Final Project

Part 0: Background

As a statistical consultant working for a real estate investment firm, your task is to develop a model to predict the selling price of a given home in Ames, Iowa. Your employer hopes to use this information to help assess whether the asking price of a house is higher or lower than the true value of the house. If the home is undervalued, it may be a good investment for the firm.

Section 0.1: Training Data and relevant packages

In order to better assess the quality of the model you will produce, the data have been randomly divided into three separate pieces: a training data set, a testing data set, and a validation data set. For now we will load the training data set, the others will be loaded and used later.

load("ames_train.Rdata")

ames_raw <- ames_train

Use the code block below to load any necessary packages

library(statsr); library(tidyverse)
library(BAS); library(kableExtra)
library(ggridges); library(MASS)

Part 1 - Exploratory Data Analysis (EDA)

When you first get your data, it’s very tempting to immediately begin fitting models and assessing how they perform. However, before you begin modeling, it’s absolutely essential to explore the structure of the data and the relationships between the variables in the data set.

Do a detailed EDA of the ames_train data set, to learn about the structure of the data and the relationships between the variables in the data set (refer to Introduction to Probability and Data, Week 2, for a reminder about EDA if needed). Your EDA should involve creating and reviewing many plots/graphs and considering the patterns and relationships you see.

After you have explored completely, submit the three graphs/plots that you found most informative during your EDA process, and briefly explain what you learned from each (why you found each informative).

---

Section 1.1 Subsetting the Data

The first thing we want to do is subset the full training data to only include homes with normal sales conditions. Those in other categories likely have different predictors, and do not make sense to include in our analysis.

ames_train <- ames_raw %>%
        dplyr::filter(Sale.Condition == "Normal")

ames_train %>%
        kable %>%
        kable_styling(full_width = FALSE, bootstrap_options = "striped") %>%
        scroll_box(width = "100%", height = "200px")

