
9192	0	0.00000	1	41	3	16	$5,316	No	$62,643	Yes	z_F	Bachelors	Home Maker	30	Private	$9,160	6	z_SUV	no	$0	0	Yes	0	8	Highly Urban/ Urban
9193	0	0.00000	0	32	0	12	$14,846	No	$0	z_No	M	<High School	Clerical	40	Commercial	$22,330	3	Van	yes	$0	0	No	2	1	z_Highly Rural/ Rural
9194	0	0.00000	0	47	0	0	$0	No	$0	z_No	z_F	PhD	Home Maker	32	Private	$19,860	1	Minivan	no	$0	0	No	0	10	z_Highly Rural/ Rural
9195	0	0.00000	0	29	2	13	$75,468	Yes	$0	z_No	z_F	Bachelors	Professional	24	Private	$13,140	4	Pickup	no	$0	0	No	2	10	Highly Urban/ Urban
9196	0	0.00000	0	50	0	8	$55,172	No	$176,835	Yes	M	Bachelors	z_Blue Collar	33	Commercial	$12,020	20	Pickup	yes	$0	0	No	1	16	Highly Urban/ Urban
9198	0	0.00000	0	65	0	11	$131,548	No	$379,682	Yes	z_F	z_High School	Professional	37	Private	$23,930	10	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
9199	1	2933.00000	0	53	0	13	$117,470	No	$357,727	Yes	z_F	Masters	Manager	50	Private	$14,580	1	Sports Car	no	$47,097	3	Yes	0	18	Highly Urban/ Urban
9202	0	0.00000	0	49	0	NA	$94,283	No	$270,384	Yes	M	Masters		35	Commercial	$29,550	1	Panel Truck	yes	$0	0	No	1	19	z_Highly Rural/ Rural
9204	1	1497.00000	0	57	0	11	$128,441	No	$374,931	Yes	M	PhD		29	Commercial	$20,040	1	Van	yes	$6,713	3	No	7	14	Highly Urban/ Urban
9205	1	4530.00000	2	56	3	16	$55,380	Yes	$0	z_No	M	z_High School	z_Blue Collar	18	Commercial	$11,100	1	Minivan	no	$6,164	1	No	7	1	Highly Urban/ Urban
9206	0	0.00000	0	52	0	10		No	$180,747	Yes	z_F	Bachelors	Professional	20	Commercial	$19,930	3	Pickup	no	$0	0	No	2	13	Highly Urban/ Urban
9207	0	0.00000	0	58	2	12	$116,948	No	$350,971	Yes	M	Masters	Lawyer	54	Private	$18,990	1	Van	yes	$0	0	No	0	20	Highly Urban/ Urban
9208	0	0.00000	0	43	2	12	$23,157	No	$115,249	Yes	M	z_High School	Clerical	27	Private	$8,120	1	Minivan	no	$0	0	No	7	1	z_Highly Rural/ Rural
9209	0	0.00000	2	43	3	9	$25,934	Yes	$0	z_No	z_F	z_High School	Clerical	46	Private	$28,580	6	Minivan	no	$0	0	No	0	7	z_Highly Rural/ Rural
9210	0	0.00000	0	54	0	NA	$50,705	No	$240,155	Yes	M	Bachelors	z_Blue Collar	43	Commercial	$31,410	3	Panel Truck	yes	$0	0	Yes	0	11	Highly Urban/ Urban
9211	0	0.00000	0	45	0	8	$55,060	No	$0	z_No	M	<High School	z_Blue Collar	52	Commercial	$27,660	6	Panel Truck	no	$0	0	No	0	8	z_Highly Rural/ Rural
9215	0	0.00000	0	48	0	12	$44,895	No	$139,265	Yes	M	z_High School	z_Blue Collar	57	Commercial	$30,470	1	Minivan	yes	$6,313	3	No	3	8	Highly Urban/ Urban
9216	1	1909.00000	0	46	0	12	$49,917	No	$182,126	Yes	z_F	<High School	z_Blue Collar	36	Private	$18,640	10	z_SUV	no	$0	0	No	2	8	Highly Urban/ Urban
9218	0	0.00000	0	42	3	17	$32,038	No	$156,632	Yes	z_F	Bachelors	Clerical	44	Private	$20,880	17	Sports Car	no	$8,260	2	No	1	9	Highly Urban/ Urban
9222	0	0.00000	2	39	3	10	$46,491	Yes	$0	z_No	M	<High School	z_Blue Collar	22	Commercial	$23,550	4	Panel Truck	no	$1,823	3	No	4	1	z_Highly Rural/ Rural
9223	1	2887.00000	0	55	0	12	$27,688	No	$0	z_No	M	z_High School	z_Blue Collar	20	Commercial	$16,760	3	Van	yes	$7,369	1	No	3	8	Highly Urban/ Urban
9224	0	0.00000	0	46	0	NA	$30,111	No	$164,877	z_No	M	<High School	z_Blue Collar	28	Private	$19,780	1	Van	yes	$8,863	1	No	3	1	Highly Urban/ Urban
9225	0	0.00000	2	45	2	NA	$20,045	No	$160,500	Yes	z_F	<High School	z_Blue Collar	5	Private	$3,500	10	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
9226	1	6763.00000	0	27	1	9	$10,405	Yes	$0	z_No	z_F	<High School	z_Blue Collar	39	Private	$15,840	6	Sports Car	no	$32,477	2	Yes	1	NA	Highly Urban/ Urban
9227	0	0.00000	0	45	2	NA	$100,335	No	$286,248	Yes	M	PhD	Lawyer	36	Private	$16,030	10	Minivan	yes	$0	0	No	0	12	Highly Urban/ Urban
9228	1	7099.00000	0	38	3	17	$77,830	No	$157,793	Yes	z_F	z_High School	z_Blue Collar	58	Commercial	$11,630	7	z_SUV	no	$0	0	No	2	11	Highly Urban/ Urban
9229	0	0.00000	0	46	0	2	$102,253	No	$265,759	z_No	M	Bachelors	Manager	27	Commercial	$22,900	6	Panel Truck	no	$4,842	1	No	6	13	Highly Urban/ Urban
9230	0	0.00000	0	35	2	NA	$43,196	No	$166,154	Yes	z_F	Masters	Lawyer	22	Private	$5,000	3	Sports Car	no	$0	0	No	0	15	Highly Urban/ Urban
9231	1	6062.00000	0	57	0	13	$51,343	No	$175,607	Yes	z_F	Bachelors	Professional	22	Private	$15,440	10	z_SUV	no	$1,125	1	No	4	11	Highly Urban/ Urban
9232	0	0.00000	0	41	0	2	$187,284	No		z_No	M	Masters		32	Commercial	$11,360	6	Pickup	no	$4,538	2	No	4	12	Highly Urban/ Urban
9233	0	0.00000	0	52	0	11	$78,322	No	$0	z_No	z_F	Bachelors	Manager	20	Private	$14,230	18	Minivan	no	$0	0	No	1	13	Highly Urban/ Urban
9234	0	0.00000	0	52	0	NA	$152,004	No	$406,183	Yes	z_F	Masters	Lawyer	29	Private	$21,900	10	Minivan	no	$0	0	No	3	1	z_Highly Rural/ Rural
9235	1	3138.39809	0	34	1	11	$45,843	No	$158,708	Yes	z_F	<High School	z_Blue Collar	12	Private	$19,980	21	z_SUV	no	$0	0	Yes	0	5	Highly Urban/ Urban
9236	0	0.00000	0	68	0	0	$0	No	$129,914	z_No	z_F	<High School	Home Maker	41	Private	$8,300	1	Sports Car	no	$0	0	No	1	1	z_Highly Rural/ Rural
9238	0	0.00000	0	42	0	NA	$107,562	No	$281,386	Yes	z_F	Bachelors	Manager	36	Private	$5,700	7	z_SUV	no	$971	2	No	4	15	Highly Urban/ Urban
9239	1	5094.00000	0	28	3	0	$0	No	$0	Yes	z_F	z_High School	Student	45	Private	$4,950	1	z_SUV	no	$8,438	1	No	4	6	Highly Urban/ Urban
9242	1	1525.00000	0	47	0	7	$76,901	No	$229,973	z_No	z_F	Masters	Lawyer	34	Private	$18,680	6	z_SUV	no	$0	0	No	0	17	Highly Urban/ Urban
9243	0	0.00000	0	44	1	0	$0	No	$0	Yes	M	Bachelors	Student	12	Private	$1,500	4	Minivan	no	$0	0	No	1	6	z_Highly Rural/ Rural
9244	0	0.00000	0	48	0	7	$68,521	No	$0	z_No	z_F	z_High School	Clerical	18	Private	$6,300	16	Sports Car	no	$0	0	Yes	1	10	z_Highly Rural/ Rural
9245	1	4743.00000	0	58	0	13	$72,840	No	$277,784	Yes	z_F	Bachelors	Professional	20	Commercial	$27,830	6	Van	no	$3,589	1	No	7	10	Highly Urban/ Urban
9246	0	0.00000	0	48	0	0	$0	No	$105,542	Yes	z_F	z_High School	Home Maker	24	Private	$6,920	1	z_SUV	no	$0	0	No	2	1	Highly Urban/ Urban
9247	1	2362.89303	1	43	1	10	$90,610	No	$260,271	Yes	M	Bachelors	Professional	38	Private	$21,090	6	Van	no	$1,942	1	No	6	6	Highly Urban/ Urban
9249	0	0.00000	0	53	0	9	$8,712	No	$139,250	Yes	z_F	Masters	Home Maker	39	Private	$6,800	3	z_SUV	no	$0	0	No	0	10	z_Highly Rural/ Rural
9250	0	0.00000	0	47	0	10		No	$392,131	z_No	M	Masters		30	Commercial	$29,650	1	Panel Truck	yes	$4,256	1	No	2	15	Highly Urban/ Urban
9251	1	4398.00000	1	41	2	6	$52,942	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	25	Commercial	$24,980	1	Pickup	no	$10,023	2	No	2	9	Highly Urban/ Urban
9252	0	0.00000	0	48	0	14	$114,544	No	$326,091	Yes	M	PhD		19	Commercial	$9,910	7	Pickup	no	$6,555	4	No	0	11	Highly Urban/ Urban
9254	0	0.00000	0	30	1	12	$51,110	Yes	$176,252	z_No	z_F	<High School	z_Blue Collar	30	Private	$12,350	4	Sports Car	no	$7,884	3	No	2	7	Highly Urban/ Urban
9255	0	0.00000	0	49	0	12	$146,639	No	$373,860	Yes	z_F	Masters	Lawyer	34	Private	$21,060	6	Minivan	no	$0	0	No	0	10	Highly Urban/ Urban
9256	1	4023.00000	0	36	0	NA	$158	No	$0	Yes	M	z_High School	Student	33	Private	$18,270	1	Minivan	yes	$8,187	3	No	0	NA	Highly Urban/ Urban
9257	1	6882.00000	0	38	2	11	$23,636	Yes	$98,166	z_No	M	z_High School	Clerical	6	Commercial	$4,800	14	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
9258	0	0.00000	0	40	2	16	$62,024	No	$233,053	Yes	M	Bachelors	Professional	35	Commercial	$11,700	6	Pickup	yes	$7,507	3	No	4	12	Highly Urban/ Urban
9260	0	0.00000	0	53	0	11	$197,036	No	$498,667	z_No	z_F	PhD	Lawyer	42	Private	$26,500	11	Pickup	no	$0	0	No	0	20	Highly Urban/ Urban
9261	0	0.00000	0	48	0	NA	$84,426	No		Yes	M	Bachelors	z_Blue Collar	40	Commercial	$14,740	4	Minivan	no	$2,878	2	No	4	10	Highly Urban/ Urban
9262	0	0.00000	0	53	0	0	$0	No	$0	z_No	z_F	Bachelors	Student	35	Commercial	$21,200	3	z_SUV	no	$0	0	No	1	11	Highly Urban/ Urban
9263	1	3350.00000	0	51	0	6	$72,037	No	$0	z_No	M	z_High School	Manager	13	Commercial	$19,980	4	Van	yes	$0	0	No	0	8	Highly Urban/ Urban
9264	0	0.00000	0	51	0	0	$0	No	$90,777	z_No	z_F	Bachelors	Home Maker	61	Private	$6,600	9	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
9265	0	0.00000	0	46	0	13	$153,199	No	$370,944	Yes	M	z_High School	z_Blue Collar	17	Commercial	$17,520	9	Van	no	$4,636	3	No	4	9	Highly Urban/ Urban
9266	0	0.00000	0	54	0	9	$120,141	No	$0	z_No	z_F	PhD	Doctor	13	Private	$25,690	4	Pickup	no	$0	0	No	0	16	Highly Urban/ Urban
9268	1	2902.00000	1	44	2	10	$2,141	No		Yes	M	z_High School	Student	53	Commercial	$10,070	1	Pickup	no	$40,958	1	Yes	1	1	Highly Urban/ Urban
9269	0	0.00000	0	53	0	12	$91,516	No	$276,176	Yes	z_F	Masters	Professional	17	Private	$17,830	1	z_SUV	no	$6,700	3	No	3	9	Highly Urban/ Urban
9270	0	0.00000	0	43	0	12		No	$0	z_No	M	Bachelors	Professional	56	Private	$14,310	10	Minivan	yes	$0	0	No	3	1	z_Highly Rural/ Rural
9272	0	0.00000	0	35	0	12	$52,216	No	$0	z_No	M	z_High School	z_Blue Collar	29	Private	$10,220	1	Pickup	yes	$0	0	Yes	0	1	z_Highly Rural/ Rural
9274	1	3398.00000	0	59	0	9	$51,425	No	$189,235	Yes	z_F	z_High School	z_Blue Collar	19	Commercial	$12,540	1	z_SUV	no	$0	0	No	3	1	Highly Urban/ Urban
9275	0	0.00000	0	51	0	6	$102,135	No	$282,192	z_No	z_F	Masters	Lawyer	16	Private	$29,070	1	z_SUV	no	$0	0	No	0	15	Highly Urban/ Urban
9276	0	0.00000	0	28	2	0		No	$0	Yes	M	z_High School	Student	22	Private	$4,300	1	Minivan	no	$8,800	3	No	3	6	Highly Urban/ Urban
9277	1	2637.00000	0	47	0	13	$50,323	No	$183,327	Yes	M	<High School	z_Blue Collar	5	Private	$7,620	1	Minivan	no	$5,513	2	No	1	1	Highly Urban/ Urban
9278	1	6764.00000	0	42	0	14	$41,901	No	$0	z_No	z_F	Masters	Home Maker	35	Private	$17,520	6	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
9279	1	13606.81395	0	36	0	8	$28,591	No	$0	z_No	z_F	z_High School	Clerical	29	Private	$5,000	13	Sports Car	no	$0	0	Yes	0	1	Highly Urban/ Urban
9280	1	1633.72581	0	39	0	10	$39,512	No	$0	z_No	z_F	z_High School	z_Blue Collar	29	Commercial	$7,660	10	z_SUV	no	$2,054	2	No	1	1	Highly Urban/ Urban
9281	0	0.00000	0	39	0	10	$53,918	No	$156,830	Yes	M	Bachelors	z_Blue Collar	42	Commercial	$10,880	4	Pickup	yes	$0	0	No	0	12	Highly Urban/ Urban
9282	0	0.00000	0	46	0	12	$67,381	No	$226,928	Yes	z_F	Masters	Lawyer	34	Private	$27,630	4	Pickup	no	$6,149	3	No	4	10	Highly Urban/ Urban
9283	0	0.00000	0	35	2	12	$110,312	Yes	$0	z_No	z_F	PhD	Doctor	43	Private	$14,070	6	Minivan	no	$778	1	No	4	18	Highly Urban/ Urban
9284	1	13787.40978	1	43	2	9	$23,035	Yes	$0	z_No	z_F	z_High School	Clerical	62	Private	$15,250	12	z_SUV	no	$2,213	3	No	2	6	Highly Urban/ Urban
9286	1	3304.00000	0	48	0	13	$34,313	No		Yes	M	<High School	z_Blue Collar	50	Commercial	$10,300	1	Pickup	yes	$0	0	No	8	6	Highly Urban/ Urban
9287	0	0.00000	0	38	0	6	$172,670	No	$455,410	Yes	M	Masters		41	Commercial	$21,900	11	Van	no	$0	0	No	0	9	Highly Urban/ Urban
9288	0	0.00000	0	46	0	0	$0	No	$59,722	Yes	z_F	Bachelors	Home Maker	54	Private	$6,140	1	z_SUV	no	$0	0	No	1	9	z_Highly Rural/ Rural
9289	0	0.00000	2	56	3	16	$127,361	No	$405,729	Yes	M	Masters		12	Private	$13,530	1	Minivan	no	$7,068	2	No	0	13	Highly Urban/ Urban
9292	1	6005.00000	0	63	0	0	$0	No	$89,932	Yes	z_F	PhD	Home Maker	36	Private	$14,590	10	z_SUV	no	$7,540	3	No	4	19	Highly Urban/ Urban
9295	1	5077.00000	0	33	1	12	$54,480	Yes	$180,381	z_No	M	z_High School	z_Blue Collar	48	Commercial	$10,250	6	Pickup	yes	$31,332	5	Yes	5	11	Highly Urban/ Urban
9296	0	0.00000	0	53	0	14	$58,354	No	$216,333	Yes	z_F	z_High School	z_Blue Collar	23	Commercial	$13,760	5	Sports Car	no	$0	0	No	0	8	z_Highly Rural/ Rural
9297	1	2582.00000	0	48	0	13	$70,682	No	$263,905	Yes	z_F	z_High School	z_Blue Collar	25	Commercial	$27,800	4	Pickup	no	$0	0	Yes	0	1	Highly Urban/ Urban
9298	0	0.00000	0	44	0	14	$98,369	No		z_No	z_F	z_High School	Manager	15	Commercial	$34,270	10	Pickup	no	$0	0	No	2	1	Highly Urban/ Urban
9299	0	0.00000	0	45	0	8	$81,547	No	$0	z_No	z_F	Bachelors	Professional	21	Private	$8,100	15	z_SUV	no	$0	0	No	0	8	Highly Urban/ Urban
9300	0	0.00000	0	50	0	10	$77,950	No	$241,690	z_No	M	PhD	Manager	5	Private	$20,210	3	Van	yes	$13,118	1	No	4	19	Highly Urban/ Urban
9303	1	2440.00000	0	51	0	13	$147,923	No	$388,763	Yes	M	Bachelors	Manager	5	Commercial	$26,470	1	Panel Truck	yes	$0	0	Yes	0	1	Highly Urban/ Urban
9304	0	0.00000	0	49	0	5	$86,211	No	$261,021	z_No	z_F	Bachelors	z_Blue Collar	71	Commercial	$8,170	6	Sports Car	no	$0	0	No	1	7	Highly Urban/ Urban
9305	0	0.00000	0	26	1	9	$31,270	No	$137,930	Yes	z_F	z_High School	Clerical	26	Private	$7,230	1	z_SUV	no	$0	0	No	0	12	z_Highly Rural/ Rural
9306	0	0.00000	0	35	2	12	$71,903	Yes	$261,075	z_No	M	z_High School	Professional	18	Private	$12,190	14	Pickup	no	$4,688	2	No	0	1	Highly Urban/ Urban
9307	0	0.00000	0	49	0	0	$0	No	$0	z_No	M	z_High School	Student	38	Commercial	$6,400	1	Pickup	yes	$0	0	Yes	0	9	z_Highly Rural/ Rural
9308	1	3884.00000	0	41	1	13	$24,660	No	$147,588	Yes	M	z_High School	Professional	25	Commercial	$16,230	1	Van	yes	$5,330	1	No	0	1	Highly Urban/ Urban
9309	0	0.00000	0	52	0	17	$232,280	No		Yes	z_F	PhD		33	Commercial	$49,880	6	Van	no	$1,482	2	No	5	NA	Highly Urban/ Urban
9310	0	0.00000	0	51	0	11	$201,146	No		z_No	z_F	Masters	Lawyer	52	Private	$19,350	10	Minivan	no	$0	0	No	0	21	Highly Urban/ Urban
9311	1	1157.00000	0	53	0	12	$46,396	No	$164,037	Yes	M	Bachelors	z_Blue Collar	29	Commercial	$22,340	10	Van	yes	$0	0	No	0	11	Highly Urban/ Urban
9313	1	1824.00000	0	48	0	12	$17,224	No	$106,948	Yes	M	<High School	Clerical	28	Commercial	$9,680	6	Pickup	yes	$0	0	No	1	9	Highly Urban/ Urban
9314	0	0.00000	2	42	2	11	$168,800	No	$425,375	Yes	M	PhD	Manager	13	Commercial	$30,610	1	Panel Truck	yes	$0	0	No	0	NA	Highly Urban/ Urban
9315	0	0.00000	0	57	0	13	$11,322	No	$0	z_No	z_F	<High School	Student	63	Private	$8,330	4	z_SUV	no	$5,732	1	No	7	6	z_Highly Rural/ Rural
9317	1	4454.23722	0	40	3	0	$0	Yes	$0	z_No	z_F	Bachelors	Student	38	Private	$6,690	3	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
9318	0	0.00000	0	28	3	NA	$33,900	No	$150,093	Yes	M	<High School	Clerical	40	Private	$15,870	1	Minivan	yes	$0	0	No	0	6	z_Highly Rural/ Rural
9320	0	0.00000	0	41	0	14		No	$177,692	z_No	M	Bachelors	Professional	26	Private	$17,580	10	Van	yes	$3,351	3	No	5	10	Highly Urban/ Urban
9321	0	0.00000	3	42	3	14	$75,288	No	$249,920	Yes	z_F	Bachelors	Professional	8	Private	$19,250	6	Minivan	no	$13,118	1	No	6	12	Highly Urban/ Urban
9322	0	0.00000	0	47	0	14	$58,568	No	$217,714	Yes	z_F	Masters	Lawyer	34	Private	$12,060	10	z_SUV	no	$873	3	No	4	17	Highly Urban/ Urban
9323	0	0.00000	0	66	2	15	$108,654	No	$328,868	Yes	M	Masters	Manager	22	Private	$11,460	4	z_SUV	yes	$0	0	No	2	11	Highly Urban/ Urban
9324	0	0.00000	0	36	2	16	$71,487	No	$248,456	Yes	z_F	Bachelors	Manager	24	Private	$5,100	4	Sports Car	no	$3,519	3	No	0	NA	Highly Urban/ Urban
9325	0	0.00000	0	45	1	15		No		Yes	z_F	z_High School	Clerical	51	Private	$26,310	7	Pickup	no	$0	0	No	2	1	z_Highly Rural/ Rural
9326	0	0.00000	0	48	0	0	$0	No	$137,446	z_No	z_F	Bachelors	Home Maker	51	Private	$17,630	1	z_SUV	no	$35,519	1	Yes	7	11	Highly Urban/ Urban
9327	1	4226.00000	0	39	0	0	$0	No	$0	Yes	z_F	z_High School	Student	55	Commercial	$5,400	5	Sports Car	no	$27,973	3	Yes	6	8	Highly Urban/ Urban
9329	0	0.00000	0	46	0	11	$73,085	No	$248,799	Yes	M	Bachelors	Manager	36	Private	$10,220	6	Minivan	yes	$0	0	No	0	7	Highly Urban/ Urban
9330	0	0.00000	0	58	0	NA	$38,435	No	$156,981	Yes	z_F	z_High School	Clerical	21	Commercial	$27,360	1	Pickup	no	$2,357	1	No	3	1	Highly Urban/ Urban
9332	0	0.00000	0	48	0	13	$132,869	No	$393,765	Yes	M	Masters		38	Commercial	$34,800	10	Panel Truck	no	$0	0	No	0	NA	z_Highly Rural/ Rural
9333	0	0.00000	0	63	0	13	$39,508	No	$192,734	Yes	M	Bachelors	z_Blue Collar	28	Commercial	$7,800	3	z_SUV	no	$0	0	No	0	11	Highly Urban/ Urban
9334	0	0.00000	0	41	0	13	$49,470	No	$0	z_No	M	Bachelors	Professional	21	Private	$10,550	1	Pickup	no	$2,987	2	No	2	12	Highly Urban/ Urban
9335	0	0.00000	0	48	0	11	$78,323	No	$223,445	z_No	M	Masters	Lawyer	46	Private	$14,130	1	Minivan	no	$7,517	2	No	6	17	Highly Urban/ Urban
9336	1	343.84783	0	61	2	16	$113,754	Yes	$354,907	z_No	z_F	Masters	Lawyer	44	Private	$19,560	1	Sports Car	no	$44,029	4	Yes	6	18	Highly Urban/ Urban
9337	1	2979.00000	1	37	3	14		Yes	$0	z_No	M	Bachelors	Professional	22	Private	$22,860	3	Minivan	yes	$1,361	2	No	6	13	Highly Urban/ Urban
9339	1	5548.00000	0	50	0	9	$76,091	No	$246,609	Yes	M	z_High School	z_Blue Collar	53	Commercial	$38,500	1	Panel Truck	yes	$0	0	No	1	1	Highly Urban/ Urban
9340	0	0.00000	0	54	0	15		No	$169,273	Yes	z_F	<High School	z_Blue Collar	22	Private	$10,490	1	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
9341	0	0.00000	0	42	0	7	$64,735	No	$0	z_No	M	Bachelors	z_Blue Collar	23	Commercial	$15,320	1	Minivan	yes	$0	0	No	0	10	Highly Urban/ Urban
9342	0	0.00000	0	37	0	10	$104,539	No	$314,427	Yes	M	Bachelors	z_Blue Collar	27	Commercial	$26,230	6	Minivan	yes	$5,046	2	No	2	14	Highly Urban/ Urban
9343	1	52489.75143	1	58	2	16	$108,047	No	$261,777	Yes	z_F	Bachelors	Professional	29	Private	$18,100	1	z_SUV	no	$4,646	2	No	3	10	Highly Urban/ Urban
9344	1	4600.00000	0	62	0	14	$144,823	No	$370,308	Yes	z_F	PhD	Doctor	17	Private	$22,180	4	Sports Car	no	$0	0	No	0	15	Highly Urban/ Urban
9345	0	0.00000	0	40	0	5	$18,539	No	$98,559	Yes	M	<High School	Clerical	45	Private	$9,390	6	Pickup	yes	$0	0	No	0	4	Highly Urban/ Urban
9346	0	0.00000	0	45	0	14	$58,369	No	$200,672	Yes	M	z_High School	Professional	49	Private	$20,480	10	Van	no	$0	0	No	0	1	Highly Urban/ Urban
9347	1	5084.00000	0	47	0	14	$28,750	No		z_No	z_F	<High School	z_Blue Collar	5	Private	$6,200	7	Minivan	no	$11,068	3	No	2	1	Highly Urban/ Urban
9348	0	0.00000	0	40	2	13	$39,793	Yes	$0	z_No	M	Bachelors	z_Blue Collar	29	Commercial	$12,780	4	Minivan	yes	$803	1	No	6	NA	Highly Urban/ Urban
9349	0	0.00000	0	42	2	11	$60,304	No	$215,405	Yes	z_F	z_High School	Professional	23	Private	$24,100	3	Minivan	no	$48,726	2	Yes	1	9	Highly Urban/ Urban
9351	1	5219.00000	0	60	0	13		No	$0	z_No	M	PhD		25	Commercial	$7,500	1	Pickup	no	$6,795	1	No	5	10	Highly Urban/ Urban
9352	0	0.00000	0	32	1	12		Yes	$0	z_No	M	Bachelors	z_Blue Collar	59	Commercial	$11,810	10	Pickup	yes	$0	0	Yes	0	8	z_Highly Rural/ Rural
9353	0	0.00000	0	44	0	5	$49,604	No	$175,392	Yes	M	z_High School	z_Blue Collar	22	Private	$6,640	19	Pickup	no	$0	0	No	1	6	Highly Urban/ Urban
9354	1	2358.00000	0	57	3	NA	$0	No	$51,038	Yes	z_F	z_High School	Student	32	Private	$16,720	1	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
9355	1	3921.00000	0	49	0	12	$55,015	No	$194,953	Yes	M	Bachelors	z_Blue Collar	23	Commercial	$6,400	4	Pickup	yes	$3,034	2	No	5	7	Highly Urban/ Urban
9357	0	0.00000	0	64	3	13	$50,166	No	$234,582	Yes	M	Masters	Manager	42	Private	$13,450	1	z_SUV	yes	$0	0	No	0	10	Highly Urban/ Urban
9358	0	0.00000	0	26	2	12	$9,828	Yes	$0	z_No	z_F	z_High School	Home Maker	46	Private	$5,080	3	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
9360	0	0.00000	0	35	2	0	$0	Yes	$0	z_No	M	z_High School	Student	13	Private	$15,840	14	Minivan	no	$4,665	2	No	6	1	Highly Urban/ Urban
9361	0	0.00000	0	50	0	15	$33,231	No	$181,556	z_No	M	<High School	z_Blue Collar	43	Private	$9,820	4	Minivan	yes	$0	0	No	0	3	z_Highly Rural/ Rural
9363	0	0.00000	0	54	0	9	$64,306	No	$245,459	Yes	M	Masters	Lawyer	38	Private	$12,630	6	Minivan	no	$0	0	No	2	NA	Highly Urban/ Urban
9365	0	0.00000	0	56	0	13	$113,370	No	$0	z_No	z_F	PhD		49	Commercial	$18,990	10	Pickup	no	$1,841	2	No	0	12	Highly Urban/ Urban
9366	1	2776.00000	0	51	0	9	$163,219	No	$0	z_No	M	Masters		26	Commercial	$11,940	3	Pickup	no	$0	0	No	1	20	Highly Urban/ Urban
9367	1	5317.00000	0	60	0	5	$17,461	No	$175,587	z_No	z_F	z_High School	Clerical	30	Private	$11,240	10	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
9368	0	0.00000	0	46	0	12	$160,642	No	$406,906	Yes	z_F	PhD	Professional	25	Commercial	$22,160	1	Pickup	no	$30,575	1	No	6	24	Highly Urban/ Urban
9369	0	0.00000	0	27	1	9	$26,096	Yes	$150,000	z_No	M	z_High School	Clerical	17	Private	$9,980	1	Minivan	no	$5,425	1	No	0	1	Highly Urban/ Urban
9371	0	0.00000	3	40	3	17	$42,466	No	$163,367	Yes	M	z_High School	z_Blue Collar	35	Commercial	$30,690	13	Panel Truck	yes	$0	0	No	0	5	Highly Urban/ Urban
9372	0	0.00000	0	49	0	11	$93,202	No	$285,990	Yes	z_F	Masters	Manager	30	Private	$15,720	1	z_SUV	no	$0	0	No	0	14	Highly Urban/ Urban
9373	1	2107.00000	0	47	0	11	$56,731	No	$213,116	Yes	z_F	z_High School	z_Blue Collar	26	Commercial	$7,170	1	Sports Car	no	$8,547	1	No	0	NA	Highly Urban/ Urban
9374	0	0.00000	0	52	0	11	$81,008	No	$216,655	Yes	M	Bachelors	Manager	22	Commercial	$24,830	4	Panel Truck	no	$11,193	4	No	4	14	Highly Urban/ Urban
9375	0	0.00000	0	42	3	14	$880	No	$0	Yes	z_F	z_High School	Student	43	Private	$10,890	6	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
9376	0	0.00000	0	31	1	11	$64,365	No		Yes	M	Masters	Manager	23	Private	$22,790	1	Minivan	yes	$0	0	No	4	16	Highly Urban/ Urban
9377	1	3332.00000	1	41	2	14	$77,432	Yes	$191,042	z_No	z_F	Bachelors	Professional	43	Private	$18,110	1	Minivan	no	$0	0	No	0	11	Highly Urban/ Urban
9378	0	0.00000	0	38	0	7	$74,705	No	$217,457	z_No	z_F	Bachelors	Professional	14	Private	$15,070	1	Minivan	no	$0	0	No	1	3	Highly Urban/ Urban
9379	0	0.00000	2	43	3	14	$31,713	No	$147,621	Yes	M	Masters		39	Commercial	$27,460	1	Panel Truck	yes	$3,594	1	No	3	11	Highly Urban/ Urban
9381	1	2024.00000	0	47	0	0	$0	No	$113,253	Yes	z_F	z_High School	Home Maker	5	Private	$6,200	1	Sports Car	no	$4,962	1	No	6	NA	Highly Urban/ Urban
9382	0	0.00000	0	54	0	15	$56,480	No	$167,638	Yes	z_F	Masters		61	Commercial	$27,640	4	Pickup	no	$0	0	No	0	9	Highly Urban/ Urban
9383	1	3277.97142	1	41	1	NA	$50,008	No	$219,814	Yes	z_F	<High School	Clerical	37	Private	$10,600	1	z_SUV	no	$9,995	1	No	0	1	Highly Urban/ Urban
9384	0	0.00000	0	54	1	13	$131,383	No	$371,652	Yes	z_F	Masters	Lawyer	25	Private	$11,940	1	z_SUV	no	$0	0	No	0	15	Highly Urban/ Urban
9385	0	0.00000	0	43	2	10	$49,982	Yes	$220,762	z_No	z_F	Bachelors	Professional	17	Private	$10,800	6	z_SUV	no	$0	0	No	0	NA	z_Highly Rural/ Rural
9387	0	0.00000	0	46	0	NA	$85,610	No	$254,647	z_No	M	Bachelors	Professional	5	Private	$14,660	10	Minivan	yes	$0	0	No	0	NA	Highly Urban/ Urban
9388	0	0.00000	0	51	0	11	$83,293	No	$261,529	Yes	z_F	Masters	Lawyer	62	Private	$19,620	6	z_SUV	no	$0	0	No	3	18	Highly Urban/ Urban
9389	1	6623.00000	0	27	3	8	$35,263	Yes	$0	z_No	z_F	z_High School	Clerical	10	Private	$20,150	6	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
9390	1	16802.65120	1	51	1	17	$48,882	No	$179,926	Yes	M	z_High School	Manager	35	Commercial	$11,510	6	Pickup	yes	$42,970	1	Yes	3	1	Highly Urban/ Urban
9391	1	3850.00000	0	46	0	0	$0	No	$0	z_No	z_F	z_High School	Home Maker	35	Private	$1,500	17	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
9392	1	5268.00000	1	46	0	13	$56,237	No	$210,027	Yes	M	z_High School	z_Blue Collar	42	Commercial	$7,440	1	z_SUV	no	$16,165	2	Yes	2	8	Highly Urban/ Urban
9393	0	0.00000	0	45	0	13	$15,249	No	$0	Yes	M	<High School	Student	24	Private	$29,370	1	Minivan	yes	$0	0	No	0	5	z_Highly Rural/ Rural
9395	0	0.00000	0	64	1	19	$4,143	No	$128,325	Yes	z_F	<High School	Clerical	46	Private	$4,890	1	Sports Car	no	$0	0	No	1	1	z_Highly Rural/ Rural
9396	0	0.00000	1	42	2	15	$84,505	No	$235,004	Yes	z_F	Masters	Lawyer	20	Private	$26,860	10	z_SUV	no	$8,161	2	No	9	11	Highly Urban/ Urban
9397	0	0.00000	0	50	0	7	$74,659	No	$238,299	Yes	M	Masters		29	Commercial	$23,680	6	Panel Truck	no	$36,136	2	No	4	15	Highly Urban/ Urban
9398	0	0.00000	0	32	3	15	$97,645	Yes	$328,265	z_No	z_F	Bachelors	Professional	87	Private	$20,900	1	z_SUV	no	$0	0	No	0	12	z_Highly Rural/ Rural
9399	0	0.00000	0	44	2	14	$62,721	No	$165,941	Yes	z_F	Bachelors	Professional	42	Private	$15,290	1	z_SUV	no	$24,878	1	No	4	4	Highly Urban/ Urban
9400	0	0.00000	1	37	2	15	$74,546	Yes	$0	z_No	M	Masters	Lawyer	12	Private	$15,180	3	Minivan	yes	$7,078	1	No	0	8	Highly Urban/ Urban
9401	1	4637.00000	0	46	0	12	$113,004	No	$323,383	Yes	M	Masters		15	Commercial	$29,370	3	Panel Truck	yes	$4,174	2	No	3	15	Highly Urban/ Urban
9402	0	0.00000	0	50	0	8	$43,379	No	$210,026	z_No	M	Bachelors	Manager	16	Private	$32,120	14	Minivan	yes	$0	0	No	0	12	Highly Urban/ Urban
9403	0	0.00000	0	54	0	14	$185,714	No	$462,340	Yes	z_F	PhD		56	Private	$24,610	6	z_SUV	no	$6,316	2	No	3	15	Highly Urban/ Urban
9404	0	0.00000	0	35	0	8	$59,387	No	$0	z_No	M	z_High School	Professional	24	Private	$20,140	7	Minivan	yes	$27,454	4	Yes	1	1	Highly Urban/ Urban
9405	0	0.00000	0	44	2	0	$0	No	$0	Yes	z_F	z_High School	Student	38	Private	$14,460	10	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
9406	0	0.00000	0	60	0	13	$13,684	No	$130,678	Yes	M	z_High School	Clerical	5	Private	$23,600	1	Minivan	no	$0	0	No	1	14	Highly Urban/ Urban
9408	1	6909.00000	0	46	0	0	$0	No	$0	z_No	M	Bachelors	Student	97	Commercial	$18,610	6	Van	no	$0	0	No	2	NA	z_Highly Rural/ Rural
9409	1	5854.00000	0	52	0	13		No	$145,692	Yes	M	Masters		28	Commercial	$16,530	1	Van	yes	$5,828	1	No	5	11	Highly Urban/ Urban
9410	1	838.00000	0	26	1	5	$49,485	No	$174,530	Yes	z_F	Bachelors	Clerical	23	Private	$17,800	8	Sports Car	no	$5,269	1	No	6	5	Highly Urban/ Urban
9412	1	3305.00000	0	57	0	13	$40,264	No	$0	z_No	M	z_High School	z_Blue Collar	57	Commercial	$19,260	6	Van	no	$0	0	Yes	3	6	Highly Urban/ Urban
9413	1	3621.00000	0	30	0	9	$34,581	No	$0	z_No	z_F	<High School	z_Blue Collar	51	Private	$16,110	1	Minivan	no	$3,062	1	No	1	1	Highly Urban/ Urban
9414	1	7558.00000	0	49	0	NA	$47,513	No	$0	z_No	M	Masters		16	Private	$7,620	6	Pickup	yes	$9,921	3	No	3	12	Highly Urban/ Urban
9415	0	0.00000	0	42	0	9	$17,631	No	$89,248	z_No	z_F	z_High School	Home Maker	35	Private	$9,250	4	Sports Car	no	$6,923	2	No	0	1	z_Highly Rural/ Rural
9416	0	0.00000	0	48	0	6		No	$158,622	Yes	M	z_High School	Clerical	40	Private	$9,950	18	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
9417	0	0.00000	0	61	3	11	$92,775	No	$294,708	Yes	z_F	Masters	Professional	50	Commercial	$10,390	4	Sports Car	no	$0	0	No	2	11	Highly Urban/ Urban
9418	0	0.00000	0	44	1	10	$65,914	Yes	$223,975	z_No	M	Bachelors	Manager	45	Private	$19,860	6	Van	yes	$3,474	1	No	3	8	Highly Urban/ Urban
9419	0	0.00000	0	46	0	NA	$0	No	$0	Yes	M	z_High School	Student	39	Commercial	$24,780	10	Panel Truck	yes	$6,781	2	No	0	9	z_Highly Rural/ Rural
9420	1	3386.00000	1	38	1	7	$64,160	Yes	$0	z_No	M	z_High School	z_Blue Collar	43	Private	$21,530	6	Van	no	$1,913	1	No	4	NA	Highly Urban/ Urban
9421	0	0.00000	0	38	2	11	$50,978	Yes	$201,696	z_No	M	Bachelors	Manager	5	Commercial	$25,080	3	Panel Truck	yes	$36,473	1	Yes	7	14	Highly Urban/ Urban
9424	0	0.00000	3	40	3	14	$31,067	No	$139,574	Yes	z_F	z_High School	Clerical	78	Private	$9,640	1	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
9425	0	0.00000	0	45	0	12	$52,822	No	$0	z_No	M	Masters	Lawyer	14	Private	$6,400	4	Minivan	yes	$0	0	No	0	12	Highly Urban/ Urban
9426	0	0.00000	0	42	2	13		No	$211,174	Yes	z_F	Bachelors	z_Blue Collar	45	Commercial	$5,700	11	Sports Car	no	$0	0	No	0	9	z_Highly Rural/ Rural
9427	0	0.00000	0	46	0	12	$49,917	No	$182,126	Yes	z_F	<High School	z_Blue Collar	36	Private	$18,980	14	z_SUV	no	$0	0	No	1	8	Highly Urban/ Urban
9428	0	0.00000	0	33	1	12	$51,179	No	$221,920	Yes	M	Bachelors	Clerical	5	Commercial	$19,050	4	Van	no	$0	0	No	0	9	z_Highly Rural/ Rural
9430	0	0.00000	0	36	0	8	$6,848	No	$0	Yes	z_F	z_High School	Student	46	Private	$15,020	1	Minivan	no	$0	0	No	0	4	z_Highly Rural/ Rural
9431	0	0.00000	0	51	0	13	$107,209	No	$258,855	Yes	z_F	PhD		58	Commercial	$17,320	1	Pickup	no	$0	0	No	2	11	Highly Urban/ Urban
9432	0	0.00000	0	38	3	16	$16,596	No	$86,339	Yes	z_F	<High School	Clerical	47	Private	$7,120	13	Sports Car	no	$0	0	No	0	NA	z_Highly Rural/ Rural
9434	0	0.00000	0	63	0	12	$50,134	No	$162,253	Yes	M	Bachelors	Professional	45	Private	$14,960	1	Minivan	no	$33,390	2	Yes	4	8	Highly Urban/ Urban
9435	1	2818.00000	0	54	0	13	$39,480	No	$0	z_No	z_F	Bachelors	Clerical	41	Private	$22,610	1	z_SUV	no	$0	0	No	4	9	Highly Urban/ Urban
9436	0	0.00000	0	48	0	12	$7,535	No	$0	Yes	M	<High School	Student	41	Private	$25,060	6	Minivan	yes	$0	0	No	1	8	z_Highly Rural/ Rural
9437	0	0.00000	0	29	3	10	$53,643	Yes	$0	z_No	z_F	z_High School	Clerical	54	Private	$10,080	7	Sports Car	no	$5,910	2	No	7	11	z_Highly Rural/ Rural
9438	1	2451.00000	0	39	0	12	$12,179	No	$107,069	z_No	M	<High School	Clerical	51	Private	$2,720	10	Minivan	yes	$0	0	No	5	1	Highly Urban/ Urban
9440	1	708.00000	0	59	0	12	$106,523	No	$0	z_No	z_F	Bachelors	z_Blue Collar	42	Commercial	$12,150	8	Pickup	no	$0	0	No	0	10	Highly Urban/ Urban
9441	0	0.00000	0	48	0	11	$36,296	No	$163,877	Yes	M	z_High School	Clerical	19	Private	$6,300	4	Minivan	no	$0	0	No	2	9	Highly Urban/ Urban
9442	1	3646.39913	0	60	0	13	$55,260	No	$187,662	Yes	z_F	z_High School	Professional	36	Private	$16,450	1	z_SUV	no	$1,064	2	No	2	3	Highly Urban/ Urban
9443	1	17628.36589	0	47	1	10	$82,633	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	45	Commercial	$14,460	6	z_SUV	no	$15,697	2	Yes	0	10	Highly Urban/ Urban
9444	1	5530.00000	0	29	1	0	$0	Yes	$0	z_No	z_F	z_High School	Student	40	Commercial	$15,610	4	z_SUV	no	$7,857	2	No	2	1	Highly Urban/ Urban
9445	0	0.00000	0	21	1	10	$32,391	Yes	$170,274	z_No	M	Bachelors	Professional	51	Commercial	$10,600	4	Pickup	yes	$4,166	1	No	2	12	Highly Urban/ Urban
9446	0	0.00000	0	47	0	12	$60,036	No	$154,467	Yes	M	Bachelors	Manager	37	Commercial	$19,900	7	Van	yes	$0	0	Yes	0	NA	Highly Urban/ Urban
9447	1	4929.00000	0	51	0	6	$42,313	No	$0	z_No	z_F	Bachelors	z_Blue Collar	27	Commercial	$14,340	4	z_SUV	no	$0	0	No	4	NA	Highly Urban/ Urban
9448	1	4112.14343	0	55	0	0	$0	No	$0	z_No	z_F	<High School	Home Maker	48	Commercial	$17,050	6	Pickup	no	$2,962	1	No	9	1	Highly Urban/ Urban
9449	0	0.00000	0	39	1	8	$55,134	No	$207,766	Yes	z_F	Masters	Lawyer	25	Private	$10,910	1	z_SUV	no	$3,233	2	No	4	21	Highly Urban/ Urban
9450	0	0.00000	0	36	2	0	$0	No	$0	Yes	z_F	<High School	Student	37	Private	$9,880	5	z_SUV	no	$0	0	No	3	1	z_Highly Rural/ Rural
9454	0	0.00000	0	50	0	11	$22,683	No	$143,229	Yes	z_F	z_High School	Clerical	5	Private	$8,770	4	z_SUV	no	$0	0	No	3	9	z_Highly Rural/ Rural
9455	1	6124.00000	0	24	4	13	$27,547	Yes	$0	z_No	M	z_High School	z_Blue Collar	38	Commercial	$6,650	6	Pickup	yes	$0	0	Yes	4	6	Highly Urban/ Urban
9456	1	6093.00000	0	46	0	0		No	$0	z_No	z_F	z_High School	Student	43	Commercial	$21,280	3	Pickup	no	$9,303	2	No	1	8	Highly Urban/ Urban
9457	1	531.00000	1	42	1	10	$78,372	No	$286,330	Yes	z_F	Bachelors	Professional	38	Private	$15,120	11	Sports Car	no	$0	0	No	0	NA	Highly Urban/ Urban
9458	0	0.00000	0	31	1	10	$52,714	No	$159,142	Yes	M	z_High School	Clerical	33	Private	$14,330	6	Minivan	yes	$5,896	1	No	3	7	Highly Urban/ Urban
9459	0	0.00000	2	38	3	13	$24,578	No	$141,220	Yes	z_F	Masters	Manager	40	Private	$12,300	4	Pickup	no	$0	0	No	1	23	Highly Urban/ Urban
9461	0	0.00000	1	40	2	12	$50,779	Yes	$157,121	z_No	M	Bachelors	Clerical	13	Private	$21,730	1	Van	yes	$0	0	Yes	0	13	Highly Urban/ Urban
9462	0	0.00000	2	43	3	14	$40,158	Yes	$171,950	z_No	M	z_High School	z_Blue Collar	62	Commercial	$9,820	1	Pickup	yes	$0	0	No	0	NA	z_Highly Rural/ Rural
9463	1	11193.08796	0	50	0	0	$0	No	$113,870	Yes	z_F	z_High School	Home Maker	12	Commercial	$29,200	7	Van	no	$0	0	Yes	6	NA	Highly Urban/ Urban
9464	1	3844.00000	1	41	2	13	$65,885	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	32	Commercial	$13,660	1	z_SUV	no	$4,394	4	No	0	NA	Highly Urban/ Urban
9466	0	0.00000	0	50	0	11	$47,902	No	$0	z_No	z_F	Bachelors	Manager	38	Private	$21,830	4	Pickup	no	$1,116	1	No	4	7	Highly Urban/ Urban
9467	0	0.00000	0	58	0	14	$122,631	No	$364,677	Yes	M	PhD		33	Commercial	$24,430	10	Panel Truck	yes	$3,054	2	No	2	14	Highly Urban/ Urban
9468	1	4570.00000	0	42	0	10	$55,340	No	$227,741	Yes	M	z_High School	Clerical	44	Commercial	$34,210	7	Panel Truck	no	$2,773	1	No	5	1	Highly Urban/ Urban
9469	0	0.00000	0	48	0	6	$90,752	No	$281,218	Yes	M	Bachelors	z_Blue Collar	24	Commercial	$19,930	3	Van	yes	$0	0	No	1	8	Highly Urban/ Urban
9471	1	4572.73466	2	46	0	0	$0	No	$0	z_No	z_F	Bachelors	Home Maker	25	Commercial	$7,270	4	Pickup	no	$2,280	3	No	0	12	Highly Urban/ Urban
9472	0	0.00000	0	44	0	10	$73,558	No	$236,794	z_No	M	Masters		6	Commercial	$18,650	6	Van	no	$0	0	No	2	14	Highly Urban/ Urban
9473	0	0.00000	0	51	0	12	$93,283	No	$262,489	z_No	M	Bachelors	Manager	44	Private	$34,410	10	Minivan	yes	$0	0	No	0	6	Highly Urban/ Urban
9474	0	0.00000	0	43	2	12	$23,157	No	$115,249	Yes	M	z_High School	Clerical	27	Private	$20,720	17	Van	no	$0	0	No	0	1	z_Highly Rural/ Rural
9475	0	0.00000	0	50	0	13	$39,245	No	$185,056	Yes	M	Masters	Manager	30	Private	$1,500	4	Minivan	yes	$0	0	No	1	13	Highly Urban/ Urban
9477	0	0.00000	1	40	1	NA		Yes	$203,008	z_No	M	z_High School	z_Blue Collar	31	Commercial	$30,510	10	Minivan	yes	$0	0	No	0	10	z_Highly Rural/ Rural
9478	1	6961.00000	0	44	0	9	$53,122	No	$216,534	Yes	z_F	z_High School	z_Blue Collar	23	Commercial	$11,210	4	z_SUV	no	$7,312	1	No	0	8	Highly Urban/ Urban
9479	0	0.00000	0	53	0	14	$103,536	No		z_No	M	Bachelors	Manager	33	Private	$17,150	15	Van	yes	$0	0	No	0	12	Highly Urban/ Urban
9480	0	0.00000	0	33	1	7	$71,121	No	$214,821	Yes	M	Bachelors	z_Blue Collar	78	Commercial	$11,910	1	Pickup	yes	$0	0	No	2	8	z_Highly Rural/ Rural
9481	1	7881.94007	0	28	2	12	$38,305	No	$135,831	Yes	z_F	Masters	Manager	42	Private	$21,980	9	Minivan	no	$1,310	1	No	6	15	Highly Urban/ Urban
9482	1	4545.00000	0	35	0	11	$46,416	No	$183,094	Yes	z_F	<High School	Clerical	27	Commercial	$28,290	4	Van	no	$0	0	Yes	0	1	Highly Urban/ Urban
9483	0	0.00000	0	50	0	9	$59,327	No	$0	z_No	M	Bachelors	Professional	45	Private	$8,940	1	Minivan	yes	$0	0	No	0	13	Highly Urban/ Urban
9484	1	3870.00000	0	38	0	12	$51,773	No	$185,145	Yes	z_F	z_High School	z_Blue Collar	45	Commercial	$14,610	4	Pickup	no	$0	0	No	1	10	Highly Urban/ Urban
9487	0	0.00000	0	70	0	17		No		Yes	M	Bachelors	z_Blue Collar	41	Commercial	$15,070	1	Minivan	no	$0	0	No	0	8	Highly Urban/ Urban
9489	0	0.00000	0	55	0	13	$30,799	No	$0	z_No	M	Bachelors	z_Blue Collar	28	Private	$25,700	4	Minivan	yes	$7,155	1	No	4	12	Highly Urban/ Urban
9490	1	4652.00000	0	34	0	11	$27,434	No	$120,044	Yes	M	<High School	z_Blue Collar	45	Private	$13,610	1	Minivan	yes	$0	0	No	0	5	Highly Urban/ Urban
9491	0	0.00000	0	51	0	6	$67,189	No	$0	z_No	M	Masters	Professional	5	Private	$13,320	10	Minivan	yes	$0	0	Yes	0	NA	Highly Urban/ Urban
9492	0	0.00000	0	44	2	13	$91,653	Yes	$275,424	z_No	z_F	z_High School	z_Blue Collar	48	Commercial	$19,220	10	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
9493	1	5209.00000	0	43	2	15	$6,324	No	$0	Yes	M	<High School	Student	58	Private	$13,180	1	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
9494	1	6969.00000	0	46	0	12	$24,139	No	$0	z_No	M	<High School	Clerical	41	Private	$8,510	3	Pickup	no	$5,233	2	No	2	1	Highly Urban/ Urban
9495	0	0.00000	2	46	0	9	$19,139	No	$123,576	Yes	M	<High School	Clerical	27	Private	$17,200	4	Minivan	no	$0	0	Yes	1	NA	z_Highly Rural/ Rural
9496	0	0.00000	2	38	3	7	$107,827	No	$296,962	Yes	M	Bachelors	z_Blue Collar	5	Commercial	$27,800	1	Panel Truck	no	$0	0	No	3	13	Highly Urban/ Urban
9497	0	0.00000	0	63	0	11	$19,205	No	$150,574	Yes	z_F	Masters	Lawyer	38	Private	$9,200	1	Sports Car	no	$0	0	No	0	3	Highly Urban/ Urban
9498	0	0.00000	0	48	0	9	$556	No	$0	Yes	z_F	<High School	Student	21	Private	$13,920	13	z_SUV	no	$6,091	2	No	4	1	Highly Urban/ Urban
9499	0	0.00000	0	42	0	12	$69,766	No	$235,881	Yes	z_F	Bachelors	z_Blue Collar	24	Private	$12,330	1	z_SUV	no	$0	0	No	2	14	Highly Urban/ Urban
9500	0	0.00000	0	42	0	9	$67,003	No	$184,719	z_No	M	Bachelors	Manager	11	Commercial	$22,660	3	Panel Truck	no	$0	0	No	0	1	Highly Urban/ Urban
9501	0	0.00000	0	48	0	0	$0	No	$94,656	Yes	z_F	z_High School	Home Maker	13	Private	$1,500	1	Sports Car	no	$1,061	4	No	0	1	Highly Urban/ Urban
9502	0	0.00000	0	50	0	11	$130,563	No	$376,707	Yes	z_F	Masters	Manager	5	Private	$14,560	10	z_SUV	no	$0	0	No	0	13	Highly Urban/ Urban
9503	1	5413.00000	0	55	0	15	$81,427	No	$0	z_No	z_F	Masters	Lawyer	7	Private	$20,320	8	Pickup	no	$21,548	2	Yes	2	17	Highly Urban/ Urban
9504	0	0.00000	0	49	0	14	$88,696	No	$0	z_No	M	Masters	Professional	18	Commercial	$28,600	17	Panel Truck	no	$0	0	No	1	14	z_Highly Rural/ Rural
9505	0	0.00000	2	42	4	0	$0	Yes	$0	z_No	z_F	<High School	Student	60	Private	$9,170	6	z_SUV	no	$3,799	1	No	7	1	Highly Urban/ Urban
9506	0	0.00000	0	50	0	15	$187,677	No	$487,230	Yes	z_F	Bachelors	Professional	5	Private	$42,190	10	Minivan	no	$0	0	No	0	11	Highly Urban/ Urban
9509	1	6457.38105	0	39	2	14	$40,259	No	$178,724	Yes	M	z_High School	z_Blue Collar	35	Commercial	$18,040	7	Van	yes	$0	0	Yes	1	11	Highly Urban/ Urban
9510	0	0.00000	0	43	3	15	$61,852	No	$176,219	Yes	z_F	z_High School	z_Blue Collar	30	Commercial	$12,260	11	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
9511	0	0.00000	0	49	0	14	$72,106	No	$273,869	Yes	M	Masters	Lawyer	5	Private	$15,730	1	Minivan	yes	$0	0	No	0	16	Highly Urban/ Urban
9512	1	2301.00000	0	55	0	11	$70,460	No	$220,405	Yes	z_F	Masters	Lawyer	35	Private	$21,420	1	z_SUV	no	$6,440	1	No	0	8	Highly Urban/ Urban
9513	0	0.00000	0	31	1	13	$65,048	No	$212,535	Yes	z_F	Bachelors	z_Blue Collar	21	Commercial	$13,240	13	Minivan	no	$18,524	1	Yes	1	5	Highly Urban/ Urban
9514	0	0.00000	0	38	0	NA	$140,599	No	$365,669	Yes	M	PhD	Professional	26	Commercial	$19,360	1	Van	yes	$0	0	No	0	10	Highly Urban/ Urban
9515	0	0.00000	0	39	0	12	$29,149	No	$140,253	Yes	M	z_High School	Clerical	34	Private	$8,310	17	Pickup	no	$0	0	No	3	1	Highly Urban/ Urban
9516	0	0.00000	1	45	3	14	$89,161	No	$317,592	Yes	z_F	Bachelors	z_Blue Collar	25	Private	$6,000	1	z_SUV	no	$0	0	No	1	9	Highly Urban/ Urban
9518	0	0.00000	0	34	3	16	$165,026	No	$413,525	Yes	z_F	Masters	Manager	29	Private	$20,100	1	Minivan	no	$0	0	Yes	0	17	Highly Urban/ Urban
9519	0	0.00000	0	48	0	NA	$64,286	No	$0	z_No	z_F	Masters	Manager	37	Commercial	$45,130	7	Panel Truck	no	$4,423	2	No	7	15	Highly Urban/ Urban
9520	0	0.00000	0	48	0	13	$192,843	No	$510,325	z_No	M	Masters		45	Commercial	$30,220	7	Panel Truck	no	$6,015	2	No	4	15	Highly Urban/ Urban
9522	0	0.00000	0	45	0	11	$42,127	No		z_No	M	Masters		44	Commercial	$25,290	11	Panel Truck	yes	$0	0	No	0	NA	Highly Urban/ Urban
9523	1	2457.00000	0	32	3	10	$67,399	No	$185,061	Yes	M	Masters		33	Private	$11,520	7	Pickup	yes	$0	0	No	0	21	Highly Urban/ Urban
9524	0	0.00000	2	38	3	0	$0	No	$0	Yes	z_F	<High School	Student	46	Private	$22,380	1	z_SUV	no	$2,531	3	No	4	1	Highly Urban/ Urban
9525	1	5928.00000	0	35	3	15	$109,104	Yes	$0	z_No	z_F	z_High School	Professional	68	Private	$5,000	10	z_SUV	no	$3,349	1	No	6	13	Highly Urban/ Urban
9526	1	3982.00000	0	48	0	13	$64,049	No	$202,657	Yes	M	Masters		42	Commercial	$22,930	3	Panel Truck	yes	$0	0	No	0	17	Highly Urban/ Urban
9527	0	0.00000	0	50	0	12	$138,304	No	$368,049	Yes	z_F	Masters	Lawyer	54	Private	$20,330	13	Minivan	no	$0	0	No	0	15	Highly Urban/ Urban
9529	0	0.00000	2	48	0	11	$133,493	No	$340,509	Yes	M	PhD	Doctor	82	Private	$9,820	1	z_SUV	no	$0	0	No	4	NA	Highly Urban/ Urban
9530	0	0.00000	0	56	0	13	$114,731	No	$340,476	Yes	M	Masters		18	Commercial	$20,820	9	Van	no	$2,569	1	No	3	10	Highly Urban/ Urban
9531	0	0.00000	0	25	0	8	$118,074	No	$353,178	Yes	M	Bachelors	Professional	26	Private	$15,810	6	Minivan	yes	$0	0	Yes	2	10	Highly Urban/ Urban
9533	1	1119.00000	0	43	1	12	$43,574	Yes	$0	z_No	z_F	z_High School	Manager	21	Private	$20,550	11	Sports Car	no	$5,769	1	No	1	1	Highly Urban/ Urban
9534	0	0.00000	2	42	2	7	$134,729	Yes	$343,128	z_No	z_F	PhD	Manager	25	Private	$18,080	1	z_SUV	no	$0	0	Yes	0	13	Highly Urban/ Urban
9535	0	0.00000	0	40	0	12	$19,905	No	$123,097	Yes	z_F	<High School	Clerical	29	Private	$7,400	9	z_SUV	no	$1,412	1	No	0	1	z_Highly Rural/ Rural
9537	0	0.00000	1	42	3	10	$58,283	No	$201,901	Yes	z_F	Bachelors	Home Maker	25	Private	$15,060	6	z_SUV	no	$0	0	Yes	0	NA	Highly Urban/ Urban
9538	1	4378.00000	0	47	0	12	$61,352	No	$223,768	Yes	z_F	Masters	Lawyer	47	Private	$33,510	6	Van	no	$1,893	1	No	4	12	Highly Urban/ Urban
9539	0	0.00000	0	46	0	NA	$44,041	No	$211,550	Yes	M	z_High School	z_Blue Collar	51	Commercial	$20,340	1	Van	yes	$7,813	3	No	3	10	Highly Urban/ Urban
9541	0	0.00000	0	33	0	13	$37,352	No	$91,430	z_No	z_F	z_High School	z_Blue Collar	33	Commercial	$10,950	6	Sports Car	no	$8,994	1	No	4	1	Highly Urban/ Urban
9543	0	0.00000	0	48	0	12		No	$0	z_No	z_F	Bachelors	Professional	5	Private	$13,690	7	Sports Car	no	$0	0	No	0	9	z_Highly Rural/ Rural
9544	0	0.00000	0	51	0	11	$15,641	No	$107,618	Yes	z_F	<High School	Clerical	58	Private	$17,800	6	z_SUV	no	$0	0	Yes	0	7	Highly Urban/ Urban
9545	1	11087.85906	0	50	0	14	$62,570	No	$0	z_No	z_F	z_High School	Clerical	49	Private	$18,760	6	Minivan	no	$0	0	No	0	6	Highly Urban/ Urban
9547	0	0.00000	0	44	0	NA	$21,102	No	$97,406	z_No	M	<High School	Clerical	26	Private	$20,100	3	Van	yes	$6,921	3	No	0	8	Highly Urban/ Urban
9550	0	0.00000	0	44	0	11	$26,821	No	$171,022	Yes	M	Bachelors	Clerical	10	Commercial	$11,600	3	Pickup	yes	$4,055	4	No	0	9	Highly Urban/ Urban
9551	0	0.00000	0	38	0	13	$69,604	No	$0	z_No	z_F	Masters	Professional	36	Private	$16,990	6	z_SUV	no	$0	0	No	0	12	z_Highly Rural/ Rural
9552	1	1031.00000	0	38	0	6	$88,981	No	$252,797	z_No	M	Masters		19	Commercial	$22,450	7	Van	yes	$4,986	2	No	0	17	Highly Urban/ Urban
9553	0	0.00000	0	49	0	12	$46,336	No	$159,199	Yes	z_F	<High School	Clerical	5	Private	$11,030	1	Sports Car	no	$0	0	No	0	4	Highly Urban/ Urban
9556	0	0.00000	0	48	0	11		No	$354,919	Yes	M	Masters	Lawyer	39	Private	$6,300	10	Pickup	yes	$0	0	No	2	20	Highly Urban/ Urban
9557	0	0.00000	0	34	1	14	$41,816	No	$151,776	Yes	z_F	Bachelors	z_Blue Collar	65	Commercial	$15,630	4	Minivan	no	$0	0	No	0	8	Highly Urban/ Urban
9559	0	0.00000	0	41	0	9	$115,516	No	$325,288	Yes	M	Masters	Lawyer	17	Private	$17,150	7	Minivan	yes	$0	0	Yes	1	14	Highly Urban/ Urban
9560	0	0.00000	0	33	0	0	$0	No	$0	z_No	z_F	z_High School	Student	36	Private	$17,340	7	z_SUV	no	$0	0	Yes	1	12	Highly Urban/ Urban
9561	0	0.00000	0	39	0	12	$84,464	No	$266,846	Yes	M	Bachelors	Manager	44	Private	$12,770	3	Minivan	yes	$0	0	Yes	0	11	Highly Urban/ Urban
9562	1	7756.00000	1	45	2	8	$75,556	No	$269,688	Yes	z_F	Masters	Professional	26	Private	$31,350	4	Van	no	$1,435	3	Yes	1	8	Highly Urban/ Urban
9563	1	7581.00000	0	54	0	7	$29,567	No	$195,060	Yes	M	<High School	z_Blue Collar	18	Commercial	$20,200	6	Van	no	$2,913	1	Yes	7	1	Highly Urban/ Urban
9564	0	0.00000	1	37	1	14	$79,665	No	$222,382	Yes	M	Masters	Professional	34	Private	$13,170	1	Minivan	yes	$2,614	2	No	6	14	Highly Urban/ Urban
9565	0	0.00000	0	44	0	8	$148,701	No	$377,122	Yes	M	Masters	Lawyer	20	Private	$22,000	3	Minivan	yes	$0	0	No	3	15	Highly Urban/ Urban
9566	0	0.00000	0	51	0	12	$72,035	No	$0	z_No	M	Bachelors	Professional	41	Private	$18,260	7	Minivan	yes	$3,077	2	No	0	8	Highly Urban/ Urban
9567	0	0.00000	0	52	0	6	$46,605	No	$0	z_No	z_F	z_High School	Manager	28	Private	$8,920	6	Sports Car	no	$7,035	1	No	2	12	Highly Urban/ Urban
9568	0	0.00000	0	48	0	12	$52,516	No	$208,181	Yes	z_F	Bachelors	Professional	37	Private	$12,110	9	z_SUV	no	$0	0	No	2	6	Highly Urban/ Urban
9569	0	0.00000	0	55	0	12	$131,889	No	$345,513	Yes	M	Masters	Professional	32	Private	$20,190	20	Van	yes	$0	0	No	0	12	Highly Urban/ Urban
9570	0	0.00000	2	38	3	13	$117,219	No	$337,915	Yes	z_F	Bachelors	Professional	47	Private	$17,950	6	z_SUV	no	$0	0	No	3	9	Highly Urban/ Urban
9571	0	0.00000	1	43	2	13	$47,983	No	$181,173	Yes	M	z_High School	Clerical	20	Private	$16,460	4	Minivan	yes	$0	0	No	0	9	Highly Urban/ Urban
9572	0	0.00000	0	53	0	10	$71,735	No	$0	z_No	z_F	Bachelors	Manager	39	Private	$14,360	1	Sports Car	no	$6,900	4	No	4	6	Highly Urban/ Urban
9574	0	0.00000	0	38	0	9	$81,976	No	$273,051	Yes	M	Masters	Manager	19	Private	$20,680	3	Van	yes	$0	0	No	0	13	Highly Urban/ Urban
9576	0	0.00000	0	36	0	0	$0	No	$75,650	Yes	z_F	z_High School	Home Maker	34	Private	$16,570	1	Minivan	no	$0	0	No	5	10	z_Highly Rural/ Rural
9577	0	0.00000	0	32	2	0		No	$86,502	Yes	z_F	<High School	Home Maker	39	Private	$6,440	6	z_SUV	no	$0	0	No	2	6	z_Highly Rural/ Rural
9578	0	0.00000	2	37	3	17	$123,358	No	$325,560	Yes	M	Bachelors	z_Blue Collar	59	Commercial	$8,070	4	Pickup	yes	$0	0	No	0	1	z_Highly Rural/ Rural
9579	0	0.00000	0	50	0	8	$28,436	No	$142,428	Yes	z_F	z_High School	Clerical	40	Private	$6,480	1	Sports Car	no	$0	0	No	0	10	z_Highly Rural/ Rural
9580	0	0.00000	1	39	2	13	$45,678	No	$214,068	Yes	M	z_High School	z_Blue Collar	6	Commercial	$16,920	11	Van	no	$8,785	1	No	0	1	Highly Urban/ Urban
9581	0	0.00000	1	40	1	12	$100,957	Yes	$340,404	z_No	M	Bachelors	z_Blue Collar	45	Commercial	$16,650	4	Van	yes	$0	0	No	0	11	z_Highly Rural/ Rural
9582	1	2489.00000	0	47	0	11	$19,956	No	$0	z_No	M	<High School	Clerical	25	Private	$8,200	8	Minivan	yes	$25,355	2	Yes	4	1	Highly Urban/ Urban
9583	0	0.00000	0	33	2	13	$57,334	No	$196,083	Yes	M	z_High School	z_Blue Collar	13	Commercial	$10,900	1	Pickup	yes	$0	0	No	1	8	z_Highly Rural/ Rural
9585	1	3060.00000	0	46	0	12	$46,254	No	$162,914	Yes	M	z_High School	z_Blue Collar	30	Commercial	$10,730	12	Minivan	no	$0	0	No	1	1	Highly Urban/ Urban
9587	1	692.67997	0	47	0	9	$11,802	No	$0	z_No	z_F	Bachelors	Home Maker	29	Private	$1,500	7	Sports Car	no	$6,838	4	No	5	9	Highly Urban/ Urban
9589	0	0.00000	0	40	2	0	$0	Yes	$93,377	z_No	z_F	z_High School	Home Maker	18	Private	$9,730	4	Pickup	no	$0	0	Yes	2	7	z_Highly Rural/ Rural
9590	0	0.00000	0	44	0	4	$31,473	No	$0	z_No	z_F	Bachelors	Professional	36	Private	$5,900	4	z_SUV	no	$0	0	No	0	5	z_Highly Rural/ Rural
9593	1	4101.00000	0	57	0	14	$68,818	No	$253,974	Yes	z_F	Bachelors	Professional	46	Private	$23,050	1	Minivan	no	$0	0	No	4	9	Highly Urban/ Urban
9594	0	0.00000	0	46	0	14	$28,302	No	$165,281	Yes	z_F	z_High School	Professional	13	Private	$6,100	10	Sports Car	no	$0	0	No	0	NA	Highly Urban/ Urban
9595	1	5846.00000	0	56	2	11	$38,290	Yes	$0	z_No	z_F	<High School	z_Blue Collar	5	Private	$13,250	6	z_SUV	no	$7,716	3	No	0	8	Highly Urban/ Urban
9596	0	0.00000	0	65	2	13	$98,581	Yes	$326,554	z_No	z_F	Masters	Manager	13	Private	$13,960	18	Sports Car	no	$9,126	1	No	0	12	Highly Urban/ Urban
9598	0	0.00000	0	39	0	11	$6,929	No	$79,415	Yes	z_F	<High School	Student	42	Private	$6,090	6	z_SUV	no	$0	0	No	0	5	z_Highly Rural/ Rural
9599	1	4274.00000	0	58	0	14	$113,195	No	$302,154	z_No	M	Masters		21	Commercial	$18,620	11	Van	no	$4,020	2	No	0	12	Highly Urban/ Urban
9601	0	0.00000	0	47	0	10	$70,440	No	$0	z_No	z_F	Bachelors	z_Blue Collar	22	Commercial	$13,240	1	z_SUV	no	$0	0	No	2	11	z_Highly Rural/ Rural
9602	0	0.00000	1	41	2	13	$111,014	Yes	$298,205	z_No	z_F	Masters	Lawyer	35	Private	$16,700	4	z_SUV	no	$0	0	No	0	17	Highly Urban/ Urban
9604	0	0.00000	0	49	0	9	$60,413	No	$188,899	z_No	M	Bachelors	Professional	17	Private	$7,540	1	Minivan	yes	$0	0	No	0	NA	Highly Urban/ Urban
9606	1	7400.00000	0	50	0	14	$60,854	No		z_No	M	PhD		28	Commercial	$28,330	10	Panel Truck	no	$607	3	No	4	7	Highly Urban/ Urban
9607	0	0.00000	0	48	0	11	$57,601	No	$187,285	Yes	z_F	z_High School	z_Blue Collar	53	Commercial	$15,790	6	Minivan	no	$27,682	2	Yes	5	7	Highly Urban/ Urban
9608	0	0.00000	0	42	0	12	$124,867	No	$312,242	Yes	M	Masters		52	Commercial	$18,190	1	Van	yes	$0	0	No	2	15	Highly Urban/ Urban
9609	0	0.00000	0	55	0	16	$97,890	No	$325,876	Yes	M	Masters		10	Commercial	$24,930	10	Panel Truck	yes	$569	1	No	4	18	Highly Urban/ Urban
9610	0	0.00000	0	41	0	NA	$78,834	No	$200,776	Yes	M	Masters	Manager	15	Commercial	$29,830	1	Panel Truck	yes	$9,980	1	No	4	17	Highly Urban/ Urban
9611	0	0.00000	0	48	0	11	$53,350	No	$220,481	Yes	M	z_High School	Manager	5	Private	$1,500	4	Minivan	no	$0	0	No	1	7	Highly Urban/ Urban
9612	0	0.00000	0	37	4	16	$117,454	No	$338,110	Yes	z_F	Masters	Professional	44	Private	$21,690	1	Minivan	no	$5,373	1	No	7	14	Highly Urban/ Urban
9613	0	0.00000	1	36	2	11	$45,778	No	$167,893	Yes	M	PhD	Manager	26	Private	$21,180	1	Van	yes	$40,554	2	No	4	NA	Highly Urban/ Urban
9615	0	0.00000	0	54	0	9	$50,925	No	$0	z_No	z_F	Masters	Manager	25	Private	$8,780	6	Sports Car	no	$4,777	3	No	6	14	Highly Urban/ Urban
9617	0	0.00000	0	34	1	11	$45,384	Yes	$187,731	z_No	z_F	z_High School	Clerical	39	Private	$9,810	4	z_SUV	no	$0	0	No	0	8	z_Highly Rural/ Rural
9618	0	0.00000	2	36	4	11	$27,579	Yes	$82,613	z_No	z_F	z_High School	z_Blue Collar	34	Commercial	$7,860	4	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
9619	0	0.00000	0	60	0	11	$4,103	No	$103,570	Yes	z_F	<High School	Home Maker	51	Private	$7,910	4	z_SUV	no	$0	0	No	4	NA	z_Highly Rural/ Rural
9620	0	0.00000	0	48	0	11	$55,760	No	$187,341	Yes	z_F	Bachelors	Professional	32	Commercial	$34,000	1	Pickup	no	$0	0	No	1	12	Highly Urban/ Urban
9621	1	1946.00000	1	42	2	10	$26,770	Yes	$0	z_No	M	z_High School	Clerical	15	Private	$18,900	1	Van	no	$0	0	Yes	0	NA	Highly Urban/ Urban
9623	1	5064.00000	3	62	4	16	$53,698	No		Yes	z_F	Bachelors	Professional	75	Private	$13,070	1	Sports Car	no	$3,664	1	No	0	1	z_Highly Rural/ Rural
9625	0	0.00000	1	39	1	5	$103,142	No	$294,037	Yes	z_F	Bachelors	Manager	50	Private	$20,680	1	Minivan	no	$33,399	2	No	3	6	Highly Urban/ Urban
9626	0	0.00000	3	41	4	NA	$29,895	No	$173,177	Yes	M	z_High School	Clerical	39	Commercial	$22,480	10	Van	no	$3,856	4	No	2	1	Highly Urban/ Urban
9627	0	0.00000	0	38	0	13	$72,350	No	$199,487	Yes	M	Bachelors	Professional	15	Private	$33,070	1	Minivan	no	$0	0	No	1	10	Highly Urban/ Urban
9628	0	0.00000	0	49	0	10	$58,225	No		Yes	z_F	z_High School	Professional	70	Private	$12,580	6	z_SUV	no	$2,856	1	No	3	8	Highly Urban/ Urban
9630	1	6040.00000	0	32	4	15	$51,554	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	60	Commercial	$13,990	1	z_SUV	no	$2,551	2	No	3	8	Highly Urban/ Urban
9631	0	0.00000	0	40	3	14	$62,000	No	$174,525	Yes	M	z_High School	Clerical	22	Private	$13,720	6	Minivan	yes	$26,951	3	No	6	8	Highly Urban/ Urban
9632	1	5047.00000	0	40	0	3	$101,059	No	$302,340	Yes	M	Bachelors	Professional	35	Commercial	$23,780	1	Panel Truck	yes	$3,808	2	No	0	9	Highly Urban/ Urban
9634	0	0.00000	1	38	1	NA	$70,111	No	$197,824	Yes	z_F	z_High School	z_Blue Collar	62	Commercial	$20,360	3	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
9635	1	2497.00000	0	49	0	11	$36,552	No	$171,716	z_No	z_F	z_High School	Professional	13	Private	$17,030	4	Sports Car	no	$2,938	1	No	0	9	z_Highly Rural/ Rural
9636	0	0.00000	0	58	0	13	$44,949	No	$185,547	Yes	M	Bachelors	z_Blue Collar	41	Commercial	$15,520	1	Minivan	no	$0	0	No	2	11	z_Highly Rural/ Rural
9637	0	0.00000	1	43	5	17	$149,134	No	$329,238	Yes	M	Bachelors	Professional	22	Private	$16,410	1	Minivan	yes	$4,403	1	No	0	6	Highly Urban/ Urban
9638	0	0.00000	0	50	0	15	$116,524	No	$341,701	Yes	M	Bachelors	z_Blue Collar	42	Commercial	$6,500	10	Pickup	yes	$23,429	3	Yes	4	9	Highly Urban/ Urban
9639	0	0.00000	0	56	0	12	$125,135	No	$361,933	Yes	z_F	PhD	Doctor	66	Private	$19,610	10	z_SUV	no	$4,788	2	No	1	14	Highly Urban/ Urban
9641	0	0.00000	0	52	0	14	$31,616	No	$0	z_No	M	Bachelors	Professional	42	Commercial	$27,290	1	Panel Truck	yes	$0	0	Yes	0	1	Highly Urban/ Urban
9642	1	864.00000	0	25	2	11	$44,516	Yes	$0	z_No	z_F	Bachelors	Clerical	17	Private	$8,450	1	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
9643	0	0.00000	0	48	0	15	$66,960	No	$0	z_No	M	Bachelors	Professional	43	Private	$13,000	1	Minivan	yes	$4,748	2	No	5	10	Highly Urban/ Urban
9647	0	0.00000	0	50	0	10	$80,472	No	$239,345	Yes	z_F	Bachelors	Professional	39	Commercial	$34,150	13	Van	no	$8,936	4	No	2	9	Highly Urban/ Urban
9650	0	0.00000	0	48	0	6	$120,330	No		Yes	M	z_High School	z_Blue Collar	36	Commercial	$31,310	1	Panel Truck	no	$0	0	No	0	11	z_Highly Rural/ Rural
9651	0	0.00000	0	38	0	10	$22,746	No	$192,479	Yes	z_F	Bachelors	Home Maker	5	Private	$26,300	6	Minivan	no	$0	0	No	0	6	Highly Urban/ Urban
9652	1	3200.00000	0	35	0	7	$20,717	No	$0	z_No	M	z_High School	z_Blue Collar	24	Commercial	$7,070	10	Pickup	yes	$5,179	2	No	0	7	Highly Urban/ Urban
9653	0	0.00000	1	60	2	12		Yes	$0	z_No	z_F	Masters	Lawyer	35	Private	$24,640	3	z_SUV	no	$0	0	No	0	19	Highly Urban/ Urban
9654	0	0.00000	0	51	0	12	$57,343	No	$197,113	Yes	z_F	Bachelors	Clerical	30	Private	$20,160	6	Minivan	no	$4,577	2	No	1	14	Highly Urban/ Urban
9655	1	8653.00000	0	41	2	14		Yes	$205,283	z_No	M	z_High School	z_Blue Collar	28	Commercial	$33,800	4	Panel Truck	yes	$0	0	No	3	12	Highly Urban/ Urban
9656	0	0.00000	0	55	0	14		No	$201,137	Yes	z_F	z_High School	Professional	55	Private	$24,110	7	Minivan	no	$4,664	3	No	5	1	Highly Urban/ Urban
9657	0	0.00000	0	57	0	11	$50,295	No		z_No	z_F	Bachelors	z_Blue Collar	47	Commercial	$10,650	10	z_SUV	no	$0	0	No	0	15	Highly Urban/ Urban
9658	1	6833.00000	0	60	0	12	$65,624	No	$235,124	Yes	z_F	Masters	Lawyer	31	Private	$16,690	1	Minivan	no	$0	0	No	0	NA	Highly Urban/ Urban
9659	0	0.00000	0	56	2	16	$23,465	No	$173,980	Yes	M	Masters		29	Commercial	$37,010	1	Panel Truck	yes	$11,160	2	No	3	NA	Highly Urban/ Urban
9661	1	4415.00000	0	48	0	12		No	$117,400	Yes	z_F	z_High School	Clerical	35	Private	$9,070	6	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
9662	1	38750.15738	0	46	0	9	$119,816	No	$0	z_No	M	Masters	Professional	48	Commercial	$28,260	10	Panel Truck	no	$3,320	2	No	5	13	Highly Urban/ Urban
9663	0	0.00000	0	41	3	12	$18,124	No	$95,099	Yes	z_F	<High School	z_Blue Collar	30	Private	$7,410	11	z_SUV	no	$0	0	No	3	1	z_Highly Rural/ Rural
9665	0	0.00000	0	43	2	11	$90,334	Yes	$268,229	z_No	z_F	Masters	Professional	49	Private	$15,350	13	z_SUV	no	$3,308	1	No	2	13	Highly Urban/ Urban
9666	1	6022.00000	0	41	0	0	$0	No	$60,944	z_No	z_F	<High School	Home Maker	59	Private	$22,070	1	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
9667	1	3589.00000	0	76	0	15	$46,927	No	$0	z_No	M	Bachelors	Professional	78	Private	$20,750	4	Minivan	yes	$0	0	No	5	15	z_Highly Rural/ Rural
9668	1	5728.00000	0	35	2	13	$54,309	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	37	Commercial	$19,150	6	Pickup	no	$32,871	1	Yes	4	8	Highly Urban/ Urban
9669	0	0.00000	0	38	4	17	$57,833	No	$160,429	Yes	M	Bachelors	Clerical	38	Private	$11,080	10	Pickup	yes	$0	0	No	0	NA	z_Highly Rural/ Rural
9670	0	0.00000	0	46	0	7	$76,666	No	$248,160	Yes	z_F	Bachelors	z_Blue Collar	60	Commercial	$13,770	4	z_SUV	no	$0	0	No	2	1	z_Highly Rural/ Rural
9671	1	4994.00000	0	34	1	6	$29,707	No	$133,725	Yes	M	Masters	Manager	24	Commercial	$8,020	1	Pickup	yes	$6,109	3	No	4	18	Highly Urban/ Urban
9672	1	2658.00000	0	58	0	13	$38,259	No	$195,213	Yes	M	z_High School	Clerical	58	Commercial	$11,130	1	Pickup	no	$5,712	4	No	3	1	Highly Urban/ Urban
9673	0	0.00000	0	57	1	NA		No	$188,505	Yes	z_F	z_High School	z_Blue Collar	44	Commercial	$26,030	6	Minivan	no	$30,159	3	No	0	11	Highly Urban/ Urban
9674	0	0.00000	0	58	0	0	$0	No	$93,576	Yes	z_F	Bachelors	Home Maker	48	Private	$17,160	13	Minivan	no	$3,393	1	No	3	12	Highly Urban/ Urban
9676	0	0.00000	0	44	0	12	$126,608	No	$354,910	Yes	z_F	z_High School	z_Blue Collar	84	Commercial	$16,610	4	z_SUV	no	$9,869	1	No	3	8	Highly Urban/ Urban
9677	0	0.00000	0	55	0	5	$159,826	No	$444,838	Yes	z_F	PhD	Manager	16	Private	$22,980	11	Sports Car	no	$0	0	No	0	9	Highly Urban/ Urban
9678	0	0.00000	1	44	2	10	$39,077	No	$154,749	Yes	z_F	z_High School	Clerical	41	Commercial	$20,990	6	Pickup	no	$0	0	No	1	NA	z_Highly Rural/ Rural
9681	0	0.00000	0	66	0	13	$92,929	No	$290,836	Yes	z_F	PhD	Manager	36	Private	$1,500	7	Sports Car	no	$0	0	No	1	16	Highly Urban/ Urban
9683	0	0.00000	0	49	0	13	$79,625	No	$239,235	Yes	z_F	Bachelors	z_Blue Collar	25	Commercial	$14,360	9	z_SUV	no	$0	0	No	0	NA	Highly Urban/ Urban
9684	0	0.00000	0	34	2	11	$147,734	No	$373,987	Yes	z_F	Masters	Professional	46	Private	$19,670	6	Sports Car	no	$0	0	No	0	18	z_Highly Rural/ Rural
9685	0	0.00000	0	52	0	12	$56,919	No	$249,577	z_No	z_F	Bachelors	Professional	5	Private	$12,840	9	z_SUV	no	$0	0	No	0	14	Highly Urban/ Urban
9686	0	0.00000	0	44	0	13	$67,457	No	$273,634	Yes	M	Masters	Lawyer	23	Private	$14,480	15	Minivan	yes	$0	0	No	2	12	Highly Urban/ Urban
9687	1	2888.00000	2	38	3	7	$27,027	No	$133,854	Yes	z_F	<High School	Clerical	31	Private	$12,330	4	Minivan	no	$0	0	No	2	9	Highly Urban/ Urban
9688	0	0.00000	0	50	0	12	$108,290	No	$0	z_No	z_F	Masters	Lawyer	23	Private	$6,500	7	z_SUV	no	$4,995	1	No	7	14	Highly Urban/ Urban
9689	0	0.00000	0	47	0	9	$185,370	No	$424,118	Yes	M	Masters	Manager	54	Commercial	$9,210	6	Pickup	no	$0	0	No	0	17	Highly Urban/ Urban
9690	0	0.00000	0	44	2	14	$120,355	No	$355,500	Yes	z_F	Masters	Lawyer	41	Private	$17,640	4	Minivan	no	$0	0	No	0	15	Highly Urban/ Urban
9691	1	5266.80210	2	45	2	NA	$27,266	Yes	$0	z_No	z_F	<High School	Clerical	23	Private	$10,240	1	z_SUV	no	$0	0	Yes	5	6	Highly Urban/ Urban
9692	0	0.00000	0	48	0	13	$149,244	No		Yes	M	PhD	Lawyer	51	Private	$6,200	4	Minivan	yes	$0	0	No	0	16	Highly Urban/ Urban
9693	0	0.00000	0	57	0	14	$76,123	No	$265,089	Yes	M	Masters	Professional	31	Private	$18,970	4	Van	yes	$39,529	3	No	2	5	Highly Urban/ Urban
9694	0	0.00000	0	47	0	13		No	$237,869	Yes	M	Masters	Lawyer	48	Private	$17,760	10	Van	yes	$20,767	3	No	0	19	Highly Urban/ Urban
9695	0	0.00000	0	36	0	10	$65,149	No	$0	z_No	z_F	z_High School	Professional	44	Private	$18,500	1	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
9696	0	0.00000	0	49	0	9	$54,108	No	$225,756	Yes	M	z_High School	Clerical	35	Private	$23,780	7	Minivan	no	$3,911	2	No	0	1	Highly Urban/ Urban
9698	0	0.00000	0	55	0	12	$155,290	No		Yes	z_F	PhD	Lawyer	18	Private	$27,120	4	Minivan	no	$0	0	No	3	16	Highly Urban/ Urban
9699	0	0.00000	0	39	1	13	$91,164	No	$258,261	Yes	M	Bachelors	Manager	17	Private	$19,520	4	Minivan	no	$0	0	No	1	10	Highly Urban/ Urban
9700	0	0.00000	0	52	0	16	$24,575	No	$118,811	Yes	M	<High School	z_Blue Collar	43	Private	$12,990	3	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
9702	0	0.00000	0	41	3	15	$79,213	No	$219,393	Yes	M	Masters	Lawyer	32	Private	$13,520	5	Minivan	no	$1,192	2	No	2	21	Highly Urban/ Urban
9703	0	0.00000	0	53	0	14	$69,297	No	$211,553	Yes	M	z_High School	Professional	41	Private	$10,340	1	Pickup	yes	$0	0	No	0	1	z_Highly Rural/ Rural
9706	0	0.00000	0	47	0	13	$42,196	No	$143,209	Yes	z_F	z_High School	z_Blue Collar	50	Commercial	$19,460	1	Sports Car	no	$0	0	No	0	7	z_Highly Rural/ Rural
9708	0	0.00000	0	56	0	14	$57,750	No	$0	z_No	z_F	Masters	Home Maker	49	Private	$10,280	10	z_SUV	no	$8,044	2	No	0	18	Highly Urban/ Urban
9709	1	2609.77857	0	34	3	16	$61,220	No	$237,329	Yes	z_F	z_High School	z_Blue Collar	46	Commercial	$4,900	7	z_SUV	no	$0	0	No	3	1	Highly Urban/ Urban
9710	0	0.00000	0	46	0	6	$85,408	No	$224,054	Yes	M	Masters	Lawyer	24	Private	$14,640	6	Minivan	no	$3,916	3	No	2	12	Highly Urban/ Urban
9711	0	0.00000	0	51	0	7	$100,505	No	$0	z_No	M	PhD	Doctor	21	Private	$4,540	4	Minivan	no	$9,281	3	No	4	NA	Highly Urban/ Urban
9712	0	0.00000	0	47	0	9	$18,896	No	$106,991	z_No	M	Bachelors	z_Blue Collar	14	Commercial	$12,250	4	Minivan	yes	$40,844	1	Yes	2	8	Highly Urban/ Urban
9713	0	0.00000	0	40	0	9	$64,032	No	$0	z_No	M	Masters	Lawyer	43	Private	$20,360	10	Minivan	yes	$0	0	No	0	NA	Highly Urban/ Urban
9715	0	0.00000	0	50	0	13		No	$167,905	Yes	M	Bachelors	Manager	36	Commercial	$11,530	1	Pickup	yes	$0	0	No	1	10	Highly Urban/ Urban
9716	0	0.00000	0	33	1	10	$30,885	Yes	$142,220	z_No	z_F	z_High School	z_Blue Collar	33	Commercial	$4,800	1	z_SUV	no	$6,772	3	No	0	1	z_Highly Rural/ Rural
9717	1	107586.13616	0	51	0	NA	$72,354	No	$213,346	Yes	M	Bachelors	Professional	44	Commercial	$18,110	1	Van	yes	$2,060	3	No	7	3	Highly Urban/ Urban
9719	0	0.00000	0	45	0	12	$92,049	No	$267,902	Yes	z_F	Bachelors	z_Blue Collar	66	Commercial	$6,000	1	Sports Car	no	$41,771	2	Yes	2	13	Highly Urban/ Urban
9720	1	4193.00000	0	28	4	16	$68,394	No	$226,146	Yes	M	Bachelors	z_Blue Collar	30	Commercial	$2,340	6	Minivan	no	$6,013	2	No	8	8	Highly Urban/ Urban
9721	0	0.00000	0	54	0	11	$29,393	No		Yes	z_F	<High School	z_Blue Collar	29	Private	$18,710	7	Sports Car	no	$0	0	Yes	0	1	Highly Urban/ Urban
9723	1	7483.22669	0	58	0	11	$70,745	No	$237,422	z_No	M	Bachelors	z_Blue Collar	15	Commercial	$21,170	7	Van	yes	$0	0	No	3	15	Highly Urban/ Urban
9724	1	9741.93988	2	43	2	6	$15,726	Yes		z_No	z_F	z_High School	Home Maker	30	Private	$7,370	10	Sports Car	no	$3,588	3	No	4	4	Highly Urban/ Urban
9725	0	0.00000	0	42	0	11	$22,486	No		z_No	M	Masters	Home Maker	13	Private	$12,810	1	Minivan	yes	$0	0	No	0	22	Highly Urban/ Urban
9726	0	0.00000	0	53	1	8	$46,573	No	$164,089	Yes	M	Bachelors	Professional	41	Commercial	$22,830	6	Panel Truck	yes	$11,541	4	No	0	9	Highly Urban/ Urban
9727	1	8748.00000	0	53	0	14	$22,395	No	$177,678	Yes	z_F	<High School	Clerical	47	Private	$9,040	6	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
9728	1	1995.00000	0	40	2	0		Yes	$0	z_No	z_F	Bachelors	Student	70	Commercial	$5,500	1	z_SUV	no	$0	0	No	2	11	z_Highly Rural/ Rural
9729	0	0.00000	1	41	1	12	$117,352	Yes	$0	z_No	M	Bachelors	z_Blue Collar	74	Commercial	$24,050	1	Panel Truck	yes	$0	0	No	0	NA	z_Highly Rural/ Rural
9730	0	0.00000	2	45	2	8	$14,856	No	$98,109	Yes	z_F	<High School	Home Maker	29	Private	$9,400	13	z_SUV	no	$0	0	No	2	6	z_Highly Rural/ Rural
9731	0	0.00000	0	46	0	11	$71,667	No		z_No	z_F	Bachelors	Professional	53	Commercial	$31,500	10	Van	no	$0	0	No	0	12	Highly Urban/ Urban
9732	0	0.00000	0	38	3	13	$79,678	No	$255,154	Yes	M	Bachelors	z_Blue Collar	68	Commercial	$13,150	8	Minivan	yes	$0	0	No	1	6	z_Highly Rural/ Rural
9733	0	0.00000	0	60	0	15	$148,887	No		Yes	M	PhD	Doctor	6	Private	$20,570	7	Minivan	no	$1,012	2	No	2	13	Highly Urban/ Urban
9734	0	0.00000	1	43	3	15	$48,077	No	$188,744	Yes	z_F	<High School	z_Blue Collar	58	Private	$21,210	6	Minivan	no	$3,931	1	No	5	1	Highly Urban/ Urban
9735	0	0.00000	0	53	0	6	$55,580	No	$214,013	Yes	z_F	PhD	Doctor	10	Private	$6,800	4	z_SUV	no	$0	0	No	0	14	Highly Urban/ Urban
9736	1	4493.00000	0	46	0	12	$216,464	No	$544,783	Yes	M	PhD	Manager	44	Commercial	$39,130	4	Panel Truck	no	$0	0	No	0	13	Highly Urban/ Urban
9737	0	0.00000	0	37	0	9	$183,039	No	$0	z_No	M	Masters		45	Commercial	$23,500	4	Panel Truck	yes	$0	0	No	1	18	z_Highly Rural/ Rural
9738	0	0.00000	0	51	0	12	$85,076	No	$249,276	Yes	z_F	Bachelors	Manager	25	Private	$25,860	4	Sports Car	no	$0	0	Yes	1	8	Highly Urban/ Urban
9740	0	0.00000	0	52	0	13	$32,636	No	$132,838	Yes	M	<High School	z_Blue Collar	32	Private	$9,960	6	Pickup	yes	$5,243	3	No	0	1	Highly Urban/ Urban
9741	1	4164.00000	0	48	0	14		No	$308,646	z_No	M	Bachelors	z_Blue Collar	47	Commercial	$17,690	4	Van	yes	$0	0	No	2	8	Highly Urban/ Urban
9742	1	1356.00000	0	55	0	14	$70,112	No	$284,285	Yes	z_F	z_High School	z_Blue Collar	21	Commercial	$22,740	6	Sports Car	no	$0	0	No	4	1	Highly Urban/ Urban
9743	0	0.00000	0	33	3	17	$6,503	No	$76,221	Yes	M	<High School	Clerical	25	Private	$12,480	6	Minivan	yes	$0	0	No	2	1	z_Highly Rural/ Rural
9744	0	0.00000	0	31	2	13	$40,008	No	$199,854	Yes	M	z_High School	Clerical	47	Private	$4,600	13	Pickup	no	$7,780	3	No	0	NA	Highly Urban/ Urban
9745	1	1089.00000	0	24	3	15	$13,003	No	$104,742	Yes	z_F	z_High School	Clerical	38	Private	$3,900	1	z_SUV	no	$0	0	No	7	1	Highly Urban/ Urban