PID	area	price	MS.SubClass	MS.Zoning	Lot.Frontage	Lot.Area	Street	Alley	Lot.Shape	Land.Contour	Utilities	Lot.Config	Land.Slope	Neighborhood	Condition.1	Condition.2	Bldg.Type	House.Style	Overall.Qual	Overall.Cond	Year.Built	Year.Remod.Add	Roof.Style	Roof.Matl	Exterior.1st	Exterior.2nd	Mas.Vnr.Type	Mas.Vnr.Area	Exter.Qual	Exter.Cond	Foundation	Bsmt.Qual	Bsmt.Cond	Bsmt.Exposure	BsmtFin.Type.1	BsmtFin.SF.1	BsmtFin.Type.2	BsmtFin.SF.2	Bsmt.Unf.SF	Total.Bsmt.SF	Heating	Heating.QC	Central.Air	Electrical	X1st.Flr.SF	X2nd.Flr.SF	Low.Qual.Fin.SF	Bsmt.Full.Bath	Bsmt.Half.Bath	Full.Bath	Half.Bath	Bedroom.AbvGr	Kitchen.AbvGr	Kitchen.Qual	TotRms.AbvGrd	Functional	Fireplaces	Fireplace.Qu	Garage.Type	Garage.Yr.Blt	Garage.Finish	Garage.Cars	Garage.Area	Garage.Qual	Garage.Cond	Paved.Drive	Wood.Deck.SF	Open.Porch.SF	Enclosed.Porch	X3Ssn.Porch	Screen.Porch	Pool.Area	Pool.QC	Fence	Misc.Feature	Misc.Val	Mo.Sold	Yr.Sold	Sale.Type	Sale.Condition
909176150	856	126000	30	RL	NA	7890	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	SWISU	Norm	Norm	1Fam	1Story	6	6	1939	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Rec	238	Unf	0	618	856	GasA	TA	Y	SBrkr	856	0	0	1	0	1	0	2	1	TA	4	Typ	1	Gd	Detchd	1939	Unf	2	399	TA	TA	Y	0	0	0	0	166	0	NA	NA	NA	0	3	2010	WD	Normal
905476230	1049	139500	120	RL	42	4235	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	TwnhsE	1Story	5	5	1984	1984	Gable	CompShg	HdBoard	HdBoard	BrkFace	149	Gd	TA	CBlock	Gd	TA	Mn	GLQ	552	ALQ	393	104	1049	GasA	TA	Y	SBrkr	1049	0	0	1	0	2	0	2	1	Gd	5	Typ	0	NA	Attchd	1984	Fin	1	266	TA	TA	Y	0	105	0	0	0	0	NA	NA	NA	0	2	2009	WD	Normal
911128020	1001	124900	30	C (all)	60	6060	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1Story	5	9	1930	2007	Hip	CompShg	MetalSd	MetalSd	None	0	Gd	TA	BrkTil	TA	TA	No	ALQ	737	Unf	0	100	837	GasA	Ex	Y	SBrkr	1001	0	0	0	0	1	0	2	1	Gd	5	Typ	0	NA	Detchd	1930	Unf	1	216	TA	Po	N	154	0	42	86	0	0	NA	NA	NA	0	11	2007	WD	Normal
535377150	1039	114000	70	RL	80	8146	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	2Story	4	8	1900	2003	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	Gd	BrkTil	Fa	TA	No	Unf	0	Unf	0	405	405	GasA	Gd	Y	SBrkr	717	322	0	0	0	1	0	2	1	TA	6	Typ	0	NA	Detchd	1940	Unf	1	281	TA	TA	N	0	0	168	0	111	0	NA	NA	NA	0	5	2009	WD	Normal
534177230	1665	227000	60	RL	70	8400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	2Story	8	6	2001	2001	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	643	Unf	0	167	810	GasA	Ex	Y	SBrkr	810	855	0	1	0	2	1	3	1	Gd	6	Typ	0	NA	Attchd	2001	Fin	2	528	TA	TA	Y	0	45	0	0	0	0	NA	NA	NA	0	11	2009	WD	Normal
908128060	1922	198500	85	RL	64	7301	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Edwards	Norm	Norm	1Fam	SFoyer	7	5	2003	2003	Gable	CompShg	HdBoard	HdBoard	BrkFace	500	Gd	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	Ex	Y	SBrkr	495	1427	0	0	0	3	0	4	1	Gd	7	Typ	1	Ex	BuiltIn	2003	RFn	2	672	TA	TA	Y	0	0	177	0	0	0	NA	NA	NA	0	7	2009	ConLD	Normal
902135020	936	93000	20	RM	60	6000	Pave	Pave	Reg	Bnk	AllPub	Inside	Mod	OldTown	Norm	Norm	2fmCon	1Story	4	4	1953	1953	Gable	CompShg	MetalSd	MetalSd	None	0	Fa	TA	CBlock	Fa	TA	No	Unf	0	Unf	0	936	936	GasA	TA	N	SBrkr	936	0	0	0	0	1	0	2	1	TA	4	Min2	0	NA	Detchd	1974	Unf	2	576	TA	TA	Y	0	32	112	0	0	0	NA	NA	NA	0	2	2009	WD	Normal
923426010	889	137500	20	RL	74	12395	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Mitchel	Norm	Norm	1Fam	1Story	5	6	1984	1984	Gable	CompShg	HdBoard	Plywood	None	0	TA	TA	CBlock	TA	TA	No	ALQ	647	Unf	0	217	864	GasA	TA	Y	SBrkr	889	0	0	0	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1984	Unf	2	484	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2008	WD	Normal
908186050	1072	140000	180	RM	35	3675	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	TwnhsE	SFoyer	6	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	Stone	76	TA	TA	PConc	Gd	TA	Gd	GLQ	467	Unf	0	80	547	GasA	Ex	Y	SBrkr	1072	0	0	1	0	1	0	2	1	Gd	5	Typ	0	NA	Basment	2005	Fin	2	525	TA	TA	Y	0	44	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal
528186170	1342	219500	120	RL	48	6240	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	8	5	2006	2007	Hip	CompShg	MetalSd	MetalSd	BrkFace	196	Gd	TA	PConc	Gd	TA	No	GLQ	24	Unf	0	1318	1342	GasA	Ex	Y	SBrkr	1342	0	0	0	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2007	RFn	2	550	TA	TA	Y	0	35	0	0	0	0	NA	NA	NA	0	2	2008	WD	Normal
923426070	1274	136000	60	RL	63	10475	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	2Story	5	5	1991	1991	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	PConc	Gd	TA	No	Rec	458	Unf	0	166	624	GasA	Gd	Y	SBrkr	624	650	0	0	0	1	1	3	1	TA	6	Typ	0	NA	Detchd	1993	Unf	2	576	TA	TA	Y	22	0	0	0	0	0	NA	GdWo	NA	0	3	2010	WD	Normal
902204080	861	80000	30	RM	62	7404	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	1Story	4	6	1920	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	Fa	TA	No	Unf	0	Unf	0	861	861	GasA	TA	Y	SBrkr	861	0	0	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1920	Unf	2	288	TA	TA	N	0	0	128	0	0	0	NA	NA	NA	0	11	2009	Oth	Normal
535105100	1394	159000	20	RL	NA	9500	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	5	1963	1963	Gable	CompShg	Plywood	Plywood	BrkFace	247	TA	TA	CBlock	Gd	TA	No	BLQ	609	Unf	0	785	1394	GasA	Gd	Y	SBrkr	1394	0	0	1	0	1	1	3	1	TA	6	Typ	2	Gd	Attchd	1963	RFn	2	514	TA	TA	Y	0	76	0	0	185	0	NA	NA	NA	0	7	2009	WD	Normal
907405020	1536	214000	20	RL	70	9135	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2002	2003	Gable	CompShg	VinylSd	VinylSd	BrkFace	113	Gd	TA	PConc	Gd	TA	Av	GLQ	810	Unf	0	726	1536	GasA	Ex	Y	SBrkr	1536	0	0	1	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2002	RFn	2	532	TA	TA	Y	192	74	0	0	0	0	NA	NA	NA	0	12	2008	WD	Normal
531382110	1680	163000	60	RL	50	8480	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	6	5	1993	1994	Gable	CompShg	HdBoard	HdBoard	BrkFace	120	Gd	TA	PConc	Gd	TA	No	GLQ	602	Unf	0	284	886	GasA	Ex	Y	SBrkr	886	794	0	0	1	2	1	3	1	Gd	7	Typ	0	NA	Attchd	1993	RFn	2	474	TA	TA	Y	144	96	0	0	0	0	NA	NA	NA	0	10	2008	WD	Normal
909101060	864	67000	30	RL	45	8248	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	3	3	1914	1950	Gable	CompShg	Stucco	Stucco	None	0	TA	TA	BrkTil	TA	TA	No	BLQ	41	Unf	0	823	864	GasA	TA	N	FuseF	864	0	0	1	0	1	0	2	1	TA	5	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	0	100	0	0	0	NA	NA	NA	0	9	2008	WD	Normal
534152050	1610	205000	20	RL	NA	10603	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	6	7	1977	2001	Gable	CompShg	Plywood	Plywood	BrkFace	28	TA	TA	PConc	TA	TA	Mn	ALQ	1200	Unf	0	410	1610	GasA	Gd	Y	SBrkr	1610	0	0	1	0	2	0	3	1	Gd	6	Typ	2	TA	Attchd	1977	RFn	2	480	TA	TA	Y	168	68	0	0	0	0	NA	NA	NA	0	2	2010	WD	Normal
923252075	1091	131250	80	RL	62	7706	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	SLvl	6	5	1993	1996	Gable	CompShg	HdBoard	HdBoard	None	0	TA	Gd	CBlock	Gd	TA	Av	Rec	114	GLQ	270	0	384	GasA	Ex	Y	SBrkr	1091	0	0	0	1	1	0	2	1	TA	5	Typ	0	NA	Attchd	1993	Fin	1	429	TA	TA	Y	280	0	0	0	0	0	NA	NA	Shed	700	8	2009	WD	Normal
531376060	1486	181000	20	RL	65	7441	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	1Story	7	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	BrkFace	170	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1461	1461	GasA	Ex	Y	SBrkr	1486	0	0	0	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2006	RFn	2	566	TA	TA	Y	0	32	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal
923228080	1092	98000	160	RM	21	1477	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	Twnhs	2Story	6	9	1970	2007	Gable	CompShg	CemntBd	CmentBd	None	0	TA	Gd	CBlock	TA	TA	No	GLQ	358	Unf	0	188	546	GasA	Ex	Y	SBrkr	546	546	0	0	0	2	1	3	1	TA	6	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	187	0	0	0	0	0	NA	NA	NA	0	3	2008	WD	Normal
902326030	2640	265979	70	RM	65	11700	Pave	Pave	IR1	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	2Story	7	7	1880	2003	Mansard	CompShg	Stucco	Stucco	None	0	Gd	TA	Stone	TA	Fa	No	Unf	0	Unf	0	1240	1240	GasW	TA	N	SBrkr	1320	1320	0	0	0	1	1	4	1	Gd	8	Typ	1	Gd	Detchd	1950	Unf	4	864	TA	TA	N	181	0	386	0	0	0	NA	NA	NA	0	5	2009	WD	Normal
527451330	1092	105500	160	RM	21	1680	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	Twnhs	2Story	5	5	1971	1971	Gable	CompShg	HdBoard	HdBoard	BrkFace	492	TA	TA	CBlock	TA	TA	No	Rec	300	Unf	0	225	525	GasA	TA	Y	SBrkr	525	567	0	0	0	1	1	3	1	TA	6	Typ	0	NA	Detchd	1997	Unf	1	320	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	3	2010	WD	Normal
916386140	1466	201000	20	RL	73	8925	Pave	NA	IR1	HLS	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	8	5	2007	2007	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	16	Unf	0	1450	1466	GasA	Ex	Y	SBrkr	1466	0	0	0	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2007	Fin	3	610	TA	TA	Y	100	18	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal
533221090	1573	177500	160	FV	NA	2117	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	Twnhs	2Story	6	5	2000	2000	Gable	CompShg	MetalSd	MetalSd	BrkFace	216	Gd	TA	PConc	Gd	TA	No	GLQ	378	Unf	0	378	756	GasA	Ex	Y	SBrkr	769	804	0	0	0	2	1	3	1	Gd	5	Typ	0	NA	Detchd	2000	Unf	2	440	TA	TA	Y	0	32	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal
534128010	2090	200000	60	RL	NA	10382	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NWAmes	PosN	Norm	1Fam	2Story	7	6	1973	1973	Gable	CompShg	HdBoard	HdBoard	Stone	240	TA	TA	CBlock	Gd	TA	Mn	ALQ	859	BLQ	32	216	1107	GasA	Ex	Y	SBrkr	1107	983	0	1	0	2	1	3	1	TA	7	Typ	2	TA	Attchd	1973	RFn	2	484	TA	TA	Y	235	204	228	0	0	0	NA	NA	Shed	350	11	2009	WD	Normal
528106110	2046	450000	20	RL	105	15431	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	10	5	2005	2006	Hip	CompShg	VinylSd	VinylSd	BrkFace	400	Ex	TA	PConc	Ex	TA	Gd	GLQ	1430	Unf	0	564	1994	GasA	Ex	Y	SBrkr	2046	0	0	1	0	2	1	2	1	Ex	7	Typ	2	Gd	Attchd	2005	Fin	3	878	TA	TA	Y	188	65	0	0	175	0	NA	NA	NA	0	8	2007	WD	Normal
902206260	886	91300	30	RM	50	5784	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Artery	Norm	1Fam	1Story	5	8	1938	1996	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	Fa	TA	No	Unf	0	Unf	0	190	190	GasA	Gd	Y	FuseA	886	0	0	0	0	1	0	2	1	TA	4	Typ	0	NA	Attchd	1938	Unf	1	273	TA	TA	Y	144	20	80	0	0	0	NA	NA	NA	0	12	2009	WD	Normal
528218150	1324	199500	20	RL	100	18494	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	1Story	6	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1324	1324	GasA	Ex	Y	SBrkr	1324	0	0	0	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2005	Fin	2	430	TA	TA	Y	36	23	0	0	0	0	NA	NA	NA	0	1	2010	WD	Normal
903400180	1848	207000	50	RL	64	13053	Pave	Pave	Reg	Bnk	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	6	7	1923	2000	Gambrel	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	833	833	GasA	Gd	Y	SBrkr	1053	795	0	0	0	1	1	4	1	Gd	8	Typ	1	Gd	Detchd	1922	Unf	2	370	TA	TA	N	0	0	0	0	220	0	NA	NA	NA	0	6	2008	WD	Normal
535453210	1269	155000	20	RL	70	7931	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1960	1960	Gable	CompShg	BrkFace	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	BLQ	374	LwQ	532	363	1269	GasA	TA	Y	FuseA	1269	0	0	0	0	1	1	3	1	TA	6	Typ	1	Fa	Detchd	1964	Unf	1	308	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal
916386010	1346	220000	20	RL	88	11896	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Timber	Norm	Norm	1Fam	1Story	7	5	2008	2008	Gable	CompShg	VinylSd	VinylSd	Stone	60	Gd	TA	PConc	Gd	TA	No	GLQ	78	Unf	0	1258	1336	GasA	Ex	Y	SBrkr	1346	0	0	1	0	2	0	3	1	Gd	6	Typ	1	TA	Attchd	2008	Fin	3	660	TA	TA	Y	100	48	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal
907181090	1749	196000	60	RL	68	9272	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	1999	1999	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	500	Unf	0	342	842	GasA	Ex	Y	SBrkr	856	893	0	0	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	1999	RFn	2	515	TA	TA	Y	140	85	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal
902206020	492	61500	30	RM	52	7830	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	3	5	1921	1950	Gable	CompShg	AsbShng	AsbShng	None	0	TA	TA	BrkTil	Fa	TA	No	LwQ	416	Unf	0	76	492	GasA	TA	Y	SBrkr	492	0	0	1	0	1	0	1	1	TA	3	Typ	0	NA	Detchd	1921	Unf	1	200	Fa	TA	N	0	0	78	0	0	0	NA	NA	NA	0	6	2006	WD	Normal
527327050	2030	195000	60	RL	NA	12046	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	2Story	6	6	1976	1976	Gable	CompShg	Plywood	Plywood	BrkFace	298	TA	TA	CBlock	TA	TA	No	LwQ	156	Unf	0	692	848	GasA	TA	Y	SBrkr	1118	912	0	0	0	2	1	4	1	Gd	8	Typ	1	TA	Attchd	1976	Fin	2	551	TA	TA	Y	0	224	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal
527455250	988	129250	20	RL	65	7150	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1966	1966	Hip	CompShg	HdBoard	HdBoard	BrkFace	52	TA	TA	CBlock	TA	TA	No	BLQ	725	Unf	0	263	988	GasA	TA	Y	SBrkr	988	0	0	1	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1974	Unf	1	360	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	11	2007	WD	Normal
528326110	2172	291000	60	RL	NA	11000	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	NoRidge	Norm	Norm	1Fam	2Story	9	5	2000	2000	Hip	CompShg	VinylSd	VinylSd	BrkFace	295	Gd	TA	PConc	Ex	TA	Mn	Unf	0	Unf	0	1519	1519	GasA	Ex	Y	SBrkr	1533	639	0	0	0	2	1	4	1	Ex	8	Typ	1	TA	BuiltIn	2000	RFn	3	687	TA	TA	Y	162	153	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal
914452190	1080	134000	20	RL	71	9187	Pave	NA	Reg	Bnk	AllPub	Corner	Gtl	Mitchel	Norm	Norm	1Fam	1Story	6	5	1983	1983	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	PConc	TA	TA	No	ALQ	336	Unf	0	748	1084	GasA	TA	Y	SBrkr	1080	0	0	0	0	1	1	3	1	TA	5	Typ	0	NA	Attchd	1983	Unf	2	484	TA	TA	Y	120	0	158	0	0	0	NA	NA	NA	0	6	2007	WD	Normal
535425060	1312	186000	20	RL	76	11355	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	7	7	1958	2001	Gable	Tar&Grv	HdBoard	HdBoard	BrkFace	125	TA	TA	CBlock	TA	TA	No	BLQ	637	Unf	0	675	1312	GasA	Ex	Y	SBrkr	1312	0	0	0	0	1	1	3	1	TA	6	Typ	1	Gd	Attchd	1958	RFn	2	495	TA	TA	Y	0	304	144	0	0	0	NA	MnPrv	Othr	6500	4	2008	WD	Normal
532376250	925	133500	20	RL	NA	8638	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	RRAe	Norm	1Fam	1Story	5	6	1963	1963	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	PConc	TA	TA	No	ALQ	181	Unf	0	744	925	GasA	Gd	Y	SBrkr	925	0	0	1	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1990	Unf	2	484	TA	TA	Y	203	74	0	0	0	0	NA	NA	NA	0	10	2006	WD	Normal
535379110	1534	148000	70	RL	60	10800	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2Story	5	9	1895	1999	Gable	CompShg	Wd Sdng	HdBoard	None	0	TA	Gd	CBlock	Gd	TA	Av	Unf	0	Unf	0	736	736	GasA	Ex	Y	SBrkr	751	783	0	0	0	1	1	3	1	Gd	6	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	112	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal
528235160	1959	215000	60	RL	59	11796	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	2004	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	847	847	GasA	Ex	Y	SBrkr	847	1112	0	0	0	2	1	4	1	Gd	8	Typ	1	Gd	BuiltIn	2004	Fin	2	434	TA	TA	Y	100	48	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal
905478030	1716	131000	50	RL	60	11409	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1.5Fin	5	4	1949	2008	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	LwQ	292	Unf	0	476	768	GasA	Gd	Y	SBrkr	1148	568	0	0	0	1	1	3	1	TA	8	Min2	1	Gd	Attchd	1949	Unf	1	281	TA	TA	Y	0	0	0	0	160	0	NA	NA	NA	0	1	2009	WD	Normal
902106130	936	109500	30	RM	56	4485	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Artery	Norm	1Fam	1Story	5	7	1920	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	TA	TA	No	BLQ	579	Unf	0	357	936	GasA	TA	Y	SBrkr	936	0	0	1	0	1	0	2	1	TA	5	Typ	1	Gd	NA	NA	NA	0	0	NA	NA	P	51	0	135	0	0	0	NA	MnPrv	NA	0	5	2010	WD	Normal
902102080	1230	110000	50	RM	60	10440	Pave	Grvl	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	2Story	5	6	1910	1981	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	440	440	GasA	Gd	Y	SBrkr	682	548	0	0	0	1	1	2	1	TA	5	Typ	0	NA	Detchd	1966	Unf	2	440	TA	TA	Y	74	0	128	0	0	0	NA	MnPrv	NA	0	5	2009	WD	Normal
907414060	1422	179600	20	RL	63	8500	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	BrkFace	106	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	1422	1422	GasA	Ex	Y	SBrkr	1422	0	0	0	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2004	RFn	2	626	TA	TA	Y	192	60	0	0	0	0	NA	NA	NA	0	11	2007	WD	Normal
532479020	1641	140000	50	RL	70	10759	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Sawyer	Feedr	Norm	1Fam	1.5Fin	5	4	1972	1972	Gable	CompShg	HdBoard	HdBoard	None	0	TA	Gd	CBlock	Gd	TA	No	LwQ	190	ALQ	811	0	1001	GasA	TA	Y	SBrkr	1001	640	0	0	0	2	0	4	1	TA	5	Typ	1	Gd	Detchd	1972	Unf	2	490	TA	TA	Y	0	0	92	0	0	0	NA	GdPrv	NA	0	7	2008	WD	Normal
534429130	1248	151500	20	RL	80	10800	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1960	1960	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	88	TA	TA	CBlock	TA	TA	No	ALQ	632	Unf	0	616	1248	GasA	Ex	Y	SBrkr	1248	0	0	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1960	Unf	1	286	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	5	2006	WD	Normal
528365060	2418	341000	60	RL	96	10542	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	7	5	1993	1994	Hip	CompShg	Wd Sdng	ImStucc	BrkFace	651	Gd	TA	PConc	Gd	TA	Gd	GLQ	1173	Unf	0	138	1311	GasA	Ex	Y	SBrkr	1325	1093	0	1	0	2	1	3	1	Gd	9	Typ	1	TA	Attchd	1993	RFn	3	983	TA	TA	Y	250	154	216	0	0	0	NA	NA	NA	0	8	2008	WD	Normal
533135020	1755	235000	60	RL	NA	11949	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	7	8	1991	2008	Gable	CompShg	VinylSd	VinylSd	BrkFace	196	Gd	Gd	PConc	Gd	TA	No	GLQ	601	ALQ	216	158	975	GasA	Ex	Y	SBrkr	975	780	0	0	1	2	1	3	1	Gd	7	Typ	1	TA	Attchd	1991	Unf	2	524	TA	TA	Y	502	60	0	0	0	0	NA	GdPrv	NA	0	7	2009	WD	Normal
910203100	672	72000	30	RM	61	8534	Pave	NA	Reg	Low	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1Story	4	4	1925	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	Fa	TA	No	Unf	0	Unf	0	432	432	GasA	TA	N	FuseA	672	0	0	0	0	1	0	2	1	TA	4	Min1	0	NA	NA	NA	NA	0	0	NA	NA	N	0	0	112	0	0	0	NA	GdWo	NA	0	6	2006	WD	Normal
905451390	1626	154000	50	RL	70	10512	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1.5Fin	6	6	1954	1954	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	BLQ	491	Unf	0	497	988	GasA	Ex	Y	SBrkr	988	638	0	0	0	1	1	3	1	Gd	6	Typ	0	NA	Attchd	1954	Unf	1	332	TA	TA	Y	366	0	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal
907200340	894	128200	20	RL	75	10650	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	6	1976	1976	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	Gd	Av	LwQ	182	ALQ	712	0	894	GasA	TA	Y	SBrkr	894	0	0	1	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1976	Unf	1	308	TA	TA	Y	365	0	0	0	0	0	NA	MnPrv	NA	0	2	2010	WD	Normal
528164060	2470	615000	20	RL	106	12720	Pave	NA	Reg	HLS	AllPub	Inside	Mod	NridgHt	Norm	Norm	1Fam	1Story	10	5	2003	2003	Hip	CompShg	MetalSd	MetalSd	Stone	680	Ex	TA	PConc	Ex	TA	Gd	GLQ	2257	Unf	0	278	2535	GasA	Ex	Y	SBrkr	2470	0	0	2	0	1	1	1	1	Ex	7	Typ	2	Gd	Attchd	2003	Fin	3	789	TA	TA	Y	154	65	0	0	216	144	Ex	NA	NA	0	2	2008	WD	Normal
907202010	1174	158000	20	RL	NA	12250	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	6	1978	1978	Gable	CompShg	HdBoard	HdBoard	BrkFace	180	TA	TA	CBlock	Gd	TA	Mn	ALQ	781	Unf	0	83	864	GasA	Ex	Y	SBrkr	1174	0	0	1	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1978	Unf	2	528	TA	TA	Y	211	0	280	0	0	0	NA	NA	NA	0	5	2008	WD	Normal
528186180	1324	254000	120	RL	48	6240	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	8	5	2006	2006	Hip	CompShg	MetalSd	MetalSd	BrkFace	176	Gd	TA	PConc	Gd	TA	No	GLQ	863	Unf	0	461	1324	GasA	Ex	Y	SBrkr	1324	0	0	1	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2006	Fin	2	550	TA	TA	Y	192	38	0	0	0	0	NA	NA	NA	0	12	2009	WD	Normal
909250060	2447	169000	50	RL	50	9638	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SWISU	Feedr	Norm	1Fam	1.5Fin	6	7	1919	1990	Gable	CompShg	Wd Sdng	Wd Shng	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	804	804	GasA	Ex	Y	SBrkr	1699	748	0	0	0	2	0	4	1	Gd	10	Min2	1	Gd	Detchd	1969	Unf	1	336	TA	TA	Y	272	0	42	0	116	0	NA	NA	NA	0	3	2010	WD	Normal
528315060	2199	284500	75	RL	84	9660	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2.5Unf	8	5	1997	1997	Hip	CompShg	HdBoard	HdBoard	BrkFace	1290	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1173	1173	GasA	Ex	Y	SBrkr	1182	1017	0	0	0	2	1	3	1	Gd	9	Typ	1	TA	Attchd	1997	Fin	2	516	TA	TA	Y	0	131	0	0	0	0	NA	NA	NA	0	9	2008	WD	Normal
528231020	1374	184500	80	RL	67	13300	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	SLvl	7	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	326	Unf	0	58	384	GasA	Ex	Y	SBrkr	744	630	0	1	0	2	1	3	1	Gd	7	Typ	1	Gd	BuiltIn	2004	Fin	2	400	TA	TA	Y	100	0	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal
907180120	1588	214000	20	RL	78	10264	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	1999	1999	Gable	CompShg	VinylSd	VinylSd	BrkFace	183	Gd	TA	PConc	Gd	TA	Av	ALQ	1162	Unf	0	426	1588	GasA	Ex	Y	SBrkr	1588	0	0	0	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	1999	RFn	2	472	TA	TA	Y	158	29	0	0	0	0	NA	NA	NA	0	8	2006	WD	Normal
528429110	1464	282922	20	RL	49	15256	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Somerst	RRAn	Norm	1Fam	1Story	8	5	2007	2007	Gable	CompShg	VinylSd	VinylSd	Stone	84	Gd	TA	PConc	Gd	TA	Gd	GLQ	929	Unf	0	556	1485	GasA	Ex	Y	SBrkr	1464	0	0	1	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2007	Unf	3	754	TA	TA	Y	168	160	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal
902328100	1690	144000	75	RM	65	8850	Pave	NA	IR1	Bnk	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	2.5Unf	7	6	1916	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	815	815	GasA	Ex	Y	SBrkr	815	875	0	0	0	1	0	3	1	TA	7	Typ	1	Gd	Detchd	1916	Unf	1	225	TA	TA	Y	0	0	330	0	0	0	NA	NA	NA	0	7	2006	ConLw	Normal
531477050	1012	67500	30	RH	70	9800	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	SawyerW	Feedr	Norm	1Fam	1Story	5	5	1920	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Fa	BrkTil	TA	TA	No	Unf	0	Unf	0	816	816	GasA	TA	N	FuseA	1012	0	0	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1920	Unf	1	429	TA	TA	Y	121	0	80	0	0	0	NA	NA	NA	0	4	2010	WD	Normal
914476130	1210	148000	80	RL	140	11080	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Mitchel	Norm	Norm	1Fam	SLvl	6	6	1975	1975	Gable	CompShg	Plywood	Plywood	BrkFace	257	TA	TA	CBlock	TA	TA	Av	GLQ	576	Unf	0	552	1128	GasA	TA	Y	SBrkr	1210	0	0	1	0	2	0	3	1	TA	6	Typ	0	NA	Attchd	1975	Unf	2	528	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal
535453020	1256	159000	20	RL	80	8000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1959	1959	Gable	CompShg	BrkFace	Wd Sdng	None	0	TA	TA	PConc	TA	TA	No	BLQ	476	Rec	488	292	1256	GasA	Gd	Y	FuseA	1256	0	0	1	0	1	1	3	1	Gd	6	Typ	0	NA	Attchd	1959	RFn	1	311	TA	TA	Y	0	240	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal
535379100	1130	120000	30	RL	60	10800	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	5	6	1920	1950	Hip	CompShg	Stucco	Stucco	None	0	TA	TA	BrkTil	TA	TA	No	Rec	821	Unf	0	299	1120	GasA	Ex	Y	SBrkr	1130	0	0	1	0	1	0	2	1	TA	5	Typ	1	Gd	Detchd	1970	Unf	2	720	TA	TA	Y	229	0	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal
905108190	858	134900	85	RL	NA	7252	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Sawyer	Norm	Norm	1Fam	SFoyer	5	5	1982	1982	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	Gd	TA	Av	GLQ	685	Unf	0	173	858	GasA	TA	Y	SBrkr	858	0	0	1	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1983	Unf	2	576	TA	TA	Y	120	0	0	0	0	0	NA	NA	NA	0	4	2009	WD	Normal
905201110	1188	185000	20	RL	88	14175	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	PosA	Norm	1Fam	1Story	6	8	1956	1956	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	Gd	Gd	GLQ	776	Unf	0	212	988	GasA	TA	Y	FuseA	1188	0	0	1	0	1	0	1	1	TA	4	Typ	1	TA	Attchd	1956	Unf	2	621	TA	TA	Y	102	89	231	0	0	0	NA	NA	NA	0	6	2008	WD	Normal
903227090	1412	132500	50	RM	50	6000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	6	6	1939	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Fa	CBlock	TA	TA	No	Unf	0	Unf	0	780	780	GasA	Ex	Y	FuseF	825	587	0	0	0	1	0	4	1	TA	6	Typ	1	Gd	Detchd	1939	Unf	1	280	TA	TA	Y	45	0	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal
905107300	1040	160500	80	RL	NA	7176	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Sawyer	Norm	Norm	1Fam	SLvl	6	6	1978	1978	Gable	CompShg	HdBoard	HdBoard	BrkFace	200	TA	TA	CBlock	TA	Gd	Gd	GLQ	794	Unf	0	166	960	GasA	Fa	Y	SBrkr	1040	0	0	1	0	1	0	3	1	TA	6	Typ	1	Fa	Detchd	1979	Unf	2	616	TA	TA	Y	131	0	0	0	180	0	NA	GdPrv	NA	0	7	2006	WD	Normal
903401070	1376	165000	50	RL	60	8850	Pave	Pave	Reg	Bnk	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	6	7	1920	1950	Gable	CompShg	Wd Sdng	Wd Shng	None	0	TA	Gd	PConc	TA	TA	No	Unf	0	Unf	0	768	768	GasA	Ex	Y	SBrkr	752	624	0	0	0	1	0	3	1	Gd	7	Typ	0	NA	Detchd	1977	Unf	2	576	TA	TA	P	0	54	144	0	0	0	NA	NA	NA	0	2	2007	WD	Normal
903230100	1301	100000	30	RM	60	6911	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	BrkSide	Feedr	Norm	1Fam	1Story	5	5	1924	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	TA	TA	Mn	LwQ	405	Unf	0	740	1145	GasA	TA	Y	SBrkr	1301	0	0	0	0	1	0	2	1	Fa	5	Min1	0	NA	Detchd	1965	Unf	2	440	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	10	2009	WD	Normal
527105010	1629	189900	60	RL	74	13830	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	5	5	1997	1998	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	GLQ	791	Unf	0	137	928	GasA	Gd	Y	SBrkr	928	701	0	0	0	2	1	3	1	TA	6	Typ	1	TA	Attchd	1997	Fin	2	482	TA	TA	Y	212	34	0	0	0	0	NA	MnPrv	NA	0	3	2010	WD	Normal
527402130	936	111900	20	RL	68	10295	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	6	1969	1969	Gable	CompShg	HdBoard	HdBoard	BrkFace	72	TA	TA	CBlock	Gd	TA	Mn	Rec	252	Unf	0	684	936	GasA	TA	Y	SBrkr	936	0	0	0	0	1	0	2	1	TA	4	Typ	0	NA	Attchd	1969	Unf	1	288	TA	TA	Y	16	0	0	0	0	0	NA	NA	NA	0	9	2008	COD	Normal
909251080	1316	145000	70	RL	66	8969	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	2Story	6	6	1926	1950	Gambrel	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	BLQ	379	Unf	0	265	644	GasA	Ex	Y	SBrkr	672	644	0	1	0	1	0	2	1	TA	6	Typ	1	Gd	Detchd	2001	Unf	1	369	TA	TA	P	0	0	0	0	192	0	NA	MnPrv	NA	0	7	2008	WD	Normal
908201120	1440	118000	90	RL	92	12108	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	Duplex	1Story	4	4	1955	1955	Gable	CompShg	VinylSd	VinylSd	BrkFace	270	TA	TA	CBlock	TA	TA	No	ALQ	133	Unf	0	1307	1440	GasA	TA	N	FuseF	1440	0	0	0	0	2	0	4	2	Fa	8	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	NA	NA	0	9	2008	WD	Normal
533221080	1524	166000	160	FV	NA	2998	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	TwnhsE	2Story	6	5	2000	2000	Gable	CompShg	MetalSd	MetalSd	BrkFace	513	Gd	TA	PConc	Gd	TA	No	GLQ	353	Unf	0	403	756	GasA	Ex	Y	SBrkr	768	756	0	0	0	2	1	2	1	Gd	4	Typ	0	NA	Detchd	2000	Unf	2	440	TA	TA	Y	0	32	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal
535178100	1370	148000	80	RL	125	10000	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	SLvl	5	6	1956	1956	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	272	TA	TA	CBlock	TA	TA	Av	BLQ	678	Rec	281	99	1058	GasA	Ex	Y	SBrkr	1370	0	0	1	0	1	0	3	1	TA	6	Typ	1	TA	Basment	1956	RFn	1	300	TA	TA	Y	191	0	0	0	120	0	NA	MnPrv	NA	0	2	2006	WD	Normal
535457050	925	99000	20	RL	70	7000	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Feedr	Norm	1Fam	1Story	5	6	1961	1961	Gable	CompShg	BrkFace	Wd Sdng	None	0	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	Gd	Y	SBrkr	925	0	0	0	0	1	0	3	1	TA	7	Typ	0	NA	Attchd	1961	Fin	1	300	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal
923226270	630	86000	180	RM	21	1526	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	Twnhs	SFoyer	4	8	1970	2002	Gable	CompShg	CemntBd	CmentBd	None	0	TA	Gd	CBlock	Gd	TA	Av	GLQ	515	Unf	0	115	630	GasA	TA	Y	SBrkr	630	0	0	1	0	1	0	1	1	Gd	3	Typ	0	NA	Attchd	1970	Unf	1	286	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal
535105090	1431	165000	80	RL	101	9150	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	SLvl	6	5	1962	1962	Gable	Tar&Grv	Plywood	Plywood	BrkFace	305	TA	TA	CBlock	Gd	TA	Gd	GLQ	371	Unf	0	728	1099	GasA	Gd	Y	SBrkr	1431	0	0	0	1	1	0	3	1	TA	6	Typ	1	Gd	Basment	1962	RFn	1	296	TA	TA	Y	64	110	0	0	0	0	NA	NA	NA	0	12	2008	WD	Normal
533253070	1226	211500	120	RL	61	3782	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Greens	Norm	Norm	TwnhsE	1Story	8	5	1981	1981	Gable	CompShg	Wd Sdng	Plywood	None	0	Gd	TA	CBlock	Gd	TA	Gd	GLQ	960	Unf	0	266	1226	GasA	TA	Y	SBrkr	1226	0	0	1	0	1	0	1	1	Gd	4	Typ	2	TA	Attchd	1981	Fin	2	484	TA	TA	Y	133	78	0	0	0	0	NA	NA	NA	0	9	2009	WD	Normal
907280170	1417	210000	20	RL	70	8750	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	1997	1998	Gable	CompShg	VinylSd	VinylSd	BrkFace	209	Gd	TA	PConc	Gd	TA	Av	GLQ	1111	Unf	0	306	1417	GasA	Ex	Y	SBrkr	1417	0	0	1	0	2	0	3	1	Gd	7	Typ	1	TA	Attchd	1997	Unf	2	511	TA	TA	Y	60	0	0	0	117	0	NA	NA	NA	0	8	2009	WD	Normal
914476450	1689	228500	20	RL	74	9990	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	1Story	4	5	1991	1991	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	PConc	Gd	TA	No	ALQ	1383	Unf	0	297	1680	GasA	Gd	Y	SBrkr	1689	0	0	1	0	2	0	3	1	TA	6	Typ	1	TA	Attchd	1991	Unf	2	432	TA	TA	Y	428	120	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal
535327200	928	132000	20	RL	70	13300	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1956	2000	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	Gd	TA	No	Rec	377	Unf	0	551	928	GasA	TA	Y	SBrkr	928	0	0	0	0	1	0	2	1	TA	4	Typ	0	NA	Attchd	1956	Unf	1	252	TA	TA	Y	261	0	156	0	0	0	NA	NA	NA	0	6	2007	WD	Normal
528441090	2490	468000	20	RL	85	11128	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Somerst	PosN	PosN	1Fam	1Story	9	5	2005	2006	Hip	CompShg	VinylSd	VinylSd	Stone	198	Ex	TA	PConc	Ex	TA	Gd	GLQ	2158	Unf	0	300	2458	GasA	Ex	Y	SBrkr	2490	0	0	1	0	2	0	2	1	Ex	9	Typ	2	Gd	Attchd	2005	Fin	3	795	TA	TA	Y	70	226	0	0	0	0	NA	GdPrv	NA	0	10	2009	WD	Normal
906426195	1953	240000	60	RL	NA	53107	Pave	NA	IR2	Low	AllPub	Corner	Mod	ClearCr	Feedr	Norm	1Fam	2Story	6	5	1992	1992	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	985	Unf	0	595	1580	GasA	Ex	Y	SBrkr	1079	874	0	1	0	2	1	3	1	Gd	9	Typ	2	Fa	Attchd	1992	Fin	2	501	TA	TA	Y	216	231	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal
534275170	958	151500	20	RL	NA	12772	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	8	1960	1998	Hip	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	Mn	BLQ	498	Unf	0	460	958	GasA	TA	Y	SBrkr	958	0	0	0	0	1	0	2	1	TA	5	Typ	0	NA	Attchd	1960	RFn	1	301	TA	TA	Y	0	0	0	0	0	0	NA	NA	Gar2	15500	4	2007	WD	Normal
923226180	630	73000	180	RM	21	1470	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	Twnhs	SFoyer	4	6	1970	1970	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	CBlock	Gd	TA	Av	GLQ	522	Unf	0	108	630	GasA	TA	Y	SBrkr	630	0	0	1	0	1	0	1	1	TA	3	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2006	WD	Normal
923226320	630	75500	180	RM	21	1491	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	TwnhsE	SFoyer	4	6	1972	1972	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	CBlock	Gd	TA	Av	LwQ	150	GLQ	480	0	630	GasA	Ex	Y	SBrkr	630	0	0	1	0	1	0	1	1	TA	3	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	96	24	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal
916253320	1502	330000	120	RM	NA	9763	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	GrnHill	Norm	Norm	TwnhsE	1Story	7	5	1998	1998	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	239	Gd	TA	PConc	Gd	TA	No	GLQ	1102	ALQ	72	328	1502	GasA	Ex	Y	SBrkr	1502	0	0	1	0	1	1	1	1	Gd	5	Typ	1	TA	Attchd	1998	Fin	1	286	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	9	2007	WD	Normal
904300150	1224	107500	50	RL	72	10632	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	ClearCr	Norm	Norm	1Fam	1.5Fin	5	3	1917	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	Gd	Fa	No	Unf	0	Unf	0	689	689	GasA	Gd	N	SBrkr	725	499	0	0	0	1	1	3	1	Po	6	Mod	0	NA	Detchd	1917	Unf	1	180	Fa	Fa	N	0	0	248	0	0	0	NA	NA	NA	0	1	2010	COD	Normal
527354160	2044	185000	60	RL	80	10400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	2Story	7	6	1980	1988	Gable	CompShg	HdBoard	HdBoard	BrkFace	280	TA	TA	CBlock	Gd	TA	Mn	Unf	0	Unf	0	738	738	GasA	TA	Y	SBrkr	1277	767	0	0	0	2	1	3	1	TA	7	Min1	1	TA	Attchd	1980	Unf	2	489	TA	TA	Y	28	73	0	0	0	0	NA	NA	NA	0	3	2008	WD	Normal