9746	0	0.00000	0	33	4	NA	$0	No	$0	Yes	M	z_High School	Student	58	Private	$6,100	5	Minivan	yes	$6,316	1	No	6	1	Highly Urban/ Urban
9748	1	3790.00000	0	27	0	12	$42,254	No	$138,816	z_No	z_F	<High School	z_Blue Collar	47	Private	$5,730	1	z_SUV	no	$32,025	3	Yes	3	6	Highly Urban/ Urban
9749	0	0.00000	0	53	0	13	$186,706	No	$476,703	Yes	z_F	Masters		43	Commercial	$38,700	3	Panel Truck	no	$0	0	No	0	13	Highly Urban/ Urban
9750	1	4144.00000	0	39	2	13	$12,876	Yes	$0	z_No	z_F	<High School	Clerical	23	Private	$5,400	4	Sports Car	no	$7,415	3	No	7	4	Highly Urban/ Urban
9752	0	0.00000	0	43	2	15	$16,398	No	$108,219	Yes	M	<High School	Clerical	19	Private	$22,240	7	Van	no	$0	0	No	0	7	z_Highly Rural/ Rural
9753	0	0.00000	0	52	0	11	$86,563	No	$0	z_No	M	z_High School	z_Blue Collar	53	Commercial	$15,360	6	Minivan	no	$0	0	No	2	9	z_Highly Rural/ Rural
9754	0	0.00000	0	50	0	11	$46,191	No	$0	z_No	z_F	Masters	Manager	15	Private	$11,120	7	z_SUV	no	$4,292	2	No	2	14	Highly Urban/ Urban
9755	0	0.00000	0	51	0	10	$205,354	No	$0	z_No	M	PhD	Doctor	32	Private	$22,040	3	Van	no	$1,305	4	No	0	18	Highly Urban/ Urban
9756	1	4303.00000	1	45	2	15	$64,916	No	$232,064	Yes	z_F	Bachelors	z_Blue Collar	57	Commercial	$30,870	1	Pickup	no	$41,476	1	Yes	4	12	Highly Urban/ Urban
9758	1	2027.00000	0	42	0	15	$73,551	No	$0	z_No	z_F	Masters	Lawyer	33	Private	$13,060	1	Minivan	no	$23,213	2	Yes	4	8	Highly Urban/ Urban
9761	0	0.00000	0	49	0	13	$41,483	No	$171,754	Yes	M	PhD	Lawyer	49	Private	$15,400	3	Minivan	no	$3,516	1	No	5	20	Highly Urban/ Urban
9762	0	0.00000	0	45	0	13	$47,763	No	$157,820	z_No	z_F	Masters	Lawyer	24	Private	$10,780	1	z_SUV	no	$7,176	4	No	0	14	Highly Urban/ Urban
9763	0	0.00000	0	52	0	11	$25,844	No	$154,309	Yes	z_F	z_High School	Clerical	43	Private	$9,280	3	z_SUV	no	$0	0	No	0	7	z_Highly Rural/ Rural
9765	0	0.00000	0	51	0	8	$51,650	No	$180,795	Yes	M	Bachelors	Manager	39	Commercial	$27,930	7	Panel Truck	no	$1,872	2	No	1	11	Highly Urban/ Urban
9766	0	0.00000	0	57	1	14	$18,775	No		Yes	z_F	Masters	Home Maker	68	Private	$3,380	13	Sports Car	no	$0	0	No	0	14	z_Highly Rural/ Rural
9767	0	0.00000	0	45	2	14	$1,405	No	$90,146	Yes	z_F	Masters	Lawyer	30	Private	$12,470	1	z_SUV	no	$0	0	No	0	12	Highly Urban/ Urban
9768	0	0.00000	0	50	0	0	$0	No	$63,705	z_No	z_F	Bachelors	Home Maker	33	Private	$11,050	6	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
9769	0	0.00000	0	41	0	6	$130	No	$85,855	Yes	z_F	z_High School	Home Maker	42	Private	$5,340	7	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
9770	0	0.00000	0	46	0	11	$61,585	No	$225,119	Yes	M	z_High School	Professional	27	Private	$11,470	10	Minivan	yes	$0	0	No	0	8	z_Highly Rural/ Rural
9771	0	0.00000	0	40	0	13	$32,131	No	$133,568	Yes	M	z_High School	Manager	24	Commercial	$12,190	4	Pickup	yes	$0	0	No	0	1	Highly Urban/ Urban
9772	0	0.00000	0	48	0	16	$56,932	No	$225,092	Yes	z_F	Bachelors	Professional	13	Private	$7,640	6	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
9773	0	0.00000	0	46	0	6	$77,946	No	$225,853	Yes	M	z_High School	z_Blue Collar	34	Commercial	$20,820	1	Minivan	yes	$14,351	3	No	0	1	Highly Urban/ Urban
9774	0	0.00000	0	57	0	13	$50,021	No	$0	z_No	z_F	<High School	z_Blue Collar	64	Private	$15,110	6	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
9775	0	0.00000	0	46	0	10	$81,941	No	$277,792	z_No	z_F	Masters	Lawyer	5	Private	$14,290	1	Minivan	no	$0	0	No	0	13	Highly Urban/ Urban
9777	1	2883.00000	0	59	0	17	$85,596	No	$276,908	Yes	z_F	PhD	Doctor	53	Private	$24,580	4	Pickup	no	$8,209	1	No	2	14	Highly Urban/ Urban
9779	0	0.00000	0	31	1	9	$89,640	No	$223,021	Yes	M	<High School	Manager	45	Commercial	$21,950	6	Van	yes	$4,797	1	No	3	1	Highly Urban/ Urban
9780	0	0.00000	0	33	2	13	$13,843	No	$118,722	Yes	z_F	<High School	Clerical	26	Private	$3,480	9	Sports Car	no	$0	0	No	0	NA	z_Highly Rural/ Rural
9781	0	0.00000	0	35	1	15	$116,733	No	$349,837	Yes	M	Bachelors	Manager	49	Commercial	$16,670	6	Van	yes	$10,623	1	No	1	1	Highly Urban/ Urban
9782	1	1005.21438	0	38	0	0	$0	No	$0	Yes	z_F	Bachelors	Student	53	Private	$3,430	6	z_SUV	no	$0	0	Yes	1	11	Highly Urban/ Urban
9783	0	0.00000	0	44	0	12	$29,819	No	$0	z_No	M	<High School	Clerical	26	Private	$8,880	10	Pickup	yes	$7,536	1	No	0	1	Highly Urban/ Urban
9784	0	0.00000	0	30	3	13	$18,972	Yes	$119,932	z_No	M	<High School	z_Blue Collar	29	Commercial	$31,460	6	Panel Truck	yes	$588	2	No	4	6	Highly Urban/ Urban
9785	0	0.00000	1	43	1	12	$41,720	No	$170,273	Yes	z_F	z_High School	Clerical	37	Private	$12,190	6	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
9787	1	6319.00000	0	29	4	0	$0	No	$0	Yes	M	z_High School	Student	11	Commercial	$13,900	1	Minivan	yes	$3,682	3	No	9	8	Highly Urban/ Urban
9788	0	0.00000	0	22	2	10	$23,452	No	$121,949	Yes	z_F	Masters		34	Private	$3,700	6	Sports Car	yes	$5,678	1	No	8	6	Highly Urban/ Urban
9789	0	0.00000	0	53	0	13	$59,781	No	$246,460	Yes	z_F	Bachelors	Home Maker	50	Private	$9,560	7	z_SUV	no	$0	0	No	2	1	Highly Urban/ Urban
9790	0	0.00000	0	38	2	10	$60,107	Yes	$206,738	z_No	M	Bachelors	Professional	33	Commercial	$11,310	1	Pickup	no	$0	0	No	0	6	z_Highly Rural/ Rural
9791	0	0.00000	0	47	0	13	$53,420	No	$193,459	Yes	M	Bachelors	Professional	27	Commercial	$6,200	10	Pickup	no	$0	0	Yes	3	12	Highly Urban/ Urban
9792	0	0.00000	0	55	0	13	$81,446	No		Yes	M	Masters		36	Commercial	$26,960	1	Panel Truck	yes	$10,284	1	No	0	16	z_Highly Rural/ Rural
9793	0	0.00000	0	42	1	15	$31,570	No	$143,819	Yes	M	Bachelors	z_Blue Collar	13	Commercial	$8,860	6	Pickup	no	$0	0	No	0	12	Highly Urban/ Urban
9794	0	0.00000	0	57	0	13	$43,780	No	$197,162	Yes	M	Bachelors	z_Blue Collar	56	Commercial	$12,900	1	Minivan	yes	$0	0	No	0	1	z_Highly Rural/ Rural
9795	0	0.00000	0	47	0	12	$31,984	No	$171,859	Yes	M	<High School	z_Blue Collar	25	Commercial	$9,400	4	Pickup	yes	$6,136	3	No	5	1	Highly Urban/ Urban
9796	0	0.00000	0	31	3	4	$62,412	No	$241,054	Yes	z_F	Bachelors	Manager	42	Private	$10,840	10	z_SUV	no	$0	0	No	0	17	Highly Urban/ Urban
9797	0	0.00000	0	58	0	13	$84,376	No	$279,277	Yes	M	Masters		23	Private	$12,340	1	Minivan	no	$0	0	No	0	12	Highly Urban/ Urban
9798	0	0.00000	0	47	0	14	$45,261	No	$175,420	Yes	z_F	z_High School	z_Blue Collar	43	Commercial	$10,730	6	z_SUV	no	$3,036	1	No	0	1	Highly Urban/ Urban
9799	0	0.00000	0	48	0	11	$79,356	No	$283,771	Yes	M	Bachelors	Manager	26	Private	$6,300	1	Pickup	no	$3,790	4	No	3	13	Highly Urban/ Urban
9800	1	5996.00000	2	39	3	0	$0	Yes	$0	z_No	z_F	PhD	Home Maker	30	Commercial	$22,810	1	Pickup	no	$0	0	Yes	0	19	Highly Urban/ Urban
9801	0	0.00000	0	36	0	NA	$23,232	No	$136,943	Yes	z_F	<High School	Clerical	57	Private	$13,070	1	z_SUV	no	$49,011	2	Yes	5	1	Highly Urban/ Urban
9802	0	0.00000	0	39	0	14	$93,077	No	$244,764	Yes	M	Bachelors	Professional	29	Private	$14,710	1	Minivan	yes	$0	0	No	0	1	z_Highly Rural/ Rural
9805	1	12536.31502	1	36	2	8	$88,236	Yes	$0	z_No	z_F	Bachelors	Professional	20	Private	$19,050	1	Minivan	no	$0	0	Yes	5	13	Highly Urban/ Urban
9806	1	4979.00000	0	46	0	6	$41,077	No	$139,416	Yes	M	Bachelors	Professional	26	Commercial	$22,610	9	Panel Truck	yes	$2,161	2	No	3	8	Highly Urban/ Urban
9807	0	0.00000	0	52	0	10	$161,142	No	$430,785	z_No	z_F	PhD	Doctor	41	Private	$22,480	7	Minivan	no	$0	0	No	1	10	Highly Urban/ Urban
9808	1	1102.00000	0	46	0	14	$50,272	No	$162,891	Yes	z_F	Bachelors	z_Blue Collar	55	Commercial	$27,620	1	Pickup	no	$0	0	No	0	6	Highly Urban/ Urban
9809	1	5007.00000	0	30	1	12	$43,453	No	$150,500	Yes	M	z_High School	Clerical	49	Private	$8,850	8	Pickup	yes	$31,658	2	Yes	5	10	Highly Urban/ Urban
9810	0	0.00000	0	53	0	NA	$40,473	No	$194,669	z_No	M	z_High School	Clerical	27	Private	$10,850	11	Minivan	yes	$0	0	No	0	10	Highly Urban/ Urban
9811	1	4167.00000	0	56	0	14	$68,485	No	$0	z_No	z_F	Bachelors	Professional	62	Private	$8,900	6	z_SUV	no	$6,281	2	No	7	8	Highly Urban/ Urban
9812	0	0.00000	1	52	1	NA	$46,464	Yes	$184,637	z_No	z_F	Bachelors	Professional	44	Commercial	$30,160	6	Pickup	no	$0	0	No	3	10	z_Highly Rural/ Rural
9813	1	2493.00000	0	47	0	9	$34,362	No	$0	z_No	M	z_High School	z_Blue Collar	28	Commercial	$9,640	6	Pickup	no	$33,018	2	Yes	7	7	Highly Urban/ Urban
9814	0	0.00000	0	33	3	15	$9,157	No	$0	Yes	z_F	z_High School	Student	35	Private	$17,970	6	Minivan	no	$5,548	2	No	4	8	Highly Urban/ Urban
9816	1	3780.00000	0	52	0	12	$72,632	No	$240,387	z_No	M	Bachelors	z_Blue Collar	19	Commercial	$9,800	1	Minivan	yes	$30,167	3	Yes	0	11	Highly Urban/ Urban
9817	0	0.00000	0	37	0	0	$0	No	$0	z_No	z_F	z_High School	Home Maker	54	Private	$14,400	4	Minivan	no	$0	0	No	0	NA	z_Highly Rural/ Rural
9818	0	0.00000	0	44	0	8	$68,770	No	$0	z_No	M	Masters	Manager	23	Private	$10,630	1	Pickup	yes	$8,924	1	No	0	14	Highly Urban/ Urban
9819	0	0.00000	0	45	3	16	$60,945	No	$189,813	Yes	z_F	Masters	Manager	27	Commercial	$33,160	1	Van	no	$0	0	No	0	28	Highly Urban/ Urban
9820	0	0.00000	0	52	0	13	$1,702	No	$0	Yes	z_F	z_High School	Home Maker	40	Private	$1,670	1	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
9821	1	78874.19056	1	57	2	16	$119,068	Yes	$342,788	z_No	M	PhD		60	Commercial	$37,130	6	Panel Truck	no	$7,160	4	No	2	12	Highly Urban/ Urban
9822	0	0.00000	0	51	0	7	$54,804	No	$0	z_No	z_F	Masters		26	Commercial	$28,290	1	Pickup	no	$6,746	4	No	3	21	Highly Urban/ Urban
9823	0	0.00000	1	42	2	15	$22,155	No	$127,123	Yes	M	Masters	Lawyer	30	Private	$7,920	6	Pickup	yes	$0	0	No	0	15	Highly Urban/ Urban
9828	0	0.00000	2	41	2	13		No	$283,152	Yes	z_F	Bachelors	z_Blue Collar	27	Commercial	$14,260	3	z_SUV	no	$3,712	1	No	3	9	Highly Urban/ Urban
9829	0	0.00000	0	42	0	12	$65,037	No	$210,955	Yes	z_F	Masters	Lawyer	9	Private	$12,200	3	z_SUV	no	$0	0	No	2	6	Highly Urban/ Urban
9830	0	0.00000	0	39	2	12	$3,612	Yes	$0	z_No	z_F	z_High School	Student	69	Commercial	$16,230	14	Minivan	no	$0	0	Yes	2	7	z_Highly Rural/ Rural
9831	1	3562.00000	0	16	3	11	$11,719	No	$74,994	Yes	M	z_High School	Clerical	51	Private	$4,270	4	Minivan	yes	$0	0	No	2	11	Highly Urban/ Urban
9832	0	0.00000	0	46	0	12	$100,018	No	$346,916	Yes	z_F	Masters	Manager	5	Private	$16,100	13	z_SUV	no	$0	0	No	0	NA	Highly Urban/ Urban
9834	0	0.00000	0	43	0	10	$69,479	No	$256,801	Yes	M	Masters	Professional	53	Private	$9,690	4	Pickup	yes	$0	0	Yes	2	15	Highly Urban/ Urban
9836	0	0.00000	0	28	1	NA	$20,852	No	$123,109	Yes	z_F	z_High School	Home Maker	5	Private	$11,440	4	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
9837	0	0.00000	0	62	0	14	$41,444	No	$198,919	Yes	M	Bachelors	Professional	64	Commercial	$19,540	4	Pickup	yes	$0	0	No	4	NA	z_Highly Rural/ Rural
9838	0	0.00000	0	50	0	14	$24,833	No	$0	z_No	z_F	Bachelors	Clerical	38	Private	$20,230	12	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
9839	0	0.00000	0	46	0	6	$85,384	No	$266,348	z_No	M	Masters	Manager	44	Private	$23,270	7	Minivan	no	$5,462	3	No	2	9	Highly Urban/ Urban
9840	1	4859.00000	0	60	0	13	$135,747	No	$0	z_No	M	Masters	Professional	21	Commercial	$34,800	13	Panel Truck	no	$3,306	2	No	0	11	Highly Urban/ Urban
9841	0	0.00000	0	57	0	15		No	$167,419	Yes	z_F	z_High School	z_Blue Collar	56	Private	$12,370	10	Minivan	no	$0	0	No	0	11	z_Highly Rural/ Rural
9842	0	0.00000	0	41	0	13	$28,803	No	$136,808	Yes	M	z_High School	Clerical	21	Private	$13,910	6	Minivan	yes	$0	0	No	0	NA	z_Highly Rural/ Rural
9843	1	6042.00000	1	39	1	15	$22,271	No	$163,729	Yes	z_F	z_High School	Clerical	11	Private	$11,490	7	Sports Car	no	$25,260	1	No	2	2	z_Highly Rural/ Rural
9844	0	0.00000	0	53	0	13	$242,749	No	$539,586	Yes	M	PhD		27	Commercial	$33,070	6	Panel Truck	yes	$0	0	No	0	15	Highly Urban/ Urban
9845	0	0.00000	0	53	0	15	$73,714	No	$225,278	Yes	M	Masters	Lawyer	49	Private	$21,190	4	Van	yes	$0	0	No	0	18	z_Highly Rural/ Rural
9846	0	0.00000	0	38	0	6	$148,642	No	$391,294	Yes	M	Masters		30	Commercial	$20,880	1	Van	no	$0	0	No	0	18	Highly Urban/ Urban
9847	0	0.00000	0	45	1	15	$32,596	No		Yes	z_F	Bachelors	Student	39	Commercial	$11,490	11	z_SUV	no	$0	0	No	0	10	Highly Urban/ Urban
9848	0	0.00000	0	39	3	13	$164,047	Yes	$421,956	z_No	z_F	PhD	Manager	16	Private	$39,520	7	Van	no	$0	0	No	0	13	Highly Urban/ Urban
9849	0	0.00000	0	40	0	NA	$58,328	No	$203,008	Yes	M	z_High School	Professional	46	Commercial	$34,050	1	Panel Truck	no	$0	0	No	2	6	Highly Urban/ Urban
9850	0	0.00000	0	53	0	11	$30,963	No	$0	z_No	M	Masters	Lawyer	29	Private	$14,880	1	Minivan	yes	$0	0	No	2	9	z_Highly Rural/ Rural
9851	0	0.00000	0	40	0	7	$33,536	No	$156,336	Yes	z_F	z_High School	Clerical	36	Commercial	$20,290	6	Pickup	no	$1,365	2	No	0	1	z_Highly Rural/ Rural
9852	1	7618.64667	0	48	0	11	$65,240	No	$189,120	z_No	z_F	z_High School	z_Blue Collar	5	Commercial	$8,020	4	z_SUV	no	$846	1	No	0	1	Highly Urban/ Urban
9853	0	0.00000	0	53	0	NA	$67,923	No	$0	z_No	z_F	Bachelors	Manager	54	Private	$23,340	1	Sports Car	no	$21,838	2	No	0	10	Highly Urban/ Urban
9854	0	0.00000	0	43	0	12	$300	No	$119,608	Yes	z_F	<High School	Home Maker	44	Private	$1,500	4	Sports Car	no	$0	0	No	1	1	z_Highly Rural/ Rural
9855	0	0.00000	0	55	0	10	$123,807	No	$0	z_No	M	Masters	Manager	36	Private	$38,230	1	Minivan	yes	$0	0	No	1	8	Highly Urban/ Urban
9856	0	0.00000	0	50	0	13	$175,098	No	$499,296	Yes	z_F	PhD		44	Commercial	$34,250	7	Pickup	no	$0	0	No	3	4	Highly Urban/ Urban
9857	1	2738.00000	0	47	0	NA	$0	No	$0	Yes	M	z_High School	Student	33	Commercial	$6,620	1	Pickup	yes	$4,093	3	No	1	8	Highly Urban/ Urban
9858	1	4941.00000	0	48	0	12	$51,920	No	$167,105	Yes	z_F	z_High School	Professional	31	Private	$14,140	1	z_SUV	no	$40,023	3	Yes	0	1	Highly Urban/ Urban
9859	0	0.00000	0	41	3	12	$52,073	Yes	$0	z_No	z_F	z_High School	Clerical	25	Private	$5,600	6	z_SUV	no	$2,405	3	No	5	1	Highly Urban/ Urban
9861	1	1842.00000	0	40	0	7	$82,813	No	$0	z_No	z_F	Bachelors	z_Blue Collar	51	Commercial	$13,780	11	z_SUV	no	$8,593	3	No	0	9	Highly Urban/ Urban
9862	0	0.00000	0	42	0	12	$131,050	No	$382,673	z_No	M	PhD		30	Commercial	$23,300	6	Panel Truck	yes	$958	1	No	3	14	Highly Urban/ Urban
9863	0	0.00000	0	40	0	6	$17,885	No	$0	z_No	M	z_High School	Student	54	Commercial	$10,940	11	Pickup	no	$0	0	No	1	9	z_Highly Rural/ Rural
9864	0	0.00000	0	51	0	13	$121,237	No	$342,601	Yes	z_F	Masters	Lawyer	16	Private	$19,270	9	z_SUV	no	$0	0	No	3	10	Highly Urban/ Urban
9866	0	0.00000	0	56	0	13	$105,111	No	$324,250	Yes	M	Bachelors	Professional	63	Private	$33,150	1	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
9867	0	0.00000	0	64	0	15	$18,690	No	$0	z_No	M	Bachelors	Manager	31	Private	$28,640	7	Minivan	yes	$0	0	No	0	7	Highly Urban/ Urban
9868	1	5032.00000	0	50	0	13	$52,913	No	$173,613	Yes	M	z_High School	z_Blue Collar	37	Commercial	$9,980	3	Pickup	yes	$3,368	4	No	4	1	Highly Urban/ Urban
9869	1	2522.00000	3	44	3	NA	$115,100	No	$318,540	Yes	M	Masters		37	Commercial	$28,630	1	Panel Truck	no	$3,440	1	Yes	9	16	Highly Urban/ Urban
9870	0	0.00000	0	40	0	12	$419	No	$94,291	Yes	z_F	PhD	Home Maker	25	Private	$10,790	4	z_SUV	no	$5,304	4	No	0	14	Highly Urban/ Urban
9872	0	0.00000	1	45	3	15	$79,586	No		Yes	z_F	Masters	Lawyer	5	Private	$27,670	1	Minivan	no	$0	0	No	0	13	Highly Urban/ Urban
9873	1	7170.00000	0	42	0	9	$47,983	No	$194,098	z_No	z_F	z_High School	Manager	44	Private	$20,390	6	Sports Car	no	$0	0	No	0	7	Highly Urban/ Urban
9875	0	0.00000	0	56	0	15	$104,029	No	$296,366	Yes	z_F	Masters	Lawyer	34	Private	$7,100	7	z_SUV	no	$0	0	Yes	2	11	Highly Urban/ Urban
9876	0	0.00000	0	58	0	13		No	$0	z_No	M	Bachelors	Professional	20	Commercial	$27,140	7	Panel Truck	yes	$0	0	No	0	15	Highly Urban/ Urban
9877	1	5582.00000	0	54	0	14	$107,009	No	$312,734	Yes	M	Masters	Lawyer	25	Private	$6,900	1	Pickup	yes	$0	0	No	0	15	Highly Urban/ Urban
9878	0	0.00000	0	45	2	9	$46,846	No	$224,065	Yes	z_F	Bachelors	Manager	49	Private	$27,410	1	z_SUV	no	$0	0	Yes	0	10	Highly Urban/ Urban
9879	0	0.00000	0	49	0	10	$69,515	No	$238,630	z_No	M	Masters	Lawyer	27	Private	$17,520	7	Van	no	$0	0	No	1	9	Highly Urban/ Urban
9881	0	0.00000	0	35	0	10	$90,519	No	$248,221	Yes	z_F	Masters	Lawyer	34	Private	$7,430	1	z_SUV	no	$0	0	No	4	18	Highly Urban/ Urban
9883	0	0.00000	0	40	1	11	$1,965	Yes	$0	z_No	z_F	PhD	Home Maker	21	Private	$20,630	1	Minivan	no	$0	0	No	2	11	Highly Urban/ Urban
9884	0	0.00000	0	43	0	12	$110,705	No	$0	z_No	M	Masters	Manager	50	Private	$30,670	6	Minivan	no	$0	0	No	0	18	Highly Urban/ Urban
9886	1	1473.00000	0	48	0	10	$33,422	No	$170,714	z_No	M	Bachelors	Professional	13	Commercial	$11,550	1	Pickup	no	$17,831	2	Yes	13	13	z_Highly Rural/ Rural
9887	0	0.00000	0	48	0	10	$68,334	No	$0	z_No	z_F	Bachelors	Professional	36	Private	$6,300	11	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
9889	0	0.00000	0	61	0	NA	$121,688	No	$378,194	Yes	z_F	Masters	Lawyer	63	Private	$19,770	12	Sports Car	no	$0	0	No	0	7	z_Highly Rural/ Rural
9890	0	0.00000	0	37	0	7	$85,267	No	$273,354	z_No	z_F	Bachelors	Manager	69	Commercial	$32,410	5	Van	no	$7,427	3	No	8	8	Highly Urban/ Urban
9891	0	0.00000	0	44	1	13	$53,483	No	$191,128	Yes	z_F	z_High School	z_Blue Collar	28	Commercial	$30,000	4	Panel Truck	no	$4,705	1	No	3	6	Highly Urban/ Urban
9894	0	0.00000	0	38	2	13	$29,674	Yes	$0	z_No	M	z_High School	Clerical	21	Private	$8,250	7	Minivan	yes	$5,316	3	No	4	NA	Highly Urban/ Urban
9895	1	1348.00000	2	44	2	14	$6,038	No	$74,078	Yes	z_F	z_High School	Home Maker	25	Private	$6,420	1	z_SUV	no	$12,003	2	No	0	1	Highly Urban/ Urban
9897	0	0.00000	0	32	1	11	$136,758	No	$378,638	Yes	z_F	Masters		48	Private	$18,380	1	z_SUV	no	$28,038	1	No	5	14	Highly Urban/ Urban
9898	0	0.00000	0	41	0	12	$110,624	No	$283,358	Yes	z_F	Masters	Lawyer	8	Private	$16,660	4	Minivan	no	$0	0	No	4	15	Highly Urban/ Urban
9899	0	0.00000	0	37	2	13	$124,587	Yes	$347,575	z_No	M	PhD	Doctor	33	Private	$13,960	10	Minivan	yes	$43,183	3	No	5	21	Highly Urban/ Urban
9900	0	0.00000	0	34	1	10	$84,128	Yes	$236,963	z_No	z_F	Masters	Professional	8	Private	$13,310	3	Sports Car	no	$0	0	No	0	14	z_Highly Rural/ Rural
9901	0	0.00000	0	38	0	10	$31,831	No	$111,405	z_No	M	z_High School	Clerical	28	Private	$8,480	3	Pickup	yes	$0	0	Yes	0	5	z_Highly Rural/ Rural
9903	0	0.00000	0	39	0	7	$10,206	No	$0	z_No	z_F	Bachelors	Home Maker	32	Private	$9,730	1	z_SUV	no	$0	0	No	0	12	Highly Urban/ Urban
9904	0	0.00000	2	62	3	17	$148,705	No	$385,125	Yes	z_F	Masters	Manager	35	Private	$26,720	6	z_SUV	no	$5,542	3	No	0	13	Highly Urban/ Urban
9905	0	0.00000	0	47	0	6		No	$106,322	Yes	M	z_High School	Clerical	45	Private	$8,500	6	Pickup	no	$9,965	1	No	9	1	Highly Urban/ Urban
9907	0	0.00000	0	50	0	12	$51,135	No	$149,405	Yes	M	Masters	Lawyer	32	Private	$1,500	17	Minivan	yes	$0	0	No	6	13	Highly Urban/ Urban
9908	0	0.00000	0	47	0	9	$147,216	No	$371,761	Yes	z_F	Masters	Lawyer	41	Private	$28,920	17	z_SUV	no	$0	0	No	1	6	Highly Urban/ Urban
9909	1	7123.00000	0	36	0	7	$19,341	No	$118,468	z_No	M	<High School	z_Blue Collar	36	Commercial	$7,030	11	Pickup	no	$0	0	No	1	1	Highly Urban/ Urban
9911	0	0.00000	0	32	3	7	$9,682	Yes	$84,057	z_No	M	<High School	Student	57	Commercial	$27,790	4	Panel Truck	no	$0	0	Yes	0	6	Highly Urban/ Urban
9912	1	4865.00000	0	46	0	11	$50,159	No	$226,464	z_No	z_F	Bachelors	Manager	10	Private	$18,430	3	Sports Car	no	$0	0	No	3	10	Highly Urban/ Urban
9913	1	2671.00000	0	55	0	9	$59,196	No	$178,362	Yes	z_F	Masters	Lawyer	77	Private	$7,420	4	Sports Car	no	$4,274	3	No	0	21	Highly Urban/ Urban
9915	0	0.00000	0	54	0	11	$27,839	No	$174,220	Yes	M	<High School	z_Blue Collar	29	Private	$16,970	3	Van	yes	$0	0	No	3	4	Highly Urban/ Urban
9916	0	0.00000	0	28	1	12	$64,854	No	$205,489	Yes	z_F	Bachelors	z_Blue Collar	46	Private	$25,980	1	Minivan	no	$0	0	No	0	11	z_Highly Rural/ Rural
9917	1	3599.00000	0	42	0	11	$74,379	No	$0	z_No	M	Bachelors	Clerical	55	Commercial	$5,020	1	Pickup	no	$2,225	3	No	5	9	Highly Urban/ Urban
9919	0	0.00000	0	60	0	16	$20,139	No	$193,148	Yes	M	<High School	Clerical	28	Private	$18,490	3	Van	no	$0	0	No	2	9	Highly Urban/ Urban
9921	1	3858.00000	2	41	3	NA	$11,233	No	$140,788	Yes	z_F	Bachelors	Home Maker	53	Private	$10,580	7	z_SUV	no	$8,829	2	No	4	18	Highly Urban/ Urban
9922	0	0.00000	0	49	0	12	$25,738	No	$0	z_No	M	<High School	Clerical	28	Private	$4,070	3	Minivan	yes	$5,416	1	No	0	6	Highly Urban/ Urban
9923	0	0.00000	0	40	0	11	$62,849	No	$225,934	Yes	z_F	Bachelors	Professional	41	Private	$21,990	13	Minivan	no	$7,761	2	No	7	8	Highly Urban/ Urban
9924	0	0.00000	0	28	2	12	$34,043	Yes	$137,615	z_No	M	z_High School	Manager	32	Private	$27,160	1	Minivan	no	$0	0	Yes	0	1	Highly Urban/ Urban
9925	0	0.00000	0	44	2	11	$188,428	No	$497,746	Yes	z_F	PhD		35	Commercial	$27,300	7	Pickup	no	$0	0	No	1	14	Highly Urban/ Urban
9927	0	0.00000	0	34	1	11	$147,478	No	$400,336	Yes	M	Masters		46	Commercial	$24,350	1	Panel Truck	no	$3,210	4	No	0	11	Highly Urban/ Urban
9928	0	0.00000	0	40	2	0	$0	No	$0	Yes	z_F	z_High School	Home Maker	57	Private	$1,500	4	z_SUV	no	$0	0	No	2	1	z_Highly Rural/ Rural
9929	1	6445.00000	0	32	3	14	$36,343	No	$156,621	Yes	z_F	z_High School	Clerical	46	Private	$3,540	1	z_SUV	no	$0	0	No	3	1	Highly Urban/ Urban
9930	1	13810.01247	1	37	2	NA	$107,961	No	$333,680	Yes	M	Bachelors	z_Blue Collar	44	Commercial	$24,850	1	Panel Truck	yes	$0	0	Yes	0	7	Highly Urban/ Urban
9932	0	0.00000	0	56	3	17	$136,526	No	$372,715	Yes	M	Bachelors	z_Blue Collar	10	Commercial	$20,750	10	Van	yes	$0	0	No	0	7	Highly Urban/ Urban
9933	0	0.00000	0	46	0	11	$82,742	No	$0	z_No	M	z_High School	Manager	25	Private	$14,370	7	Minivan	no	$12,502	2	No	0	10	Highly Urban/ Urban
9934	1	5134.00000	0	37	0	14	$14,941	No	$127,238	Yes	M	PhD	Manager	33	Private	$6,690	4	Pickup	no	$0	0	No	0	14	Highly Urban/ Urban
9936	0	0.00000	0	41	0	3	$85,545	No	$0	z_No	z_F	Masters	Lawyer	36	Private	$6,240	1	z_SUV	no	$0	0	No	0	21	Highly Urban/ Urban
9937	0	0.00000	0	51	0	9	$75,375	No	$267,988	z_No	M	Masters		28	Commercial	$23,380	4	Panel Truck	yes	$952	3	No	6	NA	Highly Urban/ Urban
9938	0	0.00000	0	52	0	11	$179,483	No	$496,761	Yes	z_F	PhD		32	Commercial	$43,530	1	Panel Truck	no	$0	0	No	2	19	Highly Urban/ Urban
9939	0	0.00000	0	41	0	11	$94,050	No		z_No	z_F	Bachelors	z_Blue Collar	49	Commercial	$15,000	1	z_SUV	no	$0	0	No	1	14	Highly Urban/ Urban
9940	0	0.00000	0	52	0	13	$25,894	No	$117,638	Yes	z_F	z_High School	Clerical	36	Private	$12,140	7	Sports Car	no	$3,982	2	No	0	1	Highly Urban/ Urban
9941	1	3725.00000	0	41	0	12	$53,008	No	$200,442	Yes	M	z_High School	z_Blue Collar	42	Private	$8,790	1	Minivan	yes	$0	0	No	1	10	Highly Urban/ Urban
9942	0	0.00000	0	56	0	13	$63,891	No	$217,027	Yes	M	Masters	Manager	21	Private	$13,880	1	Minivan	yes	$0	0	No	0	1	Highly Urban/ Urban
9943	0	0.00000	0	55	0	15	$86,516	No	$311,279	Yes	M	Bachelors	Professional	52	Private	$17,070	6	Van	yes	$31,798	2	No	4	1	Highly Urban/ Urban
9944	0	0.00000	0	51	0	14	$55,037	No	$215,748	Yes	M	Masters	Lawyer	24	Private	$7,000	3	Pickup	yes	$0	0	No	0	10	Highly Urban/ Urban
9946	0	0.00000	0	47	0	NA	$139,885	No	$0	z_No	M	PhD		35	Commercial	$21,890	6	Van	yes	$0	0	No	1	9	z_Highly Rural/ Rural
9947	0	0.00000	0	57	2	16	$71,518	Yes	$0	z_No	M	Masters	Manager	5	Private	$14,350	4	Minivan	no	$0	0	No	0	13	Highly Urban/ Urban
9948	0	0.00000	0	52	0	11	$78,348	No	$0	z_No	z_F	Bachelors	z_Blue Collar	5	Commercial	$14,530	7	z_SUV	no	$0	0	No	0	NA	z_Highly Rural/ Rural
9949	1	14508.96412	0	41	0	0	$0	No	$109,155	z_No	z_F	Masters	Home Maker	47	Private	$13,030	1	z_SUV	no	$2,334	1	No	3	15	Highly Urban/ Urban
9950	0	0.00000	0	33	2	15	$92,052	No	$295,952	Yes	M	Bachelors	Professional	33	Private	$4,800	1	Minivan	no	$0	0	No	1	10	Highly Urban/ Urban
9951	0	0.00000	0	50	0	10	$51,553	No	$173,821	z_No	M	Bachelors	Manager	17	Private	$14,460	1	Minivan	yes	$0	0	No	0	13	Highly Urban/ Urban
9952	0	0.00000	0	50	0	11	$62,830	No	$239,936	Yes	M	Masters	Lawyer	39	Private	$14,530	1	Minivan	no	$0	0	No	0	10	Highly Urban/ Urban
9954	0	0.00000	0	66	0	13	$14,815	No	$87,347	Yes	z_F	z_High School	Clerical	12	Private	$13,390	4	Sports Car	no	$0	0	No	2	1	z_Highly Rural/ Rural
9955	0	0.00000	0	42	0	11	$61,182	No	$201,094	Yes	M	Bachelors	z_Blue Collar	24	Commercial	$14,510	6	Minivan	yes	$0	0	No	0	12	z_Highly Rural/ Rural
9956	0	0.00000	0	47	0	13	$47,355	No	$165,540	Yes	z_F	z_High School	z_Blue Collar	49	Private	$14,310	4	Minivan	yes	$11,087	2	No	0	NA	Highly Urban/ Urban
9958	0	0.00000	0	36	2	8	$45,034	Yes	$175,140	z_No	M	z_High School	Manager	5	Private	$14,160	7	Minivan	no	$0	0	No	1	1	Highly Urban/ Urban
9959	1	1743.00000	0	35	2	15	$39,322	No		Yes	M	z_High School	Clerical	41	Private	$6,090	6	Pickup	yes	$2,312	3	No	1	7	Highly Urban/ Urban
9960	1	5052.00000	0	37	0	12	$33,236	No	$165,820	z_No	M	<High School	Clerical	49	Private	$5,200	1	Minivan	yes	$1,020	1	No	4	1	Highly Urban/ Urban
9961	1	3538.00000	0	46	0	11	$45,300	No	$152,064	Yes	M	z_High School	z_Blue Collar	28	Commercial	$10,630	1	Pickup	yes	$0	0	No	1	1	Highly Urban/ Urban
9962	0	0.00000	0	36	1	12	$98,573	No	$289,177	Yes	z_F	Masters	Manager	62	Private	$14,960	6	Minivan	no	$0	0	No	3	16	Highly Urban/ Urban
9964	0	0.00000	0	40	3	11	$88,075	Yes	$256,761	z_No	M	Bachelors	Professional	34	Private	$16,010	4	Minivan	no	$0	0	No	1	1	Highly Urban/ Urban
9965	0	0.00000	1	43	2	17	$82,947	No	$264,359	Yes	M	Masters	Professional	35	Commercial	$20,710	4	Van	yes	$3,963	3	No	5	16	Highly Urban/ Urban
9966	0	0.00000	0	47	0	10	$33,645	No	$176,211	z_No	M	Masters	Lawyer	29	Private	$24,640	6	Minivan	yes	$0	0	No	0	8	z_Highly Rural/ Rural
9967	0	0.00000	1	40	2	14	$55,172	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	22	Commercial	$12,400	4	z_SUV	no	$7,947	3	No	6	1	z_Highly Rural/ Rural
9968	1	3746.00000	0	72	0	16	$56,313	No	$249,478	Yes	M	Masters	Lawyer	20	Private	$14,330	6	z_SUV	yes	$1,391	2	No	7	20	Highly Urban/ Urban
9969	0	0.00000	0	47	0	12	$36,070	No	$146,435	Yes	z_F	Bachelors	Manager	29	Private	$15,580	1	z_SUV	no	$4,963	2	No	4	15	Highly Urban/ Urban
9970	0	0.00000	0	45	0	13		No	$122,195	Yes	z_F	z_High School	Clerical	38	Private	$9,050	4	z_SUV	no	$0	0	No	3	6	z_Highly Rural/ Rural
9971	0	0.00000	0	40	0	7	$52,718	No	$210,922	z_No	M	z_High School	Professional	23	Private	$15,450	13	Minivan	yes	$0	0	No	0	9	Highly Urban/ Urban
9973	0	0.00000	0	47	0	14	$96,111	No	$288,719	Yes	M	PhD	Doctor	26	Private	$27,270	6	Minivan	yes	$0	0	No	1	12	Highly Urban/ Urban
9974	0	0.00000	2	45	3	14	$36,912	Yes	$0	z_No	z_F	Bachelors	Clerical	60	Private	$6,550	12	z_SUV	no	$3,791	1	No	7	12	Highly Urban/ Urban
9975	0	0.00000	0	29	4	12	$126,263	No	$319,400	Yes	z_F	PhD	Manager	39	Private	$8,190	6	z_SUV	no	$26,785	2	Yes	0	13	Highly Urban/ Urban
9977	0	0.00000	0	44	2	15		No	$213,786	Yes	z_F	Bachelors	Professional	5	Private	$19,190	10	z_SUV	no	$0	0	No	1	NA	Highly Urban/ Urban
9978	0	0.00000	0	50	0	11	$91,116	No	$0	z_No	z_F	Bachelors	Professional	36	Private	$30,560	1	Sports Car	no	$0	0	No	0	9	Highly Urban/ Urban
9981	0	0.00000	0	47	0	11	$50,152	No	$208,703	Yes	M	z_High School	z_Blue Collar	60	Commercial	$18,000	6	Van	no	$0	0	No	1	1	z_Highly Rural/ Rural
9983	1	3567.00000	0	25	2	0	$0	No	$0	Yes	z_F	z_High School	Student	21	Commercial	$4,000	3	Sports Car	no	$9,870	2	No	6	1	z_Highly Rural/ Rural
9984	0	0.00000	0	47	0	10	$83,689	No	$223,808	Yes	z_F	PhD		43	Commercial	$14,570	10	Pickup	no	$9,597	1	No	6	10	Highly Urban/ Urban
9985	1	8047.00000	0	46	0	NA	$109,953	No	$323,579	z_No	M	Masters		18	Commercial	$22,820	1	Panel Truck	yes	$0	0	No	1	12	Highly Urban/ Urban
9986	1	5436.00000	0	36	0	12	$41,674	No	$0	z_No	z_F	z_High School	z_Blue Collar	19	Commercial	$16,430	7	z_SUV	no	$0	0	No	0	10	Highly Urban/ Urban
9987	1	15196.34192	2	39	2	NA	$18,806	No	$104,081	Yes	M	Masters	Manager	25	Private	$23,610	10	Minivan	yes	$30,328	1	No	0	16	Highly Urban/ Urban
9988	0	0.00000	0	47	0	9	$121,991	No	$329,229	Yes	z_F	Masters	Manager	18	Private	$5,180	8	Minivan	yes	$0	0	No	1	1	Highly Urban/ Urban
9989	0	0.00000	1	37	3	12	$28,196	No	$108,109	Yes	z_F	z_High School	z_Blue Collar	24	Commercial	$21,430	15	Minivan	no	$0	0	No	2	4	Highly Urban/ Urban
9990	0	0.00000	0	55	0	14	$101,395	No	$316,981	Yes	M	Masters	Lawyer	14	Private	$13,980	4	Minivan	no	$0	0	No	0	12	Highly Urban/ Urban
9992	0	0.00000	0	44	2	15	$91,329	No	$291,800	Yes	z_F	Masters	Lawyer	49	Private	$18,740	1	Minivan	no	$0	0	No	0	19	Highly Urban/ Urban
9993	1	2546.00000	0	69	0	12	$60,965	No	$231,014	Yes	z_F	Masters	Lawyer	13	Private	$14,500	13	Sports Car	no	$48,298	1	Yes	4	20	Highly Urban/ Urban
9994	0	0.00000	0	46	0	9	$100,022	No	$290,572	z_No	M	Masters	Professional	28	Commercial	$25,070	1	Panel Truck	yes	$0	0	No	0	17	Highly Urban/ Urban
9995	0	0.00000	0	56	2	NA	$60,286	No	$213,596	Yes	z_F	Bachelors	z_Blue Collar	43	Commercial	$27,640	1	Pickup	no	$0	0	No	0	11	z_Highly Rural/ Rural
9996	0	0.00000	1	44	3	16	$57,123	No	$200,468	Yes	z_F	z_High School	z_Blue Collar	5	Commercial	$21,340	4	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
9997	0	0.00000	0	35	0	11	$60,185	No	$0	z_No	z_F	Bachelors	Professional	54	Commercial	$17,730	4	Van	yes	$0	0	No	0	6	z_Highly Rural/ Rural
9998	0	0.00000	0	69	0	12	$60,965	No	$231,014	Yes	z_F	Masters	Lawyer	13	Private	$17,200	6	z_SUV	no	$0	0	No	3	20	Highly Urban/ Urban
9999	0	0.00000	0	54	0	13	$45,044	No	$217,164	Yes	M	Masters		16	Commercial	$20,930	11	Van	yes	$0	0	No	0	11	Highly Urban/ Urban
10001	0	0.00000	0	43	0	11	$142,297	No	$0	z_No	z_F	PhD		6	Private	$20,030	4	z_SUV	no	$0	0	No	2	NA	Highly Urban/ Urban
10002	0	0.00000	0	55	0	10	$86,663	No	$0	z_No	z_F	Bachelors	Professional	6	Private	$27,990	17	z_SUV	no	$0	0	No	0	5	Highly Urban/ Urban
10004	0	0.00000	0	48	0	11	$45,534	No	$0	z_No	z_F	z_High School	z_Blue Collar	50	Commercial	$31,500	4	z_SUV	no	$0	0	No	0	9	z_Highly Rural/ Rural
10006	0	0.00000	0	48	0	13	$20,887	No	$159,568	Yes	M	<High School	Clerical	15	Private	$13,810	5	Minivan	no	$3,220	1	No	2	6	Highly Urban/ Urban
10007	0	0.00000	0	44	0	8	$61,283	No		Yes	M	Bachelors	Manager	52	Private	$5,900	4	Pickup	yes	$0	0	No	1	12	Highly Urban/ Urban
10008	1	2071.00000	0	48	0	10	$92,234	No	$0	z_No	M	Bachelors	z_Blue Collar	27	Commercial	$21,170	10	Van	no	$20,699	2	Yes	1	8	Highly Urban/ Urban
10009	0	0.00000	0	48	0	11		No		z_No	z_F	<High School	Home Maker	44	Private	$8,950	7	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
10010	1	1425.00000	0	57	0	0	$0	No	$0	Yes	M	z_High School	Student	37	Commercial	$12,540	4	Minivan	yes	$25,429	2	Yes	0	11	z_Highly Rural/ Rural
10011	0	0.00000	0	46	0	11	$40,577	No	$136,712	Yes	M	Masters	Manager	44	Private	$17,880	16	Van	yes	$0	0	No	0	16	Highly Urban/ Urban
10012	0	0.00000	0	27	3	11	$30,125	Yes	$0	z_No	M	<High School	Student	5	Private	$20,120	1	Van	no	$0	0	No	0	1	Highly Urban/ Urban
10013	0	0.00000	1	37	2	0	$0	Yes	$0	z_No	M	Bachelors	Student	33	Commercial	$7,450	1	Pickup	yes	$0	0	No	2	11	Highly Urban/ Urban
10015	1	1317.00000	1	54	1	NA	$0	No	$76,992	Yes	z_F	Bachelors	Home Maker	13	Private	$6,900	6	z_SUV	no	$0	0	No	2	10	Highly Urban/ Urban
10016	0	0.00000	0	52	0	13		No		Yes	M	Masters	Professional	26	Private	$12,160	6	Minivan	yes	$0	0	No	3	15	z_Highly Rural/ Rural
10017	0	0.00000	0	60	0	13		No	$242,090	Yes	M	<High School	z_Blue Collar	18	Commercial	$8,870	6	Pickup	no	$990	1	No	4	1	z_Highly Rural/ Rural
10018	0	0.00000	0	45	0	7	$61,598	No	$202,760	Yes	z_F	z_High School	Clerical	91	Private	$12,130	1	z_SUV	no	$0	0	No	0	8	z_Highly Rural/ Rural
10019	0	0.00000	0	55	0	13	$115,656	No	$333,533	Yes	z_F	Bachelors	Manager	44	Private	$7,000	7	z_SUV	no	$0	0	No	4	7	Highly Urban/ Urban
10020	0	0.00000	0	53	0	7	$54,839	No	$199,023	z_No	z_F	Masters	Lawyer	43	Private	$12,280	15	z_SUV	no	$5,536	2	No	1	16	Highly Urban/ Urban
10021	0	0.00000	0	46	0	10	$75,739	No	$257,180	Yes	z_F	Masters	Manager	28	Private	$16,570	7	Minivan	no	$0	0	No	0	9	Highly Urban/ Urban
10022	0	0.00000	0	45	0	9		No	$316,587	Yes	M	Masters	Lawyer	10	Private	$8,750	4	Pickup	yes	$0	0	No	2	11	Highly Urban/ Urban
10023	0	0.00000	0	48	0	8	$73,502	No	$210,563	Yes	z_F	Bachelors	Professional	25	Private	$11,720	13	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
10024	0	0.00000	0	56	0	7	$79,293	No	$247,954	z_No	M	Bachelors	z_Blue Collar	66	Commercial	$35,280	1	Panel Truck	yes	$0	0	No	0	11	z_Highly Rural/ Rural
10025	0	0.00000	0	27	0	9	$32,428	No	$0	z_No	M	<High School	z_Blue Collar	40	Private	$7,440	4	Minivan	yes	$6,144	4	No	5	6	Highly Urban/ Urban
10026	1	10453.35599	0	42	0	6	$51,695	No	$0	z_No	M	z_High School	Professional	29	Commercial	$17,630	10	Van	yes	$0	0	No	1	1	Highly Urban/ Urban
10027	1	6588.00000	0	50	0	12	$74,578	No	$251,674	Yes	z_F	<High School	z_Blue Collar	45	Private	$13,960	1	z_SUV	no	$34,479	3	Yes	5	4	Highly Urban/ Urban
10028	1	2027.00000	0	55	0	15	$122,070	No	$335,023	Yes	z_F	Masters	Lawyer	42	Private	$18,710	4	z_SUV	no	$4,118	2	No	3	13	z_Highly Rural/ Rural
10029	0	0.00000	0	50	0	4	$87,832	No		Yes	M	z_High School	z_Blue Collar	8	Commercial	$21,840	10	Minivan	yes	$28,204	3	No	0	1	Highly Urban/ Urban
10030	0	0.00000	0	46	0	6	$108,980	No	$0	z_No	z_F	Bachelors	Manager	40	Private	$17,000	10	Sports Car	no	$1,420	3	No	3	12	Highly Urban/ Urban
10031	0	0.00000	0	36	0	10	$160,878	No	$357,482	Yes	z_F	PhD	Manager	35	Private	$21,260	4	z_SUV	no	$0	0	No	1	12	Highly Urban/ Urban
10033	0	0.00000	0	40	0	NA	$21,023	No		z_No	z_F	z_High School	z_Blue Collar	57	Private	$14,240	1	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
10035	0	0.00000	0	62	0	14	$75,381	No	$243,941	Yes	z_F	Masters	Manager	48	Private	$15,240	10	Sports Car	no	$0	0	No	3	15	Highly Urban/ Urban
10036	1	1731.00000	1	41	1	11	$59,053	No	$134,169	Yes	z_F	z_High School	z_Blue Collar	36	Commercial	$11,510	1	z_SUV	no	$0	0	No	3	1	Highly Urban/ Urban
10037	1	26187.93722	0	41	1	14	$59,115	Yes	$0	z_No	M	Bachelors	Professional	25	Commercial	$36,980	6	Panel Truck	yes	$0	0	No	4	5	Highly Urban/ Urban
10038	1	520.00000	0	32	2	11	$59,905	Yes	$197,120	z_No	M	<High School	z_Blue Collar	23	Commercial	$8,620	1	Pickup	yes	$0	0	Yes	4	1	Highly Urban/ Urban
10039	0	0.00000	0	31	3	13	$55,504	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	11	Commercial	$10,150	1	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
10040	0	0.00000	0	40	1	7		Yes	$0	z_No	z_F	z_High School	z_Blue Collar	14	Commercial	$27,840	1	Minivan	no	$0	0	No	0	6	z_Highly Rural/ Rural
10043	0	0.00000	0	53	0	7	$48,194	No	$0	z_No	M	Bachelors	Professional	42	Private	$16,690	1	Van	yes	$0	0	No	0	12	Highly Urban/ Urban
10046	0	0.00000	0	36	0	6	$76,535	No	$0	z_No	z_F	Bachelors	Home Maker	61	Private	$41,790	1	Van	no	$0	0	No	0	8	z_Highly Rural/ Rural
10047	0	0.00000	0	44	3	17	$42,223	No	$134,918	Yes	z_F	z_High School	Clerical	24	Private	$12,930	6	z_SUV	no	$19,731	2	No	0	1	Highly Urban/ Urban
10048	1	1283.40090	0	38	0	0	$0	No	$0	z_No	M	Bachelors	Home Maker	22	Commercial	$21,490	6	Van	no	$47,096	2	Yes	10	NA	Highly Urban/ Urban
10049	0	0.00000	0	31	2	13	$71,763	No	$200,268	Yes	M	Bachelors	Clerical	14	Private	$13,560	3	Minivan	yes	$9,251	2	No	3	8	Highly Urban/ Urban
10050	0	0.00000	0	39	0	12	$43,650	No	$180,755	Yes	z_F	z_High School	z_Blue Collar	9	Commercial	$9,260	1	Minivan	no	$0	0	No	0	7	Highly Urban/ Urban
10051	0	0.00000	0	51	0	7	$171,649	No	$434,676	Yes	z_F	Masters	Lawyer	13	Private	$23,760	1	Minivan	no	$0	0	No	3	17	Highly Urban/ Urban
10052	0	0.00000	2	41	2	0	$0	No	$68,777	Yes	z_F	z_High School	Home Maker	43	Private	$14,980	9	z_SUV	no	$0	0	No	0	8	z_Highly Rural/ Rural
10053	0	0.00000	0	38	0	4	$24,417	No	$148,217	Yes	M	z_High School	Clerical	29	Private	$18,570	9	Van	yes	$10,192	2	No	4	1	Highly Urban/ Urban
10055	0	0.00000	0	44	0	NA	$60,847	No	$172,441	Yes	M	z_High School	z_Blue Collar	27	Commercial	$15,210	10	Minivan	yes	$0	0	No	1	1	z_Highly Rural/ Rural
10056	0	0.00000	1	45	3	13	$16,086	No	$108,026	Yes	M	<High School	Clerical	5	Private	$15,270	6	Minivan	yes	$2,997	1	No	0	NA	Highly Urban/ Urban
10057	1	7197.00000	0	43	2	0	$0	No	$0	Yes	M	<High School	Student	70	Private	$5,800	11	Pickup	yes	$792	2	No	3	1	Highly Urban/ Urban
10058	0	0.00000	0	37	0	10	$74,519	No	$0	z_No	M	Masters	Lawyer	24	Private	$15,220	4	Minivan	no	$0	0	No	0	17	Highly Urban/ Urban
10059	0	0.00000	0	51	0	0	$0	No	$0	Yes	z_F	z_High School	Student	37	Commercial	$6,600	1	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
10060	0	0.00000	0	43	0	NA	$65,069	No	$178,778	Yes	M	Bachelors	Professional	10	Private	$12,310	6	Minivan	yes	$0	0	No	0	16	Highly Urban/ Urban
10063	1	3321.00000	0	40	0	13	$31,101	No	$0	z_No	M	z_High School	Clerical	28	Commercial	$4,610	7	Pickup	yes	$1,852	2	No	1	6	Highly Urban/ Urban
10064	0	0.00000	0	41	0	13	$28,380	No	$118,927	Yes	z_F	z_High School	Clerical	41	Private	$11,810	4	z_SUV	no	$0	0	No	1	10	z_Highly Rural/ Rural
10065	1	1611.00000	0	55	0	11	$12,729	No	$0	Yes	M	z_High School	Student	25	Commercial	$7,000	4	Pickup	no	$621	3	No	3	1	Highly Urban/ Urban
10066	0	0.00000	0	48	0	13	$20,887	No	$159,568	Yes	M	<High School	Clerical	15	Commercial	$30,380	10	Panel Truck	no	$18,920	3	No	0	6	Highly Urban/ Urban
10067	0	0.00000	0	48	0	12	$32,256	No	$175,861	Yes	z_F	z_High School	Home Maker	38	Private	$10,230	1	z_SUV	no	$0	0	No	3	5	z_Highly Rural/ Rural
10068	1	6885.00000	1	36	2	14		Yes	$0	z_No	M	Masters		33	Commercial	$16,610	6	Van	no	$7,354	2	Yes	0	8	Highly Urban/ Urban
10069	0	0.00000	0	33	1	9	$58,617	No	$125,712	Yes	M	<High School	z_Blue Collar	24	Private	$13,690	4	Minivan	no	$0	0	No	0	NA	z_Highly Rural/ Rural
10070	0	0.00000	0	49	0	13	$75,610	No	$252,298	z_No	z_F	Masters	Manager	14	Private	$17,820	7	z_SUV	no	$0	0	No	0	11	Highly Urban/ Urban
10071	1	1307.00000	0	58	0	15	$91,051	No	$329,168	Yes	M	Bachelors	Professional	31	Commercial	$31,570	4	Panel Truck	yes	$0	0	No	1	1	z_Highly Rural/ Rural
10072	0	0.00000	0	49	0	14	$90,036	No	$0	z_No	M	Bachelors	Manager	21	Private	$17,110	18	Van	yes	$0	0	No	0	17	Highly Urban/ Urban
10074	0	0.00000	0	55	0	12	$136,339	No	$407,905	Yes	z_F	Masters	Lawyer	8	Private	$18,760	1	Minivan	no	$0	0	No	0	8	Highly Urban/ Urban
10075	0	0.00000	0	58	0	13	$43,618	No	$179,025	Yes	M	Bachelors	Manager	44	Commercial	$20,930	7	Van	yes	$2,723	3	No	2	8	Highly Urban/ Urban
10076	0	0.00000	0	41	0	8		No		z_No	z_F	Bachelors	Professional	17	Private	$10,420	1	z_SUV	no	$7,245	3	No	2	6	Highly Urban/ Urban
10077	0	0.00000	0	52	0	13	$108,078	No	$316,513	Yes	z_F	z_High School	z_Blue Collar	40	Commercial	$8,740	4	Sports Car	no	$0	0	No	0	1	z_Highly Rural/ Rural
10078	0	0.00000	0	57	0	8	$73,280	No	$243,431	Yes	M	Bachelors	Professional	34	Commercial	$20,220	10	Van	no	$0	0	No	0	6	z_Highly Rural/ Rural
10079	0	0.00000	0	38	0	NA	$99,788	No	$0	z_No	z_F	Bachelors	Professional	11	Private	$15,280	10	z_SUV	no	$0	0	Yes	4	8	Highly Urban/ Urban
10080	0	0.00000	1	39	2	13	$48,887	Yes	$178,171	z_No	z_F	Bachelors	z_Blue Collar	38	Commercial	$10,290	10	z_SUV	no	$1,459	2	No	5	13	Highly Urban/ Urban
10082	1	4654.00000	0	49	1	14	$61,036	No	$160,699	Yes	M	z_High School	z_Blue Collar	16	Commercial	$12,500	10	Minivan	yes	$8,963	1	No	1	7	Highly Urban/ Urban
10083	0	0.00000	1	42	2	16	$30,871	No	$151,274	Yes	z_F	<High School	Clerical	22	Private	$8,790	4	z_SUV	no	$6,366	1	No	0	6	Highly Urban/ Urban
10085	0	0.00000	0	52	0	12	$47,161	No	$0	z_No	z_F	Masters	Manager	41	Private	$14,300	7	Minivan	no	$0	0	No	0	10	Highly Urban/ Urban
10087	1	4386.00000	0	43	0	13	$26,913	No	$156,085	Yes	z_F	Masters	Manager	5	Private	$4,190	7	z_SUV	no	$0	0	Yes	2	14	Highly Urban/ Urban
10088	0	0.00000	0	51	0	14	$164,371	No	$406,985	Yes	z_F	z_High School	Professional	16	Private	$17,130	10	Minivan	no	$0	0	No	2	1	Highly Urban/ Urban
10089	0	0.00000	0	45	1	NA	$52,149	No	$184,538	Yes	z_F	Bachelors	Professional	15	Private	$11,990	6	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
10090	1	3501.00000	0	54	0	14	$85,444	No		z_No	M	Masters		38	Commercial	$27,450	1	Panel Truck	no	$3,689	4	No	5	18	Highly Urban/ Urban
10091	0	0.00000	0	36	1	NA	$28,162	Yes	$114,294	z_No	z_F	PhD	Manager	8	Private	$4,320	10	z_SUV	no	$0	0	Yes	0	12	Highly Urban/ Urban
10092	1	5627.00000	0	50	0	10	$62,880	No	$0	z_No	z_F	PhD	Doctor	41	Private	$12,790	1	z_SUV	no	$4,538	4	No	11	11	Highly Urban/ Urban
10094	0	0.00000	0	34	2	11	$18,077	No	$104,851	Yes	z_F	<High School	z_Blue Collar	32	Private	$19,270	9	Minivan	no	$0	0	No	0	7	z_Highly Rural/ Rural
10095	0	0.00000	0	61	0	15	$31,543	No	$181,675	Yes	z_F	Masters	Lawyer	16	Private	$26,780	10	z_SUV	no	$5,155	5	No	3	NA	Highly Urban/ Urban
10096	1	3949.00000	0	33	1	NA	$86,321	Yes	$227,138	z_No	M	Masters		17	Commercial	$26,750	1	Panel Truck	yes	$48,873	2	Yes	0	24	Highly Urban/ Urban
10097	0	0.00000	0	45	0	12	$21,361	No	$146,354	Yes	M	z_High School	Clerical	5	Commercial	$19,300	1	Van	yes	$0	0	No	0	1	Highly Urban/ Urban
10098	0	0.00000	0	58	0	12	$115,067	No	$326,329	Yes	z_F	PhD	Manager	17	Private	$18,810	4	z_SUV	no	$1,774	1	No	0	14	Highly Urban/ Urban
10099	0	0.00000	0	56	2	NA	$60,286	No	$213,596	Yes	z_F	Bachelors	z_Blue Collar	43	Commercial	$23,480	10	Minivan	no	$0	0	No	0	11	z_Highly Rural/ Rural
10100	0	0.00000	0	47	0	0		No	$0	z_No	z_F	Masters	Home Maker	13	Private	$7,630	6	z_SUV	no	$0	0	No	0	15	Highly Urban/ Urban
10102	1	4506.00000	0	29	1	7	$31,407	Yes	$0	z_No	z_F	z_High School	z_Blue Collar	42	Commercial	$11,890	1	z_SUV	no	$0	0	No	1	9	Highly Urban/ Urban
10103	1	6097.00000	3	39	5	14	$12,591	No	$0	Yes	M	<High School	Student	41	Private	$16,570	1	Van	yes	$7,621	2	No	0	1	Highly Urban/ Urban
10104	0	0.00000	0	48	0	7	$22,362	No	$127,087	Yes	M	<High School	Clerical	39	Commercial	$23,260	1	Panel Truck	yes	$0	0	No	0	1	Highly Urban/ Urban
10106	1	6561.00000	2	62	3	18	$30,322	No	$150,059	Yes	z_F	z_High School	z_Blue Collar	5	Private	$18,780	4	Sports Car	no	$23,486	2	Yes	0	1	Highly Urban/ Urban
10107	0	0.00000	0	40	1	12	$22,648	No	$105,038	Yes	z_F	<High School	z_Blue Collar	16	Private	$7,760	9	Sports Car	no	$3,955	2	No	0	7	Highly Urban/ Urban
10108	1	4863.00000	0	38	0	12	$26,537	No	$144,593	z_No	M	<High School	Clerical	48	Private	$5,700	6	Minivan	no	$8,256	3	No	1	1	Highly Urban/ Urban
10109	0	0.00000	0	46	0	5	$393	No	$127,880	z_No	z_F	z_High School	Home Maker	55	Private	$6,140	1	z_SUV	no	$0	0	No	0	8	z_Highly Rural/ Rural
10111	0	0.00000	1	46	0	10	$84,667	No	$236,725	Yes	z_F	Bachelors	z_Blue Collar	56	Commercial	$13,770	13	z_SUV	no	$0	0	No	2	7	Highly Urban/ Urban
10112	0	0.00000	0	36	0	12	$48,509	No		Yes	M	PhD		49	Private	$9,950	6	Minivan	yes	$0	0	No	0	18	Highly Urban/ Urban
10114	0	0.00000	0	31	2	14	$52,248	No	$178,076	Yes	z_F	Bachelors	z_Blue Collar	40	Commercial	$2,850	1	z_SUV	no	$0	0	No	0	12	Highly Urban/ Urban
10116	0	0.00000	0	51	0	11	$123,217	No	$370,038	Yes	z_F	Masters	Lawyer	47	Private	$18,920	1	Minivan	no	$0	0	No	0	14	Highly Urban/ Urban
10117	0	0.00000	0	37	2	13	$39,324	Yes	$151,114	z_No	z_F	Bachelors	Home Maker	46	Private	$9,130	10	z_SUV	no	$5,177	2	No	6	10	Highly Urban/ Urban
10118	0	0.00000	0	38	0	12	$127,903	No	$348,479	Yes	z_F	Bachelors	Manager	19	Private	$18,090	1	z_SUV	no	$0	0	Yes	1	5	Highly Urban/ Urban
10120	0	0.00000	0	49	0	0	$0	No	$124,751	z_No	z_F	Bachelors	Home Maker	63	Private	$8,420	7	z_SUV	no	$3,721	2	No	2	12	Highly Urban/ Urban
10122	0	0.00000	0	50	0	14	$44,441	No	$150,983	Yes	M	Masters	Lawyer	5	Private	$10,940	6	Pickup	no	$0	0	No	2	11	z_Highly Rural/ Rural
10123	0	0.00000	0	47	0	13	$24,911	No	$0	Yes	M	z_High School	Student	66	Commercial	$18,170	1	Van	yes	$0	0	No	0	1	z_Highly Rural/ Rural
10125	0	0.00000	0	49	0	15	$127,613	No	$333,896	Yes	M	<High School	z_Blue Collar	5	Commercial	$19,160	13	Van	yes	$0	0	No	0	5	Highly Urban/ Urban
10128	0	0.00000	0	46	0	6	$65,894	No	$0	z_No	z_F	z_High School	Manager	30	Private	$12,690	10	z_SUV	no	$0	0	No	0	1	Highly Urban/ Urban
10129	0	0.00000	0	41	1	13	$27,377	No		Yes	M	<High School	Clerical	50	Private	$15,730	1	Minivan	no	$0	0	No	0	NA	z_Highly Rural/ Rural
10130	0	0.00000	0	40	1	14	$62,502	No	$201,110	Yes	M	Bachelors	Professional	31	Commercial	$23,590	1	Panel Truck	yes	$0	0	No	0	11	z_Highly Rural/ Rural
10131	0	0.00000	0	46	0	0	$0	No	$109,860	Yes	z_F	z_High School	Home Maker	45	Private	$16,230	4	Minivan	no	$6,343	2	No	3	NA	Highly Urban/ Urban
10132	0	0.00000	0	53	0	10	$121,708	No	$356,812	z_No	M	PhD	Doctor	27	Private	$19,480	1	Van	yes	$0	0	No	0	11	Highly Urban/ Urban
10133	0	0.00000	0	50	0	0	$0	No	$0	Yes	z_F	z_High School	Student	32	Commercial	$20,370	1	Minivan	no	$0	0	No	2	1	Highly Urban/ Urban
10134	0	0.00000	0	41	2	17	$666	No	$0	Yes	z_F	<High School	Student	101	Private	$15,910	6	Sports Car	no	$0	0	No	0	7	z_Highly Rural/ Rural
10135	0	0.00000	2	41	2	11	$73,088	No	$259,027	Yes	M	z_High School	z_Blue Collar	49	Commercial	$12,910	14	Minivan	yes	$0	0	No	3	8	z_Highly Rural/ Rural
10136	1	1589.00000	0	37	0	12	$11,303	No	$0	z_No	M	<High School	Clerical	40	Private	$6,330	4	Pickup	no	$37,871	1	Yes	0	NA	Highly Urban/ Urban
10137	0	0.00000	0	46	0	12	$45,237	No	$184,819	Yes	z_F	<High School	z_Blue Collar	29	Private	$10,620	1	Sports Car	no	$3,624	3	No	2	1	Highly Urban/ Urban
10138	1	2644.00000	0	21	1	9	$5,939	No	$0	Yes	z_F	z_High School	Student	61	Commercial	$16,030	11	z_SUV	no	$26,803	3	Yes	2	7	z_Highly Rural/ Rural
10139	0	0.00000	0	51	0	0	$0	No	$0	Yes	M	<High School	Student	43	Private	$1,500	9	Minivan	no	$0	0	No	0	1	z_Highly Rural/ Rural
10140	0	0.00000	0	29	4	4	$23,652	Yes	$0	z_No	z_F	z_High School	Clerical	36	Private	$6,770	4	z_SUV	no	$0	0	No	0	8	z_Highly Rural/ Rural
10141	0	0.00000	0	42	0	13	$132,186	No	$340,510	Yes	M	PhD	Manager	5	Private	$16,070	10	Minivan	yes	$0	0	No	0	13	Highly Urban/ Urban
10142	0	0.00000	0	58	0	12	$69,282	No	$295,989	Yes	M	Bachelors	Professional	47	Private	$25,230	6	Minivan	no	$0	0	No	1	13	Highly Urban/ Urban
10143	0	0.00000	2	42	3	NA	$59,454	Yes	$0	z_No	z_F	Bachelors	z_Blue Collar	34	Commercial	$11,650	1	Sports Car	no	$5,751	3	No	2	16	Highly Urban/ Urban
10144	0	0.00000	0	55	0	0	$0	No	$0	Yes	z_F	z_High School	Student	44	Private	$16,160	1	z_SUV	no	$0	0	No	1	9	z_Highly Rural/ Rural
10146	0	0.00000	1	43	1	8	$78,171	No	$254,820	Yes	z_F	Masters	Manager	5	Private	$13,620	3	Minivan	no	$7,793	3	No	0	NA	Highly Urban/ Urban
10149	1	3999.00000	0	53	0	7	$10,232	No	$129,979	Yes	z_F	Masters	Home Maker	33	Private	$7,820	1	z_SUV	no	$0	0	No	1	18	Highly Urban/ Urban
10150	1	8532.00000	0	62	0	NA	$16,897	No	$130,344	z_No	M	z_High School	z_Blue Collar	44	Commercial	$16,020	10	Minivan	no	$7,629	2	No	4	9	z_Highly Rural/ Rural
10151	1	2156.00000	0	38	0	NA	$45,734	No	$222,653	Yes	M	z_High School	Professional	5	Commercial	$9,870	1	Pickup	no	$3,296	1	No	3	1	Highly Urban/ Urban
10152	1	2493.00000	0	47	0	13	$125,753	No		Yes	M	Masters	Manager	36	Commercial	$18,780	6	Van	yes	$4,188	2	No	3	NA	Highly Urban/ Urban
10153	0	0.00000	0	42	0	14	$65,082	No	$0	z_No	M	<High School	Clerical	25	Private	$15,370	4	Minivan	no	$0	0	No	0	5	Highly Urban/ Urban
10154	0	0.00000	0	45	0	13	$97,205	No	$294,982	Yes	M	Bachelors	Manager	5	Private	$8,220	1	Minivan	yes	$0	0	No	0	9	Highly Urban/ Urban
10155	0	0.00000	0	48	0	13	$122,643	No	$315,375	Yes	z_F	Masters	Manager	20	Private	$18,310	1	Sports Car	no	$47,343	2	No	4	16	Highly Urban/ Urban
10156	0	0.00000	0	53	0	13	$136,417	No	$0	z_No	M	Bachelors	Manager	28	Commercial	$6,800	10	Pickup	no	$0	0	No	0	11	Highly Urban/ Urban
10157	1	2870.00000	2	38	2	12	$48,630	Yes	$0	z_No	M	z_High School	z_Blue Collar	25	Commercial	$10,160	3	Pickup	no	$0	0	No	0	1	Highly Urban/ Urban
10158	0	0.00000	2	43	2	12	$31,939	No	$133,859	Yes	M	<High School	z_Blue Collar	61	Private	$14,310	13	Minivan	yes	$0	0	No	0	1	z_Highly Rural/ Rural
10159	0	0.00000	0	34	1	12	$45,931	No	$159,417	Yes	z_F	z_High School	z_Blue Collar	14	Commercial	$13,750	13	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
10160	0	0.00000	0	41	0	9	$151,571	No	$0	z_No	M	PhD		16	Commercial	$20,760	15	Van	no	$1,994	1	No	0	17	Highly Urban/ Urban
10161	1	4738.00000	0	53	0	6	$159,399	No	$0	z_No	z_F	PhD	Doctor	32	Private	$16,810	1	Sports Car	no	$0	0	No	0	11	Highly Urban/ Urban
10164	1	5182.00000	0	46	0	10	$34,637	No	$0	z_No	z_F	z_High School	Clerical	44	Private	$18,780	10	z_SUV	no	$0	0	No	0	10	Highly Urban/ Urban
10165	1	484.50015	2	43	2	12	$98,421	No	$291,316	Yes	M	<High School	z_Blue Collar	16	Commercial	$25,960	1	Panel Truck	yes	$0	0	No	6	1	Highly Urban/ Urban
10167	0	0.00000	1	44	1	11	$42,309	No	$132,978	Yes	z_F	<High School	Clerical	24	Private	$11,370	1	z_SUV	no	$0	0	No	0	4	z_Highly Rural/ Rural
10168	0	0.00000	1	45	1	10		Yes	$157,107	z_No	M	Bachelors	Clerical	41	Commercial	$6,000	6	Pickup	no	$5,606	1	No	0	11	Highly Urban/ Urban
10169	0	0.00000	0	55	0	5	$132,661	No	$410,563	Yes	z_F	Bachelors	z_Blue Collar	39	Commercial	$7,000	1	z_SUV	no	$0	0	No	1	6	Highly Urban/ Urban
10170	0	0.00000	0	53	0	NA	$147,579	No	$443,598	Yes	M	Masters	Manager	50	Commercial	$16,260	1	Van	no	$0	0	No	1	NA	Highly Urban/ Urban
10171	1	4753.00000	0	49	0	13	$28,592	No	$183,206	Yes	M	<High School	Clerical	31	Private	$9,260	1	Pickup	no	$2,102	1	No	3	1	Highly Urban/ Urban
10174	0	0.00000	0	50	0	7	$118,843	No	$297,866	Yes	z_F	Masters	Lawyer	30	Private	$11,290	4	Sports Car	no	$0	0	No	1	15	Highly Urban/ Urban
10176	0	0.00000	0	47	0	12	$221,995	No	$545,044	Yes	z_F	PhD	Doctor	42	Private	$41,830	1	z_SUV	no	$6,682	3	No	3	1	Highly Urban/ Urban
10177	1	2811.00000	0	50	0	NA	$57,387	No	$181,408	Yes	M	Bachelors	Professional	51	Private	$7,330	7	Minivan	no	$19,199	1	Yes	0	11	Highly Urban/ Urban
10178	0	0.00000	0	52	0	13		No	$0	z_No	z_F	Masters	Lawyer	23	Private	$20,190	4	z_SUV	no	$1,474	2	No	3	13	Highly Urban/ Urban
10179	0	0.00000	0	49	0	NA	$55,473	No	$210,749	Yes	M	Bachelors	Professional	75	Private	$17,490	1	Van	yes	$0	0	No	0	11	Highly Urban/ Urban
10181	0	0.00000	0	47	0	12		No		z_No	M	Bachelors	Professional	35	Commercial	$27,760	1	Panel Truck	no	$4,451	1	No	0	10	Highly Urban/ Urban
10182	0	0.00000	0	39	0	11	$24,217	No	$129,104	Yes	M	<High School	z_Blue Collar	33	Commercial	$10,900	14	Pickup	yes	$0	0	No	2	7	z_Highly Rural/ Rural
10183	0	0.00000	0	43	0	11	$229,983	No	$0	z_No	M	PhD		16	Commercial	$24,910	13	Panel Truck	yes	$8,983	2	No	1	15	Highly Urban/ Urban
10184	1	3432.00000	0	32	1	0	$0	Yes	$0	z_No	z_F	Bachelors	Student	14	Private	$4,750	4	z_SUV	no	$4,074	1	No	9	9	Highly Urban/ Urban
10185	0	0.00000	0	50	0	11	$51,888	No	$209,011	z_No	z_F	Bachelors	z_Blue Collar	20	Commercial	$11,690	6	Minivan	no	$2,218	3	No	5	10	Highly Urban/ Urban
10187	1	50032.58611	0	42	0	10		No	$171,676	Yes	M	<High School	Clerical	48	Private	$12,600	1	Minivan	no	$0	0	No	3	6	Highly Urban/ Urban
10188	0	0.00000	0	43	2	NA	$29,767	No	$154,724	Yes	z_F	<High School	z_Blue Collar	45	Private	$8,780	10	z_SUV	no	$0	0	No	1	7	Highly Urban/ Urban
10189	0	0.00000	0	50	0	11	$83,871	No	$283,832	Yes	M	Bachelors	Professional	20	Commercial	$27,460	11	Panel Truck	yes	$0	0	No	0	7	Highly Urban/ Urban
10190	0	0.00000	0	49	0	4	$85,739	No	$282,600	z_No	M	Bachelors	Professional	6	Private	$14,970	7	Minivan	yes	$27,548	3	Yes	2	1	Highly Urban/ Urban
10191	1	3000.70530	0	47	0	15	$91,221	No	$263,877	Yes	z_F	Bachelors	z_Blue Collar	31	Commercial	$15,320	3	z_SUV	no	$0	0	No	0	7	Highly Urban/ Urban
10193	0	0.00000	0	35	0	NA	$149,937	No	$404,842	Yes	z_F	Bachelors	Professional	36	Private	$36,390	6	Van	no	$5,666	2	No	6	7	Highly Urban/ Urban
10194	0	0.00000	0	30	1	12	$42,774	No	$144,023	Yes	M	<High School	Clerical	23	Commercial	$8,910	1	Pickup	yes	$40,998	1	Yes	2	5	Highly Urban/ Urban
10195	0	0.00000	0	49	0	13	$113,781	No	$311,839	Yes	M	PhD	Manager	34	Private	$6,400	1	Pickup	yes	$6,525	1	No	4	22	Highly Urban/ Urban
10196	0	0.00000	2	41	3	15	$83,894	No	$202,030	Yes	M	Bachelors	z_Blue Collar	66	Commercial	$25,310	1	Panel Truck	no	$0	0	No	0	NA	z_Highly Rural/ Rural
10197	0	0.00000	0	16	1	NA	$0	Yes		z_No	z_F	<High School	Home Maker	5	Private	$13,950	6	Sports Car	no	$0	0	No	2	7	Highly Urban/ Urban
10198	0	0.00000	0	50	0	12	$76,096	No	$0	z_No	M	PhD	Lawyer	23	Private	$14,930	4	Minivan	yes	$0	0	No	3	21	Highly Urban/ Urban
10200	0	0.00000	0	56	0	NA		No	$227,823	Yes	M	z_High School	z_Blue Collar	16	Commercial	$21,570	10	Van	yes	$4,071	1	No	2	7	z_Highly Rural/ Rural
10201	0	0.00000	0	60	0	14	$51,457	No	$218,820	Yes	z_F	Masters	Professional	46	Commercial	$12,650	1	Pickup	no	$0	0	No	4	17	z_Highly Rural/ Rural
10202	0	0.00000	1	39	2	NA	$5,645	Yes	$0	z_No	z_F	<High School	z_Blue Collar	13	Private	$5,400	6	z_SUV	no	$5,055	3	No	0	1	Highly Urban/ Urban
10203	1	5950.00000	0	52	0	14		No	$77,653	Yes	z_F	z_High School	z_Blue Collar	10	Commercial	$9,730	1	z_SUV	no	$0	0	No	1	11	Highly Urban/ Urban
10204	0	0.00000	0	45	0	11	$84,151	No	$277,252	Yes	z_F	z_High School	z_Blue Collar	52	Commercial	$9,920	13	z_SUV	no	$2,807	3	No	6	NA	Highly Urban/ Urban
10205	0	0.00000	0	41	3	0	$0	No	$0	Yes	z_F	Bachelors	Student	40	Commercial	$5,600	1	z_SUV	no	$2,633	2	No	5	5	z_Highly Rural/ Rural
10206	0	0.00000	0	47	0	12	$71,416	No	$0	z_No	M	Bachelors	Professional	30	Commercial	$19,950	13	Van	yes	$0	0	Yes	0	11	Highly Urban/ Urban
10207	0	0.00000	0	46	0	12	$79,290	No	$243,362	z_No	z_F	Bachelors	Professional	42	Private	$17,130	17	Sports Car	no	$1,053	3	No	6	11	Highly Urban/ Urban
10208	0	0.00000	0	56	2	14	$69,098	No		Yes	z_F	Bachelors	Professional	21	Private	$34,550	1	Van	no	$6,528	1	No	1	11	Highly Urban/ Urban
10211	0	0.00000	0	35	0	0	$0	No	$88,575	z_No	z_F	z_High School	Home Maker	21	Private	$11,580	9	z_SUV	no	$21,099	3	Yes	1	9	z_Highly Rural/ Rural
10212	1	4254.00000	2	44	2	13	$92,251	Yes	$0	z_No	M	Masters		47	Commercial	$19,970	4	Van	yes	$18,287	3	Yes	4	11	Highly Urban/ Urban
10213	1	2301.18942	1	43	1	10	$81,294	No	$230,783	Yes	z_F	Masters	Lawyer	14	Private	$13,930	10	Pickup	no	$9,537	2	No	1	16	Highly Urban/ Urban
10217	0	0.00000	0	53	0	14	$26,840	No	$166,651	Yes	M	z_High School	Clerical	53	Private	$18,180	4	Van	yes	$1,064	2	No	0	1	Highly Urban/ Urban
10218	1	4858.00000	0	45	3	0	$0	No	$65,359	Yes	z_F	z_High School	Home Maker	9	Commercial	$5,700	1	z_SUV	no	$0	0	No	1	1	z_Highly Rural/ Rural
10219	1	5226.00000	0	45	0	8	$19,469	No	$0	z_No	z_F	<High School	Clerical	38	Private	$7,950	3	z_SUV	no	$7,332	3	No	5	1	Highly Urban/ Urban
10220	0	0.00000	0	42	0	13	$55,399	No	$186,120	Yes	z_F	z_High School	Professional	41	Private	$11,240	6	z_SUV	no	$0	0	No	2	6	Highly Urban/ Urban
10221	0	0.00000	0	50	0	13	$22,800	No	$0	Yes	z_F	Bachelors	Student	52	Commercial	$16,140	1	z_SUV	no	$0	0	No	0	5	z_Highly Rural/ Rural
10222	1	3613.00000	0	53	1	13	$86,551	Yes	$0	z_No	z_F	Masters	Lawyer	43	Private	$18,990	3	z_SUV	no	$3,436	3	No	8	14	Highly Urban/ Urban
10223	0	0.00000	0	51	0	12	$35,024	No	$196,320	Yes	z_F	<High School	z_Blue Collar	38	Private	$10,100	4	z_SUV	no	$0	0	No	0	6	z_Highly Rural/ Rural
10224	0	0.00000	0	48	0	11	$129,007	No	$320,283	Yes	z_F	Masters	Lawyer	5	Private	$19,200	3	Minivan	no	$0	0	No	0	18	Highly Urban/ Urban
10225	1	5175.00000	0	38	0	11		No	$0	Yes	z_F	z_High School	Student	44	Private	$5,730	6	z_SUV	no	$0	0	No	2	11	z_Highly Rural/ Rural
10226	0	0.00000	0	37	0	NA	$14,349	No	$104,061	Yes	M	<High School	Clerical	42	Commercial	$5,200	1	Pickup	no	$0	0	Yes	1	1	z_Highly Rural/ Rural
10227	0	0.00000	0	50	0	11	$127,468	No	$304,399	Yes	z_F	PhD	Doctor	11	Private	$6,500	4	z_SUV	no	$0	0	No	2	10	Highly Urban/ Urban
10228	1	3449.00000	0	47	0	13		No	$156,778	Yes	M	Bachelors	z_Blue Collar	15	Commercial	$17,110	4	Minivan	no	$9,550	2	No	3	13	Highly Urban/ Urban
10229	0	0.00000	0	33	4	7	$110,353	Yes	$284,921	z_No	M	Masters	Lawyer	49	Private	$21,640	9	Minivan	no	$0	0	No	0	12	Highly Urban/ Urban
10230	1	2553.00000	0	45	0	14	$52,108	No	$197,222	Yes	M	<High School	Clerical	42	Private	$14,670	6	Minivan	yes	$0	0	No	0	7	Highly Urban/ Urban
10231	0	0.00000	0	45	1	0		No	$101,860	Yes	z_F	z_High School	Home Maker	29	Private	$6,000	4	Sports Car	no	$0	0	No	2	9	Highly Urban/ Urban
10233	0	0.00000	0	49	0	12	$37,506	No		z_No	M	z_High School	Student	20	Commercial	$24,860	10	Panel Truck	yes	$0	0	No	1	1	z_Highly Rural/ Rural
10234	0	0.00000	0	33	3	12	$110,190	Yes	$0	z_No	M	PhD	Manager	34	Private	$12,520	7	Minivan	yes	$0	0	No	0	13	Highly Urban/ Urban
10235	0	0.00000	0	48	0	6	$77,971	No	$257,219	Yes	M	PhD		16	Commercial	$21,460	1	Van	yes	$0	0	No	0	15	Highly Urban/ Urban
10236	0	0.00000	0	47	0	NA	$54,005	No	$232,029	Yes	M	z_High School	z_Blue Collar	39	Commercial	$11,600	13	Pickup	yes	$0	0	No	0	5	Highly Urban/ Urban
10237	0	0.00000	0	35	3	14	$50,971	No	$183,050	Yes	z_F	Masters	Lawyer	10	Private	$7,180	7	z_SUV	no	$518	1	No	1	13	Highly Urban/ Urban
10238	0	0.00000	0	62	0	9	$70,230	No	$261,855	Yes	M	Bachelors	Manager	26	Private	$26,640	1	Minivan	yes	$0	0	No	0	5	Highly Urban/ Urban
10240	0	0.00000	0	50	0	NA	$37,546	No	$153,612	Yes	z_F	z_High School	Manager	41	Private	$6,120	7	Sports Car	no	$0	0	No	0	1	Highly Urban/ Urban
10241	0	0.00000	0	47	0	7	$68,623	No	$0	z_No	M	Bachelors	z_Blue Collar	27	Private	$19,570	6	z_SUV	no	$1,118	2	No	0	10	Highly Urban/ Urban
10242	0	0.00000	0	47	0	14	$40,044	No	$180,968	Yes	z_F	Bachelors	Manager	17	Private	$13,710	13	z_SUV	no	$35,275	3	No	1	1	Highly Urban/ Urban
10243	0	0.00000	0	39	0	11	$47,458	No	$0	z_No	z_F	Bachelors	Manager	42	Private	$20,270	1	z_SUV	no	$21,712	3	No	5	11	Highly Urban/ Urban
10244	1	892.00000	0	50	0	15	$16,074	No	$0	z_No	z_F	<High School	Clerical	53	Private	$13,420	10	z_SUV	no	$1,255	4	No	3	1	Highly Urban/ Urban
10245	0	0.00000	0	43	0	10	$72,894	No	$0	z_No	M	<High School	z_Blue Collar	55	Private	$13,090	6	Minivan	yes	$537	2	No	4	4	Highly Urban/ Urban
10246	0	0.00000	0	56	0	11	$571	No	$92,586	Yes	M	<High School	Home Maker	41	Private	$5,670	14	Pickup	no	$0	0	No	1	6	z_Highly Rural/ Rural
10247	0	0.00000	0	46	0	11	$80,183	No	$210,725	z_No	z_F	Bachelors	z_Blue Collar	39	Private	$6,970	10	z_SUV	no	$0	0	Yes	0	8	Highly Urban/ Urban
10248	0	0.00000	0	49	0	14	$106,231	No	$319,922	Yes	z_F	Masters	Lawyer	12	Private	$28,110	6	Minivan	no	$0	0	No	0	15	Highly Urban/ Urban
10250	0	0.00000	0	34	1	12	$121,861	No	$308,486	Yes	z_F	Bachelors	Manager	32	Private	$15,090	4	Minivan	no	$0	0	No	0	1	Highly Urban/ Urban
10251	1	1645.00000	1	37	1	NA	$23,048	No	$132,852	Yes	z_F	z_High School	z_Blue Collar	13	Commercial	$20,850	4	Pickup	no	$0	0	No	3	9	Highly Urban/ Urban
10252	1	7308.00000	1	56	2	14	$176,849	No	$430,830	Yes	z_F	Bachelors	z_Blue Collar	37	Commercial	$26,470	4	z_SUV	no	$0	0	No	0	6	Highly Urban/ Urban
10254	0	0.00000	0	38	0	8	$118,057	No	$298,339	Yes	z_F	Bachelors	Manager	31	Private	$19,390	1	z_SUV	no	$0	0	No	0	9	Highly Urban/ Urban
10256	0	0.00000	0	56	3	11	$90,186	No	$278,241	Yes	M	Masters	Lawyer	15	Private	$15,390	1	Minivan	yes	$0	0	No	0	20	Highly Urban/ Urban
10257	0	0.00000	0	45	0	12	$63,357	No	$0	z_No	M	z_High School	Clerical	67	Commercial	$17,460	1	Van	yes	$0	0	No	1	1	Highly Urban/ Urban
10258	0	0.00000	0	46	1	11	$137,285	Yes	$0	z_No	M	Masters	Professional	33	Commercial	$19,830	10	Van	no	$35,428	1	Yes	0	11	Highly Urban/ Urban
10259	1	2318.00000	2	46	0	11	$35,362	No	$0	z_No	M	z_High School	Clerical	42	Commercial	$17,970	11	Pickup	no	$5,423	2	Yes	3	7	Highly Urban/ Urban
10260	0	0.00000	0	56	0	13	$52,130	No	$176,831	Yes	z_F	z_High School	z_Blue Collar	23	Commercial	$12,310	3	z_SUV	no	$10,494	2	No	3	4	Highly Urban/ Urban
10261	1	3179.00000	0	47	0	NA	$112,264	No	$0	z_No	M	Masters		44	Commercial	$24,020	1	Panel Truck	yes	$22,762	1	Yes	5	20	Highly Urban/ Urban
10263	1	3106.00000	0	47	0	13	$282,198	No	$649,247	z_No	M	PhD		32	Commercial	$34,420	11	Panel Truck	yes	$0	0	Yes	2	16	Highly Urban/ Urban
10265	1	471.11546	0	43	0	NA	$0	No	$55,203	Yes	z_F	PhD	Home Maker	29	Private	$24,030	9	Minivan	no	$3,035	4	No	0	14	Highly Urban/ Urban
10267	0	0.00000	1	45	1	14	$1,956	Yes	$0	z_No	z_F	<High School	Student	47	Private	$8,350	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
10269	0	0.00000	0	32	2	14		No	$219,966	Yes	M	z_High School	Clerical	43	Commercial	$19,680	10	Van	no	$0	0	No	1	9	z_Highly Rural/ Rural
10270	1	3135.00000	0	46	0	10	$68,360	No	$237,457	z_No	M	Bachelors	z_Blue Collar	49	Commercial	$12,940	1	Minivan	no	$6,560	3	No	7	11	Highly Urban/ Urban
10273	0	0.00000	1	46	0	10	$84,667	No	$236,725	Yes	z_F	Bachelors	z_Blue Collar	56	Commercial	$35,050	1	Panel Truck	no	$0	0	No	0	7	Highly Urban/ Urban
10274	0	0.00000	0	48	0	12	$66,613	No	$209,239	Yes	z_F	Bachelors	z_Blue Collar	5	Commercial	$16,340	6	z_SUV	no	$0	0	No	0	5	z_Highly Rural/ Rural
10275	0	0.00000	0	56	0	11	$12,917	No		z_No	z_F	Bachelors	Student	45	Commercial	$2,790	4	z_SUV	no	$0	0	No	0	12	Highly Urban/ Urban
10278	0	0.00000	0	35	0	7	$64,890	No	$0	z_No	z_F	Bachelors	Manager	36	Private	$7,990	8	z_SUV	no	$0	0	No	1	12	Highly Urban/ Urban
10280	0	0.00000	0	49	0	12	$60,049	No	$227,054	z_No	z_F	z_High School	z_Blue Collar	21	Private	$6,200	1	z_SUV	no	$0	0	No	0	1	z_Highly Rural/ Rural
10282	0	0.00000	0	42	0	12	$80,078	No	$266,403	Yes	z_F	Masters	Lawyer	24	Private	$20,640	1	Minivan	no	$0	0	No	2	16	Highly Urban/ Urban
10283	0	0.00000	0	36	2	13	$131,335	Yes	$352,524	z_No	z_F	Bachelors	Professional	10	Private	$28,490	1	Sports Car	no	$0	0	No	0	4	z_Highly Rural/ Rural
10284	0	0.00000	0	38	3	8	$83,458	Yes	$232,182	z_No	z_F	Bachelors	Manager	23	Private	$28,260	6	Sports Car	no	$9,298	2	No	3	9	Highly Urban/ Urban
10286	1	1815.20510	0	41	0	12	$92,185	No	$289,370	Yes	M	z_High School	Professional	24	Private	$1,500	11	Minivan	yes	$0	0	No	0	10	Highly Urban/ Urban
10287	0	0.00000	0	60	0	12	$19,796	No	$153,061	z_No	z_F	Bachelors	Clerical	33	Private	$21,690	1	Sports Car	no	$2,800	2	No	4	1	Highly Urban/ Urban
10288	1	2967.00000	0	45	0	11	$52,966	No	$0	z_No	M	z_High School	Professional	16	Commercial	$11,300	6	Pickup	yes	$16,239	2	Yes	5	1	Highly Urban/ Urban
10289	0	0.00000	0	54	0	11	$69,111	No	$291,969	Yes	M	z_High School	z_Blue Collar	38	Commercial	$16,510	1	Van	yes	$5,038	1	No	3	1	Highly Urban/ Urban
10290	0	0.00000	0	54	0	13	$62,060	No	$244,889	Yes	M	z_High School	Professional	51	Private	$1,500	6	Minivan	no	$0	0	No	3	1	Highly Urban/ Urban
10291	0	0.00000	0	54	0	13	$81,818	No	$272,725	Yes	M	Bachelors	Manager	18	Commercial	$19,660	1	Van	no	$24,690	1	Yes	6	4	Highly Urban/ Urban
10292	0	0.00000	1	46	0	12	$45,018	No	$0	z_No	M	z_High School	z_Blue Collar	26	Private	$15,060	4	Minivan	no	$33,026	3	No	0	1	z_Highly Rural/ Rural
10293	0	0.00000	0	48	0	10	$111,305	No	$0	z_No	z_F	PhD	Doctor	59	Private	$17,430	13	z_SUV	no	$0	0	No	4	18	Highly Urban/ Urban
10295	0	0.00000	1	38	4	16	$12,717	No	$0	Yes	z_F	Bachelors	Student	15	Commercial	$24,740	1	Pickup	no	$9,245	3	No	3	15	Highly Urban/ Urban
10296	0	0.00000	0	41	0	7	$6,256	No	$0	z_No	M	z_High School	Student	41	Private	$5,600	1	Pickup	no	$0	0	No	0	7	z_Highly Rural/ Rural
10297	0	0.00000	0	35	0	11	$43,112	No	$0	z_No	M	z_High School	z_Blue Collar	51	Commercial	$27,330	10	Panel Truck	yes	$0	0	No	0	8	z_Highly Rural/ Rural
10298	0	0.00000	1	45	2	9	$164,669	No	$386,273	Yes	M	PhD	Manager	21	Private	$13,270	15	Minivan	no	$0	0	No	2	17	Highly Urban/ Urban
10299	0	0.00000	0	46	0	9	$107,204	No	$332,591	Yes	M	Masters		36	Commercial	$24,490	6	Panel Truck	no	$0	0	No	0	1	Highly Urban/ Urban
10301	0	0.00000	0	50	0	7	$43,445	No	$149,248	Yes	z_F	Bachelors	Home Maker	36	Private	$22,550	6	Minivan	no	$0	0	No	0	11	Highly Urban/ Urban
10302	0	0.00000	0	52	0	11	$53,235	No	$197,017	Yes	z_F	z_High School	Clerical	64	Private	$19,400	6	Minivan	no	$0	0	No	0	9	z_Highly Rural/ Rural

DATA STATISTICS

	vars	n	mean	sd	median	trimmed	mad	min	max	range	skew	kurtosis	se
INDEX	1	8161	5151.8676633	2978.8939616	5133	5151.9306172	3841.4166	1	10302.0	10301.0	0.0020039	-1.2034213	32.9748900
TARGET_FLAG	2	8161	0.2638157	0.4407276	0	0.2047787	0.0000	0	1.0	1.0	1.0716614	-0.8516462	0.0048786
TARGET_AMT	3	8161	1504.3246481	4704.0269298	0	593.7121106	0.0000	0	107586.1	107586.1	8.7063034	112.2884386	52.0712628
KIDSDRIV	4	8161	0.1710575	0.5115341	0	0.0252719	0.0000	0	4.0	4.0	3.3518374	11.7801916	0.0056624
AGE	5	8155	44.7903127	8.6275895	45	44.8306513	8.8956	16	81.0	65.0	-0.0289889	-0.0617020	0.0955383
HOMEKIDS	6	8161	0.7212351	1.1163233	0	0.4971665	0.0000	0	5.0	5.0	1.3411271	0.6489915	0.0123571
YOJ	7	7707	10.4992864	4.0924742	11	11.0711853	2.9652	0	23.0	23.0	-1.2029676	1.1773410	0.0466169
INCOME*	8	8161	2875.5505453	2090.6786785	2817	2816.9534385	2799.1488	1	6613.0	6612.0	0.1094699	-1.2853032	23.1427840
PARENT1*	9	8161	1.1319691	0.3384779	1	1.0399755	0.0000	1	2.0	1.0	2.1743561	2.7281589	0.0037468
HOME_VAL*	10	8161	1684.8931503	1697.3791897	1245	1516.4994639	1842.8718	1	5107.0	5106.0	0.5162324	-1.1810965	18.7891522
MSTATUS*	11	8161	1.4003186	0.4899929	1	1.3754021	0.0000	1	2.0	1.0	0.4068189	-1.8347231	0.0054240
SEX*	12	8161	1.5360863	0.4987266	2	1.5451064	0.0000	1	2.0	1.0	-0.1446959	-1.9793056	0.0055207
EDUCATION*	13	8161	3.0906752	1.4448565	3	3.1133405	1.4826	1	5.0	4.0	0.1162654	-1.3799674	0.0159939
JOB*	14	8161	5.6871707	2.6818733	6	5.8145198	2.9652	1	9.0	8.0	-0.3067029	-1.2222635	0.0296870
TRAVTIME	15	8161	33.4857248	15.9083334	33	32.9954051	16.3086	5	142.0	137.0	0.4468174	0.6643331	0.1760974
CAR_USE*	16	8161	1.6288445	0.4831436	2	1.6610507	0.0000	1	2.0	1.0	-0.5332937	-1.7158080	0.0053482
BLUEBOOK*	17	8161	1283.6185516	893.5117428	1124	1259.5665492	1132.7064	1	2789.0	2788.0	0.2472837	-1.3624655	9.8907352
TIF	18	8161	5.3513050	4.1466353	4	4.8402512	4.4478	1	25.0	24.0	0.8908120	0.4224940	0.0459012
CAR_TYPE*	19	8161	3.5297145	1.9653570	3	3.5371420	2.9652	1	6.0	5.0	-0.0047181	-1.5165329	0.0217555
RED_CAR*	20	8161	1.2913859	0.4544287	1	1.2392403	0.0000	1	2.0	1.0	0.9180255	-1.1573709	0.0050303
OLDCLAIM*	21	8161	552.2714128	862.2006829	1	380.3196508	0.0000	1	2857.0	2856.0	1.3085876	0.2461666	9.5441372
CLM_FREQ	22	8161	0.7985541	1.1584527	0	0.5886047	0.0000	0	5.0	5.0	1.2087985	0.2842890	0.0128235
REVOKED*	23	8161	1.1225340	0.3279216	1	1.0281820	0.0000	1	2.0	1.0	2.3018899	3.2991013	0.0036299
MVR_PTS	24	8161	1.6955030	2.1471117	1	1.3138306	1.4826	0	13.0	13.0	1.3478403	1.3754900	0.0237675
CAR_AGE	25	7651	8.3283231	5.7007424	8	7.9632413	7.4130	-3	28.0	31.0	0.2819531	-0.7489756	0.0651737
URBANICITY*	26	8161	1.2045093	0.4033673	1	1.1306479	0.0000	1	2.0	1.0	1.4649406	0.1460688	0.0044651

Training data set

rows	columns	discrete_columns	continuous_columns	all_missing_columns	total_missing_values	complete_rows	total_observations	memory_usage
8161	26	14	12	0	970	7213	212186	2367344

Evaluation data set

rows	columns	discrete_columns	continuous_columns	all_missing_columns	total_missing_values	complete_rows	total_observations	memory_usage
2141	26	14	10	2	4506	0	55666	669280

The data set includes 8161 observations with 26 predictor variables. The evaluation dataset contains 2141 observations over the same predictor variables.

From the data statistics table we noticed right away that many variables are skewed. For example, target variable TARGET_AMT that represents the cost of a vehicle involved in a car accident has skewness of 8.7. And we need to remember that skewness values less than -1 (negative skewed) or greater than 1 (positive skewed) are considered highly skewed.

There’s a fair amount of missing values, and it’s our job to impute them. We also need to deal with some values that seem incorrect (i.e. -3 CAR_AGE) or have extra prefix. But before diving into the imputation, we will visualize given data and look closely at the variables. It’s a good idea to compare variable distribution before and after imputation since we don’t want the distribution to change significantly.

DATA OBSERVATION

From the observation above we can see that distribution for most of the variables is highly skewed and non-normal. We will need to work on transformation of highly skewed variables. Boxplots reveal that the majority of variables exhibit a significant presence of outliers.

We can also make some assumptions about the cases when car accident is more likely to occur. From the observation above we can see that drivers with kids are less likely to be involved in car accidents. It looks like people with higher income, car age and home values are less likely to get into a car crash.

2. DATA PREPARATION

In data preparation section we performed the following steps for both train and evaluation datasets:

• Excluded the INDEX column as it offers no information for a model.
• Converted variables INCOME, HOME_VAL,BLUEBOOK and OLDCLAIMto numeric.
• Removed unnecessary characters such as prefix text ‘z_’ and ‘<’ from variables MSTATUS,SEX,EDUCATION,JOB,CAR_TYPE,URBANICITY.
• Data imputation: Negative values in CAR_AGE were changed to NA. We replaced NA values for CAR_AGE, YOJ, AGE, INCOME, HOME_VAL with median of the column; We decided to fill missing values in JOB with the job title based on degree, e.g if person holds ‘PhD’ or ‘Masters’ degree, job title will be a Doctor or lawyer respectively.
• We agreed to keep outliers since all values seem reasonable.
• To help address resolution issues introduced by extreme values we performed transformation of highly skewed variables. Log transformation applied to variables TARGET_AMT, OLDCLAIM and HOME_VAL to make right skewed distribution closer to normal. Square root transformation applied to variables BLUEBOOK, TRAVTIME, TIF,CAR_AGE, INCOME

plot_missing(clean_tr)

Several variables: CAR_AGE, YOJ, AGE, INCOME, HOME_VAL have NA values which will need to be imputed.

## [1] "Count of total missing values in after imputation "

## [1] 0

A correlation matrix shows the marginal relationships between the response variables and the predictors. Multicollinearity is not a big issue in this dataset. However, there are some variables that are collinear:

• HOMEKIDS and KIDSDRIV
• INCOME and HOME_VAL
• INCOME and BLUEBOOK
• INCOME and CAR_AGE
• CLM_FREQ and OLDCLAIM

Reduce Skewness

Since the assumption of normality is required in order to apply linear regression we applied transformation on the following variables: -TARGET_AMT -TRAVTIME -BLUEBOOK -CAR_AGE -HOME_VAL -INCOME -TIF -OLDCLAIM

After data transformation it appears the Square Root method is the most suitable for BLUEBOOK, TRAVTIME, TIF,CAR_AGE and INCOME. The LOG Transformation seems to yield better results for TARGET_AMT, OLDCLAIM and HOME_VAL

Here is some plots to demonstrate the changes in distributions after transformations applied:

Transformation has generated infinite values which we also need to remove.

#Remove infinite Values
New_f[sapply(New_f, is.infinite)] <- 0
clean<-New_f

3. BUILD MODELS

Now when our data is cleaned, imputed and prepared we start building the models.

Logistic Models

Logistic Regression Model 1

## 
## Call:
## glm(formula = TARGET_FLAG ~ ., family = binomial(link = "logit"), 
##     data = training_set)
## 
## Coefficients:
##                                 Estimate Std. Error z value
## (Intercept)                   -2.3692572  0.4106641  -5.769
## KIDSDRIV                       0.4276773  0.0709510   6.028
## AGE                           -0.0032679  0.0046573  -0.702
## HOMEKIDS                       0.0420546  0.0431853   0.974
## YOJ                            0.0032105  0.0103489   0.310
## INCOME                        -0.0029591  0.0005795  -5.106
## PARENT1Yes                     0.3386464  0.1276245   2.653
## HOME_VAL                      -0.0731399  0.0186056  -3.931
## MSTATUSYes                    -0.4424180  0.1014711  -4.360
## SEXM                           0.1952317  0.1299341   1.503
## EDUCATIONHigh School           0.3084240  0.1042198   2.959
## EDUCATIONMasters               0.0502498  0.1633288   0.308
## EDUCATIONPhD                   0.2473718  0.2307343   1.072
## JOBClerical                    0.0080193  0.1237881   0.065
## JOBDoctor                     -0.7737603  0.2913212  -2.656
## JOBHome Maker                 -0.2236706  0.1867899  -1.197
## JOBLawyer                     -0.1873925  0.2011693  -0.932
## JOBManager                    -0.9837236  0.1624611  -6.055
## JOBProfessional               -0.2552558  0.1372799  -1.859
## JOBStudent                    -0.3524174  0.1674622  -2.104
## TRAVTIME                       0.1683432  0.0242209   6.950
## CAR_USEPrivate                -0.7209916  0.0977425  -7.376
## BLUEBOOK                      -0.0054136  0.0014212  -3.809
## TIF                           -0.2643509  0.0378916  -6.977
## CAR_TYPEPanel Truck            0.6620978  0.1787652   3.704
## CAR_TYPEPickup                 0.6023586  0.1171813   5.140
## CAR_TYPESports Car             1.0991146  0.1531865   7.175
## CAR_TYPESUV                    0.8026528  0.1302036   6.165
## CAR_TYPEVan                    0.7432275  0.1442206   5.153
## RED_CARyes                    -0.0635202  0.1004541  -0.632
## OLDCLAIM                       0.0382907  0.0334496   1.145
## CLM_FREQ                       0.1422780  0.0500675   2.842
## REVOKEDYes                     0.7492877  0.0957814   7.823
## MVR_PTS                        0.1027669  0.0161507   6.363
## CAR_AGE                       -0.0199969  0.0419718  -0.476
## URBANICITYHighly Urban/ Urban  2.3597124  0.1309858  18.015
##                                           Pr(>|z|)    
## (Intercept)                    0.00000000795867612 ***
## KIDSDRIV                       0.00000000166220018 ***
## AGE                                       0.482883    
## HOMEKIDS                                  0.330147    
## YOJ                                       0.756393    
## INCOME                         0.00000032903847332 ***
## PARENT1Yes                                0.007967 ** 
## HOME_VAL                       0.00008456984417933 ***
## MSTATUSYes                     0.00001300385400136 ***
## SEXM                                      0.132957    
## EDUCATIONHigh School                      0.003083 ** 
## EDUCATIONMasters                          0.758341    
## EDUCATIONPhD                              0.283672    
## JOBClerical                               0.948347    
## JOBDoctor                                 0.007906 ** 
## JOBHome Maker                             0.231133    
## JOBLawyer                                 0.351586    
## JOBManager                     0.00000000140302007 ***
## JOBProfessional                           0.062973 .  
## JOBStudent                                0.035338 *  
## TRAVTIME                       0.00000000000364428 ***
## CAR_USEPrivate                 0.00000000000016257 ***
## BLUEBOOK                                  0.000139 ***
## TIF                            0.00000000000302604 ***
## CAR_TYPEPanel Truck                       0.000212 ***
## CAR_TYPEPickup                 0.00000027415851054 ***
## CAR_TYPESports Car             0.00000000000072303 ***
## CAR_TYPESUV                    0.00000000070663174 ***
## CAR_TYPEVan                    0.00000025579728372 ***
## RED_CARyes                                0.527171    
## OLDCLAIM                                  0.252321    
## CLM_FREQ                                  0.004487 ** 
## REVOKEDYes                     0.00000000000000516 ***
## MVR_PTS                        0.00000000019787183 ***
## CAR_AGE                                   0.633763    
## URBANICITYHighly Urban/ Urban < 0.0000000000000002 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 7003.3  on 6119  degrees of freedom
## Residual deviance: 5370.0  on 6084  degrees of freedom
## AIC: 5442
## 
## Number of Fisher Scoring iterations: 5

# Measure relative influence/importance of each feature
vip::vi(GLM1)

## # A tibble: 35 × 3
##    Variable                      Importance Sign 
##    <chr>                              <dbl> <chr>
##  1 URBANICITYHighly Urban/ Urban      18.0  POS  
##  2 REVOKEDYes                          7.82 POS  
##  3 CAR_USEPrivate                      7.38 NEG  
##  4 CAR_TYPESports Car                  7.18 POS  
##  5 TIF                                 6.98 NEG  
##  6 TRAVTIME                            6.95 POS  
##  7 MVR_PTS                             6.36 POS  
##  8 CAR_TYPESUV                         6.16 POS  
##  9 JOBManager                          6.06 NEG  
## 10 KIDSDRIV                            6.03 POS  
## # ℹ 25 more rows

Logistic Regression Model 2

## 
## Call:
## glm(formula = TARGET_FLAG ~ KIDSDRIV + INCOME + PARENT1 + HOME_VAL + 
##     MSTATUS + EDUCATION + JOB + TRAVTIME + CAR_USE + BLUEBOOK + 
##     TIF + CAR_TYPE + CLM_FREQ + REVOKED + MVR_PTS + URBANICITY, 
##     family = binomial(link = "logit"), data = training_set)
## 
## Coefficients:
##                                 Estimate Std. Error z value
## (Intercept)                   -2.3380257  0.3168310  -7.379
## KIDSDRIV                       0.4558477  0.0634665   7.182
## INCOME                        -0.0029244  0.0005573  -5.248
## PARENT1Yes                     0.4298094  0.1102186   3.900
## HOME_VAL                      -0.0737050  0.0186039  -3.962
## MSTATUSYes                    -0.4024670  0.0969288  -4.152
## EDUCATIONHigh School           0.3341372  0.0954854   3.499
## EDUCATIONMasters               0.0265344  0.1603808   0.165
## EDUCATIONPhD                   0.2099800  0.2285400   0.919
## JOBClerical                    0.0196988  0.1231053   0.160
## JOBDoctor                     -0.7893246  0.2913758  -2.709
## JOBHome Maker                 -0.2671215  0.1812489  -1.474
## JOBLawyer                     -0.1950524  0.2009686  -0.971
## JOBManager                    -0.9954936  0.1621633  -6.139
## JOBProfessional               -0.2657433  0.1369032  -1.941
## JOBStudent                    -0.3510326  0.1647427  -2.131
## TRAVTIME                       0.1672417  0.0242025   6.910
## CAR_USEPrivate                -0.7183442  0.0974492  -7.371
## BLUEBOOK                      -0.0062536  0.0012889  -4.852
## TIF                           -0.2640943  0.0378567  -6.976
## CAR_TYPEPanel Truck            0.7429293  0.1688192   4.401
## CAR_TYPEPickup                 0.5936552  0.1168805   5.079
## CAR_TYPESports Car             0.9812656  0.1261299   7.780
## CAR_TYPESUV                    0.6947942  0.1006245   6.905
## CAR_TYPEVan                    0.7921041  0.1394623   5.680
## CLM_FREQ                       0.1884426  0.0294045   6.409
## REVOKEDYes                     0.7712936  0.0945546   8.157
## MVR_PTS                        0.1077856  0.0155963   6.911
## URBANICITYHighly Urban/ Urban  2.3748432  0.1306377  18.179
##                                           Pr(>|z|)    
## (Intercept)                   0.000000000000158994 ***
## KIDSDRIV                      0.000000000000684511 ***
## INCOME                        0.000000153938001274 ***
## PARENT1Yes                    0.000096348297966890 ***
## HOME_VAL                      0.000074388227668533 ***
## MSTATUSYes                    0.000032930506047890 ***
## EDUCATIONHigh School                      0.000466 ***
## EDUCATIONMasters                          0.868593    
## EDUCATIONPhD                              0.358206    
## JOBClerical                               0.872869    
## JOBDoctor                                 0.006749 ** 
## JOBHome Maker                             0.140540    
## JOBLawyer                                 0.331767    
## JOBManager                    0.000000000831289019 ***
## JOBProfessional                           0.052246 .  
## JOBStudent                                0.033106 *  
## TRAVTIME                      0.000000000004842986 ***
## CAR_USEPrivate                0.000000000000168748 ***
## BLUEBOOK                      0.000001222497442762 ***
## TIF                           0.000000000003033641 ***
## CAR_TYPEPanel Truck           0.000010788291171472 ***
## CAR_TYPEPickup                0.000000379098789081 ***
## CAR_TYPESports Car            0.000000000000007264 ***
## CAR_TYPESUV                   0.000000000005026587 ***
## CAR_TYPEVan                   0.000000013492936227 ***
## CLM_FREQ                      0.000000000146832779 ***
## REVOKEDYes                    0.000000000000000343 ***
## MVR_PTS                       0.000000000004814167 ***
## URBANICITYHighly Urban/ Urban < 0.0000000000000002 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 7003.3  on 6119  degrees of freedom
## Residual deviance: 5375.9  on 6091  degrees of freedom
## AIC: 5433.9
## 
## Number of Fisher Scoring iterations: 5

# Measure relative influence/importance of each feature
vip::vi(GLM2)

## # A tibble: 28 × 3
##    Variable                      Importance Sign 
##    <chr>                              <dbl> <chr>
##  1 URBANICITYHighly Urban/ Urban      18.2  POS  
##  2 REVOKEDYes                          8.16 POS  
##  3 CAR_TYPESports Car                  7.78 POS  
##  4 CAR_USEPrivate                      7.37 NEG  
##  5 KIDSDRIV                            7.18 POS  
##  6 TIF                                 6.98 NEG  
##  7 MVR_PTS                             6.91 POS  
##  8 TRAVTIME                            6.91 POS  
##  9 CAR_TYPESUV                         6.90 POS  
## 10 CLM_FREQ                            6.41 POS  
## # ℹ 18 more rows

Logistic Regression Model 3

For the next model we decided to try randomForest technique. The key benefits of the Random Forest Algorithm are decreased overfitting risks and shorter training times. It also provides an exceptionally high level of precision.

## 
## Call:
## glm(formula = TARGET_FLAG ~ ., family = binomial(link = logit), 
##     data = df_GLM3)
## 
## Coefficients:
##                                 Estimate Std. Error z value
## (Intercept)                   -2.2304268  0.3873256  -5.759
## KIDSDRIV                       0.4212558  0.0707662   5.953
## AGE                           -0.0029434  0.0046210  -0.637
## HOMEKIDS                      -0.0047592  0.0418464  -0.114
## YOJ                           -0.0008696  0.0102634  -0.085
## INCOME                        -0.0027956  0.0005761  -4.853
## PARENT1Yes                     0.6105808  0.1117069   5.466
## HOME_VAL                      -0.1168397  0.0158026  -7.394
## EDUCATIONHigh School           0.2841522  0.1037431   2.739
## EDUCATIONMasters               0.0396498  0.1629559   0.243
## EDUCATIONPhD                   0.2237572  0.2302608   0.972
## JOBClerical                    0.0054621  0.1234291   0.044
## JOBDoctor                     -0.7663749  0.2906385  -2.637
## JOBHome Maker                 -0.2579004  0.1847019  -1.396
## JOBLawyer                     -0.1888943  0.2006727  -0.941
## JOBManager                    -1.0015294  0.1622570  -6.172
## JOBProfessional               -0.2659540  0.1369916  -1.941
## JOBStudent                    -0.4831723  0.1650065  -2.928
## TRAVTIME                       0.1665175  0.0241541   6.894
## CAR_USEPrivate                -0.7127257  0.0974496  -7.314
## BLUEBOOK                      -0.0061509  0.0012950  -4.750
## TIF                           -0.2604454  0.0378045  -6.889
## CAR_TYPEPanel Truck            0.7519981  0.1688200   4.454
## CAR_TYPEPickup                 0.6006493  0.1167870   5.143
## CAR_TYPESports Car             0.9668725  0.1264234   7.648
## CAR_TYPESUV                    0.6940908  0.1006533   6.896
## CAR_TYPEVan                    0.7874209  0.1393318   5.651
## OLDCLAIM                       0.0379297  0.0333735   1.137
## CLM_FREQ                       0.1486987  0.0499331   2.978
## REVOKEDYes                     0.7530966  0.0955006   7.886
## MVR_PTS                        0.1016610  0.0161168   6.308
## CAR_AGE                       -0.0207602  0.0418600  -0.496
## URBANICITYHighly Urban/ Urban  2.3404464  0.1307112  17.905
##                                           Pr(>|z|)    
## (Intercept)                    0.00000000848483881 ***
## KIDSDRIV                       0.00000000263626988 ***
## AGE                                        0.52415    
## HOMEKIDS                                   0.90945    
## YOJ                                        0.93247    
## INCOME                         0.00000121822353394 ***
## PARENT1Yes                     0.00000004605137277 ***
## HOME_VAL                       0.00000000000014280 ***
## EDUCATIONHigh School                       0.00616 ** 
## EDUCATIONMasters                           0.80776    
## EDUCATIONPhD                               0.33117    
## JOBClerical                                0.96470    
## JOBDoctor                                  0.00837 ** 
## JOBHome Maker                              0.16262    
## JOBLawyer                                  0.34655    
## JOBManager                     0.00000000067223348 ***
## JOBProfessional                            0.05221 .  
## JOBStudent                                 0.00341 ** 
## TRAVTIME                       0.00000000000542582 ***
## CAR_USEPrivate                 0.00000000000025972 ***
## BLUEBOOK                       0.00000203572589569 ***
## TIF                            0.00000000000560802 ***
## CAR_TYPEPanel Truck            0.00000841134876414 ***
## CAR_TYPEPickup                 0.00000027021537087 ***
## CAR_TYPESports Car             0.00000000000002043 ***
## CAR_TYPESUV                    0.00000000000535409 ***
## CAR_TYPEVan                    0.00000001591373351 ***
## OLDCLAIM                                   0.25574    
## CLM_FREQ                                   0.00290 ** 
## REVOKEDYes                     0.00000000000000313 ***
## MVR_PTS                        0.00000000028310535 ***
## CAR_AGE                                    0.61993    
## URBANICITYHighly Urban/ Urban < 0.0000000000000002 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 7003.3  on 6119  degrees of freedom
## Residual deviance: 5390.9  on 6087  degrees of freedom
## AIC: 5456.9
## 
## Number of Fisher Scoring iterations: 5

Model Evaluation

Logistic Regression Model 1

## Confusion Matrix and Statistics
## 
##           Reference
## Prediction    1    0
##          1  240  125
##          0  327 1349
##                                                
##                Accuracy : 0.7785               
##                  95% CI : (0.7599, 0.7964)     
##     No Information Rate : 0.7222               
##     P-Value [Acc > NIR] : 0.000000003592       
##                                                
##                   Kappa : 0.3801               
##                                                
##  Mcnemar's Test P-Value : < 0.00000000000000022
##                                                
##             Sensitivity : 0.4233               
##             Specificity : 0.9152               
##          Pos Pred Value : 0.6575               
##          Neg Pred Value : 0.8049               
##              Prevalence : 0.2778               
##          Detection Rate : 0.1176               
##    Detection Prevalence : 0.1788               
##       Balanced Accuracy : 0.6692               
##                                                
##        'Positive' Class : 1                    
## 

## Setting levels: control = 0, case = 1

## Setting direction: controls < cases

Our first logit model with all the features yields an AIC: 5527.6 with 79.86% accuracy and AUC: 0.811. There are some variables that are not significant predictors such as AGE,HOMEKIDS,YOJ,EDUCATION,JOB,RED_CAR,OLDCLAIM,CLM_FREQ,CAR_AGE.

Logistic Regression Model 2

## Confusion Matrix and Statistics
## 
##           Reference
## Prediction    1    0
##          1  239  118
##          0  328 1356
##                                                
##                Accuracy : 0.7815               
##                  95% CI : (0.7629, 0.7992)     
##     No Information Rate : 0.7222               
##     P-Value [Acc > NIR] : 0.0000000005362      
##                                                
##                   Kappa : 0.3854               
##                                                
##  Mcnemar's Test P-Value : < 0.00000000000000022
##                                                
##             Sensitivity : 0.4215               
##             Specificity : 0.9199               
##          Pos Pred Value : 0.6695               
##          Neg Pred Value : 0.8052               
##              Prevalence : 0.2778               
##          Detection Rate : 0.1171               
##    Detection Prevalence : 0.1749               
##       Balanced Accuracy : 0.6707               
##                                                
##        'Positive' Class : 1                    
## 

## Setting levels: control = 0, case = 1

## Setting direction: controls < cases

By reducing the number of features we expected to see better outcome using Stepwise method. However AIC has changed minimally and produced AIC: 5519.2, 79.72% accuracy and AUC: 0.812.

Running model using step() function helps to remove one predictor variable, starting with the least significant one, and compares the resulting AIC values. The final model contains KIDSDRIV,INCOME,PARENT1,HOME_VAL ,MSTATUS, EDUCATION,JOB,TRAVTIME,CAR_USE ,BLUEBOOK,TIF ,CAR_TYPE, OLDCLAIM ,REVOKED, MVR_PTS,URBANICITY.

Logistic Regression Model 3

## Confusion Matrix and Statistics
## 
##           Reference
## Prediction    1    0
##          1  230  116
##          0  337 1358
##                                                
##                Accuracy : 0.778                
##                  95% CI : (0.7594, 0.7959)     
##     No Information Rate : 0.7222               
##     P-Value [Acc > NIR] : 0.000000004885       
##                                                
##                   Kappa : 0.3715               
##                                                
##  Mcnemar's Test P-Value : < 0.00000000000000022
##                                                
##             Sensitivity : 0.4056               
##             Specificity : 0.9213               
##          Pos Pred Value : 0.6647               
##          Neg Pred Value : 0.8012               
##              Prevalence : 0.2778               
##          Detection Rate : 0.1127               
##    Detection Prevalence : 0.1695               
##       Balanced Accuracy : 0.6635               
##                                                
##        'Positive' Class : 1                    
## 

## Setting levels: control = 0, case = 1

## Setting direction: controls < cases

RandomForest model produced AIC: 5548.7 and 79.76% Accuracy and AUC: 0.81

Compare Model Performances

For our model performance comparison we will use model_performance()that computes indices of different models at once and hence allows comparison of indices across models. Also, we will use The plot() method that will create a “spiderweb” plot, where the different indices are normalized and larger values indicate better model performance. Hence, points closer to the center indicate worse fit indices.

## # Comparison of Model Performance Indices
## 
## Name | Model |  AIC (weights) | AICc (weights) |  BIC (weights) | Tjur's R2 |  RMSE | Sigma | Log_loss | Score_log | Score_spherical |   PCP
## --------------------------------------------------------------------------------------------------------------------------------------------
## GLM1 |   glm | 5442.0 (0.017) | 5442.4 (0.016) | 5683.9 (<.001) |     0.260 | 0.376 | 1.000 |    0.439 |      -Inf |       5.182e-04 | 0.716
## GLM2 |   glm | 5433.9 (0.983) | 5434.2 (0.984) | 5628.8 (>.999) |     0.260 | 0.377 | 1.000 |    0.439 |      -Inf |       5.171e-04 | 0.716
## GLM3 |   glm | 5456.9 (<.001) | 5457.3 (<.001) | 5678.7 (<.001) |     0.258 | 0.377 | 1.000 |    0.440 |      -Inf |       4.426e-04 | 0.715

Let’s check the goodness of fit of our models.

## # Hosmer-Lemeshow Goodness-of-Fit Test
## 
##   Chi-squared: 11.591
##            df:  8    
##       p-value:  0.170

## Summary: model seems to fit well.

## # Hosmer-Lemeshow Goodness-of-Fit Test
## 
##   Chi-squared: 9.691
##            df: 8    
##       p-value: 0.287

## Summary: model seems to fit well.

## # Hosmer-Lemeshow Goodness-of-Fit Test
## 
##   Chi-squared: 10.256
##            df:  8    
##       p-value:  0.247

## Summary: model seems to fit well.

Linear Regression

Linear Regression Model 1

Linear regression models are useful for understanding the relationship between predictor variables and outcome variable (in our case is `TARGET_AMT’) if the outcome variable is continuous. In the first linear model we will use all of the variables. This will help us to identify significant variables in our data set so we can make other models based on that. To compare the Linear Regression models, we’ll examine Adjusted R-Squared, Root Mean Squared Error and evaluate whether the models meet the general assumptions for linear regression.

## 
## Call:
## lm(formula = TARGET_AMT ~ ., data = New_ftrain)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -3.2734 -1.0038 -0.3793  0.8682  4.6323 
## 
## Coefficients:
##                                 Estimate Std. Error t value
## (Intercept)                    0.6038169  0.2107058   2.866
## KIDSDRIV                       0.2309037  0.0400822   5.761
## AGE                           -0.0015538  0.0024901  -0.624
## HOMEKIDS                       0.0207710  0.0231901   0.896
## YOJ                           -0.0006978  0.0055129  -0.127
## INCOME                        -0.0013875  0.0002963  -4.683
## PARENT1Yes                     0.2439978  0.0714747   3.414
## HOME_VAL                      -0.0397494  0.0102395  -3.882
## MSTATUSYes                    -0.2107594  0.0531396  -3.966
## SEXM                           0.1014100  0.0648611   1.563
## EDUCATIONHigh School           0.1678102  0.0555773   3.019
## EDUCATIONMasters               0.0643541  0.0788567   0.816
## EDUCATIONPhD                   0.1459776  0.1089591   1.340
## JOBClerical                   -0.0179447  0.0679856  -0.264
## JOBDoctor                     -0.4969059  0.1401124  -3.546
## JOBHome Maker                 -0.1185357  0.0990279  -1.197
## JOBLawyer                     -0.1895010  0.1026002  -1.847
## JOBManager                    -0.5533044  0.0811984  -6.814
## JOBProfessional               -0.1586374  0.0735922  -2.156
## JOBStudent                    -0.1836179  0.0925588  -1.984
## TRAVTIME                       0.0793961  0.0123391   6.435
## CAR_USEPrivate                -0.3925764  0.0538547  -7.290
## BLUEBOOK                      -0.0021899  0.0007332  -2.987
## TIF                           -0.1404783  0.0195298  -7.193
## CAR_TYPEPanel Truck            0.2599641  0.0941576   2.761
## CAR_TYPEPickup                 0.2681072  0.0601534   4.457
## CAR_TYPESports Car             0.5320457  0.0780393   6.818
## CAR_TYPESUV                    0.3851931  0.0631524   6.099
## CAR_TYPEVan                    0.3321409  0.0744102   4.464
## RED_CARyes                    -0.0307410  0.0530662  -0.579
## OLDCLAIM                       0.0132201  0.0197501   0.669
## CLM_FREQ                       0.0854324  0.0302963   2.820
## REVOKEDYes                     0.4606910  0.0562353   8.192
## MVR_PTS                        0.0741860  0.0093594   7.926
## CAR_AGE                       -0.0162576  0.0220514  -0.737
## URBANICITYHighly Urban/ Urban  1.0308409  0.0495066  20.822
##                                           Pr(>|t|)    
## (Intercept)                               0.004175 ** 
## KIDSDRIV                       0.00000000878404067 ***
## AGE                                       0.532659    
## HOMEKIDS                                  0.370459    
## YOJ                                       0.899272    
## INCOME                         0.00000288580039498 ***
## PARENT1Yes                                0.000645 ***
## HOME_VAL                                  0.000105 ***
## MSTATUSYes                     0.00007388403708779 ***
## SEXM                                      0.117989    
## EDUCATIONHigh School                      0.002543 ** 
## EDUCATIONMasters                          0.414481    
## EDUCATIONPhD                              0.180378    
## JOBClerical                               0.791829    
## JOBDoctor                                 0.000393 ***
## JOBHome Maker                             0.231356    
## JOBLawyer                                 0.064798 .  
## JOBManager                     0.00000000001038969 ***
## JOBProfessional                           0.031152 *  
## JOBStudent                                0.047323 *  
## TRAVTIME                       0.00000000013329535 ***
## CAR_USEPrivate                 0.00000000000035054 ***
## BLUEBOOK                                  0.002832 ** 
## TIF                            0.00000000000070992 ***
## CAR_TYPEPanel Truck                       0.005781 ** 
## CAR_TYPEPickup                 0.00000845839773390 ***
## CAR_TYPESports Car             0.00000000001014597 ***
## CAR_TYPESUV                    0.00000000112998631 ***
## CAR_TYPEVan                    0.00000820296551456 ***
## RED_CARyes                                0.562412    
## OLDCLAIM                                  0.503287    
## CLM_FREQ                                  0.004819 ** 
## REVOKEDYes                     0.00000000000000031 ***
## MVR_PTS                        0.00000000000000267 ***
## CAR_AGE                                   0.460993    
## URBANICITYHighly Urban/ Urban < 0.0000000000000002 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 1.394 on 6084 degrees of freedom
## Multiple R-squared:  0.2316, Adjusted R-squared:  0.2272 
## F-statistic: 52.39 on 35 and 6084 DF,  p-value: < 0.00000000000000022

##             GVIF Df GVIF^(1/(2*Df))
## KIDSDRIV    1.34  1            1.16
## AGE         1.45  1            1.21
## HOMEKIDS    2.11  1            1.45
## YOJ         1.52  1            1.23
## INCOME      2.99  1            1.73
## PARENT1     1.83  1            1.35
## HOME_VAL    1.88  1            1.37
## MSTATUS     2.13  1            1.46
## SEX         3.30  1            1.82
## EDUCATION  13.27  3            1.54
## JOB        36.79  7            1.29
## TRAVTIME    1.04  1            1.02
## CAR_USE     2.13  1            1.46
## BLUEBOOK    1.96  1            1.40
## TIF         1.01  1            1.00
## CAR_TYPE    5.02  5            1.18
## RED_CAR     1.84  1            1.36
## OLDCLAIM    4.29  1            2.07
## CLM_FREQ    3.90  1            1.97
## REVOKED     1.04  1            1.02
## MVR_PTS     1.29  1            1.14
## CAR_AGE     1.80  1            1.34
## URBANICITY  1.27  1            1.13

Regression model diagnostics

Linear Regression Model 2

For the second model we will use step wise method with backward direction. The backward procedure begins with a general model that includes all variables, then eliminates variable one at a time until the best model obtained (Model with lowest AIC).