534129230	1790	165150	60	RL	80	10400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	2Story	6	5	1972	1972	Gable	CompShg	VinylSd	VinylSd	None	288	TA	TA	CBlock	TA	TA	No	Rec	247	Unf	0	485	732	GasA	Gd	Y	SBrkr	1012	778	0	1	0	1	2	4	1	TA	8	Min2	1	TA	Attchd	1972	RFn	2	484	TA	TA	Y	148	0	0	0	147	0	NA	NA	NA	0	11	2006	WD	Normal
535325350	1056	125000	20	RL	80	13600	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1955	1955	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	Rec	144	BLQ	912	0	1056	GasA	Gd	Y	SBrkr	1056	0	0	1	0	1	1	3	1	TA	6	Typ	0	NA	Attchd	1955	Fin	1	300	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	Shed	650	11	2006	WD	Normal
902408080	2554	159500	70	RM	60	10800	Pave	Grvl	Reg	Bnk	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2Story	7	8	1890	1998	Gable	CompShg	Wd Sdng	VinylSd	None	0	TA	Gd	BrkTil	TA	TA	No	Unf	0	Unf	0	718	718	GasA	Ex	Y	SBrkr	1576	978	0	0	0	1	1	3	1	TA	8	Typ	0	NA	Detchd	1996	Unf	2	704	TA	TA	P	0	48	143	0	0	0	NA	NA	NA	0	7	2007	WD	Normal
916455050	1312	180500	20	RL	NA	6718	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	8	5	2001	2001	Gable	CompShg	VinylSd	VinylSd	BrkFace	86	Gd	TA	PConc	Ex	TA	Mn	GLQ	250	Unf	0	1017	1267	GasA	Ex	Y	SBrkr	1312	0	0	0	0	2	0	2	1	Gd	5	Typ	0	NA	Attchd	2001	Unf	2	471	TA	TA	Y	256	28	0	0	0	0	NA	NA	NA	0	1	2007	WD	Normal
909276200	1308	160000	50	RL	130	9600	Pave	NA	IR1	HLS	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	1.5Fin	5	7	1940	1950	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	Gd	BrkTil	TA	Fa	No	Rec	428	Unf	0	300	728	GasA	Ex	Y	SBrkr	976	332	0	1	0	1	1	2	1	TA	7	Min2	2	TA	Detchd	1940	Unf	1	256	TA	TA	Y	0	70	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
534277060	907	109008	20	RL	77	8593	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	6	1957	1957	Hip	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	288	Unf	0	619	907	GasA	Ex	Y	SBrkr	907	0	0	0	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1964	Unf	1	352	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal
905107280	1034	153000	85	RL	NA	7703	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Sawyer	Norm	Norm	1Fam	SFoyer	6	8	1978	1978	Gable	CompShg	HdBoard	HdBoard	BrkCmn	40	TA	TA	CBlock	Gd	TA	Gd	ALQ	450	Unf	0	0	450	GasA	Ex	Y	SBrkr	1034	0	0	0	1	1	0	3	1	TA	6	Typ	1	Po	Basment	1978	Fin	2	504	TA	TA	Y	311	0	0	0	0	0	NA	GdWo	NA	0	5	2008	WD	Normal
923204050	1040	132250	20	RL	94	25286	Pave	NA	Reg	HLS	AllPub	Inside	Mod	Mitchel	Norm	Norm	1Fam	1Story	4	5	1963	1963	Gable	CompShg	HdBoard	Plywood	None	0	TA	TA	PConc	TA	TA	Gd	ALQ	633	Unf	0	431	1064	GasA	Gd	Y	SBrkr	1040	0	0	1	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1963	Unf	2	648	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	1	2007	WD	Normal
531376050	1585	184900	60	RL	74	7632	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	7	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	BrkFace	96	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	784	784	GasA	Ex	Y	SBrkr	831	754	0	0	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	2005	RFn	2	449	TA	TA	Y	100	77	0	0	0	0	NA	NA	NA	0	3	2006	WD	Normal
903454010	1355	127000	70	RM	60	6882	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	2Story	6	7	1914	2006	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	684	684	GasA	TA	Y	SBrkr	773	582	0	0	0	1	1	3	1	Gd	7	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	136	0	115	0	0	0	NA	NA	NA	0	3	2007	WD	Normal
535301060	1154	142000	20	RL	60	11556	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	9	1953	2006	Gable	CompShg	VinylSd	MetalSd	None	0	TA	Ex	CBlock	TA	TA	No	BLQ	408	Unf	0	456	864	GasA	Gd	Y	SBrkr	1154	0	0	0	0	1	1	3	1	Ex	6	Typ	0	NA	Detchd	1962	Unf	1	336	TA	TA	Y	63	0	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal
534453080	808	112000	20	RL	50	5175	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	RRAn	Feedr	1Fam	1Story	5	8	1958	2000	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	BLQ	150	ALQ	404	254	808	GasA	Ex	Y	SBrkr	808	0	0	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1963	Unf	1	308	TA	TA	N	143	0	0	0	0	0	NA	NA	NA	0	7	2007	COD	Normal
911102180	1049	80900	50	C (all)	52	5150	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	IDOTRR	Feedr	Norm	1Fam	1.5Fin	4	7	1910	2000	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	PConc	Po	TA	No	Unf	0	Unf	0	356	356	GasA	TA	N	FuseA	671	378	0	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1910	Unf	1	195	Po	Fa	N	0	0	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal
535403210	1105	135000	20	RL	90	10454	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	6	1957	1957	Hip	CompShg	Plywood	Plywood	Stone	143	TA	TA	CBlock	TA	TA	No	Rec	546	Unf	0	559	1105	GasA	Gd	Y	FuseA	1105	0	0	0	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1957	Unf	1	308	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2009	WD	Normal
531382120	1679	193500	20	RL	65	8125	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	1Story	6	5	1994	1998	Gable	CompShg	HdBoard	HdBoard	BrkFace	258	TA	TA	PConc	Gd	TA	No	GLQ	1138	Unf	0	270	1408	GasA	Ex	Y	SBrkr	1679	0	0	1	0	2	0	3	1	Gd	7	Typ	1	Fa	Attchd	1994	RFn	2	575	TA	TA	Y	224	42	0	0	0	0	NA	NA	NA	0	10	2008	WD	Normal
916455120	1440	232500	20	RL	82	11202	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	8	5	2003	2003	Hip	CompShg	VinylSd	VinylSd	BrkFace	206	Gd	TA	PConc	Ex	TA	Av	GLQ	1029	Unf	0	403	1432	GasA	Ex	Y	SBrkr	1440	0	0	1	0	2	0	3	1	Gd	7	Typ	1	TA	Attchd	2003	Fin	2	467	TA	TA	Y	185	95	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal
905475510	1298	114000	20	RL	NA	11200	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Edwards	Norm	Norm	1Fam	1Story	5	3	1964	1964	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Fa	CBlock	TA	TA	Mn	Unf	0	Unf	0	1250	1250	GasA	Ex	Y	SBrkr	1298	0	0	0	0	2	0	3	1	TA	5	Typ	0	NA	Detchd	1964	Unf	2	504	TA	Fa	N	0	144	0	0	0	0	NA	NA	NA	0	6	2010	COD	Normal
916326090	2279	257000	20	RL	149	19958	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	6	8	1958	1995	Hip	CompShg	HdBoard	HdBoard	BrkFace	1224	TA	Gd	CBlock	TA	TA	No	Unf	0	Unf	0	585	585	GasA	Gd	Y	SBrkr	2279	0	0	0	0	2	1	4	1	Gd	7	Typ	1	Gd	Attchd	1958	RFn	2	461	TA	TA	Y	274	0	0	0	138	0	NA	GdPrv	NA	0	7	2007	WD	Normal
909101140	1604	117000	50	RL	60	10998	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1.5Fin	5	5	1941	1960	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	LwQ	408	BLQ	420	156	984	GasA	Ex	Y	SBrkr	984	620	0	0	0	2	0	3	1	TA	6	Min2	0	NA	Detchd	1977	Unf	2	660	TA	TA	Y	0	68	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal
907260050	1932	213000	60	RL	70	8749	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	654	Unf	0	325	979	GasA	Ex	Y	SBrkr	992	940	0	1	0	2	1	3	1	Gd	7	Typ	1	Gd	Attchd	2003	RFn	2	610	TA	TA	Y	0	120	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal
907131090	1661	212000	60	RL	43	10667	Pave	NA	IR2	Lvl	AllPub	CulDSac	Gtl	CollgCr	PosN	Norm	1Fam	2Story	7	6	1996	1996	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	385	ALQ	344	70	799	GasA	Ex	Y	SBrkr	827	834	0	1	0	2	1	3	1	Gd	6	Typ	1	TA	Attchd	1996	RFn	2	550	TA	TA	Y	158	61	0	0	0	0	NA	NA	NA	0	4	2009	ConLw	Normal
903206160	1827	202500	70	RL	69	11737	Pave	NA	IR1	Bnk	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	2Story	6	7	1924	1996	Gambrel	CompShg	BrkComm	Stucco	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	848	848	GasW	TA	N	SBrkr	1017	810	0	0	0	1	0	2	1	TA	9	Typ	1	Gd	Detchd	1943	Unf	1	240	Fa	TA	Y	27	36	42	0	0	0	NA	GdPrv	NA	0	5	2006	WD	Normal
526352090	1277	167000	20	RL	85	10628	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	7	5	1970	1970	Flat	Tar&Grv	Plywood	Plywood	None	0	TA	Gd	CBlock	TA	Gd	Gd	GLQ	778	Unf	0	499	1277	GasA	TA	Y	SBrkr	1277	0	0	1	0	1	0	2	1	TA	5	Typ	1	Po	Attchd	1970	Unf	2	526	TA	TA	Y	0	0	0	0	176	0	NA	GdWo	NA	0	4	2007	WD	Normal
534201280	1052	138500	20	RL	70	8400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Feedr	Norm	1Fam	1Story	5	5	1968	1968	Hip	CompShg	HdBoard	HdBoard	BrkFace	168	TA	TA	CBlock	TA	TA	Av	BLQ	1016	Unf	0	36	1052	GasA	Gd	Y	SBrkr	1052	0	0	1	0	1	1	3	1	TA	5	Typ	0	NA	Attchd	1968	RFn	1	288	TA	TA	Y	356	0	0	0	0	0	NA	GdWo	NA	0	11	2006	WD	Normal
908102330	1220	102000	20	RL	67	8877	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	4	5	1951	1951	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	Fa	Fa	No	LwQ	836	Unf	0	0	836	GasA	TA	Y	FuseF	1220	0	0	0	0	1	0	2	1	TA	6	Typ	0	NA	Detchd	1951	Unf	2	396	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2006	COD	Normal
906385010	1226	198900	20	RL	94	10402	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2009	2009	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1226	1226	GasA	Ex	Y	SBrkr	1226	0	0	0	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2009	RFn	3	740	TA	TA	Y	0	36	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal
527404120	882	126000	20	RL	70	8400	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	5	1970	1970	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	TA	TA	No	ALQ	804	Rec	78	0	882	GasA	TA	Y	SBrkr	882	0	0	1	0	1	0	2	1	TA	4	Typ	0	NA	Attchd	1970	Fin	2	525	TA	TA	Y	240	0	0	0	0	0	NA	MnPrv	NA	0	4	2010	WD	Normal
907192010	1861	200000	60	RL	95	13450	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2002	2002	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	700	Unf	0	216	916	GasA	Ex	Y	SBrkr	920	941	0	1	0	2	1	3	1	Gd	8	Typ	0	NA	BuiltIn	2002	RFn	2	492	TA	TA	Y	146	91	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal
527131030	1659	278000	120	RL	40	5664	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	2000	2000	Gable	CompShg	CemntBd	CmentBd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	1158	Unf	0	343	1501	GasA	Ex	Y	SBrkr	1659	0	0	1	0	2	0	2	1	Ex	5	Typ	1	Ex	Attchd	2000	Fin	2	499	TA	TA	Y	212	59	0	0	0	0	NA	NA	NA	0	10	2009	WD	Normal
527452290	1387	145000	20	RL	65	7514	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1967	1975	Hip	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	Mn	ALQ	373	Rec	108	462	943	GasA	TA	Y	SBrkr	1387	0	0	1	0	1	0	3	1	TA	6	Typ	1	TA	Attchd	1974	RFn	1	300	TA	TA	Y	0	0	240	0	0	0	NA	NA	NA	0	9	2006	WD	Normal
907250030	1978	318000	20	RL	80	10389	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	8	5	2003	2003	Hip	CompShg	CemntBd	CmentBd	BrkFace	320	Gd	TA	PConc	Gd	TA	No	GLQ	1682	Unf	0	296	1978	GasA	Ex	Y	SBrkr	1978	0	0	1	0	2	1	3	1	Gd	8	Typ	1	Gd	Attchd	2003	RFn	3	850	TA	TA	Y	188	25	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal
909251040	1298	146500	50	RL	51	6821	Pave	NA	Reg	HLS	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	1.5Fin	6	7	1921	2005	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	BLQ	113	Unf	0	538	651	GasA	Gd	Y	SBrkr	759	539	0	0	0	2	0	2	1	TA	8	Typ	1	Gd	Detchd	1994	Unf	1	240	TA	TA	P	216	0	168	0	0	0	NA	NA	NA	0	8	2007	WD	Normal
535377100	720	86900	50	RL	60	7008	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	4	8	1900	1998	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	BrkTil	Fa	Fa	No	Unf	0	Unf	0	448	448	GasA	Ex	Y	SBrkr	448	272	0	0	0	1	0	1	1	Fa	5	Typ	0	NA	Attchd	1900	Unf	1	280	Fa	TA	Y	0	0	70	0	0	0	NA	NA	NA	0	3	2006	WD	Normal
528174050	1358	213000	120	RL	47	6904	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	6	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	Stone	240	Gd	TA	PConc	Gd	TA	Av	ALQ	836	Unf	0	522	1358	GasA	Ex	Y	SBrkr	1358	0	0	0	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2005	RFn	2	484	TA	TA	Y	192	36	0	0	0	0	NA	NA	NA	0	8	2009	WD	Normal
533128090	1624	262000	20	RL	89	12461	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NoRidge	Norm	Norm	1Fam	1Story	8	5	1994	1995	Gable	CompShg	ImStucc	ImStucc	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	1456	Unf	0	168	1624	GasA	Ex	Y	SBrkr	1624	0	0	1	0	2	0	2	1	Gd	5	Typ	1	Fa	Attchd	1994	RFn	3	757	TA	TA	Y	0	114	192	0	0	0	NA	GdPrv	NA	0	7	2006	WD	Normal
533250110	1239	217500	120	RL	22	11064	Pave	NA	IR2	Lvl	AllPub	CulDSac	Gtl	Veenker	Norm	Norm	TwnhsE	1Story	8	5	1995	1995	Hip	CompShg	BrkFace	BrkFace	None	0	Gd	TA	PConc	Gd	TA	Gd	LwQ	560	GLQ	670	0	1230	GasA	Ex	Y	SBrkr	1239	0	0	1	0	1	1	1	1	Gd	4	Typ	1	Fa	Attchd	1995	Fin	2	477	TA	TA	Y	172	24	0	0	0	0	NA	NA	NA	0	8	2008	WD	Normal
908186040	1072	148000	180	RM	35	3675	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	TwnhsE	SLvl	6	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	BrkFace	80	TA	TA	PConc	Gd	TA	Gd	GLQ	459	Unf	0	88	547	GasA	Ex	Y	SBrkr	1072	0	0	1	0	1	0	2	1	TA	5	Typ	0	NA	Basment	2005	RFn	2	525	TA	TA	Y	0	28	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal
903231050	884	113000	45	RM	51	6120	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Unf	5	7	1939	1950	Gable	CompShg	AsbShng	AsbShng	None	0	Gd	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	884	884	GasA	Ex	Y	SBrkr	884	0	0	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1939	Unf	1	240	TA	TA	Y	0	0	136	0	0	0	NA	MnPrv	NA	0	7	2007	WD	Normal
908152110	1398	160500	60	RL	72	7200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	2Story	6	7	1976	2001	Hip	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	TA	TA	Av	ALQ	288	Unf	0	396	684	GasA	TA	Y	SBrkr	684	714	0	0	0	1	1	3	1	TA	6	Typ	1	TA	Attchd	1976	Fin	2	440	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	2	2008	WD	Normal
535476110	941	145000	90	RL	75	8604	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	Duplex	SFoyer	5	7	1978	1978	Gable	CompShg	Plywood	Plywood	BrkFace	124	TA	Gd	CBlock	Gd	TA	Av	GLQ	941	Unf	0	0	941	GasA	Gd	Y	SBrkr	941	0	0	1	0	1	0	2	1	Gd	4	Typ	0	NA	Attchd	1978	Unf	2	564	TA	TA	Y	0	40	0	0	0	0	NA	NA	NA	0	11	2009	WD	Normal
533250050	1288	245500	120	RL	38	14963	Pave	NA	IR2	Lvl	AllPub	Inside	Gtl	Veenker	Norm	Norm	TwnhsE	1Story	8	5	1996	1996	Gable	CompShg	BrkFace	BrkFace	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	786	Unf	0	474	1260	GasA	Ex	Y	SBrkr	1288	0	0	1	0	1	1	1	1	Ex	4	Typ	2	Gd	Attchd	1996	Fin	2	500	TA	TA	Y	120	30	0	0	224	0	NA	NA	NA	0	12	2008	WD	Normal
535325340	1005	133500	20	RL	65	11050	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1956	1956	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	LwQ	488	Unf	0	517	1005	GasA	Ex	Y	SBrkr	1005	0	0	0	0	1	0	2	1	TA	6	Typ	1	TA	Attchd	1956	Unf	1	319	TA	TA	Y	0	0	0	0	288	0	NA	NA	NA	0	7	2006	WD	Normal
909475050	1696	198000	20	RL	NA	20693	Pave	NA	IR1	Bnk	AllPub	Corner	Gtl	Crawfor	Norm	Norm	1Fam	1Story	7	5	1971	1971	Gable	CompShg	Plywood	Plywood	BrkFace	652	TA	TA	CBlock	Gd	TA	No	Rec	434	Unf	0	1262	1696	GasA	Ex	Y	SBrkr	1696	0	0	0	0	2	0	3	1	TA	7	Typ	2	TA	Attchd	1971	Fin	2	625	TA	TA	Y	0	146	0	0	0	0	NA	GdWo	NA	0	2	2007	WD	Normal
907196020	1541	205000	20	RL	118	13704	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2001	2002	Gable	CompShg	VinylSd	VinylSd	BrkFace	150	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1541	1541	GasA	Ex	Y	SBrkr	1541	0	0	0	0	2	0	3	1	Gd	6	Typ	1	TA	Attchd	2001	RFn	3	843	TA	TA	Y	468	81	0	0	0	0	NA	NA	NA	0	1	2006	WD	Normal
533130160	2225	285000	60	RL	88	11134	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1992	1993	Gable	CompShg	HdBoard	HdBoard	BrkFace	180	Gd	TA	PConc	Gd	TA	No	GLQ	1129	Unf	0	261	1390	GasA	Ex	Y	SBrkr	1402	823	0	1	0	2	1	4	1	Gd	7	Typ	1	TA	Attchd	1992	RFn	3	713	TA	TA	Y	198	30	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal
535102010	1280	175000	85	RL	NA	10050	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	SFoyer	5	6	1966	1966	Gable	CompShg	HdBoard	HdBoard	BrkFace	87	TA	TA	CBlock	TA	TA	Av	GLQ	602	Unf	0	191	793	GasA	Ex	Y	SBrkr	1280	0	0	0	1	2	0	3	1	TA	6	Typ	1	TA	Basment	1966	Fin	2	432	TA	TA	Y	140	40	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal
531475220	1882	160000	90	RL	75	8250	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	Duplex	2Story	6	7	1981	1981	Gable	CompShg	Wd Sdng	Wd Shng	None	0	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	TA	Y	SBrkr	964	918	0	0	0	2	0	4	2	TA	8	Typ	2	TA	Attchd	1981	Unf	2	612	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal
527325070	2872	272000	60	RL	NA	12227	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NWAmes	PosN	Norm	1Fam	2Story	6	7	1977	1995	Gable	CompShg	HdBoard	HdBoard	BrkFace	424	TA	Gd	CBlock	Gd	Gd	No	ALQ	896	Unf	0	434	1330	GasA	TA	Y	SBrkr	1542	1330	0	1	0	2	1	4	1	TA	11	Typ	1	TA	Attchd	1977	Fin	2	619	TA	TA	Y	550	282	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal
902134100	899	78000	30	RM	60	6756	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	5	6	1910	1950	Mansard	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	Gd	No	Unf	0	Unf	0	481	481	GasA	TA	N	FuseA	899	0	0	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1930	Unf	1	200	Fa	TA	P	0	0	96	0	0	0	NA	NA	NA	0	9	2008	WD	Normal
902111010	844	111500	30	RM	50	5633	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	5	7	1925	1950	Gable	CompShg	MetalSd	Stucco	None	0	TA	TA	BrkTil	TA	Fa	No	Unf	0	Unf	0	844	844	GasA	TA	Y	SBrkr	844	0	0	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1925	Unf	1	216	TA	TA	N	50	81	123	0	0	0	NA	NA	NA	0	7	2006	WD	Normal
535381040	2377	142900	50	RL	60	10410	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	4	5	1915	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	1313	1313	GasA	TA	Y	SBrkr	1313	0	1064	0	0	2	0	3	1	Gd	8	Min2	1	TA	Detchd	1954	Unf	2	528	TA	TA	Y	0	0	432	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
910202060	1154	125500	50	RM	40	5436	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1.5Fin	4	8	1922	2007	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	BrkTil	TA	TA	No	BLQ	735	Unf	0	61	796	GasA	Gd	Y	SBrkr	796	358	0	1	0	1	0	3	1	Gd	7	Typ	0	NA	Detchd	1922	Unf	1	240	TA	TA	N	0	96	0	0	0	0	NA	MnPrv	NA	0	5	2010	WD	Normal
535477180	864	125500	20	RL	60	6600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	PosN	Norm	1Fam	1Story	5	5	1962	1962	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	ALQ	110	BLQ	442	312	864	GasA	Gd	Y	SBrkr	864	0	0	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1962	Unf	1	294	TA	TA	Y	58	0	0	0	0	0	NA	NA	NA	0	12	2007	WD	Normal
528439010	1460	247000	20	RL	87	10037	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Somerst	Feedr	Norm	1Fam	1Story	8	5	2006	2007	Hip	CompShg	VinylSd	VinylSd		NA	Gd	TA	PConc	Ex	TA	No	GLQ	666	Unf	0	794	1460	GasA	Ex	Y	SBrkr	1460	0	0	0	0	2	0	3	1	Gd	6	Typ	1	Gd	Attchd	2006	Fin	2	480	TA	TA	Y	0	20	0	0	0	0	NA	NA	NA	0	8	2008	WD	Normal
906223110	1626	226500	20	RL	80	9938	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	1Story	7	5	1994	1994	Gable	CompShg	HdBoard	HdBoard	BrkFace	251	Gd	TA	PConc	Gd	TA	No	GLQ	1271	Unf	0	331	1602	GasA	Ex	Y	SBrkr	1626	0	0	1	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	1994	RFn	2	534	TA	TA	Y	424	40	0	0	0	0	NA	NA	NA	0	4	2008	WD	Normal
528358010	1720	260400	20	RL	59	10593	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	1Story	7	5	1996	1996	Hip	CompShg	VinylSd	VinylSd	BrkFace	338	Gd	TA	PConc	Gd	TA	No	GLQ	919	Unf	0	801	1720	GasA	Ex	Y	SBrkr	1720	0	0	1	0	2	0	3	1	Gd	7	Typ	1	TA	Attchd	1996	Fin	2	527	TA	TA	Y	240	56	154	0	0	0	NA	NA	NA	0	3	2010	WD	Normal
532378160	1236	135000	20	RL	65	6993	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Feedr	Norm	1Fam	1Story	5	7	1961	1994	Gable	CompShg	HdBoard	Plywood	None	0	TA	TA	CBlock	TA	TA	No	BLQ	465	Unf	0	447	912	GasA	TA	Y	SBrkr	1236	0	0	0	0	1	0	3	1	TA	6	Typ	1	TA	Attchd	1961	Unf	1	288	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal
531450040	1603	175900	60	RL	65	7153	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	6	5	1992	1992	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	Gd	PConc	Gd	TA	No	ALQ	387	Unf	0	374	761	GasA	Ex	Y	SBrkr	810	793	0	0	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	1992	RFn	2	484	TA	TA	Y	0	124	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal
903204095	935	79500	40	RM	50	9100	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	RRAn	Feedr	1Fam	1Story	5	6	1930	1960	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	742	742	GasA	TA	Y	FuseA	779	0	156	0	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1988	Unf	1	308	TA	TA	P	0	0	0	0	0	0	NA	NA	Shed	600	8	2008	WD	Normal
527182170	2090	207500	160	RL	NA	5062	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	StoneBr	Norm	Norm	TwnhsE	2Story	7	5	1984	1984	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	CBlock	Gd	TA	Mn	GLQ	828	LwQ	182	180	1190	GasA	Gd	Y	SBrkr	1190	900	0	1	0	2	0	3	1	Gd	6	Min1	1	TA	Attchd	1984	Fin	2	577	TA	TA	Y	219	0	0	0	0	0	NA	NA	NA	0	9	2007	WD	Normal
905105040	897	115000	20	RL	86	8665	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	5	1968	1968	Gable	CompShg	HdBoard	HdBoard	BrkFace	89	TA	TA	CBlock	TA	TA	Mn	Rec	168	BLQ	288	420	876	GasA	TA	Y	SBrkr	897	0	0	0	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1968	RFn	1	264	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	1	2007	WD	Normal
528477020	1656	249700	20	FV	84	11096	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	8	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	24	Unf	0	1632	1656	GasA	Ex	Y	SBrkr	1656	0	0	0	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2006	RFn	3	826	TA	TA	Y	0	146	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal
905202210	1000	164000	20	RL	87	13050	Pave	NA	Reg	Low	AllPub	Inside	Mod	ClearCr	Norm	Norm	1Fam	1Story	5	6	1963	1963	Flat	Tar&Grv	WdShing	Wd Shng	None	0	TA	TA	CBlock	Gd	TA	Av	Rec	104	ALQ	850	46	1000	GasA	Ex	Y	SBrkr	1000	0	0	1	0	1	0	1	1	TA	4	Typ	2	TA	Attchd	1993	Unf	2	575	TA	TA	Y	238	0	148	0	0	0	NA	NA	NA	0	4	2006	WD	Normal
903425190	2486	220000	50	RM	90	33120	Pave	NA	IR3	Lvl	AllPub	Inside	Gtl	OldTown	RRAn	Feedr	1Fam	1.5Fin	6	5	1962	1962	Gable	CompShg	BrkFace	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1595	1595	GasA	TA	Y	SBrkr	1611	875	0	0	0	2	0	5	1	TA	8	Typ	1	Gd	Detchd	1962	Unf	2	576	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	10	2006	WD	Normal
535150210	1098	135000	20	RL	NA	7390	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1955	1955	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	151	TA	TA	CBlock	TA	TA	No	ALQ	902	Unf	0	196	1098	GasA	TA	Y	SBrkr	1098	0	0	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1955	Unf	1	260	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal
535453160	1040	133700	20	RL	70	7560	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1959	1959	Gable	CompShg	BrkFace	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	LwQ	369	Unf	0	671	1040	GasA	TA	Y	FuseA	1040	0	0	0	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1959	RFn	1	286	TA	TA	Y	140	0	252	0	0	0	NA	GdWo	NA	0	7	2006	WD	Normal
535353130	924	112500	20	RL	NA	15783	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Artery	Norm	1Fam	1Story	5	5	1952	1952	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Rec	292	Unf	0	632	924	GasA	TA	Y	SBrkr	924	0	0	0	0	1	0	2	1	TA	6	Typ	0	NA	Detchd	1952	Unf	1	420	TA	TA	Y	0	324	0	0	0	0	NA	MnPrv	Shed	400	6	2007	WD	Normal
535456070	1588	150000	50	RL	60	7200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1.5Fin	5	6	1955	1967	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	Mn	GLQ	370	Unf	0	398	768	GasA	Gd	Y	SBrkr	1024	564	0	0	0	1	1	3	1	TA	6	Typ	0	NA	Detchd	1955	Unf	2	480	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	3	2008	WD	Normal
908250090	930	99000	20	RL	68	9520	Pave	NA	Reg	Bnk	AllPub	Inside	Mod	Edwards	Norm	Norm	1Fam	1Story	4	5	1953	1953	Gable	CompShg	MetalSd	MetalSd	Stone	115	TA	TA	CBlock	Gd	TA	No	Rec	767	Unf	0	144	911	GasA	TA	Y	SBrkr	930	0	0	0	0	1	0	2	1	TA	5	Typ	0	NA	Attchd	1953	RFn	1	286	TA	TA	Y	134	0	0	0	0	0	NA	MnPrv	Gar2	3000	5	2008	WD	Normal
527452070	1069	146300	120	RL	53	4043	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NPkVill	Norm	Norm	TwnhsE	1Story	6	5	1975	1975	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	Gd	TA	No	ALQ	727	BLQ	156	186	1069	GasA	Gd	Y	SBrkr	1069	0	0	0	1	2	0	2	1	TA	4	Typ	1	Po	Attchd	1975	RFn	2	440	TA	TA	Y	0	55	0	0	225	0	NA	NA	NA	0	7	2006	WD	Normal
902325100	2104	155000	75	RM	70	6300	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	2.5Unf	7	6	1910	2005	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	1226	1226	GasA	Ex	Y	SBrkr	1226	878	0	0	0	2	0	5	1	TA	9	Typ	0	NA	Detchd	1910	Unf	2	432	Fa	TA	P	0	341	88	0	0	0	NA	NA	NA	0	7	2006	WD	Normal
921126030	1728	298751	20	RL	79	11449	Pave	NA	IR1	HLS	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	8	5	2007	2007	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	1011	Unf	0	873	1884	GasA	Ex	Y	SBrkr	1728	0	0	1	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2007	Fin	2	520	TA	TA	Y	0	276	0	0	0	0	NA	NA	NA	0	1	2008	WD	Normal
905401060	1663	256000	20	RL	NA	53227	Pave	NA	IR1	Low	AllPub	CulDSac	Mod	ClearCr	Norm	Norm	1Fam	1Story	4	6	1954	1994	Flat	Tar&Grv	Plywood	Plywood	None	0	TA	TA	CBlock	Gd	TA	Gd	BLQ	1116	Unf	0	248	1364	GasA	Ex	Y	SBrkr	1663	0	0	1	0	1	0	2	1	Gd	6	Min1	2	Gd	Attchd	1954	Fin	2	529	TA	TA	Y	224	137	0	0	0	0	NA	NA	NA	0	3	2008	WD	Normal
916402125	1137	176000	20	RL	54	13811	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	6	6	1987	1987	Gable	CompShg	HdBoard	HdBoard	BrkFace	72	TA	TA	CBlock	Gd	Gd	No	GLQ	980	LwQ	40	92	1112	GasA	Gd	Y	SBrkr	1137	0	0	1	0	2	0	2	1	Gd	5	Typ	1	TA	Attchd	1987	Unf	2	551	TA	TA	Y	125	0	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal
531452010	1217	120000	160	RL	75	10762	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	SawyerW	Norm	Norm	TwnhsE	2Story	6	6	1980	1980	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	Gd	TA	No	Unf	0	Unf	0	626	626	GasA	TA	Y	SBrkr	626	591	0	0	0	1	1	3	1	TA	6	Typ	1	TA	Attchd	1980	RFn	1	288	TA	TA	Y	0	28	0	0	0	0	NA	NA	NA	0	4	2009	WD	Normal
528363070	2494	321000	60	RL	NA	10236	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1994	1995	Gable	CompShg	VinylSd	VinylSd	BrkFace	501	Gd	TA	PConc	Gd	TA	Gd	GLQ	380	BLQ	168	742	1290	GasA	Ex	Y	SBrkr	1305	1189	0	1	0	2	1	4	1	Gd	9	Typ	1	TA	Attchd	1994	Fin	3	803	TA	TA	Y	200	95	0	0	0	0	NA	GdPrv	NA	0	6	2006	WD	Normal
533208090	1680	190000	160	FV	39	3515	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	840	840	GasA	Ex	Y	SBrkr	840	840	0	0	0	2	1	2	1	Gd	3	Typ	0	NA	Attchd	2004	RFn	2	588	TA	TA	Y	0	111	0	0	0	0	NA	NA	NA	0	1	2010	WD	Normal
534401130	1165	174900	80	RL	82	9020	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	SLvl	6	7	1966	1966	Gable	CompShg	HdBoard	HdBoard	BrkFace	183	TA	TA	CBlock	TA	TA	Gd	Rec	312	ALQ	539	276	1127	GasA	TA	Y	SBrkr	1165	0	0	1	0	1	1	3	1	TA	6	Typ	0	NA	Attchd	1966	RFn	2	490	Gd	Gd	Y	0	129	0	0	0	0	NA	GdPrv	NA	0	5	2008	WD	Normal
910203230	641	85000	30	RM	50	7030	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1Story	4	6	1925	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	641	641	GasA	Gd	Y	SBrkr	641	0	0	0	0	1	0	2	1	Fa	4	Typ	0	NA	Detchd	1925	Unf	1	272	TA	TA	N	184	0	70	0	0	0	NA	MnPrv	NA	0	3	2006	WD	Normal
902303100	1650	144100	50	RM	56	8398	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	6	8	1910	1990	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	Gd	Gd	No	BLQ	259	Unf	0	667	926	GasA	TA	Y	SBrkr	991	659	0	0	0	2	0	3	1	TA	6	Typ	0	NA	Detchd	1979	Unf	2	468	TA	TA	N	128	103	0	0	0	0	NA	NA	NA	0	11	2007	WD	Normal
527301320	2353	260000	60	RL	94	13005	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NWAmes	Norm	Norm	1Fam	2Story	7	7	1980	1980	Gable	CompShg	CemntBd	CmentBd	BrkFace	278	Gd	TA	CBlock	Gd	TA	No	GLQ	692	Unf	0	153	845	GasA	TA	Y	SBrkr	1153	1200	0	1	0	2	1	4	1	Ex	10	Typ	1	TA	Attchd	1983	RFn	2	484	TA	TA	Y	288	195	0	0	0	0	NA	GdPrv	NA	0	8	2009	WD	Normal
527140090	1337	180000	120	RL	41	5395	Pave	NA	IR1	HLS	AllPub	Inside	Gtl	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1993	1993	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	733	Unf	0	604	1337	GasA	Gd	Y	SBrkr	1337	0	0	1	0	2	0	2	1	Gd	5	Typ	1	TA	Attchd	1993	RFn	2	462	TA	TA	Y	96	0	70	168	0	0	NA	NA	NA	0	10	2008	WD	Normal
909428170	1898	236500	20	RL	56	26073	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Crawfor	Norm	Norm	1Fam	1Story	5	5	1956	1956	Gable	CompShg	BrkFace	MetalSd	None	0	TA	TA	PConc	TA	TA	No	Rec	1116	Unf	0	782	1898	GasA	Ex	Y	FuseA	1898	0	0	0	0	2	1	3	1	TA	7	Typ	2	TA	Attchd	1956	Unf	2	484	TA	TA	Y	0	51	224	0	0	0	NA	MnPrv	NA	0	4	2008	WD	Normal
905228050	660	63900	20	RL	NA	9000	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Sawyer	Norm	Norm	1Fam	1Story	2	2	1947	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	Fa	N	SBrkr	660	0	0	0	0	1	0	2	1	Fa	5	Min2	0	NA	NA	NA	NA	0	0	NA	NA	N	0	0	100	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
533234020	1789	223000	60	FV	79	10646	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Somerst	Norm	Norm	1Fam	2Story	7	5	2001	2001	Gable	CompShg	VinylSd	VinylSd	BrkFace	513	TA	TA	PConc	TA	TA	No	GLQ	681	Unf	0	177	858	GasA	Ex	Y	SBrkr	872	917	0	1	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	2001	Fin	2	546	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal
533212100	1200	151000	160	FV	30	3180	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2005	2005	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	600	600	GasA	Ex	Y	SBrkr	520	600	80	0	0	2	1	2	1	Gd	4	Typ	0	NA	Detchd	2005	RFn	2	480	TA	TA	Y	0	166	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal
534475185	1505	149500	20	RL	128	12160	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Feedr	Norm	1Fam	1Story	6	4	1953	1953	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	90	TA	TA	CBlock	TA	TA	No	BLQ	1024	Unf	0	481	1505	GasA	Ex	Y	SBrkr	1505	0	0	1	0	1	0	2	1	TA	6	Typ	1	TA	Attchd	1953	RFn	2	505	TA	TA	Y	0	0	0	162	0	0	NA	NA	NA	0	2	2009	WD	Normal
905452150	1609	149900	50	RL	75	9525	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1.5Fin	6	5	1953	1953	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	LwQ	468	Unf	0	532	1000	GasA	TA	Y	SBrkr	1068	541	0	0	0	1	1	5	1	TA	7	Typ	0	NA	Attchd	1953	Unf	1	305	Fa	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal
528176010	2696	500000	20	RL	110	14300	Pave	NA	Reg	HLS	AllPub	Inside	Mod	NridgHt	Norm	Norm	1Fam	1Story	9	5	2003	2004	Hip	CompShg	VinylSd	VinylSd	BrkFace	1095	Ex	TA	PConc	Ex	TA	Gd	GLQ	1373	Unf	0	1473	2846	GasA	Ex	Y	SBrkr	2696	0	0	1	0	2	1	3	1	Ex	10	Typ	2	Gd	Attchd	2003	Fin	3	958	TA	TA	Y	220	150	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal
535450160	1040	92900	90	RL	60	8544	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	Duplex	1Story	3	4	1950	1950	Gable	CompShg	BrkFace	BrkFace	None	0	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	Wall	Fa	N	FuseA	1040	0	0	0	0	2	0	2	2	TA	6	Typ	0	NA	Detchd	1987	Unf	2	400	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
533215040	1419	290000	120	FV	42	4385	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	TwnhsE	1Story	9	5	2001	2001	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Ex	TA	Av	GLQ	964	Unf	0	455	1419	GasA	Ex	Y	SBrkr	1419	0	0	1	0	1	1	2	1	Ex	5	Typ	1	TA	Attchd	2001	Fin	2	588	TA	TA	Y	155	58	0	0	0	0	NA	NA	NA	0	9	2008	WD	Normal
535325090	925	127000	20	RL	71	8540	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	8	1956	2003	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	CBlock	TA	TA	No	Rec	114	ALQ	691	120	925	GasA	TA	Y	SBrkr	925	0	0	1	0	1	0	3	1	Gd	5	Typ	0	NA	Detchd	1956	Unf	1	252	TA	TA	Y	152	0	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal
909250210	1522	102000	50	RL	60	6000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SWISU	Norm	Norm	1Fam	1.5Fin	5	5	1926	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Fa	BrkTil	TA	TA	No	Unf	0	Unf	0	1008	1008	GasA	Ex	Y	SBrkr	1008	0	514	0	0	2	0	4	1	TA	7	Typ	0	NA	NA	NA	NA	0	0	NA	NA	P	0	0	138	0	0	0	NA	NA	NA	0	6	2006	WD	Normal
527325110	1969	190000	60	RL	92	11952	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	PosA	Norm	1Fam	2Story	7	6	1977	1977	Mansard	WdShake	WdShing	Plywood	None	0	TA	TA	CBlock	Gd	TA	No	Unf	0	Unf	0	808	808	GasA	TA	Y	SBrkr	1161	808	0	0	0	2	1	3	1	TA	8	Typ	1	Gd	Attchd	1977	RFn	2	534	TA	TA	Y	0	0	0	0	276	0	NA	NA	NA	0	11	2007	WD	Normal
910202030	816	75200	30	RM	46	3672	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Artery	Norm	1Fam	1Story	5	7	1922	1950	Gable	CompShg	Stucco	Stucco	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	816	816	GasA	Ex	Y	SBrkr	816	0	0	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1922	Unf	1	100	Fa	Fa	N	0	0	96	0	0	0	NA	NA	NA	0	9	2007	WD	Normal