## Start:  AIC=4098.05
## TARGET_AMT ~ KIDSDRIV + AGE + HOMEKIDS + YOJ + INCOME + PARENT1 + 
##     HOME_VAL + MSTATUS + SEX + EDUCATION + JOB + TRAVTIME + CAR_USE + 
##     BLUEBOOK + TIF + CAR_TYPE + RED_CAR + OLDCLAIM + CLM_FREQ + 
##     REVOKED + MVR_PTS + CAR_AGE + URBANICITY
## 
##              Df Sum of Sq   RSS    AIC
## - YOJ         1      0.03 11816 4096.1
## - RED_CAR     1      0.65 11816 4096.4
## - AGE         1      0.76 11816 4096.4
## - OLDCLAIM    1      0.87 11816 4096.5
## - CAR_AGE     1      1.06 11817 4096.6
## - HOMEKIDS    1      1.56 11817 4096.9
## <none>                    11816 4098.1
## - SEX         1      4.75 11820 4098.5
## - EDUCATION   3     20.26 11836 4102.5
## - CLM_FREQ    1     15.44 11831 4104.0
## - BLUEBOOK    1     17.32 11833 4105.0
## - PARENT1     1     22.63 11838 4107.8
## - HOME_VAL    1     29.27 11845 4111.2
## - MSTATUS     1     30.55 11846 4111.9
## - INCOME      1     42.59 11858 4118.1
## - KIDSDRIV    1     64.45 11880 4129.3
## - TRAVTIME    1     80.41 11896 4137.6
## - TIF         1    100.48 11916 4147.9
## - JOB         7    125.02 11940 4148.5
## - CAR_USE     1    103.20 11919 4149.3
## - CAR_TYPE    5    137.03 11952 4158.6
## - MVR_PTS     1    122.01 11938 4158.9
## - REVOKED     1    130.34 11946 4163.2
## - URBANICITY  1    842.02 12658 4517.3
## 
## Step:  AIC=4096.07
## TARGET_AMT ~ KIDSDRIV + AGE + HOMEKIDS + INCOME + PARENT1 + HOME_VAL + 
##     MSTATUS + SEX + EDUCATION + JOB + TRAVTIME + CAR_USE + BLUEBOOK + 
##     TIF + CAR_TYPE + RED_CAR + OLDCLAIM + CLM_FREQ + REVOKED + 
##     MVR_PTS + CAR_AGE + URBANICITY
## 
##              Df Sum of Sq   RSS    AIC
## - RED_CAR     1      0.65 11816 4094.4
## - AGE         1      0.84 11816 4094.5
## - OLDCLAIM    1      0.86 11816 4094.5
## - CAR_AGE     1      1.05 11817 4094.6
## - HOMEKIDS    1      1.53 11817 4094.9
## <none>                    11816 4096.1
## - SEX         1      4.74 11820 4096.5
## - EDUCATION   3     20.24 11836 4100.5
## - CLM_FREQ    1     15.48 11831 4102.1
## - BLUEBOOK    1     17.32 11833 4103.0
## - PARENT1     1     22.65 11838 4105.8
## - HOME_VAL    1     29.26 11845 4109.2
## - MSTATUS     1     31.04 11847 4110.1
## - INCOME      1     46.01 11862 4117.9
## - KIDSDRIV    1     64.71 11880 4127.5
## - TRAVTIME    1     80.40 11896 4135.6
## - TIF         1    100.55 11916 4145.9
## - JOB         7    125.31 11941 4146.6
## - CAR_USE     1    103.36 11919 4147.4
## - CAR_TYPE    5    137.13 11953 4156.7
## - MVR_PTS     1    122.21 11938 4157.0
## - REVOKED     1    130.34 11946 4161.2
## - URBANICITY  1    841.99 12658 4515.3
## 
## Step:  AIC=4094.41
## TARGET_AMT ~ KIDSDRIV + AGE + HOMEKIDS + INCOME + PARENT1 + HOME_VAL + 
##     MSTATUS + SEX + EDUCATION + JOB + TRAVTIME + CAR_USE + BLUEBOOK + 
##     TIF + CAR_TYPE + OLDCLAIM + CLM_FREQ + REVOKED + MVR_PTS + 
##     CAR_AGE + URBANICITY
## 
##              Df Sum of Sq   RSS    AIC
## - AGE         1      0.82 11817 4092.8
## - OLDCLAIM    1      0.86 11817 4092.9
## - CAR_AGE     1      1.07 11817 4093.0
## - HOMEKIDS    1      1.52 11818 4093.2
## <none>                    11816 4094.4
## - SEX         1      4.16 11820 4094.6
## - EDUCATION   3     20.30 11836 4098.9
## - CLM_FREQ    1     15.38 11832 4100.4
## - BLUEBOOK    1     17.14 11833 4101.3
## - PARENT1     1     22.69 11839 4104.1
## - HOME_VAL    1     29.11 11845 4107.5
## - MSTATUS     1     30.92 11847 4108.4
## - INCOME      1     45.99 11862 4116.2
## - KIDSDRIV    1     65.05 11881 4126.0
## - TRAVTIME    1     80.18 11896 4133.8
## - TIF         1    100.64 11917 4144.3
## - JOB         7    125.64 11942 4145.1
## - CAR_USE     1    103.37 11920 4145.7
## - CAR_TYPE    5    137.57 11954 4155.2
## - MVR_PTS     1    122.21 11938 4155.4
## - REVOKED     1    130.16 11946 4159.5
## - URBANICITY  1    841.62 12658 4513.5
## 
## Step:  AIC=4092.83
## TARGET_AMT ~ KIDSDRIV + HOMEKIDS + INCOME + PARENT1 + HOME_VAL + 
##     MSTATUS + SEX + EDUCATION + JOB + TRAVTIME + CAR_USE + BLUEBOOK + 
##     TIF + CAR_TYPE + OLDCLAIM + CLM_FREQ + REVOKED + MVR_PTS + 
##     CAR_AGE + URBANICITY
## 
##              Df Sum of Sq   RSS    AIC
## - OLDCLAIM    1      0.83 11818 4091.3
## - CAR_AGE     1      1.09 11818 4091.4
## - HOMEKIDS    1      2.74 11820 4092.3
## - SEX         1      3.84 11821 4092.8
## <none>                    11817 4092.8
## - EDUCATION   3     20.20 11837 4097.3
## - CLM_FREQ    1     15.46 11832 4098.8
## - BLUEBOOK    1     18.49 11836 4100.4
## - PARENT1     1     23.72 11841 4103.1
## - HOME_VAL    1     29.30 11846 4106.0
## - MSTATUS     1     31.32 11848 4107.0
## - INCOME      1     45.93 11863 4114.6
## - KIDSDRIV    1     64.39 11881 4124.1
## - TRAVTIME    1     80.07 11897 4132.2
## - TIF         1    100.85 11918 4142.8
## - JOB         7    126.61 11944 4144.1
## - CAR_USE     1    103.50 11920 4144.2
## - CAR_TYPE    5    136.76 11954 4153.2
## - MVR_PTS     1    123.23 11940 4154.3
## - REVOKED     1    130.58 11948 4158.1
## - URBANICITY  1    842.91 12660 4512.5
## 
## Step:  AIC=4091.26
## TARGET_AMT ~ KIDSDRIV + HOMEKIDS + INCOME + PARENT1 + HOME_VAL + 
##     MSTATUS + SEX + EDUCATION + JOB + TRAVTIME + CAR_USE + BLUEBOOK + 
##     TIF + CAR_TYPE + CLM_FREQ + REVOKED + MVR_PTS + CAR_AGE + 
##     URBANICITY
## 
##              Df Sum of Sq   RSS    AIC
## - CAR_AGE     1      1.08 11819 4089.8
## - HOMEKIDS    1      2.81 11821 4090.7
## <none>                    11818 4091.3
## - SEX         1      3.88 11822 4091.3
## - EDUCATION   3     20.35 11838 4095.8
## - BLUEBOOK    1     18.34 11836 4098.8
## - PARENT1     1     23.74 11842 4101.5
## - HOME_VAL    1     29.42 11847 4104.5
## - MSTATUS     1     31.29 11849 4105.4
## - INCOME      1     46.08 11864 4113.1
## - KIDSDRIV    1     64.38 11882 4122.5
## - CLM_FREQ    1     67.87 11886 4124.3
## - TRAVTIME    1     79.95 11898 4130.5
## - TIF         1    100.97 11919 4141.3
## - JOB         7    126.94 11945 4142.6
## - CAR_USE     1    103.88 11922 4142.8
## - CAR_TYPE    5    137.27 11955 4151.9
## - REVOKED     1    136.37 11954 4159.5
## - MVR_PTS     1    136.49 11954 4159.5
## - URBANICITY  1    861.96 12680 4520.1
## 
## Step:  AIC=4089.82
## TARGET_AMT ~ KIDSDRIV + HOMEKIDS + INCOME + PARENT1 + HOME_VAL + 
##     MSTATUS + SEX + EDUCATION + JOB + TRAVTIME + CAR_USE + BLUEBOOK + 
##     TIF + CAR_TYPE + CLM_FREQ + REVOKED + MVR_PTS + URBANICITY
## 
##              Df Sum of Sq   RSS    AIC
## - HOMEKIDS    1      2.89 11822 4089.3
## <none>                    11819 4089.8
## - SEX         1      3.99 11823 4089.9
## - BLUEBOOK    1     18.25 11837 4097.3
## - EDUCATION   3     26.56 11846 4097.6
## - PARENT1     1     23.74 11843 4100.1
## - HOME_VAL    1     29.33 11848 4103.0
## - MSTATUS     1     31.32 11850 4104.0
## - INCOME      1     46.60 11866 4111.9
## - KIDSDRIV    1     64.20 11883 4121.0
## - CLM_FREQ    1     67.78 11887 4122.8
## - TRAVTIME    1     79.97 11899 4129.1
## - TIF         1    101.12 11920 4140.0
## - JOB         7    127.18 11946 4141.3
## - CAR_USE     1    103.81 11923 4141.3
## - CAR_TYPE    5    137.62 11957 4150.7
## - REVOKED     1    136.12 11955 4157.9
## - MVR_PTS     1    136.62 11956 4158.2
## - URBANICITY  1    861.63 12681 4518.5
## 
## Step:  AIC=4089.32
## TARGET_AMT ~ KIDSDRIV + INCOME + PARENT1 + HOME_VAL + MSTATUS + 
##     SEX + EDUCATION + JOB + TRAVTIME + CAR_USE + BLUEBOOK + TIF + 
##     CAR_TYPE + CLM_FREQ + REVOKED + MVR_PTS + URBANICITY
## 
##              Df Sum of Sq   RSS    AIC
## - SEX         1      3.63 11826 4089.2
## <none>                    11822 4089.3
## - BLUEBOOK    1     18.73 11841 4097.0
## - EDUCATION   3     26.95 11849 4097.3
## - MSTATUS     1     28.52 11850 4102.1
## - HOME_VAL    1     29.89 11852 4102.8
## - PARENT1     1     41.65 11864 4108.8
## - INCOME      1     46.34 11868 4111.3
## - CLM_FREQ    1     68.05 11890 4122.4
## - TRAVTIME    1     79.47 11901 4128.3
## - KIDSDRIV    1     91.74 11914 4134.6
## - TIF         1    100.69 11922 4139.2
## - CAR_USE     1    103.24 11925 4140.5
## - JOB         7    129.08 11951 4141.8
## - CAR_TYPE    5    137.96 11960 4150.3
## - REVOKED     1    137.27 11959 4158.0
## - MVR_PTS     1    137.31 11959 4158.0
## - URBANICITY  1    861.27 12683 4517.7
## 
## Step:  AIC=4089.2
## TARGET_AMT ~ KIDSDRIV + INCOME + PARENT1 + HOME_VAL + MSTATUS + 
##     EDUCATION + JOB + TRAVTIME + CAR_USE + BLUEBOOK + TIF + CAR_TYPE + 
##     CLM_FREQ + REVOKED + MVR_PTS + URBANICITY
## 
##              Df Sum of Sq   RSS    AIC
## <none>                    11826 4089.2
## - EDUCATION   3     26.31 11852 4096.8
## - MSTATUS     1     28.80 11854 4102.1
## - HOME_VAL    1     29.62 11855 4102.5
## - BLUEBOOK    1     30.54 11856 4103.0
## - PARENT1     1     40.52 11866 4108.1
## - INCOME      1     47.28 11873 4111.6
## - CLM_FREQ    1     68.82 11894 4122.7
## - TRAVTIME    1     79.92 11905 4128.4
## - KIDSDRIV    1     90.98 11916 4134.1
## - TIF         1    100.98 11926 4139.2
## - CAR_USE     1    102.72 11928 4140.1
## - JOB         7    128.14 11954 4141.2
## - CAR_TYPE    5    145.33 11971 4154.0
## - MVR_PTS     1    136.59 11962 4157.5
## - REVOKED     1    137.77 11963 4158.1
## - URBANICITY  1    860.84 12686 4517.2

## 
## Call:
## lm(formula = TARGET_AMT ~ KIDSDRIV + INCOME + PARENT1 + HOME_VAL + 
##     MSTATUS + EDUCATION + JOB + TRAVTIME + CAR_USE + BLUEBOOK + 
##     TIF + CAR_TYPE + CLM_FREQ + REVOKED + MVR_PTS + URBANICITY, 
##     data = New_ftrain)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -3.3024 -1.0079 -0.3810  0.8533  4.6260 
## 
## Coefficients:
##                                 Estimate Std. Error t value
## (Intercept)                    0.5991569  0.1584490   3.781
## KIDSDRIV                       0.2460606  0.0359442   6.846
## INCOME                        -0.0014141  0.0002866  -4.935
## PARENT1Yes                     0.2856719  0.0625297   4.569
## HOME_VAL                      -0.0399528  0.0102282  -3.906
## MSTATUSYes                    -0.1970056  0.0511464  -3.852
## EDUCATIONHigh School           0.1841397  0.0512034   3.596
## EDUCATIONMasters               0.0498539  0.0773869   0.644
## EDUCATIONPhD                   0.1278327  0.1077617   1.186
## JOBClerical                   -0.0151053  0.0677251  -0.223
## JOBDoctor                     -0.5051558  0.1399622  -3.609
## JOBHome Maker                 -0.1396663  0.0960265  -1.454
## JOBLawyer                     -0.1948732  0.1024633  -1.902
## JOBManager                    -0.5597530  0.0810072  -6.910
## JOBProfessional               -0.1640197  0.0734710  -2.232
## JOBStudent                    -0.1811964  0.0909064  -1.993
## TRAVTIME                       0.0791199  0.0123318   6.416
## CAR_USEPrivate                -0.3913589  0.0538034  -7.274
## BLUEBOOK                      -0.0026450  0.0006669  -3.966
## TIF                           -0.1407819  0.0195204  -7.212
## CAR_TYPEPanel Truck            0.3060286  0.0892608   3.428
## CAR_TYPEPickup                 0.2650204  0.0600959   4.410
## CAR_TYPESports Car             0.4734269  0.0662654   7.144
## CAR_TYPESUV                    0.3312067  0.0497231   6.661
## CAR_TYPEVan                    0.3605067  0.0721775   4.995
## CLM_FREQ                       0.1024409  0.0172054   5.954
## REVOKEDYes                     0.4684507  0.0556105   8.424
## MVR_PTS                        0.0759751  0.0090578   8.388
## URBANICITYHighly Urban/ Urban  1.0343501  0.0491214  21.057
##                                           Pr(>|t|)    
## (Intercept)                               0.000157 ***
## KIDSDRIV                         0.000000000008360 ***
## INCOME                           0.000000822859221 ***
## PARENT1Yes                       0.000005007204734 ***
## HOME_VAL                         0.000094795166275 ***
## MSTATUSYes                                0.000118 ***
## EDUCATIONHigh School                      0.000325 ***
## EDUCATIONMasters                          0.519460    
## EDUCATIONPhD                              0.235568    
## JOBClerical                               0.823513    
## JOBDoctor                                 0.000310 ***
## JOBHome Maker                             0.145872    
## JOBLawyer                                 0.057234 .  
## JOBManager                       0.000000000005343 ***
## JOBProfessional                           0.025622 *  
## JOBStudent                                0.046282 *  
## TRAVTIME                         0.000000000150481 ***
## CAR_USEPrivate                   0.000000000000393 ***
## BLUEBOOK                         0.000073821474261 ***
## TIF                              0.000000000000618 ***
## CAR_TYPEPanel Truck                       0.000611 ***
## CAR_TYPEPickup                   0.000010516857228 ***
## CAR_TYPESports Car               0.000000000001009 ***
## CAR_TYPESUV                      0.000000000029575 ***
## CAR_TYPEVan                      0.000000605624453 ***
## CLM_FREQ                         0.000000002762650 ***
## REVOKEDYes                    < 0.0000000000000002 ***
## MVR_PTS                       < 0.0000000000000002 ***
## URBANICITYHighly Urban/ Urban < 0.0000000000000002 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 1.393 on 6091 degrees of freedom
## Multiple R-squared:  0.231,  Adjusted R-squared:  0.2274 
## F-statistic: 65.33 on 28 and 6091 DF,  p-value: < 0.00000000000000022

Regression model diagnostics

Linear Regression Model 3

In the third model we will be using the most significant variables from the second model with the lowest AIC

## 
## Call:
## lm(formula = TARGET_AMT ~ KIDSDRIV + INCOME + PARENT1 + TRAVTIME + 
##     MSTATUS + CAR_USE + BLUEBOOK + TIF + CAR_TYPE + OLDCLAIM + 
##     REVOKED + MVR_PTS + URBANICITY, data = New_ftrain)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -3.3972 -1.0102 -0.4189  0.8998  4.5995 
## 
## Coefficients:
##                                 Estimate Std. Error t value
## (Intercept)                    0.8087816  0.1369537   5.906
## KIDSDRIV                       0.2569758  0.0362447   7.090
## INCOME                        -0.0022399  0.0001945 -11.516
## PARENT1Yes                     0.3034672  0.0629677   4.819
## TRAVTIME                       0.0844811  0.0124228   6.800
## MSTATUSYes                    -0.2950673  0.0425688  -6.932
## CAR_USEPrivate                -0.5112504  0.0447239 -11.431
## BLUEBOOK                      -0.0031342  0.0006695  -4.682
## TIF                           -0.1394817  0.0196987  -7.081
## CAR_TYPEPanel Truck            0.2077649  0.0861970   2.410
## CAR_TYPEPickup                 0.2246503  0.0595584   3.772
## CAR_TYPESports Car             0.4610033  0.0665027   6.932
## CAR_TYPESUV                    0.3298141  0.0499060   6.609
## CAR_TYPEVan                    0.3233500  0.0718704   4.499
## OLDCLAIM                       0.0639632  0.0113032   5.659
## REVOKEDYes                     0.4658224  0.0563062   8.273
## MVR_PTS                        0.0773307  0.0094191   8.210
## URBANICITYHighly Urban/ Urban  0.9261343  0.0483830  19.142
##                                           Pr(>|t|)    
## (Intercept)                   0.000000003704899657 ***
## KIDSDRIV                      0.000000000001492262 ***
## INCOME                        < 0.0000000000000002 ***
## PARENT1Yes                    0.000001474683103844 ***
## TRAVTIME                      0.000000000011420044 ***
## MSTATUSYes                    0.000000000004591321 ***
## CAR_USEPrivate                < 0.0000000000000002 ***
## BLUEBOOK                      0.000002906647267967 ***
## TIF                           0.000000000001594885 ***
## CAR_TYPEPanel Truck                       0.015967 *  
## CAR_TYPEPickup                            0.000164 ***
## CAR_TYPESports Car            0.000000000004573201 ***
## CAR_TYPESUV                   0.000000000042053781 ***
## CAR_TYPEVan                   0.000006951808179275 ***
## OLDCLAIM                      0.000000015930327968 ***
## REVOKEDYes                    < 0.0000000000000002 ***
## MVR_PTS                       0.000000000000000268 ***
## URBANICITYHighly Urban/ Urban < 0.0000000000000002 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 1.407 on 6102 degrees of freedom
## Multiple R-squared:  0.2139, Adjusted R-squared:  0.2118 
## F-statistic: 97.69 on 17 and 6102 DF,  p-value: < 0.00000000000000022

Linear Regression Model 4

For the last linear model BoxCox method will be applied.

## 
## Call:
## lm(formula = TARGET_AMT ~ ., data = mb_bc_transformed)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -3.2785 -1.0012 -0.3758  0.8631  4.6295 
## 
## Coefficients:
##                                 Estimate Std. Error t value
## (Intercept)                    0.6191317  0.2009690   3.081
## KIDSDRIV                       0.2300836  0.0400866   5.740
## AGE                           -0.0015665  0.0024903  -0.629
## HOMEKIDS                       0.0202453  0.0231915   0.873
## YOJ                           -0.0006923  0.0055135  -0.126
## INCOME                        -0.0013914  0.0002963  -4.696
## PARENT1Yes                     0.2445133  0.0714817   3.421
## HOME_VAL                      -0.0399296  0.0102402  -3.899
## MSTATUSYes                    -0.2101374  0.0531434  -3.954
## SEXM                           0.1012427  0.0648678   1.561
## EDUCATIONHigh School           0.1676128  0.0555821   3.016
## EDUCATIONMasters               0.0638118  0.0788625   0.809
## EDUCATIONPhD                   0.1468034  0.1089689   1.347
## JOBClerical                   -0.0179021  0.0679934  -0.263
## JOBDoctor                     -0.4977288  0.1401277  -3.552
## JOBHome Maker                 -0.1194415  0.0990359  -1.206
## JOBLawyer                     -0.1878275  0.1026073  -1.831
## JOBManager                    -0.5537371  0.0812079  -6.819
## JOBProfessional               -0.1588021  0.0735994  -2.158
## JOBStudent                    -0.1849612  0.0925661  -1.998
## TRAVTIME                       0.0403732  0.0063563   6.352
## CAR_USEPrivate                -0.3927745  0.0538602  -7.292
## BLUEBOOK                      -0.0021812  0.0007333  -2.974
## TIF                           -0.1988212  0.0276254  -7.197
## CAR_TYPEPanel Truck            0.2601270  0.0941665   2.762
## CAR_TYPEPickup                 0.2680062  0.0601593   4.455
## CAR_TYPESports Car             0.5326696  0.0780466   6.825
## CAR_TYPESUV                    0.3861298  0.0631578   6.114
## CAR_TYPEVan                    0.3320844  0.0744173   4.462
## RED_CARyes                    -0.0300039  0.0530708  -0.565
## OLDCLAIM                       0.0132819  0.0197521   0.672
## CLM_FREQ                       0.0855662  0.0302991   2.824
## REVOKEDYes                     0.4608258  0.0562407   8.194
## MVR_PTS                        0.0743168  0.0093599   7.940
## CAR_AGE                       -0.0166467  0.0220533  -0.755
## URBANICITYHighly Urban/ Urban  1.0316437  0.0495508  20.820
##                                           Pr(>|t|)    
## (Intercept)                               0.002074 ** 
## KIDSDRIV                      0.000000009944267614 ***
## AGE                                       0.529347    
## HOMEKIDS                                  0.382718    
## YOJ                                       0.900084    
## INCOME                        0.000002713176686625 ***
## PARENT1Yes                                0.000629 ***
## HOME_VAL                      0.000097502679052227 ***
## MSTATUSYes                    0.000077676129466417 ***
## SEXM                                      0.118634    
## EDUCATIONHigh School                      0.002575 ** 
## EDUCATIONMasters                          0.418459    
## EDUCATIONPhD                              0.177965    
## JOBClerical                               0.792334    
## JOBDoctor                                 0.000385 ***
## JOBHome Maker                             0.227848    
## JOBLawyer                                 0.067217 .  
## JOBManager                    0.000000000010069751 ***
## JOBProfessional                           0.030994 *  
## JOBStudent                                0.045744 *  
## TRAVTIME                      0.000000000228302623 ***
## CAR_USEPrivate                0.000000000000343033 ***
## BLUEBOOK                                  0.002947 ** 
## TIF                           0.000000000000689503 ***
## CAR_TYPEPanel Truck                       0.005755 ** 
## CAR_TYPEPickup                0.000008541921639997 ***
## CAR_TYPESports Car            0.000000000009643145 ***
## CAR_TYPESUV                   0.000000001033684446 ***
## CAR_TYPEVan                   0.000008248356441459 ***
## RED_CARyes                                0.571852    
## OLDCLAIM                                  0.501336    
## CLM_FREQ                                  0.004758 ** 
## REVOKEDYes                    0.000000000000000306 ***
## MVR_PTS                       0.000000000000002392 ***
## CAR_AGE                                   0.450375    
## URBANICITYHighly Urban/ Urban < 0.0000000000000002 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 1.394 on 6084 degrees of freedom
## Multiple R-squared:  0.2314, Adjusted R-squared:  0.227 
## F-statistic: 52.35 on 35 and 6084 DF,  p-value: < 0.00000000000000022

Compare Model Performance

broom::glance(model1)

## # A tibble: 1 × 12
##   r.squared adj.r.squared sigma statistic p.value    df  logLik    AIC    BIC
##       <dbl>         <dbl> <dbl>     <dbl>   <dbl> <dbl>   <dbl>  <dbl>  <dbl>
## 1     0.232         0.227  1.39      52.4       0    35 -10697. 21468. 21716.
## # ℹ 3 more variables: deviance <dbl>, df.residual <int>, nobs <int>

broom::glance(model2)

## # A tibble: 1 × 12
##   r.squared adj.r.squared sigma statistic   p.value    df  logLik    AIC    BIC
##       <dbl>         <dbl> <dbl>     <dbl>     <dbl> <dbl>   <dbl>  <dbl>  <dbl>
## 1     0.231         0.227  1.39      65.3 8.14e-321    28 -10700. 21459. 21661.
## # ℹ 3 more variables: deviance <dbl>, df.residual <int>, nobs <int>

broom::glance(model3)

## # A tibble: 1 × 12
##   r.squared adj.r.squared sigma statistic   p.value    df  logLik    AIC    BIC
##       <dbl>         <dbl> <dbl>     <dbl>     <dbl> <dbl>   <dbl>  <dbl>  <dbl>
## 1     0.214         0.212  1.41      97.7 1.01e-302    17 -10766. 21571. 21699.
## # ℹ 3 more variables: deviance <dbl>, df.residual <int>, nobs <int>

broom::glance(model4)

## # A tibble: 1 × 12
##   r.squared adj.r.squared sigma statistic p.value    df  logLik    AIC    BIC
##       <dbl>         <dbl> <dbl>     <dbl>   <dbl> <dbl>   <dbl>  <dbl>  <dbl>
## 1     0.231         0.227  1.39      52.3       0    35 -10698. 21469. 21718.
## # ℹ 3 more variables: deviance <dbl>, df.residual <int>, nobs <int>

## # Comparison of Model Performance Indices
## 
## Name   | Model |   AIC (weights) |  AICc (weights) |   BIC (weights) |    R2 | R2 (adj.) |  RMSE | Sigma
## --------------------------------------------------------------------------------------------------------
## model1 |    lm | 21467.9 (0.012) | 21468.3 (0.011) | 21716.5 (<.001) | 0.232 |     0.227 | 1.389 | 1.394
## model2 |    lm | 21459.0 (0.982) | 21459.3 (0.983) | 21660.6 (>.999) | 0.231 |     0.227 | 1.390 | 1.393
## model3 |    lm | 21570.9 (<.001) | 21571.0 (<.001) | 21698.6 (<.001) | 0.214 |     0.212 | 1.405 | 1.407
## model4 |    lm | 21469.1 (0.006) | 21469.5 (0.006) | 21717.7 (<.001) | 0.231 |     0.227 | 1.390 | 1.394

Adj. R2 results are slightly higher for model2 compare to model1 and model3. However,comparing all other components such as AIC, RSE number, F-statistic we decided to move forward with Model2.

4. PREDICTION

As described in the model performance sections for our prediction we will use GLM2 and Model2.

TARGET_FLAG	TARGET_AMT	KIDSDRIV	INCOME	PARENT1	HOME_VAL	YOJ	HOMEKIDS	MSTATUS	EDUCATION	JOB	TRAVTIME	CAR_USE	BLUEBOOK	AGE	CLM_FREQ	SEX	TIF	CAR_TYPE	OLDCLAIM	REVOKED	MVR_PTS	URBANICITY
0	0	0	52881	No	0	11	0	No	Bachelors	Manager	26	Private	21970	48	0	M	1	Van	0	No	2	Highly Urban/ Urban
0	0	1	50815	Yes	0	11	1	No	High School	Manager	21	Private	18930	40	1	M	6	Minivan	3295	No	2	Highly Urban/ Urban
0	0	0	43486	Yes	0	12	2	No	High School	Blue Collar	30	Commercial	5900	44	0	F	10	SUV	0	No	0	Highly Rural/ Rural
0	0	0	21204	Yes	0	11	2	No	High School	Clerical	74	Private	9230	35	0	M	6	Pickup	0	Yes	0	Highly Rural/ Rural
0	0	0	87460	No	0	12	0	No	High School	Manager	45	Private	15420	59	2	M	1	Minivan	44857	No	4	Highly Urban/ Urban
0	0	0	51778	No	207519	14	0	Yes	Bachelors	Professional	7	Commercial	25660	46	1	M	1	Panel Truck	2119	No	2	Highly Urban/ Urban
0	0	0	37940	No	182739	12	0	Yes	High School	Blue Collar	16	Commercial	11290	60	0	F	1	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	33212	No	158432	12	0	Yes	High School	Blue Collar	27	Commercial	24000	54	0	M	4	Panel Truck	0	No	5	Highly Urban/ Urban
0	0	2	130540	Yes	344195	12	2	No	Bachelors	Blue Collar	5	Commercial	27200	36	0	F	4	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	167469	No	0	8	0	No	PhD	Doctor	22	Private	34150	50	0	F	4	Sports Car	0	No	3	Highly Urban/ Urban
0	0	0	52988	No	176275	11	0	Yes	High School	Blue Collar	24	Commercial	23450	42	0	M	1	Minivan	0	No	2	Highly Rural/ Rural
0	0	0	17755	Yes	148815	7	2	No	High School	Clerical	29	Private	14480	41	0	F	1	Minivan	0	Yes	2	Highly Urban/ Urban
0	0	1	51778	Yes	0	13	2	No	High School	Blue Collar	62	Commercial	9360	37	0	F	4	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	56048	No	137836	12	3	Yes	Masters	Lawyer	15	Private	10700	36	2	M	6	Minivan	2045	No	2	Highly Urban/ Urban
0	0	0	22510	No	123888	12	3	Yes	High School	Clerical	26	Private	14690	34	0	M	4	Minivan	0	Yes	0	Highly Rural/ Rural
0	0	0	51778	Yes	0	12	2	No	High School	Blue Collar	43	Private	9730	35	0	F	5	SUV	0	No	4	Highly Urban/ Urban
0	0	2	45576	No	156623	14	2	Yes	High School	Blue Collar	27	Private	1500	44	1	F	4	Sports Car	25276	No	8	Highly Urban/ Urban
0	0	0	61509	No	195438	9	0	Yes	Masters	Lawyer	40	Commercial	23230	48	0	M	6	Panel Truck	0	No	1	Highly Urban/ Urban
0	0	0	40656	No	208242	15	0	Yes	High School	Clerical	57	Private	9170	62	2	F	4	Sports Car	42342	Yes	2	Highly Urban/ Urban
0	0	0	33727	No	0	11	0	No	Bachelors	Clerical	27	Private	10850	39	1	F	1	SUV	8350	No	2	Highly Urban/ Urban
0	0	0	0	No	0	0	0	Yes	High School	Student	41	Commercial	17470	38	2	M	10	Van	3157	No	5	Highly Rural/ Rural
0	0	0	0	No	69369	0	2	Yes	High School	Home Maker	36	Private	8750	39	0	F	4	Sports Car	0	No	0	Highly Urban/ Urban
0	0	2	142588	No	365256	13	2	Yes	Masters	Manager	28	Private	21790	44	0	M	6	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	32394	No	0	12	0	No	High School	Clerical	33	Private	13770	45	0	F	4	SUV	0	No	0	Highly Urban/ Urban
0	0	0	0	No	70170	0	1	Yes	Bachelors	Home Maker	26	Private	8350	43	0	F	1	SUV	0	No	3	Highly Urban/ Urban
0	0	0	31738	No	197010	15	0	Yes	High School	Blue Collar	23	Commercial	14620	64	2	M	6	SUV	3994	No	0	Highly Urban/ Urban
0	0	0	125893	No	0	9	0	No	PhD	Doctor	21	Commercial	7500	60	2	M	9	Pickup	7278	No	4	Highly Urban/ Urban
0	0	2	154577	Yes	397868	6	4	No	Bachelors	Blue Collar	27	Private	20450	35	1	F	6	SUV	4645	No	3	Highly Urban/ Urban
0	0	0	79348	No	270032	11	0	Yes	High School	Manager	23	Private	13150	52	0	F	11	SUV	0	No	2	Highly Urban/ Urban
0	0	0	192089	No	471701	14	2	Yes	PhD	Doctor	31	Commercial	21100	56	0	M	1	Van	0	No	0	Highly Urban/ Urban
0	0	0	108152	No	329756	15	0	Yes	Masters	Manager	18	Private	12320	55	0	F	1	SUV	0	Yes	0	Highly Urban/ Urban
0	0	0	53244	No	0	8	0	No	Bachelors	Professional	28	Commercial	20920	26	1	M	3	Van	6224	No	1	Highly Urban/ Urban
0	0	0	88560	No	244028	8	0	Yes	Masters	Lawyer	14	Private	13630	52	0	M	1	Minivan	0	No	4	Highly Urban/ Urban
0	0	0	110386	No	335488	12	0	Yes	Masters	Lawyer	21	Commercial	16640	41	0	M	1	Van	0	No	2	Highly Urban/ Urban
0	0	0	53765	No	0	12	0	No	Bachelors	Professional	5	Private	12360	49	0	F	4	SUV	0	No	0	Highly Urban/ Urban
0	0	0	26226	No	165178	11	2	Yes	High School	Clerical	68	Private	23610	30	0	F	4	SUV	0	No	1	Highly Rural/ Rural
0	0	1	29431	No	143149	12	3	Yes	High School	Clerical	12	Private	22560	34	0	F	1	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	44790	No	205463	14	0	Yes	Masters	Lawyer	5	Commercial	19800	44	1	F	4	Pickup	37163	No	4	Highly Urban/ Urban
0	0	0	38326	No	133010	11	0	Yes	Masters	Lawyer	5	Private	10230	49	0	M	4	Pickup	0	No	0	Highly Urban/ Urban
0	0	1	35260	No	141167	12	2	Yes	High School	Blue Collar	30	Private	9740	40	1	F	7	SUV	2235	No	8	Highly Urban/ Urban
0	0	0	33283	No	104323	9	3	Yes	Bachelors	Blue Collar	37	Commercial	7690	26	0	M	10	Pickup	0	No	2	Highly Urban/ Urban
0	0	0	26697	No	134863	7	0	Yes	High School	Clerical	43	Private	15080	46	0	F	6	SUV	0	Yes	4	Highly Urban/ Urban
0	0	0	73308	No	240645	7	0	No	Masters	Lawyer	38	Private	18720	50	0	M	7	Van	0	No	2	Highly Rural/ Rural
0	0	0	22181	No	185459	12	0	No	High School	Clerical	24	Private	17880	62	3	F	7	Sports Car	9873	No	5	Highly Urban/ Urban
0	0	0	52759	No	164906	13	1	Yes	Bachelors	Professional	41	Private	24160	53	0	F	9	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	146267	No	357184	4	0	Yes	Masters	Lawyer	51	Commercial	6720	44	0	M	4	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	84629	No	308848	10	1	Yes	Bachelors	Manager	35	Private	15060	48	1	F	7	SUV	9592	No	0	Highly Urban/ Urban
0	0	1	111268	No	288071	17	2	Yes	Masters	Lawyer	46	Private	24600	45	2	F	1	Van	28026	Yes	2	Highly Urban/ Urban
0	0	0	97700	No	0	10	0	No	Bachelors	Home Maker	43	Private	26250	41	0	F	8	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	30955	Yes	111256	13	3	No	High School	Clerical	9	Private	7800	32	0	F	4	SUV	0	Yes	0	Highly Urban/ Urban
0	0	0	89612	No	261946	15	1	Yes	Masters	Professional	23	Commercial	6400	49	0	M	10	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	80718	No	0	12	0	No	Bachelors	Professional	29	Private	26480	41	3	F	11	Sports Car	8623	No	5	Highly Urban/ Urban
0	0	1	46140	No	169084	15	2	Yes	High School	Blue Collar	29	Commercial	10510	44	3	M	1	Pickup	4276	No	7	Highly Urban/ Urban
0	0	0	80105	No	0	12	0	No	Masters	Manager	29	Private	14210	47	0	M	6	Minivan	0	No	1	Highly Urban/ Urban
0	0	2	51778	No	0	8	2	Yes	High School	Student	43	Commercial	5850	41	1	M	1	Pickup	9419	No	5	Highly Rural/ Rural
0	0	0	78675	Yes	265450	10	2	No	Bachelors	Blue Collar	33	Commercial	13470	41	0	M	11	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	219024	No	0	10	0	No	PhD	Doctor	27	Commercial	23370	50	2	M	4	Panel Truck	4117	No	4	Highly Urban/ Urban
0	0	0	55573	No	0	10	0	No	Masters	Lawyer	18	Private	12160	51	1	F	1	SUV	9768	No	6	Highly Urban/ Urban
0	0	0	61862	No	245885	8	0	Yes	PhD	Doctor	33	Private	11270	53	0	M	1	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	21944	No	128776	14	3	Yes	High School	Blue Collar	34	Private	7270	32	0	F	1	SUV	0	Yes	1	Highly Urban/ Urban
0	0	0	42008	No	176219	14	0	Yes	Masters	Lawyer	23	Private	10000	48	0	F	4	SUV	0	No	0	Highly Rural/ Rural
0	0	0	90149	No	261569	8	0	Yes	Masters	Manager	17	Private	15910	54	0	F	4	SUV	0	No	1	Highly Urban/ Urban
0	0	0	75249	No	0	15	0	No	Masters	Lawyer	5	Commercial	17020	55	2	M	1	Van	1316	No	1	Highly Urban/ Urban
0	0	0	117016	No	0	11	0	No	Masters	Manager	23	Private	20320	51	2	F	4	Minivan	1197	No	6	Highly Urban/ Urban
0	0	0	76462	No	229334	7	0	Yes	Bachelors	Professional	29	Private	13850	47	0	M	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	0	No	70461	11	1	Yes	Masters	Home Maker	19	Private	2640	44	2	F	4	Sports Car	2219	No	1	Highly Urban/ Urban
0	0	0	20891	No	134406	13	0	Yes	High School	Blue Collar	39	Commercial	5100	36	2	F	1	SUV	2949	No	9	Highly Urban/ Urban
0	0	0	17493	Yes	102902	10	2	No	High School	Clerical	52	Private	19340	35	3	F	9	Minivan	5658	No	7	Highly Urban/ Urban
0	0	0	39848	No	136304	11	0	No	Masters	Lawyer	45	Private	18060	43	0	F	8	SUV	0	No	0	Highly Urban/ Urban
0	0	0	117978	Yes	0	12	1	No	Bachelors	Blue Collar	17	Commercial	28700	42	0	F	1	SUV	0	No	0	Highly Rural/ Rural
0	0	0	62483	No	158840	12	0	Yes	Bachelors	Manager	18	Private	20940	56	0	F	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	73367	No	0	14	0	No	Bachelors	Professional	36	Private	12740	39	1	M	6	Minivan	3320	No	4	Highly Urban/ Urban
0	0	0	4478	Yes	0	15	4	No	High School	Student	7	Private	6780	32	3	F	4	SUV	7181	No	5	Highly Urban/ Urban
0	0	0	5952	No	0	9	1	Yes	Bachelors	Student	22	Commercial	6500	44	0	M	4	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	75046	No	244819	11	1	Yes	High School	Blue Collar	56	Commercial	9000	44	3	M	4	Pickup	3288	No	6	Highly Urban/ Urban
0	0	0	75432	No	0	10	0	No	Bachelors	Manager	51	Private	16260	38	3	F	1	SUV	8035	No	0	Highly Urban/ Urban
0	0	0	64872	No	187354	13	3	Yes	High School	Clerical	44	Private	11490	35	0	F	1	SUV	0	No	3	Highly Urban/ Urban
0	0	0	66964	No	0	14	0	No	Masters	Lawyer	47	Private	13700	55	3	M	6	Minivan	6183	No	3	Highly Urban/ Urban
0	0	0	34210	No	186734	11	2	Yes	High School	Clerical	34	Private	12880	42	1	M	6	Minivan	1830	No	0	Highly Urban/ Urban
0	0	1	24124	No	157794	11	2	Yes	High School	Blue Collar	40	Private	8140	43	0	F	7	SUV	0	No	0	Highly Rural/ Rural
0	0	0	39852	No	125283	12	0	Yes	High School	Blue Collar	37	Commercial	7410	44	2	F	1	SUV	3704	No	0	Highly Urban/ Urban
0	0	0	65702	No	0	13	0	No	Masters	Lawyer	27	Private	15820	51	2	F	1	SUV	7181	No	3	Highly Urban/ Urban
0	0	0	68833	No	183087	12	1	Yes	Bachelors	Clerical	35	Commercial	21940	34	2	F	4	Pickup	1494	No	3	Highly Urban/ Urban
0	0	1	54159	No	180764	6	2	Yes	High School	Blue Collar	65	Private	16920	40	0	M	10	Van	0	No	1	Highly Rural/ Rural
0	0	0	6217	No	0	17	3	Yes	High School	Student	27	Commercial	22260	37	0	F	10	Pickup	0	Yes	0	Highly Urban/ Urban
0	0	0	39707	No	192089	14	0	Yes	High School	Blue Collar	29	Commercial	16870	58	1	M	1	Van	3546	No	6	Highly Urban/ Urban
0	0	0	24358	No	128210	10	0	Yes	High School	Blue Collar	11	Private	17790	50	0	M	3	Van	0	Yes	0	Highly Urban/ Urban
0	0	0	106409	No	0	7	0	No	Masters	Lawyer	42	Commercial	24410	46	1	F	6	Pickup	6948	No	0	Highly Urban/ Urban
0	0	0	59797	No	178230	14	0	Yes	PhD	Doctor	35	Private	18070	53	0	F	4	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	52064	No	158840	10	2	Yes	High School	Blue Collar	16	Commercial	11770	63	2	F	1	Sports Car	834	No	8	Highly Urban/ Urban
0	0	0	77012	No	316239	7	0	Yes	PhD	Doctor	22	Private	21440	53	2	M	1	Van	8744	No	0	Highly Urban/ Urban
0	0	0	17085	No	0	11	0	Yes	High School	Student	58	Private	15840	36	2	F	7	Sports Car	4070	No	2	Highly Rural/ Rural
0	0	0	238856	No	158840	13	0	Yes	Masters	Lawyer	19	Commercial	29690	43	0	M	11	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	69625	No	271183	12	0	Yes	Bachelors	Manager	51	Private	22340	54	1	F	1	SUV	3155	No	2	Highly Urban/ Urban
0	0	0	42535	No	189139	16	3	Yes	High School	Clerical	22	Commercial	19330	39	0	M	4	Van	0	No	1	Highly Rural/ Rural
0	0	1	81674	No	233744	14	2	Yes	Bachelors	Manager	39	Commercial	34680	43	0	M	1	Panel Truck	0	No	1	Highly Urban/ Urban
0	0	0	34658	No	159187	13	0	Yes	Bachelors	Professional	31	Private	15660	51	0	M	1	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	0	No	0	0	0	No	High School	Home Maker	5	Private	25540	42	0	F	1	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	86227	No	237057	6	0	No	Masters	Lawyer	28	Commercial	19530	41	3	M	9	Van	2948	No	2	Highly Urban/ Urban
0	0	0	77126	No	242001	12	1	Yes	High School	Manager	5	Commercial	11510	35	3	M	10	Pickup	3079	No	0	Highly Urban/ Urban
0	0	0	0	No	0	0	2	Yes	High School	Student	32	Private	4810	35	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	1	30043	Yes	158840	5	3	No	High School	Clerical	22	Private	16860	41	0	M	4	Van	0	No	0	Highly Urban/ Urban
0	0	0	54932	No	225678	14	0	Yes	High School	Clerical	37	Commercial	11290	43	3	M	4	Pickup	5076	No	5	Highly Urban/ Urban
0	0	0	94591	No	309644	8	0	No	High School	Blue Collar	21	Commercial	17470	42	3	M	6	Van	16121	Yes	3	Highly Urban/ Urban
0	0	1	51778	No	315504	17	2	Yes	Bachelors	Professional	32	Private	28740	56	0	F	1	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	79715	Yes	0	13	1	No	Bachelors	Clerical	6	Private	23140	40	0	F	10	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	40760	No	186223	12	0	No	Bachelors	Professional	24	Private	11880	51	0	M	1	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	28409	No	0	10	0	No	High School	Clerical	27	Commercial	8140	38	0	M	10	Pickup	0	No	1	Highly Rural/ Rural
0	0	0	69794	Yes	0	9	3	No	Bachelors	Professional	24	Private	14660	27	1	F	4	SUV	2848	No	3	Highly Urban/ Urban
0	0	1	85408	No	274402	15	2	Yes	High School	Blue Collar	32	Commercial	20170	42	2	F	10	Minivan	697	No	0	Highly Urban/ Urban
0	0	0	3865	No	0	11	0	No	High School	Home Maker	27	Private	16600	55	2	F	1	SUV	6089	Yes	0	Highly Urban/ Urban
0	0	0	58112	No	0	7	0	No	Bachelors	Clerical	34	Private	1500	43	0	M	4	Minivan	0	No	2	Highly Rural/ Rural
0	0	0	65298	No	213225	12	0	Yes	High School	Clerical	5	Private	8030	54	3	F	17	SUV	4528	No	5	Highly Urban/ Urban
0	0	1	54349	No	212419	9	2	Yes	High School	Manager	28	Private	10630	37	1	F	13	SUV	1381	No	4	Highly Urban/ Urban
0	0	0	51778	No	0	12	0	No	High School	Blue Collar	32	Commercial	10770	44	0	F	1	SUV	0	No	2	Highly Urban/ Urban
0	0	0	20324	No	147038	7	2	Yes	High School	Clerical	20	Private	10280	44	0	F	1	Sports Car	0	No	0	Highly Rural/ Rural
0	0	2	159092	No	382687	11	3	Yes	Bachelors	Blue Collar	29	Private	15050	37	3	M	6	Minivan	1927	No	0	Highly Rural/ Rural
0	0	0	0	No	0	0	2	Yes	High School	Student	48	Private	7740	31	1	F	4	Sports Car	7323	No	7	Highly Urban/ Urban
0	0	2	0	No	110346	0	2	Yes	High School	Home Maker	28	Private	5100	36	3	F	4	Minivan	39425	Yes	1	Highly Urban/ Urban
0	0	0	77267	No	0	12	0	No	Bachelors	Manager	14	Private	14630	54	2	F	1	SUV	8395	No	0	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	High School	Student	53	Commercial	5500	39	0	F	1	Sports Car	0	No	0	Highly Rural/ Rural
0	0	1	0	No	0	0	2	Yes	High School	Student	29	Private	9240	57	2	M	1	Pickup	8336	Yes	5	Highly Urban/ Urban
0	0	0	0	Yes	0	0	2	No	High School	Student	22	Private	11520	34	0	F	9	SUV	0	Yes	0	Highly Urban/ Urban
0	0	0	7302	No	158840	10	0	No	High School	Student	27	Private	7030	48	1	F	10	SUV	3564	No	3	Highly Urban/ Urban
0	0	0	88691	No	279497	15	0	Yes	Bachelors	Blue Collar	40	Private	18200	52	4	M	4	Van	1261	No	2	Highly Urban/ Urban
0	0	1	3272	No	0	17	2	Yes	High School	Student	42	Private	7200	58	2	M	1	Minivan	5086	No	2	Highly Urban/ Urban
0	0	0	65466	No	212677	14	0	Yes	High School	Blue Collar	24	Commercial	7080	45	0	M	3	Pickup	0	No	2	Highly Urban/ Urban
0	0	0	63890	No	256797	16	0	Yes	Masters	Lawyer	41	Private	9100	72	3	F	7	Sports Car	4448	No	0	Highly Urban/ Urban
0	0	0	43075	No	175858	8	0	Yes	High School	Manager	52	Private	13970	48	2	F	4	SUV	5878	No	3	Highly Urban/ Urban
0	0	0	90658	No	276028	9	0	No	Bachelors	Blue Collar	7	Commercial	12350	49	0	F	13	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	200772	No	465304	14	0	No	PhD	Doctor	27	Private	9270	57	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	0	36821	No	193948	11	0	No	Masters	Lawyer	23	Private	29390	22	2	F	6	Pickup	8502	No	0	Highly Urban/ Urban
0	0	0	108744	No	333039	13	0	Yes	Masters	Lawyer	5	Commercial	5430	53	1	M	1	Pickup	3267	No	0	Highly Urban/ Urban
0	0	0	30795	No	174778	14	0	Yes	High School	Clerical	53	Commercial	8920	50	0	M	6	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	155410	No	422815	12	0	Yes	Bachelors	Manager	40	Commercial	33330	59	3	M	7	Panel Truck	4765	No	4	Highly Urban/ Urban
0	0	0	51778	No	147326	7	3	Yes	High School	Blue Collar	38	Private	22520	33	1	F	5	Minivan	3075	No	6	Highly Urban/ Urban
0	0	0	26875	No	0	11	0	No	High School	Clerical	18	Commercial	10450	48	1	M	1	Pickup	3830	No	8	Highly Urban/ Urban
0	0	1	99269	Yes	306012	11	3	No	Bachelors	Professional	34	Commercial	25910	42	2	M	7	Panel Truck	45894	Yes	1	Highly Urban/ Urban
0	0	0	102262	No	0	11	0	No	High School	Blue Collar	39	Commercial	16730	50	0	M	14	Van	0	No	0	Highly Rural/ Rural
0	0	0	13753	No	0	2	0	No	High School	Home Maker	49	Private	2880	53	0	F	4	Sports Car	0	No	1	Highly Rural/ Rural
0	0	0	60368	No	170643	9	0	Yes	Bachelors	Manager	16	Private	6400	49	0	M	4	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	18483	Yes	0	8	1	No	High School	Clerical	20	Private	8150	21	2	F	1	Sports Car	7781	No	3	Highly Urban/ Urban
0	0	0	58628	No	0	9	0	No	Masters	Lawyer	14	Private	12360	50	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	0	No	105085	0	0	Yes	Masters	Home Maker	31	Private	6800	53	0	M	11	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	81280	No	241420	2	0	Yes	Bachelors	Professional	24	Private	14530	49	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	1	38317	No	125157	13	2	Yes	PhD	Doctor	44	Private	1500	38	1	F	1	Sports Car	2896	No	8	Highly Urban/ Urban
0	0	0	70026	No	0	11	0	No	Masters	Lawyer	39	Private	18780	53	0	F	10	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	51778	No	0	8	0	No	Masters	Lawyer	26	Private	12910	49	0	M	4	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	134140	No	0	8	0	No	PhD	Manager	34	Commercial	30240	48	2	M	1	Panel Truck	7478	No	6	Highly Urban/ Urban
0	0	0	51778	No	499433	13	0	Yes	PhD	Doctor	26	Private	14610	53	0	M	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	72453	No	0	4	0	No	PhD	Doctor	52	Private	13850	51	4	F	1	SUV	2847	No	7	Highly Urban/ Urban
0	0	2	51778	No	235987	5	2	Yes	Bachelors	Clerical	50	Private	11270	37	0	M	1	Minivan	0	No	3	Highly Urban/ Urban
0	0	0	14822	Yes	158840	13	3	No	High School	Clerical	5	Private	8830	26	3	F	10	Sports Car	7486	No	9	Highly Urban/ Urban
0	0	0	0	No	56266	0	0	Yes	Bachelors	Home Maker	32	Private	6200	47	0	F	1	SUV	0	Yes	0	Highly Urban/ Urban
0	0	0	78966	No	0	13	0	No	Bachelors	Professional	39	Private	21420	48	0	F	6	Sports Car	0	No	3	Highly Urban/ Urban
0	0	0	51513	No	0	13	0	No	Masters	Lawyer	42	Private	6650	51	2	M	4	Minivan	33388	Yes	4	Highly Urban/ Urban
0	0	0	51778	No	122916	11	0	No	High School	Home Maker	47	Private	12400	33	2	F	20	Minivan	5531	No	6	Highly Rural/ Rural
0	0	0	69282	No	295989	12	0	Yes	Bachelors	Professional	47	Private	10520	58	1	M	6	Pickup	1142	No	0	Highly Urban/ Urban
0	0	0	27803	No	0	10	0	No	High School	Clerical	41	Private	7280	30	2	F	4	Minivan	6322	No	5	Highly Urban/ Urban
0	0	0	34611	No	0	8	0	No	High School	Clerical	47	Private	12760	50	2	F	1	Minivan	3908	No	4	Highly Urban/ Urban
0	0	0	55019	No	206801	12	0	Yes	Bachelors	Professional	51	Private	18110	47	2	F	4	SUV	9085	No	1	Highly Urban/ Urban
0	0	0	200928	No	513817	11	1	Yes	PhD	Manager	25	Commercial	5600	42	1	M	1	Pickup	4020	No	2	Highly Urban/ Urban
0	0	0	92060	Yes	0	12	1	No	Bachelors	Professional	24	Private	14010	33	0	F	5	SUV	0	No	0	Highly Urban/ Urban
0	0	0	48901	No	210300	11	0	Yes	High School	Manager	5	Private	5100	36	3	M	1	Pickup	3805	No	0	Highly Urban/ Urban
0	0	3	38212	Yes	160245	9	3	No	Bachelors	Clerical	61	Commercial	22320	38	4	M	1	Van	4326	No	6	Highly Rural/ Rural
0	0	0	100095	Yes	0	10	1	No	Masters	Lawyer	15	Private	17520	36	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	0	42834	No	146455	8	0	Yes	Bachelors	Blue Collar	29	Commercial	22760	56	0	M	4	Panel Truck	0	No	5	Highly Rural/ Rural
0	0	0	130123	No	158840	15	3	Yes	Bachelors	Blue Collar	59	Commercial	32260	37	0	F	4	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	27281	No	198619	13	0	Yes	High School	Home Maker	24	Private	22470	57	0	F	4	SUV	0	Yes	1	Highly Urban/ Urban
0	0	0	34622	No	188514	11	4	Yes	Masters	Professional	30	Private	20170	37	1	M	6	Van	7875	No	0	Highly Urban/ Urban
0	0	1	57925	No	144063	15	3	Yes	High School	Blue Collar	16	Private	30770	38	0	M	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	1	25846	No	107211	17	3	Yes	High School	Clerical	68	Commercial	26850	39	0	M	10	Panel Truck	0	No	3	Highly Urban/ Urban
0	0	0	126496	No	158840	13	2	Yes	Masters	Lawyer	22	Commercial	26980	43	0	M	7	Panel Truck	0	No	5	Highly Urban/ Urban
0	0	1	182782	Yes	0	11	1	No	PhD	Doctor	36	Commercial	23880	41	2	M	3	Panel Truck	5639	Yes	5	Highly Urban/ Urban
0	0	0	94675	Yes	291876	12	4	No	Masters	Lawyer	47	Private	10320	28	0	M	6	Pickup	0	No	3	Highly Urban/ Urban
0	0	0	0	No	67647	0	0	Yes	Bachelors	Home Maker	19	Private	6200	47	2	F	9	SUV	23972	Yes	1	Highly Urban/ Urban
0	0	0	51778	No	122423	12	0	Yes	High School	Clerical	35	Commercial	32460	38	2	M	1	Panel Truck	1414	No	4	Highly Urban/ Urban
0	0	0	27045	No	161922	11	0	Yes	Bachelors	Clerical	54	Commercial	6800	53	3	M	6	Pickup	6523	No	4	Highly Urban/ Urban
0	0	0	75984	No	0	11	0	No	High School	Blue Collar	42	Commercial	37310	48	3	F	1	Sports Car	40386	Yes	1	Highly Urban/ Urban
0	0	0	88745	No	241555	12	0	Yes	High School	Blue Collar	55	Commercial	7050	48	2	F	1	SUV	1031	No	5	Highly Urban/ Urban
0	0	0	26377	Yes	169045	14	2	No	High School	Clerical	30	Private	8540	44	3	M	1	Minivan	4236	No	3	Highly Urban/ Urban
0	0	0	73663	No	268990	6	0	Yes	Bachelors	Professional	14	Commercial	41310	54	1	M	7	Panel Truck	36700	Yes	3	Highly Urban/ Urban
0	0	0	87426	No	286182	15	0	Yes	Bachelors	Blue Collar	41	Private	8410	55	0	M	4	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	10758	No	92197	12	2	Yes	Masters	Home Maker	41	Commercial	22210	41	0	F	7	Pickup	0	No	2	Highly Urban/ Urban
0	0	0	210811	No	0	12	0	No	Masters	Lawyer	7	Commercial	28280	57	1	M	1	Panel Truck	3542	No	4	Highly Urban/ Urban
0	0	0	75914	No	0	8	0	No	Bachelors	Professional	51	Private	13240	48	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	0	90213	No	293850	11	0	Yes	PhD	Doctor	21	Private	16210	43	0	M	4	Van	0	No	0	Highly Urban/ Urban
0	0	0	93658	No	303850	11	0	Yes	Masters	Lawyer	37	Private	6200	47	0	M	5	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	34466	No	152288	11	0	No	High School	Clerical	32	Private	17080	55	0	F	7	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	173279	No	0	10	0	No	PhD	Doctor	27	Private	22390	48	2	F	4	Van	7357	No	8	Highly Urban/ Urban
0	0	0	0	No	65804	0	1	Yes	High School	Home Maker	31	Private	5600	41	3	F	1	SUV	7792	No	2	Highly Urban/ Urban
0	0	2	28916	No	115937	17	3	Yes	High School	Clerical	43	Private	8300	42	1	F	4	Sports Car	958	No	4	Highly Urban/ Urban
0	0	0	51778	Yes	466804	7	2	No	PhD	Doctor	43	Commercial	30470	32	3	M	10	Panel Truck	6042	No	0	Highly Urban/ Urban
0	0	0	23439	No	113409	9	3	Yes	High School	Clerical	38	Private	7240	34	0	F	4	Minivan	0	Yes	1	Highly Urban/ Urban
0	0	0	68126	No	214584	11	0	Yes	Bachelors	Professional	52	Private	21160	46	0	F	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	High School	Home Maker	37	Private	6500	50	0	F	3	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	23921	Yes	0	8	1	No	High School	Clerical	25	Private	14070	43	1	F	21	Sports Car	3805	No	2	Highly Urban/ Urban
0	0	0	78953	No	233925	11	0	Yes	Bachelors	Blue Collar	23	Commercial	17410	47	0	M	4	Van	0	No	1	Highly Urban/ Urban
0	0	0	107872	No	324375	10	0	Yes	Masters	Lawyer	35	Private	12290	46	3	F	4	Sports Car	4784	No	3	Highly Urban/ Urban
0	0	0	13692	No	134847	14	0	Yes	High School	Home Maker	28	Private	35620	56	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	0	74117	No	252030	12	0	Yes	Masters	Lawyer	24	Commercial	28620	40	1	F	1	Van	5784	No	0	Highly Urban/ Urban
0	0	0	71263	No	193720	11	0	Yes	Bachelors	Blue Collar	34	Commercial	14980	38	1	F	9	SUV	29447	Yes	0	Highly Urban/ Urban
0	0	1	109631	No	277683	11	1	Yes	Bachelors	Blue Collar	15	Commercial	29960	36	0	F	10	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	37614	No	165402	10	0	Yes	High School	Blue Collar	75	Commercial	16170	30	0	M	6	Minivan	0	No	1	Highly Rural/ Rural
0	0	0	2763	No	0	7	0	Yes	High School	Student	44	Commercial	7230	42	0	M	4	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	91916	No	266099	7	0	Yes	Bachelors	Professional	42	Private	16090	54	0	F	1	SUV	0	No	0	Highly Rural/ Rural
0	0	1	51778	Yes	0	12	1	No	High School	Clerical	40	Commercial	5400	39	0	M	6	Pickup	0	No	4	Highly Urban/ Urban
0	0	0	94995	No	301004	9	0	Yes	PhD	Clerical	42	Commercial	33700	54	1	F	7	Minivan	5172	No	6	Highly Rural/ Rural
0	0	1	21873	Yes	118100	9	2	No	High School	Clerical	27	Private	7290	36	0	M	6	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	92868	No	256927	5	0	Yes	Masters	Manager	39	Private	15590	48	0	F	7	SUV	0	No	2	Highly Urban/ Urban
0	0	0	185291	No	475137	10	0	Yes	PhD	Manager	49	Private	22070	53	0	F	17	Pickup	0	No	3	Highly Urban/ Urban
0	0	0	59334	No	208034	12	0	No	Bachelors	Blue Collar	50	Private	12230	48	0	M	3	Minivan	0	No	3	Highly Urban/ Urban
0	0	0	48207	No	179539	11	0	No	High School	Clerical	38	Private	10120	38	3	F	3	SUV	1842	No	4	Highly Urban/ Urban
0	0	0	96708	No	272829	10	0	Yes	Bachelors	Blue Collar	29	Commercial	7880	45	2	F	4	SUV	4148	No	7	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	High School	Home Maker	18	Private	1500	30	0	F	10	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	134752	No	0	10	0	No	Masters	Lawyer	30	Commercial	29930	46	2	M	4	Panel Truck	3722	No	1	Highly Urban/ Urban
0	0	1	39032	Yes	209556	10	1	No	Bachelors	Manager	43	Private	10520	45	0	F	1	Sports Car	0	No	1	Highly Urban/ Urban
0	0	0	56943	Yes	0	12	2	No	High School	Clerical	60	Private	5810	28	0	M	6	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	87190	No	260524	12	0	Yes	Masters	Lawyer	36	Commercial	24900	44	0	M	3	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	284898	No	645241	14	0	Yes	PhD	Manager	33	Commercial	35190	52	0	M	3	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	28654	No	144131	7	0	No	High School	Professional	22	Private	10990	47	0	M	1	Pickup	0	No	2	Highly Rural/ Rural
0	0	0	91898	No	318207	15	1	Yes	Masters	Lawyer	47	Private	16190	45	0	M	14	Minivan	0	No	2	Highly Urban/ Urban
0	0	2	26011	No	133863	6	3	Yes	High School	Blue Collar	41	Private	18290	36	0	M	6	Minivan	0	Yes	0	Highly Urban/ Urban
0	0	0	107949	No	273486	11	0	No	Bachelors	Professional	49	Private	7330	39	2	F	10	SUV	8043	No	6	Highly Urban/ Urban
0	0	1	50726	Yes	220288	12	1	No	Bachelors	Manager	12	Private	1500	52	0	M	7	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	4404	No	0	11	0	No	Masters	Home Maker	54	Private	10400	40	2	F	4	Minivan	21205	No	1	Highly Urban/ Urban
0	0	0	35053	Yes	125625	7	2	No	High School	Blue Collar	28	Commercial	12860	31	0	M	10	Minivan	0	Yes	1	Highly Urban/ Urban
0	0	0	44575	No	164145	8	0	Yes	Bachelors	Professional	31	Private	9760	38	4	F	11	SUV	3787	Yes	4	Highly Urban/ Urban
0	0	0	30452	No	150468	11	0	Yes	High School	Blue Collar	34	Commercial	21210	47	0	M	1	Van	0	No	0	Highly Urban/ Urban
0	0	0	28846	No	151789	14	2	Yes	Bachelors	Blue Collar	16	Private	26370	39	0	F	1	SUV	0	No	2	Highly Urban/ Urban
0	0	0	144515	No	378420	13	0	Yes	Masters	Lawyer	48	Private	20750	48	1	M	10	Minivan	3751	No	0	Highly Urban/ Urban
0	0	0	0	No	0	11	0	No	Bachelors	Student	22	Commercial	14510	45	0	M	1	Minivan	0	No	3	Highly Rural/ Rural
0	0	0	97679	Yes	273142	15	2	No	Bachelors	Blue Collar	22	Commercial	12850	41	3	M	1	Minivan	38815	No	6	Highly Urban/ Urban
0	0	0	133966	No	342198	12	0	Yes	PhD	Lawyer	8	Private	29170	55	2	F	6	SUV	34507	Yes	0	Highly Urban/ Urban
0	0	0	86078	No	319488	17	0	Yes	Bachelors	Professional	13	Private	20960	63	0	F	4	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	24513	No	148422	12	0	Yes	High School	Blue Collar	27	Private	8850	49	1	M	1	Minivan	1263	No	1	Highly Urban/ Urban
0	0	0	103455	No	286457	12	0	No	Masters	Lawyer	21	Private	13050	46	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	19599	No	134906	11	0	No	Bachelors	Home Maker	43	Private	10740	45	0	F	6	Minivan	0	No	2	Highly Rural/ Rural
0	0	0	107006	No	342272	9	0	Yes	Masters	Manager	7	Private	16800	46	0	M	16	Van	0	No	4	Highly Urban/ Urban
0	0	0	80023	No	246532	13	0	Yes	Bachelors	Blue Collar	58	Commercial	20990	53	2	F	4	Sports Car	29379	Yes	5	Highly Urban/ Urban
0	0	0	57241	No	0	10	0	No	High School	Clerical	36	Private	11050	35	0	M	4	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	122150	No	158840	11	0	Yes	Masters	Lawyer	41	Private	26820	35	0	F	4	SUV	0	No	2	Highly Urban/ Urban
0	0	2	28088	Yes	154530	17	2	No	Bachelors	Clerical	46	Private	9910	56	1	M	1	Minivan	1157	No	3	Highly Urban/ Urban
0	0	0	49978	No	240143	11	0	Yes	Masters	Lawyer	40	Commercial	21160	40	0	M	3	Van	0	No	2	Highly Urban/ Urban
0	0	0	94454	No	0	5	0	No	Bachelors	Professional	30	Private	14370	51	1	M	3	Minivan	5399	No	0	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	High School	Student	5	Private	9060	48	0	F	1	SUV	0	No	2	Highly Urban/ Urban
0	0	0	31725	No	148396	13	2	Yes	Masters	Lawyer	32	Private	10860	37	3	F	4	SUV	3810	No	3	Highly Urban/ Urban
0	0	1	30843	No	132741	10	2	Yes	High School	Clerical	33	Private	8280	37	0	F	6	Sports Car	0	No	1	Highly Urban/ Urban
0	0	0	18274	No	0	13	0	No	High School	Clerical	11	Private	7230	39	0	F	6	SUV	0	No	0	Highly Rural/ Rural
0	0	0	31131	No	0	10	0	No	High School	Clerical	30	Private	8510	39	2	M	6	Minivan	37066	Yes	5	Highly Urban/ Urban
0	0	0	51778	No	55527	0	4	Yes	High School	Home Maker	5	Private	5700	37	1	F	1	Sports Car	4865	No	6	Highly Urban/ Urban
0	0	0	26748	No	158840	12	0	No	High School	Blue Collar	25	Private	9170	50	2	M	1	Pickup	25089	Yes	1	Highly Urban/ Urban
0	0	1	53227	No	204309	13	1	Yes	Bachelors	Professional	41	Private	34950	57	0	F	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	55848	No	216312	11	0	Yes	Bachelors	Clerical	51	Commercial	11580	45	0	M	6	Pickup	0	No	1	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	PhD	Home Maker	36	Private	2950	55	0	F	4	SUV	0	No	0	Highly Urban/ Urban
0	0	0	51046	No	192050	14	0	Yes	PhD	Doctor	18	Private	7800	63	3	F	1	Sports Car	14357	No	5	Highly Urban/ Urban
0	0	0	51778	No	177502	10	0	Yes	High School	Clerical	8	Private	9640	47	0	M	10	Pickup	0	No	1	Highly Urban/ Urban
0	0	0	46781	No	0	12	0	No	Bachelors	Professional	29	Private	17960	44	1	F	11	SUV	6545	No	5	Highly Urban/ Urban
0	0	1	0	No	0	0	1	Yes	Bachelors	Student	37	Private	10600	54	3	F	1	Sports Car	5493	No	1	Highly Urban/ Urban
0	0	1	28021	Yes	0	11	3	No	High School	Clerical	31	Private	16010	43	0	M	4	Minivan	0	No	1	Highly Rural/ Rural
0	0	0	23711	No	0	11	0	No	High School	Clerical	25	Private	8770	49	0	F	7	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	49194	No	126703	13	0	Yes	High School	Manager	34	Commercial	24060	39	0	M	10	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	61265	No	208445	12	0	Yes	Masters	Lawyer	49	Private	3230	58	0	F	10	SUV	0	No	2	Highly Urban/ Urban
0	0	0	51778	No	177209	15	3	Yes	High School	Professional	38	Private	19580	41	0	F	3	Minivan	0	No	3	Highly Urban/ Urban
0	0	0	84506	No	251400	13	0	Yes	Masters	Lawyer	32	Private	19100	40	0	F	6	Minivan	0	Yes	5	Highly Urban/ Urban
0	0	0	51091	No	185506	13	0	Yes	Masters	Lawyer	37	Private	15450	39	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	94641	No	299424	12	0	Yes	Masters	Lawyer	52	Private	21400	43	1	F	6	SUV	11095	No	0	Highly Urban/ Urban
0	0	0	48263	No	200023	17	0	Yes	High School	Professional	39	Private	24450	51	0	F	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	28830	No	0	14	0	No	High School	Clerical	50	Commercial	18930	39	0	M	1	Van	0	Yes	5	Highly Urban/ Urban
0	0	0	11666	No	109363	14	5	Yes	High School	Clerical	26	Private	5080	23	0	F	6	Sports Car	0	No	4	Highly Urban/ Urban
0	0	0	62626	No	0	13	0	No	High School	Blue Collar	36	Commercial	13790	50	0	F	6	SUV	0	No	1	Highly Urban/ Urban
0	0	0	93249	No	293000	14	0	No	Masters	Lawyer	35	Private	27270	40	0	F	7	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	49116	No	213351	14	0	No	High School	Clerical	41	Private	18510	45	0	F	6	SUV	0	No	0	Highly Urban/ Urban
0	0	0	51778	Yes	0	14	2	No	Masters	Lawyer	52	Commercial	19340	30	2	M	6	Van	32990	Yes	0	Highly Urban/ Urban
0	0	0	46624	No	212273	10	0	No	Masters	Lawyer	40	Private	18990	54	0	M	13	Van	0	No	0	Highly Urban/ Urban
0	0	0	116419	No	356989	12	0	No	PhD	Doctor	5	Commercial	27300	53	2	M	4	Panel Truck	1404	No	4	Highly Urban/ Urban
0	0	2	51778	Yes	0	17	3	No	Masters	Lawyer	64	Private	19550	45	0	F	10	SUV	0	No	5	Highly Urban/ Urban
0	0	0	15936	No	158840	14	1	Yes	High School	Student	28	Private	29510	29	2	F	4	Pickup	6111	No	0	Highly Urban/ Urban
0	0	0	45299	No	148600	14	2	Yes	High School	Blue Collar	11	Commercial	21330	29	0	F	4	SUV	0	No	0	Highly Urban/ Urban
0	0	0	49711	No	0	12	0	No	High School	Professional	5	Private	11270	48	0	F	7	SUV	0	No	0	Highly Urban/ Urban
0	0	0	212914	Yes	553525	12	1	No	PhD	Doctor	24	Private	14830	45	2	M	1	Minivan	25614	Yes	4	Highly Urban/ Urban
0	0	0	114830	No	0	11	0	No	PhD	Doctor	26	Commercial	26900	57	2	M	4	Panel Truck	28321	No	0	Highly Urban/ Urban
0	0	0	15234	No	115903	12	1	Yes	High School	Clerical	6	Private	6520	35	2	F	20	Sports Car	7535	No	5	Highly Urban/ Urban
0	0	0	31052	No	116137	9	0	Yes	High School	Clerical	63	Private	13700	34	0	F	5	SUV	0	No	2	Highly Urban/ Urban
0	0	0	0	No	90196	11	0	Yes	Bachelors	Student	31	Commercial	6500	50	1	F	13	SUV	9098	No	2	Highly Urban/ Urban
0	0	1	41645	No	160772	14	1	Yes	High School	Professional	23	Commercial	7200	57	2	M	4	Pickup	5040	No	0	Highly Urban/ Urban
0	0	0	77864	No	299542	13	0	Yes	Bachelors	Blue Collar	72	Commercial	26930	54	0	M	1	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	22481	No	127617	15	0	Yes	High School	Clerical	14	Private	11340	65	1	F	9	Sports Car	33075	Yes	0	Highly Urban/ Urban
0	0	0	62346	No	0	11	0	No	Masters	Professional	42	Private	5900	44	0	M	1	Pickup	0	Yes	0	Highly Urban/ Urban
0	0	0	81849	No	273961	11	0	Yes	High School	Blue Collar	56	Commercial	6700	52	3	F	1	SUV	4235	No	6	Highly Urban/ Urban
0	0	1	54776	No	237217	2	1	Yes	Masters	Lawyer	16	Private	15770	62	1	F	4	Sports Car	11035	No	6	Highly Urban/ Urban
0	0	0	19814	No	0	9	0	Yes	High School	Student	14	Private	7310	46	0	M	7	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	0	No	0	0	1	Yes	High School	Student	17	Private	5850	38	1	F	6	SUV	5090	No	6	Highly Rural/ Rural
0	0	0	22036	No	158037	4	0	Yes	High School	Clerical	32	Commercial	7500	38	1	M	6	Pickup	9416	No	2	Highly Urban/ Urban
0	0	2	155897	Yes	398191	13	2	No	Masters	Lawyer	84	Private	33800	44	0	F	4	Minivan	0	No	1	Highly Rural/ Rural
0	0	1	17589	No	132645	7	1	Yes	High School	Clerical	51	Private	9370	37	0	F	6	SUV	0	No	0	Highly Urban/ Urban
0	0	0	68350	No	222894	12	0	Yes	Bachelors	Blue Collar	15	Commercial	18700	57	1	M	8	Van	2757	No	1	Highly Urban/ Urban
0	0	0	39196	Yes	0	15	2	No	High School	Professional	25	Private	17300	45	3	F	14	Sports Car	7410	No	3	Highly Urban/ Urban
0	0	0	59144	No	205862	6	0	Yes	PhD	Manager	24	Private	14870	53	0	M	3	Minivan	0	Yes	0	Highly Urban/ Urban
0	0	0	139335	Yes	0	7	1	No	PhD	Manager	29	Private	3470	42	1	F	10	SUV	9828	No	5	Highly Urban/ Urban
0	0	0	45372	No	236719	11	0	Yes	High School	Blue Collar	24	Commercial	22790	46	0	M	4	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	Bachelors	Home Maker	23	Private	6400	49	0	F	6	Sports Car	0	No	1	Highly Rural/ Rural
0	0	0	40447	No	192990	14	0	Yes	High School	Blue Collar	19	Commercial	5540	50	0	M	7	Pickup	0	No	0	Highly Urban/ Urban
0	0	1	68081	Yes	221459	2	2	No	Masters	Manager	32	Private	25040	44	1	F	6	Sports Car	47837	Yes	6	Highly Urban/ Urban
0	0	0	2346	Yes	0	14	1	No	High School	Student	13	Private	5830	41	2	F	11	Sports Car	8521	No	0	Highly Urban/ Urban
0	0	0	0	No	0	0	0	Yes	Bachelors	Student	13	Commercial	5700	42	0	M	10	Pickup	0	No	5	Highly Urban/ Urban
0	0	0	126172	No	0	12	0	No	Masters	Lawyer	43	Private	14120	50	0	M	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	0	No	117111	0	2	Yes	High School	Home Maker	44	Private	5800	43	1	F	6	Sports Car	4959	No	3	Highly Urban/ Urban
0	0	0	80756	No	276395	10	0	Yes	High School	Blue Collar	47	Commercial	17640	48	0	F	18	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	18612	No	0	11	0	No	PhD	Lawyer	24	Private	21160	44	0	M	3	Van	0	No	1	Highly Urban/ Urban
0	0	0	19934	Yes	158840	13	2	No	High School	Clerical	17	Private	10790	36	2	M	6	Pickup	7797	No	9	Highly Urban/ Urban
0	0	0	0	No	158840	0	3	Yes	High School	Home Maker	17	Private	7510	37	2	F	5	SUV	7421	No	0	Highly Urban/ Urban
0	0	0	56383	No	248930	14	0	Yes	Bachelors	Professional	31	Private	16140	58	0	F	9	Minivan	0	No	0	Highly Urban/ Urban
0	0	2	30886	Yes	0	11	2	No	High School	Clerical	27	Commercial	8390	38	3	M	1	Pickup	9267	No	2	Highly Urban/ Urban
0	0	0	107394	No	318906	14	0	Yes	High School	Blue Collar	20	Commercial	26400	53	0	F	6	SUV	0	No	2	Highly Urban/ Urban
0	0	2	59402	No	186000	7	2	Yes	Masters	Lawyer	32	Private	18960	39	1	F	13	Minivan	3182	No	2	Highly Urban/ Urban
0	0	0	45368	No	190399	13	0	Yes	Bachelors	Professional	33	Private	17760	67	0	M	4	SUV	0	Yes	0	Highly Urban/ Urban
0	0	0	15493	No	103733	9	0	Yes	High School	Clerical	11	Private	17960	36	2	M	12	Minivan	1038	No	1	Highly Urban/ Urban
0	0	0	51996	No	0	10	0	No	High School	Professional	35	Private	10200	35	2	M	6	Pickup	41621	Yes	5	Highly Urban/ Urban
0	0	0	89968	No	258626	10	0	Yes	Bachelors	Blue Collar	39	Commercial	14600	41	0	M	1	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	64122	No	196842	11	1	Yes	PhD	Doctor	42	Private	15740	25	2	M	1	Minivan	28366	Yes	0	Highly Urban/ Urban
0	0	1	20926	No	122046	14	2	Yes	High School	Clerical	23	Commercial	8390	36	3	M	6	Pickup	1429	No	0	Highly Urban/ Urban
0	0	0	54197	No	222759	13	0	Yes	Bachelors	Manager	26	Private	11720	51	0	M	4	Pickup	0	Yes	3	Highly Urban/ Urban
0	0	0	58039	No	273348	10	0	Yes	Masters	Lawyer	19	Commercial	6640	48	0	M	4	Pickup	0	No	2	Highly Urban/ Urban
0	0	0	53878	No	220705	11	0	Yes	High School	Clerical	29	Private	11690	48	3	F	1	Sports Car	26114	Yes	7	Highly Urban/ Urban
0	0	0	62756	No	175085	12	0	No	Masters	Lawyer	55	Private	13790	38	3	F	10	SUV	11836	No	5	Highly Urban/ Urban
0	0	0	51778	No	0	0	0	No	Bachelors	Student	5	Commercial	10810	49	2	F	4	SUV	3461	No	5	Highly Urban/ Urban
0	0	0	51778	No	155178	15	3	Yes	Masters	Lawyer	47	Private	1500	44	0	F	10	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	45680	Yes	158840	11	1	No	High School	Blue Collar	36	Private	19040	33	0	F	4	SUV	0	No	0	Highly Urban/ Urban
0	0	0	131919	No	328571	11	0	Yes	Bachelors	Blue Collar	27	Commercial	1500	59	2	F	13	Sports Car	9343	No	0	Highly Urban/ Urban
0	0	0	51778	No	258711	12	0	Yes	Bachelors	Professional	17	Private	28280	50	0	F	4	Pickup	0	No	1	Highly Urban/ Urban
0	0	0	51778	No	158840	11	0	Yes	High School	Blue Collar	33	Commercial	9340	49	0	M	10	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	25871	No	193683	6	0	Yes	High School	Blue Collar	38	Commercial	15330	47	0	F	1	SUV	0	Yes	6	Highly Urban/ Urban
0	0	0	15989	No	117038	14	0	Yes	High School	Clerical	22	Private	11390	50	0	M	11	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	105567	No	0	8	0	No	Bachelors	Manager	84	Private	15660	48	3	M	11	Minivan	9837	No	9	Highly Urban/ Urban
0	0	2	92000	No	301965	13	2	Yes	Bachelors	Professional	50	Private	14600	39	3	M	1	Minivan	6627	No	2	Highly Urban/ Urban
0	0	0	51778	No	0	12	0	No	Masters	Lawyer	13	Private	32470	50	0	F	1	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	45237	No	0	10	0	No	High School	Professional	43	Private	15550	47	0	F	3	Pickup	0	Yes	0	Highly Urban/ Urban
0	0	0	101399	No	158840	14	0	No	Masters	Lawyer	5	Commercial	29080	57	0	M	4	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	8684	No	98652	14	0	No	Bachelors	Home Maker	38	Private	7000	55	0	F	6	SUV	0	No	3	Highly Rural/ Rural
0	0	1	85819	No	262789	7	3	Yes	Bachelors	Blue Collar	45	Commercial	5700	42	3	M	1	Pickup	5699	No	1	Highly Urban/ Urban
0	0	0	5367	No	75782	9	4	Yes	High School	Blue Collar	14	Commercial	22550	23	3	F	7	Minivan	6027	No	10	Highly Urban/ Urban
0	0	0	1953	No	137081	11	0	Yes	High School	Home Maker	40	Private	5600	41	3	F	12	SUV	36757	No	6	Highly Urban/ Urban
0	0	0	0	No	129459	0	0	Yes	High School	Home Maker	39	Private	6600	51	1	F	1	Sports Car	4545	No	8	Highly Urban/ Urban
0	0	0	143195	No	346009	11	1	Yes	PhD	Doctor	55	Commercial	23860	32	0	M	1	Panel Truck	0	No	0	Highly Rural/ Rural
0	0	0	19114	No	137718	12	0	Yes	High School	Clerical	11	Commercial	5600	41	0	M	7	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	67608	No	244407	11	0	Yes	Bachelors	Professional	40	Private	23140	58	0	M	6	Minivan	0	Yes	0	Highly Urban/ Urban
0	0	0	198042	No	474444	15	0	Yes	PhD	Doctor	36	Private	27960	59	0	F	13	Sports Car	0	Yes	0	Highly Urban/ Urban
0	0	0	17028	No	0	11	0	No	High School	Clerical	26	Private	14160	38	1	F	6	SUV	5511	No	0	Highly Rural/ Rural
0	0	0	88979	No	275391	17	1	Yes	PhD	Lawyer	42	Private	10400	66	0	F	9	Sports Car	0	No	4	Highly Urban/ Urban
0	0	0	31850	No	180601	11	3	Yes	High School	Blue Collar	52	Private	9430	29	0	F	7	SUV	0	No	0	Highly Rural/ Rural
0	0	3	38430	Yes	221139	7	3	No	High School	Blue Collar	26	Commercial	17350	43	0	M	4	Van	0	No	1	Highly Rural/ Rural
0	0	2	0	No	158840	0	3	Yes	High School	Student	19	Commercial	23510	36	3	F	6	Pickup	32008	Yes	6	Highly Urban/ Urban
0	0	1	71309	Yes	224123	14	3	No	Bachelors	Professional	87	Private	14580	39	3	F	1	SUV	4648	No	3	Highly Urban/ Urban
0	0	1	0	No	97022	0	2	Yes	High School	Home Maker	39	Private	14840	42	1	F	1	SUV	6844	No	1	Highly Rural/ Rural
0	0	0	278	No	91930	12	0	Yes	High School	Student	58	Private	1530	56	2	F	6	Sports Car	4611	No	5	Highly Urban/ Urban
0	0	0	21063	No	117381	12	0	Yes	Bachelors	Clerical	42	Commercial	20730	47	2	F	4	Pickup	4652	No	1	Highly Urban/ Urban
0	0	0	112481	No	0	9	0	No	PhD	Lawyer	15	Private	17950	52	0	M	1	Van	0	No	0	Highly Urban/ Urban
0	0	0	119035	No	385521	12	0	Yes	PhD	Doctor	12	Private	19200	58	0	F	4	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	75311	No	324126	12	0	Yes	Masters	Lawyer	46	Private	20960	49	0	F	12	SUV	0	No	0	Highly Urban/ Urban
0	0	0	77719	Yes	0	8	1	No	High School	Blue Collar	39	Commercial	9250	33	0	F	6	SUV	0	No	0	Highly Urban/ Urban
0	0	0	50949	No	227129	9	0	No	Bachelors	Clerical	24	Private	10790	42	0	F	3	SUV	0	No	0	Highly Urban/ Urban
0	0	0	130831	No	365792	10	0	Yes	PhD	Lawyer	24	Private	14580	57	0	F	4	SUV	0	No	0	Highly Urban/ Urban
0	0	2	16238	No	65155	11	2	Yes	High School	Clerical	33	Private	6820	37	4	M	6	Pickup	5612	No	0	Highly Urban/ Urban
0	0	0	176305	No	453094	11	0	No	PhD	Doctor	36	Private	10950	52	0	M	1	Minivan	0	Yes	0	Highly Urban/ Urban
0	0	0	47538	No	184423	11	0	No	High School	Blue Collar	53	Commercial	29840	30	2	M	13	Minivan	3421	No	4	Highly Urban/ Urban
0	0	0	19355	No	95595	13	2	Yes	Masters	Professional	39	Private	6440	30	0	F	15	SUV	0	No	0	Highly Urban/ Urban
0	0	0	69683	No	231225	9	0	Yes	High School	Blue Collar	50	Private	7000	55	1	F	6	Sports Car	1174	No	0	Highly Urban/ Urban
0	0	0	78929	No	158840	11	0	Yes	High School	Blue Collar	48	Commercial	23710	46	0	F	6	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	18573	No	106303	7	0	Yes	High School	Clerical	36	Private	17440	47	0	F	11	SUV	0	No	0	Highly Urban/ Urban
0	0	0	131919	No	328571	11	0	Yes	Bachelors	Blue Collar	27	Commercial	19580	59	0	F	6	SUV	0	No	0	Highly Urban/ Urban
0	0	0	89474	No	0	11	0	No	PhD	Doctor	11	Commercial	26450	44	2	M	6	Panel Truck	3845	No	0	Highly Urban/ Urban
0	0	1	131449	Yes	0	10	1	No	Masters	Lawyer	18	Commercial	31080	40	3	F	13	Van	6895	No	4	Highly Urban/ Urban
0	0	0	36745	No	0	11	0	No	High School	Blue Collar	45	Private	13940	45	0	M	11	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	45387	No	162853	12	0	Yes	Masters	Lawyer	38	Private	6040	53	0	F	7	SUV	0	No	0	Highly Urban/ Urban
0	0	0	7163	No	0	13	0	No	High School	Student	50	Commercial	6580	35	0	M	6	Pickup	0	No	1	Highly Urban/ Urban
0	0	0	257228	No	588089	12	0	Yes	PhD	Doctor	40	Private	35650	51	0	M	4	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	51778	No	0	11	0	No	PhD	Manager	35	Commercial	23320	52	0	M	9	Panel Truck	0	No	3	Highly Urban/ Urban
0	0	0	74003	No	249395	8	0	Yes	High School	Blue Collar	29	Commercial	31780	51	0	M	1	Panel Truck	0	No	0	Highly Rural/ Rural
0	0	2	71964	No	225292	14	2	Yes	High School	Home Maker	57	Private	21680	43	0	F	4	SUV	0	No	5	Highly Rural/ Rural
0	0	0	128974	No	315897	12	0	Yes	Masters	Lawyer	54	Private	28690	48	0	F	11	Pickup	0	No	4	Highly Urban/ Urban
0	0	0	17352	Yes	112808	12	1	No	High School	Blue Collar	9	Private	9250	25	0	F	14	SUV	0	No	0	Highly Urban/ Urban
0	0	0	55532	No	198229	13	0	Yes	High School	Professional	26	Commercial	24010	55	2	M	4	Panel Truck	7903	No	1	Highly Urban/ Urban
0	0	0	0	No	0	0	1	Yes	High School	Student	18	Private	4600	31	1	M	9	Pickup	6542	No	3	Highly Urban/ Urban
0	0	0	75614	No	188804	8	0	Yes	Masters	Manager	35	Private	13660	46	0	M	4	Minivan	0	No	3	Highly Urban/ Urban
0	0	0	51778	No	231739	14	0	Yes	Masters	Lawyer	45	Private	13350	65	3	F	10	Sports Car	35530	Yes	5	Highly Urban/ Urban
0	0	0	51778	No	227476	12	2	Yes	Bachelors	Blue Collar	46	Commercial	19610	43	3	M	7	Van	4704	No	1	Highly Urban/ Urban
0	0	0	32278	No	156388	12	0	Yes	Bachelors	Professional	30	Private	5300	36	0	F	4	SUV	0	No	0	Highly Urban/ Urban
0	0	0	62151	No	193997	13	4	Yes	PhD	Doctor	50	Private	10620	29	0	F	10	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	0	No	0	0	4	Yes	High School	Student	45	Commercial	4400	27	0	M	7	Minivan	0	Yes	1	Highly Urban/ Urban
0	0	0	167760	No	0	11	0	No	PhD	Doctor	23	Commercial	22980	47	0	M	1	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	60445	No	207455	11	0	Yes	High School	Manager	30	Private	11540	40	2	F	15	Minivan	1372	No	5	Highly Urban/ Urban
0	0	0	77170	No	250064	11	1	Yes	Masters	Lawyer	39	Private	9220	30	1	F	4	SUV	1243	No	1	Highly Urban/ Urban
0	0	0	34072	No	160862	2	0	Yes	High School	Clerical	38	Commercial	27420	42	1	M	13	Panel Truck	32610	No	0	Highly Urban/ Urban
0	0	1	35193	No	172258	13	2	Yes	High School	Blue Collar	31	Commercial	12820	43	0	F	14	SUV	0	No	0	Highly Rural/ Rural
0	0	0	69512	No	187162	13	3	Yes	Bachelors	Blue Collar	43	Commercial	13330	30	0	F	1	SUV	0	No	2	Highly Urban/ Urban
0	0	0	108892	No	306026	12	0	Yes	Bachelors	Professional	21	Private	25860	47	0	F	9	SUV	0	No	1	Highly Urban/ Urban
0	0	1	63952	No	196368	11	1	Yes	Masters	Lawyer	50	Private	14620	45	2	F	1	SUV	3799	No	0	Highly Urban/ Urban
0	0	1	45298	No	189778	14	2	Yes	High School	Blue Collar	5	Commercial	16000	41	2	M	1	Minivan	8584	No	0	Highly Urban/ Urban
0	0	0	17532	Yes	158840	8	2	No	High School	Clerical	53	Commercial	6250	30	0	M	1	Pickup	0	Yes	0	Highly Rural/ Rural
0	0	0	39547	No	129938	9	0	Yes	Bachelors	Clerical	43	Private	27940	38	0	F	3	Sports Car	0	Yes	0	Highly Urban/ Urban
0	0	0	51778	No	354624	12	0	Yes	Bachelors	Professional	33	Private	20850	38	3	F	1	Sports Car	7733	No	0	Highly Urban/ Urban
0	0	1	84594	No	263300	16	2	Yes	Masters	Lawyer	26	Private	13960	40	0	F	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	40833	No	159144	13	0	Yes	High School	Blue Collar	66	Commercial	10780	52	0	M	4	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	132651	No	340258	12	0	Yes	Masters	Professional	11	Commercial	24800	46	0	F	6	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	43650	No	116191	12	0	Yes	Masters	Lawyer	32	Private	10270	44	0	F	1	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	23486	No	0	11	0	No	Bachelors	Home Maker	5	Private	8070	43	0	F	1	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	109624	No	0	4	0	No	Bachelors	Manager	29	Commercial	21170	44	4	M	3	Van	54399	No	6	Highly Urban/ Urban
0	0	0	43808	No	176022	15	2	Yes	Bachelors	Professional	55	Private	10280	43	0	M	10	Minivan	0	No	2	Highly Rural/ Rural
0	0	0	49662	No	221544	13	0	Yes	Bachelors	Clerical	31	Private	19730	41	0	F	1	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	51778	No	0	13	0	No	Masters	Lawyer	8	Private	19710	55	0	M	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	76034	No	0	7	0	No	High School	Blue Collar	39	Commercial	11880	42	0	F	1	SUV	0	Yes	0	Highly Urban/ Urban
0	0	0	160405	No	0	13	0	No	Masters	Manager	8	Commercial	19170	52	5	M	1	Van	16951	No	3	Highly Urban/ Urban
0	0	0	170949	No	458806	13	0	Yes	PhD	Manager	30	Private	23730	46	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	29310	No	118987	11	1	Yes	High School	Clerical	5	Commercial	9240	40	0	M	1	Pickup	0	Yes	1	Highly Urban/ Urban
0	0	0	0	No	82024	0	2	Yes	Bachelors	Home Maker	14	Private	1500	57	3	F	6	SUV	8694	No	1	Highly Urban/ Urban
0	0	0	39763	No	190272	11	0	Yes	Bachelors	Home Maker	13	Commercial	21190	59	0	F	7	Pickup	0	No	1	Highly Rural/ Rural
0	0	0	57684	Yes	189247	14	2	No	Bachelors	Professional	22	Private	5300	38	2	F	10	Sports Car	5892	No	0	Highly Urban/ Urban
0	0	1	58193	No	199571	13	2	Yes	Bachelors	Blue Collar	24	Private	26650	38	0	M	10	Minivan	0	No	1	Highly Rural/ Rural
0	0	1	66784	No	262589	11	1	Yes	Bachelors	Manager	49	Private	29350	62	0	M	1	SUV	0	No	0	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	Bachelors	Home Maker	33	Private	4270	51	0	F	4	Sports Car	0	No	5	Highly Urban/ Urban
0	0	0	21567	No	149254	8	0	Yes	High School	Blue Collar	42	Commercial	17990	50	2	M	1	Van	5228	No	5	Highly Urban/ Urban
0	0	0	72019	Yes	0	15	3	No	Bachelors	Professional	46	Private	12400	37	3	F	1	SUV	1109	No	8	Highly Urban/ Urban
0	0	0	14369	No	142305	12	3	Yes	High School	Clerical	37	Private	32280	33	0	F	10	SUV	0	No	4	Highly Rural/ Rural
0	0	0	0	No	158840	0	0	Yes	High School	Home Maker	32	Private	14530	43	3	F	1	Minivan	8894	No	0	Highly Urban/ Urban
0	0	0	4215	No	0	12	0	Yes	High School	Student	23	Private	6120	42	3	F	12	SUV	4995	No	5	Highly Urban/ Urban
0	0	0	71293	Yes	164600	11	1	No	Bachelors	Blue Collar	27	Commercial	8630	40	0	F	3	SUV	0	No	0	Highly Rural/ Rural
0	0	0	34368	No	142365	13	2	Yes	High School	Blue Collar	48	Private	7640	32	0	F	17	Sports Car	0	No	2	Highly Urban/ Urban
0	0	0	28696	No	164841	14	0	No	Bachelors	Clerical	49	Commercial	5920	49	0	M	4	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	45876	No	207530	14	1	Yes	High School	Professional	30	Private	18880	66	1	F	3	Sports Car	28353	No	7	Highly Urban/ Urban
0	0	0	106711	No	312123	6	0	Yes	High School	Blue Collar	26	Commercial	12630	46	3	F	4	SUV	9091	No	0	Highly Urban/ Urban
0	0	0	167127	No	468778	14	0	Yes	PhD	Lawyer	25	Private	20910	39	0	M	10	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	67140	No	228964	15	1	Yes	Bachelors	Blue Collar	72	Commercial	21130	55	0	F	9	Minivan	0	No	0	Highly Rural/ Rural
0	0	1	51778	No	123204	14	2	Yes	High School	Blue Collar	33	Private	7530	40	0	M	6	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	23863	No	143184	13	0	Yes	Masters	Lawyer	44	Private	11320	46	2	M	1	Pickup	7387	No	4	Highly Urban/ Urban
0	0	1	132114	Yes	0	10	2	No	Masters	Lawyer	33	Commercial	18810	41	2	M	3	Van	943	No	5	Highly Urban/ Urban
0	0	0	117609	No	362233	13	0	Yes	Masters	Lawyer	5	Private	17760	45	0	M	4	Van	0	No	0	Highly Urban/ Urban
0	0	0	184068	No	0	12	0	No	PhD	Doctor	31	Private	33080	56	0	M	7	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	75080	No	237088	12	0	Yes	Bachelors	Manager	37	Private	9010	41	2	F	1	SUV	6244	No	4	Highly Urban/ Urban
0	0	0	76744	No	231484	10	0	No	Bachelors	Blue Collar	62	Private	15300	46	0	F	16	SUV	0	No	0	Highly Urban/ Urban
0	0	0	140469	No	351523	7	0	Yes	Bachelors	Manager	8	Private	29170	39	0	F	1	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	38720	No	183228	12	0	Yes	Bachelors	Blue Collar	29	Commercial	10670	53	0	M	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	69852	No	214714	13	0	Yes	Bachelors	Professional	10	Private	6000	45	0	F	11	SUV	0	No	0	Highly Urban/ Urban
0	0	1	3747	No	0	9	1	Yes	High School	Student	38	Commercial	5100	36	0	F	10	Sports Car	0	No	3	Highly Rural/ Rural
0	0	0	0	No	0	0	0	No	High School	Student	64	Private	2630	49	0	M	10	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	35192	No	165343	16	2	Yes	High School	Clerical	30	Private	10920	59	0	F	7	SUV	0	No	0	Highly Rural/ Rural
0	0	0	0	Yes	92488	0	3	No	High School	Home Maker	28	Private	7120	40	0	F	7	Sports Car	0	No	3	Highly Rural/ Rural
0	0	0	189509	No	0	13	0	No	PhD	Manager	36	Private	27680	53	0	F	1	SUV	0	No	3	Highly Urban/ Urban
0	0	0	25505	No	0	9	0	No	High School	Blue Collar	40	Commercial	17330	40	0	F	1	SUV	0	No	1	Highly Urban/ Urban
0	0	1	30324	Yes	0	15	2	No	High School	Blue Collar	27	Private	11590	40	0	F	1	SUV	0	No	5	Highly Urban/ Urban
0	0	0	61793	No	226016	11	1	Yes	Masters	Professional	26	Private	28290	39	0	F	6	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	62894	No	242043	14	0	Yes	Bachelors	Professional	38	Private	14870	57	1	M	7	Minivan	3989	No	7	Highly Urban/ Urban
0	0	0	63799	No	0	13	0	No	High School	Blue Collar	43	Private	16050	50	1	M	1	Minivan	3754	No	3	Highly Urban/ Urban
0	0	1	130051	No	379840	9	3	Yes	Bachelors	Blue Collar	23	Commercial	23470	40	0	F	11	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	35678	No	158840	10	0	No	Bachelors	Student	73	Commercial	12610	46	0	F	14	SUV	0	No	0	Highly Urban/ Urban
0	0	0	51605	No	0	11	0	No	High School	Blue Collar	41	Private	15100	51	1	M	4	Minivan	30605	Yes	5	Highly Urban/ Urban
0	0	0	88117	Yes	236440	11	3	No	Bachelors	Blue Collar	55	Commercial	17400	35	0	F	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	63969	No	187263	13	0	No	High School	Blue Collar	42	Commercial	16210	59	3	F	4	Pickup	4733	No	11	Highly Urban/ Urban
0	0	0	102295	No	299916	12	0	No	PhD	Manager	18	Private	14320	54	0	M	4	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	0	No	75659	0	2	Yes	High School	Student	29	Private	6140	35	1	F	10	Sports Car	10139	No	0	Highly Urban/ Urban
0	0	0	41159	No	190351	9	0	Yes	High School	Clerical	28	Commercial	11120	55	0	M	6	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	48466	No	187224	15	0	Yes	Bachelors	Blue Collar	41	Commercial	29490	54	0	F	4	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	2680	No	0	10	0	No	PhD	Home Maker	53	Private	11380	52	0	F	11	Minivan	0	No	0	Highly Rural/ Rural
0	0	2	69434	No	230609	9	2	Yes	Bachelors	Blue Collar	49	Private	3860	36	2	M	4	Minivan	3367	No	0	Highly Urban/ Urban
0	0	0	77686	No	240777	11	0	Yes	PhD	Doctor	27	Private	27020	57	0	M	6	Minivan	0	No	3	Highly Urban/ Urban
0	0	0	75109	No	277896	6	0	No	Masters	Lawyer	26	Private	15350	45	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	1	59800	Yes	0	11	3	No	High School	Clerical	37	Private	11680	42	3	M	3	Pickup	6914	No	5	Highly Urban/ Urban
0	0	0	0	No	0	0	1	Yes	High School	Home Maker	42	Private	10860	29	0	F	1	SUV	0	Yes	0	Highly Urban/ Urban
0	0	0	46812	No	166668	11	0	Yes	Masters	Lawyer	36	Private	10880	47	0	M	10	Pickup	0	Yes	0	Highly Urban/ Urban
0	0	0	97475	No	158840	11	0	No	High School	Manager	51	Private	21440	46	1	F	4	Sports Car	8393	No	5	Highly Urban/ Urban
0	0	0	46018	No	158840	16	0	Yes	Bachelors	Professional	13	Private	16700	46	1	F	4	Minivan	1003	No	0	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	High School	Student	25	Commercial	4500	30	3	M	1	Pickup	2409	No	3	Highly Urban/ Urban
0	0	0	27496	No	152043	10	2	Yes	High School	Clerical	47	Commercial	35890	43	0	F	6	Panel Truck	0	Yes	0	Highly Rural/ Rural
0	0	0	49548	No	0	12	0	No	High School	Clerical	29	Private	7120	37	0	F	6	SUV	0	No	0	Highly Rural/ Rural
0	0	0	93401	No	0	11	0	No	Bachelors	Manager	12	Commercial	28100	57	2	F	6	Pickup	7314	No	5	Highly Urban/ Urban
0	0	0	82886	No	237613	12	0	Yes	PhD	Home Maker	26	Private	21480	51	2	F	3	Sports Car	26426	No	3	Highly Rural/ Rural
0	0	3	47456	No	165012	12	3	Yes	High School	Blue Collar	36	Commercial	25920	40	1	M	1	Panel Truck	3402	No	0	Highly Urban/ Urban
0	0	0	39144	Yes	0	12	2	No	High School	Blue Collar	34	Private	5410	32	3	F	4	SUV	23418	Yes	5	Highly Urban/ Urban
0	0	0	34508	No	183694	6	0	Yes	High School	Clerical	14	Private	8430	46	3	F	1	SUV	25401	No	1	Highly Rural/ Rural
0	0	1	51778	No	113408	6	1	Yes	High School	Clerical	52	Private	7340	38	0	F	7	SUV	0	No	0	Highly Urban/ Urban
0	0	0	73671	No	158840	12	0	Yes	Masters	Lawyer	6	Private	22420	50	0	F	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	89659	No	0	11	0	No	Bachelors	Professional	31	Private	1500	49	2	M	4	Minivan	5064	No	1	Highly Urban/ Urban
0	0	0	141546	No	351285	7	0	No	PhD	Manager	18	Commercial	29330	51	2	M	4	Panel Truck	1184	No	4	Highly Urban/ Urban
0	0	0	34705	No	173076	14	0	Yes	High School	Blue Collar	50	Commercial	9570	46	0	M	7	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	High School	Student	40	Private	1630	38	2	F	4	Sports Car	9228	No	7	Highly Urban/ Urban
0	0	0	69546	No	186300	12	2	Yes	High School	Blue Collar	33	Commercial	12050	36	2	F	1	Sports Car	5106	No	1	Highly Urban/ Urban
0	0	0	137815	Yes	0	10	1	No	Bachelors	Manager	33	Private	16160	41	0	F	9	Minivan	0	Yes	1	Highly Urban/ Urban
0	0	0	43505	No	107149	9	0	No	Bachelors	Clerical	37	Private	10780	43	1	F	4	SUV	3904	No	5	Highly Urban/ Urban
0	0	0	48762	No	176946	12	3	Yes	High School	Clerical	26	Private	28090	41	2	F	1	Minivan	3996	No	4	Highly Urban/ Urban
0	0	2	71119	Yes	0	10	2	No	Bachelors	Clerical	43	Private	15600	45	3	F	1	Minivan	3534	No	5	Highly Urban/ Urban
0	0	1	40608	Yes	176832	11	2	No	High School	Clerical	20	Private	9130	39	0	F	9	SUV	0	No	3	Highly Urban/ Urban
0	0	0	50260	No	178766	11	0	Yes	High School	Professional	36	Private	20490	43	0	F	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	32645	No	190491	9	0	Yes	PhD	Doctor	51	Private	8360	36	3	M	4	Minivan	7466	No	0	Highly Urban/ Urban
0	0	2	64990	No	197575	11	2	Yes	High School	Professional	5	Commercial	17510	39	0	F	10	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	107012	No	322746	13	0	Yes	Masters	Manager	43	Commercial	28300	45	0	M	4	Panel Truck	0	No	3	Highly Urban/ Urban
0	0	0	76216	No	0	7	0	No	Masters	Home Maker	56	Private	13720	46	0	F	4	SUV	0	Yes	3	Highly Urban/ Urban
0	0	1	51778	No	253662	8	1	Yes	High School	Blue Collar	5	Commercial	12430	51	1	M	1	Minivan	9000	No	0	Highly Urban/ Urban
0	0	0	51512	No	0	12	0	No	Bachelors	Clerical	29	Commercial	9160	55	0	M	6	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	37098	No	158840	14	0	No	Masters	Lawyer	24	Commercial	10310	51	3	M	7	Pickup	9736	No	2	Highly Urban/ Urban
0	0	1	100796	Yes	0	9	1	No	Bachelors	Professional	26	Private	16860	38	4	M	6	Minivan	3011	No	0	Highly Urban/ Urban
0	0	0	71402	No	210868	12	1	Yes	Masters	Lawyer	21	Commercial	27250	43	3	F	1	Panel Truck	9712	No	1	Highly Urban/ Urban
0	0	0	0	No	158840	0	0	No	High School	Home Maker	8	Private	6500	50	0	F	7	SUV	0	No	0	Highly Urban/ Urban
0	0	0	24365	Yes	0	13	3	No	High School	Student	9	Commercial	6840	29	1	F	7	SUV	36744	Yes	2	Highly Urban/ Urban
0	0	0	51778	Yes	0	11	2	No	Bachelors	Professional	5	Private	16080	40	0	M	3	Minivan	0	No	0	Highly Urban/ Urban
0	0	2	53073	Yes	213525	12	3	No	Masters	Lawyer	39	Private	23100	43	4	F	10	Pickup	5328	No	5	Highly Urban/ Urban
0	0	0	0	No	148315	0	0	Yes	High School	Student	62	Private	7070	52	0	M	4	Pickup	0	No	2	Highly Rural/ Rural
0	0	0	46993	No	175488	8	0	Yes	Bachelors	Blue Collar	40	Commercial	11300	51	4	F	1	Minivan	4219	No	3	Highly Urban/ Urban
0	0	0	16468	No	127759	9	0	Yes	High School	Clerical	19	Private	16540	48	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	1	83803	Yes	285833	12	2	No	High School	Blue Collar	31	Commercial	19050	43	2	F	7	SUV	1670	No	2	Highly Rural/ Rural
0	0	1	63215	No	202136	11	2	Yes	Bachelors	Professional	9	Private	12930	44	1	F	6	SUV	7746	No	5	Highly Urban/ Urban
0	0	0	128026	No	350087	12	0	Yes	PhD	Manager	27	Commercial	21170	46	0	F	6	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	74356	No	233461	10	1	Yes	Bachelors	Manager	41	Private	1500	34	2	F	13	SUV	5926	No	8	Highly Urban/ Urban
0	0	1	29251	Yes	158840	6	3	No	High School	Clerical	37	Private	22300	37	0	F	12	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	11550	No	104450	11	2	Yes	High School	Clerical	23	Private	6180	28	0	M	1	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	124745	No	0	11	0	No	Masters	Lawyer	45	Private	27150	45	0	F	6	Pickup	0	No	2	Highly Urban/ Urban
0	0	0	71939	No	0	11	0	No	Bachelors	Manager	14	Private	13790	51	0	M	1	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	36073	No	158840	11	2	Yes	High School	Clerical	32	Commercial	22690	37	4	M	6	Panel Truck	8193	No	5	Highly Urban/ Urban
0	0	2	142551	Yes	391566	13	2	No	Masters	Lawyer	16	Private	5900	44	1	F	11	Sports Car	39019	No	8	Highly Urban/ Urban
0	0	0	69496	No	0	7	0	No	High School	Professional	43	Commercial	24310	47	0	M	10	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	41068	No	0	10	0	No	High School	Blue Collar	28	Commercial	21130	49	2	M	6	Van	7463	No	0	Highly Urban/ Urban
0	0	0	51221	No	166715	9	1	Yes	High School	Clerical	51	Private	16550	45	0	M	1	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	PhD	Home Maker	26	Private	22490	44	0	F	11	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	96057	No	245655	13	0	Yes	Bachelors	Professional	76	Commercial	27660	49	0	M	6	Panel Truck	0	No	2	Highly Urban/ Urban
0	0	0	37684	No	155474	5	0	No	Masters	Professional	29	Private	11040	35	2	M	1	Minivan	9788	No	3	Highly Urban/ Urban
0	0	0	56281	No	179309	11	0	No	Bachelors	Manager	54	Private	11230	41	1	M	1	Minivan	5916	No	1	Highly Urban/ Urban
0	0	0	50384	No	191197	11	1	Yes	Bachelors	Manager	38	Private	14990	56	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	57910	No	229038	11	0	Yes	Masters	Lawyer	13	Private	13610	51	0	M	10	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	141776	No	352314	12	1	Yes	PhD	Doctor	62	Commercial	22220	41	0	M	4	Van	0	No	0	Highly Rural/ Rural
0	0	0	30735	No	136298	19	4	Yes	High School	Clerical	15	Private	21430	38	0	F	10	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	104346	No	319207	11	0	Yes	High School	Blue Collar	33	Commercial	24860	51	1	F	17	Minivan	2131	No	3	Highly Urban/ Urban
0	0	0	34580	No	195895	11	0	Yes	Masters	Lawyer	12	Private	20880	62	1	F	1	Minivan	6200	No	3	Highly Rural/ Rural
0	0	0	130087	No	0	8	0	No	Masters	Lawyer	28	Private	11980	47	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	0	59233	No	167038	9	0	No	Bachelors	Blue Collar	14	Commercial	21420	47	0	F	1	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	91924	No	249756	11	0	Yes	High School	Blue Collar	5	Commercial	19330	53	1	M	13	Van	20463	Yes	3	Highly Urban/ Urban
0	0	0	60936	No	254729	12	0	Yes	Bachelors	Professional	24	Private	14220	47	0	M	10	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	132536	No	368061	8	0	Yes	Bachelors	Professional	43	Commercial	20050	53	0	M	1	Van	0	No	0	Highly Urban/ Urban
0	0	0	41341	No	0	12	0	No	Masters	Lawyer	24	Private	10690	55	0	F	7	Minivan	0	Yes	0	Highly Urban/ Urban
0	0	0	37771	No	169247	7	0	Yes	Bachelors	Home Maker	44	Private	9380	41	0	F	4	SUV	0	No	0	Highly Rural/ Rural
0	0	0	112246	No	0	13	0	No	PhD	Lawyer	10	Private	17180	56	0	M	7	Van	0	No	2	Highly Urban/ Urban
0	0	0	94513	No	256582	7	0	Yes	Bachelors	Manager	20	Private	19120	38	0	F	10	SUV	0	No	0	Highly Urban/ Urban
0	0	0	146309	No	426818	12	0	Yes	Masters	Lawyer	11	Private	34460	56	0	F	6	Pickup	0	No	3	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	High School	Home Maker	40	Private	12860	41	0	F	4	SUV	0	No	0	Highly Rural/ Rural
0	0	0	40818	No	0	12	0	No	Masters	Lawyer	34	Private	10980	54	2	F	1	SUV	5050	No	0	Highly Urban/ Urban
0	0	0	30348	Yes	128843	8	1	No	Bachelors	Clerical	47	Private	4600	31	1	M	10	Minivan	2118	No	4	Highly Urban/ Urban
0	0	0	203920	No	488199	14	0	Yes	High School	Blue Collar	42	Commercial	27990	61	0	M	1	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	7356	No	0	14	0	Yes	High School	Student	20	Private	3030	52	2	M	1	Minivan	6796	No	0	Highly Urban/ Urban
0	0	0	111619	No	158840	10	0	No	Masters	Lawyer	24	Private	28390	39	0	M	4	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	42209	No	0	15	0	No	High School	Blue Collar	22	Commercial	16250	63	3	M	1	SUV	6379	No	8	Highly Urban/ Urban
0	0	0	72537	No	0	12	0	No	Bachelors	Blue Collar	23	Commercial	18880	53	0	M	1	Van	0	No	3	Highly Urban/ Urban
0	0	0	0	No	0	0	0	Yes	High School	Home Maker	49	Private	5700	41	3	F	7	SUV	50807	No	0	Highly Rural/ Rural
0	0	0	36143	Yes	0	12	2	No	High School	Clerical	44	Private	5400	39	0	M	1	Pickup	0	No	0	Highly Rural/ Rural
0	0	3	54391	No	219806	14	3	Yes	Bachelors	Clerical	22	Commercial	22720	45	0	M	1	Panel Truck	0	No	0	Highly Rural/ Rural
0	0	0	141318	No	411675	11	0	Yes	Masters	Lawyer	38	Private	15630	54	0	F	15	SUV	0	No	0	Highly Urban/ Urban
0	0	0	58310	No	0	12	0	No	High School	Blue Collar	33	Private	8470	35	0	M	1	Pickup	0	No	2	Highly Urban/ Urban
0	0	0	30012	No	0	9	0	No	Masters	Manager	17	Private	15990	53	0	F	17	Minivan	0	Yes	0	Highly Urban/ Urban
0	0	0	25620	No	141115	11	0	Yes	High School	Clerical	64	Commercial	8760	47	0	M	1	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	25645	No	120237	14	0	Yes	High School	Clerical	50	Private	15490	40	2	F	1	SUV	5375	No	0	Highly Urban/ Urban
0	0	0	0	No	0	11	0	No	High School	Student	29	Private	17160	54	0	F	1	SUV	0	No	0	Highly Rural/ Rural
0	0	1	82356	No	244354	13	2	Yes	High School	Blue Collar	33	Commercial	21600	43	0	M	1	Van	0	No	0	Highly Urban/ Urban
0	0	0	14041	No	122698	15	2	Yes	High School	Clerical	30	Private	11100	44	2	F	4	Pickup	1297	No	0	Highly Urban/ Urban
0	0	0	103185	No	299281	12	2	Yes	Masters	Lawyer	9	Private	11140	30	0	F	7	SUV	0	No	0	Highly Urban/ Urban
0	0	0	0	No	88189	0	0	Yes	Bachelors	Home Maker	44	Private	1500	50	2	F	11	Sports Car	26452	No	0	Highly Urban/ Urban
0	0	0	35738	No	138610	12	2	Yes	High School	Clerical	46	Private	12900	37	0	F	1	SUV	0	No	1	Highly Urban/ Urban
0	0	0	63807	No	199353	11	0	No	Masters	Lawyer	50	Private	2250	52	4	M	9	Minivan	9155	No	0	Highly Urban/ Urban
0	0	2	8287	No	160005	9	2	Yes	Bachelors	Home Maker	63	Private	10800	60	4	F	1	Minivan	937	No	0	Highly Urban/ Urban
0	0	0	61597	No	207095	10	0	Yes	Bachelors	Manager	25	Commercial	19310	44	1	M	6	Van	2576	No	0	Highly Urban/ Urban
0	0	2	57379	Yes	0	8	2	No	High School	Blue Collar	37	Commercial	20040	42	0	F	1	Sports Car	0	Yes	2	Highly Urban/ Urban
0	0	1	35653	No	135668	12	2	Yes	High School	Blue Collar	34	Private	8870	38	0	M	1	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	46138	Yes	196543	7	1	No	Bachelors	Professional	30	Private	14870	38	3	F	10	Sports Car	14954	No	2	Highly Urban/ Urban
0	0	0	37364	Yes	173675	9	1	No	Masters	Lawyer	49	Private	8640	34	3	F	8	SUV	43725	Yes	1	Highly Urban/ Urban
0	0	0	0	No	81350	0	0	Yes	High School	Home Maker	33	Private	13570	54	0	F	7	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	51778	No	0	13	0	Yes	High School	Student	18	Commercial	6880	47	0	M	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	70135	No	0	11	0	No	Masters	Manager	5	Commercial	8510	50	0	M	1	Pickup	0	No	3	Highly Urban/ Urban
0	0	0	65940	No	231593	13	1	Yes	Bachelors	Professional	43	Private	14510	45	0	M	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	108776	No	278542	9	0	Yes	Bachelors	Manager	47	Private	9150	47	0	F	1	SUV	0	No	1	Highly Urban/ Urban
0	0	0	60245	No	191309	10	0	Yes	Bachelors	Home Maker	48	Private	26500	45	0	F	13	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	34358	No	0	10	0	No	High School	Blue Collar	36	Commercial	13930	44	0	F	6	Sports Car	0	No	1	Highly Rural/ Rural
0	0	0	105173	No	310049	14	0	Yes	PhD	Doctor	34	Private	22300	60	2	F	4	Sports Car	4634	No	0	Highly Urban/ Urban
0	0	2	51778	No	181752	7	3	Yes	Bachelors	Student	38	Private	10810	45	0	F	13	Sports Car	0	Yes	1	Highly Urban/ Urban
0	0	0	90672	No	0	10	0	No	Masters	Manager	43	Private	7300	58	2	M	1	Pickup	9090	No	0	Highly Urban/ Urban
0	0	0	15210	No	147599	14	2	Yes	High School	Student	50	Private	11650	59	0	F	1	SUV	0	No	0	Highly Rural/ Rural
0	0	0	0	No	0	0	0	Yes	High School	Student	31	Commercial	12530	53	2	F	6	Minivan	2796	No	7	Highly Urban/ Urban
0	0	0	71537	No	182239	11	0	No	Bachelors	Professional	22	Private	25530	41	0	F	13	Van	0	No	0	Highly Urban/ Urban
0	0	2	9750	No	0	18	3	Yes	High School	Student	50	Private	2480	58	2	M	1	Minivan	3741	Yes	3	Highly Urban/ Urban
0	0	0	106915	No	306616	13	0	Yes	High School	Manager	24	Commercial	34580	49	0	M	13	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	59675	No	240945	8	0	Yes	Bachelors	Professional	39	Private	28790	56	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	0	No	64888	0	0	Yes	Masters	Lawyer	24	Private	33290	53	0	F	6	Minivan	0	No	3	Highly Urban/ Urban
0	0	0	59388	No	183997	15	1	Yes	Bachelors	Blue Collar	56	Commercial	21820	30	0	F	4	Sports Car	0	Yes	1	Highly Rural/ Rural
0	0	0	0	Yes	0	0	3	No	High School	Student	41	Commercial	4100	26	0	M	1	Minivan	0	No	3	Highly Urban/ Urban
0	0	0	16167	Yes	0	15	5	No	High School	Clerical	66	Private	6520	34	0	F	1	Sports Car	0	Yes	1	Highly Rural/ Rural
0	0	2	59395	No	209595	12	2	Yes	Masters	Lawyer	64	Private	11240	38	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	0	85402	No	0	7	0	No	Bachelors	Manager	32	Private	11180	32	1	F	7	SUV	5924	No	1	Highly Urban/ Urban
0	0	0	38462	No	189718	11	0	Yes	High School	Clerical	37	Private	25900	50	0	F	10	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	61094	No	175634	17	3	Yes	Bachelors	Blue Collar	45	Commercial	6000	45	1	F	6	SUV	5528	No	0	Highly Urban/ Urban
0	0	0	2540	No	107045	11	0	Yes	High School	Home Maker	35	Private	5220	35	2	F	6	Sports Car	7714	No	5	Highly Urban/ Urban
0	0	0	51778	No	185796	9	3	Yes	High School	Blue Collar	45	Commercial	9120	33	0	M	10	Pickup	0	Yes	1	Highly Urban/ Urban
0	0	1	76159	Yes	158840	11	2	No	Bachelors	Professional	52	Private	20270	43	2	F	3	Pickup	3255	No	1	Highly Urban/ Urban
0	0	0	24897	No	166510	12	4	Yes	High School	Clerical	26	Commercial	7390	34	2	M	17	Pickup	23866	No	2	Highly Urban/ Urban
0	0	2	65759	No	236449	13	2	Yes	High School	Professional	53	Private	12080	40	0	F	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	0	No	0	0	2	Yes	High School	Home Maker	32	Private	5430	33	0	F	6	SUV	0	Yes	3	Highly Urban/ Urban
0	0	0	25037	Yes	0	4	1	No	High School	Clerical	31	Private	14280	33	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	0	39786	No	0	11	0	No	High School	Manager	5	Private	15960	36	2	M	4	Minivan	19115	Yes	3	Highly Urban/ Urban
0	0	0	62708	No	233154	11	1	Yes	Bachelors	Professional	48	Private	18000	34	3	F	16	Pickup	51345	Yes	1	Highly Urban/ Urban
0	0	0	102861	No	0	8	0	No	Masters	Lawyer	43	Private	19220	48	0	M	1	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	53420	No	190092	8	0	Yes	Bachelors	Professional	65	Commercial	24910	45	0	M	1	Panel Truck	0	No	2	Highly Urban/ Urban
0	0	0	31497	No	197502	15	2	Yes	High School	Blue Collar	5	Private	17120	45	1	F	6	Sports Car	6680	No	8	Highly Urban/ Urban
0	0	0	83664	No	217763	10	1	Yes	Bachelors	Blue Collar	54	Commercial	21100	33	3	M	4	Van	5495	No	7	Highly Urban/ Urban
0	0	1	22319	No	158840	14	2	Yes	High School	Blue Collar	47	Private	7530	38	0	F	3	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	210115	No	512934	13	0	No	PhD	Manager	30	Commercial	28560	59	2	M	4	Panel Truck	785	No	2	Highly Urban/ Urban
0	0	0	79941	No	215831	13	0	Yes	Masters	Lawyer	12	Commercial	30350	50	0	M	8	Panel Truck	0	No	1	Highly Urban/ Urban
0	0	1	34304	Yes	97504	5	1	No	High School	Clerical	57	Private	9030	41	0	M	6	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	33635	No	191957	12	0	Yes	High School	Blue Collar	55	Commercial	26790	46	2	F	7	Minivan	3960	No	3	Highly Urban/ Urban
0	0	0	29844	No	179613	8	0	Yes	High School	Clerical	47	Private	19080	49	0	F	4	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	133937	Yes	343257	15	2	No	Bachelors	Professional	26	Private	18290	34	0	M	1	Van	0	No	0	Highly Rural/ Rural
0	0	0	0	No	0	0	4	Yes	Bachelors	Student	38	Commercial	20570	29	0	F	4	Pickup	0	No	2	Highly Urban/ Urban
0	0	0	58112	No	0	7	0	No	Bachelors	Clerical	34	Private	15050	43	0	M	3	Minivan	0	No	2	Highly Rural/ Rural
0	0	3	96752	No	274947	15	3	Yes	Masters	Manager	22	Private	13860	42	0	M	10	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	34385	No	158840	15	2	Yes	High School	Student	34	Commercial	5000	35	3	M	19	Pickup	7788	No	4	Highly Urban/ Urban
0	0	0	101077	No	158840	12	0	Yes	Masters	Lawyer	42	Commercial	22850	36	0	M	4	Panel Truck	0	No	3	Highly Urban/ Urban
0	0	0	39953	No	166747	19	4	Yes	High School	Blue Collar	43	Commercial	22780	57	1	F	1	Pickup	7119	No	8	Highly Urban/ Urban
0	0	0	33303	No	161352	14	0	Yes	High School	Manager	48	Private	29770	53	0	F	6	SUV	0	Yes	2	Highly Urban/ Urban
0	0	0	181453	No	460598	11	0	Yes	Masters	Lawyer	63	Private	23450	38	2	F	4	Minivan	19336	Yes	3	Highly Urban/ Urban
0	0	0	40764	No	158061	9	0	Yes	PhD	Manager	16	Private	11400	47	0	F	1	Sports Car	0	No	1	Highly Urban/ Urban
0	0	0	51778	No	216473	11	3	Yes	Masters	Lawyer	59	Private	12180	28	3	F	10	SUV	7820	No	3	Highly Urban/ Urban
0	0	0	96238	No	290724	10	0	Yes	Masters	Lawyer	40	Private	13130	64	0	M	1	SUV	0	No	2	Highly Urban/ Urban
0	0	0	40015	No	152243	6	0	No	High School	Blue Collar	50	Commercial	23400	17	2	M	7	Panel Truck	2047	No	7	Highly Urban/ Urban
0	0	0	57136	No	192619	11	0	Yes	High School	Professional	55	Commercial	11810	46	1	M	8	Pickup	8446	No	7	Highly Urban/ Urban
0	0	0	61082	No	177094	13	0	Yes	Bachelors	Manager	48	Private	13520	50	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	0	52411	No	158113	14	0	Yes	Bachelors	Manager	14	Private	11340	46	0	M	6	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	67702	No	181552	12	0	Yes	Bachelors	Blue Collar	11	Commercial	11770	35	3	M	1	Pickup	48743	Yes	6	Highly Urban/ Urban
0	0	0	0	No	0	0	0	Yes	High School	Student	23	Commercial	33540	48	0	M	4	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	153831	No	0	10	0	No	Masters	Lawyer	35	Commercial	37320	58	0	F	6	Pickup	0	Yes	0	Highly Urban/ Urban
0	0	2	51778	No	99103	0	2	Yes	High School	Home Maker	46	Private	5400	39	0	F	1	Sports Car	0	No	1	Highly Rural/ Rural
0	0	0	82109	No	267268	8	0	No	PhD	Doctor	18	Private	13310	36	2	F	1	SUV	3087	No	0	Highly Urban/ Urban
0	0	0	291182	No	669271	12	0	Yes	PhD	Doctor	16	Commercial	7000	55	2	M	8	Pickup	22215	Yes	0	Highly Urban/ Urban
0	0	0	126483	No	388549	11	0	Yes	PhD	Doctor	36	Commercial	30610	40	1	M	6	Panel Truck	1853	No	2	Highly Urban/ Urban
0	0	0	175117	No	158840	13	0	No	Masters	Manager	28	Commercial	28290	46	0	M	7	Panel Truck	0	No	2	Highly Urban/ Urban
0	0	0	53940	No	182684	14	2	Yes	High School	Blue Collar	32	Commercial	24510	41	1	F	1	Pickup	24295	Yes	3	Highly Urban/ Urban
0	0	0	49182	No	186066	9	0	Yes	Bachelors	Blue Collar	28	Commercial	10420	40	0	M	4	Pickup	0	No	0	Highly Urban/ Urban
0	0	1	104088	No	296329	13	3	Yes	Bachelors	Professional	23	Commercial	31920	41	2	F	6	Van	6274	No	0	Highly Urban/ Urban
0	0	0	24933	No	112656	11	0	Yes	High School	Clerical	29	Private	14380	37	2	M	1	Minivan	5095	No	0	Highly Urban/ Urban
0	0	0	144202	Yes	0	13	1	No	Bachelors	Professional	50	Private	21970	60	1	M	6	Van	40682	No	6	Highly Urban/ Urban
0	0	0	2947	No	0	17	3	Yes	High School	Student	24	Private	5690	39	0	F	7	SUV	0	No	2	Highly Rural/ Rural
0	0	0	116008	No	318397	13	0	Yes	Masters	Manager	36	Private	6200	47	0	F	6	SUV	0	No	1	Highly Urban/ Urban
0	0	0	113153	No	281454	7	0	Yes	Bachelors	Professional	45	Commercial	38340	37	1	M	10	Panel Truck	3841	No	6	Highly Urban/ Urban
0	0	1	96011	Yes	320017	11	2	No	Bachelors	Professional	39	Private	22070	43	1	F	3	SUV	44668	Yes	0	Highly Urban/ Urban
0	0	0	73574	No	224049	7	0	Yes	High School	Professional	13	Commercial	27520	52	0	M	1	Panel Truck	0	Yes	0	Highly Urban/ Urban
0	0	0	34628	No	159544	14	0	Yes	High School	Professional	43	Private	20310	49	2	M	3	Van	7467	No	3	Highly Urban/ Urban
0	0	3	69245	No	245316	15	3	Yes	Masters	Manager	16	Private	3520	43	2	M	1	Minivan	8167	No	5	Highly Urban/ Urban
0	0	0	139157	No	0	10	0	No	PhD	Professional	23	Private	6900	54	0	F	1	SUV	0	No	4	Highly Urban/ Urban
0	0	0	139975	No	158840	14	0	Yes	Bachelors	Manager	26	Commercial	32570	41	0	M	13	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	40495	No	196730	15	0	Yes	High School	Blue Collar	5	Private	10250	47	0	M	10	Pickup	0	No	0	Highly Urban/ Urban
0	0	2	0	Yes	0	0	3	No	High School	Student	47	Private	5100	36	2	M	9	Pickup	7205	No	1	Highly Urban/ Urban
0	0	0	111718	No	304908	11	1	Yes	Bachelors	Blue Collar	44	Private	19890	33	0	F	6	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	56782	No	192337	10	1	Yes	Bachelors	Professional	29	Private	10280	31	2	M	14	Pickup	2548	No	2	Highly Urban/ Urban
0	0	0	106161	No	282961	12	0	Yes	Bachelors	Blue Collar	31	Commercial	18020	49	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	1	16641	No	0	16	2	Yes	Bachelors	Student	32	Commercial	22930	40	0	M	6	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	85894	No	302832	10	0	Yes	Masters	Manager	37	Private	23990	65	0	M	3	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	27370	No	111642	12	0	Yes	High School	Clerical	14	Private	22880	38	0	M	4	Minivan	0	Yes	0	Highly Urban/ Urban
0	0	0	63339	No	0	13	0	No	High School	Blue Collar	33	Commercial	8450	54	0	M	10	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	26301	No	0	14	0	Yes	Bachelors	Student	32	Commercial	19780	49	1	F	4	SUV	1645	No	3	Highly Urban/ Urban
0	0	0	46507	No	153166	13	0	Yes	High School	Professional	32	Private	5590	49	3	F	6	SUV	14074	Yes	0	Highly Urban/ Urban
0	0	0	43636	No	0	9	0	No	Bachelors	Student	34	Private	8910	48	3	F	20	SUV	957	No	5	Highly Urban/ Urban
0	0	0	128221	No	303037	15	0	No	Masters	Lawyer	71	Private	19610	51	0	M	3	Van	0	No	0	Highly Urban/ Urban
0	0	0	40466	No	0	13	0	No	High School	Clerical	21	Private	5600	41	0	F	10	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	42492	No	163297	13	1	Yes	High School	Clerical	14	Private	8850	31	3	M	1	Pickup	1109	No	5	Highly Urban/ Urban
0	0	0	59963	No	195091	10	0	Yes	PhD	Doctor	18	Commercial	24400	47	3	M	6	Panel Truck	23116	Yes	0	Highly Urban/ Urban
0	0	0	51778	No	274564	15	0	Yes	Masters	Lawyer	40	Private	14590	49	0	F	4	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	39833	No	156508	12	0	Yes	High School	Blue Collar	32	Private	5480	55	1	F	12	Sports Car	8806	No	3	Highly Urban/ Urban
0	0	0	177365	No	158840	11	0	Yes	Masters	Lawyer	20	Private	49940	45	0	F	7	Sports Car	0	No	3	Highly Urban/ Urban
0	0	0	18189	No	128578	7	0	Yes	High School	Clerical	12	Commercial	17350	44	0	M	10	Van	0	No	0	Highly Urban/ Urban
0	0	0	15732	No	104143	14	0	Yes	Bachelors	Home Maker	45	Private	1500	51	3	F	1	SUV	5379	No	7	Highly Urban/ Urban
0	0	0	4843	Yes	0	8	1	No	High School	Student	21	Private	1980	28	3	M	9	Minivan	3018	No	5	Highly Urban/ Urban
0	0	0	35293	No	0	13	0	No	High School	Clerical	28	Private	9330	43	0	F	6	SUV	0	No	0	Highly Rural/ Rural
0	0	1	31212	No	155824	13	2	Yes	High School	Clerical	36	Private	10100	37	2	M	1	Pickup	11626	No	0	Highly Urban/ Urban
0	0	0	82971	No	240550	8	2	Yes	Masters	Lawyer	40	Commercial	23710	37	0	F	1	Pickup	0	No	2	Highly Urban/ Urban
0	0	2	72710	Yes	0	12	2	No	Masters	Home Maker	67	Private	18710	42	0	F	10	Sports Car	0	No	1	Highly Rural/ Rural
0	0	0	74546	No	245205	12	3	Yes	Bachelors	Blue Collar	22	Commercial	12250	33	3	M	1	Minivan	3961	No	5	Highly Urban/ Urban
0	0	0	97890	No	325876	16	0	Yes	Masters	Lawyer	10	Private	25040	55	0	M	4	Minivan	0	No	0	Highly Urban/ Urban
0	0	1	173412	No	431274	16	1	Yes	PhD	Professional	16	Commercial	41710	44	0	M	6	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	207123	Yes	488301	11	3	No	PhD	Doctor	42	Commercial	34320	45	4	F	1	Pickup	583	No	3	Highly Urban/ Urban
0	0	0	75983	No	252802	5	0	Yes	Masters	Lawyer	17	Commercial	22100	46	0	M	4	Van	0	No	0	Highly Urban/ Urban
0	0	0	29250	No	159239	14	2	Yes	High School	Blue Collar	45	Commercial	23380	35	0	F	1	Pickup	0	No	1	Highly Urban/ Urban
0	0	0	98175	No	321272	12	1	Yes	Masters	Lawyer	27	Private	16220	49	0	F	3	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	2726	No	0	9	0	Yes	High School	Student	51	Private	1770	38	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	1	65402	No	202381	9	1	Yes	High School	Blue Collar	62	Private	11740	37	0	F	1	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	45771	No	200101	14	0	Yes	High School	Professional	61	Private	13760	51	0	M	6	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	43560	No	174690	13	0	Yes	Bachelors	Clerical	35	Commercial	10760	49	0	M	4	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	0	No	105542	0	0	Yes	High School	Home Maker	24	Private	19250	48	2	F	13	Sports Car	5245	No	2	Highly Urban/ Urban
0	0	0	167365	No	404405	11	0	No	PhD	Doctor	48	Commercial	35640	50	0	M	4	Panel Truck	0	No	1	Highly Urban/ Urban
0	0	0	51778	No	0	0	0	Yes	High School	Student	7	Private	21550	57	1	M	3	Minivan	42944	Yes	0	Highly Urban/ Urban
0	0	0	0	No	0	0	0	Yes	Bachelors	Student	45	Commercial	6300	48	0	M	1	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	2861	No	118797	13	0	Yes	High School	Home Maker	39	Private	23740	62	0	F	11	Sports Car	0	No	2	Highly Rural/ Rural
0	0	0	56253	No	142627	12	2	Yes	Bachelors	Professional	9	Commercial	6600	30	1	M	10	Pickup	2986	No	5	Highly Urban/ Urban
0	0	0	114746	No	336124	13	0	Yes	Masters	Lawyer	13	Private	12970	53	0	F	6	SUV	0	No	1	Highly Urban/ Urban
0	0	0	22632	No	142769	11	0	No	High School	Blue Collar	56	Private	19970	37	0	F	13	Pickup	0	Yes	1	Highly Urban/ Urban
0	0	0	51778	No	322926	12	0	Yes	PhD	Manager	5	Private	11160	45	0	F	1	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	124375	No	339138	11	3	Yes	Masters	Lawyer	47	Commercial	29920	42	2	M	1	Panel Truck	3199	No	4	Highly Urban/ Urban
0	0	0	34101	No	0	13	0	No	High School	Blue Collar	15	Private	12580	50	0	F	4	SUV	0	No	0	Highly Urban/ Urban
0	0	0	18635	No	119212	14	0	Yes	High School	Blue Collar	14	Private	14970	53	3	M	6	Minivan	1358	No	5	Highly Urban/ Urban
0	0	0	2346	No	99554	12	0	Yes	Bachelors	Student	25	Commercial	24500	43	0	F	10	Van	0	No	0	Highly Urban/ Urban
0	0	2	130454	No	321982	11	2	Yes	Masters	Manager	27	Private	28370	42	0	F	7	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	109639	No	317460	12	0	Yes	Masters	Lawyer	44	Private	17460	50	3	F	4	Sports Car	5516	No	6	Highly Urban/ Urban
0	0	0	29138	No	0	16	0	No	Masters	Lawyer	16	Private	6390	51	0	F	1	SUV	0	No	0	Highly Rural/ Rural
0	0	0	28535	No	145198	14	0	Yes	High School	Blue Collar	90	Commercial	9650	53	0	M	9	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	59152	No	236150	13	0	No	PhD	Doctor	49	Private	16150	56	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	42745	No	168433	9	1	Yes	High School	Blue Collar	25	Private	19670	40	3	M	16	Van	34492	Yes	3	Highly Urban/ Urban
0	0	1	31728	Yes	0	15	3	No	High School	Clerical	28	Private	9070	44	3	F	6	SUV	5897	No	5	Highly Urban/ Urban
0	0	0	100057	Yes	215744	6	1	No	High School	Blue Collar	45	Commercial	11250	32	0	M	6	Pickup	0	No	2	Highly Rural/ Rural
0	0	0	116602	No	295080	9	0	No	PhD	Doctor	42	Private	6100	46	0	M	7	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	18213	No	158150	13	0	No	High School	Clerical	49	Private	18540	63	2	F	1	Sports Car	5139	No	0	Highly Rural/ Rural
0	0	0	25713	No	0	8	0	Yes	High School	Student	31	Private	12470	43	0	F	1	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	101191	No	158840	10	0	No	Bachelors	Blue Collar	33	Commercial	11620	33	0	F	4	SUV	0	No	1	Highly Urban/ Urban