535175180	1206	108538	20	RL	87	10725	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1959	1959	Hip	CompShg	MetalSd	MetalSd	BrkFace	91	TA	TA	CBlock	TA	TA	No	Rec	936	Unf	0	270	1206	GasA	Fa	Y	SBrkr	1206	0	0	0	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1959	RFn	1	312	TA	TA	Y	0	21	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal
534202160	1232	142250	20	RL	80	9600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1966	1966	Hip	CompShg	VinylSd	VinylSd	BrkFace	172	TA	TA	CBlock	TA	TA	No	Rec	698	Unf	0	534	1232	GasA	TA	Y	SBrkr	1232	0	0	1	0	1	1	3	1	TA	6	Typ	0	NA	Attchd	1966	RFn	2	490	TA	TA	Y	0	224	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal
916403020	1339	180000	20	RL	50	8049	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Timber	Norm	Norm	1Fam	1Story	7	5	1990	1990	Hip	CompShg	HdBoard	HdBoard	BrkFace	54	TA	TA	CBlock	Gd	TA	No	ALQ	1053	Unf	0	256	1309	GasA	TA	Y	SBrkr	1339	0	0	1	0	2	0	2	1	TA	6	Typ	1	TA	Attchd	1990	Fin	2	484	Gd	Gd	Y	0	58	0	0	90	0	NA	NA	NA	0	7	2006	WD	Normal
535354100	972	132000	20	RL	50	8000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	6	1948	2002	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	CBlock	TA	TA	No	ALQ	680	Unf	0	292	972	GasA	Ex	Y	SBrkr	972	0	0	1	0	1	0	2	1	TA	5	Typ	1	Gd	Detchd	1948	Unf	1	240	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal
905227050	1350	152400	50	RL	63	8375	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Sawyer	Norm	Norm	1Fam	1.5Fin	5	7	1941	1973	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	ALQ	336	Unf	0	240	576	GasA	Gd	Y	SBrkr	864	486	0	1	0	1	1	2	1	Gd	6	Min1	0	NA	2Types	1973	Unf	3	627	TA	TA	N	0	0	0	0	0	0	NA	MnPrv	NA	0	6	2008	WD	Normal
534451020	670	64000	50	RL	51	3500	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Feedr	Norm	1Fam	1.5Fin	3	5	1945	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	LwQ	144	Unf	0	226	370	GasA	TA	N	FuseA	442	228	0	1	0	1	0	2	1	Fa	4	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	21	0	0	0	0	NA	MnPrv	Shed	2000	7	2007	WD	Normal
533120030	2810	302000	60	RL	NA	9572	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1990	1990	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	336	Gd	TA	PConc	Ex	TA	No	GLQ	482	Unf	0	971	1453	GasA	Ex	Y	SBrkr	1453	1357	0	0	0	2	1	4	1	Gd	9	Typ	1	Ex	Attchd	1990	RFn	2	750	Gd	Gd	Y	500	0	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal
905352010	1522	182000	20	RL	NA	11075	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	ClearCr	Norm	Norm	1Fam	1Story	6	5	1984	1984	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	136	TA	TA	PConc	Gd	TA	No	BLQ	299	LwQ	891	0	1190	GasA	Ex	Y	SBrkr	1522	0	0	0	0	2	0	3	1	TA	7	Typ	1	TA	Attchd	1984	Fin	2	552	TA	TA	Y	0	77	0	0	168	0	NA	GdPrv	NA	0	2	2007	WD	Normal
905108220	860	137000	85	RL	74	8740	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	SFoyer	5	6	1982	1982	Hip	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	Av	ALQ	672	Unf	0	168	840	GasA	TA	Y	SBrkr	860	0	0	1	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1996	Unf	2	528	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal
527165170	1642	168000	60	RL	NA	7655	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	1993	1994	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	903	903	GasA	Gd	Y	SBrkr	910	732	0	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1993	RFn	2	392	TA	TA	Y	290	84	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal
528315070	1976	286000	60	RL	84	9660	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1998	1998	Gable	CompShg	VinylSd	VinylSd	BrkFace	242	Gd	TA	PConc	Gd	TA	No	GLQ	791	Unf	0	253	1044	GasA	Ex	Y	SBrkr	1079	897	0	1	0	2	1	3	1	Gd	7	Typ	1	Ex	Attchd	1998	Fin	3	885	TA	TA	Y	210	31	0	0	0	0	NA	NA	NA	0	2	2006	WD	Normal
906475110	2087	187500	60	RL	NA	12205	Pave	NA	IR1	Low	AllPub	Inside	Gtl	ClearCr	Norm	Norm	1Fam	2Story	6	8	1966	2007	Gable	CompShg	HdBoard	HdBoard	BrkFace	157	TA	TA	CBlock	TA	Fa	Gd	LwQ	568	Unf	0	264	832	GasA	Gd	Y	SBrkr	976	1111	0	0	0	2	1	5	1	Gd	9	Typ	0	NA	Attchd	1966	Fin	2	444	TA	TA	Y	133	168	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal
906223040	1958	220000	60	RL	75	9317	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	7	5	1994	2001	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	Gd	PConc	Gd	Gd	No	GLQ	497	Unf	0	282	779	GasA	Ex	Y	SBrkr	1029	929	0	1	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	1994	RFn	2	499	TA	TA	Y	202	93	0	0	0	0	NA	NA	NA	0	7	2007	CWD	Normal
909253190	790	91000	30	RL	52	6292	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	SWISU	Norm	Norm	1Fam	1Story	6	5	1930	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	Gd	TA	Mn	Rec	384	Unf	0	384	768	GasA	TA	N	SBrkr	790	0	0	0	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1925	Unf	1	160	Fa	TA	Y	0	141	0	0	0	0	NA	NA	NA	0	4	2008	WD	Normal
923226290	1092	79400	160	RM	21	1484	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	TwnhsE	2Story	4	4	1972	1972	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	CBlock	TA	TA	No	Rec	252	Unf	0	294	546	GasA	TA	Y	SBrkr	546	546	0	0	0	1	1	3	1	TA	5	Typ	0	NA	Attchd	1972	Unf	1	253	TA	Fa	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal
909282020	2320	259500	70	RL	61	7259	Pave	NA	IR1	Lvl	AllPub	Inside	Mod	Crawfor	Norm	Norm	1Fam	2Story	6	8	1945	2002	Gambrel	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	ALQ	774	LwQ	150	104	1028	GasA	Ex	Y	SBrkr	1436	884	0	1	0	2	1	3	1	Gd	9	Typ	1	TA	Detchd	1945	Unf	1	180	TA	TA	Y	224	0	0	0	0	0	NA	MnPrv	NA	0	7	2007	WD	Normal
528110110	2464	417500	20	RL	105	13693	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	8	5	2007	2007	Hip	CompShg	VinylSd	VinylSd	Stone	554	Gd	TA	PConc	Ex	TA	Gd	GLQ	1728	BLQ	495	195	2418	GasA	Ex	Y	SBrkr	2464	0	0	1	0	2	1	4	1	Ex	9	Typ	1	Ex	Attchd	2007	Fin	3	650	TA	TA	Y	358	78	0	0	0	0	NA	NA	NA	0	8	2008	WD	Normal
534479320	1268	132000	20	RL	78	7800	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1954	1954	Gable	CompShg	HdBoard	HdBoard	BrkFace	200	TA	TA	PConc	TA	TA	No	LwQ	540	Unf	0	728	1268	GasA	Gd	Y	SBrkr	1268	0	0	0	0	1	0	2	1	TA	7	Typ	1	Gd	Attchd	1954	Fin	1	244	TA	TA	Y	0	98	0	0	0	0	NA	NA	NA	0	3	2010	WD	Normal
528150110	2956	342000	60	RL	99	13069	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	8	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	BrkFace	502	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	1706	1706	GasA	Ex	Y	SBrkr	1718	1238	0	0	0	2	1	5	1	Ex	11	Typ	1	Ex	BuiltIn	2004	RFn	3	916	TA	TA	Y	194	50	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal
906380160	1240	194000	20	RL	74	8556	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	1240	1240	GasA	Ex	Y	SBrkr	1240	0	0	0	0	2	0	2	1	Gd	5	Typ	0	NA	Attchd	2006	RFn	3	826	TA	TA	Y	140	93	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal
535477090	1117	136870	20	RL	69	7590	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	PosN	Norm	1Fam	1Story	5	5	1963	1963	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1117	1117	GasA	Ex	Y	SBrkr	1117	0	0	0	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1963	Unf	1	264	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2008	COD	Normal
534478230	1113	147000	20	RL	80	9600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1950	2007	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	TA	CBlock	TA	TA	No	ALQ	607	Unf	0	506	1113	GasA	Gd	Y	SBrkr	1113	0	0	0	0	1	0	3	1	Gd	5	Typ	1	Gd	Attchd	1950	Unf	1	264	TA	TA	Y	0	80	120	0	0	0	NA	NA	NA	0	7	2009	WD	Normal
906426060	2144	277000	50	RL	NA	159000	Pave	NA	IR2	Low	AllPub	CulDSac	Sev	ClearCr	Norm	Norm	1Fam	1.5Fin	6	7	1958	2006	Gable	CompShg	Wd Sdng	HdBoard	BrkCmn	472	Gd	TA	CBlock	Gd	TA	Gd	Rec	697	Unf	0	747	1444	GasA	Gd	Y	SBrkr	1444	700	0	0	1	2	0	4	1	Gd	7	Typ	2	TA	Attchd	1958	Fin	2	389	TA	TA	Y	0	98	0	0	0	0	NA	NA	Shed	500	6	2007	WD	Normal
528235190	1598	201490	60	RL	59	9171	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	2004	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	848	848	GasA	Ex	Y	SBrkr	848	750	0	0	0	2	1	3	1	Gd	7	Typ	1	Gd	Attchd	2004	Fin	2	433	TA	TA	Y	100	48	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal
923225440	1112	85000	160	RM	36	2592	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	TwnhsE	2Story	5	3	1976	1976	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	CBlock	Gd	TA	No	Rec	129	BLQ	232	175	536	GasA	TA	Y	SBrkr	536	576	0	0	0	1	1	3	1	TA	4	Typ	0	NA	Attchd	1976	Unf	1	336	TA	TA	Y	182	0	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal
923276030	833	149900	20	RL	76	12887	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	1Story	5	7	1984	1984	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	Gd	TA	Mn	Rec	207	GLQ	590	36	833	GasA	TA	Y	SBrkr	833	0	0	1	0	1	0	2	1	Gd	5	Typ	0	NA	Attchd	1984	Unf	2	495	TA	TA	Y	431	0	0	0	0	0	NA	MnPrv	NA	0	4	2010	WD	Normal
909425060	1564	174500	70	RL	75	12000	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	2Story	7	7	1941	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	275	Unf	0	429	704	GasA	Ex	Y	SBrkr	860	704	0	0	0	1	1	3	1	Fa	7	Typ	1	Gd	Attchd	1941	Unf	1	234	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal
902332030	2291	133900	190	C (all)	60	7200	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	2fmCon	2.5Unf	6	6	1910	1998	Hip	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	Fa	Mn	Rec	1046	Unf	0	168	1214	GasW	Ex	N	SBrkr	1260	1031	0	0	1	2	0	4	2	TA	9	Typ	1	Gd	Detchd	1900	Unf	2	506	TA	TA	Y	0	0	0	0	99	0	NA	NA	NA	0	11	2007	WD	Normal
528188060	1626	173000	160	RL	36	2268	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	Twnhs	2Story	7	5	2003	2004	Gable	CompShg	VinylSd	Wd Shng	Stone	106	Gd	TA	PConc	Gd	TA	No	GLQ	567	Unf	0	197	764	GasA	Ex	Y	SBrkr	764	862	0	0	0	2	0	2	1	Gd	6	Typ	0	NA	BuiltIn	2003	RFn	2	474	TA	TA	Y	0	27	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal
535477150	894	109500	20	RL	60	6600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	PosN	Norm	1Fam	1Story	5	5	1962	1962	Hip	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	894	894	GasA	Gd	N	SBrkr	894	0	0	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1962	Unf	1	308	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	8	2009	WD	Normal
535327210	1384	159000	20	RL	70	13300	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1956	2001	Hip	CompShg	Wd Sdng	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	494	Unf	0	521	1015	GasA	Gd	Y	SBrkr	1384	0	0	1	0	1	0	2	1	TA	6	Min1	0	NA	Attchd	2001	Unf	2	896	TA	TA	Y	75	0	0	323	0	0	NA	NA	Shed	400	6	2006	WD	Normal
533213070	1501	179400	160	FV	24	2280	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	Twnhs	2Story	7	5	1999	1999	Gable	CompShg	MetalSd	MetalSd	BrkFace	360	TA	TA	PConc	Gd	TA	No	ALQ	549	Unf	0	195	744	GasA	Gd	Y	SBrkr	757	744	0	0	0	2	1	3	1	TA	6	Typ	0	NA	Detchd	1999	Unf	2	440	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	8	2008	WD	Normal
904100100	2267	219000	70	RL	107	12888	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	Sawyer	Feedr	Norm	1Fam	2Story	7	8	1937	1980	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Gd	CBlock	TA	TA	No	ALQ	288	Unf	0	717	1005	GasA	TA	Y	SBrkr	1262	1005	0	1	0	1	1	3	1	TA	7	Typ	2	Gd	Attchd	1937	Fin	2	498	TA	TA	Y	521	0	0	0	0	0	NA	NA	NA	0	4	2007	WD	Normal
528188120	1626	175500	160	RL	36	2628	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	Twnhs	2Story	7	5	2003	2003	Gable	CompShg	VinylSd	Wd Shng	Stone	106	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	764	764	GasA	Ex	Y	SBrkr	764	862	0	0	0	2	1	2	1	Gd	6	Typ	0	NA	BuiltIn	2003	RFn	2	474	TA	TA	Y	0	27	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal
528114040	1950	383000	20	RL	104	14418	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	9	5	2007	2007	Hip	CompShg	VinylSd	VinylSd	BrkFace	480	Ex	TA	PConc	Ex	TA	Gd	GLQ	1375	Unf	0	575	1950	GasA	Ex	Y	SBrkr	1950	0	0	1	0	2	0	2	1	Ex	7	Typ	1	Gd	Attchd	2007	Fin	3	706	TA	TA	Y	156	207	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal
528235020	1515	179000	60	RL	80	9024	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	789	789	GasA	Ex	Y	SBrkr	813	702	0	0	0	2	1	3	1	Gd	8	Typ	1	Gd	Attchd	2004	Fin	2	393	TA	TA	Y	0	75	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal
908275110	1560	103500	20	RL	70	11767	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	5	5	1956	1956	Hip	CompShg	HdBoard	HdBoard	BrkFace	259	TA	TA	CBlock	TA	TA	No	Rec	546	Unf	0	604	1150	GasA	Ex	Y	SBrkr	1560	0	0	0	0	1	0	2	1	TA	7	Min1	1	TA	Attchd	1956	Unf	1	313	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal
902402260	1086	55000	70	RM	60	11340	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2Story	2	1	1920	1950	Gable	CompShg	AsbShng	AsbShng	None	0	Fa	Fa	BrkTil	Fa	Fa	No	Unf	0	Unf	0	723	723	GasA	TA	N	SBrkr	723	363	0	0	0	1	0	2	1	TA	5	Maj1	0	NA	Detchd	1920	Unf	2	400	Fa	Po	N	0	24	144	0	0	0	NA	NA	NA	0	11	2008	ConLD	Normal
528235200	1374	170000	80	RL	59	9434	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	SLvl	7	5	2004	2005	Gable	CompShg	WdShing	Wd Shng	None	0	Gd	TA	PConc	Gd	TA	Mn	Unf	0	Unf	0	384	384	GasA	Ex	Y	SBrkr	744	630	0	0	0	2	1	3	1	Gd	6	Typ	1	Gd	BuiltIn	2004	Fin	2	400	TA	TA	Y	100	0	0	0	0	0	NA	NA	NA	0	8	2009	WD	Normal
528181060	1554	209500	120	RL	34	4590	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	Twnhs	1Story	8	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	Stone	108	Gd	TA	PConc	Gd	Gd	Mn	GLQ	24	Unf	0	1530	1554	GasA	Ex	Y	SBrkr	1554	0	0	0	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2006	RFn	2	627	TA	TA	Y	156	73	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal
923275200	816	124500	20	RL	76	8314	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Mitchel	Norm	Norm	1Fam	1Story	5	7	1982	1982	Gable	CompShg	HdBoard	ImStucc	None	0	TA	TA	CBlock	TA	TA	Gd	ALQ	546	Unf	0	270	816	GasA	TA	Y	SBrkr	816	0	0	0	0	1	0	2	1	TA	5	Typ	0	NA	Attchd	1982	Unf	1	264	TA	TA	Y	168	0	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal
903451110	1108	139400	45	RM	57	7449	Pave	Grvl	Reg	Bnk	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1.5Unf	7	7	1930	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	637	637	GasA	Ex	Y	FuseF	1108	0	0	0	0	1	0	3	1	Gd	6	Typ	1	Gd	Attchd	1930	Unf	1	280	TA	TA	N	0	0	205	0	0	0	NA	GdPrv	NA	0	6	2007	WD	Normal
533217050	1252	160000	160	FV	24	2160	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	Twnhs	2Story	7	5	1999	2000	Gable	CompShg	MetalSd	MetalSd	BrkFace	212	Gd	TA	PConc	Gd	TA	No	BLQ	510	Unf	0	90	600	GasA	Ex	Y	SBrkr	624	628	0	1	0	2	1	2	1	Gd	4	Typ	0	NA	Detchd	1999	Unf	2	462	TA	TA	Y	0	48	0	0	0	0	NA	NA	NA	0	3	2008	WD	Normal
528445070	1830	221300	60	RL	75	8778	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	8	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1302	1302	GasA	Ex	Y	SBrkr	1302	528	0	0	0	2	1	3	1	Gd	7	Typ	0	NA	BuiltIn	2006	RFn	3	859	TA	TA	Y	0	40	0	0	0	0	NA	NA	NA	0	3	2007	WD	Normal
907200270	1040	134900	20	RL	45	8982	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	5	1977	1977	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	CBlock	Gd	TA	Av	ALQ	539	Unf	0	501	1040	GasA	TA	Y	SBrkr	1040	0	0	0	0	1	1	3	1	TA	5	Typ	0	NA	Detchd	1977	Unf	2	748	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	1	2007	WD	Normal
908201040	698	118000	20	RL	50	9405	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	5	9	1947	2008	Hip	CompShg	VinylSd	VinylSd	None	0	TA	Ex	CBlock	TA	TA	No	Unf	0	Unf	0	698	698	GasA	Ex	Y	SBrkr	698	0	0	0	1	1	0	2	1	TA	4	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	200	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
907410100	1611	195800	60	RL	70	8400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	784	784	GasA	Ex	Y	SBrkr	784	827	0	0	0	2	1	3	1	Gd	6	Typ	0	NA	Attchd	2005	RFn	2	572	TA	TA	Y	144	36	0	0	0	0	NA	NA	NA	0	3	2006	WD	Normal
903481120	1666	135000	50	RM	60	5160	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	IDOTRR	Norm	Norm	1Fam	1.5Fin	6	6	1927	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Fa	BrkTil	TA	TA	No	Unf	0	Unf	0	1204	1204	GasA	TA	Y	FuseA	1204	462	0	0	0	1	0	3	1	TA	4	Typ	0	NA	Detchd	1927	Unf	1	384	Fa	TA	Y	0	0	148	0	0	0	NA	NA	NA	0	8	2009	WD	Normal
907227110	768	133900	85	RL	60	7200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	SFoyer	5	8	1972	2003	Gable	CompShg	WdShing	HdBoard	None	0	TA	Gd	CBlock	Gd	TA	Av	GLQ	660	Unf	0	108	768	GasA	Gd	Y	SBrkr	768	0	0	0	1	1	0	2	1	TA	5	Typ	0	NA	Detchd	1974	Fin	1	396	TA	TA	Y	192	0	0	0	0	0	NA	MnPrv	NA	0	4	2009	WD	Normal
531453010	1097	152000	20	RL	81	9672	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	SawyerW	Norm	Norm	1Fam	1Story	6	5	1984	1985	Hip	CompShg	HdBoard	Plywood	None	0	TA	TA	PConc	Gd	TA	No	GLQ	338	Unf	0	702	1040	GasA	TA	Y	SBrkr	1097	0	0	0	0	2	0	3	1	TA	6	Typ	0	NA	Attchd	1986	Unf	2	480	TA	TA	Y	0	0	0	0	0	0	NA	GdPrv	NA	0	5	2010	WD	Normal
531478010	1056	107000	20	RH	NA	8900	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	1Story	4	4	1966	1966	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	Rec	1056	Unf	0	0	1056	GasA	TA	Y	SBrkr	1056	0	0	1	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1966	Unf	1	384	TA	TA	Y	0	42	0	0	0	0	NA	MnPrv	NA	0	11	2006	WD	Normal
527366030	1874	220000	60	FV	NA	7500	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	RRNn	Norm	1Fam	2Story	8	5	2000	2001	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1058	1058	GasA	Ex	Y	SBrkr	1058	816	0	0	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	2000	Fin	2	588	TA	TA	Y	0	134	0	0	0	0	NA	NA	NA	0	3	2009	WD	Normal
535452140	732	118900	20	RL	60	7200	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1952	1952	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	Gd	No	ALQ	630	BLQ	102	0	732	GasA	TA	Y	SBrkr	732	0	0	1	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1952	Unf	1	240	TA	TA	Y	0	68	0	0	0	0	NA	NA	NA	0	9	2009	WD	Normal
535151160	1283	140000	20	RL	70	7763	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1962	1980	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	No	Rec	504	BLQ	108	319	931	GasA	TA	Y	SBrkr	1283	0	0	1	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1980	Unf	2	506	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	10	2008	WD	Normal
903429110	1944	179900	70	RM	68	9928	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2Story	7	8	1915	1994	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Gd	BrkTil	TA	TA	No	Unf	0	Unf	0	672	672	GasA	Fa	Y	SBrkr	1272	672	0	0	0	2	0	3	1	TA	8	Min2	0	NA	Detchd	1915	Unf	1	216	TA	TA	N	24	28	0	0	0	0	NA	NA	Shed	400	6	2009	WD	Normal
916455150	1922	282000	20	RL	80	11305	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	8	5	2002	2002	Hip	CompShg	VinylSd	VinylSd	BrkFace	886	Gd	TA	PConc	Gd	TA	Av	GLQ	1329	Unf	0	593	1922	GasA	Ex	Y	SBrkr	1922	0	0	1	0	2	0	2	1	Gd	6	Typ	1	Ex	Attchd	2002	Fin	3	692	TA	TA	Y	201	64	0	0	0	0	NA	NA	NA	0	4	2007	WD	Normal
909425180	1647	217500	20	RL	80	12984	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	1Story	5	6	1977	1977	Gable	CompShg	Plywood	Plywood	BrkFace	459	TA	TA	CBlock	Gd	TA	Mn	ALQ	1283	LwQ	147	0	1430	GasA	Ex	Y	SBrkr	1647	0	0	1	0	2	0	3	1	Gd	7	Typ	1	TA	Attchd	1977	Fin	2	621	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	3	2006	WD	Normal
528175050	1358	212500	120	RL	80	10307	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	7	5	2007	2008	Gable	CompShg	VinylSd	VinylSd	Stone	176	Gd	TA	PConc	Gd	TA	No	GLQ	876	Unf	0	474	1350	GasA	Ex	Y	SBrkr	1358	0	0	1	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2008	RFn	2	484	TA	TA	Y	192	26	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal
910205010	1656	126000	80	RM	75	6000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	SLvl	5	5	1967	1967	Hip	CompShg	HdBoard	Plywood	None	0	Fa	TA	CBlock	Gd	TA	Mn	Rec	257	Unf	0	367	624	GasA	Ex	Y	SBrkr	1092	564	0	0	0	1	1	3	1	TA	7	Mod	1	Po	Attchd	1967	Unf	1	288	TA	TA	Y	0	180	0	0	100	0	NA	MnPrv	NA	0	7	2008	WD	Normal
533206020	3005	280750	160	FV	32	2880	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	Twnhs	2Story	7	5	2004	2005	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1376	1376	GasA	Ex	Y	SBrkr	1376	1629	0	0	0	2	1	3	1	Gd	9	Mod	1	TA	BuiltIn	2004	Fin	3	704	TA	TA	Y	0	177	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal
902427040	1248	87000	50	RM	52	9439	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	5	5	1930	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	LwQ	324	Unf	0	588	912	GasA	Gd	Y	FuseA	912	336	0	0	0	1	0	2	1	TA	6	Typ	0	NA	Detchd	1957	Unf	1	160	Fa	Fa	Y	0	0	192	0	0	0	NA	NA	NA	0	3	2007	WD	Normal
528458070	1547	215200	60	FV	72	8640	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	7	5	2009	2009	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	Mn	GLQ	24	Unf	0	732	756	GasA	Ex	Y	SBrkr	764	783	0	0	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	2009	Unf	2	614	TA	TA	Y	169	45	0	0	0	0	NA	NA	NA	0	6	2010	Con	Normal
903401030	1716	162500	50	RL	60	9144	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	6	4	1915	2004	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	BrkTil	TA	TA	No	Unf	0	Unf	0	810	810	GasA	Ex	Y	SBrkr	1170	546	0	0	0	2	0	4	1	Gd	8	Typ	0	NA	Detchd	1970	Unf	2	672	TA	TA	Y	0	195	0	0	0	0	NA	NA	NA	0	3	2008	WD	Normal
909275040	1603	138000	70	RL	NA	9650	Pave	NA	IR1	HLS	AllPub	Corner	Gtl	Crawfor	Norm	Norm	1Fam	2Story	6	3	1923	1950	Hip	CompShg	Wd Sdng	Plywood	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	784	784	GasA	TA	Y	SBrkr	819	784	0	0	0	1	0	4	1	TA	7	Typ	1	Gd	Attchd	1980	Unf	2	599	TA	TA	Y	0	217	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal
527163130	1516	181316	60	RL	NA	8803	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	1994	1995	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	PConc	Gd	TA	No	GLQ	600	Unf	0	107	707	GasA	Gd	Y	SBrkr	707	809	0	1	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	1994	Fin	2	409	TA	TA	Y	0	46	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal
905200350	1138	148000	80	RL	88	15312	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	SLvl	6	5	1960	1960	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	54	TA	TA	CBlock	TA	TA	Av	BLQ	588	Unf	0	550	1138	GasA	Ex	Y	SBrkr	1138	0	0	0	1	1	0	3	1	TA	6	Typ	1	TA	Attchd	1960	RFn	2	480	TA	TA	Y	0	0	0	0	140	0	NA	MnPrv	NA	0	3	2009	COD	Normal
528363050	2063	315000	20	RL	NA	10750	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NoRidge	Norm	Norm	1Fam	1Story	8	5	1994	1995	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	634	Gd	TA	PConc	Gd	TA	Av	BLQ	236	GLQ	1526	262	2024	GasA	Ex	Y	SBrkr	2063	0	0	1	0	2	0	3	1	Gd	7	Typ	2	Gd	Attchd	1994	Fin	3	815	TA	TA	Y	182	56	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
903233140	854	132000	45	RM	51	6120	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	BrkSide	Norm	Norm	1Fam	1.5Unf	7	8	1929	2001	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	832	832	GasA	Ex	Y	FuseA	854	0	0	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1991	Unf	2	576	TA	TA	Y	48	112	0	0	0	0	NA	GdPrv	NA	0	7	2007	WD	Normal
905107070	1400	149500	60	RL	74	7844	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	2Story	6	7	1978	1978	Hip	CompShg	HdBoard	HdBoard	BrkFace	203	TA	TA	CBlock	TA	TA	No	ALQ	209	Unf	0	463	672	GasA	TA	Y	SBrkr	672	728	0	0	0	1	1	3	1	TA	6	Typ	1	TA	Attchd	1978	Fin	2	440	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	3	2006	WD	Normal
528240020	1720	183500	60	RL	62	8244	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	840	840	GasA	Ex	Y	SBrkr	840	880	0	0	0	2	1	3	1	Gd	7	Typ	1	Gd	Attchd	2004	Fin	2	440	TA	TA	Y	100	48	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal
906225180	1440	224500	90	RL	73	9069	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	Duplex	SFoyer	6	8	1993	1993	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	Gd	PConc	Gd	TA	Av	LwQ	261	GLQ	1083	0	1344	GasA	Gd	Y	SBrkr	1440	0	0	2	0	2	0	2	2	Gd	8	Typ	0	NA	Attchd	1993	Unf	4	920	TA	TA	Y	288	0	0	0	0	0	NA	NA	NA	0	4	2006	WD	Normal
528114010	1868	415000	20	RL	120	14780	Pave	NA	IR1	HLS	AllPub	Corner	Mod	NridgHt	Norm	Norm	1Fam	1Story	9	5	2005	2005	Hip	CompShg	VinylSd	VinylSd	BrkFace	568	Ex	TA	PConc	Ex	TA	Gd	GLQ	1505	Unf	0	363	1868	GasA	Ex	Y	SBrkr	1868	0	0	1	0	2	0	2	1	Ex	7	Typ	1	Gd	Attchd	2005	Fin	3	1085	TA	TA	Y	354	56	0	0	156	0	NA	NA	NA	0	6	2006	WD	Normal
907126030	990	155000	20	RL	65	9750	Pave	NA	Reg	Low	AllPub	Inside	Mod	CollgCr	Norm	Norm	1Fam	1Story	5	7	1994	1994	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	GLQ	722	Unf	0	268	990	GasA	Ex	Y	SBrkr	990	0	0	1	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1997	Unf	2	528	TA	TA	Y	168	0	0	0	0	0	NA	NA	NA	0	8	2008	WD	Normal
904100160	1271	135000	50	RL	115	21286	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1.5Fin	5	5	1948	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	720	720	GasA	TA	Y	SBrkr	720	551	0	0	0	2	0	4	1	TA	7	Typ	1	Gd	Attchd	1948	Unf	1	312	TA	TA	Y	0	0	108	0	0	0	NA	NA	NA	0	8	2008	WD	Normal
909254130	1646	164000	75	RL	53	7128	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	2.5Unf	7	5	1941	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	No	Rec	364	Unf	0	554	918	GasA	Gd	Y	SBrkr	918	728	0	0	0	2	0	4	1	TA	7	Typ	2	Gd	Detchd	1941	Unf	1	240	TA	TA	Y	0	0	0	0	126	0	NA	MnPrv	NA	0	8	2007	WD	Normal
535403030	952	128500	20	RL	66	8300	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	6	1968	1968	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	86	TA	TA	CBlock	TA	TA	Mn	Rec	952	Unf	0	0	952	GasA	Gd	Y	SBrkr	952	0	0	1	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1968	Unf	1	288	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal
907412010	1720	196500	60	RL	89	11645	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	860	860	GasA	Ex	Y	SBrkr	860	860	0	0	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	2004	RFn	2	565	TA	TA	Y	0	70	0	0	0	0	NA	NA	NA	0	8	2006	WD	Normal
903228080	1218	131000	50	RM	60	6000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	6	6	1941	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Gd	BrkTil	TA	Gd	No	ALQ	375	Unf	0	360	735	GasA	Ex	Y	SBrkr	869	349	0	0	1	1	0	3	1	TA	6	Typ	1	Gd	Detchd	2003	Unf	2	440	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	3	2007	WD	Normal
531452100	1217	151000	120	RL	50	7175	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	TwnhsE	1Story	6	5	1991	1991	Gable	CompShg	Plywood	Plywood	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	278	Unf	0	939	1217	GasA	Gd	Y	SBrkr	1217	0	0	0	0	2	0	2	1	Gd	5	Typ	0	NA	Attchd	1991	RFn	2	484	TA	TA	Y	0	64	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal
526302030	1293	149900	20	RL	NA	11027	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	5	1954	1954	Hip	CompShg	Wd Sdng	Wd Sdng	Stone	28	TA	TA	CBlock	TA	TA	No	BLQ	468	Rec	539	171	1178	GasA	Gd	Y	SBrkr	1293	0	0	1	0	2	0	2	1	TA	5	Typ	0	NA	Attchd	1954	RFn	2	452	TA	TA	Y	280	0	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal
902106090	1428	139900	70	RM	58	6451	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2Story	7	7	1900	1970	Gable	CompShg	AsbShng	Wd Sdng	None	0	TA	TA	Stone	TA	TA	No	Rec	208	Unf	0	504	712	GasA	Gd	Y	SBrkr	848	580	0	1	0	1	0	4	1	TA	7	Typ	0	NA	Detchd	1985	Fin	2	576	TA	TA	Y	264	0	84	0	0	0	NA	NA	NA	0	5	2006	WD	Normal
532353120	894	120750	20	RL	64	6285	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	5	1977	1977	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	Gd	TA	No	LwQ	138	Rec	351	405	894	GasA	TA	Y	SBrkr	894	0	0	1	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1979	Unf	1	308	TA	TA	Y	192	0	0	0	0	0	NA	NA	NA	0	3	2007	WD	Normal
535453070	1246	154000	20	RL	75	7500	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1959	1994	Hip	CompShg	BrkFace	BrkFace	None	0	TA	TA	CBlock	TA	TA	No	LwQ	340	Rec	906	0	1246	GasA	Ex	Y	SBrkr	1246	0	0	1	0	1	1	3	1	Gd	6	Typ	0	NA	Attchd	1959	RFn	1	305	TA	TA	Y	218	0	0	0	0	0	NA	GdPrv	NA	0	5	2010	WD	Normal
534252110	1422	139900	20	RL	NA	12342	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1960	1978	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	978	978	GasA	TA	Y	SBrkr	1422	0	0	0	0	1	0	3	1	TA	6	Min1	1	TA	Attchd	1960	RFn	1	286	TA	TA	Y	0	0	36	0	0	0	NA	GdWo	Shed	600	8	2007	WD	Normal
535327230	1764	100000	20	RL	71	8838	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	3	1957	1982	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	NA	NA	NA	NA	0	NA	0	0	0	GasA	Gd	Y	SBrkr	1764	0	0	0	0	2	1	4	1	TA	7	Maj2	1	TA	Attchd	1957	Fin	1	301	TA	TA	Y	0	72	0	0	0	0	NA	NA	NA	0	10	2008	WD	Normal
905425125	2358	240000	50	RL	75	45600	Pave	NA	IR2	Bnk	AllPub	Inside	Gtl	ClearCr	Norm	Norm	1Fam	1.5Fin	6	8	1908	1997	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	907	907	GasA	TA	Y	SBrkr	1307	1051	0	0	0	3	0	5	1	TA	10	Typ	1	Gd	Detchd	1908	Unf	2	360	Fa	TA	Y	486	40	0	0	175	0	NA	NA	NA	0	9	2008	WD	Normal
908103280	1127	135000	20	RL	65	6500	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	6	6	1976	1976	Hip	CompShg	HdBoard	Plywood	BrkFace	84	TA	TA	CBlock	TA	Ex	No	BLQ	1033	Unf	0	94	1127	GasA	TA	Y	SBrkr	1127	0	0	0	1	1	1	3	1	TA	6	Typ	1	Po	Detchd	1991	Unf	2	480	TA	TA	Y	0	0	138	0	0	0	NA	NA	NA	0	5	2008	WD	Normal
528221060	1484	174000	60	RL	149	12589	Pave	NA	IR2	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	742	742	GasA	Ex	Y	SBrkr	742	742	0	0	0	2	1	3	1	Gd	8	Typ	1	Gd	Attchd	2005	Fin	2	390	TA	TA	Y	36	24	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
921128020	2018	378500	20	RL	89	13214	Pave	NA	IR1	HLS	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	9	5	2008	2009	Hip	CompShg	Stucco	CmentBd	None	0	Ex	TA	PConc	Ex	TA	Gd	Unf	0	Unf	0	2002	2002	GasA	Ex	Y	SBrkr	2018	0	0	0	0	2	0	3	1	Ex	10	Typ	1	Gd	Attchd	2009	Fin	3	746	TA	TA	Y	144	76	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal
528174040	1362	207000	120	RL	41	6289	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	6	5	2005	2006	Gable	CompShg	VinylSd	VinylSd	Stone	256	Gd	TA	PConc	Gd	TA	Av	ALQ	762	Unf	0	600	1362	GasA	Ex	Y	SBrkr	1362	0	0	1	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2005	RFn	2	460	TA	TA	Y	192	28	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal
909256010	1465	131000	50	RL	84	10164	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	SWISU	Norm	Norm	1Fam	1.5Fin	5	5	1939	1950	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	Fa	Av	LwQ	646	Unf	0	346	992	GasA	Fa	Y	SBrkr	992	473	0	0	0	2	0	3	1	TA	6	Typ	2	TA	Detchd	1939	Unf	1	240	TA	TA	Y	0	126	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal
533212060	1236	152000	160	FV	24	2544	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	Twnhs	2Story	6	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	BrkFace	216	Gd	TA	PConc	Gd	TA	No	GLQ	376	Unf	0	224	600	GasA	Ex	Y	SBrkr	600	636	0	1	0	2	1	2	1	Gd	4	Typ	0	NA	Detchd	2005	RFn	2	480	TA	TA	Y	0	166	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal
908204180	1152	61500	90	RL	74	6882	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Edwards	Norm	Norm	Duplex	1Story	4	3	1955	1955	Gable	CompShg	AsbShng	Plywood	BrkCmn	128	TA	TA	PConc	NA	NA	NA	NA	0	NA	0	0	0	GasA	TA	N	SBrkr	1152	0	0	0	0	2	0	2	2	Fa	6	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	0	0	0	0	0	NA	NA	NA	0	9	2007	WD	Normal
533223100	1080	147110	160	FV	NA	2403	Pave	NA	IR1	Lvl	AllPub	FR2	Gtl	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	244	Unf	0	286	530	GasA	Ex	Y	SBrkr	530	550	0	0	0	2	1	2	1	Gd	4	Typ	0	NA	Attchd	2003	RFn	2	496	TA	TA	Y	0	50	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal
909176180	1551	137000	50	RL	60	10890	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SWISU	Norm	Norm	1Fam	1.5Fin	5	5	1938	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	Fa	TA	No	LwQ	930	Unf	0	128	1058	GasA	TA	Y	SBrkr	1058	493	0	1	0	2	0	3	1	Fa	6	Typ	0	NA	Detchd	1938	Unf	1	240	Fa	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	7	2006	WD	Normal
903475040	1382	128500	50	RM	NA	12358	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	OldTown	Feedr	Norm	1Fam	1.5Fin	5	6	1941	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	360	Unf	0	360	720	GasA	TA	Y	SBrkr	854	0	528	0	0	1	1	2	1	TA	7	Typ	0	NA	Detchd	1991	Unf	2	660	TA	TA	Y	237	0	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal
535426195	1600	207500	20	RL	47	16321	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1957	1997	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	Gd	BLQ	1277	Unf	0	207	1484	GasA	TA	Y	SBrkr	1600	0	0	1	0	1	0	2	1	TA	6	Typ	2	Gd	Attchd	1957	RFn	1	319	TA	TA	Y	288	258	0	0	0	0	NA	NA	NA	0	12	2006	WD	Normal