0	0	1	90596	Yes	0	12	1	No	Bachelors	Manager	19	Private	10560	38	0	M	1	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	70093	No	210623	13	0	Yes	Bachelors	Blue Collar	60	Private	8510	55	0	F	1	SUV	0	No	1	Highly Rural/ Rural
0	0	0	98980	No	335018	14	0	Yes	PhD	Doctor	36	Private	22460	55	0	M	3	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	85127	No	264482	14	3	Yes	Bachelors	Professional	45	Commercial	23610	39	0	M	1	Panel Truck	0	No	0	Highly Rural/ Rural
0	0	0	32655	No	148303	10	0	No	High School	Clerical	43	Private	8270	35	0	M	3	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	52146	No	207382	15	0	No	PhD	Doctor	24	Private	12710	60	0	M	11	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	51778	No	175750	11	0	Yes	Masters	Professional	50	Private	12560	47	0	F	6	SUV	0	No	0	Highly Urban/ Urban
0	0	0	16034	No	0	5	0	No	High School	Blue Collar	42	Private	7940	36	1	F	1	SUV	9459	No	1	Highly Urban/ Urban
0	0	0	26372	No	180846	12	2	Yes	High School	Clerical	54	Private	6870	35	0	M	1	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	63442	No	167921	11	0	No	PhD	Doctor	33	Private	23220	54	0	M	10	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	59142	No	180336	11	0	Yes	Masters	Manager	43	Private	12900	42	0	M	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	142002	No	345671	10	0	Yes	Bachelors	Manager	33	Private	19500	38	0	M	4	Minivan	0	No	4	Highly Urban/ Urban
0	0	0	54818	No	244266	10	0	Yes	Bachelors	Manager	48	Private	10880	39	0	M	4	Pickup	0	Yes	0	Highly Urban/ Urban
0	0	0	44763	No	0	12	0	No	High School	Blue Collar	39	Commercial	19070	46	0	F	4	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	42267	No	164891	12	0	Yes	Bachelors	Manager	7	Private	20170	56	0	F	1	SUV	0	No	1	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	High School	Student	41	Private	7970	48	0	M	1	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	40743	No	169213	12	0	Yes	High School	Clerical	14	Private	20040	48	0	F	10	Minivan	0	Yes	0	Highly Urban/ Urban
0	0	0	22626	No	60718	16	3	Yes	High School	Blue Collar	46	Private	1500	39	1	F	1	Sports Car	5764	No	3	Highly Urban/ Urban
0	0	0	51524	Yes	0	14	3	No	High School	Blue Collar	41	Private	20840	39	0	F	3	SUV	0	No	1	Highly Urban/ Urban
0	0	0	136408	Yes	0	13	2	No	PhD	Doctor	26	Commercial	22370	45	2	F	8	Pickup	1463	No	0	Highly Urban/ Urban
0	0	0	37239	No	191937	14	0	Yes	Masters	Manager	22	Private	11900	52	0	F	3	SUV	0	No	0	Highly Urban/ Urban
0	0	0	32713	No	166614	13	0	Yes	High School	Clerical	84	Commercial	32130	44	0	F	9	Pickup	0	No	1	Highly Urban/ Urban
0	0	0	51778	Yes	0	0	3	No	High School	Student	15	Private	5000	35	2	M	1	Minivan	3969	No	1	Highly Urban/ Urban
0	0	0	44839	No	195156	10	0	Yes	High School	Clerical	5	Commercial	27030	35	1	M	6	SUV	5068	No	2	Highly Rural/ Rural
0	0	0	77563	No	195375	14	1	Yes	High School	Blue Collar	21	Private	23750	45	0	F	15	SUV	0	No	0	Highly Urban/ Urban
0	0	0	44022	No	0	15	2	Yes	Bachelors	Student	41	Private	14670	56	2	F	4	Sports Car	8818	No	0	Highly Urban/ Urban
0	0	0	82444	No	226818	13	0	No	Masters	Lawyer	5	Commercial	9740	37	0	M	1	Pickup	0	No	1	Highly Urban/ Urban
0	0	0	0	No	145884	0	0	No	High School	Student	13	Commercial	7400	59	1	F	1	Sports Car	5259	No	1	Highly Urban/ Urban
0	0	1	0	No	82151	0	2	Yes	Bachelors	Home Maker	29	Private	4750	45	0	F	6	SUV	0	No	0	Highly Urban/ Urban
0	0	2	13393	No	125873	14	3	Yes	High School	Clerical	31	Private	5600	41	2	F	3	SUV	1479	No	5	Highly Urban/ Urban
0	0	0	47276	No	203372	15	0	Yes	Masters	Lawyer	30	Private	30480	63	0	M	3	SUV	0	No	1	Highly Urban/ Urban
0	0	0	142531	Yes	0	12	1	No	Masters	Professional	39	Private	20040	29	2	M	7	Van	5077	No	2	Highly Urban/ Urban
0	0	0	71892	No	211306	15	3	Yes	High School	Blue Collar	21	Commercial	27470	25	2	F	6	Pickup	3340	No	6	Highly Urban/ Urban
0	0	0	45803	Yes	158840	9	3	No	High School	Blue Collar	20	Commercial	11920	27	1	M	4	Pickup	2043	No	1	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	High School	Student	23	Commercial	17380	46	0	M	4	Van	0	No	3	Highly Rural/ Rural
0	0	0	122772	No	362667	15	0	Yes	PhD	Doctor	54	Private	13800	56	0	F	6	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	111655	Yes	0	11	2	No	Masters	Lawyer	41	Private	18430	32	0	F	4	SUV	0	No	1	Highly Urban/ Urban
0	0	0	34810	No	0	12	0	No	High School	Blue Collar	20	Commercial	9180	42	0	M	1	Pickup	0	No	1	Highly Rural/ Rural
0	0	0	0	No	0	0	1	Yes	High School	Student	48	Private	12500	32	1	M	7	Minivan	3983	No	3	Highly Urban/ Urban
0	0	0	46458	No	240926	13	2	Yes	High School	Blue Collar	41	Commercial	14250	45	0	F	10	SUV	0	Yes	0	Highly Urban/ Urban
0	0	0	36302	No	0	8	0	No	High School	Clerical	50	Private	11170	47	4	F	10	SUV	2549	No	3	Highly Urban/ Urban
0	0	0	51778	No	99602	15	0	Yes	High School	Student	45	Commercial	1500	53	0	M	1	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	94587	No	258739	13	0	No	Bachelors	Home Maker	18	Private	10370	51	0	F	7	SUV	0	Yes	2	Highly Urban/ Urban
0	0	0	17753	No	113850	13	2	Yes	High School	Clerical	37	Private	14760	34	0	F	1	SUV	0	No	2	Highly Urban/ Urban
0	0	0	42870	No	186519	13	0	Yes	High School	Manager	28	Commercial	11190	50	2	M	6	Pickup	7812	No	6	Highly Urban/ Urban
0	0	0	18917	No	118361	11	0	Yes	Bachelors	Professional	6	Commercial	9730	54	0	M	6	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	20676	No	148332	14	2	Yes	High School	Professional	51	Private	3570	44	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	0	112953	No	0	10	0	No	Masters	Lawyer	33	Commercial	23640	52	0	M	11	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	1	50840	Yes	204326	11	3	No	High School	Blue Collar	44	Commercial	10680	41	0	F	4	SUV	0	No	1	Highly Urban/ Urban
0	0	1	44830	Yes	187429	12	2	No	High School	Professional	35	Private	20040	60	3	M	4	Minivan	6456	No	1	Highly Urban/ Urban
0	0	0	12158	Yes	0	15	3	No	High School	Clerical	22	Private	22410	45	1	F	3	Minivan	3636	No	5	Highly Urban/ Urban
0	0	0	33037	No	118221	11	0	Yes	High School	Clerical	38	Private	9950	39	3	M	6	Pickup	5829	Yes	1	Highly Urban/ Urban
0	0	0	19483	No	81685	14	0	Yes	High School	Clerical	54	Private	9150	47	1	M	4	Pickup	20115	Yes	6	Highly Urban/ Urban
0	0	0	121075	No	0	9	0	No	Masters	Lawyer	16	Private	5800	43	3	F	1	SUV	2069	No	2	Highly Urban/ Urban
0	0	0	131277	No	0	14	0	No	PhD	Manager	30	Commercial	40580	55	2	F	10	Van	6680	No	3	Highly Urban/ Urban
0	0	0	9316	No	138563	5	0	No	PhD	Manager	10	Commercial	23570	49	1	M	6	Panel Truck	1208	Yes	2	Highly Urban/ Urban
0	0	1	0	No	0	0	3	Yes	High School	Student	32	Private	5340	38	1	F	14	SUV	5290	No	0	Highly Rural/ Rural
0	0	0	24696	No	0	13	0	Yes	Bachelors	Student	31	Commercial	7470	35	1	F	6	SUV	4350	No	2	Highly Urban/ Urban
0	0	0	0	No	0	0	0	Yes	High School	Student	23	Commercial	11610	49	1	M	10	Pickup	3996	No	5	Highly Urban/ Urban
0	0	0	132108	No	0	6	0	No	PhD	Doctor	11	Commercial	19010	43	1	M	11	Van	11909	No	4	Highly Urban/ Urban
0	0	0	51778	No	97670	14	0	No	Bachelors	Blue Collar	50	Commercial	10210	50	0	M	1	Pickup	0	No	5	Highly Urban/ Urban
0	0	0	18261	No	98659	11	0	Yes	High School	Blue Collar	32	Private	7100	56	0	F	1	SUV	0	No	0	Highly Rural/ Rural
0	0	0	78418	Yes	224245	12	3	No	High School	Professional	5	Private	21860	27	3	F	1	SUV	4740	No	0	Highly Urban/ Urban
0	0	2	52906	No	0	12	3	Yes	High School	Student	40	Private	11090	43	0	F	1	SUV	0	No	0	Highly Rural/ Rural
0	0	0	16980	No	138507	13	0	Yes	High School	Clerical	27	Private	10440	47	0	F	1	SUV	0	No	3	Highly Urban/ Urban
0	0	0	110911	No	335699	13	0	Yes	Bachelors	Professional	49	Commercial	25840	53	2	M	17	Panel Truck	10474	No	1	Highly Urban/ Urban
0	0	0	48654	No	157515	10	3	Yes	High School	Blue Collar	21	Private	17200	40	0	F	4	SUV	0	No	0	Highly Rural/ Rural
0	0	0	55019	No	206801	12	0	Yes	Bachelors	Professional	51	Private	11700	47	2	F	4	SUV	2257	No	3	Highly Urban/ Urban
0	0	0	15363	No	0	9	0	No	High School	Blue Collar	27	Commercial	18660	34	0	M	1	Van	0	Yes	3	Highly Urban/ Urban
0	0	0	114923	No	298946	11	0	Yes	PhD	Doctor	30	Private	17990	50	0	F	10	Minivan	0	No	7	Highly Urban/ Urban
0	0	1	96330	Yes	250551	8	2	No	Masters	Lawyer	23	Private	22060	41	1	M	1	Minivan	4165	No	4	Highly Urban/ Urban
0	0	0	33474	No	78982	12	0	Yes	High School	Clerical	23	Private	9940	44	1	M	10	Pickup	4266	No	1	Highly Urban/ Urban
0	0	0	46255	No	0	9	0	No	High School	Manager	37	Commercial	21180	35	2	M	4	Van	8194	No	2	Highly Urban/ Urban
0	0	0	45620	No	170796	10	0	Yes	Bachelors	Manager	20	Private	15020	50	0	F	10	Sports Car	0	No	3	Highly Urban/ Urban
0	0	0	84007	No	158840	11	3	Yes	Bachelors	Professional	24	Private	15980	44	2	M	6	Minivan	6935	No	8	Highly Urban/ Urban
0	0	0	53643	Yes	0	10	3	No	High School	Clerical	54	Private	9760	29	0	F	1	SUV	0	Yes	1	Highly Rural/ Rural
0	0	0	35565	No	186229	15	0	Yes	High School	Blue Collar	59	Commercial	19510	48	0	M	3	Van	0	No	1	Highly Rural/ Rural
0	0	0	62741	No	173680	12	0	Yes	Masters	Lawyer	30	Private	12170	44	0	M	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	20766	No	119899	7	0	Yes	High School	Blue Collar	43	Private	14430	41	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	1	94116	Yes	263819	13	1	No	Masters	Professional	18	Commercial	24650	41	0	M	15	Panel Truck	0	No	3	Highly Urban/ Urban
0	0	0	61952	Yes	252391	14	3	No	High School	Clerical	20	Private	31010	45	0	F	6	Van	0	No	1	Highly Urban/ Urban
0	0	0	0	No	61314	0	0	Yes	Bachelors	Home Maker	35	Private	18050	50	1	F	10	SUV	3485	No	0	Highly Urban/ Urban
0	0	0	16929	No	147219	9	0	Yes	High School	Blue Collar	24	Private	7090	39	0	F	4	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	64916	No	282967	12	0	Yes	Bachelors	Blue Collar	34	Commercial	12790	48	0	M	10	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	0	No	0	0	3	Yes	High School	Student	29	Private	1500	28	2	F	4	SUV	3202	No	8	Highly Urban/ Urban
0	0	2	93150	Yes	274760	9	2	No	High School	Manager	49	Commercial	10810	41	1	M	4	Pickup	6985	No	2	Highly Urban/ Urban
0	0	0	50700	Yes	0	10	2	No	High School	Blue Collar	15	Commercial	10570	40	0	F	17	SUV	0	No	0	Highly Urban/ Urban
0	0	0	0	No	158840	0	0	No	High School	Student	53	Commercial	18290	53	0	M	10	Van	0	No	0	Highly Rural/ Rural
0	0	0	19916	No	129144	14	2	Yes	High School	Clerical	43	Private	8340	43	0	M	1	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	96479	No	287237	13	0	No	Masters	Manager	27	Private	15950	48	0	F	9	SUV	0	No	0	Highly Urban/ Urban
0	0	0	50991	No	173234	12	0	Yes	High School	Blue Collar	41	Commercial	11700	51	0	M	1	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	157057	No	0	12	0	No	Masters	Manager	21	Private	23440	54	0	F	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	2	98429	No	260696	11	2	Yes	High School	Blue Collar	35	Commercial	5800	43	0	F	1	SUV	0	No	0	Highly Rural/ Rural
0	0	0	76488	No	233303	14	2	Yes	High School	Clerical	43	Private	12650	35	0	F	4	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	29523	No	158702	6	0	Yes	High School	Clerical	35	Private	9830	48	0	M	1	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	0	No	85559	0	0	Yes	High School	Home Maker	47	Private	6600	51	0	F	4	SUV	0	No	0	Highly Rural/ Rural
0	0	0	116587	No	319596	14	0	Yes	Bachelors	Blue Collar	45	Commercial	30520	49	1	F	1	Pickup	8514	No	6	Highly Urban/ Urban
0	0	0	39923	No	133822	13	3	Yes	High School	Blue Collar	5	Commercial	16530	37	3	M	6	Van	10546	No	2	Highly Urban/ Urban
0	0	0	2825	No	91520	14	0	Yes	Bachelors	Home Maker	65	Private	6500	47	0	F	1	SUV	0	No	2	Highly Rural/ Rural
0	0	0	51778	No	250444	13	0	Yes	Masters	Manager	36	Private	18930	46	0	F	4	SUV	0	No	1	Highly Urban/ Urban
0	0	0	41443	No	180495	13	0	Yes	Bachelors	Clerical	40	Private	3200	48	0	F	3	SUV	0	No	0	Highly Rural/ Rural
0	0	0	119013	Yes	0	16	2	No	Masters	Lawyer	50	Private	31240	61	2	F	14	Sports Car	7204	No	1	Highly Urban/ Urban
0	0	0	0	No	0	0	0	Yes	High School	Student	5	Private	6000	46	0	M	1	Pickup	0	No	1	Highly Urban/ Urban
0	0	0	20473	No	0	14	0	No	Bachelors	Home Maker	52	Private	17850	58	0	F	1	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	46874	Yes	0	12	1	No	Bachelors	Professional	51	Commercial	23560	41	0	F	1	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	6576	No	144646	12	0	Yes	High School	Home Maker	48	Private	24930	46	1	F	1	Pickup	23060	Yes	6	Highly Urban/ Urban
0	0	0	27126	No	0	5	0	No	High School	Clerical	71	Private	4620	37	2	F	7	Sports Car	5481	No	7	Highly Rural/ Rural
0	0	0	0	No	121949	0	0	No	Bachelors	Home Maker	66	Private	6010	34	3	F	6	SUV	6682	No	2	Highly Urban/ Urban
0	0	0	19326	No	123479	18	3	Yes	High School	Clerical	32	Private	1500	40	0	M	4	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	10471	Yes	158840	11	3	No	Masters	Lawyer	25	Private	13070	24	0	M	3	Minivan	0	Yes	3	Highly Urban/ Urban
0	0	0	34682	No	183265	10	0	No	High School	Blue Collar	22	Private	6380	33	2	F	3	Sports Car	1564	No	0	Highly Urban/ Urban
0	0	0	59578	No	0	10	0	No	Bachelors	Blue Collar	51	Commercial	11260	38	3	M	4	Pickup	5436	No	0	Highly Urban/ Urban
0	0	0	81937	No	158840	13	0	No	Masters	Lawyer	27	Private	13000	52	0	F	4	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	103134	No	158840	13	0	No	Masters	Lawyer	38	Private	11810	45	0	F	1	SUV	0	No	1	Highly Urban/ Urban
0	0	0	134164	No	352609	11	0	Yes	Bachelors	Professional	45	Private	37200	56	0	M	1	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	93077	No	244764	14	0	Yes	Bachelors	Professional	29	Commercial	24480	39	0	M	14	Panel Truck	0	No	1	Highly Rural/ Rural
0	0	0	25920	No	158840	10	0	Yes	High School	Clerical	41	Private	13990	45	0	M	7	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	124114	No	0	11	0	No	Masters	Manager	42	Private	21930	49	0	F	10	SUV	0	No	3	Highly Urban/ Urban
0	0	0	62093	No	202671	13	0	Yes	High School	Manager	9	Private	8620	44	0	F	9	SUV	0	No	2	Highly Urban/ Urban
0	0	2	21891	No	167752	11	2	Yes	High School	Blue Collar	34	Commercial	15110	39	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	28231	No	182332	13	0	Yes	Bachelors	Home Maker	36	Private	8120	38	0	F	1	SUV	0	No	0	Highly Rural/ Rural
0	0	1	54458	No	229652	14	1	Yes	High School	Blue Collar	33	Commercial	10980	60	0	M	10	Pickup	0	No	1	Highly Rural/ Rural
0	0	0	100788	No	300113	11	0	Yes	Masters	Lawyer	18	Commercial	36970	36	0	F	9	Panel Truck	0	No	6	Highly Urban/ Urban
0	0	0	51778	No	0	10	0	No	PhD	Home Maker	61	Private	17720	55	0	F	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	75931	No	158840	13	0	Yes	Masters	Professional	26	Commercial	28210	48	0	M	4	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	221817	No	551915	12	0	Yes	PhD	Doctor	23	Private	43510	51	2	F	1	SUV	6302	No	2	Highly Urban/ Urban
0	0	1	112555	No	323999	14	2	Yes	Bachelors	Blue Collar	22	Commercial	4560	36	0	M	7	Pickup	0	No	1	Highly Urban/ Urban
0	0	0	30469	No	113356	12	0	No	PhD	Doctor	49	Private	17070	49	0	M	4	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	18775	No	182712	14	1	Yes	Masters	Home Maker	68	Private	9080	57	2	F	1	Sports Car	10842	No	4	Highly Rural/ Rural
0	0	0	32901	Yes	0	12	1	No	Masters	Manager	48	Private	20490	63	0	F	7	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	38416	No	127952	6	0	Yes	High School	Home Maker	42	Private	5500	40	0	F	1	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	134672	No	336381	11	0	No	Masters	Lawyer	28	Private	30660	44	0	F	9	Minivan	0	No	0	Highly Urban/ Urban
0	0	2	28524	No	158840	14	2	Yes	High School	Home Maker	13	Private	9480	42	0	F	4	SUV	0	No	0	Highly Rural/ Rural
0	0	0	13023	No	154122	12	0	Yes	High School	Clerical	37	Private	9550	48	1	F	1	Sports Car	7000	No	1	Highly Urban/ Urban
0	0	0	80142	No	224539	12	0	No	Bachelors	Professional	35	Commercial	23750	52	0	M	7	Panel Truck	0	No	3	Highly Urban/ Urban
0	0	0	72167	Yes	0	9	1	No	Bachelors	Professional	24	Commercial	18550	36	2	M	1	Van	725	No	4	Highly Urban/ Urban
0	0	0	56746	No	176509	13	0	No	High School	Blue Collar	26	Commercial	11370	42	1	M	4	Pickup	17393	Yes	3	Highly Urban/ Urban
0	0	0	21534	No	90467	10	0	No	High School	Blue Collar	27	Private	24360	46	1	F	1	SUV	32589	Yes	3	Highly Urban/ Urban
0	0	0	29944	No	160062	11	0	Yes	High School	Clerical	33	Private	15070	50	0	F	13	SUV	0	No	0	Highly Urban/ Urban
0	0	0	75232	No	0	11	0	No	Bachelors	Manager	44	Private	15800	43	0	M	10	Minivan	0	No	5	Highly Urban/ Urban
0	0	0	113801	No	354048	12	0	Yes	PhD	Doctor	30	Commercial	9020	49	0	M	1	Pickup	0	No	1	Highly Urban/ Urban
0	0	0	100085	No	0	13	0	No	High School	Blue Collar	40	Commercial	8420	49	1	M	13	Pickup	9239	No	3	Highly Urban/ Urban
0	0	0	77195	No	158840	10	0	Yes	Bachelors	Professional	26	Private	26470	39	0	F	6	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	58139	No	195097	5	0	Yes	High School	Blue Collar	27	Commercial	29680	41	0	F	1	SUV	0	No	3	Highly Rural/ Rural
0	0	0	55119	No	232678	12	0	Yes	Masters	Lawyer	29	Private	17950	57	0	M	1	Van	0	No	0	Highly Urban/ Urban
0	0	0	93741	Yes	0	12	1	No	Bachelors	Blue Collar	40	Commercial	14070	32	3	F	13	SUV	3132	Yes	3	Highly Urban/ Urban
0	0	0	93856	No	0	10	0	No	High School	Blue Collar	10	Private	14640	41	0	F	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	78271	No	299574	14	0	Yes	Bachelors	Professional	11	Commercial	17560	59	0	M	6	Van	0	No	0	Highly Urban/ Urban
0	0	0	3435	Yes	0	15	4	No	High School	Home Maker	61	Private	9670	34	0	F	6	SUV	0	No	1	Highly Urban/ Urban
0	0	0	58319	No	198219	12	0	Yes	PhD	Doctor	28	Private	7330	29	3	M	7	Pickup	8743	No	4	Highly Urban/ Urban
0	0	0	66605	No	246140	14	0	Yes	PhD	Doctor	39	Private	11620	56	0	M	4	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	63695	Yes	0	13	2	No	Masters	Manager	30	Private	14170	63	1	F	3	Sports Car	2629	No	0	Highly Urban/ Urban
0	0	0	148168	No	348862	10	0	Yes	Masters	Lawyer	49	Private	6200	47	0	F	4	SUV	0	No	0	Highly Urban/ Urban
0	0	0	52541	Yes	0	12	2	No	Bachelors	Professional	28	Private	13400	45	5	F	1	SUV	5601	No	5	Highly Urban/ Urban
0	0	0	91613	No	269046	12	0	Yes	Masters	Lawyer	25	Private	15160	45	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	0	67477	No	252228	14	0	Yes	High School	Blue Collar	20	Commercial	13550	53	0	F	13	SUV	0	No	0	Highly Rural/ Rural
0	0	0	51778	No	0	10	0	No	High School	Clerical	12	Private	7060	38	1	F	1	Sports Car	985	No	5	Highly Urban/ Urban
0	0	0	107066	No	331728	9	0	Yes	Bachelors	Professional	39	Private	17740	52	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	78374	No	0	10	0	No	High School	Blue Collar	41	Commercial	18620	46	1	M	11	Van	3181	No	5	Highly Urban/ Urban
0	0	0	51778	No	202242	10	0	Yes	Bachelors	Home Maker	39	Private	25280	45	0	F	1	Pickup	0	No	2	Highly Urban/ Urban
0	0	0	23953	Yes	0	10	1	No	High School	Clerical	39	Private	7200	33	2	F	1	Sports Car	1118	No	7	Highly Urban/ Urban
0	0	0	28853	No	181865	10	3	Yes	High School	Clerical	19	Private	4390	33	2	F	7	SUV	11580	Yes	0	Highly Urban/ Urban
0	0	0	0	No	103951	0	2	Yes	Bachelors	Home Maker	25	Private	5300	38	1	F	10	Sports Car	3987	No	2	Highly Urban/ Urban
0	0	0	162255	No	444157	11	0	Yes	Masters	Lawyer	5	Private	18310	64	0	M	4	Pickup	0	No	0	Highly Urban/ Urban
0	0	2	90991	No	310709	10	3	Yes	Bachelors	Professional	43	Private	20960	41	0	M	6	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	10376	No	134694	7	0	Yes	Bachelors	Home Maker	12	Private	6580	47	0	F	7	SUV	0	No	0	Highly Rural/ Rural
0	0	0	76778	No	209440	14	0	Yes	Bachelors	Home Maker	62	Private	14080	49	1	F	6	Sports Car	13397	Yes	1	Highly Urban/ Urban
0	0	0	45623	No	205504	5	0	No	High School	Blue Collar	23	Commercial	27440	42	4	F	11	SUV	6248	No	0	Highly Urban/ Urban
0	0	1	11559	Yes	109456	6	2	No	High School	Home Maker	24	Commercial	18570	36	0	F	1	Pickup	0	No	0	Highly Rural/ Rural
0	0	1	87644	No	290988	14	1	Yes	Bachelors	Manager	37	Private	16060	58	0	F	4	SUV	0	No	1	Highly Urban/ Urban
0	0	0	82586	Yes	277844	13	2	No	High School	Blue Collar	34	Commercial	15440	44	0	M	6	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	0	Yes	100489	0	1	No	High School	Home Maker	12	Private	7130	40	2	F	4	SUV	8288	No	2	Highly Urban/ Urban
0	0	0	29296	No	173233	12	0	Yes	High School	Blue Collar	34	Private	9430	50	0	F	6	SUV	0	No	5	Highly Urban/ Urban
0	0	0	0	Yes	0	0	2	No	High School	Student	12	Private	16010	35	2	F	4	SUV	5118	No	7	Highly Urban/ Urban
0	0	0	82762	No	267537	13	1	Yes	Bachelors	Manager	35	Private	12880	31	0	F	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	87659	No	217976	11	0	Yes	Masters	Manager	13	Commercial	26180	36	0	M	1	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	70915	No	218477	11	0	Yes	Bachelors	Professional	22	Commercial	29070	57	0	M	1	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	89127	No	314698	13	0	Yes	PhD	Doctor	5	Commercial	8540	57	2	M	3	Pickup	2272	No	6	Highly Urban/ Urban
0	0	0	93094	No	0	12	0	No	High School	Professional	22	Private	14710	37	0	M	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	86473	No	285382	13	0	No	High School	Blue Collar	26	Commercial	20060	52	0	M	7	Van	0	No	0	Highly Rural/ Rural
0	0	0	52953	No	249239	17	1	Yes	Masters	Manager	8	Private	29850	58	0	F	6	Pickup	0	No	2	Highly Urban/ Urban
0	0	0	25699	No	0	11	0	Yes	High School	Student	39	Commercial	8170	41	0	M	4	Pickup	0	No	1	Highly Rural/ Rural
0	0	0	2214	No	114501	7	1	Yes	High School	Home Maker	32	Private	17470	22	1	F	13	SUV	9453	No	6	Highly Urban/ Urban
0	0	0	0	Yes	0	0	2	No	High School	Student	40	Private	13810	45	0	M	11	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	62013	No	204404	12	0	Yes	Masters	Lawyer	48	Commercial	11230	54	2	M	6	Pickup	7211	No	0	Highly Rural/ Rural
0	0	0	23288	No	158840	10	0	No	High School	Clerical	24	Private	3830	62	3	M	11	SUV	5071	No	0	Highly Urban/ Urban
0	0	0	102904	No	0	13	0	No	Masters	Lawyer	47	Commercial	30460	58	2	M	4	Panel Truck	5705	No	0	Highly Urban/ Urban
0	0	0	24849	No	0	13	0	No	High School	Clerical	36	Private	12970	44	0	F	1	SUV	0	No	0	Highly Rural/ Rural
0	0	0	86393	No	272050	13	0	Yes	Bachelors	Blue Collar	26	Commercial	14440	43	0	M	3	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	55353	Yes	203703	12	2	No	High School	Blue Collar	41	Commercial	14090	34	1	F	13	SUV	4519	No	6	Highly Urban/ Urban
0	0	0	105277	No	294480	12	0	Yes	Bachelors	Professional	30	Private	38000	49	0	F	10	Van	0	No	0	Highly Rural/ Rural
0	0	0	27499	No	118913	8	0	Yes	Bachelors	Manager	17	Private	6300	48	0	M	6	Minivan	0	No	1	Highly Urban/ Urban
0	0	1	50718	Yes	0	11	2	No	High School	Clerical	51	Private	16340	38	2	F	6	SUV	29017	No	1	Highly Rural/ Rural
0	0	0	25772	No	140649	5	0	No	High School	Blue Collar	44	Commercial	20030	46	0	F	3	SUV	0	No	1	Highly Urban/ Urban
0	0	0	138689	No	406449	14	0	Yes	Masters	Lawyer	26	Private	20230	47	0	M	1	Van	0	No	0	Highly Urban/ Urban
0	0	0	67189	No	0	12	0	No	Masters	Lawyer	26	Commercial	6800	53	2	M	10	Pickup	4558	No	3	Highly Urban/ Urban
0	0	1	46928	No	161908	14	2	Yes	Masters	Lawyer	53	Private	6190	38	2	F	1	SUV	4939	No	0	Highly Urban/ Urban
0	0	0	58504	No	0	13	0	No	Bachelors	Blue Collar	44	Commercial	20550	50	1	F	1	SUV	2916	No	6	Highly Urban/ Urban
0	0	0	51626	No	168683	8	0	Yes	Masters	Lawyer	39	Private	31480	36	1	F	4	Minivan	1007	No	5	Highly Urban/ Urban
0	0	0	66429	No	225996	8	0	Yes	Masters	Lawyer	5	Private	13440	53	0	M	13	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	37869	No	160542	11	0	Yes	Bachelors	Clerical	13	Private	5290	36	0	F	1	SUV	0	No	1	Highly Urban/ Urban
0	0	1	20075	No	117035	12	4	Yes	High School	Home Maker	21	Private	5400	39	0	F	7	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	0	No	158840	0	0	No	Masters	Home Maker	43	Private	5600	41	0	F	4	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	6947	Yes	131827	11	1	No	Bachelors	Home Maker	41	Commercial	25170	40	2	F	4	Panel Truck	6985	No	8	Highly Urban/ Urban
0	0	0	33392	No	161864	11	2	Yes	High School	Clerical	57	Private	8140	33	0	F	4	Sports Car	0	No	5	Highly Urban/ Urban
0	0	0	69861	No	0	11	0	No	High School	Blue Collar	14	Commercial	13970	53	0	M	13	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	6450	No	0	14	0	No	High School	Student	32	Private	7550	54	1	M	6	Pickup	19690	No	0	Highly Urban/ Urban
0	0	0	62361	No	185738	10	1	Yes	Bachelors	Home Maker	32	Private	11540	38	1	F	5	SUV	3481	No	2	Highly Urban/ Urban
0	0	0	197224	No	533509	15	0	Yes	PhD	Doctor	25	Commercial	27310	51	0	M	7	Panel Truck	0	No	1	Highly Urban/ Urban
0	0	0	96599	No	306391	9	0	Yes	Bachelors	Professional	42	Private	12180	45	3	M	8	Pickup	29820	No	1	Highly Urban/ Urban
0	0	0	86418	No	0	10	0	No	Masters	Lawyer	26	Private	14940	48	0	M	9	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	159494	No	0	12	0	No	PhD	Manager	35	Private	32140	54	0	F	4	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	108403	No	333990	9	0	Yes	Bachelors	Manager	47	Private	12340	59	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	114547	No	330408	9	0	Yes	Masters	Manager	29	Commercial	23760	53	2	M	1	Panel Truck	824	No	4	Highly Urban/ Urban
0	0	0	29079	No	173696	12	0	Yes	High School	Clerical	49	Private	15450	44	0	M	1	Minivan	0	No	3	Highly Rural/ Rural
0	0	0	0	No	0	0	0	No	High School	Student	53	Commercial	5200	37	0	F	11	SUV	0	No	4	Highly Urban/ Urban
0	0	0	146632	No	373281	14	0	Yes	Masters	Manager	25	Private	24700	48	0	F	4	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	39857	No	147280	15	0	Yes	High School	Blue Collar	32	Commercial	17940	39	0	F	3	Minivan	0	No	0	Highly Urban/ Urban
0	0	1	18408	No	95813	13	3	Yes	High School	Clerical	43	Private	7440	41	2	F	1	Sports Car	20380	Yes	8	Highly Urban/ Urban
0	0	0	51778	No	199054	11	0	Yes	Masters	Professional	30	Private	29910	71	0	M	1	Sports Car	0	No	6	Highly Rural/ Rural
0	0	0	0	No	92718	0	0	Yes	Bachelors	Student	12	Commercial	19940	53	1	F	6	SUV	1936	No	8	Highly Urban/ Urban
0	0	0	51778	No	133175	16	3	Yes	High School	Home Maker	5	Private	5800	42	2	F	4	SUV	8598	No	5	Highly Urban/ Urban
0	0	0	36614	No	141879	15	2	Yes	High School	Blue Collar	42	Commercial	25580	43	2	F	1	Pickup	4078	No	0	Highly Urban/ Urban
0	0	0	143358	No	400319	16	0	Yes	Masters	Lawyer	52	Private	20840	50	0	F	6	SUV	0	No	2	Highly Urban/ Urban
0	0	0	32053	No	158840	14	2	Yes	High School	Home Maker	46	Private	18930	37	0	F	1	Sports Car	0	No	1	Highly Urban/ Urban
0	0	0	24965	No	166669	9	3	Yes	High School	Student	29	Commercial	15440	31	1	M	10	Minivan	38197	Yes	5	Highly Urban/ Urban
0	0	0	22960	No	142579	12	0	Yes	High School	Blue Collar	21	Commercial	11690	44	0	M	4	Pickup	0	No	1	Highly Urban/ Urban
0	0	0	5013	No	107287	15	0	Yes	High School	Student	32	Commercial	8670	65	1	F	1	Sports Car	5900	No	8	Highly Urban/ Urban
0	0	0	61569	No	233243	8	0	Yes	Masters	Professional	23	Private	30190	51	0	F	1	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	14484	No	0	9	0	No	High School	Clerical	20	Private	2950	45	1	F	10	Sports Car	4518	No	1	Highly Urban/ Urban
0	0	0	144241	No	0	10	0	No	PhD	Manager	43	Private	20720	48	2	F	1	SUV	23013	No	4	Highly Urban/ Urban
0	0	0	49082	No	202791	12	0	Yes	Bachelors	Blue Collar	34	Commercial	24800	48	2	F	4	Sports Car	42845	Yes	2	Highly Urban/ Urban
0	0	0	51778	No	534957	12	0	Yes	PhD	Manager	24	Commercial	28540	50	2	M	6	Panel Truck	9527	No	2	Highly Urban/ Urban
0	0	0	77337	No	0	12	0	No	Bachelors	Professional	37	Private	26010	45	2	F	9	SUV	6238	No	3	Highly Urban/ Urban
0	0	0	33043	No	135257	12	3	Yes	High School	Manager	31	Commercial	8700	39	0	M	4	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	191330	No	0	11	0	No	PhD	Lawyer	34	Private	3430	54	0	M	13	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	1886	No	55001	10	0	Yes	High School	Home Maker	27	Private	12690	35	0	F	1	SUV	0	Yes	0	Highly Urban/ Urban
0	0	0	54639	No	0	14	0	No	High School	Clerical	50	Private	6400	49	0	M	12	Pickup	0	No	1	Highly Rural/ Rural
0	0	0	97777	No	296937	17	0	Yes	Masters	Lawyer	47	Private	17260	54	2	F	6	Sports Car	1540	No	2	Highly Urban/ Urban
0	0	0	33314	No	0	10	0	No	Bachelors	Professional	43	Private	24210	63	1	F	6	SUV	3165	No	3	Highly Urban/ Urban
0	0	1	15739	No	138776	12	2	Yes	High School	Home Maker	23	Private	9230	37	0	F	1	Sports Car	0	No	3	Highly Urban/ Urban
0	0	0	149854	No	0	13	0	No	PhD	Manager	23	Private	10250	55	0	M	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	157263	Yes	0	7	1	No	PhD	Lawyer	60	Private	36480	33	2	F	1	Sports Car	4597	No	0	Highly Urban/ Urban
0	0	0	257416	No	0	14	0	No	PhD	Doctor	50	Commercial	31630	50	2	F	4	Van	19016	No	0	Highly Urban/ Urban
0	0	0	75210	No	258319	14	0	Yes	High School	Blue Collar	35	Private	19460	47	0	F	13	SUV	0	Yes	0	Highly Urban/ Urban
0	0	0	4204	No	0	11	0	Yes	High School	Student	32	Commercial	22950	57	0	M	4	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	145655	No	0	8	0	No	Masters	Professional	25	Commercial	21770	57	0	M	6	Van	0	No	2	Highly Rural/ Rural
0	0	0	0	No	60714	0	1	Yes	High School	Home Maker	58	Private	13820	35	1	F	4	Sports Car	4896	No	1	Highly Urban/ Urban
0	0	0	5063	No	118608	14	2	Yes	Bachelors	Home Maker	28	Commercial	32370	33	3	M	1	Panel Truck	6902	No	0	Highly Urban/ Urban
0	0	0	40990	No	151286	12	1	Yes	High School	Blue Collar	22	Commercial	8900	33	0	F	4	SUV	0	No	0	Highly Urban/ Urban
0	0	0	36978	No	145526	7	0	Yes	High School	Clerical	62	Commercial	9300	41	0	M	1	Pickup	0	No	0	Highly Rural/ Rural
0	0	1	38519	No	194372	10	2	Yes	High School	Blue Collar	32	Commercial	9650	42	0	M	4	Minivan	0	No	3	Highly Rural/ Rural
0	0	0	41944	No	100318	13	0	No	High School	Clerical	47	Commercial	18340	46	3	M	9	Van	6018	No	3	Highly Urban/ Urban
0	0	0	49450	Yes	225886	14	3	No	Bachelors	Clerical	99	Private	9440	30	3	F	6	Sports Car	1769	No	3	Highly Rural/ Rural
0	0	0	16739	No	119730	11	0	Yes	High School	Clerical	26	Private	16890	54	3	M	11	Van	4326	No	3	Highly Urban/ Urban
0	0	0	34071	No	0	13	0	No	High School	Manager	61	Private	18690	48	2	M	9	Minivan	42226	No	0	Highly Urban/ Urban
0	0	2	51778	No	160877	10	2	Yes	High School	Professional	54	Private	4970	44	2	F	1	SUV	36179	No	4	Highly Rural/ Rural
0	0	0	17619	No	86310	11	1	Yes	High School	Clerical	18	Private	16890	30	0	F	1	Sports Car	0	Yes	5	Highly Urban/ Urban
0	0	0	51778	No	0	12	0	No	PhD	Doctor	78	Private	36890	53	0	M	4	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	50336	No	210941	12	0	Yes	Bachelors	Blue Collar	48	Commercial	10830	43	0	F	13	SUV	0	No	3	Highly Rural/ Rural
0	0	0	44653	No	0	15	1	Yes	High School	Student	16	Commercial	9370	34	1	F	6	Sports Car	4482	No	0	Highly Urban/ Urban
0	0	0	43821	No	205035	12	0	Yes	High School	Blue Collar	27	Private	9280	34	0	M	6	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	23801	No	118402	12	0	Yes	Bachelors	Professional	49	Private	3880	46	3	M	10	Minivan	19005	Yes	2	Highly Urban/ Urban
0	0	0	53099	No	175695	12	0	No	High School	Professional	57	Private	17230	54	3	M	9	Van	12797	No	0	Highly Urban/ Urban
0	0	0	62731	No	214682	14	0	Yes	Masters	Lawyer	20	Private	24400	53	1	F	6	Minivan	5755	No	5	Highly Urban/ Urban
0	0	0	100731	No	296085	11	0	No	Masters	Lawyer	54	Private	13910	30	0	M	4	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	0	No	0	0	0	Yes	Bachelors	Student	50	Commercial	18010	40	0	M	1	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	66334	No	0	13	0	No	High School	Blue Collar	43	Commercial	13530	54	0	F	7	SUV	0	No	0	Highly Rural/ Rural
0	0	0	22784	No	119070	13	0	Yes	Masters	Lawyer	10	Private	13000	50	0	M	3	Minivan	0	No	0	Highly Urban/ Urban
0	0	1	91729	Yes	307043	12	2	No	Bachelors	Professional	26	Private	16220	36	3	F	1	SUV	8048	Yes	0	Highly Urban/ Urban
0	0	0	0	Yes	0	0	4	No	Bachelors	Home Maker	54	Private	8880	31	0	F	7	SUV	0	No	0	Highly Urban/ Urban
0	0	1	117329	Yes	0	12	2	No	Bachelors	Professional	37	Private	1910	39	2	M	7	Minivan	3486	No	8	Highly Urban/ Urban
0	0	0	69551	No	0	9	0	No	High School	Blue Collar	60	Commercial	6600	51	0	M	9	Pickup	0	No	1	Highly Urban/ Urban
0	0	0	51778	No	211213	12	0	Yes	High School	Blue Collar	14	Commercial	11250	49	0	M	1	Pickup	0	No	3	Highly Urban/ Urban
0	0	0	49098	No	157404	17	3	Yes	Bachelors	Blue Collar	33	Commercial	5900	44	0	M	1	Pickup	0	No	2	Highly Rural/ Rural
0	0	2	23382	No	175078	9	2	Yes	High School	Clerical	48	Private	13930	43	0	M	3	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	56210	No	0	11	0	No	Masters	Lawyer	70	Private	17590	61	3	M	1	Van	7076	No	3	Highly Urban/ Urban
0	0	0	60927	No	219040	12	0	Yes	Masters	Lawyer	26	Commercial	36320	50	0	M	1	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	51778	No	249286	10	2	Yes	Bachelors	Professional	46	Private	15100	66	0	M	1	Minivan	0	No	2	Highly Rural/ Rural
0	0	0	29915	No	124567	9	0	No	Masters	Home Maker	48	Commercial	38300	37	1	F	4	Van	50724	No	0	Highly Urban/ Urban
0	0	0	0	No	127935	0	0	No	High School	Student	86	Commercial	13420	36	0	M	10	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	21147	No	135174	10	0	Yes	High School	Blue Collar	35	Commercial	7410	38	0	M	4	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	186706	No	476703	13	0	Yes	Masters	Lawyer	43	Private	6800	53	0	F	1	SUV	0	Yes	0	Highly Urban/ Urban
0	0	0	106581	No	0	10	0	No	Bachelors	Blue Collar	39	Commercial	30080	35	1	F	1	Minivan	9185	No	0	Highly Urban/ Urban
0	0	0	59995	No	0	11	0	No	High School	Clerical	38	Private	9680	39	0	M	10	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	40245	No	0	11	0	No	High School	Blue Collar	20	Private	19060	48	1	F	11	SUV	32687	No	3	Highly Urban/ Urban
0	0	0	51778	Yes	158840	10	2	No	High School	Student	37	Private	8230	24	1	F	13	Sports Car	1395	No	6	Highly Rural/ Rural
0	0	0	4273	No	0	11	1	Yes	High School	Student	20	Private	5330	34	2	F	6	SUV	2596	No	0	Highly Urban/ Urban
0	0	3	85081	Yes	0	19	3	No	Masters	Lawyer	19	Private	26420	62	4	F	17	Sports Car	9810	No	7	Highly Urban/ Urban
0	0	0	28626	No	0	7	0	No	High School	Clerical	57	Private	13680	47	0	F	6	SUV	0	No	4	Highly Urban/ Urban
0	0	3	76791	No	215433	11	3	Yes	Masters	Professional	24	Private	33050	39	1	F	13	SUV	10265	No	2	Highly Urban/ Urban
0	0	0	33237	No	139952	7	0	Yes	High School	Clerical	21	Private	15450	38	1	F	1	SUV	2588	No	7	Highly Urban/ Urban
0	0	0	138281	No	375117	16	0	Yes	PhD	Doctor	46	Commercial	24770	55	0	M	4	Panel Truck	0	No	2	Highly Rural/ Rural
0	0	0	51734	No	233529	15	0	Yes	Bachelors	Professional	45	Private	11770	51	0	M	4	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	100253	No	158840	12	0	Yes	Bachelors	Professional	5	Commercial	6100	46	2	M	1	Pickup	5756	No	6	Highly Urban/ Urban
0	0	0	44452	No	221536	12	1	Yes	High School	Blue Collar	51	Commercial	13110	47	0	F	10	SUV	0	No	0	Highly Urban/ Urban
0	0	0	30588	No	158401	9	0	Yes	Bachelors	Manager	23	Private	13470	42	0	F	1	SUV	0	No	3	Highly Urban/ Urban
0	0	0	0	Yes	0	0	2	No	High School	Home Maker	28	Private	15300	32	0	F	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	90800	No	282708	14	0	No	PhD	Doctor	54	Private	40610	51	0	F	6	SUV	0	No	2	Highly Urban/ Urban
0	0	0	25150	No	128293	13	0	Yes	PhD	Lawyer	54	Private	14120	39	0	M	9	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	57625	No	158840	6	0	Yes	High School	Manager	16	Private	14940	46	0	M	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	18357	No	133243	7	0	Yes	PhD	Doctor	25	Private	22670	50	0	F	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	11363	No	104389	12	0	Yes	High School	Clerical	26	Private	7240	46	1	F	10	SUV	26181	Yes	2	Highly Urban/ Urban
0	0	0	102051	No	289648	13	0	Yes	Masters	Lawyer	30	Private	21770	47	0	M	10	Van	0	Yes	0	Highly Urban/ Urban
0	0	0	33713	No	171810	12	0	Yes	Bachelors	Blue Collar	26	Commercial	7700	62	3	F	6	Sports Car	2791	No	1	Highly Urban/ Urban
0	0	0	87862	No	226766	11	1	Yes	Bachelors	Professional	19	Private	5470	29	1	F	6	SUV	30300	Yes	4	Highly Urban/ Urban
0	0	0	74576	No	222274	14	0	Yes	Bachelors	Manager	32	Private	14610	51	0	M	11	Minivan	0	No	3	Highly Urban/ Urban
0	0	0	77833	No	0	11	0	No	Masters	Lawyer	5	Commercial	27780	48	0	M	10	Panel Truck	0	No	1	Highly Urban/ Urban
0	0	0	93480	No	0	11	0	No	High School	Blue Collar	13	Commercial	15350	45	0	F	1	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	53924	No	203155	15	0	Yes	High School	Blue Collar	37	Commercial	25320	50	2	M	1	Panel Truck	5546	No	6	Highly Urban/ Urban
0	0	0	67275	No	0	11	0	No	Bachelors	Blue Collar	40	Commercial	13030	48	0	M	1	Minivan	0	No	3	Highly Urban/ Urban
0	0	0	66390	Yes	0	8	1	No	Bachelors	Blue Collar	41	Commercial	22740	25	2	F	9	SUV	7019	No	1	Highly Urban/ Urban
0	0	0	35851	No	147018	13	3	Yes	High School	Blue Collar	47	Commercial	4200	27	0	F	1	Sports Car	0	No	4	Highly Urban/ Urban
0	0	0	64530	No	0	10	0	No	Masters	Lawyer	50	Private	5000	35	1	F	1	Sports Car	5202	No	0	Highly Urban/ Urban
0	0	0	71512	No	224539	13	1	Yes	Bachelors	Professional	26	Private	30270	45	0	F	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	51778	No	166861	15	0	Yes	High School	Blue Collar	5	Private	6940	38	0	F	8	Sports Car	0	No	3	Highly Urban/ Urban
0	0	0	75701	Yes	0	12	2	No	Masters	Lawyer	18	Private	1500	39	0	M	6	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	23022	Yes	0	11	2	No	High School	Clerical	44	Private	4500	30	0	M	7	Minivan	0	No	2	Highly Rural/ Rural
0	0	1	76634	No	241975	14	1	Yes	High School	Blue Collar	32	Commercial	6040	40	0	M	8	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	22683	Yes	0	10	2	No	Bachelors	Clerical	5	Private	16510	45	0	F	1	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	129402	No	365111	12	0	Yes	PhD	Manager	9	Commercial	23950	57	2	F	6	Pickup	12714	Yes	0	Highly Urban/ Urban
0	0	2	83585	No	252164	11	3	Yes	PhD	Manager	39	Private	14040	64	1	F	4	SUV	925	No	4	Highly Urban/ Urban
0	0	0	90693	No	257011	13	1	Yes	Bachelors	Blue Collar	59	Commercial	4600	31	0	F	7	SUV	0	No	1	Highly Rural/ Rural
0	0	0	126442	No	0	11	0	No	Masters	Lawyer	41	Commercial	7820	51	0	M	7	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	15261	No	130773	15	0	Yes	High School	Clerical	56	Commercial	9030	60	0	M	1	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	108225	No	330943	13	0	Yes	PhD	Doctor	55	Private	21610	47	0	M	1	Van	0	No	3	Highly Urban/ Urban
0	0	0	118527	No	323324	8	0	No	Masters	Lawyer	48	Commercial	22750	40	0	M	6	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	5824	No	86232	8	0	Yes	High School	Home Maker	37	Private	9700	42	0	F	10	SUV	0	No	1	Highly Urban/ Urban
0	0	1	251883	Yes	603984	14	2	No	PhD	Doctor	31	Private	5700	42	1	F	3	SUV	33808	Yes	4	Highly Urban/ Urban
0	0	0	0	No	0	0	2	Yes	High School	Student	21	Private	5430	30	0	F	3	SUV	0	Yes	0	Highly Urban/ Urban
0	0	0	14554	No	0	14	3	Yes	High School	Student	31	Private	16580	45	0	F	4	SUV	0	No	0	Highly Rural/ Rural
0	0	0	0	Yes	76283	0	1	No	Bachelors	Home Maker	35	Private	4500	30	4	F	6	Sports Car	35477	Yes	1	Highly Urban/ Urban
0	0	0	26199	No	88066	11	0	Yes	High School	Blue Collar	51	Commercial	14440	39	0	F	1	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	112213	No	0	14	0	No	Masters	Lawyer	5	Commercial	33610	46	3	M	3	Panel Truck	10788	No	4	Highly Urban/ Urban
0	0	0	62216	No	242564	9	0	Yes	High School	Professional	42	Commercial	24480	47	2	M	3	Panel Truck	3884	No	3	Highly Urban/ Urban
0	0	0	0	No	0	0	0	Yes	Bachelors	Student	30	Commercial	5000	35	0	M	1	Pickup	0	No	3	Highly Urban/ Urban
0	0	0	51778	No	412573	10	0	Yes	Masters	Lawyer	38	Commercial	23100	59	3	M	4	Panel Truck	7095	No	4	Highly Urban/ Urban
0	0	0	25632	No	0	15	0	No	Bachelors	Home Maker	32	Private	7320	56	2	F	3	SUV	8498	No	4	Highly Urban/ Urban
0	0	0	47204	No	0	7	0	No	Masters	Lawyer	47	Commercial	17750	51	2	M	1	Van	8303	No	0	Highly Urban/ Urban
0	0	0	0	No	0	0	2	Yes	High School	Student	61	Commercial	5800	43	4	F	4	Minivan	6935	No	5	Highly Urban/ Urban
0	0	0	0	No	114890	0	0	Yes	Bachelors	Home Maker	43	Private	7200	57	0	M	6	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	75385	No	254055	15	3	Yes	Bachelors	Blue Collar	19	Commercial	17750	25	3	M	1	Van	4640	No	4	Highly Urban/ Urban
0	0	0	73251	No	0	10	0	No	High School	Blue Collar	48	Commercial	15480	49	0	M	1	Minivan	0	No	1	Highly Rural/ Rural
0	0	0	20653	No	140294	15	2	Yes	High School	Clerical	24	Private	20380	45	3	F	6	SUV	572	No	0	Highly Urban/ Urban
0	0	0	25833	No	0	11	0	No	Bachelors	Professional	13	Private	9980	59	0	M	1	Minivan	0	No	0	Highly Rural/ Rural
0	0	1	41869	No	165820	11	2	Yes	High School	Blue Collar	6	Commercial	12550	39	4	F	1	SUV	32747	No	0	Highly Urban/ Urban
0	0	0	33538	Yes	0	9	2	No	High School	Blue Collar	29	Private	8250	34	2	M	4	Minivan	38845	Yes	2	Highly Urban/ Urban
0	0	0	35316	No	194782	8	0	Yes	High School	Blue Collar	19	Private	11280	45	0	F	4	SUV	0	No	1	Highly Urban/ Urban
0	0	1	82780	No	158840	12	2	Yes	High School	Blue Collar	24	Commercial	1500	36	2	M	6	Minivan	5999	Yes	6	Highly Urban/ Urban
0	0	0	30618	No	157285	10	2	Yes	High School	Blue Collar	44	Commercial	21320	39	2	M	3	Van	9469	No	0	Highly Urban/ Urban
0	0	1	51778	Yes	0	15	3	No	Bachelors	Professional	25	Private	17380	40	1	F	9	Minivan	4699	No	6	Highly Rural/ Rural
0	0	0	106985	Yes	0	10	3	No	Masters	Manager	8	Private	23970	31	0	F	6	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	0	No	61061	0	2	Yes	Bachelors	Home Maker	5	Commercial	35630	45	0	F	4	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	229207	No	588059	11	0	Yes	PhD	Manager	46	Commercial	30220	58	1	M	6	Panel Truck	11827	No	4	Highly Urban/ Urban
0	0	0	48680	No	193602	14	0	Yes	High School	Blue Collar	44	Commercial	24510	51	1	M	10	Minivan	8007	No	0	Highly Urban/ Urban
0	0	0	96728	No	278985	12	0	Yes	Masters	Lawyer	14	Private	17410	54	0	F	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	33717	No	145021	16	0	Yes	High School	Clerical	45	Commercial	4870	47	0	M	13	Pickup	0	Yes	0	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	High School	Student	47	Private	6520	50	0	F	1	SUV	0	Yes	2	Highly Rural/ Rural
0	0	0	51778	No	158840	14	0	Yes	Bachelors	Professional	18	Private	12720	52	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	0	8234	No	0	13	0	Yes	High School	Student	12	Commercial	11270	45	0	M	7	Pickup	0	No	0	Highly Urban/ Urban
0	0	2	62638	Yes	0	12	2	No	Bachelors	Professional	36	Commercial	23140	43	2	F	6	Pickup	7148	No	4	Highly Urban/ Urban
0	0	1	0	Yes	84199	0	4	No	High School	Home Maker	18	Private	5480	36	0	F	4	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	38544	No	186304	13	2	Yes	High School	Blue Collar	25	Private	17120	44	0	F	10	SUV	0	No	0	Highly Rural/ Rural
0	0	0	71012	No	0	16	0	No	Masters	Home Maker	43	Private	18540	55	0	F	16	Sports Car	0	No	1	Highly Rural/ Rural
0	0	0	25273	No	131584	7	2	Yes	High School	Clerical	19	Private	6740	35	0	F	4	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	46915	No	0	12	0	No	High School	Clerical	52	Private	11310	43	0	M	1	Pickup	0	Yes	1	Highly Urban/ Urban
0	0	0	71690	No	228322	12	0	Yes	Masters	Manager	29	Private	22490	59	0	M	6	Van	0	No	0	Highly Urban/ Urban
0	0	0	11069	No	0	6	0	No	High School	Student	60	Private	19520	49	3	F	4	SUV	5954	No	5	Highly Urban/ Urban
0	0	0	0	No	0	0	3	Yes	High School	Student	12	Commercial	14740	43	3	M	1	Minivan	6840	No	6	Highly Urban/ Urban
0	0	0	85727	No	256089	15	4	Yes	Masters	Manager	47	Private	17010	45	0	F	6	SUV	0	No	0	Highly Urban/ Urban
0	0	0	57323	No	0	13	0	No	Bachelors	Professional	17	Private	11830	46	3	F	1	SUV	5970	No	0	Highly Urban/ Urban
0	0	1	11607	No	132755	14	2	Yes	High School	Clerical	11	Private	6360	37	2	F	1	Sports Car	4367	No	0	Highly Urban/ Urban
0	0	0	119869	Yes	0	12	1	No	High School	Blue Collar	48	Commercial	23410	33	1	F	1	Pickup	26363	Yes	5	Highly Urban/ Urban
0	0	0	47614	No	0	9	0	No	High School	Home Maker	36	Private	24610	48	0	F	6	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	86541	No	281982	8	0	Yes	Masters	Manager	17	Commercial	6800	53	0	M	1	Pickup	0	Yes	1	Highly Urban/ Urban
0	0	0	52955	No	208565	5	0	No	PhD	Doctor	28	Private	16990	67	2	F	6	SUV	7675	No	2	Highly Urban/ Urban
0	0	0	7751	No	140665	14	0	Yes	Masters	Home Maker	22	Private	8930	50	0	F	1	Minivan	0	No	2	Highly Rural/ Rural
0	0	0	1336	No	108929	7	0	No	Masters	Manager	28	Private	17350	56	0	M	1	Van	0	No	0	Highly Urban/ Urban
0	0	0	88508	No	231286	11	0	Yes	Bachelors	Professional	85	Private	21050	41	0	M	1	Van	0	No	0	Highly Rural/ Rural
0	0	1	78288	No	316436	13	1	Yes	High School	Professional	31	Private	15380	43	0	M	5	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	0	No	101305	0	0	Yes	High School	Home Maker	27	Private	6320	39	0	F	1	SUV	0	No	4	Highly Urban/ Urban
0	0	1	51778	No	123204	14	2	Yes	High School	Blue Collar	33	Commercial	7530	40	0	M	4	Pickup	0	Yes	2	Highly Rural/ Rural
0	0	0	115701	Yes	0	12	2	No	Bachelors	Manager	37	Private	17070	36	2	M	1	Minivan	6297	No	0	Highly Urban/ Urban
0	0	0	44366	No	181082	15	0	Yes	High School	Blue Collar	26	Commercial	13840	47	0	M	4	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	21494	No	145029	14	0	Yes	High School	Blue Collar	50	Commercial	16860	49	0	F	1	SUV	0	No	0	Highly Rural/ Rural
0	0	0	122433	No	0	12	0	No	High School	Blue Collar	19	Private	19300	49	2	F	5	SUV	10846	No	5	Highly Urban/ Urban
0	0	0	0	No	0	0	0	Yes	High School	Student	48	Commercial	1500	48	3	M	4	Minivan	25494	Yes	6	Highly Urban/ Urban
0	0	0	69292	No	224779	10	0	Yes	Bachelors	Manager	31	Private	18690	41	0	M	13	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	34473	No	170845	10	0	Yes	High School	Professional	6	Private	14250	41	0	F	10	SUV	0	No	1	Highly Urban/ Urban
0	0	0	40091	No	154672	4	2	Yes	High School	Professional	9	Private	5510	37	0	F	3	Sports Car	0	Yes	2	Highly Urban/ Urban
0	0	1	75605	No	215859	14	2	Yes	Bachelors	Blue Collar	61	Commercial	14430	37	0	F	9	SUV	0	No	1	Highly Urban/ Urban
0	0	0	78854	No	274939	13	0	No	High School	Blue Collar	29	Commercial	38900	43	0	M	1	Panel Truck	0	No	2	Highly Urban/ Urban
0	0	0	6600	No	0	10	0	No	Bachelors	Home Maker	32	Private	4050	42	0	F	7	SUV	0	No	0	Highly Urban/ Urban
0	0	0	71208	No	285153	7	0	Yes	Bachelors	Manager	15	Commercial	20870	52	0	M	9	Van	0	No	1	Highly Urban/ Urban
0	0	0	82918	Yes	0	11	1	No	Bachelors	Manager	15	Private	21950	43	3	M	6	Van	5074	No	4	Highly Urban/ Urban
0	0	0	51778	No	175499	14	0	Yes	High School	Clerical	50	Private	5470	50	2	F	1	Sports Car	8270	No	3	Highly Rural/ Rural
0	0	0	0	No	0	0	0	No	PhD	Home Maker	26	Private	5900	44	2	F	7	SUV	8822	No	0	Highly Urban/ Urban
0	0	0	20494	No	0	8	1	Yes	High School	Student	22	Commercial	5000	36	1	M	1	Pickup	1091	No	5	Highly Urban/ Urban
0	0	0	51778	No	195795	11	0	Yes	Masters	Lawyer	5	Commercial	27170	46	3	M	4	Panel Truck	5788	No	6	Highly Urban/ Urban
0	0	0	53758	No	139900	10	4	Yes	Bachelors	Clerical	45	Private	22540	29	0	F	5	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	67026	No	239518	7	0	No	Masters	Manager	72	Private	7690	49	2	F	4	SUV	4832	No	0	Highly Urban/ Urban
0	0	0	73473	No	251927	12	0	Yes	Bachelors	Blue Collar	32	Commercial	10710	45	0	F	8	SUV	0	No	0	Highly Urban/ Urban
0	0	0	146434	No	381639	8	0	No	Masters	Professional	27	Private	44050	48	0	M	4	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	92731	Yes	274126	14	2	No	Masters	Lawyer	18	Private	18730	43	3	F	4	SUV	1558	No	0	Highly Urban/ Urban
0	0	0	0	Yes	0	0	1	No	High School	Student	32	Commercial	11910	34	3	M	4	Pickup	2361	No	4	Highly Urban/ Urban
0	0	0	59822	No	171876	11	0	Yes	High School	Blue Collar	51	Commercial	18110	40	3	F	1	Minivan	7769	No	4	Highly Urban/ Urban
0	0	0	3032	No	96814	9	0	Yes	PhD	Doctor	51	Private	6900	54	0	F	6	SUV	0	No	1	Highly Urban/ Urban
0	0	0	0	No	0	0	1	Yes	High School	Student	29	Private	5200	37	0	F	1	SUV	0	No	1	Highly Urban/ Urban
0	0	0	144922	No	0	12	0	No	Masters	Lawyer	31	Commercial	6300	48	0	M	1	Pickup	0	Yes	0	Highly Urban/ Urban
0	0	1	0	No	0	0	2	Yes	High School	Student	18	Private	1500	41	0	M	11	Minivan	0	No	1	Highly Rural/ Rural
0	0	0	34200	Yes	0	13	3	No	High School	Manager	5	Private	23460	33	3	M	11	Minivan	4675	No	1	Highly Urban/ Urban
0	0	0	136210	No	407853	18	0	Yes	Bachelors	Manager	38	Private	3080	57	2	F	9	SUV	8982	No	2	Highly Urban/ Urban
0	0	1	119998	No	331683	16	3	Yes	PhD	Doctor	34	Commercial	5900	44	0	M	10	Pickup	0	No	2	Highly Urban/ Urban
0	0	0	21460	Yes	0	11	2	No	Bachelors	Student	10	Commercial	27960	33	3	M	6	Panel Truck	2706	No	7	Highly Urban/ Urban
0	0	0	135103	No	321449	12	0	Yes	PhD	Lawyer	47	Private	15720	41	0	M	14	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	69620	No	239561	12	3	Yes	Masters	Manager	37	Private	12860	44	0	M	7	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	36835	No	167142	13	0	Yes	High School	Blue Collar	20	Commercial	17360	48	2	M	6	Minivan	32434	No	2	Highly Urban/ Urban
0	0	0	32097	No	158840	8	2	Yes	PhD	Manager	19	Private	9210	45	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	Bachelors	Student	28	Commercial	24450	41	1	M	6	Panel Truck	4033	No	1	Highly Rural/ Rural
0	0	0	61790	No	0	7	0	No	High School	Blue Collar	32	Commercial	13700	37	3	M	4	Minivan	7373	Yes	2	Highly Urban/ Urban
0	0	1	52141	No	152990	14	1	Yes	High School	Blue Collar	38	Commercial	10820	42	0	F	13	SUV	0	No	0	Highly Rural/ Rural
0	0	0	77297	No	280067	8	0	No	Bachelors	Blue Collar	5	Commercial	7300	58	4	M	4	Pickup	3075	No	5	Highly Urban/ Urban
0	0	0	27073	No	126366	10	0	Yes	High School	Blue Collar	38	Commercial	24870	40	0	M	4	Panel Truck	0	No	0	Highly Rural/ Rural
0	0	0	48333	No	147634	11	0	No	High School	Blue Collar	40	Commercial	11430	51	0	F	4	SUV	0	No	1	Highly Rural/ Rural
0	0	0	14193	No	0	13	0	Yes	High School	Student	40	Commercial	2920	46	0	F	1	SUV	0	No	4	Highly Rural/ Rural
0	0	0	63192	No	254621	15	0	Yes	PhD	Lawyer	12	Private	13820	60	2	M	6	Minivan	7575	No	0	Highly Urban/ Urban
0	0	0	103138	No	290185	12	0	No	PhD	Lawyer	35	Private	17960	36	0	M	1	Van	0	No	3	Highly Urban/ Urban
0	0	0	168419	No	0	11	0	No	PhD	Lawyer	17	Private	15340	53	0	M	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	34192	Yes	0	10	1	No	High School	Blue Collar	22	Commercial	13670	33	0	F	1	SUV	0	No	0	Highly Rural/ Rural
0	0	0	31806	No	140927	12	3	Yes	High School	Home Maker	34	Private	14720	30	0	F	1	SUV	0	No	3	Highly Urban/ Urban
0	0	0	26222	No	165896	9	0	Yes	High School	Clerical	73	Commercial	23720	57	1	M	11	Panel Truck	4006	No	0	Highly Urban/ Urban
0	0	0	22881	No	174663	14	0	Yes	High School	Blue Collar	19	Commercial	7100	56	3	M	1	Pickup	995	No	3	Highly Urban/ Urban
0	0	0	185586	No	0	11	0	No	PhD	Manager	30	Private	43090	64	1	F	1	Pickup	3475	No	1	Highly Urban/ Urban
0	0	0	89888	Yes	302923	16	1	No	Bachelors	Professional	13	Commercial	24420	44	0	M	10	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	0	No	0	0	5	Yes	High School	Student	6	Commercial	16810	30	3	M	1	Van	1975	No	8	Highly Urban/ Urban
0	0	1	60216	No	227488	15	1	Yes	High School	Blue Collar	49	Commercial	20490	62	0	F	9	SUV	0	Yes	0	Highly Rural/ Rural
0	0	0	53556	No	167505	11	0	Yes	High School	Blue Collar	63	Commercial	19050	45	0	M	4	Van	0	No	3	Highly Urban/ Urban
0	0	0	63426	No	209773	10	0	No	High School	Blue Collar	26	Commercial	2330	44	0	M	13	Minivan	0	Yes	0	Highly Urban/ Urban
0	0	0	86794	Yes	0	14	1	No	Bachelors	Blue Collar	55	Commercial	19910	31	1	F	4	SUV	4156	Yes	2	Highly Urban/ Urban
0	0	0	121840	No	326187	10	0	No	Masters	Lawyer	31	Private	29300	46	0	F	3	Sports Car	0	No	1	Highly Urban/ Urban
0	0	0	51778	No	231739	14	0	Yes	Masters	Lawyer	45	Private	13350	65	2	F	6	Sports Car	5906	No	4	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	High School	Student	32	Commercial	9200	46	3	M	3	Pickup	11583	No	3	Highly Urban/ Urban
0	0	0	75626	Yes	246952	7	1	No	Bachelors	Professional	35	Private	13260	42	5	M	6	Minivan	5754	No	0	Highly Urban/ Urban
0	0	0	51505	No	201604	7	1	Yes	Masters	Manager	5	Private	8210	24	1	F	10	SUV	8401	No	0	Highly Urban/ Urban
0	0	0	40355	No	188388	11	0	Yes	Masters	Lawyer	42	Private	17460	54	3	M	1	Van	2629	No	1	Highly Urban/ Urban
0	0	0	18503	No	0	7	0	No	High School	Blue Collar	23	Private	3350	45	0	M	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	108237	No	305752	15	0	Yes	Bachelors	Manager	27	Private	25840	51	0	F	4	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	0	No	0	0	0	Yes	High School	Student	22	Private	17680	38	0	F	10	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	45321	No	191423	14	0	Yes	Masters	Manager	33	Private	20120	49	3	M	1	Minivan	5996	No	4	Highly Urban/ Urban
0	0	0	63150	No	190671	13	0	Yes	Bachelors	Manager	57	Private	9270	51	1	F	1	SUV	6662	No	5	Highly Urban/ Urban
0	0	0	94046	No	0	13	0	No	PhD	Doctor	5	Private	17600	67	0	F	1	Sports Car	0	No	3	Highly Urban/ Urban
0	0	0	102203	No	306677	5	0	No	Bachelors	Manager	23	Private	17820	61	0	F	10	SUV	0	No	0	Highly Urban/ Urban
0	0	0	43946	No	0	6	0	No	PhD	Doctor	54	Private	16320	54	0	F	1	Pickup	0	Yes	2	Highly Urban/ Urban
0	0	0	82493	No	244793	8	0	No	PhD	Doctor	36	Private	34440	50	0	F	1	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	59135	No	197231	8	0	No	High School	Blue Collar	9	Commercial	6200	47	0	F	7	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	35311	No	179004	10	2	Yes	High School	Blue Collar	35	Commercial	19510	38	2	M	11	Van	956	No	0	Highly Urban/ Urban
0	0	0	23250	No	158854	11	0	Yes	High School	Blue Collar	23	Private	14020	41	0	F	6	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	0	No	0	0	0	No	High School	Student	25	Private	6200	47	1	M	9	Pickup	25973	Yes	0	Highly Urban/ Urban
0	0	0	54834	No	158840	8	0	Yes	High School	Blue Collar	21	Commercial	20970	48	3	M	4	Van	639	No	3	Highly Urban/ Urban
0	0	0	21517	No	130812	7	0	Yes	High School	Clerical	12	Commercial	8350	47	2	M	10	Pickup	7143	No	7	Highly Urban/ Urban
0	0	0	45431	No	192184	13	0	Yes	High School	Blue Collar	45	Commercial	16780	47	2	M	4	Van	3809	No	5	Highly Urban/ Urban
0	0	0	173691	No	428992	14	0	Yes	PhD	Manager	18	Commercial	33440	41	1	F	6	Pickup	3189	No	0	Highly Urban/ Urban
0	0	0	13373	No	0	5	0	Yes	Bachelors	Student	5	Commercial	29730	42	0	F	10	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	51778	No	271926	12	0	Yes	Bachelors	Blue Collar	33	Commercial	20760	44	0	M	1	Minivan	0	Yes	0	Highly Urban/ Urban
0	0	0	159559	No	387220	11	3	Yes	Masters	Manager	54	Private	42560	34	0	M	4	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	High School	Home Maker	5	Private	16760	51	0	F	6	SUV	0	No	1	Highly Urban/ Urban
0	0	0	0	No	0	11	0	No	High School	Student	48	Private	6500	50	0	F	1	Sports Car	0	No	6	Highly Urban/ Urban
0	0	0	106409	No	158840	12	0	Yes	Bachelors	Professional	25	Private	18900	48	0	F	17	SUV	0	No	1	Highly Urban/ Urban
0	0	0	0	No	0	0	0	Yes	Bachelors	Student	29	Commercial	5300	38	1	F	1	Sports Car	8080	Yes	5	Highly Urban/ Urban
0	0	0	54344	No	0	11	0	No	Bachelors	Manager	50	Private	1500	50	1	M	1	Minivan	3850	No	1	Highly Urban/ Urban
0	0	0	156060	No	381438	9	0	Yes	Bachelors	Blue Collar	29	Commercial	25230	38	1	M	1	Panel Truck	8207	No	7	Highly Urban/ Urban
0	0	0	89286	Yes	0	9	1	No	High School	Blue Collar	37	Commercial	4700	32	0	F	6	Sports Car	0	Yes	1	Highly Urban/ Urban
0	0	0	242731	No	158840	11	2	Yes	PhD	Doctor	37	Private	18490	44	0	F	7	SUV	0	No	2	Highly Urban/ Urban
0	0	0	6104	No	0	17	3	Yes	Bachelors	Student	31	Commercial	8540	60	0	F	1	SUV	0	No	0	Highly Rural/ Rural
0	0	1	23996	No	150242	12	2	Yes	High School	Home Maker	47	Private	7100	43	0	F	6	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	51778	No	320228	14	0	Yes	Masters	Lawyer	35	Commercial	17160	41	3	M	13	Van	2269	No	1	Highly Urban/ Urban
0	0	0	22254	No	127571	11	0	Yes	High School	Blue Collar	56	Private	17420	50	0	F	10	SUV	0	No	0	Highly Urban/ Urban
0	0	0	82149	No	0	7	0	No	Bachelors	Blue Collar	19	Commercial	19980	46	2	M	7	Van	8054	No	0	Highly Urban/ Urban
0	0	0	58643	No	212459	12	0	Yes	Bachelors	Professional	33	Private	20680	50	0	F	15	Sports Car	0	No	2	Highly Urban/ Urban
0	0	0	51778	No	306956	6	0	Yes	Masters	Manager	39	Private	27530	48	0	F	4	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	86530	No	0	6	0	No	Bachelors	Blue Collar	54	Commercial	15490	43	2	F	6	Sports Car	2441	No	0	Highly Urban/ Urban
0	0	0	70436	No	0	10	0	No	Masters	Professional	52	Private	12480	39	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	39777	No	123004	11	0	No	High School	Blue Collar	5	Private	13670	37	0	F	4	SUV	0	No	0	Highly Rural/ Rural
0	0	0	175263	No	447360	15	2	Yes	Bachelors	Professional	37	Commercial	34390	40	0	F	1	Van	0	No	0	Highly Urban/ Urban
0	0	0	29016	No	0	11	0	No	High School	Blue Collar	25	Private	16390	49	0	F	10	SUV	0	No	0	Highly Rural/ Rural
0	0	0	0	No	0	0	0	No	High School	Student	38	Commercial	7180	54	2	F	6	Sports Car	19036	Yes	4	Highly Rural/ Rural
0	0	0	35516	No	0	13	0	No	High School	Clerical	21	Private	21770	53	2	F	7	Minivan	1105	No	6	Highly Urban/ Urban
0	0	0	0	No	80529	11	0	Yes	Bachelors	Home Maker	52	Private	18420	39	1	M	6	Minivan	8698	No	4	Highly Urban/ Urban
0	0	0	8701	No	80364	12	1	Yes	Masters	Professional	28	Private	6050	35	1	M	10	Pickup	23176	No	6	Highly Urban/ Urban
0	0	0	63195	No	211882	16	0	Yes	Bachelors	Blue Collar	29	Commercial	11440	54	0	F	7	SUV	0	No	0	Highly Urban/ Urban
0	0	0	7784	No	98722	13	0	Yes	High School	Clerical	50	Private	13160	49	3	F	5	Minivan	1943	No	0	Highly Urban/ Urban
0	0	0	8088	No	0	12	0	Yes	High School	Student	16	Commercial	7810	55	0	F	4	SUV	0	Yes	2	Highly Rural/ Rural
0	0	1	8117	No	99799	14	2	Yes	High School	Clerical	22	Private	6110	38	0	M	13	Minivan	0	No	2	Highly Rural/ Rural
0	0	0	24612	No	158840	12	2	Yes	Bachelors	Clerical	36	Private	6580	36	2	F	1	Sports Car	21939	Yes	1	Highly Urban/ Urban
0	0	2	64015	Yes	0	10	3	No	High School	Blue Collar	36	Commercial	12400	45	0	M	6	Minivan	0	No	0	Highly Rural/ Rural
0	0	1	214199	Yes	539729	9	2	No	PhD	Doctor	48	Private	31980	40	2	F	1	Minivan	30986	Yes	0	Highly Urban/ Urban
0	0	0	97953	No	0	10	0	No	Bachelors	Blue Collar	43	Commercial	13080	43	3	M	1	Minivan	6748	No	0	Highly Urban/ Urban
0	0	0	78021	No	223694	12	0	Yes	Bachelors	Manager	7	Private	12800	35	0	F	10	SUV	0	No	0	Highly Urban/ Urban
0	0	0	58869	No	173894	15	0	Yes	Bachelors	Professional	8	Private	7390	52	2	M	3	Pickup	2799	No	7	Highly Urban/ Urban
0	0	0	71486	Yes	0	12	2	No	Masters	Lawyer	37	Commercial	26380	39	2	M	8	Panel Truck	4718	No	6	Highly Urban/ Urban
0	0	0	38786	No	150824	7	0	No	Bachelors	Blue Collar	9	Commercial	10580	46	0	M	9	Minivan	0	No	2	Highly Rural/ Rural
0	0	0	119244	No	349833	11	0	No	Bachelors	Blue Collar	23	Commercial	29930	40	0	F	4	Sports Car	0	No	6	Highly Rural/ Rural
0	0	0	90635	No	251424	11	0	Yes	Bachelors	Blue Collar	18	Commercial	5400	39	0	M	1	Minivan	0	No	1	Highly Rural/ Rural
0	0	0	35636	No	150462	16	2	Yes	High School	Clerical	42	Private	15120	41	1	F	6	Sports Car	5358	No	7	Highly Urban/ Urban
0	0	0	78510	No	232988	14	0	Yes	High School	Clerical	64	Private	1500	50	0	F	6	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	17663	Yes	134466	12	3	No	High School	Home Maker	61	Private	20020	36	0	F	4	SUV	0	No	0	Highly Rural/ Rural
0	0	0	34730	No	169666	7	0	Yes	High School	Professional	5	Private	10270	53	0	F	15	SUV	0	No	1	Highly Urban/ Urban
0	0	0	67620	No	245585	9	0	Yes	Masters	Lawyer	24	Private	20500	56	0	F	25	SUV	0	No	0	Highly Urban/ Urban
0	0	0	51822	No	174401	8	0	Yes	High School	Blue Collar	30	Private	7870	46	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	0	38681	No	0	10	0	No	Bachelors	Professional	64	Private	17010	20	1	F	9	SUV	30646	Yes	10	Highly Urban/ Urban
0	0	1	0	No	64780	0	1	Yes	High School	Home Maker	19	Private	22050	39	1	M	1	Minivan	2969	No	2	Highly Urban/ Urban
0	0	0	51778	No	0	10	0	No	High School	Clerical	29	Private	11310	38	0	F	1	SUV	0	Yes	1	Highly Urban/ Urban
0	0	0	3256	No	122217	15	0	Yes	High School	Home Maker	60	Private	18400	58	0	F	1	Minivan	0	No	1	Highly Rural/ Rural
0	0	0	63376	No	225111	12	0	Yes	Bachelors	Blue Collar	25	Commercial	13340	55	0	F	7	SUV	0	No	2	Highly Rural/ Rural
0	0	0	70195	No	269925	7	0	Yes	Bachelors	Manager	71	Private	18950	51	0	M	10	Van	0	No	2	Highly Urban/ Urban
0	0	0	34648	No	0	9	0	No	High School	Blue Collar	47	Commercial	10760	38	0	M	1	Pickup	0	Yes	2	Highly Rural/ Rural
0	0	0	47621	Yes	196036	11	2	No	High School	Blue Collar	26	Commercial	17130	29	3	F	9	Minivan	5584	No	6	Highly Urban/ Urban
0	0	0	159443	No	423784	9	2	Yes	Bachelors	Professional	20	Private	21740	43	1	M	3	Van	4538	No	3	Highly Urban/ Urban
0	0	0	0	No	127576	0	0	Yes	High School	Home Maker	30	Private	6300	48	0	F	4	SUV	0	No	0	Highly Urban/ Urban
0	0	0	6591	No	65192	12	0	No	High School	Home Maker	33	Private	2160	44	0	F	9	SUV	0	No	2	Highly Urban/ Urban
0	0	0	101498	No	0	12	0	No	Masters	Professional	51	Commercial	11770	47	1	M	10	Pickup	21063	Yes	6	Highly Urban/ Urban
0	0	0	134152	No	0	11	0	No	PhD	Doctor	5	Private	29550	50	0	M	10	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	44738	No	217422	12	0	Yes	Bachelors	Clerical	26	Private	29640	39	0	F	6	Minivan	0	No	3	Highly Rural/ Rural
0	0	0	173894	No	423673	6	0	Yes	PhD	Doctor	8	Private	23790	49	0	F	6	Minivan	0	No	3	Highly Urban/ Urban
0	0	0	5336	No	0	6	0	No	High School	Clerical	26	Private	11650	19	2	F	6	Sports Car	1845	No	7	Highly Urban/ Urban
0	0	0	47389	Yes	204888	8	1	No	Bachelors	Home Maker	23	Private	26730	45	0	F	20	Pickup	0	No	2	Highly Urban/ Urban
0	0	0	23536	No	98782	10	2	Yes	High School	Home Maker	84	Private	10430	38	0	F	10	SUV	0	No	0	Highly Rural/ Rural
0	0	0	25891	No	127035	12	0	Yes	Bachelors	Home Maker	42	Private	19280	56	3	F	6	SUV	35012	Yes	0	Highly Urban/ Urban
0	0	0	28818	No	153289	9	0	Yes	Bachelors	Home Maker	6	Private	29230	59	0	F	6	Pickup	0	No	1	Highly Rural/ Rural
0	0	0	86264	No	0	11	0	No	Masters	Professional	32	Private	14930	31	0	M	1	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	93785	No	287311	11	0	Yes	Masters	Lawyer	31	Private	6600	51	3	F	1	SUV	1230	No	1	Highly Urban/ Urban
0	0	0	140171	No	352820	14	2	Yes	High School	Manager	16	Private	5600	40	1	M	4	Pickup	5735	No	8	Highly Urban/ Urban
0	0	0	39220	No	201872	11	0	No	High School	Blue Collar	34	Commercial	16430	49	1	F	10	SUV	5161	No	11	Highly Urban/ Urban
0	0	0	45215	No	0	12	0	No	High School	Blue Collar	33	Commercial	26460	50	0	F	6	Minivan	0	No	4	Highly Urban/ Urban
0	0	0	93077	No	244764	14	0	Yes	Bachelors	Professional	29	Private	14710	39	0	M	1	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	162585	No	436688	9	0	Yes	PhD	Doctor	12	Private	17760	55	0	F	7	SUV	0	No	2	Highly Urban/ Urban
0	0	0	38896	No	214165	13	0	Yes	High School	Clerical	75	Private	10190	48	0	M	1	Pickup	0	No	1	Highly Rural/ Rural
0	0	0	73463	No	229325	11	0	Yes	Masters	Lawyer	34	Private	20710	58	2	M	6	Van	11061	No	2	Highly Urban/ Urban
0	0	2	106140	Yes	347576	14	3	No	Masters	Lawyer	39	Private	7200	57	0	F	4	SUV	0	Yes	4	Highly Urban/ Urban
0	0	0	112039	No	278669	13	0	Yes	PhD	Doctor	34	Private	29650	49	0	F	11	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	62615	No	184803	11	3	Yes	Masters	Lawyer	18	Commercial	24660	32	2	M	1	Panel Truck	2130	No	4	Highly Urban/ Urban
0	0	0	38349	No	169694	12	0	No	Bachelors	Home Maker	27	Private	10620	54	0	F	6	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	15292	Yes	0	12	4	No	High School	Clerical	24	Private	15190	31	0	F	6	SUV	0	No	1	Highly Rural/ Rural
0	0	0	42071	No	160036	10	0	No	High School	Blue Collar	48	Private	10610	49	3	F	10	SUV	36189	Yes	8	Highly Urban/ Urban
0	0	0	201192	No	493471	12	0	Yes	PhD	Manager	34	Private	17210	52	0	M	10	Van	0	No	3	Highly Urban/ Urban
0	0	0	52292	No	172461	8	0	Yes	High School	Blue Collar	38	Commercial	22960	42	2	M	6	Panel Truck	6597	No	3	Highly Urban/ Urban
0	0	0	48317	No	133939	14	4	Yes	High School	Clerical	41	Private	26130	31	0	F	7	SUV	0	No	0	Highly Urban/ Urban
0	0	0	63425	Yes	222135	10	1	No	High School	Manager	36	Private	17230	30	2	F	9	Minivan	4927	No	6	Highly Urban/ Urban
0	0	0	180034	No	0	12	0	No	PhD	Doctor	27	Commercial	32950	53	2	F	6	Pickup	3488	No	3	Highly Urban/ Urban
0	0	0	114179	No	310405	11	0	Yes	Masters	Manager	20	Private	23080	53	0	M	6	Minivan	0	No	4	Highly Urban/ Urban
0	0	0	43915	Yes	0	9	3	No	High School	Blue Collar	39	Commercial	3260	27	3	M	1	Minivan	5476	No	2	Highly Urban/ Urban
0	0	0	115756	No	158840	7	0	Yes	Masters	Manager	15	Commercial	16760	52	0	M	10	Van	0	No	3	Highly Urban/ Urban
0	0	0	57782	No	187295	15	0	Yes	High School	Blue Collar	26	Commercial	12380	51	0	F	6	Pickup	0	No	1	Highly Urban/ Urban
0	0	0	86997	No	234307	10	2	Yes	Masters	Lawyer	57	Commercial	28700	35	3	F	1	Pickup	6459	No	4	Highly Urban/ Urban
0	0	1	40342	No	189439	15	2	Yes	Bachelors	Clerical	5	Private	9330	38	0	F	4	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	65102	No	233449	14	2	Yes	Bachelors	Blue Collar	11	Commercial	15120	35	2	F	13	SUV	19508	Yes	5	Highly Urban/ Urban
0	0	0	132560	No	319774	10	0	No	Masters	Lawyer	21	Private	14760	46	0	M	4	Minivan	0	No	4	Highly Urban/ Urban
0	0	0	39472	No	111469	8	0	Yes	High School	Blue Collar	31	Private	2230	45	0	M	1	Minivan	0	No	5	Highly Urban/ Urban
0	0	0	114635	No	321942	12	0	No	High School	Manager	30	Commercial	18160	52	3	M	10	Van	7202	No	3	Highly Urban/ Urban
0	0	0	0	No	91949	0	0	No	PhD	Home Maker	52	Private	6200	47	0	M	6	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	70839	No	0	13	0	No	Bachelors	Professional	8	Commercial	24120	55	0	M	1	Panel Truck	0	No	1	Highly Urban/ Urban
0	0	0	78890	No	211819	14	0	Yes	Masters	Lawyer	52	Private	19160	48	2	M	10	Minivan	4824	No	3	Highly Urban/ Urban
0	0	0	0	No	151139	0	0	No	Bachelors	Home Maker	37	Private	24700	46	0	F	1	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	29936	Yes	0	11	2	No	Bachelors	Professional	5	Commercial	30540	41	5	M	21	Panel Truck	6257	No	2	Highly Urban/ Urban
0	0	0	127129	No	369418	11	0	No	Bachelors	Professional	15	Commercial	18910	47	0	M	9	Van	0	No	0	Highly Urban/ Urban
0	0	0	30111	No	164877	8	0	No	High School	Blue Collar	28	Private	3910	46	0	M	4	Minivan	0	No	1	Highly Urban/ Urban
0	0	1	14522	No	109990	13	0	Yes	High School	Clerical	29	Private	14940	48	3	M	6	Minivan	7310	No	8	Highly Rural/ Rural
0	0	0	24178	No	115381	9	1	Yes	High School	Clerical	67	Private	19100	45	3	F	6	SUV	7727	Yes	2	Highly Urban/ Urban
0	0	0	208667	No	482291	13	0	No	PhD	Manager	31	Commercial	24880	48	1	M	6	Panel Truck	12014	Yes	3	Highly Urban/ Urban
0	0	1	83076	No	254660	17	1	Yes	High School	Professional	31	Private	13000	55	2	M	4	Minivan	22887	No	6	Highly Urban/ Urban
0	0	0	51778	No	0	11	0	No	Bachelors	Professional	46	Private	22460	56	2	F	4	SUV	37932	Yes	0	Highly Urban/ Urban
0	0	1	106194	Yes	0	12	3	No	Masters	Lawyer	33	Commercial	18760	42	0	F	6	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	31616	Yes	133918	12	1	No	High School	Clerical	47	Private	14430	35	0	F	1	SUV	0	Yes	0	Highly Rural/ Rural
0	0	0	50872	No	190621	7	2	Yes	High School	Blue Collar	46	Commercial	14980	35	1	F	6	SUV	35500	Yes	0	Highly Urban/ Urban
0	0	0	79670	No	242651	6	0	Yes	High School	Blue Collar	5	Commercial	9470	57	0	M	6	Pickup	0	No	2	Highly Urban/ Urban
0	0	0	55861	No	0	11	0	No	High School	Blue Collar	12	Private	1500	53	0	M	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	116044	No	0	12	0	No	Bachelors	Professional	25	Private	16900	43	0	F	4	SUV	0	No	0	Highly Urban/ Urban
0	0	1	9950	No	0	15	4	Yes	High School	Student	37	Private	18800	42	3	F	8	Sports Car	7942	No	7	Highly Urban/ Urban
0	0	0	51778	No	109034	15	0	Yes	High School	Clerical	21	Private	6100	46	0	M	1	Pickup	0	No	2	Highly Urban/ Urban
0	0	0	48421	No	201603	11	0	No	Masters	Professional	36	Private	25290	53	0	M	13	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	18004	No	0	5	0	No	High School	Clerical	36	Private	15290	35	0	M	4	Minivan	0	Yes	0	Highly Urban/ Urban
0	0	0	38462	No	158840	8	0	Yes	Bachelors	Blue Collar	56	Commercial	11150	58	3	M	4	Minivan	10353	No	2	Highly Urban/ Urban
0	0	0	110323	No	327486	14	0	Yes	Bachelors	Professional	10	Commercial	40760	59	2	M	15	Panel Truck	5169	No	4	Highly Urban/ Urban
0	0	0	16800	No	136818	14	2	Yes	High School	Clerical	47	Private	7580	44	0	F	6	SUV	0	No	0	Highly Urban/ Urban
0	0	0	67014	No	158840	8	0	No	Bachelors	Professional	39	Private	24050	41	2	M	1	Minivan	5296	No	2	Highly Urban/ Urban
0	0	0	55977	No	0	6	0	No	Bachelors	Professional	45	Commercial	9790	54	1	M	1	Pickup	6193	No	4	Highly Urban/ Urban
0	0	0	51778	No	0	12	0	No	Masters	Professional	40	Commercial	21360	47	0	M	6	Van	0	No	2	Highly Urban/ Urban
0	0	0	53412	No	160356	9	0	Yes	High School	Blue Collar	37	Commercial	11640	48	0	M	1	Pickup	0	No	0	Highly Rural/ Rural
0	0	1	7594	No	0	13	2	Yes	High School	Student	57	Private	5600	41	0	F	7	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	51778	No	228990	12	0	No	High School	Clerical	39	Private	12180	44	0	M	1	Pickup	0	No	2	Highly Rural/ Rural
0	0	0	132115	No	373191	9	0	Yes	PhD	Manager	16	Commercial	26770	56	0	M	1	Panel Truck	0	Yes	2	Highly Urban/ Urban
0	0	0	188809	No	484306	10	0	No	PhD	Doctor	25	Private	35810	56	0	M	9	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	80153	No	272445	11	0	No	Masters	Manager	32	Private	16370	61	0	F	9	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	151826	Yes	0	15	2	No	PhD	Doctor	55	Commercial	20880	42	0	F	1	Pickup	0	No	4	Highly Urban/ Urban
0	0	0	54467	No	205511	11	0	No	Bachelors	Blue Collar	38	Commercial	11650	47	2	F	13	Sports Car	9377	No	2	Highly Urban/ Urban
0	0	0	113496	No	291034	11	0	Yes	Masters	Lawyer	38	Private	12850	47	0	M	10	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	12216	No	0	9	0	No	High School	Student	53	Commercial	5200	38	0	F	7	Sports Car	0	No	2	Highly Urban/ Urban
0	0	0	3871	No	76851	5	0	Yes	High School	Manager	49	Private	3790	19	3	F	3	SUV	5194	No	8	Highly Urban/ Urban
0	0	0	2292	Yes	0	14	3	No	High School	Home Maker	105	Private	5730	40	0	F	4	SUV	0	No	0	Highly Rural/ Rural
0	0	1	51778	Yes	158840	13	3	No	High School	Blue Collar	43	Commercial	10760	39	2	F	6	Pickup	2697	No	5	Highly Urban/ Urban
0	0	0	11100	No	121671	6	0	No	High School	Clerical	52	Commercial	8820	28	0	M	4	Pickup	0	No	4	Highly Rural/ Rural
0	0	0	50755	No	155641	12	0	Yes	High School	Blue Collar	24	Commercial	30380	43	0	M	4	Panel Truck	0	No	2	Highly Rural/ Rural
0	0	0	31519	No	162052	14	0	Yes	Bachelors	Manager	33	Private	20740	52	0	M	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	164420	No	402031	14	0	Yes	PhD	Lawyer	48	Private	1500	54	1	F	4	SUV	10878	No	2	Highly Urban/ Urban
0	0	0	51778	No	0	8	0	No	Bachelors	Home Maker	47	Private	17970	50	0	F	4	Van	0	No	0	Highly Rural/ Rural
0	0	0	109950	No	293399	13	0	Yes	PhD	Doctor	45	Private	17500	50	0	F	6	SUV	0	No	0	Highly Urban/ Urban
0	0	0	72334	No	0	13	0	No	High School	Blue Collar	36	Commercial	11290	51	0	F	4	SUV	0	Yes	4	Highly Urban/ Urban
0	0	0	45590	No	172745	12	3	Yes	High School	Professional	9	Private	16650	36	0	F	3	SUV	0	No	0	Highly Urban/ Urban
0	0	0	51778	No	256253	13	0	Yes	Bachelors	Blue Collar	33	Commercial	11180	55	2	M	3	Pickup	9111	No	6	Highly Urban/ Urban
0	0	0	0	Yes	0	0	1	No	High School	Student	44	Private	1500	45	0	F	4	Sports Car	0	No	1	Highly Urban/ Urban
0	0	0	152563	No	455931	12	3	Yes	Bachelors	Manager	43	Private	19700	45	0	M	3	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	14989	No	84309	15	2	Yes	High School	Home Maker	43	Private	26140	57	0	F	10	Sports Car	0	Yes	0	Highly Rural/ Rural
0	0	0	166192	No	0	8	0	No	Masters	Lawyer	52	Commercial	21110	43	3	M	1	Van	4962	No	2	Highly Urban/ Urban
0	0	0	113534	No	339933	14	0	Yes	PhD	Doctor	21	Commercial	24640	55	0	F	6	Van	0	No	0	Highly Urban/ Urban
0	0	2	8467	No	105059	12	2	Yes	High School	Clerical	28	Private	6900	45	0	F	9	SUV	0	No	0	Highly Urban/ Urban
0	0	0	246164	No	636835	12	0	No	PhD	Doctor	46	Private	31520	54	0	F	13	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	51778	No	0	0	0	Yes	High School	Student	5	Private	7100	56	0	F	4	SUV	0	No	2	Highly Urban/ Urban
0	0	0	142002	No	345671	10	0	Yes	Bachelors	Manager	33	Commercial	27750	38	0	M	4	Panel Truck	0	No	2	Highly Urban/ Urban
0	0	0	72188	No	229982	13	2	Yes	Bachelors	Professional	29	Private	9790	32	2	F	17	SUV	3176	No	1	Highly Urban/ Urban
0	0	0	80522	No	244552	3	1	Yes	Bachelors	Manager	16	Private	14350	48	0	F	1	SUV	0	No	2	Highly Urban/ Urban
0	0	0	35852	No	142093	12	0	Yes	High School	Blue Collar	21	Private	13460	46	0	M	10	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	53431	No	0	9	0	No	Bachelors	Professional	5	Private	8050	43	1	F	3	SUV	4408	No	5	Highly Urban/ Urban
0	0	0	6712	No	158840	14	1	Yes	Bachelors	Home Maker	37	Private	2910	41	0	F	7	Sports Car	0	No	2	Highly Urban/ Urban
0	0	0	45471	No	170808	12	0	Yes	Bachelors	Clerical	14	Private	10670	49	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	0	134967	No	335456	14	0	Yes	Masters	Manager	31	Private	16020	44	0	F	4	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	46952	No	223769	13	0	Yes	Bachelors	Blue Collar	26	Commercial	6200	50	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	0	69692	No	243839	11	0	Yes	Masters	Lawyer	58	Private	18370	47	2	F	4	Sports Car	3314	No	0	Highly Urban/ Urban
0	0	0	97083	No	0	12	0	No	Bachelors	Professional	20	Private	18800	57	1	F	13	Minivan	4925	No	4	Highly Urban/ Urban
0	0	0	14410	No	0	6	0	No	High School	Clerical	27	Private	7740	48	1	F	7	SUV	1001	No	3	Highly Urban/ Urban
0	0	0	192426	No	483998	13	2	Yes	PhD	Doctor	46	Private	33460	39	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	46074	No	0	12	0	No	Bachelors	Manager	42	Private	11510	54	0	M	3	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	0	No	84656	11	0	Yes	High School	Student	36	Commercial	24520	43	1	M	1	Panel Truck	1119	No	8	Highly Urban/ Urban
0	0	0	95713	No	302676	9	0	Yes	PhD	Manager	32	Private	23040	51	0	F	9	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	116933	No	372067	7	0	No	Bachelors	Professional	19	Commercial	25740	38	0	M	1	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	90377	No	251223	10	0	No	Bachelors	Blue Collar	21	Commercial	5500	40	0	M	1	Pickup	0	No	2	Highly Urban/ Urban
0	0	0	86232	No	272326	16	2	Yes	Masters	Manager	8	Private	15820	57	0	F	9	SUV	0	No	0	Highly Urban/ Urban
0	0	0	103134	No	158840	13	0	No	Masters	Lawyer	38	Private	16310	45	0	F	1	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	69268	No	238236	13	0	Yes	Bachelors	Blue Collar	31	Commercial	13730	53	1	M	6	Minivan	23381	No	1	Highly Urban/ Urban
0	0	0	23094	No	140813	17	2	Yes	High School	Blue Collar	27	Commercial	9310	39	2	F	4	Sports Car	4732	No	0	Highly Urban/ Urban
0	0	0	37407	No	138623	12	0	Yes	Bachelors	Manager	32	Private	7940	45	1	F	4	Sports Car	47712	Yes	0	Highly Urban/ Urban
0	0	0	111970	No	342129	14	0	Yes	Masters	Manager	28	Commercial	23780	57	1	M	3	Panel Truck	20369	Yes	5	Highly Urban/ Urban
0	0	0	50	No	60765	12	2	Yes	Bachelors	Student	19	Commercial	5610	41	0	M	1	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	62044	No	201347	12	1	Yes	Bachelors	Professional	37	Private	11100	34	0	F	17	SUV	0	No	0	Highly Rural/ Rural
0	0	0	80577	No	0	12	0	No	Masters	Lawyer	34	Private	13610	47	0	M	11	Minivan	0	No	3	Highly Urban/ Urban
0	0	0	27127	No	158840	8	0	No	High School	Clerical	36	Private	21960	44	2	F	6	Minivan	35472	Yes	2	Highly Urban/ Urban
0	0	0	122543	No	326327	11	0	Yes	Bachelors	Manager	28	Commercial	25100	40	0	M	7	Panel Truck	0	No	2	Highly Urban/ Urban
0	0	0	122192	No	337259	10	0	No	Masters	Lawyer	32	Commercial	24120	49	0	M	1	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	53568	No	202687	13	0	Yes	Bachelors	Blue Collar	37	Commercial	22250	50	0	M	13	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	86100	No	268336	6	1	Yes	Masters	Manager	48	Private	15410	53	0	M	8	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	34887	Yes	156214	12	1	No	Bachelors	Blue Collar	38	Commercial	23260	34	0	F	1	SUV	0	No	3	Highly Urban/ Urban
0	0	0	178864	No	428679	11	0	No	Masters	Lawyer	43	Private	23790	44	0	F	4	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	51778	No	369612	13	0	No	PhD	Manager	43	Private	20440	46	0	F	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	56566	No	222820	13	0	Yes	Masters	Manager	27	Commercial	24850	50	3	M	1	Panel Truck	1203	No	3	Highly Urban/ Urban
0	0	0	37794	No	0	12	0	No	High School	Home Maker	38	Private	17050	55	3	M	1	Minivan	39617	Yes	4	Highly Urban/ Urban
0	0	1	20145	No	128953	15	3	Yes	High School	Home Maker	56	Private	5200	38	1	F	3	Sports Car	38063	Yes	0	Highly Urban/ Urban
0	0	0	91045	No	206587	17	3	Yes	Masters	Lawyer	22	Commercial	27390	37	3	M	1	Panel Truck	2215	No	3	Highly Urban/ Urban
0	0	1	85273	Yes	257283	11	2	No	Masters	Lawyer	55	Private	19070	40	2	F	13	SUV	2907	No	5	Highly Urban/ Urban
0	0	1	51401	Yes	179590	14	3	No	Bachelors	Blue Collar	15	Commercial	9050	40	0	M	1	Pickup	0	Yes	0	Highly Rural/ Rural
0	0	0	220178	No	561085	11	0	No	PhD	Doctor	41	Private	13880	58	2	M	7	Minivan	4323	No	1	Highly Urban/ Urban
0	0	0	79315	No	255491	5	0	Yes	Bachelors	Manager	7	Private	14830	54	0	F	4	Minivan	0	No	2	Highly Urban/ Urban
0	0	1	54297	No	231033	11	1	Yes	Bachelors	Professional	36	Private	12150	63	0	M	4	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	102113	Yes	255135	12	2	No	High School	Manager	37	Private	19720	30	1	M	3	Van	6998	No	0	Highly Urban/ Urban
0	0	0	64916	No	282967	12	0	Yes	Bachelors	Blue Collar	18	Commercial	6200	48	1	M	4	Pickup	5893	No	6	Highly Urban/ Urban
0	0	0	103328	No	323740	11	0	Yes	Bachelors	Blue Collar	53	Commercial	16930	51	2	M	7	Van	3204	No	3	Highly Urban/ Urban
0	0	0	51778	No	0	8	0	No	High School	Blue Collar	35	Private	23900	27	1	F	6	Minivan	2838	No	6	Highly Urban/ Urban
0	0	0	109040	No	327237	16	0	Yes	PhD	Doctor	48	Private	28850	53	0	M	1	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	158180	Yes	158840	13	2	No	Masters	Lawyer	5	Private	21620	43	0	F	1	SUV	0	No	2	Highly Urban/ Urban
0	0	0	63260	No	0	12	0	No	High School	Blue Collar	7	Commercial	24160	48	2	F	4	Minivan	7858	No	9	Highly Urban/ Urban
0	0	0	53758	No	0	10	0	No	High School	Blue Collar	55	Commercial	15810	47	1	F	4	Sports Car	684	No	0	Highly Urban/ Urban
0	0	0	15905	No	0	6	0	Yes	High School	Student	20	Commercial	8090	50	2	M	1	Minivan	5672	No	3	Highly Urban/ Urban
0	0	0	34050	No	172329	15	0	Yes	High School	Clerical	37	Private	9800	49	0	F	9	SUV	0	No	0	Highly Rural/ Rural
0	0	2	69158	No	234203	9	0	Yes	Masters	Lawyer	40	Private	7940	46	1	M	13	SUV	1495	No	3	Highly Urban/ Urban
0	0	0	116518	No	376273	17	0	Yes	PhD	Manager	49	Private	16110	64	0	F	17	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	91324	No	261739	11	0	No	Bachelors	Manager	31	Private	6000	45	0	M	11	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	51778	No	302922	13	3	Yes	Masters	Lawyer	25	Private	15450	44	0	F	10	SUV	0	No	0	Highly Urban/ Urban
0	0	0	222379	No	535687	13	0	Yes	PhD	Manager	37	Private	29340	56	0	F	1	Pickup	0	No	1	Highly Urban/ Urban
0	0	0	20800	No	0	6	0	Yes	High School	Student	57	Private	5400	36	0	F	3	SUV	0	No	1	Highly Urban/ Urban
0	0	1	21238	No	0	10	0	No	High School	Clerical	41	Private	6000	46	2	M	1	SUV	6524	No	1	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	Bachelors	Student	38	Commercial	16280	36	3	F	4	Minivan	3365	No	2	Highly Urban/ Urban
0	0	0	45996	No	192429	4	0	No	High School	Clerical	49	Private	6100	46	0	F	13	SUV	0	No	1	Highly Rural/ Rural
0	0	1	5538	No	78372	15	2	Yes	Bachelors	Home Maker	49	Private	5950	39	1	F	1	Sports Car	6127	No	0	Highly Urban/ Urban
0	0	0	12938	No	0	9	2	Yes	High School	Student	31	Commercial	15520	36	0	F	1	SUV	0	No	1	Highly Rural/ Rural
0	0	0	153941	No	421045	11	0	Yes	PhD	Lawyer	41	Private	23630	47	0	F	9	Sports Car	0	No	3	Highly Urban/ Urban
0	0	0	13614	No	96941	14	0	No	Masters	Lawyer	34	Private	25250	56	2	M	1	Minivan	4188	No	0	Highly Urban/ Urban
0	0	0	44808	No	199470	9	0	Yes	High School	Blue Collar	25	Commercial	10780	48	2	M	6	Pickup	5001	No	4	Highly Urban/ Urban
0	0	0	46395	Yes	0	11	3	No	Bachelors	Blue Collar	25	Commercial	22240	40	2	F	10	Minivan	5091	No	1	Highly Urban/ Urban
0	0	2	32520	No	0	10	2	Yes	Bachelors	Student	5	Commercial	12250	37	0	M	4	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	146240	No	0	10	0	No	Masters	Professional	63	Private	11860	55	0	M	6	Pickup	0	No	2	Highly Urban/ Urban
0	0	0	134582	No	371127	11	0	Yes	Bachelors	Professional	41	Commercial	30950	51	0	M	4	Panel Truck	0	No	1	Highly Urban/ Urban
0	0	0	67700	No	0	11	0	No	High School	Blue Collar	16	Commercial	12230	40	3	F	7	SUV	1429	No	7	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	Masters	Home Maker	51	Private	6200	47	1	M	6	Pickup	32418	Yes	0	Highly Urban/ Urban
0	0	0	0	No	158840	0	4	Yes	High School	Student	16	Private	4100	26	2	M	1	Minivan	6819	No	4	Highly Urban/ Urban
0	0	0	18127	No	129798	4	2	Yes	High School	Blue Collar	40	Private	23270	37	2	M	6	Minivan	2015	No	7	Highly Urban/ Urban
0	0	0	113486	Yes	360227	16	3	No	PhD	Doctor	32	Private	17050	42	0	F	3	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	14500	No	112458	11	0	Yes	Bachelors	Home Maker	32	Private	8650	57	1	F	12	SUV	1662	No	3	Highly Urban/ Urban
0	0	0	14535	No	122827	14	3	Yes	PhD	Manager	41	Private	16950	40	0	F	17	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	38317	No	0	10	0	No	High School	Blue Collar	24	Commercial	5330	36	0	M	4	Pickup	0	No	4	Highly Urban/ Urban
0	0	0	109258	No	359318	11	0	Yes	Bachelors	Blue Collar	17	Commercial	17930	55	0	F	13	SUV	0	No	0	Highly Urban/ Urban
0	0	0	35362	No	0	11	0	No	High School	Clerical	8	Private	13140	46	0	M	7	Minivan	0	No	4	Highly Urban/ Urban
0	0	0	45451	No	158840	14	0	Yes	High School	Clerical	29	Private	20970	49	0	F	1	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	38871	No	178677	14	0	Yes	PhD	Doctor	20	Commercial	38870	46	0	F	7	Van	0	No	1	Highly Urban/ Urban
0	0	0	40878	No	247147	15	0	Yes	High School	Clerical	11	Private	16470	59	0	M	10	Van	0	No	1	Highly Rural/ Rural
0	0	0	27613	No	176749	11	0	Yes	High School	Blue Collar	39	Private	8360	41	0	M	6	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	90942	No	262261	15	0	Yes	Bachelors	Professional	33	Private	19170	50	0	F	4	SUV	0	No	1	Highly Urban/ Urban
0	0	0	67453	No	242737	10	0	Yes	High School	Blue Collar	57	Commercial	13250	50	0	M	6	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	37307	Yes	0	11	1	No	High School	Home Maker	71	Private	9040	30	0	F	10	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	56946	No	246083	12	0	Yes	Masters	Lawyer	47	Private	26020	67	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	32256	No	175861	12	0	Yes	High School	Home Maker	38	Private	22110	48	0	F	1	Minivan	0	No	1	Highly Rural/ Rural
0	0	1	48198	Yes	0	11	1	No	High School	Blue Collar	40	Private	11280	48	2	F	7	Sports Car	2667	No	7	Highly Urban/ Urban
0	0	0	71827	No	193298	10	2	Yes	High School	Blue Collar	46	Commercial	5000	35	2	M	1	Minivan	5406	No	3	Highly Urban/ Urban
0	0	0	26727	No	148853	5	0	Yes	High School	Clerical	69	Private	21990	39	3	M	7	Minivan	2053	No	9	Highly Rural/ Rural
0	0	0	46087	No	180425	11	0	Yes	Bachelors	Blue Collar	18	Commercial	15750	59	1	F	1	Minivan	31406	Yes	4	Highly Urban/ Urban
0	0	0	34512	Yes	0	7	1	No	High School	Blue Collar	51	Commercial	8950	40	1	M	6	Pickup	4955	No	7	Highly Urban/ Urban
0	0	0	19984	No	129313	12	2	Yes	High School	Clerical	41	Private	5500	40	0	M	1	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	152677	No	0	4	0	No	PhD	Lawyer	21	Private	34680	41	0	F	1	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	0	No	117445	0	0	Yes	Bachelors	Home Maker	72	Private	1500	50	0	F	1	Sports Car	0	No	1	Highly Urban/ Urban
0	0	0	91558	No	294494	9	0	No	High School	Blue Collar	70	Commercial	29110	56	0	M	10	Panel Truck	0	No	2	Highly Rural/ Rural
0	0	0	70478	No	0	12	0	No	High School	Manager	32	Private	12650	41	0	F	4	SUV	0	Yes	2	Highly Urban/ Urban
0	0	0	62803	No	180931	13	0	Yes	Bachelors	Professional	17	Commercial	17610	41	0	M	7	Van	0	No	0	Highly Rural/ Rural
0	0	0	74854	No	210374	15	2	Yes	Bachelors	Professional	20	Private	11890	29	0	M	3	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	38813	No	127229	8	3	Yes	Bachelors	Clerical	31	Private	5600	41	0	F	3	SUV	0	No	0	Highly Urban/ Urban
0	0	0	51834	No	205761	12	0	Yes	Bachelors	Blue Collar	34	Commercial	28190	48	0	F	7	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	20575	No	187632	11	0	Yes	High School	Clerical	50	Private	6590	58	0	F	6	SUV	0	No	4	Highly Urban/ Urban
0	0	0	31392	No	142235	11	0	Yes	High School	Clerical	38	Private	1500	47	0	M	1	Minivan	0	Yes	1	Highly Urban/ Urban
0	0	0	14903	No	100046	13	4	Yes	High School	Clerical	31	Private	2990	34	1	F	4	Sports Car	5403	No	5	Highly Urban/ Urban
0	0	0	35133	No	216843	16	0	Yes	Bachelors	Manager	65	Private	15780	56	3	M	1	Minivan	5369	No	0	Highly Urban/ Urban
0	0	0	0	No	0	0	0	Yes	Bachelors	Student	43	Private	5630	55	0	M	7	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	47927	No	193615	12	0	Yes	High School	Blue Collar	35	Commercial	6800	53	0	M	1	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	35362	Yes	0	12	2	No	High School	Clerical	38	Commercial	8940	39	3	M	7	Pickup	2610	No	0	Highly Urban/ Urban
0	0	0	59164	No	0	12	0	No	PhD	Doctor	20	Commercial	6200	47	0	M	1	Pickup	0	No	3	Highly Urban/ Urban
0	0	0	134646	No	359803	8	0	Yes	Masters	Lawyer	28	Private	20660	48	0	F	7	Pickup	0	No	2	Highly Urban/ Urban
0	0	0	55723	No	158840	13	0	Yes	Masters	Professional	29	Commercial	37670	54	0	M	1	Panel Truck	0	No	1	Highly Urban/ Urban
0	0	1	39302	Yes	146365	16	3	No	High School	Clerical	37	Private	5700	42	0	F	7	SUV	0	No	0	Highly Urban/ Urban
0	0	0	58335	No	177245	12	0	Yes	High School	Blue Collar	41	Commercial	25910	40	1	M	1	Panel Truck	8052	No	4	Highly Urban/ Urban
0	0	0	29042	No	109832	11	1	Yes	High School	Clerical	32	Private	6370	30	1	M	6	Pickup	3142	No	1	Highly Urban/ Urban
0	0	0	99034	No	300616	10	0	Yes	Bachelors	Professional	9	Commercial	11400	44	3	M	7	Pickup	2026	No	0	Highly Urban/ Urban
0	0	0	105870	No	339220	13	0	Yes	Masters	Lawyer	22	Private	5900	44	0	F	7	SUV	0	No	0	Highly Urban/ Urban
0	0	0	17839	No	96399	14	3	Yes	High School	Clerical	64	Commercial	18780	31	0	F	3	Pickup	0	No	1	Highly Rural/ Rural
0	0	0	72606	No	0	12	0	No	Bachelors	Professional	34	Private	13060	43	2	F	4	SUV	11613	No	0	Highly Urban/ Urban
0	0	0	21628	Yes	60877	10	1	No	High School	Home Maker	44	Private	12260	40	0	F	10	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	160894	No	402158	11	0	Yes	Bachelors	Manager	32	Commercial	23810	45	0	M	10	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	65529	No	158840	9	0	No	Bachelors	Manager	10	Private	14530	52	0	M	4	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	87396	No	158840	8	0	No	Masters	Lawyer	5	Commercial	31510	46	0	M	11	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	1	37520	Yes	157574	11	2	No	High School	Blue Collar	19	Commercial	9550	43	2	M	6	Pickup	1459	No	0	Highly Urban/ Urban
0	0	0	51778	No	166168	17	2	Yes	Masters	Manager	14	Private	26280	45	0	F	7	Sports Car	0	No	1	Highly Urban/ Urban
0	0	2	0	No	98245	0	4	Yes	High School	Home Maker	39	Private	14000	43	0	F	6	SUV	0	No	2	Highly Rural/ Rural
0	0	0	0	No	115457	0	0	Yes	Bachelors	Home Maker	74	Private	7500	58	0	F	4	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	57771	No	139826	12	0	Yes	Bachelors	Clerical	18	Private	13320	30	0	F	4	Minivan	0	No	1	Highly Rural/ Rural
0	0	0	111407	No	320420	11	0	Yes	Masters	Professional	33	Commercial	24130	41	0	M	6	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	22877	No	158840	11	0	Yes	High School	Home Maker	41	Private	18530	58	0	M	6	Van	0	No	1	Highly Rural/ Rural
0	0	0	50624	No	0	13	0	No	Bachelors	Manager	50	Private	9070	54	0	F	1	SUV	0	Yes	1	Highly Urban/ Urban
0	0	0	116247	No	0	10	0	No	Bachelors	Blue Collar	25	Commercial	1500	39	0	M	13	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	51982	No	169672	14	0	Yes	Bachelors	Professional	5	Private	23390	48	3	F	1	Sports Car	38267	Yes	5	Highly Urban/ Urban
0	0	0	102658	No	315103	8	2	Yes	Bachelors	Blue Collar	58	Commercial	16270	45	0	F	9	SUV	0	No	1	Highly Rural/ Rural
0	0	0	131641	No	311314	12	0	No	Masters	Lawyer	23	Private	25010	48	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	120123	No	345102	12	0	Yes	Masters	Lawyer	29	Commercial	18710	52	3	M	11	Van	5866	No	1	Highly Urban/ Urban
0	0	0	19796	No	127000	15	1	Yes	High School	Clerical	30	Private	10460	42	1	F	4	SUV	6488	No	4	Highly Urban/ Urban
0	0	0	54315	No	171738	15	2	Yes	High School	Professional	5	Private	15220	39	4	M	6	Minivan	4845	No	5	Highly Urban/ Urban
0	0	0	119975	No	339052	13	0	Yes	PhD	Doctor	40	Private	13500	57	0	F	10	SUV	0	Yes	0	Highly Urban/ Urban
0	0	0	75912	No	274531	11	0	Yes	PhD	Manager	6	Private	16900	61	0	M	1	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	105936	No	297381	12	0	Yes	PhD	Doctor	58	Private	6600	51	4	F	1	SUV	8112	No	0	Highly Urban/ Urban
0	0	0	10359	No	0	9	0	No	High School	Student	32	Private	15960	49	0	F	5	SUV	0	No	0	Highly Urban/ Urban
0	0	0	73872	No	245878	8	0	Yes	Masters	Lawyer	43	Private	25510	46	0	F	4	Minivan	0	No	1	Highly Rural/ Rural
0	0	1	28585	No	125387	16	3	Yes	High School	Blue Collar	50	Private	8260	39	2	F	4	SUV	5116	No	1	Highly Urban/ Urban
0	0	0	60829	No	192496	13	0	Yes	Bachelors	Professional	23	Commercial	32630	46	2	M	1	Panel Truck	6626	No	0	Highly Urban/ Urban
0	0	0	62664	No	0	6	0	No	Bachelors	Manager	33	Private	15070	73	0	M	1	Minivan	0	No	5	Highly Urban/ Urban
0	0	0	144467	No	0	8	0	No	Masters	Manager	39	Private	24890	45	0	F	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	14277	No	109348	11	1	Yes	High School	Professional	34	Private	6230	33	3	F	6	SUV	1225	No	3	Highly Urban/ Urban
0	0	0	41137	No	158840	13	0	Yes	Masters	Professional	47	Private	15770	52	0	M	4	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	40681	No	192334	6	0	Yes	High School	Professional	32	Private	1500	50	3	F	1	Sports Car	9111	No	1	Highly Urban/ Urban
0	0	0	63084	No	221121	12	0	Yes	High School	Professional	23	Private	25140	46	0	F	4	SUV	0	Yes	0	Highly Urban/ Urban
0	0	0	9785	No	92435	12	2	Yes	High School	Clerical	41	Private	16130	41	2	F	4	SUV	7663	No	4	Highly Urban/ Urban
0	0	0	59603	No	0	8	0	No	Masters	Lawyer	30	Commercial	26330	40	0	F	4	Pickup	0	No	1	Highly Urban/ Urban
0	0	0	11513	Yes	0	13	1	No	High School	Clerical	37	Private	6050	34	0	F	1	SUV	0	No	1	Highly Rural/ Rural
0	0	0	37417	No	140449	11	0	Yes	High School	Professional	51	Private	7440	45	0	F	6	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	23245	Yes	0	11	1	No	High School	Clerical	47	Private	7410	25	2	M	7	Pickup	965	No	4	Highly Urban/ Urban
0	0	1	67295	No	220104	9	2	Yes	Bachelors	Blue Collar	44	Commercial	19620	40	0	F	14	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	86372	No	256431	8	1	Yes	PhD	Manager	31	Private	14670	37	3	M	1	Minivan	32575	Yes	2	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	Bachelors	Home Maker	49	Private	4300	28	2	F	6	SUV	52102	Yes	6	Highly Urban/ Urban
0	0	0	50443	No	206150	9	0	Yes	Masters	Lawyer	24	Private	17960	57	0	F	4	SUV	0	No	0	Highly Urban/ Urban
0	0	0	12510	No	122649	12	1	Yes	High School	Clerical	60	Private	6050	33	0	M	7	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	0	No	79582	0	3	Yes	High School	Home Maker	43	Private	11530	44	2	F	6	Sports Car	6602	No	10	Highly Urban/ Urban
0	0	0	122439	Yes	0	9	2	No	Bachelors	Blue Collar	32	Commercial	24900	38	0	M	9	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	83613	No	287044	12	0	No	Masters	Manager	6	Commercial	25430	42	1	M	4	Panel Truck	26118	No	2	Highly Urban/ Urban
0	0	0	77537	No	227804	13	0	Yes	Masters	Lawyer	47	Commercial	6200	47	0	M	8	Pickup	0	No	1	Highly Rural/ Rural
0	0	0	25323	No	154839	9	0	No	Bachelors	Professional	60	Private	24700	59	0	M	6	Minivan	0	No	3	Highly Rural/ Rural
0	0	0	139801	No	386903	14	3	Yes	Bachelors	Clerical	24	Private	28580	34	0	F	4	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	43222	No	199576	12	0	No	Bachelors	Professional	55	Private	1500	35	0	M	6	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	43393	No	202835	13	0	Yes	High School	Clerical	23	Private	11040	52	2	F	1	SUV	6624	No	5	Highly Urban/ Urban
0	0	0	75714	No	221496	14	0	No	Bachelors	Professional	13	Private	17210	59	0	M	1	Van	0	Yes	0	Highly Urban/ Urban
0	0	1	0	Yes	93311	0	4	No	High School	Student	51	Commercial	9090	42	2	F	16	SUV	6195	No	0	Highly Urban/ Urban
0	0	0	27433	No	147243	11	0	Yes	High School	Blue Collar	33	Private	27420	48	2	F	7	Pickup	34616	No	0	Highly Urban/ Urban
0	0	0	51778	No	0	0	0	No	High School	Home Maker	5	Private	10220	48	0	F	4	SUV	0	No	2	Highly Urban/ Urban
0	0	3	29955	No	86034	6	3	Yes	High School	Clerical	33	Private	11510	45	2	F	1	SUV	4436	No	1	Highly Urban/ Urban
0	0	0	78124	No	158840	12	0	Yes	High School	Blue Collar	29	Commercial	13010	37	0	F	6	SUV	0	No	0	Highly Urban/ Urban
0	0	0	74343	No	222957	8	0	No	Masters	Lawyer	52	Commercial	44130	51	2	M	7	Panel Truck	5689	No	0	Highly Urban/ Urban
0	0	0	48718	Yes	0	11	2	No	High School	Clerical	62	Private	22390	44	4	M	1	Van	9484	No	1	Highly Rural/ Rural
0	0	0	28573	No	159254	12	0	Yes	High School	Clerical	60	Private	9160	48	0	M	6	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	61441	No	158840	15	0	Yes	Bachelors	Professional	21	Commercial	23120	55	0	M	4	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	7619	Yes	0	12	2	No	High School	Student	36	Private	22630	38	0	F	7	SUV	0	No	0	Highly Rural/ Rural
0	0	0	71869	No	246071	11	0	No	Masters	Professional	53	Commercial	30710	46	0	M	8	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	86510	No	0	7	0	No	Bachelors	Professional	40	Commercial	31300	44	1	M	3	Panel Truck	8898	No	0	Highly Urban/ Urban
0	0	0	93870	No	286090	8	0	Yes	High School	Blue Collar	60	Commercial	27140	50	2	M	7	Panel Truck	5841	No	3	Highly Urban/ Urban
0	0	0	17050	No	0	12	0	No	High School	Clerical	33	Private	8600	54	0	M	7	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	0	No	0	0	3	Yes	Bachelors	Student	30	Private	5100	36	0	M	1	Pickup	0	Yes	0	Highly Urban/ Urban
0	0	0	94059	No	286323	11	0	Yes	Bachelors	Professional	33	Private	5300	39	3	M	9	Pickup	4914	No	7	Highly Urban/ Urban
0	0	0	18651	Yes	93886	12	1	No	High School	Clerical	19	Private	7070	37	0	M	9	Pickup	0	No	1	Highly Rural/ Rural
0	0	0	0	No	0	0	1	Yes	Bachelors	Home Maker	19	Private	8760	41	2	F	11	SUV	6307	No	7	Highly Urban/ Urban
0	0	0	62617	No	239733	11	0	No	Masters	Manager	37	Private	14640	48	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	77531	No	248573	11	0	No	Masters	Lawyer	28	Private	14750	55	0	M	4	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	51778	No	0	11	0	No	High School	Home Maker	35	Private	13980	36	0	F	6	SUV	0	No	0	Highly Urban/ Urban
0	0	0	51778	No	286147	11	0	Yes	Bachelors	Professional	33	Private	5700	42	0	F	11	SUV	0	No	2	Highly Rural/ Rural
0	0	0	60707	No	208744	12	2	Yes	Bachelors	Professional	43	Private	10870	33	2	F	1	Sports Car	2714	No	3	Highly Urban/ Urban
0	0	0	93034	No	273493	11	0	No	Masters	Manager	30	Private	6600	50	2	F	1	Sports Car	7013	No	0	Highly Urban/ Urban
0	0	0	51778	No	158840	9	0	No	Bachelors	Manager	50	Private	19440	54	2	F	1	Sports Car	3152	No	7	Highly Urban/ Urban
0	0	1	88137	No	256436	13	3	Yes	Masters	Lawyer	52	Commercial	17680	37	2	M	4	Van	25208	Yes	0	Highly Urban/ Urban
0	0	0	53303	No	207701	14	3	Yes	High School	Blue Collar	43	Commercial	11230	44	2	F	1	Sports Car	4444	No	3	Highly Urban/ Urban
0	0	0	14525	No	115933	15	0	No	Masters	Lawyer	26	Commercial	28820	38	0	F	10	Pickup	0	Yes	1	Highly Urban/ Urban
0	0	0	52722	No	0	12	0	No	High School	Professional	55	Commercial	21390	54	0	M	6	Van	0	No	0	Highly Urban/ Urban
0	0	0	27192	No	169143	14	0	Yes	High School	Blue Collar	22	Private	4220	47	0	F	4	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	115617	No	257496	12	1	Yes	Masters	Professional	17	Private	13060	34	0	M	7	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	30415	No	121494	10	2	Yes	High School	Clerical	39	Private	9040	45	2	F	6	SUV	3456	No	3	Highly Urban/ Urban
0	0	0	0	No	0	0	2	Yes	High School	Student	26	Private	4900	34	0	F	7	SUV	0	No	2	Highly Urban/ Urban
0	0	0	28299	No	183581	5	0	Yes	Bachelors	Home Maker	40	Private	21330	50	0	F	6	SUV	0	No	1	Highly Urban/ Urban
0	0	0	45468	No	201166	9	3	Yes	Bachelors	Blue Collar	30	Commercial	30600	38	2	F	7	Pickup	38664	Yes	2	Highly Urban/ Urban
0	0	0	0	Yes	0	0	4	No	Bachelors	Student	44	Commercial	14080	43	1	F	6	SUV	3073	No	1	Highly Urban/ Urban
0	0	0	38388	No	0	12	0	No	High School	Blue Collar	33	Commercial	14480	46	3	F	17	Sports Car	12192	No	7	Highly Urban/ Urban
0	0	0	119870	No	321592	11	0	Yes	Masters	Manager	32	Private	17370	46	0	M	7	Minivan	0	Yes	0	Highly Urban/ Urban
0	0	1	49557	No	189358	14	1	Yes	Masters	Lawyer	52	Private	10960	45	0	F	4	SUV	0	No	0	Highly Urban/ Urban
0	0	0	123567	No	158840	10	0	No	PhD	Doctor	5	Private	13860	38	0	F	10	SUV	0	No	1	Highly Urban/ Urban
0	0	1	80127	No	223205	12	3	Yes	Bachelors	Professional	48	Private	29850	45	1	F	8	Sports Car	10931	Yes	3	Highly Urban/ Urban
0	0	0	0	Yes	158840	0	2	No	High School	Student	32	Private	5440	39	0	M	3	Pickup	0	No	3	Highly Urban/ Urban
0	0	0	70308	No	0	7	0	No	Bachelors	Professional	46	Private	13330	48	0	F	4	Minivan	0	No	4	Highly Urban/ Urban
0	0	0	98890	No	288461	13	0	Yes	Masters	Lawyer	37	Private	34840	50	0	M	10	Minivan	0	Yes	0	Highly Urban/ Urban
0	0	0	32265	No	0	11	0	No	High School	Clerical	46	Private	15850	40	0	F	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	111343	No	343846	10	0	Yes	Masters	Lawyer	23	Private	1500	46	0	F	6	SUV	0	No	0	Highly Urban/ Urban
0	0	0	51778	No	0	11	0	No	Masters	Lawyer	14	Private	10970	39	0	F	10	SUV	0	No	0	Highly Urban/ Urban
0	0	0	75849	No	158840	13	0	Yes	High School	Blue Collar	55	Commercial	17610	48	0	M	10	Van	0	No	0	Highly Urban/ Urban
0	0	0	49856	No	221500	12	0	Yes	Masters	Manager	70	Commercial	18210	57	0	M	11	Van	0	No	0	Highly Urban/ Urban
0	0	0	31908	No	0	7	0	No	Masters	Lawyer	29	Private	20360	31	3	F	15	Minivan	2858	No	0	Highly Urban/ Urban
0	0	0	18273	No	0	13	0	No	High School	Clerical	56	Private	6600	51	1	F	10	SUV	959	No	5	Highly Urban/ Urban
0	0	0	48144	No	158840	13	0	No	High School	Clerical	36	Private	12640	53	0	M	7	Minivan	0	No	3	Highly Urban/ Urban
0	0	1	77885	No	234009	6	0	Yes	Bachelors	Manager	20	Commercial	19040	47	0	F	4	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	84006	No	295624	15	0	Yes	Masters	Lawyer	13	Commercial	27240	60	2	M	7	Panel Truck	26992	No	4	Highly Urban/ Urban
0	0	0	172230	No	488497	11	0	Yes	Bachelors	Professional	17	Private	32320	49	0	F	7	SUV	0	No	0	Highly Urban/ Urban
0	0	0	0	No	50322	0	0	No	High School	Student	5	Private	12270	36	3	F	10	SUV	7635	No	4	Highly Urban/ Urban
0	0	0	65166	No	254586	15	0	Yes	PhD	Doctor	41	Private	11500	45	1	F	3	Sports Car	38411	Yes	0	Highly Urban/ Urban
0	0	0	64579	No	250109	11	0	No	Bachelors	Manager	30	Private	13140	48	2	F	13	SUV	7503	No	5	Highly Urban/ Urban
0	0	0	136371	No	0	5	0	No	PhD	Doctor	25	Commercial	27540	46	2	M	1	Panel Truck	21880	Yes	3	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	High School	Student	54	Commercial	8750	48	2	M	4	Pickup	1058	No	6	Highly Rural/ Rural
0	0	0	0	No	0	0	3	Yes	Bachelors	Student	17	Commercial	22500	27	0	F	1	Pickup	0	No	5	Highly Urban/ Urban
0	0	1	36626	Yes	0	14	2	No	High School	Blue Collar	34	Commercial	19790	58	0	M	3	Van	0	No	4	Highly Urban/ Urban
0	0	0	51778	No	466537	14	4	Yes	PhD	Doctor	52	Private	24020	35	0	F	7	SUV	0	Yes	3	Highly Urban/ Urban
0	0	0	51778	No	218410	13	0	Yes	Bachelors	Professional	26	Private	8380	48	0	M	1	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	41240	No	187815	13	0	Yes	High School	Clerical	16	Private	24810	50	3	F	6	SUV	4053	No	0	Highly Urban/ Urban
0	0	0	57267	No	208613	13	2	Yes	High School	Manager	23	Commercial	25570	44	2	M	10	Panel Truck	5053	No	5	Highly Urban/ Urban
0	0	0	0	No	119201	0	1	Yes	High School	Home Maker	43	Private	7100	56	2	F	7	SUV	2882	No	2	Highly Urban/ Urban
0	0	1	24498	Yes	0	6	1	No	High School	Clerical	36	Private	9920	40	0	F	11	SUV	0	No	0	Highly Urban/ Urban
0	0	0	71855	No	0	12	0	No	High School	Blue Collar	64	Commercial	37760	46	0	F	6	Van	0	No	0	Highly Rural/ Rural
0	0	0	87444	No	247573	6	0	Yes	Bachelors	Blue Collar	26	Commercial	13110	45	0	M	3	Minivan	0	No	5	Highly Rural/ Rural
0	0	0	0	No	158840	0	0	Yes	High School	Student	42	Commercial	21470	53	3	M	6	Minivan	4372	No	2	Highly Urban/ Urban
0	0	0	107700	No	158840	14	0	Yes	Masters	Lawyer	27	Private	14140	53	0	M	10	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	34132	No	147155	15	0	Yes	High School	Blue Collar	53	Commercial	9610	47	1	F	4	Minivan	5047	No	3	Highly Urban/ Urban
0	0	0	24469	No	128238	17	2	Yes	High School	Blue Collar	5	Commercial	27450	44	0	M	4	Panel Truck	0	No	4	Highly Urban/ Urban
0	0	1	115960	Yes	0	14	1	No	High School	Blue Collar	17	Commercial	29570	43	0	F	17	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	40219	No	226113	11	0	Yes	Bachelors	Professional	21	Private	13820	59	0	F	4	SUV	0	No	1	Highly Urban/ Urban
0	0	0	174993	No	0	8	0	No	PhD	Doctor	40	Commercial	34720	52	0	M	3	Panel Truck	0	No	1	Highly Urban/ Urban
0	0	0	27652	No	145983	12	0	No	High School	Clerical	19	Private	21460	53	1	M	4	Van	6348	No	0	Highly Urban/ Urban
0	0	0	63010	No	224623	13	0	Yes	Masters	Lawyer	62	Commercial	7800	57	0	M	13	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	30762	No	133502	13	0	No	High School	Professional	25	Private	14710	49	0	F	8	SUV	0	No	0	Highly Urban/ Urban
0	0	0	123426	No	361688	11	0	Yes	Bachelors	Manager	35	Commercial	36200	52	0	M	1	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	129222	No	376824	13	0	No	Masters	Lawyer	41	Private	8470	54	0	M	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	71093	No	229315	9	0	Yes	Bachelors	Blue Collar	35	Commercial	26270	52	0	M	1	Minivan	0	Yes	2	Highly Rural/ Rural
0	0	0	228160	No	569361	12	0	No	PhD	Manager	21	Private	30490	54	0	F	4	Minivan	0	No	4	Highly Urban/ Urban
0	0	0	83304	No	234493	8	0	Yes	Bachelors	Clerical	10	Private	16160	38	2	F	1	SUV	20337	Yes	3	Highly Urban/ Urban
0	0	0	56079	No	228205	12	0	Yes	Bachelors	Manager	32	Private	25110	50	0	M	10	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	15951	No	123642	12	0	Yes	High School	Student	63	Commercial	17580	46	0	M	6	Van	0	No	0	Highly Urban/ Urban
0	0	0	44681	No	174091	10	0	Yes	Bachelors	Clerical	21	Commercial	6410	35	3	M	6	Pickup	783	No	1	Highly Urban/ Urban
0	0	0	62783	Yes	0	11	2	No	High School	Blue Collar	33	Commercial	4900	35	1	M	10	Pickup	2723	No	7	Highly Urban/ Urban
0	0	0	51778	No	0	12	0	No	PhD	Manager	42	Private	13520	43	3	F	13	Minivan	22305	No	0	Highly Urban/ Urban
0	0	0	18651	No	158840	6	0	Yes	High School	Home Maker	38	Private	27430	48	0	M	1	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	47484	No	0	10	0	No	High School	Blue Collar	42	Commercial	10750	45	0	M	7	Pickup	0	No	1	Highly Rural/ Rural
0	0	0	58291	No	244454	14	0	Yes	Masters	Lawyer	47	Private	16200	48	3	M	1	Minivan	4751	No	0	Highly Urban/ Urban
0	0	0	159230	Yes	0	15	2	No	Masters	Lawyer	24	Commercial	4850	44	0	M	10	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	51778	No	406619	11	0	Yes	PhD	Manager	16	Commercial	5800	43	3	M	6	Pickup	35106	No	8	Highly Urban/ Urban
0	0	0	145319	No	395969	9	0	No	Masters	Professional	21	Commercial	24290	54	1	F	8	Pickup	10727	No	0	Highly Urban/ Urban
0	0	0	0	No	110784	0	0	No	Masters	Home Maker	17	Private	16780	50	0	F	1	Pickup	0	Yes	0	Highly Urban/ Urban
0	0	0	50593	No	192822	12	0	Yes	High School	Blue Collar	88	Private	18100	44	1	F	6	Sports Car	815	No	3	Highly Urban/ Urban
0	0	0	84448	Yes	0	13	1	No	Bachelors	Professional	18	Private	12740	28	3	M	4	Minivan	13415	No	3	Highly Urban/ Urban
0	0	0	1953	No	137081	11	0	Yes	High School	Home Maker	40	Private	14080	41	3	F	7	SUV	3552	No	0	Highly Urban/ Urban
0	0	0	0	No	66699	0	0	No	Bachelors	Home Maker	35	Private	12240	46	2	F	6	SUV	1186	No	7	Highly Urban/ Urban
0	0	0	40047	No	153059	10	0	Yes	High School	Clerical	29	Private	12530	46	1	M	1	Minivan	8292	No	3	Highly Urban/ Urban
0	0	0	51120	Yes	0	12	1	No	High School	Professional	36	Commercial	26840	44	0	M	1	Panel Truck	0	Yes	2	Highly Urban/ Urban
0	0	0	0	No	105910	0	0	Yes	Masters	Home Maker	25	Private	6500	50	0	F	1	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	66336	No	261916	11	0	Yes	Masters	Lawyer	26	Private	13230	51	0	M	4	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	77624	Yes	0	12	1	No	PhD	Manager	15	Commercial	25460	31	0	F	13	Pickup	0	No	1	Highly Urban/ Urban
0	0	0	51113	Yes	204071	12	2	No	Bachelors	Clerical	68	Commercial	11110	45	1	M	1	Pickup	16558	Yes	0	Highly Urban/ Urban
0	0	0	0	No	0	0	2	Yes	High School	Student	39	Private	15890	34	1	F	1	SUV	4631	No	0	Highly Urban/ Urban
0	0	0	61530	No	0	11	0	No	Bachelors	Manager	27	Private	16620	42	0	M	6	Van	0	No	2	Highly Urban/ Urban
0	0	0	135523	No	388666	16	0	Yes	Bachelors	Manager	18	Commercial	20250	52	3	M	10	Van	31672	No	4	Highly Urban/ Urban
0	0	0	27008	No	158840	8	3	Yes	High School	Blue Collar	17	Commercial	25190	34	0	F	1	Pickup	0	No	5	Highly Urban/ Urban
0	0	0	67816	No	247605	6	0	Yes	High School	Blue Collar	30	Commercial	22800	53	0	M	1	Panel Truck	0	No	2	Highly Urban/ Urban
0	0	0	21484	No	0	10	0	No	High School	Clerical	35	Private	9780	37	3	M	10	Pickup	40648	Yes	2	Highly Urban/ Urban
0	0	2	0	No	71936	0	3	Yes	High School	Home Maker	36	Private	1500	45	0	F	1	SUV	0	No	2	Highly Rural/ Rural
0	0	0	48835	No	249596	10	0	No	High School	Blue Collar	35	Commercial	10480	41	1	M	6	Pickup	2702	No	3	Highly Urban/ Urban
0	0	0	70618	No	263650	13	0	Yes	PhD	Home Maker	89	Private	19810	66	0	F	6	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	43393	No	158840	13	0	Yes	High School	Clerical	23	Private	12890	52	3	F	1	SUV	10782	No	1	Highly Urban/ Urban
0	0	0	0	No	0	0	0	Yes	High School	Student	45	Commercial	6550	40	2	M	11	Pickup	1176	No	4	Highly Urban/ Urban
0	0	0	0	No	93915	11	0	Yes	High School	Home Maker	38	Private	8620	51	0	F	10	SUV	0	No	4	Highly Rural/ Rural
0	0	0	5228	Yes	0	11	3	No	High School	Student	28	Commercial	15080	19	0	F	14	SUV	0	No	4	Highly Urban/ Urban
0	0	0	78760	No	0	9	0	No	PhD	Doctor	51	Private	12980	36	1	F	6	SUV	32996	No	1	Highly Urban/ Urban
0	0	0	24814	No	103896	11	1	Yes	High School	Clerical	26	Private	7750	28	1	M	4	Minivan	5556	No	1	Highly Urban/ Urban
0	0	0	112465	No	0	6	0	No	Masters	Manager	36	Commercial	24330	46	1	M	1	Panel Truck	1401	No	0	Highly Urban/ Urban
0	0	0	0	No	66839	0	0	Yes	High School	Home Maker	6	Private	6800	53	0	F	1	Sports Car	0	No	1	Highly Urban/ Urban
0	0	0	68820	No	197831	7	0	Yes	High School	Blue Collar	16	Commercial	12780	44	0	F	1	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	85921	No	270346	12	0	Yes	Masters	Lawyer	41	Private	29080	42	3	F	7	Pickup	1551	No	2	Highly Urban/ Urban
0	0	0	30111	Yes	0	12	2	No	High School	Clerical	48	Private	4510	35	2	M	6	Pickup	7654	No	9	Highly Urban/ Urban
0	0	1	50272	No	180265	7	2	Yes	High School	Blue Collar	32	Commercial	10530	40	0	M	6	Pickup	0	No	5	Highly Rural/ Rural
0	0	0	28107	No	0	12	0	No	High School	Clerical	58	Private	9010	47	1	F	1	Sports Car	8598	No	3	Highly Urban/ Urban
0	0	0	41924	No	0	10	0	No	High School	Home Maker	81	Private	6800	53	0	F	1	SUV	0	No	0	Highly Rural/ Rural
0	0	0	66063	No	208162	7	0	No	Masters	Professional	33	Commercial	6700	52	2	M	11	Pickup	7684	No	3	Highly Urban/ Urban
0	0	0	31348	No	148483	13	0	Yes	Masters	Lawyer	19	Private	8530	39	0	F	4	Minivan	0	Yes	0	Highly Urban/ Urban
0	0	0	12623	No	0	10	0	Yes	High School	Student	30	Private	2760	50	3	M	4	Minivan	6748	No	0	Highly Urban/ Urban
0	0	0	38879	No	0	13	0	No	Masters	Lawyer	35	Private	11330	48	3	F	3	SUV	3396	No	4	Highly Urban/ Urban
0	0	1	46684	No	168591	14	2	Yes	High School	Professional	22	Private	10670	45	0	F	10	SUV	0	No	2	Highly Urban/ Urban
0	0	0	69152	No	250572	13	0	No	Bachelors	Professional	7	Private	14020	56	0	F	7	SUV	0	Yes	0	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	Masters	Home Maker	13	Private	20890	47	0	F	1	SUV	0	No	1	Highly Urban/ Urban
0	0	0	97495	No	292386	7	0	Yes	Masters	Manager	25	Private	20940	53	0	M	6	Van	0	No	3	Highly Urban/ Urban
0	0	0	55050	No	223804	7	0	No	Bachelors	Professional	31	Private	6300	48	0	F	1	SUV	0	No	1	Highly Urban/ Urban
0	0	0	117612	No	158840	13	0	Yes	PhD	Doctor	24	Commercial	7390	57	0	M	6	Pickup	0	No	2	Highly Urban/ Urban
0	0	0	56351	No	219589	5	0	Yes	High School	Blue Collar	5	Commercial	21580	45	0	M	9	Van	0	No	0	Highly Urban/ Urban
0	0	0	15151	No	119434	15	0	Yes	High School	Clerical	40	Private	10380	45	0	F	4	SUV	0	No	2	Highly Urban/ Urban
0	0	0	42535	No	189139	16	3	Yes	High School	Clerical	22	Private	13350	39	0	M	1	Minivan	0	No	0	Highly Rural/ Rural
0	0	2	108990	Yes	0	14	3	No	PhD	Doctor	34	Private	37510	61	0	M	6	SUV	0	No	0	Highly Urban/ Urban
0	0	0	80012	No	250971	15	1	Yes	Masters	Lawyer	27	Private	13800	43	3	M	4	Minivan	4778	No	5	Highly Urban/ Urban
0	0	0	160103	No	376152	11	0	Yes	Masters	Lawyer	29	Private	22460	50	0	F	13	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	94866	No	271416	9	3	Yes	High School	Blue Collar	50	Commercial	4800	33	0	F	4	Sports Car	0	No	3	Highly Urban/ Urban
0	0	0	86737	No	231682	13	0	Yes	Bachelors	Blue Collar	6	Commercial	10370	39	0	M	1	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	99417	No	299437	11	0	Yes	High School	Blue Collar	30	Private	16140	47	0	M	1	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	136123	No	348357	10	0	Yes	PhD	Home Maker	5	Private	10810	52	1	M	1	Sports Car	1810	No	5	Highly Urban/ Urban
0	0	0	91428	No	309772	14	0	Yes	Masters	Manager	50	Private	15740	51	0	M	13	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	20944	Yes	0	15	3	No	High School	Blue Collar	33	Private	10510	30	1	M	6	Pickup	40386	No	5	Highly Urban/ Urban
0	0	0	58566	No	286204	13	0	Yes	High School	Blue Collar	48	Commercial	24340	61	0	M	1	Panel Truck	0	No	2	Highly Urban/ Urban
0	0	0	125574	No	305880	9	1	Yes	Bachelors	Professional	38	Private	21810	41	0	M	9	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	70695	No	260977	15	1	Yes	Masters	Lawyer	22	Private	14570	60	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	43445	No	149248	7	0	Yes	Bachelors	Home Maker	56	Private	10010	50	0	F	7	SUV	0	No	1	Highly Urban/ Urban
0	0	0	16917	No	92745	10	0	Yes	High School	Clerical	23	Private	14990	50	0	F	10	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	51778	No	0	10	0	No	High School	Clerical	12	Private	7060	38	2	F	1	Sports Car	7898	No	0	Highly Urban/ Urban
0	0	0	62971	No	0	13	0	No	High School	Manager	36	Commercial	19760	35	1	M	1	Van	7908	No	10	Highly Urban/ Urban
0	0	1	28065	Yes	112596	13	3	No	Bachelors	Clerical	33	Private	4310	38	3	M	10	Minivan	30254	Yes	0	Highly Urban/ Urban
0	0	2	51778	Yes	0	11	2	No	High School	Blue Collar	27	Private	13420	40	4	M	6	Minivan	7865	No	3	Highly Urban/ Urban
0	0	2	36844	Yes	0	11	4	No	Bachelors	Clerical	38	Private	21660	36	1	F	1	SUV	20731	Yes	7	Highly Urban/ Urban
0	0	0	114924	No	298660	11	0	Yes	High School	Blue Collar	51	Commercial	38600	46	0	M	9	Panel Truck	0	No	0	Highly Rural/ Rural
0	0	0	51778	No	218142	13	0	Yes	Masters	Lawyer	68	Commercial	9560	52	1	M	1	Pickup	11409	No	0	Highly Urban/ Urban
0	0	0	69357	No	0	12	0	No	Bachelors	Professional	46	Private	13240	44	0	F	4	SUV	0	No	1	Highly Urban/ Urban
0	0	0	26500	No	169170	8	0	No	High School	Blue Collar	33	Commercial	10250	37	1	F	1	SUV	30081	Yes	5	Highly Urban/ Urban
0	0	0	70055	No	158840	13	0	No	Masters	Manager	35	Private	8510	52	0	F	3	SUV	0	No	0	Highly Urban/ Urban
0	0	0	5263	No	0	13	0	No	High School	Student	29	Commercial	10620	50	3	F	11	SUV	3553	No	2	Highly Urban/ Urban
0	0	1	197836	No	504107	15	1	Yes	PhD	Doctor	15	Commercial	25780	45	2	M	3	Panel Truck	45436	Yes	1	Highly Urban/ Urban
0	0	0	26425	No	127470	14	3	Yes	High School	Blue Collar	50	Commercial	9030	37	2	M	4	Pickup	1602	No	6	Highly Urban/ Urban
0	0	0	86120	No	158840	14	0	No	Masters	Lawyer	26	Commercial	29890	54	0	F	10	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	95892	No	274044	11	0	Yes	Bachelors	Manager	21	Private	11090	52	0	F	7	Pickup	0	No	1	Highly Urban/ Urban
0	0	0	24276	No	107542	15	0	Yes	High School	Clerical	28	Private	11900	46	0	M	1	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	103831	No	324828	11	0	No	PhD	Doctor	53	Private	17080	52	0	F	11	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	80217	No	275635	12	0	Yes	Bachelors	Blue Collar	26	Commercial	26630	59	2	M	1	Panel Truck	8938	No	6	Highly Rural/ Rural
0	0	0	108601	No	320455	12	0	Yes	High School	Blue Collar	23	Commercial	17160	48	2	M	17	Van	31227	No	4	Highly Urban/ Urban
0	0	0	110330	No	0	13	0	No	Masters	Lawyer	13	Commercial	18230	57	1	M	10	Van	3253	No	2	Highly Urban/ Urban
0	0	0	139380	No	388124	8	0	Yes	Masters	Lawyer	53	Private	14740	48	0	M	3	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	6393	Yes	0	15	3	No	High School	Student	50	Private	1500	31	2	F	8	Sports Car	5540	No	5	Highly Urban/ Urban
0	0	0	24276	No	158840	11	0	No	High School	Blue Collar	43	Private	6830	29	1	F	1	SUV	5808	No	5	Highly Urban/ Urban
0	0	0	37074	No	184181	13	1	Yes	High School	Professional	48	Private	15190	48	3	F	1	Minivan	4848	No	1	Highly Urban/ Urban
0	0	2	14640	No	87100	9	2	Yes	High School	Blue Collar	37	Private	23940	45	0	F	1	SUV	0	No	2	Highly Urban/ Urban
0	0	0	78589	No	0	10	0	No	Bachelors	Manager	25	Private	9360	40	3	F	4	SUV	800	No	0	Highly Urban/ Urban
0	0	0	144742	No	0	10	0	No	Masters	Manager	14	Private	26790	51	0	F	13	Pickup	0	No	2	Highly Urban/ Urban
0	0	0	24506	No	117746	11	0	Yes	Bachelors	Clerical	66	Commercial	18260	32	0	M	3	Van	0	No	0	Highly Urban/ Urban
0	0	0	0	No	83712	0	0	Yes	Bachelors	Home Maker	48	Private	13300	47	0	F	11	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	104355	No	286694	10	0	No	Masters	Manager	38	Private	17040	51	0	F	3	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	70381	No	267721	9	0	Yes	Masters	Manager	24	Private	15880	40	0	F	8	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	0	No	0	0	0	Yes	High School	Student	40	Commercial	28070	46	0	M	1	Panel Truck	0	No	2	Highly Rural/ Rural
0	0	0	0	Yes	0	0	1	No	Bachelors	Home Maker	65	Private	25940	26	0	F	6	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	96013	Yes	0	11	1	No	Masters	Manager	52	Commercial	26400	50	3	M	3	Panel Truck	2243	No	0	Highly Urban/ Urban
0	0	0	0	No	74744	0	3	Yes	Bachelors	Home Maker	36	Private	4900	34	2	F	7	SUV	8272	No	0	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	Bachelors	Home Maker	31	Private	1500	48	1	F	6	Sports Car	3521	No	6	Highly Urban/ Urban
0	0	0	153688	No	418418	8	0	No	PhD	Manager	23	Private	8470	52	0	F	6	SUV	0	Yes	0	Highly Urban/ Urban
0	0	0	73647	No	0	12	0	No	Bachelors	Blue Collar	57	Commercial	19200	35	0	F	4	Minivan	0	Yes	1	Highly Urban/ Urban
0	0	1	111656	Yes	0	9	1	No	Bachelors	Professional	55	Private	7700	43	1	F	1	Sports Car	30378	Yes	5	Highly Urban/ Urban
0	0	0	137183	No	374393	18	2	Yes	Masters	Lawyer	5	Commercial	40580	59	0	M	13	Panel Truck	0	No	1	Highly Urban/ Urban
0	0	0	59807	No	194391	15	0	Yes	Masters	Lawyer	25	Private	8230	62	3	M	1	Sports Car	41794	Yes	3	Highly Urban/ Urban
0	0	0	6150	No	0	14	0	Yes	High School	Student	39	Private	8240	47	0	M	13	Pickup	0	No	2	Highly Rural/ Rural
0	0	0	43775	No	173539	14	0	Yes	Bachelors	Blue Collar	32	Commercial	1500	62	0	M	1	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	0	No	100846	0	4	Yes	Bachelors	Home Maker	36	Private	1500	44	1	F	4	Sports Car	9637	No	0	Highly Urban/ Urban
0	0	0	109878	No	298537	15	0	Yes	PhD	Doctor	28	Commercial	22260	58	0	M	1	Van	0	No	1	Highly Urban/ Urban
0	0	0	93454	No	236061	13	0	Yes	Bachelors	Professional	13	Commercial	24090	50	0	M	6	Panel Truck	0	No	1	Highly Urban/ Urban
0	0	0	51778	Yes	0	14	3	No	High School	Blue Collar	41	Private	16070	39	2	F	1	SUV	4338	No	1	Highly Urban/ Urban
0	0	0	51778	No	0	0	0	No	Masters	Home Maker	13	Private	11780	47	0	F	3	Minivan	0	No	4	Highly Urban/ Urban
0	0	0	9761	No	92374	10	1	Yes	Bachelors	Professional	66	Private	11320	24	2	F	10	Sports Car	14584	Yes	10	Highly Urban/ Urban
0	0	0	129798	No	312180	14	0	Yes	Masters	Manager	19	Commercial	23550	46	0	F	1	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	60157	No	158830	14	2	Yes	Bachelors	Blue Collar	5	Commercial	10420	29	3	M	6	Pickup	3761	No	2	Highly Urban/ Urban
0	0	0	82624	No	323568	5	0	No	Bachelors	Professional	25	Private	22700	56	0	F	9	SUV	0	No	0	Highly Rural/ Rural
0	0	0	22543	No	150019	9	0	No	High School	Clerical	32	Private	7250	35	1	F	4	SUV	3002	No	0	Highly Urban/ Urban
0	0	0	76638	No	264483	14	0	Yes	High School	Manager	41	Commercial	14020	47	1	M	4	Minivan	1620	No	4	Highly Urban/ Urban
0	0	0	40992	No	165542	12	0	Yes	High School	Blue Collar	5	Commercial	10200	46	1	F	13	SUV	30520	No	7	Highly Urban/ Urban
0	0	0	100258	No	282717	12	0	Yes	Bachelors	Professional	30	Private	30660	41	0	M	9	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	61299	No	260164	16	0	Yes	High School	Blue Collar	10	Commercial	37360	52	0	M	19	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	2	20050	No	89548	9	2	Yes	High School	Blue Collar	35	Private	10690	37	0	M	7	Pickup	0	No	2	Highly Rural/ Rural
0	0	0	0	No	110784	0	0	No	Masters	Home Maker	17	Private	18660	50	1	F	1	SUV	1427	No	0	Highly Urban/ Urban
0	0	0	99606	No	158840	10	0	No	Masters	Manager	14	Private	9050	56	0	M	6	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	0	No	0	0	2	Yes	High School	Student	42	Private	8260	43	0	M	3	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	66296	No	205130	11	1	Yes	Bachelors	Professional	58	Commercial	8970	51	0	M	1	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	49256	No	212649	14	0	Yes	Bachelors	Manager	34	Commercial	11430	50	4	M	4	Pickup	5556	No	2	Highly Urban/ Urban
0	0	0	49957	No	191130	11	0	No	Bachelors	Professional	22	Commercial	18710	45	0	M	4	Van	0	No	1	Highly Urban/ Urban
0	0	0	30644	No	174753	13	0	Yes	PhD	Home Maker	32	Private	9460	49	4	F	4	SUV	8861	No	5	Highly Urban/ Urban
0	0	0	51778	No	384029	11	0	Yes	Masters	Professional	21	Private	23170	49	0	M	7	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	51778	No	387474	11	0	Yes	PhD	Lawyer	23	Private	5400	39	0	M	3	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	22243	Yes	0	13	1	No	Bachelors	Home Maker	5	Commercial	19470	32	0	F	13	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	36954	No	0	8	0	No	High School	Blue Collar	37	Commercial	10000	48	2	M	1	Pickup	3654	No	3	Highly Urban/ Urban
0	0	0	14938	No	0	5	0	No	Bachelors	Student	16	Private	6300	48	1	F	6	SUV	7998	No	5	Highly Urban/ Urban
0	0	0	133060	No	0	9	0	No	PhD	Lawyer	44	Private	5400	39	2	F	7	Sports Car	2897	No	1	Highly Urban/ Urban
0	0	0	129561	No	336369	8	0	Yes	Bachelors	Professional	46	Private	19660	52	0	M	6	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	100046	No	238931	12	0	Yes	High School	Blue Collar	38	Private	14810	44	0	F	1	SUV	0	No	0	Highly Rural/ Rural
0	0	0	22901	No	87839	10	3	Yes	High School	Clerical	49	Private	13200	32	0	M	6	Minivan	0	Yes	1	Highly Urban/ Urban
0	0	0	30183	No	87809	11	0	Yes	Masters	Home Maker	17	Private	8820	43	0	F	6	SUV	0	No	0	Highly Urban/ Urban
0	0	0	51318	No	201105	17	2	Yes	Bachelors	Professional	16	Private	13080	58	0	M	4	Minivan	0	No	0	Highly Urban/ Urban
0	0	1	7696	No	0	18	3	Yes	High School	Student	43	Private	9790	45	0	M	1	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	114422	No	158840	14	0	Yes	Masters	Lawyer	33	Private	23350	54	1	F	1	SUV	4091	No	0	Highly Urban/ Urban
0	0	0	58248	Yes	0	12	4	No	PhD	Doctor	25	Private	14380	30	0	M	1	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	86847	No	228889	7	0	No	Masters	Professional	33	Commercial	23210	49	0	M	1	Panel Truck	0	No	0	Highly Rural/ Rural
0	0	0	22401	Yes	0	11	1	No	High School	Blue Collar	33	Private	7440	37	3	F	4	Sports Car	30099	Yes	6	Highly Urban/ Urban
0	0	0	120030	No	321152	12	0	No	Masters	Professional	6	Private	6200	47	1	F	4	SUV	6949	No	3	Highly Urban/ Urban
0	0	0	98323	No	334600	15	0	Yes	Bachelors	Manager	21	Private	11330	57	0	F	7	SUV	0	No	0	Highly Urban/ Urban
0	0	0	60286	No	213596	13	2	Yes	Bachelors	Blue Collar	43	Commercial	13130	56	0	F	6	SUV	0	No	0	Highly Rural/ Rural
0	0	0	0	No	105472	0	2	Yes	High School	Home Maker	10	Private	5400	39	0	F	1	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	83111	No	237263	4	0	No	Bachelors	Manager	31	Commercial	18610	45	0	M	7	Van	0	No	2	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	High School	Student	53	Commercial	22180	40	0	F	3	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	35263	No	169916	13	2	Yes	High School	Blue Collar	41	Commercial	10620	33	0	F	13	Minivan	0	No	3	Highly Urban/ Urban
0	0	0	92395	No	277497	11	0	Yes	Bachelors	Blue Collar	20	Commercial	10470	42	1	M	1	Pickup	27667	Yes	4	Highly Urban/ Urban
0	0	0	34606	No	163682	10	0	Yes	High School	Blue Collar	59	Private	3920	48	0	M	1	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	27462	Yes	0	9	2	No	High School	Clerical	30	Private	11630	32	0	F	6	SUV	0	Yes	0	Highly Rural/ Rural
0	0	0	3006	Yes	0	11	1	No	High School	Home Maker	39	Commercial	30050	45	0	F	6	Van	0	Yes	2	Highly Rural/ Rural
0	0	0	22978	No	144545	15	0	Yes	High School	Clerical	5	Private	20010	49	0	M	1	Van	0	No	0	Highly Urban/ Urban
0	0	3	3532	No	71734	14	3	Yes	High School	Home Maker	35	Private	6350	45	2	F	1	SUV	11564	No	2	Highly Urban/ Urban
0	0	0	20299	No	66016	13	3	Yes	High School	Home Maker	45	Private	18140	34	0	F	6	SUV	0	No	3	Highly Rural/ Rural
0	0	0	94059	No	286323	11	0	Yes	Bachelors	Professional	33	Commercial	42320	39	0	M	1	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	0	No	77453	0	0	No	Masters	Home Maker	24	Private	30130	45	0	F	4	Minivan	0	No	0	Highly Urban/ Urban
0	0	1	26156	No	179165	14	1	Yes	Bachelors	Professional	48	Private	14460	45	1	F	1	SUV	28959	Yes	0	Highly Urban/ Urban
0	0	0	66868	No	204146	16	2	Yes	High School	Blue Collar	17	Private	21050	56	0	F	10	Pickup	0	Yes	0	Highly Urban/ Urban
0	0	0	42815	No	205232	16	0	Yes	Masters	Lawyer	47	Private	14690	55	1	M	1	Minivan	8762	No	0	Highly Urban/ Urban
0	0	1	86860	Yes	0	14	2	No	Bachelors	Blue Collar	33	Commercial	16020	41	0	M	3	Minivan	0	No	4	Highly Urban/ Urban
0	0	0	82370	No	274135	15	0	Yes	Masters	Manager	15	Private	15340	56	0	F	6	SUV	0	No	0	Highly Urban/ Urban
0	0	0	66803	No	193201	12	1	Yes	Masters	Lawyer	32	Private	14390	33	0	M	6	Minivan	0	Yes	0	Highly Urban/ Urban
0	0	0	74138	No	263173	9	0	No	High School	Blue Collar	5	Private	13640	33	0	M	13	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	59743	No	239955	13	0	Yes	Bachelors	Blue Collar	11	Commercial	12370	49	2	M	1	Minivan	51188	Yes	4	Highly Urban/ Urban
0	0	0	3028	Yes	158840	12	2	No	Bachelors	Student	40	Private	5300	35	2	M	1	Pickup	32063	Yes	4	Highly Urban/ Urban
0	0	0	17698	No	137278	11	5	Yes	High School	Home Maker	35	Private	6670	34	0	F	1	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	107394	No	318906	14	0	Yes	High School	Blue Collar	20	Commercial	17540	53	0	F	1	SUV	0	No	1	Highly Urban/ Urban
0	0	0	111072	No	297741	11	2	Yes	Bachelors	Manager	33	Private	9560	39	0	F	4	SUV	0	No	4	Highly Urban/ Urban
0	0	2	109361	No	306852	13	2	Yes	Bachelors	Manager	9	Private	1500	45	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	0	96707	No	270614	8	0	Yes	High School	Blue Collar	32	Commercial	29370	52	0	M	13	Panel Truck	0	No	0	Highly Rural/ Rural
0	0	0	51778	No	64192	11	0	No	High School	Home Maker	52	Private	6620	39	2	F	5	Sports Car	3884	No	1	Highly Rural/ Rural
0	0	0	34446	No	168224	18	2	Yes	Masters	Lawyer	35	Private	11040	61	2	M	4	SUV	1465	No	0	Highly Urban/ Urban
0	0	0	30699	No	0	10	0	No	Bachelors	Clerical	42	Commercial	22730	53	2	M	4	Panel Truck	19644	Yes	5	Highly Urban/ Urban
0	0	0	46671	No	183055	12	0	No	High School	Blue Collar	63	Private	9400	43	0	M	13	Pickup	0	No	3	Highly Urban/ Urban
0	0	0	46188	No	163879	9	0	No	Masters	Manager	26	Private	18910	52	0	F	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	51778	No	178766	11	0	Yes	High School	Professional	51	Private	6530	43	2	F	1	Sports Car	8487	No	3	Highly Urban/ Urban
0	0	0	58195	No	173288	9	3	Yes	High School	Professional	37	Private	8090	33	1	F	1	Sports Car	504	No	0	Highly Urban/ Urban
0	0	0	40252	Yes	201112	11	1	No	High School	Blue Collar	41	Private	7240	40	0	M	13	Pickup	0	Yes	0	Highly Urban/ Urban
0	0	0	59291	No	0	14	0	No	High School	Blue Collar	5	Private	12830	54	1	M	1	Minivan	6815	No	6	Highly Urban/ Urban
0	0	0	51778	No	155212	10	0	Yes	Masters	Lawyer	18	Commercial	30500	48	0	M	1	Panel Truck	0	No	2	Highly Urban/ Urban
0	0	0	106484	No	328359	14	0	Yes	Masters	Manager	49	Commercial	28380	47	0	M	4	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	69790	No	198028	13	0	Yes	High School	Blue Collar	44	Commercial	15960	56	3	M	17	Minivan	7825	No	6	Highly Urban/ Urban
0	0	0	98666	No	319269	16	2	Yes	Masters	Lawyer	37	Private	3800	43	2	F	6	SUV	35062	Yes	0	Highly Urban/ Urban
0	0	0	54108	No	183134	13	0	Yes	High School	Professional	23	Private	10060	48	2	M	1	Pickup	3149	No	0	Highly Urban/ Urban
0	0	2	0	No	100508	0	2	Yes	Bachelors	Home Maker	60	Private	6000	45	0	F	10	SUV	0	No	4	Highly Rural/ Rural
0	0	0	177908	No	467833	14	0	Yes	PhD	Manager	41	Commercial	25380	57	3	M	1	Panel Truck	35371	Yes	0	Highly Urban/ Urban
0	0	0	70195	No	0	13	0	No	Bachelors	Professional	34	Private	17750	53	0	M	1	Minivan	0	No	2	Highly Rural/ Rural
0	0	0	0	No	0	0	0	No	High School	Student	40	Commercial	5500	40	0	F	17	SUV	0	Yes	5	Highly Urban/ Urban
0	0	0	42141	No	181281	9	0	No	High School	Blue Collar	5	Commercial	20080	39	0	F	4	Pickup	0	No	2	Highly Urban/ Urban
0	0	0	25081	No	119233	12	1	Yes	High School	Clerical	66	Private	7610	36	1	M	1	Pickup	7054	No	0	Highly Rural/ Rural
0	0	0	17574	No	83322	4	0	Yes	Masters	Professional	44	Private	5700	42	0	M	6	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	66783	No	227215	8	2	Yes	Bachelors	Blue Collar	5	Commercial	10980	28	2	F	10	SUV	8079	No	3	Highly Urban/ Urban
0	0	0	13509	Yes	0	11	2	No	High School	Clerical	39	Private	2850	36	1	F	13	Sports Car	1468	No	5	Highly Rural/ Rural
0	0	0	12067	No	158840	5	0	Yes	High School	Clerical	19	Commercial	16930	33	0	F	10	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	73806	No	216274	11	0	No	High School	Blue Collar	16	Commercial	8850	48	0	F	3	SUV	0	No	0	Highly Urban/ Urban
0	0	0	5622	No	181254	14	1	Yes	High School	Home Maker	26	Private	9350	69	0	F	13	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	86321	Yes	227138	11	1	No	Masters	Lawyer	17	Private	13430	33	0	M	1	Minivan	0	No	4	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	High School	Student	29	Private	20480	61	0	M	6	SUV	0	No	0	Highly Rural/ Rural
0	0	0	32763	No	191657	7	0	Yes	Bachelors	Blue Collar	25	Commercial	8010	49	2	F	17	SUV	21383	No	7	Highly Urban/ Urban
0	0	0	50613	No	0	11	0	No	High School	Clerical	45	Private	18170	42	2	F	4	Minivan	6784	No	4	Highly Urban/ Urban
0	0	0	34745	No	158840	15	0	Yes	High School	Blue Collar	15	Private	10470	55	1	M	18	Pickup	2752	No	4	Highly Urban/ Urban
0	0	0	39066	No	171066	11	0	Yes	High School	Clerical	14	Private	14320	41	0	F	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	18896	No	106991	9	0	No	Bachelors	Blue Collar	14	Commercial	12040	47	0	M	6	Minivan	0	No	2	Highly Urban/ Urban
0	0	1	28948	No	189468	15	2	Yes	Bachelors	Manager	43	Private	13260	43	1	F	5	SUV	32281	No	0	Highly Urban/ Urban
0	0	0	51778	No	238871	10	0	No	Bachelors	Blue Collar	29	Commercial	15810	44	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	0	51778	Yes	0	9	1	No	High School	Clerical	12	Private	7530	25	3	F	3	SUV	4885	No	3	Highly Urban/ Urban
0	0	0	29836	Yes	130714	11	1	No	High School	Clerical	28	Commercial	10240	45	0	M	4	Pickup	0	No	1	Highly Urban/ Urban
0	0	0	103050	No	270986	12	0	Yes	Masters	Professional	26	Commercial	11860	42	0	M	4	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	178768	No	469094	11	0	No	PhD	Doctor	23	Commercial	24680	53	0	M	6	Panel Truck	0	No	1	Highly Urban/ Urban
0	0	0	51358	No	178375	8	0	Yes	Bachelors	Professional	25	Private	1500	36	0	F	7	SUV	0	No	0	Highly Urban/ Urban
0	0	0	190579	No	471490	11	0	No	PhD	Doctor	39	Private	13040	47	0	F	6	SUV	0	No	0	Highly Urban/ Urban
0	0	0	0	No	0	0	0	Yes	High School	Student	62	Commercial	19240	52	2	F	17	Minivan	6902	Yes	3	Highly Urban/ Urban
0	0	0	58132	No	0	14	0	No	High School	Manager	32	Private	6860	48	3	F	6	SUV	7926	No	3	Highly Urban/ Urban
0	0	0	53354	No	0	11	0	No	High School	Blue Collar	41	Private	1500	61	0	F	7	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	67290	No	269448	14	0	Yes	Bachelors	Manager	24	Private	8230	54	0	F	6	Sports Car	0	No	2	Highly Urban/ Urban
0	0	0	90937	No	287892	10	0	Yes	Bachelors	Manager	11	Private	1500	42	2	M	4	Minivan	943	No	0	Highly Urban/ Urban
0	0	0	0	No	0	0	4	Yes	High School	Student	35	Commercial	15130	36	0	F	10	SUV	0	Yes	0	Highly Rural/ Rural
0	0	0	5070	No	0	12	0	No	High School	Student	8	Private	1790	46	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	45464	No	0	9	0	No	Masters	Lawyer	35	Private	11920	37	1	F	14	SUV	3964	No	4	Highly Urban/ Urban
0	0	0	11261	No	151509	12	0	Yes	Masters	Manager	26	Private	13700	45	0	M	4	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	66923	No	231852	8	0	No	Bachelors	Professional	18	Private	15010	25	1	M	10	Minivan	5960	No	5	Highly Urban/ Urban
0	0	0	67338	No	205470	11	0	Yes	Bachelors	Blue Collar	6	Commercial	19840	41	0	F	10	SUV	0	Yes	0	Highly Rural/ Rural
0	0	0	16976	No	165890	7	0	Yes	High School	Home Maker	53	Private	9680	44	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	0	95550	No	0	11	0	No	Masters	Professional	21	Commercial	16590	46	1	M	7	Van	2169	No	0	Highly Urban/ Urban
0	0	0	3663	No	122332	11	0	Yes	High School	Student	57	Commercial	9310	47	2	F	1	Sports Car	1348	No	4	Highly Urban/ Urban
0	0	0	34038	No	161587	7	0	No	Masters	Lawyer	61	Private	15450	37	3	M	9	Minivan	3721	No	2	Highly Urban/ Urban
0	0	0	44770	No	162374	10	0	No	Masters	Lawyer	66	Private	5980	48	0	M	1	Pickup	0	No	4	Highly Urban/ Urban
0	0	0	33833	No	172826	12	0	Yes	High School	Blue Collar	26	Private	22330	44	0	F	11	Minivan	0	No	1	Highly Rural/ Rural
0	0	0	95502	No	0	8	0	No	Bachelors	Professional	37	Private	26290	37	1	F	1	Sports Car	7460	No	0	Highly Urban/ Urban
0	0	0	38092	No	150907	13	2	Yes	High School	Clerical	15	Private	15320	42	0	F	7	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	74334	No	254789	13	0	Yes	PhD	Manager	24	Private	6800	53	1	F	10	SUV	5854	No	1	Highly Urban/ Urban
0	0	0	77526	No	262675	12	0	Yes	Bachelors	Professional	31	Private	12850	36	3	M	7	Minivan	8271	No	5	Highly Urban/ Urban
0	0	0	72421	No	217974	11	1	Yes	Bachelors	Manager	35	Private	13760	43	1	F	3	SUV	1018	No	1	Highly Urban/ Urban
0	0	0	101806	No	296076	11	0	No	Masters	Lawyer	36	Commercial	20860	48	3	F	7	Pickup	26433	Yes	0	Highly Urban/ Urban
0	0	0	67258	No	222040	7	0	No	Masters	Lawyer	28	Private	21760	49	0	M	6	Van	0	No	1	Highly Urban/ Urban
0	0	3	59352	No	192373	18	4	Yes	High School	Manager	17	Private	15470	44	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	32267	No	0	6	0	No	High School	Blue Collar	63	Private	18210	47	0	F	1	Sports Car	0	Yes	6	Highly Urban/ Urban
0	0	0	89448	No	255481	14	0	Yes	PhD	Manager	20	Private	18020	57	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	2	47473	No	190556	10	2	Yes	High School	Blue Collar	37	Commercial	9950	37	2	M	4	Pickup	2981	No	3	Highly Urban/ Urban
0	0	0	32159	No	195096	13	0	No	High School	Blue Collar	46	Private	9820	51	0	F	4	SUV	0	No	0	Highly Rural/ Rural
0	0	1	2599	Yes	0	5	2	No	Bachelors	Student	38	Private	1760	43	0	M	3	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	11882	No	0	11	2	Yes	High School	Student	39	Private	32510	27	2	F	1	Pickup	10780	No	1	Highly Urban/ Urban
0	0	0	115204	No	158840	11	0	Yes	Masters	Lawyer	48	Commercial	18320	53	0	M	6	Van	0	No	0	Highly Urban/ Urban
0	0	0	71316	No	266967	12	0	Yes	Masters	Manager	13	Commercial	32660	54	0	M	7	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	74208	No	277531	15	0	Yes	Bachelors	Manager	13	Commercial	22330	54	0	M	7	Van	0	No	2	Highly Urban/ Urban
0	0	0	76036	No	209793	8	2	Yes	Bachelors	Blue Collar	32	Commercial	14430	40	0	M	10	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	101448	No	329765	11	0	Yes	Bachelors	Professional	32	Private	17440	58	0	M	1	Van	0	No	0	Highly Urban/ Urban
0	0	0	39066	No	158840	11	0	Yes	High School	Clerical	25	Private	7920	41	0	F	7	Sports Car	0	No	3	Highly Urban/ Urban
0	0	0	79846	Yes	0	5	4	No	High School	Blue Collar	35	Commercial	20460	37	0	F	6	SUV	0	No	0	Highly Rural/ Rural
0	0	0	93996	No	316275	10	0	Yes	Masters	Professional	47	Private	11640	45	1	F	1	SUV	3731	No	5	Highly Urban/ Urban
0	0	0	49675	No	181340	10	0	No	PhD	Professional	36	Private	1500	45	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	53567	No	225043	11	0	Yes	High School	Blue Collar	15	Commercial	27630	50	0	M	1	Panel Truck	0	No	2	Highly Urban/ Urban
0	0	2	125309	No	158840	7	2	Yes	Bachelors	Professional	21	Private	19900	37	0	F	11	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	132449	No	354193	14	3	Yes	Masters	Manager	17	Private	27530	43	0	F	10	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	44200	No	160351	13	2	Yes	High School	Clerical	35	Private	10910	44	0	F	4	SUV	0	No	2	Highly Urban/ Urban
0	0	0	133912	No	0	5	0	No	Masters	Lawyer	19	Private	14890	46	0	M	13	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	128801	No	0	15	0	No	Masters	Lawyer	27	Private	25900	45	2	F	3	Minivan	5994	No	6	Highly Urban/ Urban
0	0	0	139452	No	364308	9	0	Yes	PhD	Doctor	43	Private	11900	50	0	F	8	Pickup	0	Yes	1	Highly Urban/ Urban
0	0	2	41781	No	195766	15	3	Yes	High School	Clerical	43	Private	8260	58	0	F	4	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	48344	No	0	10	0	No	Masters	Lawyer	59	Private	13020	45	3	M	9	Minivan	7102	No	4	Highly Urban/ Urban
0	0	0	16468	No	100941	12	0	Yes	Masters	Home Maker	44	Private	7750	46	0	F	10	SUV	0	No	0	Highly Rural/ Rural
0	0	0	64019	No	249488	12	0	Yes	PhD	Doctor	38	Private	14590	42	1	F	4	Sports Car	7465	No	0	Highly Urban/ Urban
0	0	0	25371	No	143256	16	0	Yes	High School	Blue Collar	20	Private	4690	49	0	M	4	Pickup	0	No	3	Highly Urban/ Urban
0	0	0	54275	No	121341	7	0	Yes	High School	Professional	17	Private	7220	30	0	F	1	Sports Car	0	No	5	Highly Urban/ Urban
0	0	0	40818	No	0	12	0	No	Masters	Lawyer	34	Private	15890	54	0	F	13	SUV	0	No	0	Highly Urban/ Urban
0	0	0	58231	No	209820	13	0	Yes	Bachelors	Manager	23	Private	5400	40	1	M	1	Minivan	2983	No	3	Highly Urban/ Urban
0	0	0	22485	Yes	0	14	3	No	High School	Blue Collar	14	Private	8050	43	0	F	13	SUV	0	No	0	Highly Rural/ Rural
0	0	0	123954	No	0	10	0	No	Masters	Lawyer	18	Commercial	17850	53	3	M	10	Van	1644	No	3	Highly Urban/ Urban
0	0	0	2238	No	96941	11	0	Yes	High School	Home Maker	32	Private	7620	59	2	F	1	SUV	2490	No	2	Highly Urban/ Urban
0	0	0	0	Yes	158840	11	2	No	High School	Student	19	Private	14540	41	1	F	1	Sports Car	3641	No	0	Highly Urban/ Urban
0	0	0	82503	No	0	10	0	No	Bachelors	Professional	38	Private	21800	47	4	F	13	Sports Car	6633	No	0	Highly Urban/ Urban
0	0	0	51778	No	52142	0	2	Yes	High School	Home Maker	37	Private	5830	29	0	F	4	SUV	0	No	1	Highly Rural/ Rural
0	0	0	111318	No	330183	12	0	Yes	PhD	Doctor	43	Private	35730	46	1	M	1	Minivan	2935	No	0	Highly Urban/ Urban
0	0	0	11977	No	130295	14	0	Yes	High School	Student	39	Commercial	16360	57	0	F	9	Pickup	0	No	2	Highly Urban/ Urban
0	0	0	20757	Yes	142511	14	2	No	High School	Blue Collar	52	Commercial	3580	45	0	F	10	SUV	0	No	0	Highly Rural/ Rural
0	0	0	0	No	0	0	0	Yes	High School	Student	29	Private	6700	52	0	M	6	Minivan	0	No	1	Highly Rural/ Rural
0	0	0	0	Yes	0	0	1	No	High School	Student	32	Private	4400	29	3	M	6	Minivan	3359	No	8	Highly Urban/ Urban
0	0	0	50446	No	190849	13	0	Yes	Bachelors	Blue Collar	50	Commercial	26130	51	3	F	10	Pickup	1412	No	3	Highly Urban/ Urban
0	0	1	33767	No	153272	7	0	Yes	High School	Clerical	43	Commercial	28140	47	0	F	6	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	51778	No	199444	13	0	Yes	High School	Home Maker	5	Private	14340	40	0	F	4	SUV	0	No	0	Highly Urban/ Urban
0	0	0	51778	No	158460	8	0	Yes	High School	Clerical	68	Commercial	21270	48	0	M	1	Van	0	No	0	Highly Rural/ Rural
0	0	0	100816	No	281563	14	0	Yes	Masters	Lawyer	33	Private	21680	54	0	F	6	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	19712	No	0	9	0	No	Bachelors	Manager	28	Private	10730	56	0	M	6	Pickup	0	No	3	Highly Urban/ Urban
0	0	0	44315	No	193380	10	0	No	High School	Manager	15	Private	5930	33	0	F	1	Sports Car	0	Yes	2	Highly Urban/ Urban
0	0	0	21104	No	106870	11	0	Yes	High School	Blue Collar	29	Private	3610	40	0	F	4	SUV	0	No	0	Highly Urban/ Urban
0	0	0	49652	No	208319	12	0	Yes	Bachelors	Manager	46	Private	10370	39	0	M	6	Pickup	0	Yes	1	Highly Urban/ Urban
0	0	0	56462	No	173487	7	0	Yes	Bachelors	Professional	39	Private	22720	49	1	F	13	Minivan	5495	No	5	Highly Urban/ Urban
0	0	0	8260	No	124947	11	0	No	High School	Student	31	Commercial	15620	51	0	M	6	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	196889	No	484353	13	0	No	Masters	Professional	42	Commercial	43250	57	2	M	1	Panel Truck	9784	No	6	Highly Urban/ Urban
0	0	0	45620	No	170796	10	0	Yes	Bachelors	Manager	20	Private	14790	50	0	F	4	SUV	0	No	1	Highly Urban/ Urban
0	0	0	69789	No	206181	15	3	Yes	High School	Manager	37	Private	11770	26	3	F	1	SUV	2960	No	5	Highly Urban/ Urban
0	0	0	45355	No	151271	13	0	Yes	High School	Blue Collar	12	Private	10340	43	0	F	1	SUV	0	No	0	Highly Rural/ Rural
0	0	0	43072	No	120442	12	0	Yes	High School	Clerical	38	Private	13980	40	0	M	1	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	135768	No	347575	15	2	Yes	Masters	Lawyer	22	Commercial	19580	45	2	M	1	Van	8176	No	6	Highly Urban/ Urban
0	0	0	51778	Yes	0	11	1	No	Masters	Manager	22	Private	20490	34	0	F	4	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	23095	No	140824	14	2	Yes	High School	Clerical	19	Private	7810	40	2	F	1	Minivan	5128	No	1	Highly Urban/ Urban
0	0	0	173557	No	450715	9	0	No	Masters	Lawyer	34	Commercial	22960	41	3	M	7	Panel Truck	5447	No	0	Highly Urban/ Urban
0	0	0	62943	No	229852	12	3	Yes	High School	Clerical	28	Private	27820	41	0	M	1	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	17372	No	107484	9	3	Yes	High School	Clerical	33	Private	7240	40	2	F	6	SUV	20134	Yes	3	Highly Urban/ Urban
0	0	1	58025	No	211109	15	2	Yes	Bachelors	Clerical	16	Commercial	28840	43	0	M	6	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	1	52002	Yes	242854	17	2	No	Masters	Lawyer	5	Commercial	28140	60	0	M	4	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	41408	No	199056	11	0	No	Bachelors	Clerical	32	Private	5640	52	0	F	4	SUV	0	No	0	Highly Rural/ Rural
0	0	0	38988	No	152614	11	0	No	High School	Home Maker	11	Private	5700	44	1	F	6	SUV	525	No	1	Highly Urban/ Urban
0	0	1	257	Yes	0	13	3	No	High School	Home Maker	14	Private	5630	41	1	F	4	SUV	7902	No	5	Highly Rural/ Rural
0	0	0	146370	No	381878	14	2	Yes	High School	Manager	34	Private	20420	41	0	M	7	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	17546	No	0	12	0	No	Bachelors	Home Maker	20	Private	27740	56	0	F	4	Pickup	0	No	0	Highly Rural/ Rural
0	0	2	62386	No	202871	12	3	Yes	Bachelors	Professional	19	Private	11940	42	2	M	4	Minivan	39058	No	6	Highly Urban/ Urban
0	0	1	38504	No	172963	12	2	Yes	High School	Blue Collar	34	Commercial	21600	42	0	M	1	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	24722	No	0	9	0	No	High School	Clerical	31	Private	7900	26	2	F	4	SUV	1320	No	10	Highly Urban/ Urban
0	0	0	0	No	0	0	2	Yes	PhD	Home Maker	47	Private	13000	22	1	F	6	SUV	7191	No	0	Highly Urban/ Urban
0	0	0	0	No	56441	0	0	No	High School	Home Maker	16	Private	12460	50	0	F	4	SUV	0	No	2	Highly Urban/ Urban
0	0	0	134293	No	351880	12	0	Yes	Masters	Lawyer	43	Private	15890	50	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	73543	No	225263	11	1	Yes	Masters	Lawyer	46	Commercial	17860	45	0	M	6	Van	0	No	2	Highly Urban/ Urban
0	0	0	36504	No	209726	13	0	No	High School	Blue Collar	35	Private	15550	50	0	F	6	SUV	0	Yes	0	Highly Urban/ Urban
0	0	0	51778	No	72115	0	0	Yes	PhD	Home Maker	19	Private	6800	53	3	F	4	Sports Car	7236	No	4	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	High School	Student	36	Private	8750	64	0	F	4	Sports Car	0	No	3	Highly Rural/ Rural
0	0	0	16750	No	142254	15	0	Yes	High School	Clerical	28	Private	8280	51	0	M	1	Pickup	0	No	0	Highly Rural/ Rural
0	0	2	51778	No	0	13	3	Yes	High School	Student	5	Private	6710	40	0	F	6	SUV	0	No	0	Highly Rural/ Rural
0	0	0	32227	No	134375	12	0	Yes	Masters	Lawyer	21	Private	10220	55	2	F	7	SUV	4285	No	3	Highly Urban/ Urban
0	0	0	27450	No	115618	13	0	Yes	High School	Clerical	40	Private	9340	51	0	M	1	Minivan	0	No	1	Highly Rural/ Rural
0	0	0	71502	No	213441	11	0	Yes	Bachelors	Blue Collar	20	Commercial	5500	40	0	F	7	SUV	0	Yes	0	Highly Urban/ Urban
0	0	0	88937	No	276837	10	0	Yes	Masters	Professional	56	Private	15290	49	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	81369	No	226959	14	1	Yes	High School	Blue Collar	52	Private	13760	44	2	F	4	SUV	28499	Yes	5	Highly Rural/ Rural
0	0	0	82251	No	215483	11	1	Yes	Masters	Lawyer	46	Private	10500	34	0	F	6	SUV	0	Yes	0	Highly Urban/ Urban
0	0	0	118861	No	270664	10	1	Yes	Bachelors	Professional	37	Private	16690	33	0	F	4	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	51778	No	0	0	0	Yes	PhD	Doctor	42	Private	13860	47	2	F	6	SUV	4451	No	0	Highly Urban/ Urban
0	0	0	44470	No	215628	11	0	Yes	Bachelors	Professional	53	Private	12850	61	0	F	7	Minivan	0	No	6	Highly Urban/ Urban
0	0	0	73872	No	245878	8	0	Yes	Masters	Lawyer	43	Private	17550	46	0	F	10	SUV	0	No	3	Highly Rural/ Rural
0	0	0	43821	No	0	15	0	No	Masters	Lawyer	6	Private	11770	54	0	F	1	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	41137	No	158840	13	0	Yes	Masters	Professional	49	Private	14080	52	0	M	6	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	30254	No	118302	10	3	Yes	High School	Blue Collar	30	Commercial	18020	29	0	F	4	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	73430	No	235484	9	0	No	High School	Blue Collar	10	Commercial	12440	36	1	M	4	Minivan	33999	Yes	2	Highly Urban/ Urban
0	0	1	37586	No	120221	15	1	Yes	High School	Clerical	7	Commercial	23390	42	4	M	1	Panel Truck	4101	No	3	Highly Urban/ Urban
0	0	0	73985	No	242788	13	0	Yes	Masters	Lawyer	20	Commercial	33190	54	0	M	6	Panel Truck	0	No	2	Highly Urban/ Urban
0	0	0	40122	No	171054	14	0	No	PhD	Lawyer	37	Private	11210	57	1	F	10	Sports Car	9171	No	7	Highly Urban/ Urban
0	0	0	16736	No	102335	13	0	Yes	High School	Clerical	44	Private	7670	45	0	F	11	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	110915	No	350621	11	0	Yes	Masters	Manager	36	Private	21290	48	0	M	4	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	138368	No	348250	10	0	No	Bachelors	Manager	37	Private	20240	49	1	M	4	Van	2758	No	4	Highly Urban/ Urban
0	0	0	55527	No	0	2	0	No	Bachelors	Blue Collar	81	Commercial	23470	47	0	F	1	Pickup	0	No	1	Highly Rural/ Rural
0	0	0	154207	No	408267	14	0	Yes	PhD	Doctor	38	Private	36180	57	0	F	4	Sports Car	0	No	2	Highly Urban/ Urban
0	0	0	135276	No	332701	15	1	Yes	PhD	Doctor	25	Private	19230	42	0	M	1	Van	0	No	0	Highly Urban/ Urban
0	0	0	26630	No	158840	7	0	No	High School	Manager	47	Private	17290	50	0	M	6	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	157720	No	449806	13	0	Yes	PhD	Doctor	19	Private	23570	63	0	F	6	SUV	0	No	3	Highly Urban/ Urban
0	0	0	120074	No	0	14	0	No	PhD	Doctor	17	Private	8030	61	0	F	6	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	0	No	0	0	3	Yes	High School	Student	39	Commercial	7420	56	2	F	6	SUV	5442	No	9	Highly Rural/ Rural
0	0	0	51778	Yes	0	9	3	No	Masters	Lawyer	42	Private	1500	32	4	F	6	Sports Car	27582	No	3	Highly Urban/ Urban
0	0	0	51778	No	296150	12	0	Yes	PhD	Manager	22	Private	18680	54	0	M	1	Van	0	No	1	Highly Urban/ Urban
0	0	1	0	No	65293	0	3	Yes	High School	Home Maker	42	Private	1500	41	1	F	7	Sports Car	19425	Yes	1	Highly Urban/ Urban
0	0	0	0	No	134371	0	0	Yes	Masters	Home Maker	49	Private	11450	53	0	M	4	Pickup	0	No	4	Highly Rural/ Rural
0	0	0	47213	No	0	13	0	No	Masters	Lawyer	40	Private	27260	47	3	F	5	Van	1957	No	1	Highly Urban/ Urban
0	0	0	44432	No	149078	8	0	No	Masters	Lawyer	22	Private	18100	52	0	M	6	Van	0	No	0	Highly Urban/ Urban
0	0	0	17671	No	130075	11	0	Yes	High School	Clerical	81	Private	8840	50	1	F	1	SUV	5787	No	1	Highly Urban/ Urban
0	0	0	146020	No	372705	10	0	No	PhD	Doctor	40	Commercial	21300	52	2	M	1	Van	6730	No	3	Highly Urban/ Urban
0	0	0	103645	No	327281	9	0	Yes	PhD	Doctor	30	Commercial	17160	53	0	M	6	Van	0	No	1	Highly Urban/ Urban
0	0	0	72146	No	158840	13	0	Yes	High School	Blue Collar	38	Commercial	17900	41	2	F	6	Pickup	3736	No	0	Highly Urban/ Urban
0	0	2	161203	No	401918	15	2	Yes	PhD	Manager	36	Private	5700	42	0	M	10	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	71292	No	245771	19	3	Yes	High School	Blue Collar	14	Private	23570	44	0	F	5	SUV	0	No	0	Highly Urban/ Urban
0	0	0	59936	No	183741	10	0	No	High School	Manager	6	Private	12190	47	3	F	1	Sports Car	6856	No	3	Highly Urban/ Urban
0	0	0	51778	No	158840	9	0	Yes	High School	Blue Collar	43	Commercial	8670	49	0	M	10	Pickup	0	No	2	Highly Urban/ Urban
0	0	0	0	No	0	0	0	No	PhD	Home Maker	28	Commercial	18040	47	0	F	6	Sports Car	0	No	6	Highly Urban/ Urban
0	0	0	51778	No	0	10	0	No	Bachelors	Clerical	63	Private	20200	42	0	M	1	Van	0	No	1	Highly Urban/ Urban
0	0	0	70307	No	226429	10	0	Yes	Bachelors	Blue Collar	36	Commercial	8870	46	0	F	4	Sports Car	0	No	0	Highly Urban/ Urban
0	0	1	35933	No	148959	12	3	Yes	High School	Clerical	5	Private	7240	42	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	0	28747	No	149708	9	0	No	Masters	Lawyer	55	Private	10520	40	0	M	3	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	51778	No	165641	16	0	Yes	Bachelors	Professional	7	Private	34180	51	0	M	6	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	20046	No	154672	10	0	Yes	Masters	Manager	57	Private	5300	55	0	F	3	SUV	0	No	2	Highly Urban/ Urban
0	0	0	37172	Yes	195043	10	1	No	High School	Blue Collar	5	Commercial	10520	53	0	F	10	SUV	0	No	1	Highly Urban/ Urban
0	0	0	30676	No	150713	6	0	Yes	High School	Clerical	26	Private	5600	41	0	F	6	Minivan	0	No	1	Highly Rural/ Rural
0	0	0	51778	No	234317	7	0	No	Bachelors	Clerical	37	Private	4210	47	0	M	6	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	25929	No	187573	13	0	Yes	High School	Clerical	5	Commercial	9490	54	0	M	6	Pickup	0	No	2	Highly Rural/ Rural
0	0	0	10720	No	0	10	0	No	High School	Student	16	Private	8510	46	0	F	1	SUV	0	No	0	Highly Rural/ Rural
0	0	0	42862	No	0	12	0	No	High School	Professional	17	Private	7800	63	0	F	11	Sports Car	0	Yes	0	Highly Urban/ Urban
0	0	0	16193	Yes	0	13	3	No	High School	Clerical	36	Private	7290	23	0	M	7	Minivan	0	Yes	3	Highly Urban/ Urban
0	0	0	146981	No	384011	13	0	Yes	Bachelors	Professional	46	Private	21900	38	0	F	7	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	42275	No	190963	11	0	Yes	High School	Blue Collar	34	Commercial	11330	44	0	M	6	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	113356	No	380945	13	0	Yes	Masters	Lawyer	9	Commercial	16580	47	0	F	6	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	95884	Yes	0	12	1	No	Bachelors	Blue Collar	16	Commercial	31520	29	1	F	4	Minivan	4394	No	5	Highly Urban/ Urban
0	0	0	54067	No	168626	14	0	Yes	High School	Blue Collar	5	Commercial	6910	43	4	M	6	Pickup	7076	No	0	Highly Urban/ Urban
0	0	0	51778	No	293118	14	0	Yes	Bachelors	Blue Collar	27	Commercial	33200	54	0	F	7	SUV	0	No	1	Highly Urban/ Urban
0	0	0	47667	No	179034	8	0	Yes	Bachelors	Professional	11	Private	14500	66	0	F	3	Sports Car	0	No	2	Highly Urban/ Urban
0	0	0	80021	No	264048	11	0	No	Bachelors	Blue Collar	41	Commercial	9500	39	3	M	10	Pickup	7014	No	3	Highly Urban/ Urban
0	0	0	103249	No	158840	12	0	No	Masters	Lawyer	6	Commercial	31920	45	0	M	1	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	0	No	0	11	0	Yes	High School	Student	39	Private	28120	62	2	F	1	Sports Car	3804	No	3	Highly Rural/ Rural
0	0	0	22796	No	140908	13	0	Yes	Masters	Lawyer	52	Private	9780	60	3	M	13	Minivan	9818	No	3	Highly Urban/ Urban
0	0	0	89575	No	233553	12	0	Yes	Masters	Lawyer	32	Commercial	16930	43	0	M	1	Van	0	No	3	Highly Urban/ Urban
0	0	0	59379	No	188278	16	1	Yes	Bachelors	Clerical	38	Private	17110	43	0	F	1	Sports Car	0	No	0	Highly Urban/ Urban
0	0	1	40036	No	190348	7	3	Yes	High School	Blue Collar	55	Commercial	9700	42	0	M	1	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	61046	No	158840	11	0	Yes	Bachelors	Manager	12	Commercial	23520	51	0	F	9	Pickup	0	No	4	Highly Urban/ Urban
0	0	0	37999	No	171351	14	0	Yes	High School	Clerical	43	Commercial	6120	38	2	M	11	Pickup	37481	No	4	Highly Urban/ Urban
0	0	0	86861	Yes	253088	13	3	No	Masters	Manager	5	Private	26030	33	0	M	17	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	40777	No	158840	14	0	Yes	High School	Blue Collar	36	Commercial	10280	47	3	F	6	SUV	20372	Yes	3	Highly Urban/ Urban
0	0	1	39720	Yes	0	9	2	No	High School	Blue Collar	22	Private	13390	43	4	M	9	Minivan	892	No	4	Highly Urban/ Urban
0	0	2	110240	No	278571	12	2	Yes	High School	Blue Collar	46	Commercial	16720	42	1	M	4	Van	4925	No	3	Highly Urban/ Urban
0	0	0	10653	Yes	0	11	3	No	High School	Clerical	16	Private	14270	38	0	F	4	Sports Car	0	No	3	Highly Rural/ Rural
0	0	1	42989	Yes	182292	9	1	No	High School	Blue Collar	12	Commercial	19970	42	0	F	1	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	151637	No	0	14	0	No	Masters	Lawyer	21	Commercial	23690	57	2	M	4	Panel Truck	1839	No	3	Highly Urban/ Urban
0	0	0	28403	No	101889	14	2	Yes	High School	Blue Collar	53	Private	15420	33	3	F	1	SUV	1037	No	12	Highly Urban/ Urban
0	0	1	189555	No	452019	16	3	Yes	PhD	Doctor	35	Commercial	22010	40	0	F	1	Pickup	0	Yes	1	Highly Urban/ Urban
0	0	0	51778	No	249798	10	0	Yes	Bachelors	Home Maker	49	Private	8200	46	1	F	10	Minivan	3916	No	0	Highly Urban/ Urban
0	0	0	64884	No	0	10	0	No	High School	Blue Collar	33	Private	12890	49	3	F	3	SUV	864	No	3	Highly Urban/ Urban
0	0	1	89362	No	243922	14	2	Yes	Bachelors	Blue Collar	5	Commercial	11620	39	0	F	1	SUV	0	No	5	Highly Urban/ Urban
0	0	1	51778	No	178545	14	1	Yes	Bachelors	Blue Collar	40	Commercial	11780	39	2	F	6	Sports Car	8156	No	5	Highly Urban/ Urban
0	0	2	51778	No	0	11	3	Yes	High School	Student	5	Private	16910	40	0	F	7	Minivan	0	No	0	Highly Rural/ Rural
0	0	1	31924	Yes	0	13	2	No	High School	Clerical	50	Private	11300	39	2	M	11	Pickup	3774	No	0	Highly Urban/ Urban
0	0	0	72391	No	254334	13	0	Yes	Bachelors	Professional	24	Private	13740	55	3	F	4	Pickup	9119	No	2	Highly Urban/ Urban
0	0	0	7280	No	0	16	0	Yes	Bachelors	Student	14	Commercial	36360	57	2	M	1	Minivan	15724	Yes	6	Highly Urban/ Urban
0	0	0	133959	No	396631	13	0	Yes	Masters	Manager	31	Private	35750	55	0	F	1	Pickup	0	No	3	Highly Urban/ Urban
0	0	0	60719	No	187827	11	0	No	Bachelors	Blue Collar	52	Private	14900	63	0	F	12	Sports Car	0	No	3	Highly Urban/ Urban
0	0	0	22819	Yes	145084	12	1	No	Bachelors	Home Maker	12	Private	7160	29	2	F	1	SUV	4428	No	1	Highly Urban/ Urban
0	0	0	0	No	0	0	0	Yes	High School	Student	58	Private	6100	47	0	M	1	Pickup	0	No	2	Highly Urban/ Urban
0	0	0	120824	No	0	12	0	No	PhD	Doctor	30	Private	20650	51	0	F	1	Minivan	0	No	2	Highly Urban/ Urban
0	0	3	0	Yes	0	0	4	No	High School	Student	17	Private	1500	44	3	F	3	Sports Car	2602	No	8	Highly Urban/ Urban
0	0	0	204766	No	521764	16	0	Yes	PhD	Doctor	34	Private	15910	54	0	M	1	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	129230	No	337720	10	0	Yes	Bachelors	Professional	21	Commercial	23510	58	1	M	1	Panel Truck	9937	No	2	Highly Urban/ Urban
0	0	0	8585	No	0	12	0	No	High School	Student	34	Commercial	13540	40	2	M	7	Minivan	4451	No	0	Highly Urban/ Urban
0	0	0	110311	No	293832	6	0	Yes	Masters	Lawyer	28	Private	13450	50	0	M	4	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	3985	No	0	7	4	Yes	High School	Student	24	Private	4700	28	3	F	6	SUV	13538	Yes	7	Highly Urban/ Urban
0	0	0	30969	No	181779	12	0	Yes	High School	Clerical	40	Commercial	23650	51	4	M	10	Panel Truck	4674	No	3	Highly Urban/ Urban
0	0	1	0	Yes	0	0	3	No	Bachelors	Student	8	Private	1500	36	0	M	4	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	49610	No	221470	9	0	Yes	Bachelors	Professional	71	Private	13940	49	0	F	4	SUV	0	No	0	Highly Rural/ Rural
0	0	0	154165	No	405227	12	0	Yes	Masters	Lawyer	47	Private	21280	55	1	M	1	Van	615	No	5	Highly Urban/ Urban
0	0	0	22330	No	158840	19	3	Yes	High School	Clerical	37	Private	4700	32	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	0	83639	No	268714	11	0	No	PhD	Lawyer	40	Private	35530	60	1	F	10	Sports Car	3868	No	3	Highly Urban/ Urban
0	0	0	63190	No	212219	12	0	Yes	Masters	Manager	31	Private	13810	39	4	F	1	SUV	19618	Yes	1	Highly Urban/ Urban
0	0	0	117579	No	296271	12	1	Yes	Bachelors	Manager	18	Private	14080	35	0	F	7	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	40177	No	120876	12	0	Yes	Masters	Professional	27	Private	18170	39	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	0	94958	No	321534	11	2	Yes	Bachelors	Professional	19	Commercial	12490	36	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	104288	No	0	12	0	No	Masters	Lawyer	47	Private	19450	38	0	M	4	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	0	No	0	0	3	Yes	Bachelors	Student	58	Commercial	5100	36	0	F	1	SUV	0	No	3	Highly Urban/ Urban
0	0	0	0	No	0	0	3	Yes	High School	Home Maker	55	Private	2530	32	0	F	1	Sports Car	0	No	2	Highly Rural/ Rural
0	0	0	81900	No	268602	10	0	Yes	Bachelors	Professional	18	Private	16200	53	3	F	6	SUV	8125	No	2	Highly Urban/ Urban
0	0	0	36150	No	174964	12	0	Yes	High School	Blue Collar	16	Private	9810	47	0	F	4	SUV	0	No	0	Highly Rural/ Rural
0	0	1	30984	No	121365	15	2	Yes	High School	Clerical	32	Private	9980	41	0	F	1	Sports Car	0	No	1	Highly Rural/ Rural
0	0	0	124092	No	0	13	0	No	Bachelors	Clerical	46	Private	14880	50	2	F	1	Minivan	1597	Yes	7	Highly Urban/ Urban
0	0	0	43482	No	0	13	0	No	Bachelors	Professional	61	Private	11550	57	0	F	9	SUV	0	No	5	Highly Urban/ Urban
0	0	0	53388	No	194362	13	0	Yes	Bachelors	Professional	32	Private	14630	54	1	F	4	SUV	4957	No	2	Highly Urban/ Urban
0	0	0	55087	No	230249	12	0	No	High School	Blue Collar	60	Commercial	11910	49	0	F	13	SUV	0	No	0	Highly Rural/ Rural
0	0	1	6232	No	0	15	3	Yes	High School	Student	40	Private	14370	41	1	F	1	Sports Car	6953	No	1	Highly Urban/ Urban
0	0	0	64489	No	180165	13	0	Yes	Bachelors	Professional	73	Private	12950	50	0	F	6	Sports Car	0	Yes	4	Highly Rural/ Rural
0	0	0	98129	No	232845	11	0	Yes	Bachelors	Manager	35	Private	9790	55	0	F	4	SUV	0	No	1	Highly Urban/ Urban
0	0	0	112226	No	317347	5	0	Yes	Bachelors	Professional	44	Commercial	30630	46	0	M	6	Panel Truck	0	No	1	Highly Rural/ Rural
0	0	0	107333	No	291184	12	0	Yes	Bachelors	Blue Collar	5	Commercial	16030	38	3	M	1	Minivan	5344	No	4	Highly Urban/ Urban
0	0	0	73283	No	251025	12	0	Yes	Bachelors	Professional	37	Commercial	24130	58	3	M	6	Panel Truck	3862	No	3	Highly Urban/ Urban
0	0	1	57170	No	189135	13	2	Yes	Bachelors	Clerical	34	Private	13520	36	0	F	6	SUV	0	No	0	Highly Rural/ Rural
0	0	0	35021	No	180400	14	0	Yes	Bachelors	Manager	26	Private	9700	47	0	M	4	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	82749	No	279333	10	0	Yes	Masters	Manager	44	Private	14670	49	0	F	6	SUV	0	No	0	Highly Urban/ Urban
0	0	2	30129	No	111591	13	2	Yes	High School	Clerical	67	Private	18950	42	0	F	6	SUV	0	No	0	Highly Urban/ Urban
0	0	0	28567	No	163796	15	0	Yes	High School	Blue Collar	31	Commercial	23370	49	0	M	7	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	73903	No	224303	11	0	No	Masters	Professional	44	Commercial	28760	57	0	M	6	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	38723	No	168698	8	0	No	High School	Clerical	14	Private	10270	49	0	M	4	Pickup	0	No	3	Highly Urban/ Urban
0	0	0	35263	No	130757	14	0	Yes	High School	Blue Collar	27	Commercial	18880	55	0	F	7	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	82964	No	302661	6	0	No	Masters	Lawyer	33	Commercial	39480	56	2	M	1	Panel Truck	5715	No	4	Highly Urban/ Urban
0	0	1	21733	No	0	14	2	Yes	High School	Student	30	Commercial	14070	40	0	M	1	Minivan	0	No	0	Highly Rural/ Rural
0	0	2	51778	No	228661	17	4	Yes	High School	Blue Collar	26	Commercial	6420	44	2	M	6	Minivan	3494	No	5	Highly Urban/ Urban
0	0	0	180465	No	506109	9	0	Yes	PhD	Doctor	32	Private	30920	53	0	F	5	SUV	0	No	0	Highly Urban/ Urban
0	0	0	99002	No	0	10	0	No	Bachelors	Blue Collar	19	Commercial	23520	40	2	M	1	Minivan	4609	No	0	Highly Urban/ Urban
0	0	0	74330	No	0	11	0	No	Masters	Lawyer	51	Private	30440	54	0	M	1	Minivan	0	Yes	0	Highly Urban/ Urban
0	0	0	40709	No	181938	13	0	Yes	Masters	Manager	27	Private	1500	52	0	M	1	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	59936	Yes	0	9	2	No	Bachelors	Professional	69	Private	5600	41	1	F	9	Sports Car	7551	No	0	Highly Rural/ Rural
0	0	0	80358	No	232459	12	0	Yes	High School	Manager	25	Private	6000	45	0	F	1	SUV	0	Yes	2	Highly Urban/ Urban
0	0	0	1249	No	116783	11	0	Yes	Bachelors	Home Maker	28	Private	1500	59	0	F	1	Sports Car	0	No	1	Highly Urban/ Urban
0	0	0	17206	No	171616	9	0	Yes	High School	Clerical	27	Private	7000	55	1	F	6	SUV	25033	Yes	2	Highly Urban/ Urban
0	0	0	38924	No	185320	12	0	Yes	High School	Professional	16	Private	9290	39	2	M	7	Pickup	1794	No	3	Highly Urban/ Urban
0	0	0	46393	No	0	15	0	No	Masters	Lawyer	27	Private	17340	40	0	F	1	Minivan	0	Yes	0	Highly Urban/ Urban
0	0	0	11070	No	0	11	0	Yes	High School	Student	34	Commercial	6300	51	0	M	6	Pickup	0	No	1	Highly Rural/ Rural
0	0	0	74194	No	210282	7	0	No	High School	Blue Collar	35	Commercial	25610	35	0	M	4	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	1	47880	Yes	208837	11	2	No	High School	Clerical	33	Private	6290	42	2	F	1	SUV	3224	Yes	2	Highly Urban/ Urban
0	0	0	48292	No	154000	3	0	No	High School	Blue Collar	5	Private	25000	34	3	F	4	SUV	3685	No	0	Highly Urban/ Urban
0	0	0	24748	No	135512	14	0	Yes	High School	Clerical	44	Private	27000	43	0	M	10	Minivan	0	No	0	Highly Rural/ Rural
0	0	0	110575	No	340631	5	0	Yes	Masters	Lawyer	36	Commercial	17060	45	0	M	9	Van	0	No	0	Highly Urban/ Urban
0	0	1	56335	No	204619	10	2	Yes	Bachelors	Clerical	37	Private	14270	40	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	0	61472	Yes	158840	13	3	No	Bachelors	Clerical	38	Commercial	29850	36	0	M	1	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	2	49515	Yes	209725	12	3	No	High School	Blue Collar	47	Private	14490	36	0	M	9	Minivan	0	No	0	Highly Urban/ Urban
0	0	0	66592	No	175461	11	2	Yes	Bachelors	Clerical	52	Private	19530	31	0	M	1	Van	0	No	0	Highly Rural/ Rural
0	0	0	102244	No	307424	8	0	Yes	Masters	Manager	39	Commercial	24180	51	0	M	6	Panel Truck	0	No	1	Highly Urban/ Urban
0	0	0	0	Yes	0	0	3	No	High School	Home Maker	30	Private	10160	30	0	F	5	SUV	0	No	6	Highly Urban/ Urban
0	0	0	0	No	105758	0	0	Yes	High School	Home Maker	19	Private	20060	37	0	F	1	SUV	0	No	0	Highly Urban/ Urban
0	0	0	75544	No	0	10	0	No	Bachelors	Clerical	59	Private	15550	43	0	F	11	SUV	0	No	0	Highly Urban/ Urban
0	0	2	4913	Yes	0	11	2	No	High School	Home Maker	47	Commercial	7130	42	0	F	1	Pickup	0	No	5	Highly Urban/ Urban
0	0	0	165632	No	413216	12	0	Yes	PhD	Lawyer	11	Private	20280	55	0	F	19	SUV	0	No	0	Highly Urban/ Urban
0	0	0	53840	No	162697	12	0	Yes	High School	Professional	36	Private	10580	37	4	M	1	Minivan	2577	No	6	Highly Urban/ Urban
0	0	0	51778	No	0	11	0	No	Masters	Lawyer	37	Commercial	28290	53	0	F	1	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	25931	No	183292	11	0	Yes	PhD	Home Maker	54	Private	22880	53	0	F	3	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	35093	No	184784	13	0	Yes	High School	Clerical	26	Private	7100	52	0	F	1	SUV	0	No	0	Highly Rural/ Rural
0	0	0	0	No	96384	0	2	Yes	High School	Home Maker	58	Private	5500	40	0	F	7	SUV	0	No	0	Highly Rural/ Rural
0	0	0	6068	No	56199	11	1	Yes	High School	Home Maker	40	Private	10730	31	0	F	4	SUV	0	No	0	Highly Urban/ Urban
0	0	1	88236	Yes	0	8	2	No	Bachelors	Professional	20	Private	13920	36	1	F	1	SUV	4432	No	2	Highly Urban/ Urban
0	0	0	51778	No	262533	9	0	No	Bachelors	Manager	42	Private	30630	40	0	F	4	Minivan	0	Yes	0	Highly Urban/ Urban
0	0	0	65136	No	218705	11	0	Yes	Bachelors	Blue Collar	59	Commercial	12710	47	2	F	1	SUV	5468	No	3	Highly Urban/ Urban
0	0	0	105198	No	310110	11	0	Yes	Masters	Manager	60	Private	8860	50	3	M	6	Pickup	7792	No	3	Highly Urban/ Urban
0	0	0	98154	No	314175	10	0	No	High School	Professional	35	Private	11320	41	0	F	4	SUV	0	No	1	Highly Rural/ Rural
0	0	0	47451	No	0	12	0	No	Masters	Lawyer	37	Private	11600	60	1	F	4	SUV	977	No	5	Highly Urban/ Urban
0	0	0	186590	No	501867	11	0	No	PhD	Doctor	31	Commercial	26160	60	0	M	4	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	6554	No	0	1	0	No	High School	Student	25	Private	9120	46	2	M	1	Pickup	27883	No	0	Highly Urban/ Urban
0	0	0	32542	No	109803	4	0	Yes	High School	Clerical	37	Private	11490	37	2	F	1	SUV	43599	Yes	7	Highly Urban/ Urban
0	0	0	57361	No	227490	14	0	Yes	High School	Manager	57	Commercial	30240	54	0	F	4	Van	0	No	4	Highly Urban/ Urban
0	0	0	24546	No	0	14	0	No	High School	Professional	39	Private	11100	61	2	F	9	SUV	5890	No	0	Highly Urban/ Urban
0	0	1	53357	No	209447	11	1	Yes	High School	Professional	18	Commercial	26810	42	1	M	1	Panel Truck	6517	No	8	Highly Urban/ Urban
0	0	0	0	No	104638	0	1	Yes	Bachelors	Home Maker	58	Private	7180	40	3	F	1	SUV	1035	No	4	Highly Urban/ Urban
0	0	0	52456	No	234158	10	0	Yes	Bachelors	Blue Collar	63	Commercial	9830	47	3	M	1	Pickup	4215	No	3	Highly Urban/ Urban
0	0	0	0	No	76867	11	0	Yes	High School	Home Maker	33	Private	5200	37	3	F	6	SUV	4327	No	0	Highly Urban/ Urban
0	0	0	20148	No	0	11	0	No	Bachelors	Professional	50	Private	5300	38	3	F	7	Sports Car	14850	Yes	10	Highly Urban/ Urban
0	0	0	12841	No	85755	12	1	Yes	Bachelors	Home Maker	52	Private	24690	28	2	F	6	Minivan	3031	No	5	Highly Urban/ Urban
0	0	0	103503	No	158840	6	0	No	Masters	Professional	31	Commercial	40950	56	0	M	4	Panel Truck	0	No	0	Highly Rural/ Rural
0	0	0	34276	No	99323	9	4	Yes	Bachelors	Clerical	36	Private	11770	27	0	F	9	SUV	0	No	0	Highly Urban/ Urban
0	0	0	28329	Yes	0	13	2	No	High School	Blue Collar	32	Private	8010	33	0	F	1	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	51778	No	158840	14	0	Yes	Bachelors	Professional	38	Private	27120	57	0	F	3	Pickup	0	No	0	Highly Rural/ Rural
0	0	0	62177	No	178852	8	0	Yes	High School	Blue Collar	34	Private	4110	38	0	M	1	Minivan	0	Yes	0	Highly Urban/ Urban
0	0	0	14034	No	0	11	0	Yes	High School	Student	16	Commercial	21870	53	0	M	13	Van	0	No	1	Highly Rural/ Rural
0	0	0	13365	Yes	0	10	2	No	Bachelors	Student	38	Commercial	5690	35	1	F	4	SUV	4792	No	6	Highly Urban/ Urban
0	0	0	25371	No	143256	16	0	Yes	High School	Blue Collar	10	Private	9030	49	0	M	11	Minivan	0	No	1	Highly Urban/ Urban
0	0	0	31080	No	127150	13	2	Yes	High School	Professional	37	Private	9980	40	4	M	7	Pickup	7104	No	5	Highly Urban/ Urban
0	0	0	123051	No	377108	5	0	Yes	High School	Blue Collar	32	Private	7200	57	0	F	1	SUV	0	No	1	Highly Rural/ Rural
0	0	1	0	No	96897	0	2	Yes	Bachelors	Home Maker	48	Private	1500	37	0	F	1	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	51778	No	236742	11	0	Yes	Masters	Manager	19	Private	23410	52	0	F	7	Pickup	0	No	0	Highly Urban/ Urban
0	0	0	38290	Yes	148303	11	3	No	High School	Blue Collar	5	Private	9470	44	2	F	6	SUV	30328	No	4	Highly Urban/ Urban
0	0	0	18247	Yes	0	12	3	No	High School	Clerical	38	Private	15480	34	1	F	13	Minivan	3846	No	0	Highly Urban/ Urban
0	0	1	59763	Yes	193504	15	2	No	Bachelors	Professional	84	Commercial	6000	45	3	M	1	Pickup	12751	Yes	2	Highly Urban/ Urban
0	0	0	59375	No	244565	14	0	Yes	Bachelors	Clerical	35	Private	12140	53	0	F	4	SUV	0	No	3	Highly Urban/ Urban
0	0	0	88189	No	253315	13	2	Yes	Bachelors	Professional	52	Private	20960	39	1	F	9	Minivan	35324	No	0	Highly Urban/ Urban
0	0	0	51103	No	200025	11	0	Yes	High School	Blue Collar	15	Commercial	17080	37	1	M	13	Minivan	3519	No	6	Highly Urban/ Urban
0	0	0	60755	Yes	0	12	2	No	High School	Blue Collar	44	Private	11080	35	3	F	11	SUV	5208	No	7	Highly Urban/ Urban
0	0	0	75777	No	277382	13	0	Yes	Bachelors	Blue Collar	56	Commercial	14380	53	1	M	10	Minivan	5071	No	7	Highly Urban/ Urban
0	0	0	34273	No	0	8	0	No	High School	Clerical	52	Private	11770	50	0	F	9	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	156031	No	439165	14	0	Yes	PhD	Doctor	15	Private	28360	62	0	F	6	Sports Car	0	No	0	Highly Urban/ Urban
0	0	0	51778	No	285652	11	0	Yes	Bachelors	Blue Collar	18	Commercial	1500	36	2	M	1	Minivan	3547	No	5	Highly Urban/ Urban
0	0	0	55841	No	211559	15	0	Yes	Bachelors	Professional	39	Commercial	45410	47	0	F	6	Panel Truck	0	No	0	Highly Urban/ Urban
0	0	0	112420	No	314882	18	2	Yes	Bachelors	Professional	35	Private	45420	56	0	F	6	Van	0	No	0	Highly Urban/ Urban
0	0	0	24840	No	158850	12	0	Yes	High School	Home Maker	24	Private	5820	49	0	F	1	SUV	0	No	1	Highly Rural/ Rural
0	0	0	37564	No	0	12	0	No	PhD	Manager	30	Private	16770	45	0	M	1	Van	0	No	0	Highly Urban/ Urban
0	0	0	110140	No	318086	8	0	Yes	Bachelors	Professional	57	Commercial	30870	55	0	M	1	Panel Truck	0	No	2	Highly Urban/ Urban
0	0	2	9991	Yes	0	12	3	No	High School	Student	27	Commercial	18460	41	0	F	12	SUV	0	No	0	Highly Rural/ Rural
0	0	0	31045	No	138614	15	0	Yes	Bachelors	Clerical	23	Private	9300	47	1	F	6	SUV	44376	Yes	0	Highly Urban/ Urban
0	0	0	119579	No	331156	7	0	No	Bachelors	Blue Collar	27	Commercial	17760	43	1	F	4	SUV	10137	No	5	Highly Urban/ Urban
0	0	0	126829	No	334777	9	0	Yes	Masters	Manager	9	Private	18280	41	0	M	4	Minivan	0	No	2	Highly Urban/ Urban
0	0	0	0	No	0	0	0	Yes	High School	Student	32	Commercial	1500	46	1	F	6	Sports Car	20519	Yes	3	Highly Rural/ Rural
0	0	0	43501	No	134977	12	0	Yes	High School	Professional	60	Private	16080	46	0	M	3	Minivan	0	No	2	Highly Rural/ Rural
0	0	0	141083	No	393624	10	0	Yes	Masters	Lawyer	42	Private	21110	55	0	F	10	Sports Car	0	No	0	Highly Rural/ Rural
0	0	0	128523	No	0	10	0	No	Masters	Lawyer	18	Commercial	32960	51	3	M	6	Panel Truck	3995	No	1	Highly Urban/ Urban
0	0	0	39837	No	170611	15	0	Yes	High School	Blue Collar	12	Private	13820	48	0	F	7	SUV	0	No	0	Highly Urban/ Urban