905103040	1683	172500	60	RL	70	11184	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	2Story	6	5	1978	1978	Hip	CompShg	HdBoard	HdBoard	BrkFace	92	TA	TA	CBlock	TA	TA	No	LwQ	226	Rec	500	192	918	GasA	Gd	Y	SBrkr	918	765	0	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1978	RFn	2	440	TA	TA	Y	243	0	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal
528110100	2643	380000	60	RL	105	13693	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	9	5	2006	2006	Hip	CompShg	VinylSd	VinylSd	BrkFace	772	Ex	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	2153	2153	GasA	Ex	Y	SBrkr	2069	574	0	0	0	2	1	3	1	Ex	9	Typ	1	Gd	BuiltIn	2006	Fin	3	694	TA	TA	Y	414	84	0	0	0	0	NA	NA	NA	0	3	2007	WD	Normal
534431030	1043	137000	20	RL	68	9724	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1947	1950	Hip	CompShg	BrkFace	BrkFace	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	938	938	GasA	Ex	Y	SBrkr	1043	0	0	0	0	1	0	2	1	TA	5	Typ	1	Gd	Detchd	1947	Unf	1	273	TA	TA	Y	125	48	0	0	0	0	NA	GdWo	NA	0	5	2006	WD	Normal
905300010	810	130000	85	RL	72	10820	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Sawyer	Feedr	Norm	1Fam	SFoyer	5	7	1971	1972	Gable	CompShg	HdBoard	HdBoard	BrkFace	153	TA	TA	PConc	Gd	TA	Av	GLQ	535	Rec	159	88	782	GasA	Ex	Y	SBrkr	810	0	0	1	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1973	Unf	2	576	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	6	2006	WD	Normal
914474070	1961	215000	60	RL	71	12209	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Mitchel	Norm	Norm	1Fam	2Story	6	5	2001	2002	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Ex	TA	No	ALQ	690	Unf	0	114	804	GasA	Ex	Y	SBrkr	804	1157	0	1	0	2	1	3	1	Gd	7	Typ	1	TA	BuiltIn	2001	Fin	2	560	TA	TA	Y	125	192	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
534428100	1118	153000	20	RL	NA	11332	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1960	2000	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	BLQ	528	Unf	0	590	1118	GasA	Ex	Y	SBrkr	1118	0	0	1	0	1	0	3	1	Gd	6	Typ	0	NA	Attchd	1960	RFn	1	264	TA	TA	Y	290	0	0	0	0	0	NA	MnPrv	NA	0	8	2008	WD	Normal
533350050	1842	385000	20	RL	68	50271	Pave	NA	IR1	Low	AllPub	Inside	Gtl	Veenker	Norm	Norm	1Fam	1Story	9	5	1981	1987	Gable	WdShngl	WdShing	Wd Shng	None	0	Gd	TA	CBlock	Ex	TA	Gd	GLQ	1810	Unf	0	32	1842	GasA	Gd	Y	SBrkr	1842	0	0	2	0	0	1	0	1	Gd	5	Typ	1	Gd	Attchd	1981	Fin	3	894	TA	TA	Y	857	72	0	0	0	0	NA	NA	NA	0	11	2006	WD	Normal
908188130	1709	130000	160	RM	24	2522	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	Twnhs	2Story	6	5	2004	2006	Gable	CompShg	VinylSd	VinylSd	Stone	50	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	970	970	GasA	Ex	Y	SBrkr	970	739	0	0	0	2	0	3	1	Gd	7	Maj1	0	NA	Detchd	2004	Unf	2	380	TA	TA	Y	0	40	0	0	0	0	NA	NA	NA	0	4	2006	WD	Normal
534453150	1252	127000	50	RL	92	7438	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	BrkSide	RRAn	Feedr	1Fam	1.5Fin	5	8	1908	1991	Gable	CompShg	AsbShng	Plywood	None	0	TA	TA	PConc	Fa	TA	No	Unf	0	Unf	0	504	504	GasA	Gd	Y	SBrkr	936	316	0	0	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1986	Unf	2	576	TA	TA	Y	104	0	0	0	0	0	NA	MnPrv	NA	0	6	2006	WD	Normal
528458120	1959	270000	60	FV	75	9000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	8	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	1088	1088	GasA	Ex	Y	SBrkr	1088	871	0	0	0	2	1	3	1	Gd	8	Typ	1	Gd	Attchd	2006	RFn	3	1025	TA	TA	Y	208	46	0	0	0	0	NA	NA	NA	0	12	2007	WD	Normal
535179050	1092	141000	20	RL	69	14850	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1957	1957	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Rec	895	Unf	0	197	1092	GasA	TA	Y	FuseA	1092	0	0	1	0	1	0	2	1	TA	6	Typ	1	TA	Attchd	1957	Fin	1	299	TA	TA	Y	268	0	0	0	122	0	NA	MnWw	NA	0	5	2006	WD	Normal
527302185	2064	235000	20	RL	56	18559	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NWAmes	Norm	Norm	1Fam	1Story	7	5	1978	1978	Hip	CompShg	Plywood	Plywood	BrkFace	383	Gd	Gd	CBlock	Gd	TA	No	GLQ	1206	Rec	186	656	2048	GasA	TA	Y	SBrkr	2064	0	0	1	0	2	0	3	1	Gd	7	Typ	2	Fa	Attchd	1978	Fin	2	550	TA	TA	Y	200	0	0	0	0	0	NA	NA	NA	0	8	2008	WD	Normal
534128190	2640	256900	60	RL	80	10400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	PosA	Norm	1Fam	2Story	6	7	1967	1997	Gable	CompShg	MetalSd	MetalSd	BrkFace	256	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	932	932	GasA	Gd	Y	SBrkr	1271	1369	0	0	0	2	1	5	1	Gd	8	Typ	1	TA	Attchd	1967	RFn	2	515	TA	TA	Y	0	120	0	0	168	0	NA	NA	NA	0	5	2009	WD	Normal
916176125	2036	375000	20	RL	150	215245	Pave	NA	IR3	Low	AllPub	Inside	Sev	Timber	Norm	Norm	1Fam	1Story	7	5	1965	1965	Hip	CompShg	BrkFace	BrkFace	None	0	TA	TA	CBlock	Gd	TA	Gd	ALQ	1236	Rec	820	80	2136	GasW	TA	Y	SBrkr	2036	0	0	2	0	2	0	3	1	TA	8	Typ	2	Gd	Attchd	1965	RFn	2	513	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
903454090	1375	141000	50	RM	50	9000	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1.5Fin	6	6	1937	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Gd	PConc	TA	TA	No	Unf	0	Unf	0	780	780	GasA	TA	Y	SBrkr	780	595	0	0	0	1	1	3	1	Gd	6	Typ	1	Gd	Detchd	1979	Unf	1	544	TA	TA	P	0	162	0	0	126	0	NA	NA	NA	0	12	2007	WD	Normal
535457010	1116	160000	20	RL	87	10000	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	6	1962	1962	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	261	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1116	1116	GasA	TA	Y	SBrkr	1116	0	0	0	0	1	1	3	1	TA	5	Typ	0	NA	Attchd	1962	Unf	2	440	TA	TA	Y	0	0	0	0	385	0	NA	NA	NA	0	2	2010	WD	Normal
916460060	1675	195000	20	RL	NA	7915	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	6	5	1999	2000	Hip	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Ex	TA	Mn	GLQ	1223	Unf	0	443	1666	GasA	Ex	Y	SBrkr	1675	0	0	1	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	1999	RFn	2	435	TA	TA	Y	165	52	0	0	0	0	NA	NA	NA	0	12	2008	WD	Normal
528431050	1636	255000	20	RL	116	13501	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Somerst	Norm	Norm	1Fam	1Story	8	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	Stone	208	Gd	TA	PConc	Gd	TA	No	GLQ	63	Unf	0	1560	1623	GasA	Ex	Y	SBrkr	1636	0	0	1	0	2	0	3	1	Gd	8	Typ	1	Gd	Attchd	2006	RFn	3	865	TA	TA	Y	0	60	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal
527110020	1474	168500	80	RL	NA	8530	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	SLvl	7	5	1995	1996	Gable	CompShg	HdBoard	HdBoard	BrkFace	22	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	384	384	GasA	Gd	Y	SBrkr	804	670	0	0	0	2	1	3	1	TA	7	Typ	1	TA	BuiltIn	1995	Fin	2	400	TA	TA	Y	120	72	0	0	0	0	NA	NA	Shed	700	5	2009	WD	Normal
527402250	1078	149900	20	RL	NA	12537	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1971	2008	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	GLQ	734	Unf	0	344	1078	GasA	Ex	Y	SBrkr	1078	0	0	1	0	1	1	3	1	TA	6	Typ	1	Fa	Attchd	1971	Fin	2	500	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal
535451040	988	119000	20	RL	60	7200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1950	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	BLQ	534	Rec	96	246	876	GasA	TA	Y	SBrkr	988	0	0	0	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1950	Unf	1	276	TA	TA	Y	0	80	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal
905452050	672	113000	30	RL	50	9340	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	4	6	1941	1950	Hip	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	344	Unf	0	328	672	GasA	TA	Y	SBrkr	672	0	0	1	0	1	0	2	1	TA	4	Typ	0	NA	Attchd	1941	Unf	1	234	TA	TA	N	0	113	0	0	0	0	NA	NA	NA	0	8	2009	WD	Normal
903225090	1664	159000	50	RM	50	5000	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	BrkSide	Feedr	Norm	1Fam	1.5Fin	6	7	1947	1950	Gable	CompShg	CemntBd	CmentBd	None	0	TA	Gd	CBlock	TA	TA	No	ALQ	399	Unf	0	605	1004	GasA	Ex	Y	SBrkr	1004	660	0	0	0	2	0	3	1	TA	7	Typ	2	Gd	Detchd	1950	Unf	2	420	TA	TA	Y	0	24	36	0	0	0	NA	NA	NA	0	10	2006	WD	Normal
531363010	1218	159000	20	RL	80	9605	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	SawyerW	Norm	Norm	1Fam	1Story	7	6	2007	2007	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1218	1218	GasA	Ex	Y	SBrkr	1218	0	0	0	0	1	1	3	1	Gd	6	Typ	0	NA	Detchd	2007	RFn	2	576	TA	TA	Y	0	178	0	0	0	0	NA	NA	NA	0	4	2009	WD	Normal
923205025	1622	168000	190	RL	NA	32463	Pave	NA	Reg	Low	AllPub	Inside	Mod	Mitchel	Norm	Norm	2fmCon	1Story	4	4	1961	1975	Gable	CompShg	MetalSd	MetalSd	Stone	149	TA	Gd	CBlock	TA	TA	Av	BLQ	1159	Unf	0	90	1249	GasA	Ex	Y	SBrkr	1622	0	0	1	0	1	0	3	1	TA	7	Typ	1	TA	2Types	1975	Fin	4	1356	TA	TA	Y	439	0	0	0	0	0	NA	NA	NA	0	3	2007	WD	Normal
532377060	900	122000	20	RL	NA	9819	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	5	1967	1967	Gable	CompShg	MetalSd	MetalSd	BrkFace	31	TA	Gd	CBlock	TA	TA	No	BLQ	450	Unf	0	432	882	GasA	TA	Y	SBrkr	900	0	0	0	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1970	Unf	1	280	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	2	2010	WD	Normal
902109160	1740	122250	50	RM	81	7308	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Artery	Norm	1Fam	1.5Fin	5	5	1920	1950	Gable	CompShg	WdShing	Wd Shng	None	0	Fa	Fa	BrkTil	TA	TA	No	Rec	360	Unf	0	576	936	GasA	Gd	N	FuseA	960	780	0	0	0	1	0	2	1	Ex	6	Typ	1	Gd	Detchd	1920	Unf	1	225	Fa	Fa	N	0	0	236	0	0	0	NA	NA	NA	0	6	2008	WD	Normal
902128075	1027	120000	30	RM	60	5400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	7	6	1920	2006	Gable	CompShg	Stucco	Stucco	None	0	Gd	TA	CBlock	TA	TA	No	Unf	0	Unf	0	931	931	GasA	TA	Y	SBrkr	1027	0	0	0	1	1	0	2	1	Gd	5	Typ	1	TA	NA	NA	NA	0	0	NA	NA	N	0	28	0	0	0	0	NA	NA	NA	0	2	2008	WD	Normal
528178070	2649	421250	60	RL	130	16900	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	8	5	2001	2002	Gable	CompShg	VinylSd	VinylSd	BrkFace	1110	Gd	TA	PConc	Ex	TA	Mn	GLQ	1075	Unf	0	404	1479	GasA	Ex	Y	SBrkr	1515	1134	0	1	0	2	1	4	1	Gd	10	Typ	1	TA	Attchd	2001	Fin	3	746	TA	TA	Y	0	60	0	0	0	0	NA	NA	NA	0	1	2008	WD	Normal
903225160	1290	106900	70	RM	59	5870	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	BrkSide	Feedr	Feedr	1Fam	2Story	6	9	1900	2000	Gable	CompShg	HdBoard	HdBoard	None	0	TA	Gd	BrkTil	TA	TA	No	Unf	0	Unf	0	554	554	GasA	Ex	Y	SBrkr	736	554	0	0	0	1	1	3	1	TA	6	Typ	0	NA	Detchd	1926	Unf	1	200	Fa	TA	Y	38	112	0	0	0	0	NA	MnPrv	Shed	400	4	2008	WD	Normal
910201110	1123	100000	50	RM	50	6060	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1.5Fin	4	5	1939	1950	Gable	CompShg	AsbShng	AsbShng	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	732	732	GasA	Gd	Y	SBrkr	772	351	0	0	0	1	0	3	1	TA	4	Typ	0	NA	Detchd	1979	Unf	1	264	TA	TA	P	0	0	140	0	0	0	NA	MnPrv	NA	0	6	2007	WD	Normal
535325400	985	105000	30	RL	65	7898	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	7	1920	1994	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	576	576	GasA	Gd	Y	SBrkr	985	0	0	0	1	1	0	2	1	TA	4	Typ	0	NA	Detchd	1989	Unf	2	676	TA	TA	N	0	0	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal
535150070	1738	104900	50	RL	NA	12513	Pave	NA	IR1	Lvl	AllPub	FR2	Gtl	NAmes	Feedr	Norm	1Fam	1.5Fin	4	4	1920	2007	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	BrkTil	TA	Fa	No	Unf	0	Unf	0	715	715	GasA	Gd	Y	SBrkr	1281	457	0	0	0	2	0	4	1	TA	7	Typ	1	Gd	Attchd	1920	Unf	1	368	TA	TA	Y	55	0	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
533254100	1855	187000	80	RL	80	9600	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	Veenker	Feedr	Norm	1Fam	SLvl	6	7	1976	1994	Hip	CompShg	Plywood	Plywood	BrkFace	360	Gd	Gd	CBlock	TA	TA	No	Unf	0	Unf	0	528	528	GasA	Ex	Y	SBrkr	1094	761	0	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1976	RFn	2	512	TA	TA	Y	113	100	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal
533254130	1262	181500	20	RL	80	9600	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	Veenker	Feedr	Norm	1Fam	1Story	6	8	1976	1976	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	Gd	TA	Gd	ALQ	978	Unf	0	284	1262	GasA	Ex	Y	SBrkr	1262	0	0	0	1	2	0	3	1	TA	6	Typ	1	TA	Attchd	1976	RFn	2	460	TA	TA	Y	298	0	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal
907194110	1430	187100	20	RL	67	16285	Pave	NA	IR2	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2001	2002	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1413	1413	GasA	Ex	Y	SBrkr	1430	0	0	0	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2001	RFn	2	605	TA	TA	Y	0	33	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
532477030	1430	192000	20	RL	95	19508	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Veenker	Norm	Norm	1Fam	1Story	6	5	1974	1974	Gable	CompShg	HdBoard	ImStucc	BrkFace	144	TA	TA	CBlock	TA	TA	Av	ALQ	800	Unf	0	630	1430	GasA	TA	Y	SBrkr	1430	0	0	0	1	2	0	3	1	TA	6	Typ	2	TA	Attchd	1974	Unf	2	484	TA	TA	Y	117	108	165	0	0	0	NA	NA	NA	0	7	2008	WD	Normal
534102025	1492	230000	20	FV	80	8000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	7	5	2002	2002	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	833	Unf	0	659	1492	GasA	Ex	Y	SBrkr	1492	0	0	1	0	2	0	3	1	Gd	6	Typ	1	Gd	Attchd	2002	RFn	2	596	TA	TA	Y	277	137	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal
905452160	1172	128000	20	RL	75	9525	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	5	7	1954	1998	Gable	CompShg	WdShing	Wd Shng	None	0	TA	TA	CBlock	TA	TA	Av	BLQ	954	Unf	0	218	1172	GasA	TA	Y	SBrkr	1172	0	0	1	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1954	Fin	1	366	TA	TA	Y	240	0	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal
533208050	1247	197000	120	FV	37	3316	Pave	Pave	IR1	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	TwnhsE	1Story	8	5	2005	2005	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	1039	Unf	0	208	1247	GasA	Ex	Y	SBrkr	1247	0	0	1	0	1	1	1	1	Gd	4	Typ	1	Gd	Attchd	2005	Fin	2	550	TA	TA	Y	0	84	0	0	0	0	NA	NA	NA	0	4	2006	WD	Normal
905427030	3672	415000	75	RL	60	19800	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	2.5Unf	6	8	1935	1990	Gable	CompShg	BrkFace	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Rec	425	Unf	0	1411	1836	GasA	Gd	Y	SBrkr	1836	1836	0	0	0	3	1	5	1	Gd	7	Typ	2	Gd	Detchd	1993	Unf	2	836	TA	TA	Y	684	80	32	0	0	0	NA	NA	NA	0	12	2006	WD	Normal
535301010	943	135960	90	RL	NA	7032	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	Duplex	SFoyer	5	5	1979	1979	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	Gd	TA	Gd	GLQ	943	Unf	0	0	943	GasA	TA	Y	SBrkr	943	0	0	1	0	1	0	2	1	TA	4	Typ	2	TA	Detchd	1979	Unf	2	600	TA	TA	Y	42	0	0	0	0	0	NA	NA	NA	0	12	2006	WD	Normal
909280030	2057	250000	50	RL	86	11500	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	1.5Fin	7	7	1936	1987	Gable	CompShg	BrkFace	BrkFace	None	0	Gd	TA	CBlock	Gd	TA	No	Rec	223	Unf	0	794	1017	GasA	Gd	Y	SBrkr	1020	1037	0	0	0	1	1	3	1	Gd	6	Typ	1	Gd	Attchd	1936	Fin	1	180	Fa	TA	Y	0	0	0	0	322	0	NA	NA	NA	0	6	2006	WD	Normal
528116010	1782	296000	20	RL	129	16870	Pave	NA	IR1	Lvl	AllPub	FR3	Gtl	NridgHt	Norm	Norm	1Fam	1Story	8	5	2004	2005	Hip	CompShg	VinylSd	VinylSd	BrkFace	238	Gd	TA	PConc	Ex	TA	Gd	GLQ	1531	Unf	0	251	1782	GasA	Ex	Y	SBrkr	1782	0	0	1	0	2	0	3	1	Gd	7	Typ	2	Gd	Attchd	2004	Fin	3	932	TA	TA	Y	99	82	0	0	0	0	NA	NA	NA	0	4	2009	WD	Normal
907252210	1788	236500	20	RL	NA	11838	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	8	5	2001	2001	Hip	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	1753	1753	GasA	Ex	Y	SBrkr	1788	0	0	0	0	2	0	3	1	Ex	7	Typ	1	TA	Attchd	2001	RFn	2	522	TA	TA	Y	202	151	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
909475020	1844	223000	20	RL	NA	16381	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	1Story	6	5	1969	1969	Gable	CompShg	Plywood	Plywood	BrkFace	312	Gd	Gd	CBlock	TA	TA	Av	Rec	1110	Unf	0	734	1844	GasA	Gd	Y	SBrkr	1844	0	0	1	0	2	0	3	1	Gd	7	Typ	1	TA	Attchd	1969	RFn	2	540	TA	TA	Y	0	73	216	0	0	0	NA	NA	NA	0	12	2006	WD	Normal
907253110	2161	230500	60	RL	NA	10400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2001	2001	Gable	CompShg	VinylSd	VinylSd	BrkFace	227	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1257	1257	GasA	Ex	Y	SBrkr	1290	871	0	0	0	2	1	3	1	Gd	8	Typ	1	TA	Attchd	2001	RFn	2	570	TA	TA	Y	0	84	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal
535325280	1360	130000	80	RL	60	7134	Pave	NA	Reg	Bnk	AllPub	Inside	Mod	NAmes	Norm	Norm	1Fam	SLvl	5	5	1955	1955	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	ALQ	384	Unf	0	0	384	GasA	TA	Y	SBrkr	1360	0	0	0	0	1	0	3	1	TA	6	Min1	1	TA	Detchd	1962	Unf	2	572	TA	TA	Y	0	50	0	0	0	0	NA	MnPrv	NA	0	2	2007	WD	Normal
532378240	902	125500	20	RL	NA	6173	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	6	1967	1967	Gable	CompShg	HdBoard	Wd Sdng	BrkFace	75	TA	TA	CBlock	TA	TA	No	GLQ	599	Unf	0	277	876	GasA	TA	Y	SBrkr	902	0	0	0	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1967	Unf	1	288	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	8	2007	WD	Normal
908102260	1256	147500	20	RL	75	9937	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	5	6	1965	1965	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	CBlock	TA	TA	No	BLQ	830	LwQ	290	136	1256	GasA	Gd	Y	SBrkr	1256	0	0	1	0	1	1	3	1	TA	6	Typ	0	NA	Attchd	1965	Fin	1	276	TA	TA	Y	736	68	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal
908226180	774	79000	30	RH	70	4270	Pave	NA	Reg	Bnk	AllPub	Inside	Mod	Edwards	Norm	Norm	1Fam	1Story	3	6	1931	2006	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	Rec	544	Unf	0	0	544	GasA	Ex	Y	SBrkr	774	0	0	0	0	1	0	3	1	Gd	6	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	0	286	0	0	0	NA	NA	NA	0	5	2007	WD	Normal
527451540	987	97000	160	RM	21	1680	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	Twnhs	2Story	6	6	1972	1972	Gable	CompShg	HdBoard	HdBoard	BrkFace	425	TA	TA	CBlock	TA	TA	No	Rec	110	LwQ	294	79	483	GasA	TA	Y	SBrkr	483	504	0	1	0	1	1	2	1	TA	5	Typ	0	NA	Detchd	1972	Unf	1	288	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal
903455090	1360	125500	50	RM	60	7200	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	IDOTRR	Norm	Norm	1Fam	1.5Fin	5	6	1938	1995	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	803	803	GasA	Ex	Y	SBrkr	803	557	0	0	0	1	1	2	1	Gd	6	Typ	0	NA	Detchd	1951	Unf	1	297	TA	TA	Y	0	65	190	0	0	0	NA	MnPrv	NA	0	7	2006	WD	Normal
535300120	1382	176000	80	RL	120	19296	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Artery	Norm	1Fam	SLvl	6	5	1962	1962	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	399	TA	TA	CBlock	TA	TA	Gd	Rec	672	ALQ	690	0	1362	GasA	TA	Y	SBrkr	1382	0	0	1	0	1	0	3	1	TA	6	Typ	1	TA	Attchd	1991	Unf	2	884	TA	TA	Y	0	0	252	0	0	0	NA	GdWo	NA	0	5	2009	WD	Normal
910203250	540	82000	30	RM	58	8154	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1Story	2	5	1941	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	BLQ	480	Unf	0	0	480	GasA	TA	Y	SBrkr	540	0	0	0	0	1	0	1	1	TA	4	Typ	0	NA	Detchd	1951	Unf	1	200	Fa	Fa	N	0	0	0	0	0	0	NA	NA	NA	0	4	2010	ConLw	Normal
903228070	1142	93000	50	RM	60	6000	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	5	5	1924	1950	Gable	CompShg	Stucco	Stucco	BrkFace	444	TA	TA	BrkTil	TA	TA	No	Rec	220	Unf	0	248	468	GasA	Gd	Y	SBrkr	822	320	0	0	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1924	Fin	1	320	TA	TA	Y	0	0	98	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
535451250	1904	138000	50	RL	60	7200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1.5Fin	5	4	1950	1982	Gable	CompShg	VinylSd	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Rec	180	BLQ	352	676	1208	GasA	Gd	Y	FuseA	1136	768	0	1	0	1	1	3	1	TA	7	Min1	0	NA	Attchd	1950	Unf	1	240	TA	TA	Y	0	0	168	0	0	0	NA	GdPrv	NA	0	5	2009	WD	Normal
908152270	1132	176000	20	RL	60	7024	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	4	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	GLQ	1024	Unf	0	108	1132	GasA	Ex	Y	SBrkr	1132	0	0	1	0	1	1	2	1	Gd	5	Typ	0	NA	Attchd	2005	Fin	2	451	TA	TA	Y	252	64	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal
909452050	1982	208000	80	RL	NA	13607	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	SLvl	6	6	1986	1986	Gable	CompShg	VinylSd	VinylSd	BrkFace	242	TA	Gd	CBlock	TA	TA	No	ALQ	454	Unf	0	118	572	GasA	Gd	Y	SBrkr	1182	800	0	1	0	2	1	3	1	TA	6	Typ	1	TA	BuiltIn	1986	Fin	2	501	TA	TA	Y	400	112	0	0	0	0	NA	NA	Shed	1500	4	2009	WD	Normal
532354160	864	141000	20	RL	NA	8499	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Sawyer	Feedr	Norm	1Fam	1Story	5	6	1961	1961	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	GLQ	660	Unf	0	204	864	GasA	Ex	Y	SBrkr	864	0	0	1	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1982	Unf	2	732	TA	TA	Y	0	312	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
531453100	1400	162000	60	RL	NA	10274	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	SawyerW	Norm	Norm	1Fam	2Story	6	7	1986	1986	Gable	CompShg	VinylSd	VinylSd	BrkFace	141	TA	Gd	CBlock	Gd	TA	No	Rec	331	Unf	0	345	676	GasA	TA	Y	SBrkr	698	702	0	0	0	2	1	3	1	TA	6	Typ	0	NA	Attchd	1986	RFn	2	465	TA	TA	Y	0	48	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal
527328050	1177	151500	20	RL	79	11850	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	NWAmes	Norm	Norm	1Fam	1Story	6	6	1984	1984	Gable	CompShg	Plywood	Plywood	BrkFace	98	TA	TA	CBlock	Gd	TA	No	ALQ	781	Unf	0	372	1153	GasA	TA	Y	SBrkr	1177	0	0	0	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	1984	Fin	2	495	TA	TA	Y	204	103	0	0	0	0	NA	MnPrv	NA	0	8	2007	WD	Normal
907418010	1564	218836	20	RL	85	11058	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	6	2007	2007	Gable	CompShg	VinylSd	VinylSd	Stone	212	Gd	TA	PConc	Gd	TA	No	GLQ	56	Unf	0	1508	1564	GasA	Ex	Y	SBrkr	1564	0	0	0	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2007	RFn	3	814	TA	TA	Y	0	24	0	0	0	0	NA	NA	NA	0	2	2008	WD	Normal
528344020	2582	322500	60	RL	74	11002	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1998	1999	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	1048	Unf	0	341	1389	GasA	Ex	Y	SBrkr	1411	1171	0	1	0	2	1	4	1	Gd	9	Typ	1	TA	Attchd	1998	Fin	3	758	TA	TA	Y	286	60	0	0	0	0	NA	NA	NA	0	1	2007	WD	Normal
532353180	1212	151000	80	RL	88	8471	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Sawyer	Norm	Norm	1Fam	SLvl	6	7	1977	1995	Gable	CompShg	HdBoard	Plywood	BrkFace	46	TA	TA	CBlock	Gd	Gd	Av	ALQ	506	Unf	0	0	506	GasA	TA	Y	SBrkr	1212	0	0	1	0	1	0	3	1	TA	6	Typ	1	TA	Attchd	1978	Unf	2	492	TA	TA	Y	292	12	0	0	0	0	NA	GdWo	NA	0	7	2006	WD	Normal
902106070	1296	127500	50	RM	50	6000	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	6	6	1927	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	Rec	276	Unf	0	569	845	GasA	TA	Y	SBrkr	866	430	0	0	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1980	Unf	2	576	TA	TA	Y	0	0	175	0	0	0	NA	NA	NA	0	7	2007	WD	Normal
528221050	1326	203000	20	RL	88	12216	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	1Story	6	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	Av	GLQ	918	Unf	0	408	1326	GasA	Ex	Y	SBrkr	1326	0	0	1	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2005	Fin	2	388	TA	TA	Y	120	23	0	0	0	0	NA	NA	Shed	2000	6	2007	WD	Normal
534479300	936	121000	20	RL	82	9888	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1954	1975	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	No	BLQ	486	Unf	0	450	936	GasA	TA	Y	FuseA	936	0	0	0	0	1	0	2	1	TA	5	Typ	0	NA	Attchd	1954	Unf	1	240	TA	TA	Y	0	0	160	0	0	0	NA	MnPrv	NA	0	3	2006	WD	Normal
906223060	1775	213000	60	RL	75	9317	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	7	5	1993	1993	Gable	CompShg	HdBoard	HdBoard	BrkFace	137	Gd	TA	PConc	Gd	TA	No	ALQ	513	Unf	0	227	740	GasA	Ex	Y	SBrkr	1006	769	0	1	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	1993	Unf	2	425	TA	TA	Y	234	72	192	0	0	0	NA	NA	NA	0	7	2009	WD	Normal
909279010	2480	205000	90	RL	NA	8145	Pave	NA	IR1	HLS	AllPub	Corner	Gtl	Crawfor	Norm	Norm	Duplex	2.5Unf	7	6	1940	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	LwQ	246	Unf	0	674	920	GasA	Ex	Y	SBrkr	1240	1240	0	0	0	2	1	5	2	TA	13	Typ	2	Gd	Detchd	1940	Unf	2	400	TA	TA	Y	0	0	57	0	0	0	NA	NA	NA	0	7	2009	WD	Normal
527183030	1228	189000	120	RL	40	4671	Pave	NA	IR1	HLS	AllPub	Inside	Gtl	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1988	1989	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	PConc	Gd	TA	Mn	GLQ	767	Unf	0	461	1228	GasA	Gd	Y	SBrkr	1228	0	0	1	0	2	0	2	1	Gd	5	Typ	1	Gd	Attchd	1988	Fin	2	472	TA	TA	Y	168	120	0	0	0	0	NA	NA	NA	0	10	2008	WD	Normal
527276160	1934	185000	60	RL	85	11900	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	5	6	1977	1977	Gable	CompShg	HdBoard	Wd Sdng	BrkFace	157	TA	TA	PConc	Gd	TA	No	ALQ	400	Unf	0	722	1122	GasA	Ex	Y	SBrkr	946	988	0	1	0	2	1	3	1	TA	6	Typ	1	TA	Attchd	1977	Unf	2	567	TA	TA	P	0	176	0	0	200	0	NA	NA	NA	0	7	2009	WD	Normal
903227020	1196	128000	50	RM	50	6000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	6	6	1940	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	No	LwQ	264	Unf	0	308	572	GasA	Ex	Y	FuseA	848	348	0	0	1	1	1	3	1	TA	6	Typ	2	Gd	Detchd	1973	Unf	2	576	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	3	2010	WD	Normal
908203100	960	90000	20	RL	64	6410	Pave	NA	Reg	HLS	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	4	5	1958	1958	Hip	CompShg	WdShing	Wd Shng	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	960	960	GasA	Ex	Y	SBrkr	960	0	0	0	0	1	0	3	1	TA	5	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	5	2010	WD	Normal
534152120	1334	167900	20	RL	80	9650	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	6	5	1977	1977	Gable	CompShg	Plywood	Plywood	BrkFace	360	TA	TA	CBlock	Gd	TA	No	ALQ	686	Unf	0	664	1350	GasA	TA	Y	SBrkr	1334	0	0	0	1	2	0	2	1	TA	6	Typ	1	TA	Attchd	1977	RFn	2	630	TA	TA	Y	0	16	0	0	0	0	NA	NA	NA	0	4	2009	WD	Normal
907290240	848	143000	120	RM	NA	4426	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	TwnhsE	1Story	6	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	BrkFace	169	Gd	TA	PConc	Gd	TA	Av	GLQ	662	Unf	0	186	848	GasA	Ex	Y	SBrkr	848	0	0	1	0	1	0	1	1	Gd	3	Typ	0	NA	Attchd	2004	RFn	2	420	TA	TA	Y	160	0	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal
528478030	1992	250000	60	FV	75	9375	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	8	5	2003	2004	Hip	CompShg	VinylSd	VinylSd	BrkFace	768	Gd	TA	PConc	Ex	TA	No	Unf	0	Unf	0	1053	1053	GasA	Ex	Y	SBrkr	1053	939	0	0	0	2	1	3	1	Gd	9	Typ	1	Gd	Attchd	2003	RFn	2	648	TA	TA	Y	140	45	0	0	0	0	NA	NA	NA	0	8	2008	WD	Normal
533208140	1245	178000	120	FV	37	3435	Pave	Pave	IR1	Lvl	AllPub	Corner	Gtl	Somerst	Norm	Norm	TwnhsE	1Story	7	5	2004	2005	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	24	Unf	0	1211	1235	GasA	Ex	Y	SBrkr	1245	0	0	0	0	2	0	1	1	Gd	5	Typ	0	NA	Attchd	2004	RFn	2	495	TA	TA	Y	0	100	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal
528166150	2385	350000	60	RL	110	14277	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	8	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	BrkFace	280	Gd	TA	PConc	Ex	TA	Mn	GLQ	938	Unf	0	379	1317	GasA	Ex	Y	SBrkr	1217	1168	0	1	0	2	1	3	1	Gd	7	Typ	1	Gd	Attchd	2003	Fin	3	818	TA	TA	Y	192	228	0	0	0	0	NA	NA	NA	0	1	2007	WD	Normal
905107140	1285	143500	20	RL	71	8197	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	6	5	1977	1977	Gable	CompShg	Plywood	Plywood	BrkFace	148	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	660	660	GasA	Ex	Y	SBrkr	1285	0	0	0	0	1	1	3	1	TA	7	Typ	1	TA	Attchd	1977	RFn	2	528	TA	TA	Y	138	0	0	0	0	0	NA	MnPrv	NA	0	4	2007	WD	Normal
527180100	1442	180500	20	RL	99	11851	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	1Story	7	5	1990	1990	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1424	1424	GasA	Ex	Y	SBrkr	1442	0	0	0	0	2	0	3	1	TA	5	Typ	0	NA	Attchd	1990	RFn	2	500	TA	TA	Y	0	34	0	508	0	0	NA	NA	NA	0	5	2009	WD	Normal
905101450	1068	154500	20	RL	70	8414	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	6	8	1963	2003	Hip	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	GLQ	663	Unf	0	396	1059	GasA	TA	Y	SBrkr	1068	0	0	0	1	1	0	3	1	TA	6	Typ	0	NA	Attchd	1963	RFn	1	264	TA	TA	Y	192	0	0	0	0	0	NA	MnPrv	NA	0	2	2006	WD	Normal
914460110	1409	245000	20	RL	44	12864	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Mitchel	Norm	Norm	1Fam	1Story	7	5	2002	2002	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	1392	Unf	0	17	1409	GasA	Ex	Y	SBrkr	1409	0	0	1	0	1	1	1	1	Gd	4	Typ	1	Gd	Attchd	2002	RFn	2	576	TA	TA	Y	0	144	0	0	145	0	NA	NA	NA	0	7	2007	WD	Normal
534400290	1313	153000	20	RL	85	9350	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1961	1995	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	217	TA	TA	CBlock	TA	TA	No	ALQ	310	BLQ	512	491	1313	GasA	TA	Y	SBrkr	1313	0	0	1	0	1	1	3	1	Gd	6	Typ	1	TA	Attchd	1961	RFn	2	610	TA	TA	Y	172	28	0	0	121	0	NA	MnPrv	NA	0	2	2009	WD	Normal
907254020	1852	230000	60	RL	73	9066	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	8	5	1999	2000	Gable	CompShg	VinylSd	VinylSd	BrkFace	320	Gd	TA	PConc	Gd	TA	Mn	GLQ	668	Unf	0	336	1004	GasA	Ex	Y	SBrkr	1004	848	0	0	0	2	1	3	1	Gd	7	Typ	2	TA	Attchd	1999	Fin	3	660	TA	TA	Y	224	106	0	0	0	0	NA	GdPrv	NA	0	12	2008	WD	Normal
905226050	1416	112000	30	RL	NA	25339	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	7	1918	2007	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Gd	BrkTil	TA	TA	No	Unf	0	Unf	0	816	816	GasA	Ex	Y	SBrkr	1416	0	0	0	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2007	Unf	2	576	TA	TA	N	0	0	112	0	0	0	NA	NA	NA	0	8	2007	WD	Normal
528253010	1314	207500	120	RL	34	5063	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	Twnhs	1Story	7	5	2007	2008	Gable	CompShg	VinylSd	VinylSd	Stone	166	Gd	TA	PConc	Gd	TA	No	GLQ	904	Unf	0	410	1314	GasA	Ex	Y	SBrkr	1314	0	0	1	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2008	RFn	2	626	TA	TA	Y	172	62	0	0	0	0	NA	NA	NA	0	4	2009	ConLw	Normal
528228345	1455	195000	120	RL	NA	3940	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	BrkFace	143	Gd	TA	PConc	Gd	TA	Gd	GLQ	1073	Unf	0	342	1415	GasA	Ex	Y	SBrkr	1455	0	0	1	0	2	0	2	1	Gd	6	Typ	1	TA	Attchd	2003	Fin	3	644	TA	TA	Y	156	20	0	0	144	0	NA	NA	NA	0	8	2008	WD	Normal
527425140	864	120500	20	RL	60	9000	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	6	1971	1971	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	PConc	TA	TA	No	ALQ	616	Unf	0	248	864	GasA	TA	Y	SBrkr	864	0	0	0	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1974	Unf	2	528	TA	TA	Y	0	0	0	0	0	0	NA	GdWo	NA	0	5	2007	WD	Normal
907135020	1099	144000	20	RL	75	9525	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	6	1995	2006	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1099	1099	GasA	Ex	Y	SBrkr	1099	0	0	0	0	1	1	3	1	Gd	6	Typ	0	NA	Attchd	1999	Unf	1	352	TA	TA	Y	278	0	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal
533206040	1143	176400	120	FV	34	3628	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	TwnhsE	1Story	7	5	2004	2004	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1143	1143	GasA	Ex	Y	SBrkr	1143	0	0	0	0	1	1	1	1	Gd	5	Typ	1	Gd	Attchd	2004	RFn	2	588	TA	TA	Y	0	191	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal
535181140	1411	130000	20	RL	70	12198	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1955	1975	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	Av	Rec	780	Unf	0	424	1204	GasA	TA	Y	SBrkr	1411	0	0	0	0	1	0	3	1	TA	7	Typ	1	TA	Attchd	1955	RFn	1	310	TA	TA	Y	278	82	0	0	0	0	NA	NA	NA	0	6	2007	COD	Normal
902427045	882	97000	20	RM	70	12702	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	5	5	1956	1956	Gable	CompShg	BrkFace	BrkFace	None	0	TA	TA	PConc	NA	NA	NA	NA	0	NA	0	0	0	GasA	Gd	Y	FuseA	882	0	0	0	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1956	Unf	1	308	TA	TA	Y	0	45	0	0	0	0	NA	NA	NA	0	12	2008	WD	Normal
527450210	987	83000	160	RM	21	1953	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	Twnhs	2Story	6	5	1973	1973	Gable	CompShg	HdBoard	HdBoard	BrkFace	408	TA	TA	CBlock	TA	Fa	No	BLQ	309	Unf	0	174	483	GasA	TA	Y	SBrkr	483	504	0	0	0	1	1	2	1	TA	5	Typ	0	NA	Detchd	1973	Unf	1	264	TA	TA	Y	72	0	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal
532378200	912	142000	20	RL	65	6768	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Feedr	Norm	1Fam	1Story	6	8	1961	1996	Hip	CompShg	HdBoard	HdBoard	None	0	TA	Gd	CBlock	TA	TA	Mn	GLQ	832	Unf	0	80	912	GasA	Gd	Y	SBrkr	912	0	0	1	1	1	0	3	1	Gd	5	Typ	0	NA	Detchd	1962	Unf	1	288	TA	TA	Y	168	0	0	0	0	0	NA	GdPrv	NA	0	5	2008	WD	Normal
909278020	1343	154900	50	RL	54	7681	Pave	NA	IR1	Lvl	AllPub	FR2	Gtl	Crawfor	Norm	Norm	1Fam	1.5Fin	5	6	1921	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	731	731	GasA	Ex	Y	SBrkr	820	523	0	0	0	1	1	3	1	TA	7	Typ	1	Gd	Detchd	1921	Unf	1	186	Fa	TA	Y	192	0	102	0	0	0	NA	NA	NA	0	7	2009	WD	Normal