5. APPENDIX

All code for this report

library(dplyr)
library(tidyr)
library(ggplot2)
library(flexdashboard)
library(tidyverse)
library(gapminder)
library(ggthemes)
library(ggthemes)
library(lessR)
library(dplyr)          
library(ggplot2)        
library(caret)          
library(DataExplorer)    
library(car)            
library(ggcorrplot)    
library(GGally)
library(kableExtra)
library(dplyr)
library(GGally)
library(ggcorrplot)
library(MLmetrics)
library(performance)
library(lmtest)
library(highcharter)
library(RColorBrewer)
library(DT)
library(moments)
library(see)
library(MASS)
library(psych)
library(Hmisc)
library(corrplot)
library(ROCR) 
library(broom)
library(WVPlots)
library(randomForest)
library(pROC)
eval_df <- read.csv('https://raw.githubusercontent.com/uplotnik/DATA621/main/insurance-evaluation-data.csv')
train_df <-read.csv('https://raw.githubusercontent.com/uplotnik/DATA621/main/insurance_training_data.csv')
knitr::kable(train_df, format = "html", table.attr = "style='width:30%;'", caption = "Table1.Insurance_training_data")%>%
  kable_styling("striped", full_width = F)%>%
  kableExtra::scroll_box(width = "100%", height = "400px")
df<-describeBy(train_df)

kable(df, format = "html", table.attr = "style='width:20%;'")%>%
  kable_styling("striped", full_width = F)%>%
  kableExtra::scroll_box(width = "100%", height = "400px")
knitr::kable(introduce(train_df), caption = "Training data set")%>%
  kable_styling("striped")%>%
  kableExtra::scroll_box(width = "100%", height = "100px")

knitr::kable(introduce(eval_df),caption = "Evaluation data set")%>%
  kable_styling("striped")%>%
  kableExtra::scroll_box(width = "100%", height = "100px")

plot_intro(train_df, 
           ggtheme = theme_minimal(),
  title = "Missing Data",
  theme_config = theme(plot.title = element_text(color = "orange")),
  geom_label_args = c(hjust = "inward")
)
targetamt <- train_df %>% filter(TARGET_FLAG == 1)
ggplot(targetamt, aes(x=TARGET_AMT)) + 
  geom_density(fill='lightblue') +
  geom_vline(aes(xintercept = mean(TARGET_AMT)), lty=2, col="red") +
  geom_label(aes(x=25000, y=0.00015, label=paste("mean =", round(mean(TARGET_AMT),0)))) +
  geom_vline(aes(xintercept = median(TARGET_AMT)), lty=2, col="darkgreen") +
  geom_label(aes(x=25000, y=0.00010, label=paste("median = ", round(median(TARGET_AMT), 0)))) +
  labs(title="TARGET_AMT Density Plot", y="Density", x="TARGET_AMT")
train_df_visual <- train_df %>% dplyr::select(where(is.numeric), -INDEX) %>%
  pivot_longer(!c(TARGET_FLAG,TARGET_AMT), 
               names_to = 'variable', 
               values_to = 'value') %>% 
  drop_na()

train_df_visual %>% ggplot(aes(x=value, group=TARGET_FLAG, fill=TARGET_FLAG)) +
  geom_density() + 
  facet_wrap(~variable, scales = 'free',  ncol = 4) 

train_df_visual %>% ggplot(aes(x=value, group=TARGET_FLAG, fill=TARGET_FLAG)) + 
  geom_boxplot() + 
  facet_wrap(~variable, scales = 'free',  ncol = 4) 
### Data Cleaning
# Drop INDEX

tr <- train_df[-1]
ev <- eval_df[-1]
#  Convert to numeric
tr$INCOME <- as.numeric(gsub('[$,]', '', tr$INCOME))
tr$HOME_VAL <- as.numeric(gsub('[$,]', '', tr$HOME_VAL))
tr$BLUEBOOK <- as.numeric(gsub('[$,]', '', tr$BLUEBOOK))
tr$OLDCLAIM <- as.numeric(gsub('[$,]', '', tr$OLDCLAIM))


ev$INCOME <- as.numeric(gsub('[$,]', '', ev$INCOME))
ev$HOME_VAL <- as.numeric(gsub('[$,]', '', ev$HOME_VAL))
ev$BLUEBOOK <- as.numeric(gsub('[$,]', '', ev$BLUEBOOK))
ev$OLDCLAIM <- as.numeric(gsub('[$,]', '', ev$OLDCLAIM))

# Remove unnecessary characters from train table 
tr$MSTATUS  <- gsub("z_", "", tr$MSTATUS)
tr$SEX  <- gsub("z_", "", tr$SEX)
tr$EDUCATION  <- gsub("z_", "", tr$EDUCATION)
tr$EDUCATION  <- gsub("<", "", tr$EDUCATION)
tr$JOB  <- gsub("z_", "", tr$JOB)
tr$CAR_USE  <- gsub("z_", "", tr$CAR_USE)
tr$CAR_TYPE  <- gsub("z_", "", tr$CAR_TYPE)
tr$URBANICITY  <- gsub("z_", "", tr$URBANICITY)

# Remove unnecessary characters from eval table 
ev$MSTATUS  <- gsub("z_", "", ev$MSTATUS)
ev$SEX  <- gsub("z_", "", ev$SEX)
ev$EDUCATION  <- gsub("z_", "", ev$EDUCATION)
ev$EDUCATION  <- gsub("<", "", ev$EDUCATION)
ev$JOB  <- gsub("z_", "", ev$JOB)
ev$CAR_USE  <- gsub("z_", "", ev$CAR_USE)
ev$CAR_TYPE  <- gsub("z_", "", ev$CAR_TYPE)
ev$URBANICITY  <- gsub("z_", "", ev$URBANICITY)

#impute negative and missing values
clean_tr<-tr%>% mutate(CAR_AGE = ifelse(CAR_AGE < 0, NA, CAR_AGE))%>% mutate(JOB = 
           ifelse((JOB == "" & EDUCATION == 'PhD'),
                  "Doctor", JOB)) %>% 

  mutate(JOB = 
           ifelse((JOB == "" & EDUCATION == 'Masters'),
                  "Lawyer", JOB))

#impute negative and missing values
clean_ev<-ev%>% mutate(CAR_AGE = ifelse(CAR_AGE < 0, NA, CAR_AGE))%>% mutate(JOB = 
           ifelse((JOB == "" & EDUCATION == 'PhD'),
                  "Doctor", JOB)) %>% 

  mutate(JOB = 
           ifelse((JOB == "" & EDUCATION == 'Masters'),
                  "Lawyer", JOB))
plot_missing(clean_tr)
f <- clean_tr %>% 
   mutate_at(vars(c("CAR_AGE", "YOJ", "AGE", "INCOME", "HOME_VAL")), ~ifelse(is.na(.), median(., na.rm = TRUE), .))
evf <- clean_ev %>% 
   mutate_at(vars(c("CAR_AGE", "YOJ", "AGE", "INCOME", "HOME_VAL")), ~ifelse(is.na(.), median(., na.rm = TRUE), .))
# count total missing values post imputation
print("Count of total missing values in after imputation ")
sum(is.na(f))
rcore <- rcorr(as.matrix(f %>% dplyr::select(where(is.numeric))))
coeff <- rcore$r
corrplot(coeff, tl.cex = .5, tl.col="black", method = 'color', addCoef.col = "black",
         type="upper", order="hclust", number.cex=0.7, diag=FALSE)
New_f<-f

BLUEBOOK<-New_f$BLUEBOOK
log_BB <- log10(New_f$BLUEBOOK)
sqrt_BB <- sqrt(New_f$BLUEBOOK)

CAR_AGE<-New_f$CAR_AGE
log_CAR_AGE<- log10(New_f$CAR_AGE)
sqrt_CAR_AGE<- sqrt(New_f$CAR_AGE)

HOME_VAL<-New_f$HOME_VAL
log_HOME_VAL<- log10(New_f$HOME_VAL)
sqrt_HOME_VAL<- sqrt(New_f$HOME_VAL)

INCOME<-New_f$INCOME
log_inc <- log10(New_f$INCOME)
sqrt_inc <- sqrt(New_f$INCOME)

TIF<-New_f$TIF
log_TIF<- log10(New_f$TIF)
sqrt_TIF<- sqrt(New_f$TIF)

TRAVTIME<-New_f$TRAVTIME
log_TRAVTIME<- log10(New_f$TRAVTIME)
sqrt_TRAVTIME <- sqrt(New_f$TRAVTIME)



Target_amt<-New_f$TARGET_AMT
log_Target_amt<- log10(New_f$TARGET_AMT)
sqrt_Target_amt <- sqrt(New_f$TARGET_AMT)


old_claim<-New_f$OLDCLAIM
log_old_claim<- log10(New_f$OLDCLAIM)
sqrt_old_claim <- sqrt(New_f$OLDCLAIM)



BLUEBOOK_data <- data.frame(BLUEBOOK, log_BB,sqrt_BB) 
CAR_AGE_data<-data.frame(CAR_AGE, log_CAR_AGE,sqrt_CAR_AGE)
HOME_VAL_data<-data.frame(HOME_VAL, log_HOME_VAL,sqrt_HOME_VAL)
TIF_data <- data.frame(TIF, log_TIF,sqrt_TIF) 
INCOME_data <- data.frame(INCOME, log_inc,sqrt_inc) 
TARGET_AMT_data<- data.frame(Target_amt, log_Target_amt,sqrt_Target_amt) 
OLDCLAIM_data<- data.frame(old_claim, log_old_claim,sqrt_old_claim) 
TRAVTIME_data<- data.frame(TRAVTIME, log_TRAVTIME,sqrt_TRAVTIME) 

#Compare the results of LOG and Square Root transformations
#plot_histogram(BLUEBOOK_data)
#plot_histogram(CAR_AGE_data)
#plot_histogram(HOME_VAL_data)
#plot_histogram(INCOME_data)
#plot_histogram(TIF_data)
#plot_histogram(TRAVTIME_data)
#plot_histogram(OLDCLAIM_data)
#plot_histogram(TARGET_AMT_data)
New_f$TARGET_AMT <- log_Target_amt
New_f$HOME_VAL<-log_HOME_VAL
New_f$OLDCLAIM<-log_old_claim
New_f$INCOME <- sqrt_inc
New_f$BLUEBOOK<-sqrt_BB
New_f$TRAVTIME<-sqrt_TRAVTIME
New_f$TIF<-sqrt_TIF
New_f$CAR_AGE<-sqrt_CAR_AGE
clean_visual <- New_f %>% dplyr::select(where(is.numeric)) %>%
  pivot_longer(!c(TARGET_FLAG,TARGET_AMT), 
               names_to = 'variable', 
               values_to = 'value') %>% 
  drop_na()

clean_visual%>% ggplot(aes(x=value, group=TARGET_FLAG, fill=TARGET_FLAG)) +
  geom_density() + 
  facet_wrap(~variable, scales = 'free',  ncol = 4) 
#Remove infinite Values
New_f[sapply(New_f, is.infinite)] <- 0
clean<-New_f
## Split data with transformed variables into training and testing data sets


set.seed(1234)
index_New_f <- sample(nrow(clean) , size = nrow(New_f)*0.75) 
New_f_train <- clean[index_New_f,]
New_f_test <- clean[-index_New_f, ]

training_set <- New_f_train [-2]
test_set <- New_f_test [-2]

set.seed(1234)
# Model 1 - Binary Regression Model
GLM1 <- glm(TARGET_FLAG~., family=binomial(link="logit"), data=training_set)
summary(GLM1)
par(mfrow = c(2,2))
plot(GLM1)
# Measure relative influence/importance of each feature
vip::vi(GLM1)

## Variable selection using backward elimination with AIC
set.seed(1234)

GLM2 <-  MASS::stepAIC(GLM1, direction = "backward", trace = 0)
summary(GLM2)
par(mfrow = c(2,2))
plot(GLM2)
# Measure relative influence/importance of each feature
vip::vi(GLM2)
set.seed(1234)
GLM3 <- randomForest(TARGET_FLAG ~ ., data = training_set)
# Select top predictors
predictors <- as.data.frame(importance(GLM3)) %>% top_n(20, IncNodePurity) %>% rownames() %>% append('TARGET_FLAG')
#predictors
#  New Training Data set
df_GLM3 <- training_set %>% dplyr::select(all_of(predictors))

# train model
GLM3 <- glm(TARGET_FLAG ~ . , data = df_GLM3, family = binomial(link = logit))
summary(GLM3)
par(mfrow = c(2,2))
plot(GLM3)
# evaluate the model by predicting using the testing set
m1_prob <- predict(GLM1, test_set, type = "response")
m1_pclass <- ifelse(m1_prob >= 0.5, 1, 0)

# create confusion matrix
pclass <- factor(m1_pclass,levels = c(1,0))
aclass <- factor(test_set$TARGET_FLAG,levels = c(1,0))
confusionMatrix(pclass, aclass);


# plot and show area under the curve
plot(roc(test_set$TARGET_FLAG, m1_prob),print.auc=TRUE)

# Gain Curve Plot
augment(GLM1) %>% data.frame() %>% 
  GainCurvePlot(xvar = ".fitted", truthVar = "TARGET_FLAG", title = "Logistic Model 1")
# evaluate the model by predicting using the testing set
m2_prob <- predict(GLM2, test_set, type = "response")
m2_pclass <- ifelse(m2_prob >= 0.5, 1, 0)

# create confusion matrix
pclass <- factor(m2_pclass,levels = c(1,0))
aclass <- factor(test_set$TARGET_FLAG,levels = c(1,0))
confusionMatrix(pclass, aclass);

# plot and show area under the curve
plot(roc(test_set$TARGET_FLAG, m2_prob),print.auc=TRUE)

# Gain Curve Plot
augment(GLM2) %>% data.frame() %>% 
  GainCurvePlot(xvar = ".fitted", truthVar = "TARGET_FLAG", title = "Logistic Model 2")
# evaluate the model by predicting using the testing set
m3_prob <- predict(GLM3, test_set, type = "response")
m3_pclass <- ifelse(m3_prob >= 0.5, 1, 0)

# create confusion matrix
pclass <- factor(m3_pclass,levels = c(1,0))
aclass <- factor(test_set$TARGET_FLAG,levels = c(1,0))
confusionMatrix(pclass, aclass);

# plot and show area under the curve
plot(roc(test_set$TARGET_FLAG, m3_prob),print.auc=TRUE)

# Gain Curve Plot
augment(GLM3) %>% data.frame() %>% 
  GainCurvePlot(xvar = ".fitted", truthVar = "TARGET_FLAG", title = "Logistic Model 3")
result <- compare_performance(GLM1, GLM2, GLM3)
result
plot(compare_performance(GLM1, GLM2, GLM3, rank = TRUE, verbose = FALSE))

performance_hosmer(GLM1, n_bins = 10)
performance_hosmer(GLM2, n_bins = 10)
performance_hosmer(GLM3, n_bins = 10)
## Split data into training and testing datasets

#RNGkind(sample.kind = "Rounding")
set.seed(1234) 

index_New_f <- sample(nrow(clean) , size = nrow(New_f)*0.75) 
New_f_train <- clean[index_New_f,-1] #75%
New_f_test <- clean[-index_New_f,-1 ]

New_ftrain <- data.frame(New_f_train)
New_ftest <- data.frame(New_f_test)

set.seed(1234)
model1<- lm(TARGET_AMT ~., 
     data = New_ftrain)
summary(model1)
round(vif(model1),2)
par(mfrow = c(2,2))
plot(model1)
set.seed(1234)
model2<-step(model1, direction = "backward")
summary(model2)
par(mfrow = c(2,2))
plot(model2)
set.seed(1234)
model3<-lm(TARGET_AMT~KIDSDRIV + INCOME + PARENT1 +TRAVTIME+MSTATUS+CAR_USE + BLUEBOOK + 
    TIF + CAR_TYPE + OLDCLAIM + REVOKED + MVR_PTS + URBANICITY,data=New_ftrain)
summary(model3)
par(mfrow = c(2,2))
plot(model3)
set.seed(1234)

mbtrain_boxcox <- preProcess(New_ftrain, c("BoxCox"))
mb_bc_transformed <- predict(mbtrain_boxcox, New_ftrain)
model4 <- lm(TARGET_AMT ~ ., mb_bc_transformed)
summary(model4)
par(mfrow = c(2,2))
plot(model4)
broom::glance(model1)
broom::glance(model2)
broom::glance(model3)
broom::glance(model4)
result <- compare_performance(model1, model2, model3,model4)
result
plot(compare_performance(model1, model2, model3,model4, rank = TRUE, verbose = FALSE))
#Select columns used in our 2nd model
evaluation<-dplyr::select(evf,TARGET_FLAG,TARGET_AMT, KIDSDRIV,INCOME,PARENT1,HOME_VAL,YOJ,HOMEKIDS,
    MSTATUS, EDUCATION , JOB ,TRAVTIME ,CAR_USE , BLUEBOOK , AGE,CLM_FREQ,SEX,
    TIF , CAR_TYPE ,OLDCLAIM , REVOKED , MVR_PTS , URBANICITY)
logistic_pred<-predict(GLM2,newdata =evaluation,type='response' )
logistic_pred_eval<-ifelse(logistic_pred>=0.5,1,0)

eval_amt<-ifelse(logistic_pred_eval==1,predict(model2,newdata =evaluation,type='response'),0)

evaluation$TARGET_FLAG<-logistic_pred_eval
evaluation$TARGET_AMT<-eval_amt



prediction<-evaluation%>% arrange(desc(TARGET_AMT))

kable(prediction, format = "html", table.attr = "style='width:20%;'")%>%
  kable_styling("striped", full_width = F)%>%
  kableExtra::scroll_box(width = "100%", height = "400px")