534225110	1728	145000	90	RL	72	11072	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	Duplex	1Story	5	5	1965	1965	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1728	1728	GasA	TA	Y	SBrkr	1728	0	0	0	0	2	0	6	2	TA	10	Typ	0	NA	Detchd	1987	Unf	2	576	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	11	2008	WD	Normal
909451130	1045	123900	160	RM	24	1782	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blueste	Norm	Norm	Twnhs	2Story	6	6	1980	1980	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	Gd	TA	No	GLQ	330	Unf	0	186	516	GasA	Gd	Y	SBrkr	529	516	0	0	0	1	0	2	1	TA	5	Typ	1	TA	Detchd	1980	Unf	2	462	TA	TA	Y	180	0	0	0	0	0	NA	MnPrv	NA	0	12	2007	WD	Normal
528142020	2088	250000	60	RL	74	8899	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	8	5	2007	2007	Hip	CompShg	VinylSd	VinylSd	Stone	108	Ex	TA	PConc	Gd	TA	Av	GLQ	40	Unf	0	908	948	GasA	Ex	Y	SBrkr	948	1140	0	0	0	2	1	4	1	Gd	10	Typ	1	Gd	BuiltIn	2007	Fin	3	656	TA	TA	Y	100	24	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal
527404030	1050	143000	20	RL	NA	8510	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1971	1971	Gable	CompShg	Plywood	Plywood	BrkFace	178	TA	TA	CBlock	Gd	TA	No	ALQ	500	Unf	0	543	1043	GasA	Ex	Y	SBrkr	1050	0	0	1	0	1	1	3	1	TA	6	Typ	0	NA	Attchd	1971	Unf	1	336	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal
534151180	2075	255000	60	RL	78	10530	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	2Story	7	6	1993	1993	Gable	CompShg	MetalSd	MetalSd	BrkFace	194	Gd	TA	PConc	Gd	TA	No	GLQ	819	Unf	0	329	1148	GasA	Ex	Y	SBrkr	1091	984	0	1	0	2	1	3	1	Gd	8	Typ	1	Gd	Attchd	1993	Unf	2	473	TA	TA	Y	235	86	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal
908204090	960	131750	20	RL	64	6400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	5	7	1959	2000	Gable	CompShg	WdShing	Wd Shng	None	0	TA	TA	CBlock	TA	TA	Av	Rec	77	ALQ	831	52	960	GasA	Ex	Y	SBrkr	960	0	0	1	0	1	0	2	1	Fa	4	Typ	0	NA	Detchd	1959	Unf	1	392	TA	TA	Y	144	0	35	0	0	0	NA	NA	NA	0	12	2007	WD	Normal
532354070	999	132500	20	RL	NA	7758	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	7	1962	2001	Gable	CompShg	HdBoard	Plywood	None	0	TA	Gd	CBlock	TA	TA	No	ALQ	588	Unf	0	411	999	GasA	Gd	Y	SBrkr	999	0	0	1	0	1	0	3	1	Gd	6	Typ	0	NA	Detchd	1963	Unf	1	264	TA	TA	Y	0	132	0	0	0	0	NA	NA	NA	0	3	2007	WD	Normal
527302070	1260	181900	20	RL	NA	10825	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	7	7	1983	1983	Gable	CompShg	WdShing	Plywood	BrkFace	174	Gd	TA	CBlock	Gd	TA	Mn	GLQ	747	Unf	0	513	1260	GasA	TA	Y	SBrkr	1260	0	0	1	0	2	0	3	1	TA	6	Typ	0	NA	Attchd	1983	Unf	2	598	TA	TA	Y	152	0	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal
527214030	1884	387000	20	RL	53	15401	Pave	NA	IR1	HLS	AllPub	CulDSac	Gtl	StoneBr	Norm	Norm	1Fam	1Story	9	5	2004	2004	Hip	CompShg	VinylSd	VinylSd	BrkFace	296	Ex	TA	PConc	Ex	TA	Gd	GLQ	1337	Unf	0	547	1884	GasA	Ex	Y	SBrkr	1884	0	0	1	0	2	0	2	1	Ex	7	Typ	1	Gd	Attchd	2004	Fin	3	670	TA	TA	Y	214	76	0	0	0	0	NA	NA	NA	0	9	2008	WD	Normal
533128030	2295	268000	60	RL	NA	13346	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NoRidge	Norm	Norm	1Fam	2Story	7	5	1992	2000	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	728	Unf	0	367	1095	GasA	Ex	Y	SBrkr	1166	1129	0	1	0	2	1	4	1	Gd	9	Typ	1	TA	Attchd	1992	RFn	2	590	TA	TA	Y	0	40	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal
902330010	2358	122000	70	RM	50	5250	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2Story	8	5	1872	1987	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	BrkTil	TA	Fa	No	LwQ	259	Unf	0	425	684	OthW	Fa	N	SBrkr	938	1215	205	0	0	2	0	4	1	TA	8	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	54	20	0	0	0	NA	NA	NA	0	12	2008	WD	Normal
923228150	1344	97000	160	RM	21	1533	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	Twnhs	2Story	4	6	1970	2008	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	546	546	GasA	TA	Y	SBrkr	798	546	0	0	0	1	1	3	1	TA	6	Typ	1	TA	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal
527302080	2183	229000	50	RL	NA	13837	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NWAmes	Norm	Norm	1Fam	1.5Fin	7	5	1988	1988	Gable	CompShg	HdBoard	HdBoard	BrkFace	178	Gd	Gd	PConc	Gd	Gd	No	GLQ	1002	LwQ	202	0	1204	GasA	Gd	Y	SBrkr	1377	806	0	0	0	2	1	4	1	Gd	9	Typ	0	NA	Attchd	1988	Unf	3	786	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	2	2006	WD	Normal
528344040	2450	340000	60	RL	NA	16545	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1998	1998	Gable	CompShg	VinylSd	VinylSd	BrkFace	731	Gd	TA	PConc	Gd	TA	Mn	GLQ	781	Unf	0	503	1284	GasA	Ex	Y	SBrkr	1310	1140	0	1	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	1998	Fin	3	1069	TA	TA	Y	0	126	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal
535375050	1656	135000	50	RL	60	10410	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	5	7	1916	1987	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	Fa	TA	No	Unf	0	Unf	0	660	660	GasA	Ex	Y	SBrkr	808	704	144	0	0	2	1	3	1	TA	8	Min2	0	NA	Detchd	1916	Unf	1	180	Fa	Fa	N	0	0	0	140	0	0	NA	MnPrv	NA	0	8	2009	WD	Normal
535376060	1352	149000	60	RL	60	10800	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2Story	5	7	1939	2006	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	BrkTil	TA	TA	No	Unf	0	Unf	0	676	676	GasA	Ex	Y	SBrkr	676	676	0	0	1	2	0	4	1	Gd	7	Typ	0	NA	Detchd	1939	Unf	2	720	TA	TA	Y	187	0	128	0	0	0	NA	NA	NA	0	8	2009	WD	Normal
924151040	1803	285000	20	RL	76	9892	Pave	NA	Reg	Lvl	AllPub	Inside	Mod	Mitchel	Norm	Norm	1Fam	1Story	8	5	1994	1995	Hip	CompShg	VinylSd	VinylSd	None	0	Gd	Gd	PConc	Gd	Gd	Gd	GLQ	1341	LwQ	284	54	1679	GasA	Ex	Y	SBrkr	1803	0	0	1	1	2	1	3	1	Gd	6	Typ	2	TA	Attchd	1994	Unf	2	482	TA	TA	Y	129	64	222	0	0	0	NA	GdWo	NA	0	2	2010	WD	Normal
528186160	1342	234250	120	RL	48	6240	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	8	5	2006	2007	Hip	CompShg	MetalSd	MetalSd	BrkFace	176	Gd	TA	PConc	Gd	TA	No	GLQ	846	Unf	0	496	1342	GasA	Ex	Y	SBrkr	1342	0	0	1	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2007	Fin	2	550	TA	TA	Y	0	35	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal
532351150	1654	119500	90	RM	68	8927	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	RRAe	Norm	Duplex	1.5Fin	6	6	1977	1977	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	CBlock	NA	NA	NA	NA	0	NA	0	0	0	GasA	TA	Y	SBrkr	1286	368	0	0	0	2	0	4	2	TA	10	Typ	0	NA	Attchd	1977	RFn	2	528	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	8	2006	WD	Normal
527452310	900	123000	85	RL	68	7838	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	SFoyer	5	5	1967	1967	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	Av	ALQ	769	Unf	0	95	864	GasA	TA	Y	SBrkr	900	0	0	1	0	1	0	3	1	TA	6	Typ	1	Po	Attchd	1967	RFn	1	288	TA	TA	Y	175	144	0	0	0	0	NA	MnWw	NA	0	12	2006	WD	Normal
909250200	1510	149000	70	RL	69	4899	Pave	NA	Reg	HLS	AllPub	Corner	Gtl	SWISU	Norm	Norm	1Fam	2Story	6	8	1920	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	PConc	TA	TA	No	BLQ	305	Unf	0	450	755	GasA	Ex	Y	SBrkr	755	755	0	0	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1920	Unf	1	216	TA	TA	Y	0	0	164	0	0	0	NA	NA	NA	0	6	2006	WD	Normal
905101300	1832	136000	90	RL	72	10773	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	Duplex	1Story	4	3	1967	1967	Gable	Tar&Grv	Plywood	Plywood	BrkFace	72	Fa	Fa	CBlock	TA	TA	No	ALQ	704	Unf	0	1128	1832	GasA	TA	N	SBrkr	1832	0	0	2	0	2	0	4	2	TA	8	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	58	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal
902329080	1288	119000	70	RM	60	3600	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2Story	6	7	1917	2007	Gable	CompShg	Stucco	Stucco	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	624	624	GasA	Ex	Y	SBrkr	664	624	0	1	0	1	0	3	1	Ex	5	Typ	1	Gd	Attchd	1917	Unf	1	280	TA	TA	N	0	103	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal
903225140	1210	124000	50	RM	50	5000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Feedr	Norm	1Fam	1.5Fin	5	7	1941	2006	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Gd	CBlock	TA	TA	No	ALQ	600	Unf	0	72	672	GasA	Ex	Y	SBrkr	832	378	0	0	0	1	0	3	1	Gd	6	Typ	0	NA	Detchd	1941	Unf	1	240	TA	TA	P	0	0	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal
534452060	1077	118000	190	RL	50	7420	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	BrkSide	Artery	Artery	2fmCon	1.5Unf	5	6	1939	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	GLQ	851	Unf	0	140	991	GasA	Ex	Y	SBrkr	1077	0	0	1	0	1	0	2	2	TA	5	Typ	2	TA	Attchd	1939	RFn	1	205	Gd	TA	Y	0	4	0	0	0	0	NA	NA	NA	0	1	2008	WD	Normal
532476050	2646	260000	80	RL	100	14330	Pave	NA	IR1	Low	AllPub	Corner	Gtl	Veenker	Norm	Norm	1Fam	SLvl	7	4	1974	1974	Gable	CompShg	WdShing	Wd Sdng	BrkFace	145	Gd	Fa	CBlock	Gd	TA	Gd	ALQ	1023	BLQ	497	228	1748	GasA	Gd	Y	SBrkr	2151	495	0	1	2	2	0	3	1	Gd	9	Mod	4	TA	Attchd	1974	RFn	2	550	TA	TA	Y	641	100	0	0	0	800	Gd	GdPrv	NA	0	1	2006	WD	Normal
909428110	1336	157000	190	RL	90	15750	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Crawfor	Norm	Norm	2fmCon	1Story	5	5	1953	1953	Hip	CompShg	MetalSd	MetalSd	BrkFace	56	TA	TA	CBlock	TA	TA	Mn	BLQ	841	Unf	0	324	1165	GasA	TA	Y	SBrkr	1336	0	0	1	0	1	0	2	1	TA	5	Typ	2	Gd	Attchd	1953	Unf	1	375	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal
533110130	2417	260000	60	RL	121	16059	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1991	1992	Hip	CompShg	HdBoard	HdBoard	BrkFace	284	Gd	TA	CBlock	Gd	TA	No	Unf	0	Unf	0	1288	1288	GasA	Ex	Y	SBrkr	1301	1116	0	0	0	2	1	4	1	Gd	9	Typ	1	TA	Attchd	1991	Unf	2	462	TA	TA	Y	127	82	0	0	0	0	NA	NA	NA	0	4	2006	WD	Normal
923203090	1216	164000	120	RM	32	4500	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	Mitchel	Norm	Norm	Twnhs	1Story	6	5	1998	1998	Hip	CompShg	VinylSd	VinylSd	BrkFace	116	TA	TA	PConc	Ex	TA	No	GLQ	897	Unf	0	319	1216	GasA	Ex	Y	SBrkr	1216	0	0	1	0	2	0	2	1	TA	5	Typ	0	NA	Attchd	1998	Unf	2	402	TA	TA	Y	0	125	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal
535104120	1453	187500	20	RL	92	10573	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	6	1961	1961	Hip	CompShg	MetalSd	MetalSd	BrkFace	3	TA	TA	CBlock	TA	TA	No	Rec	1312	Unf	0	141	1453	GasA	Ex	Y	SBrkr	1453	0	0	1	0	2	0	3	1	TA	6	Typ	1	TA	Attchd	1961	RFn	2	530	TA	TA	Y	0	49	0	0	288	0	NA	GdPrv	NA	0	4	2009	WD	Normal
528366070	2202	263000	60	RL	88	11762	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1992	1993	Gable	CompShg	VinylSd	VinylSd	BrkFace	309	Gd	TA	PConc	Ex	TA	No	GLQ	335	Unf	0	770	1105	GasA	Ex	Y	SBrkr	1105	1097	0	1	0	2	1	4	1	Gd	9	Typ	1	TA	Attchd	1992	RFn	2	517	TA	TA	Y	0	65	0	0	144	0	NA	NA	NA	0	9	2007	WD	Normal
902205010	612	45000	30	RM	50	5925	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	1Story	2	4	1940	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	BrkTil	NA	NA	NA	NA	0	NA	0	0	0	GasA	Fa	N	FuseA	612	0	0	0	0	1	0	1	1	TA	4	Typ	0	NA	Detchd	1965	Unf	1	308	TA	Fa	N	0	0	25	0	0	0	NA	NA	NA	0	10	2009	WD	Normal
923204040	1200	173000	85	RL	150	14137	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Mitchel	Norm	Norm	1Fam	SFoyer	4	5	1964	1964	Gable	CompShg	HdBoard	HdBoard	BrkFace	98	TA	TA	CBlock	Gd	TA	Av	ALQ	865	LwQ	247	88	1200	GasA	Gd	Y	SBrkr	1200	0	0	1	0	1	0	3	1	TA	6	Typ	0	NA	2Types	1964	Fin	3	850	TA	TA	Y	0	119	0	0	171	0	NA	NA	NA	0	11	2008	ConLD	Normal
533251130	1432	194000	80	RL	NA	16157	Pave	NA	IR1	Lvl	AllPub	FR2	Gtl	Veenker	Feedr	Norm	1Fam	SLvl	5	7	1978	1978	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	PConc	Gd	TA	Gd	ALQ	680	Rec	391	289	1360	GasA	Ex	Y	SBrkr	1432	0	0	1	0	1	1	2	1	Gd	5	Typ	1	TA	Attchd	1978	Unf	2	588	TA	TA	Y	168	180	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal
528235130	1414	178000	60	RL	74	9056	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	8	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Ex	Gd	Av	Unf	0	Unf	0	707	707	GasA	Ex	Y	SBrkr	707	707	0	0	0	2	1	3	1	Gd	6	Typ	1	Gd	Attchd	2004	Fin	2	403	TA	TA	Y	100	35	0	0	0	0	NA	NA	NA	0	10	2006	WD	Normal
903226130	1324	128000	50	RM	50	6000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	4	6	1936	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	BLQ	672	Unf	0	0	672	GasA	TA	Y	SBrkr	757	567	0	0	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1936	Unf	1	240	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal
903235020	616	89000	30	RM	50	6000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1Story	5	7	1921	1950	Gable	CompShg	Wd Sdng	Wd Shng	None	0	TA	TA	CBlock	TA	TA	No	LwQ	616	Unf	0	0	616	GasA	Gd	Y	SBrkr	616	0	0	0	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1921	Unf	1	205	TA	TA	Y	0	0	129	0	0	0	NA	NA	NA	0	6	2006	WD	Normal
527425110	864	130000	20	RL	60	9000	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	7	1971	2006	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	CBlock	TA	TA	No	ALQ	240	Unf	0	624	864	GasA	Gd	Y	SBrkr	864	0	0	0	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1986	Unf	2	576	TA	TA	Y	200	0	0	0	0	0	NA	GdWo	NA	0	7	2009	WD	Normal
902327070	2007	160000	70	RM	70	8400	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Artery	Norm	1Fam	2Story	6	7	1900	1950	Gable	CompShg	Stucco	BrkFace	None	0	TA	TA	BrkTil	Fa	Gd	Mn	Unf	0	Unf	0	917	917	GasA	Gd	Y	FuseA	1090	917	0	0	0	2	0	3	1	Ex	8	Typ	0	NA	Detchd	1930	Unf	1	357	TA	TA	Y	0	235	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
914478100	1026	143000	85	RL	82	8410	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Mitchel	Norm	Norm	1Fam	SFoyer	6	6	1974	1974	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	Gd	TA	Av	ALQ	924	Unf	0	46	970	GasA	TA	Y	SBrkr	1026	0	0	1	0	1	0	2	1	TA	5	Typ	1	Po	Attchd	1974	Unf	2	528	TA	TA	Y	193	0	0	0	0	0	NA	NA	NA	0	4	2007	WD	Normal
903225150	765	87000	30	RM	50	5000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Feedr	Norm	1Fam	1Story	4	7	1925	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	Rec	188	Unf	0	577	765	GasA	TA	N	FuseF	765	0	0	1	0	1	0	2	1	Gd	4	Typ	0	NA	Detchd	1926	Unf	1	200	Fa	TA	P	135	0	41	0	0	0	NA	MnPrv	NA	0	4	2010	WD	Normal
527402220	1002	148500	20	RL	NA	8750	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1970	1970	Gable	CompShg	MetalSd	MetalSd	BrkFace	76	TA	TA	CBlock	TA	TA	No	BLQ	828	Unf	0	174	1002	GasA	TA	Y	SBrkr	1002	0	0	1	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1973	Unf	2	902	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	8	2009	WD	Normal
904351240	1112	63000	50	RL	60	9780	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1.5Fin	5	3	1934	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	585	585	GasA	TA	N	FuseA	687	425	0	1	0	2	0	4	1	TA	6	Typ	0	NA	Detchd	1934	Unf	1	226	Po	Po	N	0	0	0	0	0	0	NA	NA	NA	0	3	2009	WD	Normal
535452090	1041	128000	20	RL	71	7350	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1958	1958	Hip	CompShg	BrkFace	BrkFace	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1041	1041	GasA	Gd	Y	SBrkr	1041	0	0	0	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1958	RFn	1	294	TA	TA	Y	0	0	0	0	0	0	NA	GdWo	NA	0	3	2009	WD	Normal
528427070	1933	214000	60	RL	86	14598	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Somerst	Feedr	Norm	1Fam	2Story	6	5	2007	2007	Gable	CompShg	VinylSd	VinylSd	Stone	74	Gd	TA	PConc	Gd	TA	Mn	Unf	0	Unf	0	894	894	GasA	Ex	Y	SBrkr	894	1039	0	0	0	2	1	4	1	Gd	9	Typ	1	Gd	BuiltIn	2007	Fin	3	668	TA	TA	Y	100	18	0	0	0	0	NA	NA	NA	0	1	2008	WD	Normal
910201050	1601	129850	50	RM	50	7288	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Artery	Norm	1Fam	1.5Fin	5	7	1925	2003	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	Gd	BrkTil	TA	Po	No	Unf	0	Unf	0	936	936	GasA	Ex	Y	SBrkr	936	665	0	0	0	2	0	3	1	TA	6	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	0	0	176	0	0	NA	NA	NA	0	9	2007	WD	Normal
527425090	864	115000	20	RL	70	10500	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	5	1971	1971	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	ALQ	432	Unf	0	432	864	GasA	TA	Y	SBrkr	864	0	0	0	0	1	0	3	1	TA	5	Typ	1	Po	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2010	ConLI	Normal
909277100	964	163500	30	RL	80	13360	Pave	Grvl	IR1	HLS	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	1Story	5	7	1921	2006	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Gd	BrkTil	Gd	TA	No	ALQ	713	Unf	0	163	876	GasA	Ex	Y	SBrkr	964	0	0	1	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1921	Unf	2	432	TA	TA	Y	0	0	44	0	0	0	NA	NA	NA	0	8	2009	WD	Normal
531452070	1332	145000	120	RL	50	7175	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	TwnhsE	1Story	6	5	1990	1991	Gable	CompShg	Plywood	ImStucc	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1332	1332	GasA	Gd	Y	SBrkr	1332	0	0	0	0	2	0	2	1	Gd	5	Typ	0	NA	Attchd	1990	RFn	2	542	TA	TA	Y	0	60	0	0	0	0	NA	NA	NA	0	2	2009	WD	Normal
528387050	2127	271000	60	RL	81	10944	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	7	5	1994	1994	Gable	CompShg	VinylSd	VinylSd	BrkFace	448	Gd	TA	PConc	Gd	TA	No	GLQ	1000	Unf	0	223	1223	GasA	Ex	Y	SBrkr	1223	904	0	1	0	2	1	3	1	Gd	5	Typ	2	TA	Attchd	1994	RFn	2	525	TA	TA	Y	171	132	0	0	0	0	NA	NA	NA	0	8	2008	WD	Normal
905480240	1111	95000	50	RL	60	9084	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Artery	Norm	1Fam	1.5Fin	5	6	1941	1950	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	Fa	Mn	LwQ	236	Rec	380	0	616	GasA	TA	N	SBrkr	616	495	0	0	1	1	0	3	1	TA	5	Typ	0	NA	Detchd	1941	Unf	1	200	TA	Fa	Y	48	0	0	0	0	0	NA	NA	NA	0	3	2008	ConLw	Normal
535476350	1395	192000	20	RL	80	9760	Pave	NA	Reg	Lvl	AllPub	Inside	Mod	NAmes	Norm	Norm	1Fam	1Story	6	7	1963	1984	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	218	TA	TA	CBlock	TA	TA	Gd	BLQ	717	LwQ	263	415	1395	GasA	TA	Y	SBrkr	1395	0	0	1	0	1	0	2	1	TA	7	Min1	1	TA	Attchd	1963	RFn	2	440	TA	TA	Y	657	0	113	0	240	0	NA	NA	NA	0	5	2010	WD	Normal
906394060	1596	181000	60	RL	78	9316	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	BrkFace	532	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	784	784	GasA	Ex	Y	SBrkr	784	812	0	0	0	2	1	3	1	Gd	6	Typ	0	NA	Attchd	2005	RFn	2	610	TA	TA	Y	144	45	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal
909282030	3447	381000	50	RL	NA	14100	Pave	NA	IR1	Lvl	AllPub	Inside	Mod	Crawfor	Norm	Norm	1Fam	1.5Fin	8	9	1935	1997	Gable	CompShg	Stucco	Stucco	BrkFace	632	TA	Gd	CBlock	TA	TA	Mn	Rec	192	Unf	0	536	728	GasA	Ex	Y	SBrkr	1968	1479	0	0	0	3	1	4	1	Gd	11	Typ	2	Gd	BuiltIn	1982	Unf	3	1014	TA	TA	Y	314	12	0	0	0	0	NA	GdWo	NA	0	5	2008	WD	Normal
905225040	1601	140000	80	RL	85	13825	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	SLvl	5	6	1958	1987	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	No	Unf	0	Unf	0	533	533	GasA	TA	Y	SBrkr	1021	580	0	0	1	1	0	3	1	TA	6	Min2	0	NA	BuiltIn	1958	RFn	1	300	TA	TA	Y	280	34	0	0	0	0	NA	NA	NA	0	12	2008	WD	Normal
908275130	1200	130500	50	RL	70	11767	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1.5Fin	5	6	1946	1995	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	BLQ	352	Unf	0	416	768	GasA	Ex	Y	SBrkr	768	432	0	0	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1946	Unf	1	240	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal
527226040	1424	155000	190	RL	195	41600	Pave	NA	IR1	Lvl	AllPub	FR2	Gtl	Gilbert	Norm	Norm	2fmCon	1Story	5	5	1969	1990	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	Gd	TA	Gd	ALQ	1047	Unf	0	53	1100	GasW	TA	Y	SBrkr	1424	0	0	1	0	1	1	3	1	TA	7	Mod	0	NA	2Types	1969	Unf	3	828	TA	TA	N	144	0	0	0	0	0	NA	NA	NA	0	11	2007	WD	Normal
903458110	1406	89500	50	RM	NA	7920	Pave	Grvl	IR1	Lvl	AllPub	Inside	Gtl	IDOTRR	Artery	Norm	1Fam	1.5Fin	6	7	1920	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Fa	CBlock	TA	TA	No	Unf	0	Unf	0	319	319	GasA	TA	Y	FuseA	1035	371	0	0	0	1	0	3	1	Fa	6	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	144	0	0	0	0	NA	MnPrv	NA	0	3	2008	WD	Normal
535425080	2448	277500	60	RL	NA	18275	Pave	NA	IR1	HLS	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	2Story	7	8	1962	1998	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	TA	TA	Gd	ALQ	636	Unf	0	802	1438	GasA	TA	Y	SBrkr	1900	548	0	1	0	3	0	3	1	TA	9	Typ	2	Gd	Attchd	1962	RFn	2	441	TA	TA	Y	520	102	0	0	0	0	NA	NA	NA	0	9	2006	WD	Normal
907201220	907	140000	20	RL	NA	16269	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	5	1978	1978	Gable	CompShg	MetalSd	MetalSd	BrkFace	76	TA	TA	BrkTil	Gd	TA	Av	GLQ	625	Unf	0	282	907	GasA	TA	Y	SBrkr	907	0	0	0	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1978	Unf	1	343	TA	TA	Y	72	0	0	0	0	0	NA	MnPrv	NA	0	7	2009	WD	Normal
903426160	1984	160000	60	RM	57	8094	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	2fmCon	2.5Unf	6	8	1910	1983	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	TA	TA	Mn	Rec	196	Unf	0	1046	1242	GasA	Gd	Y	SBrkr	1242	742	0	0	0	2	0	5	1	TA	8	Typ	0	NA	Detchd	NA		1	360	NA	NA	Y	64	0	180	0	0	0	NA	MnPrv	Shed	1000	9	2008	WD	Normal
905478140	1342	125000	20	RL	58	9280	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	5	6	1951	1951	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	Fa	TA	No	ALQ	557	Unf	0	785	1342	GasA	Ex	Y	SBrkr	1342	0	0	1	0	1	0	4	1	TA	7	Typ	0	NA	Detchd	1951	Unf	1	256	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2007	WD	Normal
907414070	1190	173500	20	RL	65	8769	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	709	Unf	0	460	1169	GasA	Ex	Y	SBrkr	1190	0	0	1	0	2	0	2	1	Gd	5	Typ	0	NA	Attchd	2005	RFn	2	578	TA	TA	Y	100	41	0	0	0	0	NA	NA	NA	0	10	2007	WD	Normal
914476050	1004	135000	90	RL	78	10530	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	Duplex	SFoyer	6	5	1977	1977	Gable	CompShg	Plywood	ImStucc	BrkFace	90	TA	TA	CBlock	Gd	TA	Gd	GLQ	975	Unf	0	0	975	GasA	TA	Y	SBrkr	1004	0	0	1	0	1	0	2	1	TA	4	Typ	0	NA	Attchd	1977	Unf	2	504	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal
528235090	2267	200000	60	RL	NA	8068	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	2002	2002	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1010	1010	GasA	Ex	Y	SBrkr	1010	1257	0	0	0	2	1	4	1	Gd	8	Typ	1	TA	BuiltIn	2002	RFn	2	390	TA	TA	Y	120	46	0	0	0	0	NA	NA	NA	0	12	2009	ConLI	Normal
527355150	2524	278000	20	RL	80	9600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	PosN	Norm	1Fam	1Story	8	5	1981	1981	Hip	WdShngl	BrkFace	BrkFace	None	0	Gd	TA	PConc	Gd	TA	No	ALQ	1104	Unf	0	1420	2524	GasA	TA	Y	SBrkr	2524	0	0	1	0	2	1	4	1	Gd	9	Typ	1	Gd	Attchd	1981	Fin	2	542	TA	TA	Y	474	120	0	0	0	0	NA	MnPrv	NA	0	7	2009	WD	Normal
527454130	1456	137900	160	RL	24	2349	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NPkVill	Norm	Norm	Twnhs	2Story	6	5	1977	1977	Gable	CompShg	Plywood	Brk Cmn	None	0	TA	TA	CBlock	Gd	TA	No	ALQ	389	Unf	0	466	855	GasA	TA	Y	SBrkr	855	601	0	0	0	2	1	3	1	TA	6	Typ	1	TA	Attchd	1977	Unf	2	440	TA	TA	Y	0	28	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal
533215020	1638	300000	120	FV	NA	4765	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	TwnhsE	1Story	9	5	2000	2000	Hip	CompShg	MetalSd	MetalSd	BrkFace	260	Gd	TA	PConc	Gd	TA	Av	GLQ	1027	Unf	0	587	1614	GasA	Ex	Y	SBrkr	1638	0	0	1	0	2	0	2	1	Ex	5	Typ	1	TA	Attchd	2000	Fin	2	495	TA	TA	Y	230	68	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal
526302120	1797	169000	20	RL	NA	11765	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1957	1957	Gable	CompShg	Wd Sdng	Wd Sdng	Stone	302	TA	TA	CBlock	TA	TA	Mn	Rec	1127	Unf	0	490	1617	GasA	Fa	Y	SBrkr	1797	0	0	0	0	1	1	3	1	TA	7	Typ	1	TA	Attchd	1957	Unf	3	963	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal
532378220	941	129200	20	RL	NA	8789	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	6	1967	1967	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	Mn	Rec	659	Unf	0	253	912	GasA	TA	Y	SBrkr	941	0	0	0	0	1	0	3	1	TA	6	Typ	1	Po	Attchd	1967	Unf	1	288	TA	TA	Y	64	0	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal
907420110	1536	167000	60	RL	64	9045	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	5	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Mn	Unf	0	Unf	0	768	768	GasA	Ex	Y	SBrkr	768	768	0	0	0	2	1	3	1	Gd	6	Typ	0	NA	Attchd	2005	Fin	2	400	TA	TA	Y	0	40	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal
527354100	1472	187500	80	RL	NA	14115	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	SLvl	7	5	1980	1980	Gable	CompShg	Plywood	Plywood	BrkFace	225	TA	TA	CBlock	Gd	TA	Av	GLQ	1036	Unf	0	336	1372	GasA	TA	Y	SBrkr	1472	0	0	1	0	2	0	3	1	TA	6	Typ	2	TA	Attchd	1980	Unf	2	588	TA	TA	Y	233	48	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
535404080	816	129900	20	RL	73	7100	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1957	1957	Gable	CompShg	WdShing	Wd Shng	None	0	TA	TA	CBlock	TA	TA	No	GLQ	708	Unf	0	108	816	GasA	TA	Y	FuseA	816	0	0	1	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1957	Unf	1	308	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal
906223090	1949	236000	60	RL	80	9938	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	7	5	1993	1994	Gable	CompShg	MetalSd	MetalSd	BrkFace	246	Gd	TA	PConc	Gd	TA	No	GLQ	750	Unf	0	300	1050	GasA	Ex	Y	SBrkr	1062	887	0	1	0	2	1	3	1	Gd	8	Typ	1	TA	Attchd	1993	Fin	2	574	TA	TA	Y	156	90	0	0	0	0	NA	GdPrv	NA	0	6	2010	WD	Normal
527450080	1365	125500	160	RM	24	2160	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	TwnhsE	2Story	5	6	1973	1973	Gable	CompShg	HdBoard	HdBoard	BrkFace	200	TA	TA	CBlock	TA	TA	No	LwQ	402	Unf	0	363	765	GasA	Gd	Y	SBrkr	765	600	0	0	0	1	1	3	1	Gd	7	Min1	1	Fa	Attchd	1973	Unf	2	440	TA	TA	Y	0	36	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal
905352030	2022	192000	60	RL	83	10005	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	ClearCr	Norm	Norm	1Fam	2Story	7	5	1977	1977	Hip	CompShg	Plywood	Plywood	BrkFace	299	TA	TA	CBlock	Gd	TA	No	BLQ	392	Unf	0	768	1160	GasA	Ex	Y	SBrkr	1156	866	0	0	0	2	1	4	1	TA	8	Typ	1	TA	Attchd	1977	Fin	2	505	TA	TA	Y	288	117	0	0	0	0	NA	NA	NA	0	3	2008	WD	Normal
923275040	1110	165500	85	RL	NA	9101	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Mitchel	Norm	Norm	1Fam	SFoyer	5	6	1978	1978	Gable	CompShg	Plywood	Plywood	BrkFace	104	TA	Gd	PConc	Gd	TA	Av	GLQ	1097	Unf	0	0	1097	GasA	Ex	Y	SBrkr	1110	0	0	1	0	1	0	1	1	Gd	4	Typ	1	TA	Attchd	1978	Fin	2	602	TA	TA	Y	303	30	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal
906477110	1052	155000	80	RL	80	8816	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	ClearCr	Norm	Norm	1Fam	SLvl	6	7	1971	1971	Gable	CompShg	HdBoard	HdBoard	BrkFace	80	TA	TA	CBlock	TA	TA	Av	GLQ	504	Unf	0	506	1010	GasA	Gd	Y	SBrkr	1052	0	0	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1971	Unf	2	440	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	6	2010	WD	Normal
531477040	2020	144000	90	RH	60	8400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Feedr	Norm	Duplex	1Story	5	5	1977	1977	Gable	CompShg	Plywood	Plywood	BrkFace	320	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	TA	Y	SBrkr	2020	0	0	0	0	2	0	4	2	TA	10	Typ	2	TA	Detchd	1977	Unf	2	630	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	10	2007	WD	Normal
534176230	1645	171000	60	RL	80	9600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	2Story	6	6	1971	1971	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	ALQ	329	Unf	0	386	715	GasA	TA	Y	SBrkr	930	715	0	0	0	1	2	4	1	TA	7	Typ	0	NA	Attchd	1971	RFn	2	441	TA	TA	Y	0	78	0	0	0	0	NA	GdWo	NA	0	6	2010	WD	Normal
907187060	1753	217000	60	RL	43	12352	Pave	NA	IR2	Lvl	AllPub	CulDSac	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	1998	1999	Gable	CompShg	VinylSd	VinylSd	BrkFace	290	Gd	TA	PConc	Gd	TA	No	GLQ	638	Unf	0	215	853	GasA	Ex	Y	SBrkr	853	900	0	1	0	2	1	3	1	TA	7	Typ	1	Fa	Attchd	1998	RFn	2	534	TA	TA	Y	0	74	0	0	0	0	NA	NA	NA	0	3	2007	WD	Normal
528385050	2061	260000	60	RL	79	9085	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	7	5	1995	1996	Gable	CompShg	VinylSd	VinylSd	BrkFace	286	Gd	TA	PConc	Gd	TA	No	GLQ	816	Unf	0	254	1070	GasA	Ex	Y	SBrkr	1094	967	0	1	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	1995	Fin	2	647	TA	TA	Y	296	102	209	0	0	0	NA	NA	NA	0	11	2009	WD	Normal
908204160	1152	82500	90	RL	74	6845	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	Duplex	1Story	4	5	1955	1955	Gable	CompShg	WdShing	Wd Shng	BrkCmn	58	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	TA	N	FuseF	1152	0	0	0	0	2	0	2	2	TA	6	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	0	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal
924100020	1968	172000	60	RL	NA	11075	Pave	NA	IR1	Lvl	AllPub	Inside	Mod	Mitchel	Norm	Norm	1Fam	2Story	5	4	1969	1969	Gable	CompShg	HdBoard	HdBoard	BrkFace	232	TA	TA	CBlock	TA	TA	Av	ALQ	562	LwQ	193	29	784	GasA	Ex	Y	SBrkr	1168	800	0	0	1	2	1	4	1	TA	7	Min2	1	Po	Attchd	1969	RFn	2	530	TA	TA	Y	305	189	0	0	0	0	NA	MnPrv	Shed	400	9	2008	WD	Normal
907401080	1948	195000	60	RL	41	12393	Pave	NA	IR2	Lvl	AllPub	FR2	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2004	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	847	847	GasA	Ex	Y	SBrkr	847	1101	0	0	0	2	1	4	1	Gd	8	Typ	1	Gd	BuiltIn	2004	Fin	2	434	TA	TA	Y	100	48	0	0	0	0	NA	NA	NA	0	9	2006	WD	Normal
903236040	1072	126500	30	RM	50	8635	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1Story	5	5	1925	1950	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Fa	BrkTil	TA	TA	No	LwQ	134	Unf	0	938	1072	GasA	TA	Y	SBrkr	1072	0	0	1	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1982	Unf	5	1184	Fa	TA	P	0	0	105	0	0	0	NA	NA	NA	0	8	2009	WD	Normal
903475060	1889	122000	190	RM	60	10120	Pave	NA	IR1	Bnk	AllPub	Inside	Gtl	OldTown	Feedr	Norm	2fmCon	2.5Unf	7	4	1910	1950	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	Fa	TA	CBlock	TA	TA	No	Unf	0	Unf	0	925	925	GasA	TA	N	FuseF	964	925	0	0	0	1	1	4	2	TA	9	Typ	1	Gd	Detchd	1960	Unf	1	308	TA	TA	N	0	0	264	0	0	0	NA	MnPrv	NA	0	1	2007	WD	Normal
527302090	1664	213000	20	RL	93	12299	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	7	6	1978	1985	Gable	CompShg	Plywood	Plywood	Stone	67	TA	TA	CBlock	Gd	TA	No	GLQ	1328	Unf	0	201	1529	GasA	TA	Y	SBrkr	1664	0	0	1	0	2	0	3	1	Gd	7	Typ	1	TA	Attchd	1978	Fin	2	663	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	9	2007	WD	Normal
923230120	796	138000	85	RL	50	6723	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	SFoyer	5	7	1971	1971	Gable	CompShg	Wd Sdng	HdBoard	None	0	TA	TA	CBlock	Gd	TA	Av	GLQ	796	Unf	0	0	796	GasA	TA	Y	SBrkr	796	0	0	0	1	1	0	2	1	TA	5	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	129	0	0	0	0	0	NA	GdWo	NA	0	9	2007	WD	Normal
534403420	1374	147000	20	RL	NA	11382	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	5	1964	1964	Gable	CompShg	Wd Sdng	Plywood	BrkFace	212	TA	TA	CBlock	TA	TA	No	ALQ	54	Rec	543	533	1130	GasA	TA	Y	SBrkr	1374	0	0	0	1	1	0	3	1	TA	7	Typ	1	TA	Attchd	1964	RFn	1	286	TA	TA	Y	0	28	84	0	0	0	NA	MnPrv	NA	0	8	2007	WD	Normal
902304060	2350	130000	190	RM	60	9600	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	2fmCon	2Story	5	5	1920	1960	Gable	CompShg	AsbShng	AsbShng	None	0	TA	TA	BrkTil	TA	TA	No	Rec	234	Unf	0	739	973	GasA	TA	Y	FuseP	1377	973	0	0	0	2	0	4	2	TA	10	Typ	0	NA	2Types	1930	Unf	2	393	TA	TA	Y	0	0	219	0	0	0	NA	NA	NA	0	4	2008	WD	Normal
1007100110	1836	103000	70	I (all)	NA	56600	Pave	NA	IR1	Low	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	2.5Unf	5	1	1900	1950	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	686	686	GasA	Ex	Y	SBrkr	1150	686	0	0	0	2	0	4	1	TA	7	Maj1	0	NA	Detchd	1900	Unf	1	288	TA	Fa	N	0	0	0	0	0	0	NA	NA	NA	0	1	2008	WD	Normal
907290090	1630	213000	20	RL	75	9750	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2000	2001	Gable	CompShg	VinylSd	VinylSd	BrkFace	171	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1630	1630	GasA	Ex	Y	SBrkr	1630	0	0	0	0	2	0	3	1	Gd	6	Typ	1	TA	Attchd	2000	Unf	2	451	TA	TA	Y	74	234	0	0	0	0	NA	NA	NA	0	10	2009	WD	Normal
907203090	924	110000	20	RL	88	7990	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	6	1975	1975	Hip	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	Gd	TA	No	Unf	0	Unf	0	924	924	GasA	TA	Y	SBrkr	924	0	0	0	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1981	Unf	1	280	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	4	2008	WD	Normal
905102060	1039	131500	190	RL	75	11625	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	2fmCon	1Story	5	4	1965	1965	Hip	CompShg	Plywood	HdBoard	None	0	TA	TA	PConc	TA	TA	Mn	BLQ	841	Unf	0	198	1039	GasA	Ex	Y	SBrkr	1039	0	0	1	0	1	1	3	1	TA	6	Typ	0	NA	Attchd	1965	Unf	2	504	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal
907275150	2439	275000	60	RL	NA	12728	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	8	5	2001	2001	Gable	CompShg	VinylSd	VinylSd	BrkFace	256	Gd	TA	PConc	Gd	TA	Mn	GLQ	1198	Unf	0	333	1531	GasA	Ex	Y	SBrkr	1531	908	0	1	0	2	1	4	1	Gd	7	Typ	1	TA	Attchd	2001	Fin	2	560	TA	TA	Y	184	121	0	0	0	0	NA	NA	NA	0	1	2007	WD	Normal
535152150	1700	165500	20	RL	70	10552	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1959	1959	Hip	CompShg	BrkFace	BrkFace	None	0	TA	TA	CBlock	TA	TA	No	Rec	1018	Unf	0	380	1398	GasA	Gd	Y	SBrkr	1700	0	0	0	1	1	1	4	1	Gd	6	Typ	1	Gd	Attchd	1959	RFn	2	447	TA	TA	Y	0	38	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal
528365090	2526	290000	60	RL	92	10120	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1994	1994	Hip	CompShg	VinylSd	VinylSd	BrkFace	391	Gd	TA	PConc	Gd	TA	No	GLQ	740	Unf	0	425	1165	GasA	Ex	Y	SBrkr	1203	1323	0	1	0	2	1	4	1	Gd	8	Typ	1	TA	Attchd	1994	RFn	3	844	TA	TA	Y	309	78	0	0	0	0	NA	NA	NA	0	12	2006	WD	Normal
910200080	919	126000	30	RM	50	7000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1Story	6	8	1926	1998	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	BrkTil	TA	TA	No	Rec	299	GLQ	40	555	894	GasA	TA	Y	SBrkr	919	0	0	1	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1926	Unf	1	195	TA	TA	P	0	0	116	0	0	0	NA	MnPrv	NA	0	7	2008	WD	Normal
923225080	1040	124000	120	RM	NA	4224	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	TwnhsE	1Story	5	6	1975	1975	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	PConc	Gd	TA	No	GLQ	769	Unf	0	271	1040	GasA	Gd	Y	SBrkr	1040	0	0	0	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1975	Unf	2	499	TA	TA	Y	0	100	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal
906402200	3222	320000	60	RL	90	12376	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	SawyerW	Norm	Norm	1Fam	2Story	7	5	1990	1990	Hip	CompShg	Plywood	Plywood	None	0	TA	TA	PConc	Gd	TA	Mn	GLQ	1470	Unf	0	203	1673	GasA	Gd	Y	SBrkr	1699	1523	0	1	0	3	0	5	1	Gd	11	Typ	2	TA	Attchd	1990	Unf	3	594	TA	TA	Y	367	0	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal
921128050	1978	425000	20	RL	85	12633	Pave	NA	IR1	HLS	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	9	5	2007	2007	Hip	CompShg	CemntBd	CmentBd	Stone	290	Ex	TA	PConc	Ex	TA	Gd	GLQ	1640	Unf	0	338	1978	GasA	Ex	Y	SBrkr	1978	0	0	1	0	2	0	2	1	Ex	7	Typ	1	Gd	Attchd	2007	Fin	3	920	TA	TA	Y	308	52	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal
909250160	789	96500	45	RL	55	10594	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	1.5Unf	5	5	1926	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	768	768	Grav	Fa	N	SBrkr	789	0	0	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1926	Unf	1	200	Po	Po	Y	0	0	112	0	0	0	NA	MnPrv	NA	0	6	2007	WD	Normal
908225170	784	91900	190	RL	56	6931	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	2fmCon	1Story	4	5	1955	1955	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	Av	ALQ	784	Unf	0	0	784	GasA	TA	N	FuseP	784	0	0	1	0	1	0	2	1	TA	4	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	112	0	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal
906380060	1838	272500	20	RL	77	11422	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	8	5	2007	2008	Hip	CompShg	VinylSd	VinylSd	Stone	352	Gd	TA	PConc	Ex	TA	Av	GLQ	1359	Unf	0	479	1838	GasA	Ex	Y	SBrkr	1838	0	0	1	0	2	0	3	1	Gd	7	Typ	2	Gd	Attchd	2007	RFn	2	524	TA	TA	Y	154	222	0	0	0	0	NA	NA	NA	0	4	2009	WD	Normal
528480110	1716	200825	60	FV	65	8125	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	6	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	858	858	GasA	Ex	Y	SBrkr	858	858	0	0	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	2005	RFn	2	615	TA	TA	Y	0	53	0	0	0	0	NA	NA	NA	0	2	2006	WD	Normal
923400040	1750	160000	50	RL	75	12508	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	1.5Fin	6	7	1940	1985	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	Gd	TA	Mn	ALQ	660	Unf	0	323	983	GasA	Ex	Y	SBrkr	983	767	0	1	0	2	0	4	1	TA	7	Mod	0	NA	Attchd	1989	Unf	1	423	TA	TA	Y	245	0	156	0	0	0	NA	NA	Shed	1300	7	2008	WD	Normal
910205020	1192	78000	70	RM	60	6402	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	IDOTRR	Norm	Norm	1Fam	2Story	5	5	1920	1950	Gable	CompShg	Wd Sdng	Wd Shng	None	0	TA	TA	PConc	TA	TA	Mn	Unf	0	Unf	0	596	596	GasA	TA	N	SBrkr	596	596	0	0	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1920	Unf	1	189	Fa	Fa	N	0	0	137	0	0	0	NA	GdWo	NA	0	7	2009	WD	Normal
535103050	1820	201800	60	RL	NA	13700	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	2Story	7	6	1965	1988	Gable	CompShg	VinylSd	VinylSd	Stone	288	TA	TA	CBlock	TA	TA	Gd	ALQ	454	Unf	0	410	864	GasA	TA	Y	SBrkr	902	918	0	0	0	1	2	4	1	Gd	8	Typ	2	Gd	Attchd	1965	Unf	2	492	TA	TA	Y	60	84	0	0	273	0	NA	GdPrv	NA	0	5	2008	WD	Normal
528240150	1594	195500	60	RL	61	10125	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Mn	Unf	0	Unf	0	846	846	GasA	Ex	Y	SBrkr	846	748	0	0	0	2	1	3	1	Gd	7	Typ	1	Gd	Attchd	2004	Fin	2	434	TA	TA	Y	300	48	0	0	0	0	NA	MnPrv	NA	0	7	2009	WD	Normal
535327140	827	107500	20	RL	60	7200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1955	2007	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	Ex	Y	SBrkr	827	0	0	0	0	1	0	2	1	TA	5	Mod	1	Po	Detchd	1967	Unf	1	392	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal
534431130	960	122000	20	RL	68	9768	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1955	1955	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Rec	100	ALQ	247	613	960	GasA	Gd	Y	SBrkr	960	0	0	1	0	1	0	2	1	TA	5	Typ	0	NA	Attchd	1955	RFn	1	330	TA	TA	Y	0	70	0	0	0	0	NA	MnPrv	NA	0	2	2009	WD	Normal
923203110	1204	162000	120	RM	32	4500	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	Mitchel	Norm	Norm	TwnhsE	1Story	6	5	1998	1998	Hip	CompShg	VinylSd	VinylSd	BrkFace	320	TA	TA	PConc	Ex	TA	No	GLQ	866	Unf	0	338	1204	GasA	Ex	Y	SBrkr	1204	0	0	1	0	2	0	2	1	TA	5	Typ	0	NA	Attchd	1998	Fin	2	412	TA	TA	Y	0	247	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
527356020	2784	250000	60	RL	80	16692	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NWAmes	RRAn	Norm	1Fam	2Story	7	5	1978	1978	Gable	CompShg	Plywood	Plywood	BrkFace	184	TA	TA	CBlock	Gd	TA	No	BLQ	790	LwQ	469	133	1392	GasA	TA	Y	SBrkr	1392	1392	0	1	0	3	1	5	1	Gd	12	Typ	2	TA	Attchd	1978	RFn	2	564	TA	TA	Y	0	112	0	0	440	519	Fa	MnPrv	TenC	2000	7	2006	WD	Normal
527252090	1714	318000	120	RL	60	8147	Pave	NA	Reg	HLS	AllPub	Inside	Gtl	StoneBr	Norm	Norm	TwnhsE	1Story	9	5	2005	2005	Hip	CompShg	MetalSd	MetalSd	BrkFace	230	Gd	TA	PConc	Ex	TA	Gd	GLQ	1191	Unf	0	523	1714	GasA	Ex	Y	SBrkr	1714	0	0	1	0	2	0	2	1	Gd	7	Typ	1	Gd	Attchd	2005	Fin	2	517	TA	TA	Y	156	55	0	0	0	0	NA	NA	NA	0	8	2006	WD	Normal
527258020	1530	260000	20	RL	124	16158	Pave	NA	IR1	Low	AllPub	Inside	Mod	StoneBr	Norm	Norm	1Fam	1Story	7	5	2005	2005	Hip	CompShg	VinylSd	VinylSd	Stone	16	Gd	TA	PConc	Ex	TA	Av	ALQ	1274	Unf	0	256	1530	GasA	Ex	Y	SBrkr	1530	0	0	1	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2005	Fin	2	430	TA	TA	Y	168	36	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
533253060	788	155000	120	RL	30	4420	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Greens	Norm	Norm	TwnhsE	1Story	8	5	1980	1980	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	Gd	TA	CBlock	Gd	TA	Gd	GLQ	728	Unf	0	0	728	GasA	TA	Y	SBrkr	788	0	0	1	0	1	0	1	1	Gd	3	Typ	1	TA	Detchd	1980	Fin	2	484	TA	TA	Y	133	42	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal
905107380	1073	120000	20	RL	NA	9981	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	5	1967	1967	Gable	CompShg	MetalSd	MetalSd	BrkFace	340	TA	TA	CBlock	TA	TA	Mn	BLQ	221	Unf	0	852	1073	GasA	Gd	Y	SBrkr	1073	0	0	0	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1967	RFn	1	270	TA	TA	Y	0	90	0	0	0	0	NA	MnPrv	NA	0	3	2008	WD	Normal
531375040	1114	159000	20	RL	63	13072	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	RRAe	Norm	1Fam	1Story	7	5	2004	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1114	1114	GasA	Ex	Y	SBrkr	1114	0	0	0	0	1	1	3	1	Gd	6	Typ	0	NA	Detchd	2005	Unf	2	576	TA	TA	Y	248	102	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal
535355100	1310	112000	50	RL	50	7000	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Artery	Norm	1Fam	1.5Fin	6	6	1924	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	BrkTil	Fa	TA	No	LwQ	617	Unf	0	0	617	GasA	Gd	Y	SBrkr	865	445	0	0	0	2	0	2	1	TA	6	Min1	0	NA	Attchd	1924	Unf	1	398	TA	TA	Y	0	0	126	0	0	0	NA	NA	NA	0	5	2006	COD	Normal
907192120	1479	226000	20	RL	72	10665	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	BrkFace	167	Gd	TA	PConc	Gd	TA	Av	GLQ	1013	Unf	0	440	1453	GasA	Ex	Y	SBrkr	1479	0	0	1	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2003	RFn	2	558	TA	TA	Y	144	29	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal
528138010	1808	324000	20	RL	102	13514	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NridgHt	Norm	Norm	1Fam	1Story	9	5	2008	2008	Hip	CompShg	VinylSd	VinylSd	None	285	Ex	TA	PConc	Ex	TA	No	GLQ	1142	Unf	0	632	1774	GasA	Ex	Y	SBrkr	1808	0	0	1	0	2	0	3	1	Ex	7	Typ	1	Gd	Attchd	2008	Fin	3	850	TA	TA	Y	200	26	0	0	0	0	NA	NA	NA	0	3	2009	WD	Normal
908229020	864	99900	30	RL	56	4060	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Edwards	Feedr	Norm	1Fam	1Story	5	8	1922	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	Fa	TA	No	Unf	0	Unf	0	864	864	GasA	Ex	Y	SBrkr	864	0	0	0	0	1	0	2	1	TA	4	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	96	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal
528480090	1468	271500	20	FV	84	10440	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Somerst	Norm	Norm	1Fam	1Story	6	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Ex	TA	No	GLQ	1414	Unf	0	54	1468	GasA	Ex	Y	SBrkr	1468	0	0	1	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2005	Fin	2	528	TA	TA	Y	0	102	0	0	216	0	NA	NA	NA	0	5	2010	WD	Normal
527108070	1746	377500	20	RL	42	14892	Pave	NA	IR1	HLS	AllPub	CulDSac	Gtl	Gilbert	Norm	Norm	1Fam	1Story	9	5	2006	2007	Gable	CompShg	VinylSd	VinylSd	Stone	160	Ex	TA	PConc	Ex	TA	Gd	GLQ	1320	Unf	0	426	1746	GasA	Ex	Y	SBrkr	1746	0	0	1	0	2	0	3	1	Ex	7	Typ	2	Gd	Attchd	2006	Fin	3	758	TA	TA	Y	201	39	0	0	0	0	NA	NA	NA	0	10	2009	WD	Normal
906226060	2016	131000	70	RL	120	26400	Pave	NA	Reg	Bnk	AllPub	FR2	Gtl	SawyerW	Feedr	Norm	1Fam	2Story	5	7	1880	2007	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	PConc	NA	NA	NA	NA	0	NA	0	0	0	GasA	Ex	Y	SBrkr	1288	728	0	0	0	1	0	4	1	TA	7	Mod	1	TA	Attchd	1900	Unf	2	576	TA	TA	P	0	0	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
905300080	894	142500	20	RL	100	13350	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	5	1974	1974	Hip	CompShg	HdBoard	Plywood	None	0	TA	TA	CBlock	TA	TA	No	ALQ	762	Unf	0	102	864	GasA	TA	Y	SBrkr	894	0	0	1	0	1	0	3	1	TA	5	Typ	1	Fa	Attchd	1974	Unf	2	440	TA	TA	Y	241	0	0	0	0	0	NA	MnPrv	NA	0	6	2006	WD	Normal
906394050	1314	176432	20	RL	78	9317	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	6	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	24	Unf	0	1290	1314	GasA	Gd	Y	SBrkr	1314	0	0	0	0	2	0	3	1	Gd	6	Typ	1	Gd	Attchd	2006	RFn	2	440	TA	TA	Y	0	22	0	0	0	0	NA	NA	NA	0	3	2007	WD	Normal
534250010	1656	135000	90	RL	87	9246	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NWAmes	Feedr	Norm	Duplex	1Story	5	5	1973	1973	Gable	CompShg	Plywood	Plywood	BrkFace	564	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1656	1656	GasA	TA	Y	SBrkr	1656	0	0	0	0	2	0	4	2	TA	8	Typ	0	NA	Detchd	1973	Unf	2	506	TA	TA	Y	0	211	0	0	0	0	NA	NA	NA	0	11	2008	WD	Normal
904100090	1921	150000	90	RL	120	11136	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Sawyer	Feedr	Feedr	Duplex	1Story	6	5	1964	1964	Gable	CompShg	BrkFace	BrkFace	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1921	1921	GasA	TA	Y	SBrkr	1921	0	0	0	0	2	0	4	2	TA	8	Typ	0	NA	Detchd	1964	Unf	2	576	TA	TA	Y	0	180	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal
905453040	1212	186000	20	RL	83	10420	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Edwards	Norm	Norm	1Fam	1Story	6	5	2009	2009	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	Mn	GLQ	36	Unf	0	1176	1212	GasA	Ex	Y	SBrkr	1212	0	0	0	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2009	RFn	2	460	TA	TA	Y	100	22	0	0	0	0	NA	NA	NA	0	3	2010	WD	Normal
527326150	1602	215000	20	RL	NA	16635	Pave	NA	IR1	Lvl	AllPub	FR2	Gtl	NWAmes	Norm	Norm	1Fam	1Story	6	7	1977	2000	Gable	CompShg	CemntBd	CmentBd	Stone	126	Gd	TA	CBlock	Gd	TA	No	ALQ	1246	Unf	0	356	1602	GasA	Gd	Y	SBrkr	1602	0	0	0	1	2	0	3	1	Gd	8	Typ	1	TA	Attchd	1977	Fin	2	529	TA	TA	Y	240	0	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
909101050	1250	116000	50	RL	45	8248	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1.5Fin	5	7	1918	1950	Gable	CompShg	Stucco	Stucco	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	686	686	GasW	Gd	Y	SBrkr	686	564	0	0	1	1	1	3	1	Fa	7	Typ	0	NA	Detchd	1955	Unf	1	280	TA	TA	P	207	0	96	0	0	0	NA	NA	NA	0	7	2006	WD	Normal
923203140	1189	160500	120	RM	32	4500	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	Mitchel	Norm	Norm	TwnhsE	1Story	6	5	1997	1997	Hip	CompShg	VinylSd	VinylSd	BrkFace	197	TA	TA	PConc	Ex	TA	No	GLQ	864	Unf	0	325	1189	GasA	Ex	Y	SBrkr	1189	0	0	1	0	2	0	2	1	TA	4	Typ	0	NA	Attchd	1997	RFn	2	392	TA	TA	Y	0	122	0	0	0	0	NA	NA	NA	0	4	2008	WD	Normal
906230020	2787	269500	90	RL	NA	7939	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Feedr	Norm	Duplex	2Story	7	5	2000	2000	Hip	CompShg	VinylSd	VinylSd	BrkFace	23	TA	TA	PConc	Ex	TA	No	GLQ	820	Unf	0	348	1168	GasA	Ex	Y	SBrkr	1168	1619	0	2	0	4	2	6	2	TA	8	Typ	2	TA	BuiltIn	2000	Fin	4	820	TA	TA	Y	312	0	0	0	0	0	NA	NA	NA	0	10	2009	WD	Normal
528228360	1511	246990	120	RL	NA	2938	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2002	2002	Gable	CompShg	VinylSd	VinylSd	BrkFace	40	Gd	TA	PConc	Gd	TA	Av	GLQ	1038	Unf	0	330	1368	GasA	Ex	Y	SBrkr	1511	0	0	1	0	2	0	2	1	Gd	5	Typ	1	TA	Attchd	2002	Fin	2	398	TA	TA	Y	130	30	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal
532377130	1144	131400	20	RL	80	10000	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Sawyer	Feedr	Norm	1Fam	1Story	5	6	1961	1983	Hip	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	BLQ	594	Unf	0	270	864	GasA	Ex	Y	SBrkr	1144	0	0	1	0	1	0	3	1	TA	6	Typ	1	TA	Attchd	1961	RFn	1	264	TA	TA	Y	165	0	0	0	0	0	NA	GdWo	Shed	400	3	2009	WD	Normal
903400030	816	109000	30	RL	50	11672	Pave	Pave	IR2	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1Story	5	5	1925	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	816	816	GasA	TA	Y	FuseA	816	0	0	0	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1925	Unf	1	210	Fa	Fa	N	168	0	112	0	0	0	NA	NA	NA	0	7	2006	WD	Normal
535453200	1148	132500	20	RL	70	7931	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1959	1959	Hip	CompShg	BrkFace	Plywood	None	0	TA	TA	CBlock	TA	TA	No	BLQ	1148	Unf	0	0	1148	GasA	TA	Y	SBrkr	1148	0	0	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1959	Unf	1	672	TA	TA	Y	0	0	0	0	0	0	NA	GdPrv	NA	0	7	2009	WD	Normal
528240080	1936	230500	60	RL	106	11194	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	2Story	8	5	2000	2000	Gable	CompShg	VinylSd	VinylSd	BrkFace	40	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1406	1406	GasA	Ex	Y	SBrkr	1454	482	0	0	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	2000	RFn	2	504	TA	TA	Y	188	124	0	0	0	0	NA	NA	NA	0	11	2006	WD	Normal
534476320	1050	128900	20	RL	80	9600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1956	1956	Hip	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	504	Unf	0	546	1050	GasA	Gd	Y	SBrkr	1050	0	0	0	0	1	0	2	1	TA	5	Typ	0	NA	Attchd	1956	Unf	1	338	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
902125080	1605	107400	50	RM	60	5790	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	2Story	3	6	1915	1950	Gambrel	CompShg	VinylSd	VinylSd	None	0	Gd	Gd	CBlock	Fa	TA	No	Unf	0	Unf	0	840	840	GasA	Gd	N	SBrkr	840	765	0	0	0	2	0	3	2	TA	8	Typ	0	NA	Detchd	1915	Unf	1	379	TA	TA	Y	0	0	202	0	0	0	NA	NA	NA	0	5	2010	WD	Normal
528327010	2855	405000	60	RL	NA	9233	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	9	5	2000	2000	Gable	CompShg	VinylSd	VinylSd	BrkFace	877	Gd	TA	PConc	Ex	TA	Av	GLQ	1182	Unf	0	358	1540	GasA	Ex	Y	SBrkr	1540	1315	0	1	0	2	1	4	1	Ex	9	Typ	1	TA	Attchd	2000	RFn	3	774	TA	TA	Y	247	55	0	0	0	0	NA	NA	NA	0	3	2006	WD	Normal
916455070	1296	220000	20	RL	NA	6853	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	8	5	2001	2002	Gable	CompShg	VinylSd	VinylSd	BrkFace	136	Gd	TA	PConc	Ex	TA	No	GLQ	1005	Unf	0	262	1267	GasA	Ex	Y	SBrkr	1296	0	0	1	0	2	0	2	1	Gd	6	Typ	0	NA	Attchd	2001	Fin	2	471	TA	TA	Y	192	25	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
535350030	1086	144900	20	RL	85	10200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1954	2003	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	104	TA	TA	CBlock	TA	TA	No	ALQ	320	BLQ	362	404	1086	GasA	Gd	Y	SBrkr	1086	0	0	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1989	Unf	2	490	TA	TA	Y	0	0	0	0	0	0	NA	GdWo	NA	0	5	2010	WD	Normal
905226170	1176	137000	20	RL	85	13770	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Sawyer	Feedr	Norm	1Fam	1Story	5	6	1958	1998	Gable	CompShg	Plywood	Plywood	BrkFace	340	TA	TA	CBlock	TA	TA	Mn	Rec	190	BLQ	873	95	1158	GasA	TA	Y	SBrkr	1176	0	0	1	0	1	0	3	1	TA	6	Typ	2	Gd	Attchd	1958	Unf	1	303	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	10	2007	VWD	Normal
527453130	1456	149900	160	RL	24	2280	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	NPkVill	Norm	Norm	Twnhs	2Story	6	6	1975	1975	Gable	CompShg	Plywood	Brk Cmn	None	0	TA	TA	CBlock	TA	TA	No	ALQ	514	Unf	0	341	855	GasA	TA	Y	SBrkr	855	601	0	0	0	2	1	3	1	Gd	6	Typ	1	TA	Attchd	1975	Unf	2	440	TA	TA	Y	173	0	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal
534127210	1427	183000	80	RL	NA	11104	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	SLvl	6	6	1969	1969	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	Av	GLQ	828	Unf	0	599	1427	GasA	Gd	Y	SBrkr	1427	0	0	0	1	2	0	4	1	TA	7	Typ	0	NA	Attchd	1969	RFn	2	516	TA	TA	Y	0	0	0	0	216	0	NA	NA	NA	0	5	2008	WD	Normal
531452020	918	99500	120	RL	55	7892	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	TwnhsE	1Story	6	5	1979	1979	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	Gd	TA	No	Unf	0	Unf	0	918	918	GasA	TA	Y	SBrkr	918	0	0	0	0	2	0	2	1	TA	5	Typ	1	TA	Attchd	1979	Unf	1	264	TA	TA	Y	28	0	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal
531452180	1744	194500	60	RL	NA	9453	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	SawyerW	RRNe	Norm	1Fam	2Story	7	7	1993	2003	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	PConc	Gd	TA	No	BLQ	402	Unf	0	594	996	GasA	Ex	Y	SBrkr	1014	730	0	0	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	1993	RFn	2	457	TA	TA	Y	370	70	0	238	0	0	NA	NA	NA	0	2	2010	WD	Normal
902300110	1627	139500	190	RM	69	9142	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	2fmCon	2Story	5	5	1900	2006	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Fa	BrkTil	Fa	TA	No	Unf	0	Unf	0	797	797	GasA	TA	N	FuseA	830	797	0	0	0	2	0	4	2	TA	10	Typ	0	NA	Detchd	1950	Unf	2	420	Fa	Po	N	192	0	60	0	0	0	NA	NA	NA	0	2	2008	WD	Normal
924152030	1797	231000	60	RL	74	12961	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	2Story	6	5	1993	1994	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	Gd	PConc	Gd	TA	Mn	GLQ	944	Unf	0	208	1152	GasA	Ex	Y	SBrkr	1152	645	0	1	0	2	1	3	1	Gd	7	Typ	1	Fa	Attchd	1993	Fin	2	616	TA	TA	Y	162	312	0	0	0	0	NA	NA	NA	0	3	2010	WD	Normal
902110120	1951	111500	190	RM	56	7745	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	2fmCon	1.5Fin	4	6	1900	1950	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	TA	PConc	TA	TA	No	Unf	0	Unf	0	938	938	GasA	Gd	N	SBrkr	1084	867	0	0	0	2	0	4	2	Fa	9	Typ	0	NA	Detchd	1993	Unf	2	576	TA	TA	P	0	6	28	0	0	0	NA	NA	NA	0	4	2006	WD	Normal
528439080	1506	249000	20	RL	70	8251	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	7	5	2005	2006	Gable	CompShg	VinylSd	VinylSd	BrkFace	143	Gd	TA	PConc	Gd	Gd	Av	GLQ	778	Unf	0	716	1494	GasA	Ex	Y	SBrkr	1506	0	0	1	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2005	RFn	2	672	TA	TA	Y	192	35	0	0	0	0	NA	NA	NA	0	4	2007	WD	Normal
908151040	1117	147000	80	RL	NA	9638	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Edwards	Norm	Norm	1Fam	SLvl	6	6	1977	1977	Hip	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	TA	TA	Av	ALQ	368	Rec	120	541	1029	GasA	TA	Y	SBrkr	1117	0	0	1	0	1	0	3	1	TA	6	Typ	1	Fa	Attchd	1977	RFn	2	542	TA	TA	Y	292	0	0	0	0	0	NA	NA	NA	0	11	2008	WD	Normal
528390020	1987	301500	20	RL	91	14303	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NoRidge	Norm	Norm	1Fam	1Story	8	5	1994	1994	Hip	CompShg	HdBoard	HdBoard	BrkFace	554	Gd	TA	PConc	Gd	TA	Gd	GLQ	1314	Unf	0	672	1986	GasA	Ex	Y	SBrkr	1987	0	0	1	0	2	0	2	1	Gd	7	Typ	1	TA	Attchd	1994	Fin	2	691	TA	TA	Y	262	36	0	0	0	0	NA	NA	NA	0	8	2008	WD	Normal
531453140	884	144000	85	RL	NA	9180	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	SawyerW	Norm	Norm	1Fam	SFoyer	5	7	1983	1983	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	Gd	TA	Av	ALQ	747	LwQ	93	0	840	GasA	Gd	Y	SBrkr	884	0	0	1	0	1	0	2	1	Gd	5	Typ	0	NA	Attchd	1983	RFn	2	504	TA	Gd	Y	240	0	0	0	0	0	NA	MnPrv	NA	0	12	2007	WD	Normal
531363080	1142	139500	20	RL	74	7733	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	1Story	6	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	TA	TA	Mn	GLQ	24	Unf	0	1118	1142	GasA	Ex	Y	SBrkr	1142	0	0	0	0	1	1	3	1	Gd	5	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	4	50	0	0	0	0	NA	NA	NA	0	1	2006	WD	Normal
527450520	987	100500	160	RM	21	1890	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	Twnhs	2Story	6	6	1972	1972	Gable	CompShg	HdBoard	HdBoard	BrkFace	422	TA	TA	CBlock	TA	TA	No	LwQ	483	Unf	0	0	483	GasA	Gd	Y	SBrkr	483	504	0	0	0	1	1	2	1	TA	5	Typ	0	NA	Detchd	1975	Unf	1	352	TA	TA	Y	411	0	0	0	0	0	NA	NA	NA	0	4	2008	WD	Normal
534252040	1344	144000	20	RL	NA	9503	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1958	1983	Hip	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	ALQ	457	Rec	374	193	1024	GasA	TA	Y	SBrkr	1344	0	0	1	0	1	0	2	1	TA	6	Min1	1	TA	Detchd	1970	Unf	1	484	TA	TA	Y	316	28	0	0	0	0	NA	GdWo	NA	0	6	2007	WD	Normal
527453140	1055	123000	120	RL	24	2280	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	NPkVill	Norm	Norm	Twnhs	1Story	7	5	1975	1975	Gable	CompShg	Plywood	Brk Cmn	None	0	TA	TA	CBlock	Gd	TA	No	ALQ	435	LwQ	622	0	1057	GasA	TA	Y	SBrkr	1055	0	0	0	1	2	0	2	1	TA	4	Typ	1	Fa	Attchd	1975	RFn	2	440	TA	TA	Y	0	27	0	0	0	0	NA	NA	NA	0	8	2009	WD	Normal
531385020	1434	189000	20	RL	65	8529	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	1Story	7	5	2001	2001	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	20	Unf	0	1434	1454	GasA	Ex	Y	SBrkr	1434	0	0	0	0	2	0	3	1	Gd	6	Typ	1	TA	Attchd	2001	RFn	2	527	TA	TA	Y	290	39	0	0	0	0	NA	NA	NA	0	4	2009	WD	Normal
534151175	2495	243500	60	RL	80	10791	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	2Story	6	5	1993	1993	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	PConc	Gd	TA	Mn	GLQ	1137	Unf	0	143	1280	GasA	Ex	Y	SBrkr	1280	1215	0	1	0	2	1	4	1	Gd	9	Typ	1	TA	Attchd	1993	Unf	2	660	TA	TA	Y	224	32	0	0	0	0	NA	NA	NA	0	3	2010	WD	Normal
914452060	1664	145000	90	RL	65	8385	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	Duplex	1Story	6	5	1978	1978	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	TA	TA	Mn	Unf	0	Unf	0	1664	1664	GasA	TA	Y	SBrkr	1664	0	0	0	0	2	0	4	2	TA	10	Typ	0	NA	2Types	1978	Unf	2	616	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	10	2006	WD	Normal
905200220	1092	139000	20	RL	NA	11616	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	5	1962	1962	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	116	TA	TA	CBlock	TA	TA	No	LwQ	170	BLQ	670	252	1092	GasA	TA	Y	SBrkr	1092	0	0	0	1	1	0	3	1	TA	6	Typ	1	Po	Attchd	1962	Unf	1	288	TA	TA	Y	0	20	144	0	0	0	NA	NA	NA	0	9	2009	WD	Normal
903425280	1396	153575	70	RL	60	8730	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	RRAn	Norm	1Fam	2Story	6	7	1915	2003	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	698	698	GasA	Ex	Y	FuseA	698	698	0	0	0	1	0	3	1	TA	7	Typ	0	NA	Detchd	2003	Unf	1	384	TA	TA	Y	0	0	0	0	259	0	NA	NA	NA	0	7	2007	WD	Normal
528477050	2007	310000	60	FV	85	11003	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	10	5	2008	2008	Gable	CompShg	VinylSd	VinylSd	Stone	160	Ex	TA	PConc	Ex	TA	Av	GLQ	765	Unf	0	252	1017	GasA	Ex	Y	SBrkr	1026	981	0	1	0	2	1	3	1	Ex	10	Typ	1	Ex	Attchd	2008	Fin	3	812	TA	TA	Y	168	52	0	0	0	0	NA	NA	NA	0	4	2009	WD	Normal
534402170	2140	177500	60	RL	NA	8970	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	2Story	5	6	1965	1965	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	No	ALQ	388	Unf	0	356	744	GasA	TA	Y	SBrkr	825	1315	0	0	0	2	1	4	1	TA	7	Typ	1	TA	Attchd	1965	Fin	2	549	TA	TA	Y	0	40	264	0	0	0	NA	MnPrv	NA	0	6	2009	WD	Normal
528228340	1456	215000	120	RL	NA	3196	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	8	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	BrkFace	40	Gd	TA	PConc	Gd	TA	Gd	Unf	0	Unf	0	1273	1273	GasA	Ex	Y	SBrkr	1456	0	0	0	0	2	0	2	1	Gd	7	Typ	1	TA	Attchd	2003	Fin	2	400	TA	TA	Y	143	20	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal
527404020	1180	128000	20	RL	NA	7830	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1970	1970	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1180	1180	GasA	TA	Y	SBrkr	1180	0	0	0	0	1	1	2	1	TA	6	Typ	0	NA	Attchd	1970	RFn	2	477	TA	TA	Y	0	45	0	0	0	0	NA	NA	NA	0	3	2009	COD	Normal
908103350	1096	125200	80	RL	65	6305	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	SLvl	6	6	1975	1975	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	TA	TA	Av	ALQ	528	Unf	0	480	1008	GasA	TA	Y	SBrkr	1096	0	0	1	0	1	0	3	1	TA	5	Typ	1	Fa	Detchd	1975	Unf	1	352	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal
527126030	1652	251000	120	RL	41	5330	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	2000	2000	Gable	CompShg	CemntBd	CmentBd	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	1196	Unf	0	298	1494	GasA	Ex	Y	SBrkr	1652	0	0	1	0	2	0	2	1	Ex	6	Typ	0	NA	Attchd	2000	RFn	2	499	TA	TA	Y	96	48	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal
916475040	1838	315000	20	RL	85	14601	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	9	5	2006	2006	Hip	CompShg	VinylSd	VinylSd	BrkFace	584	Ex	TA	PConc	Ex	TA	Av	GLQ	1260	Unf	0	578	1838	GasA	Ex	Y	SBrkr	1838	0	0	1	0	2	0	2	1	Ex	8	Typ	1	Gd	Attchd	2006	Fin	3	765	TA	TA	Y	270	68	0	0	0	0	NA	NA	NA	0	3	2009	WD	Normal
905452110	1531	127000	50	RL	50	9350	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1.5Fin	4	6	1947	1979	Gable	CompShg	WdShing	Wd Shng	None	0	TA	TA	CBlock	TA	Fa	No	LwQ	192	Unf	0	564	756	GasA	Ex	Y	SBrkr	1169	0	362	0	0	1	0	3	1	TA	8	Typ	1	TA	Detchd	1947	Unf	1	209	Fa	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	6	2010	WD	Normal
902103120	1944	103500	90	RM	57	10307	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	Duplex	2Story	6	5	1910	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	Mn	LwQ	633	Unf	0	339	972	GasA	Gd	N	FuseA	972	972	0	1	0	2	0	4	2	TA	12	Typ	0	NA	Detchd	1920	Unf	2	324	Fa	TA	N	0	28	169	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
527359180	1868	197500	60	RL	NA	10304	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NWAmes	PosN	Norm	1Fam	2Story	5	7	1976	1976	Gable	CompShg	Plywood	Plywood	BrkFace	44	TA	Gd	CBlock	TA	TA	No	ALQ	381	Unf	0	399	780	GasA	Ex	Y	SBrkr	1088	780	0	1	0	2	1	4	1	Gd	9	Typ	1	TA	Attchd	1976	Unf	2	484	TA	TA	Y	448	96	0	0	0	0	NA	NA	NA	0	10	2009	WD	Normal
535475020	1796	140000	60	RL	71	7056	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	2Story	6	5	1963	1963	Hip	CompShg	HdBoard	HdBoard	BrkFace	415	TA	TA	CBlock	TA	TA	No	BLQ	400	Unf	0	380	780	GasA	TA	Y	SBrkr	983	813	0	1	0	1	1	4	1	TA	8	Typ	1	TA	Attchd	1963	RFn	2	483	TA	TA	Y	0	50	0	0	0	0	NA	NA	NA	0	10	2008	WD	Normal
923227100	1360	140000	20	RL	80	13384	Pave	NA	Reg	Lvl	AllPub	Inside	Mod	Mitchel	Norm	Norm	1Fam	1Story	5	5	1969	1979	Gable	CompShg	Plywood	Plywood	BrkFace	194	TA	TA	PConc	TA	TA	Av	Rec	119	BLQ	344	641	1104	GasA	Fa	Y	SBrkr	1360	0	0	1	0	1	0	3	1	TA	8	Typ	1	TA	Attchd	1969	RFn	1	336	TA	TA	Y	160	0	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal
528150090	1780	378000	20	RL	131	14828	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NridgHt	Norm	Norm	1Fam	1Story	9	5	2004	2005	Hip	CompShg	MetalSd	MetalSd	BrkFace	674	Ex	TA	PConc	Ex	TA	Gd	GLQ	1383	Unf	0	397	1780	GasA	Ex	Y	SBrkr	1780	0	0	1	0	2	0	2	1	Ex	7	Typ	1	Gd	Attchd	2004	Fin	3	816	TA	TA	Y	144	68	0	0	0	0	NA	NA	NA	0	8	2006	WD	Normal
916252170	1295	230000	120	RM	NA	8239	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	GrnHill	Norm	Norm	TwnhsE	1Story	7	5	1986	1986	Gable	CompShg	BrkFace	Wd Sdng	None	0	Gd	TA	CBlock	NA	NA	NA	NA	0	NA	0	0	0	GasA	Gd	Y	SBrkr	1295	0	0	0	0	2	0	2	1	Gd	5	Typ	0	NA	Attchd	1986	RFn	1	312	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	11	2006	WD	Normal
914475030	1287	173000	85	RL	72	9360	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	SFoyer	6	7	1977	1977	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	Gd	TA	Av	GLQ	841	LwQ	116	0	957	GasA	TA	Y	SBrkr	1287	0	0	1	0	1	1	2	1	TA	5	Typ	2	Fa	Attchd	1977	RFn	2	541	TA	TA	Y	302	39	0	0	120	0	NA	GdWo	NA	0	11	2009	WD	Normal
923225240	1475	127000	160	RM	41	2665	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	TwnhsE	2Story	5	6	1977	1977	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	PConc	TA	TA	No	ALQ	548	Rec	173	36	757	GasA	Ex	Y	SBrkr	925	550	0	0	0	2	0	4	1	TA	6	Typ	1	TA	Attchd	1977	RFn	1	336	TA	TA	Y	104	26	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal
528482090	2466	340000	60	FV	102	11143	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Somerst	Norm	Norm	1Fam	2Story	8	5	2004	2005	Gable	CompShg	CemntBd	CmentBd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1580	1580	GasA	Ex	Y	SBrkr	1580	886	0	0	0	3	0	4	1	Gd	8	Typ	1	Gd	Attchd	2004	RFn	2	610	TA	TA	Y	159	214	0	0	0	0	NA	NA	NA	0	12	2007	WD	Normal
527358060	1484	175000	20	RL	70	12243	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	5	6	1971	1971	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	Gd	TA	Av	ALQ	998	Unf	0	486	1484	GasA	Gd	Y	SBrkr	1484	0	0	0	0	2	0	3	1	TA	7	Typ	1	TA	Attchd	1971	Unf	2	487	TA	TA	Y	224	0	0	0	180	0	NA	NA	NA	0	2	2007	WD	Normal
903235100	520	68500	30	RM	60	6324	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	BrkSide	Feedr	RRNn	1Fam	1Story	4	6	1927	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	520	520	GasA	Fa	N	SBrkr	520	0	0	0	0	1	0	1	1	Fa	4	Typ	0	NA	Detchd	1920	Unf	1	240	Fa	TA	Y	49	0	87	0	0	0	NA	NA	NA	0	5	2008	WD	Normal
903225040	1274	135000	50	RM	50	6125	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	5	7	1939	1998	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	No	Rec	306	Unf	0	422	728	GasA	Ex	Y	SBrkr	728	546	0	0	0	2	0	3	1	TA	6	Typ	0	NA	Detchd	1939	Unf	1	224	Fa	TA	Y	0	0	192	0	0	0	NA	NA	NA	0	3	2007	CWD	Normal
903227080	1158	120000	50	RM	50	6000	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	6	7	1929	1950	Gable	CompShg	WdShing	Wd Shng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	862	862	GasA	TA	Y	SBrkr	950	208	0	0	0	1	0	3	1	TA	5	Typ	1	Gd	BuiltIn	1929	RFn	1	208	TA	TA	Y	0	0	112	0	0	0	NA	NA	NA	0	7	2008	WD	Normal
534275060	894	141500	20	RL	60	7436	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	7	1960	1960	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	ALQ	734	Unf	0	160	894	GasA	Gd	Y	SBrkr	894	0	0	1	0	1	0	2	1	TA	5	Typ	1	Po	Detchd	1988	Unf	2	396	TA	TA	Y	0	0	0	360	0	0	NA	GdWo	NA	0	8	2009	WD	Normal
907202080	864	136500	20	RL	NA	7000	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	8	1978	2005	Gable	CompShg	VinylSd	VinylSd	BrkFace	90	Gd	Gd	CBlock	TA	TA	No	ALQ	646	Unf	0	218	864	GasA	Ex	Y	SBrkr	864	0	0	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1978	Unf	1	336	TA	TA	Y	0	0	0	0	0	0	NA	GdWo	NA	0	7	2009	WD	Normal
923226300	1092	85500	160	RM	21	1504	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	Twnhs	2Story	4	4	1972	1972	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	CBlock	TA	TA	No	BLQ	252	Unf	0	294	546	GasA	TA	Y	SBrkr	546	546	0	0	0	1	1	3	1	TA	5	Typ	0	NA	Attchd	1972	Unf	1	253	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal
907180130	1501	204000	20	RL	78	10335	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	1999	1999	Gable	CompShg	VinylSd	VinylSd	BrkFace	183	Gd	TA	PConc	Gd	TA	Gd	GLQ	679	Unf	0	811	1490	GasA	Ex	Y	SBrkr	1501	0	0	1	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	1999	RFn	2	577	TA	TA	Y	144	29	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
907412040	1445	186500	20	RL	75	9750	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	Stone	50	Gd	TA	PConc	Gd	TA	Mn	GLQ	24	Unf	0	1421	1445	GasA	Ex	Y	SBrkr	1445	0	0	0	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2004	Unf	2	470	TA	TA	Y	0	35	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal
535456100	825	109500	20	RL	60	7200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1954	1954	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	825	825	GasA	TA	Y	FuseA	825	0	0	0	1	1	0	2	1	TA	4	Typ	0	NA	Attchd	1954	Unf	1	350	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal
528172020	1904	275000	60	RL	74	10927	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	8	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	BrkFace	280	Gd	TA	PConc	Gd	TA	Av	GLQ	546	Unf	0	512	1058	GasA	Ex	Y	SBrkr	1058	846	0	1	0	2	1	3	1	Ex	8	Typ	1	Gd	BuiltIn	2003	Fin	2	736	TA	TA	Y	179	60	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal
907175080	1418	226001	20	RL	NA	8696	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	1997	1998	Gable	CompShg	VinylSd	VinylSd	BrkFace	150	TA	TA	PConc	Gd	TA	Gd	GLQ	1308	Unf	0	110	1418	GasA	Ex	Y	SBrkr	1418	0	0	1	0	2	0	3	1	Gd	5	Typ	1	TA	Attchd	1997	RFn	2	558	TA	TA	Y	208	110	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal
534427140	1327	150750	20	RL	75	7388	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1959	2002	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	405	Unf	0	658	1063	GasA	Gd	Y	SBrkr	1327	0	0	1	0	1	0	3	1	Gd	7	Typ	0	NA	Detchd	1974	Unf	2	624	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal
905200010	912	129000	20	RL	NA	8169	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Sawyer	Feedr	Norm	1Fam	1Story	5	7	1966	1966	Gable	CompShg	Plywood	Plywood	None	0	TA	Gd	CBlock	TA	TA	No	Rec	216	ALQ	435	261	912	GasA	Ex	Y	SBrkr	912	0	0	1	0	1	0	3	1	Gd	6	Typ	0	NA	Detchd	1966	Unf	1	315	TA	TA	Y	204	0	0	0	0	0	NA	MnPrv	NA	0	7	2007	WD	Normal
905300020	904	144000	80	RL	NA	10200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	SLvl	5	8	1970	1970	Hip	CompShg	HdBoard	HdBoard	None	0	TA	Gd	PConc	Gd	TA	Av	ALQ	704	Unf	0	160	864	GasA	Ex	Y	SBrkr	904	0	0	0	0	1	0	3	1	Gd	5	Typ	0	NA	2Types	1979	Unf	3	912	TA	TA	Y	143	0	0	0	0	0	NA	MnPrv	NA	0	6	2008	WD	Normal
533253030	1235	214000	120	RL	NA	3760	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Greens	Norm	Norm	Twnhs	1Story	8	5	1980	1980	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	Gd	TA	CBlock	Gd	TA	Gd	GLQ	1009	LwQ	182	44	1235	GasA	Gd	Y	SBrkr	1235	0	0	1	0	1	0	1	1	TA	4	Typ	3	TA	Attchd	1980	Fin	2	484	TA	TA	Y	133	78	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal
923228250	1092	75000	160	RM	21	2001	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	Twnhs	2Story	4	5	1970	1970	Gable	CompShg	CemntBd	CmentBd	BrkFace	80	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	546	546	GasA	Fa	Y	SBrkr	546	546	0	0	0	1	1	3	1	TA	6	Typ	0	NA	Attchd	1970	Unf	1	286	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	1	2007	WD	Normal
534128100	1395	162000	60	RL	NA	12936	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NWAmes	Norm	Norm	1Fam	2Story	6	6	1972	1972	Gable	CompShg	HdBoard	Plywood	None	0	TA	TA	CBlock	TA	Gd	No	BLQ	593	Unf	0	130	723	GasA	TA	Y	SBrkr	735	660	0	0	1	1	1	3	1	TA	6	Typ	1	TA	Attchd	1972	Unf	2	497	TA	TA	Y	294	116	0	0	0	0	NA	NA	NA	0	12	2009	WD	Normal
908103090	1088	110000	20	RL	67	8308	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	4	6	1963	1963	Gable	CompShg	VinylSd	VinylSd	Stone	20	TA	Gd	CBlock	TA	TA	No	BLQ	132	LwQ	841	115	1088	GasA	TA	Y	SBrkr	1088	0	0	0	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	2002	Unf	2	520	TA	TA	P	0	0	0	0	0	0	NA	NA	NA	0	6	2007	COD	Normal
531369010	1812	193000	60	RL	96	10628	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	SawyerW	Norm	Norm	1Fam	2Story	7	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Gd	Unf	0	Unf	0	835	835	GasA	Ex	Y	SBrkr	871	941	0	0	0	2	1	3	1	Gd	8	Typ	0	NA	BuiltIn	2004	RFn	2	478	TA	TA	Y	146	91	0	0	0	0	NA	NA	NA	0	1	2009	WD	Normal
535426350	1081	148000	20	RL	NA	12929	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	6	1960	1993	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	276	TA	TA	CBlock	TA	TA	Gd	GLQ	697	Unf	0	384	1081	GasA	TA	Y	SBrkr	1081	0	0	1	0	1	0	3	1	TA	5	Typ	0	NA	CarPort	1960	Unf	1	401	TA	TA	Y	36	82	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal
923225190	1304	104500	160	RM	41	2665	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	TwnhsE	2Story	5	6	1977	1977	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	PConc	Gd	TA	Mn	Unf	0	Unf	0	264	264	GasA	TA	Y	SBrkr	616	688	0	0	0	1	1	3	1	TA	5	Typ	1	TA	BuiltIn	1977	RFn	1	336	TA	TA	Y	141	0	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal
923228210	1092	79500	160	RM	21	1526	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	Twnhs	2Story	4	5	1970	1970	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	546	546	GasA	TA	Y	SBrkr	546	546	0	0	0	1	1	3	1	TA	5	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	34	0	0	0	0	NA	GdPrv	NA	0	6	2006	WD	Normal
902401090	1248	93500	90	RM	33	5976	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	Duplex	2Story	5	7	1920	1950	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	624	624	GasA	Gd	N	FuseA	624	624	0	0	0	2	0	2	2	TA	8	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	130	256	0	0	0	NA	NA	NA	0	12	2006	WD	Normal
528174080	1364	185850	120	RL	43	7052	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	7	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	Stone	240	Gd	TA	PConc	Gd	TA	Av	GLQ	659	Unf	0	705	1364	GasA	Ex	Y	SBrkr	1364	0	0	1	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2005	RFn	2	484	TA	TA	Y	192	36	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal
910200040	1517	115000	50	RM	85	8500	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	IDOTRR	Artery	Norm	1Fam	1.5Fin	5	7	1919	2005	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	793	793	GasW	TA	N	FuseF	997	520	0	0	0	2	0	3	1	Fa	7	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	0	144	0	0	0	NA	NA	NA	0	8	2007	WD	Normal
528294060	1651	185900	60	RL	77	8390	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	1999	1999	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	831	831	GasA	Ex	Y	SBrkr	873	778	0	0	0	2	1	3	1	TA	7	Typ	1	TA	BuiltIn	1999	Fin	2	450	TA	TA	Y	0	103	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal
902128150	1436	155000	190	RM	60	10800	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	2fmCon	1.5Fin	6	6	1940	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	BLQ	590	Unf	0	294	884	GasA	TA	Y	SBrkr	884	552	0	0	0	2	0	3	2	TA	8	Typ	2	Gd	Detchd	1940	Unf	2	828	TA	TA	Y	0	0	126	0	0	0	NA	NA	NA	0	5	2008	Con	Normal
535451010	910	116000	20	RL	74	8892	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1953	1996	Gable	CompShg	WdShing	Wd Shng	None	0	Gd	TA	Stone	TA	TA	Av	Unf	0	Unf	0	105	105	GasA	Gd	Y	SBrkr	910	0	0	0	0	1	0	3	1	Gd	5	Typ	0	NA	Attchd	1953	Unf	2	414	TA	TA	Y	196	0	150	0	0	0	NA	GdWo	NA	0	10	2008	WD	Normal
533221060	1573	177000	160	FV	24	2117	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	Twnhs	2Story	6	5	2000	2000	Gable	CompShg	MetalSd	MetalSd	BrkFace	216	Gd	TA	PConc	Gd	TA	No	GLQ	417	Unf	0	339	756	GasA	Ex	Y	SBrkr	769	804	0	0	0	2	1	3	1	Gd	4	Typ	0	NA	Detchd	2000	Unf	2	440	TA	TA	Y	0	32	0	0	0	0	NA	NA	NA	0	9	2007	WD	Normal
535175050	1215	155000	20	RL	66	12400	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Feedr	Norm	1Fam	1Story	6	7	1958	1998	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	176	TA	TA	CBlock	TA	Fa	No	Rec	585	Unf	0	630	1215	GasA	TA	Y	FuseA	1215	0	0	0	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1958	Unf	1	297	TA	TA	Y	0	0	0	0	234	0	NA	NA	NA	0	6	2009	WD	Normal
909451100	1229	137000	160	RM	24	1488	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blueste	Norm	Norm	TwnhsE	2Story	6	6	1980	1992	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	Gd	TA	Mn	ALQ	471	Unf	0	90	561	GasA	TA	Y	SBrkr	561	668	0	1	0	1	1	2	1	Gd	5	Typ	1	TA	Attchd	1980	Fin	2	462	TA	TA	Y	176	0	0	0	0	0	NA	GdPrv	NA	0	10	2009	WD	Normal
905104210	912	125000	20	RL	70	8521	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	Sawyer	Feedr	Norm	1Fam	1Story	5	5	1967	1967	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	ALQ	842	Unf	0	70	912	GasA	TA	Y	SBrkr	912	0	0	0	0	1	0	3	1	TA	5	Typ	1	Fa	Detchd	1974	Unf	1	336	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	5	2010	WD	Normal
907275080	1592	228000	20	RL	73	11927	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	8	5	1994	1995	Hip	CompShg	HdBoard	HdBoard	BrkFace	519	Gd	TA	PConc	Gd	TA	Gd	BLQ	408	GLQ	465	683	1556	GasA	Ex	Y	SBrkr	1592	0	0	0	0	2	0	3	1	Gd	7	Typ	1	TA	Attchd	1994	Fin	2	484	TA	TA	Y	120	35	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal
907285080	1908	210000	60	RL	70	8750	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	1994	1995	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	Gd	PConc	Gd	TA	No	GLQ	642	Unf	0	273	915	GasA	Ex	Y	SBrkr	933	975	0	1	0	2	1	4	1	Gd	8	Typ	1	TA	Attchd	1994	Unf	2	493	TA	TA	Y	144	133	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal
907285050	1716	191000	60	RL	70	8750	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	1996	1996	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	880	880	GasA	Ex	Y	SBrkr	909	807	0	0	0	2	1	2	1	Gd	7	Typ	1	TA	Attchd	1996	RFn	2	512	TA	TA	Y	0	120	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal
528118040	2758	418000	60	RL	118	13654	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NridgHt	Norm	Norm	1Fam	2Story	9	5	2005	2006	Gable	CompShg	MetalSd	MetalSd	BrkFace	365	Gd	TA	PConc	Ex	TA	Gd	Unf	0	Unf	0	1704	1704	GasA	Ex	Y	SBrkr	1722	1036	0	0	0	2	1	4	1	Ex	9	Typ	1	Ex	BuiltIn	2005	Fin	3	814	TA	TA	Y	282	55	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal
907255050	1787	275000	20	RL	NA	14781	Pave	NA	IR2	Lvl	AllPub	CulDSac	Gtl	CollgCr	Norm	Norm	1Fam	1Story	8	5	2001	2002	Hip	CompShg	VinylSd	VinylSd	BrkFace	178	Gd	TA	PConc	Gd	TA	Gd	Unf	0	Unf	0	1753	1753	GasA	Ex	Y	SBrkr	1787	0	0	0	0	2	0	3	1	Gd	7	Typ	1	TA	Attchd	2001	RFn	3	748	TA	TA	Y	198	150	0	0	0	0	NA	NA	NA	0	8	2006	WD	Normal
905105190	899	130000	20	RL	65	7800	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	7	1967	2004	Hip	CompShg	HdBoard	HdBoard	BrkFace	89	TA	TA	PConc	TA	TA	No	ALQ	450	Unf	0	414	864	GasA	Ex	Y	SBrkr	899	0	0	0	0	1	0	3	1	Gd	5	Typ	0	NA	Attchd	1967	Fin	1	288	TA	TA	Y	64	0	0	0	0	0	NA	MnPrv	NA	0	6	2009	WD	Normal
923201100	1008	139500	20	RL	75	12518	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	1Story	5	7	1968	1968	Gable	CompShg	HdBoard	HdBoard	BrkFace	182	TA	TA	CBlock	TA	TA	No	ALQ	532	Unf	0	476	1008	GasA	Gd	Y	SBrkr	1008	0	0	0	0	1	0	3	1	Gd	6	Typ	0	NA	Attchd	1968	Unf	1	384	TA	TA	Y	144	0	0	0	0	0	NA	MnPrv	NA	0	4	2009	WD	Normal
528120030	1743	335000	20	RL	87	10367	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	9	5	2008	2008	Hip	CompShg	VinylSd	VinylSd	Stone	284	Ex	TA	PConc	Ex	TA	Mn	GLQ	1015	Unf	0	724	1739	GasA	Ex	Y	SBrkr	1743	0	0	1	0	2	0	3	1	Ex	8	Typ	1	Gd	Attchd	2008	RFn	3	927	TA	TA	Y	168	45	0	0	0	0	NA	NA	NA	0	6	2009	ConLI	Normal
907135170	990	138000	20	RL	60	8072	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	5	1994	1995	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	PConc	Gd	Gd	No	ALQ	746	Unf	0	244	990	GasA	Ex	Y	SBrkr	990	0	0	1	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	2000	Unf	2	480	TA	TA	Y	0	64	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal
535478010	999	134500	85	RL	69	10205	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	SFoyer	5	5	1962	1962	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	Av	BLQ	784	Unf	0	141	925	GasA	TA	Y	SBrkr	999	0	0	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1962	Unf	1	300	TA	TA	Y	150	72	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal
535180120	1104	133000	20	RL	75	10425	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1956	1958	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	774	Unf	0	330	1104	GasA	Gd	Y	SBrkr	1104	0	0	1	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1956	RFn	1	384	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2008	WD	Normal
534426110	1041	124500	20	RL	80	9600	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1959	1959	Gable	CompShg	MetalSd	MetalSd	BrkFace	132	TA	TA	CBlock	TA	TA	No	ALQ	991	Unf	0	50	1041	GasA	Ex	Y	SBrkr	1041	0	0	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1959	RFn	1	270	TA	TA	Y	224	88	0	0	0	0	NA	MnPrv	NA	0	7	2009	WD	Normal
535403150	1194	159500	20	RL	79	8910	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	6	1959	1959	Hip	CompShg	BrkFace	BrkFace	None	0	TA	TA	CBlock	TA	TA	Mn	ALQ	655	Unf	0	0	655	GasA	Ex	Y	SBrkr	1194	0	0	0	1	1	0	3	1	TA	6	Typ	1	Fa	BuiltIn	1954	Fin	2	539	TA	TA	Y	0	0	192	0	0	0	NA	NA	NA	0	7	2006	WD	Normal
531376010	1640	173000	60	RL	65	8366	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	6	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	798	798	GasA	Ex	Y	SBrkr	798	842	0	0	0	2	1	3	1	Gd	6	Typ	0	NA	Attchd	2004	RFn	2	520	TA	TA	Y	138	45	0	0	0	0	NA	NA	NA	0	12	2008	WD	Normal
911102170	1317	40000	70	C (all)	50	8500	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Feedr	Norm	1Fam	2Story	4	4	1920	1950	Gambrel	CompShg	BrkFace	BrkFace	None	0	TA	Fa	BrkTil	TA	TA	No	Unf	0	Unf	0	649	649	GasA	TA	N	SBrkr	649	668	0	0	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1920	Unf	1	250	TA	Fa	N	0	54	172	0	0	0	NA	MnPrv	NA	0	7	2008	WD	Normal
905475520	943	80000	30	RL	NA	11515	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Edwards	Norm	Norm	1Fam	1Story	4	5	1958	1994	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	TA	N	SBrkr	943	0	0	0	0	1	0	3	1	Gd	5	Min2	0	NA	Detchd	1958	Unf	1	308	TA	TA	N	0	0	60	0	0	0	NA	NA	NA	0	8	2007	WD	Normal
907175030	1525	235000	20	RL	70	9100	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2000	2000	Gable	CompShg	VinylSd	VinylSd	BrkFace	244	Gd	TA	PConc	Gd	TA	Av	GLQ	1400	Unf	0	125	1525	GasA	Ex	Y	SBrkr	1525	0	0	1	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2000	RFn	2	541	TA	TA	Y	219	36	0	0	0	0	NA	NA	NA	0	9	2006	WD	Normal
527212050	2504	325000	60	RL	77	11198	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	StoneBr	Norm	Norm	1Fam	2Story	9	5	2005	2007	Hip	CompShg	VinylSd	VinylSd	BrkFace	245	Gd	TA	PConc	Gd	Gd	No	Unf	0	Unf	0	1122	1122	GasA	Ex	Y	SBrkr	1134	1370	0	0	0	2	1	4	1	Ex	11	Typ	1	Gd	BuiltIn	2005	Fin	3	656	TA	TA	Y	144	39	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal
902201110	1328	129500	50	RM	50	6000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	5	7	1950	1970	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Ex	CBlock	TA	TA	No	BLQ	384	Unf	0	384	768	GasA	TA	Y	FuseA	768	560	0	0	0	1	1	3	1	TA	6	Typ	0	NA	Detchd	1950	Unf	1	308	TA	TA	Y	0	12	0	0	0	0	NA	MnPrv	NA	0	3	2009	WD	Normal
906201030	1732	178000	60	RL	77	9206	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	6	5	1985	1985	Gable	CompShg	HdBoard	HdBoard	BrkFace	336	Gd	TA	CBlock	Gd	TA	No	Unf	0	Unf	0	741	741	GasA	TA	Y	SBrkr	977	755	0	0	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	1985	Fin	2	476	TA	TA	Y	192	46	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal
535325130	1145	127000	80	RL	55	7700	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	SLvl	5	7	1956	1956	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	Gd	TA	No	BLQ	271	Unf	0	30	301	GasA	Ex	Y	FuseA	1145	0	0	0	0	1	0	3	1	TA	6	Min2	0	NA	Detchd	1993	Unf	2	684	TA	TA	Y	0	0	0	0	0	0	NA	GdWo	NA	0	9	2006	WD	Normal
533213040	1471	172500	160	FV	34	3230	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	TwnhsE	2Story	6	5	1999	1999	Gable	CompShg	MetalSd	MetalSd	BrkFace	894	TA	TA	PConc	Gd	TA	No	GLQ	381	Unf	0	348	729	GasA	Gd	Y	SBrkr	742	729	0	0	0	2	1	3	1	TA	6	Typ	0	NA	Detchd	1999	Unf	2	440	TA	TA	Y	0	24	0	0	0	0	NA	NA	NA	0	3	2009	WD	Normal
903226060	1672	164900	50	RM	50	6000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	6	7	1940	1989	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	ALQ	521	Unf	0	460	981	GasA	Ex	Y	SBrkr	1014	658	0	0	0	1	1	3	1	Gd	6	Typ	1	Gd	Detchd	1940	Unf	1	240	TA	TA	Y	0	11	0	0	0	0	NA	GdPrv	NA	0	7	2008	WD	Normal
923227080	1404	160000	20	RL	83	13383	Pave	NA	IR1	Lvl	AllPub	Inside	Mod	Mitchel	Norm	Norm	1Fam	1Story	5	5	1969	2000	Hip	CompShg	HdBoard	HdBoard	BrkFace	176	TA	TA	CBlock	TA	TA	No	BLQ	594	Unf	0	594	1188	GasA	Ex	Y	SBrkr	1404	0	0	0	0	2	0	3	1	TA	7	Typ	1	Po	Attchd	1969	Unf	2	504	TA	TA	Y	0	16	0	0	0	0	NA	NA	NA	0	3	2009	WD	Normal
907252060	2184	254750	60	RL	NA	12334	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	8	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	BrkFace	198	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	1068	1068	GasA	Ex	Y	SBrkr	1068	1116	0	0	0	2	1	4	1	Gd	8	Typ	1	Gd	BuiltIn	2003	RFn	2	570	TA	TA	Y	192	132	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
528102010	1980	315000	20	RL	129	16737	Pave	NA	Reg	Lvl	AllPub	FR3	Gtl	NridgHt	Norm	Norm	1Fam	1Story	9	5	2004	2005	Hip	CompShg	VinylSd	VinylSd	BrkFace	66	Gd	TA	PConc	Ex	TA	Av	GLQ	1447	Unf	0	533	1980	GasA	Ex	Y	SBrkr	1980	0	0	1	0	2	0	3	1	Ex	8	Typ	1	Gd	Attchd	2004	Fin	3	770	TA	TA	Y	194	45	0	0	0	0	NA	NA	NA	0	9	2006	WD	Normal
534128090	1610	185000	20	RL	108	11358	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NWAmes	Norm	Norm	1Fam	1Story	7	7	1972	1987	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	BLQ	346	Unf	0	778	1124	GasA	TA	Y	SBrkr	1610	0	0	0	0	2	0	3	1	Gd	8	Typ	1	TA	Attchd	1972	RFn	2	515	TA	TA	Y	202	0	0	0	256	0	NA	NA	NA	0	5	2007	WD	Normal
903231180	1322	132000	50	RM	52	6240	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	5	8	1939	1952	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Gd	BrkTil	TA	TA	No	Rec	48	Unf	0	624	672	GasA	Ex	Y	SBrkr	899	423	0	1	0	1	0	4	1	TA	7	Typ	0	NA	Detchd	1939	Unf	1	280	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	7	2007	WD	Normal
533206050	1391	196000	120	FV	59	4282	Pave	Pave	IR2	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	TwnhsE	1Story	7	5	2004	2004	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	TA	PConc	Gd	TA	Mn	GLQ	16	Unf	0	1375	1391	GasA	Ex	Y	SBrkr	1391	0	0	0	0	2	0	2	1	Gd	5	Typ	0	NA	Attchd	2004	RFn	2	530	TA	TA	Y	156	158	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal
535403280	1306	153000	20	RL	64	8712	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1957	2000	Hip	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	Mn	BLQ	860	Unf	0	132	992	GasA	TA	Y	SBrkr	1306	0	0	1	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1968	Unf	1	756	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal
907192030	1660	195000	60	RL	68	8935	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2002	2002	Gable	CompShg	VinylSd	VinylSd	BrkFace	95	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	831	831	GasA	Ex	Y	SBrkr	831	829	0	0	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	2002	RFn	2	493	TA	TA	Y	144	68	0	0	0	0	NA	NA	NA	0	7	2009	WD	Normal
914465060	1689	271000	20	RL	NA	13265	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Mitchel	Norm	Norm	1Fam	1Story	8	5	2002	2002	Hip	CompShg	CemntBd	CmentBd	BrkFace	148	Gd	TA	PConc	Gd	TA	No	GLQ	1218	Unf	0	350	1568	GasA	Ex	Y	SBrkr	1689	0	0	1	0	2	0	3	1	Gd	7	Typ	2	Gd	Attchd	2002	RFn	3	857	TA	TA	Y	150	59	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal
903228120	904	119000	45	RM	50	6000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Unf	6	7	1926	2004	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	Gd	TA	PConc	TA	TA	No	Unf	0	Unf	0	884	884	GasA	Gd	Y	SBrkr	904	0	0	0	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1926	Unf	1	180	TA	TA	Y	0	0	105	0	0	0	NA	NA	NA	0	1	2009	WD	Normal
903229040	1118	119900	190	RM	65	7800	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Artery	Norm	2fmCon	1.5Fin	5	7	1939	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	Gd	TA	Mn	Rec	507	Unf	0	286	793	GasA	TA	Y	SBrkr	793	325	0	1	0	1	0	3	1	TA	5	Typ	1	Gd	Detchd	1939	Unf	2	410	TA	TA	Y	0	0	0	0	271	0	NA	MnPrv	NA	0	5	2006	WD	Normal
535101120	1584	124000	90	RL	65	8944	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	Duplex	1Story	5	5	1967	1967	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1584	1584	GasA	TA	Y	SBrkr	1584	0	0	0	0	2	0	4	2	TA	8	Mod	0	NA	Detchd	1967	Unf	3	792	TA	TA	Y	0	152	0	0	0	0	NA	NA	NA	0	4	2009	WD	Normal
527180040	1341	171500	20	RL	85	10176	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	1Story	7	5	1990	1990	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	PConc	Gd	TA	Gd	GLQ	637	Unf	0	663	1300	GasA	Gd	Y	SBrkr	1341	0	0	1	0	1	1	2	1	Gd	5	Typ	1	Po	Attchd	1990	Unf	2	506	TA	TA	Y	192	0	0	0	0	0	NA	NA	NA	0	2	2010	WD	Normal
902110080	1389	135000	60	RM	60	3378	Pave	Grvl	Reg	HLS	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2Story	7	8	1946	1992	Gable	CompShg	HdBoard	HdBoard	None	0	TA	Gd	CBlock	TA	TA	No	Unf	0	Unf	0	651	651	GasA	Gd	Y	SBrkr	707	682	0	0	0	1	1	3	1	TA	6	Typ	2	Gd	Detchd	1947	Unf	1	240	TA	TA	P	0	0	126	0	0	0	NA	NA	NA	0	9	2009	WD	Normal
924100070	1389	170000	20	RL	77	10010	Pave	NA	Reg	Lvl	AllPub	Inside	Mod	Mitchel	Norm	Norm	1Fam	1Story	5	5	1974	1975	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	Gd	TA	Av	ALQ	1071	LwQ	123	195	1389	GasA	Gd	Y	SBrkr	1389	0	0	1	0	1	0	2	1	TA	6	Typ	1	TA	Attchd	1975	RFn	2	418	TA	TA	Y	240	38	0	0	0	0	NA	NA	NA	0	4	2006	WD	Normal
527110120	1600	169000	60	RL	57	8773	Pave	NA	IR1	HLS	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	1997	1997	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	916	916	GasA	Gd	Y	SBrkr	916	684	0	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1997	Fin	2	460	TA	TA	Y	100	38	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal
902136110	1080	95000	50	RM	44	5914	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	5	9	1890	1996	Gable	CompShg	Wd Sdng	HdBoard	None	0	TA	TA	BrkTil	Fa	TA	No	Unf	0	Unf	0	684	684	GasA	Gd	Y	SBrkr	684	396	0	0	0	1	0	3	1	Gd	5	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	165	30	0	0	0	NA	NA	NA	0	9	2008	WD	Normal
907130060	1200	177500	20	RL	105	11249	Pave	NA	IR2	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	6	5	1995	1995	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	Gd	PConc	Gd	Gd	No	ALQ	334	BLQ	544	322	1200	GasA	Ex	Y	SBrkr	1200	0	0	1	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	1995	RFn	2	521	TA	TA	Y	0	26	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal
526350040	896	105000	20	RH	80	11622	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Feedr	Norm	1Fam	1Story	5	6	1961	1961	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	468	LwQ	144	270	882	GasA	TA	Y	SBrkr	896	0	0	0	0	1	0	2	1	TA	5	Typ	0	NA	Attchd	1961	Unf	1	730	TA	TA	Y	140	0	0	0	120	0	NA	MnPrv	NA	0	6	2010	WD	Normal
535352090	793	113000	30	RL	80	8480	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1945	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	No	BLQ	700	Unf	0	93	793	GasA	TA	Y	SBrkr	793	0	0	1	0	1	0	2	1	Fa	4	Typ	0	NA	Detchd	1945	Unf	1	240	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	8	2009	WD	Normal
528431060	1563	245000	20	RL	78	10206	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	8	5	2007	2007	Gable	CompShg	VinylSd	VinylSd	Stone	468	TA	TA	PConc	Gd	TA	No	GLQ	33	Unf	0	1530	1563	GasA	Ex	Y	SBrkr	1563	0	0	0	0	2	0	3	1	Gd	6	Typ	1	Gd	Attchd	2007	RFn	3	758	TA	TA	Y	144	99	0	0	0	0	NA	NA	NA	0	10	2008	WD	Normal
535126040	1888	190000	20	RL	137	16492	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	PosA	Norm	1Fam	1Story	6	6	1966	2002	Gable	CompShg	BrkFace	Plywood	None	0	Gd	TA	CBlock	TA	TA	No	ALQ	247	Rec	713	557	1517	GasA	Ex	Y	SBrkr	1888	0	0	0	0	2	1	2	1	Gd	6	Mod	1	Gd	Attchd	1966	Fin	2	578	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal
534477110	1668	140000	50	RL	80	9600	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1.5Fin	6	8	1950	2005	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	CBlock	TA	TA	No	BLQ	120	Unf	0	736	856	GasA	Ex	Y	SBrkr	1112	556	0	0	0	1	1	3	1	TA	6	Min2	0	NA	Attchd	1950	Unf	1	271	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	9	2009	WD	Normal
923203010	936	140000	120	RM	62	6710	Pave	NA	IR1	Lvl	AllPub	FR3	Gtl	Mitchel	Norm	Norm	TwnhsE	SFoyer	6	5	1996	1997	Gable	CompShg	VinylSd	VinylSd	BrkFace	134	TA	TA	PConc	Ex	TA	Av	Rec	16	GLQ	904	0	920	GasA	Ex	Y	SBrkr	936	0	0	2	0	0	1	0	1	TA	3	Typ	0	NA	Attchd	1996	Fin	2	460	TA	TA	Y	0	40	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal
535154060	1329	176000	20	RL	NA	12285	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	7	6	1960	1960	Gable	CompShg	Plywood	Plywood	BrkFace	128	TA	TA	CBlock	TA	TA	No	BLQ	544	Unf	0	785	1329	GasA	Gd	Y	SBrkr	1329	0	0	0	0	1	1	3	1	TA	5	Typ	2	Gd	Attchd	1960	Unf	2	441	TA	TA	Y	0	0	203	0	0	0	NA	NA	NA	0	8	2009	WD	Normal
533125120	2826	334000	60	RL	105	11025	Pave	NA	Reg	HLS	AllPub	Inside	Mod	NoRidge	Norm	Norm	1Fam	2Story	8	5	1992	1993	Gable	CompShg	HdBoard	ImStucc	BrkFace	692	Gd	TA	PConc	Ex	TA	Gd	GLQ	1118	Unf	0	216	1334	GasA	Ex	Y	SBrkr	1520	1306	0	1	0	2	1	3	1	Gd	9	Typ	3	TA	Attchd	1992	RFn	3	888	TA	TA	Y	177	208	186	0	0	0	NA	NA	NA	0	10	2006	WD	Normal
902301150	1017	114000	50	RM	69	9143	Pave	Grvl	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	5	7	1900	2003	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	346	346	GasA	Ex	Y	SBrkr	709	308	0	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1961	Unf	1	308	TA	TA	N	0	0	139	0	0	0	NA	NA	NA	0	5	2008	WD	Normal
533250160	1719	324000	120	RL	32	10846	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Veenker	Norm	Norm	TwnhsE	1Story	8	5	1993	1993	Gable	CompShg	BrkFace	BrkFace	None	0	Gd	TA	PConc	Gd	TA	Gd	GLQ	1619	Unf	0	100	1719	GasA	Ex	Y	SBrkr	1719	0	0	2	0	1	1	1	1	Gd	6	Typ	2	Gd	Attchd	1993	Fin	2	473	TA	TA	Y	122	30	0	0	0	0	NA	NA	NA	0	5	2008	Con	Normal
532376040	1120	129000	20	RL	85	6970	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Sawyer	Feedr	Norm	1Fam	1Story	4	5	1961	1961	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	ALQ	932	Unf	0	108	1040	GasA	TA	Y	SBrkr	1120	0	0	1	0	1	1	3	1	Fa	5	Typ	0	NA	Attchd	1961	RFn	2	544	TA	TA	Y	168	0	0	0	0	0	NA	NA	Shed	400	5	2007	WD	Normal
535151130	1190	132500	90	RL	70	7728	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	Duplex	SLvl	5	6	1962	1962	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	120	TA	TA	CBlock	TA	TA	Av	ALQ	803	Unf	0	303	1106	GasA	TA	Y	SBrkr	1190	0	0	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1962	Unf	2	540	TA	TA	Y	0	18	0	0	0	0	NA	GdWo	NA	0	5	2006	WD	Normal
528240070	1960	216500	60	RL	NA	7851	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	2002	2002	Gable	CompShg	VinylSd	VinylSd		NA	Gd	TA	PConc	Gd	TA	No	GLQ	625	Unf	0	235	860	GasA	Ex	Y	SBrkr	860	1100	0	1	0	2	1	4	1	Gd	8	Typ	2	TA	BuiltIn	2002	Fin	2	440	TA	TA	Y	288	48	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal
527184020	1179	182000	120	RL	38	4740	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1988	1988	Gable	CompShg	CemntBd	CmentBd	None	0	Gd	TA	CBlock	Gd	TA	Gd	GLQ	248	Unf	0	918	1166	GasA	Gd	Y	SBrkr	1179	0	0	1	0	2	0	2	1	TA	5	Typ	0	NA	Attchd	1988	RFn	2	480	TA	TA	Y	0	108	0	0	135	0	NA	NA	NA	0	10	2007	WD	Normal
907135230	990	156000	20	RL	43	13568	Pave	NA	IR2	Lvl	AllPub	CulDSac	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	5	1995	1995	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	ALQ	716	Unf	0	274	990	GasA	Ex	Y	SBrkr	990	0	0	0	1	1	0	3	1	TA	5	Typ	0	NA	Attchd	1996	Unf	2	576	TA	TA	Y	224	0	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal
527402150	981	143250	20	RL	NA	10530	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	5	1971	1971	Hip	CompShg	Plywood	Plywood	None	0	TA	TA	CBlock	TA	TA	No	ALQ	282	LwQ	35	664	981	GasA	TA	Y	SBrkr	981	0	0	1	0	1	1	3	1	TA	5	Typ	0	NA	Detchd	1979	Unf	2	576	TA	TA	Y	0	312	40	0	0	0	NA	NA	NA	0	3	2007	WD	Normal
532378070	935	137000	20	RL	NA	13526	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	6	1965	1965	Hip	CompShg	HdBoard	Plywood	BrkFace	114	TA	TA	CBlock	TA	TA	No	BLQ	560	LwQ	375	0	935	GasA	TA	Y	SBrkr	935	0	0	1	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1965	Unf	1	288	TA	TA	Y	180	0	0	0	0	0	NA	MnPrv	NA	0	11	2006	WD	Normal
910201020	803	87000	45	RM	50	5000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	RRAe	Norm	1Fam	1.5Unf	5	6	1941	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	Av	BLQ	116	Unf	0	604	720	GasA	Po	N	FuseF	803	0	0	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1941	Unf	2	360	TA	TA	Y	0	0	244	0	0	0	NA	NA	NA	0	12	2007	WD	Normal
905103060	1392	121500	20	RL	NA	11341	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	6	1957	1996	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	180	TA	TA	CBlock	Gd	TA	No	ALQ	1302	Unf	0	90	1392	GasA	TA	Y	SBrkr	1392	0	0	1	0	1	1	3	1	TA	5	Mod	1	Gd	Detchd	1957	Unf	2	528	TA	TA	Y	0	0	0	0	95	0	NA	NA	NA	0	5	2010	WD	Normal
923228110	630	80000	180	RM	21	1477	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	TwnhsE	SFoyer	4	4	1970	1970	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	CBlock	Gd	TA	Av	GLQ	509	Unf	0	121	630	GasA	TA	Y	SBrkr	630	0	0	1	0	1	0	1	1	TA	3	Typ	0	NA	Attchd	1970	Unf	1	286	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	4	2009	WD	Normal
904100170	1640	131000	20	RL	100	21370	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	5	1950	1950	Gable	CompShg	Wd Sdng	MetalSd	None	0	TA	TA	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	TA	Y	FuseA	1640	0	0	0	0	1	0	3	1	TA	7	Min1	1	Gd	Attchd	1950	RFn	2	394	TA	TA	Y	0	0	225	0	0	0	NA	NA	Shed	600	6	2006	WD	Normal
533242090	2048	301000	60	FV	NA	8010	Pave	Pave	IR1	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	8	5	2003	2004	Hip	CompShg	CemntBd	CmentBd	None	0	Gd	TA	PConc	Ex	TA	No	GLQ	964	Unf	0	90	1054	GasA	Ex	Y	SBrkr	1072	976	0	1	0	2	1	3	1	Gd	8	Typ	2	Gd	Detchd	2003	Unf	2	552	TA	TA	Y	0	48	0	0	180	0	NA	NA	NA	0	8	2007	WD	Normal
907285100	1995	237000	60	RL	90	11250	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	1995	1996	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	Gd	PConc	Gd	Gd	Av	GLQ	685	Unf	0	245	930	GasA	Ex	Y	SBrkr	950	1045	0	1	0	2	1	4	1	Gd	8	Typ	1	TA	Attchd	1995	RFn	2	610	TA	TA	Y	275	170	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal
535104020	1362	163000	20	RL	80	10197	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	5	1961	1961	Gable	CompShg	WdShing	Wd Shng	BrkCmn	491	TA	TA	CBlock	TA	TA	No	ALQ	288	Rec	374	700	1362	GasA	TA	Y	SBrkr	1362	0	0	1	0	1	1	3	1	TA	6	Typ	1	TA	Attchd	1961	Unf	2	504	TA	TA	Y	0	20	0	0	0	0	NA	NA	NA	0	6	2008	COD	Normal
528439040	1538	260000	20	RL	74	8847	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	8	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	BrkFace	148	Gd	TA	PConc	Gd	TA	Av	GLQ	769	Unf	0	769	1538	GasA	Ex	Y	SBrkr	1538	0	0	1	0	2	0	3	1	Gd	7	Typ	0	NA	Attchd	2005	RFn	2	484	TA	TA	Y	146	40	0	0	0	0	NA	NA	NA	0	12	2007	WD	Normal
908225320	1487	113000	50	RL	52	8741	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1.5Fin	6	4	1945	1950	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	Fa	No	LwQ	94	Unf	0	641	735	GasA	TA	Y	FuseA	798	689	0	0	0	1	1	3	1	TA	7	Typ	1	Gd	Detchd	1949	Unf	1	220	TA	TA	Y	0	140	0	0	0	0	NA	MnPrv	NA	0	4	2010	WD	Normal
527216070	3279	538000	60	RL	47	53504	Pave	NA	IR2	HLS	AllPub	CulDSac	Mod	StoneBr	Norm	Norm	1Fam	2Story	8	5	2003	2003	Hip	CompShg	CemntBd	Wd Shng	BrkFace	603	Ex	TA	PConc	Gd	TA	Gd	ALQ	1416	Unf	0	234	1650	GasA	Ex	Y	SBrkr	1690	1589	0	1	0	3	1	4	1	Ex	12	Mod	1	Gd	BuiltIn	2003	Fin	3	841	TA	TA	Y	503	36	0	0	210	0	NA	NA	NA	0	6	2010	WD	Normal
907410050	1797	213500	60	RL	79	9245	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	939	939	GasA	Ex	Y	SBrkr	939	858	0	0	0	2	1	3	1	Gd	8	Typ	0	NA	Attchd	2006	RFn	2	639	TA	TA	Y	144	53	0	0	0	0	NA	NA	NA	0	4	2007	WD	Normal
909254050	1512	231000	70	RL	54	7609	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Crawfor	Norm	Norm	1Fam	2Story	8	9	1925	1997	Gable	CompShg	Stucco	Stucco	None	0	Gd	Gd	PConc	Fa	TA	No	ALQ	406	Unf	0	392	798	GasA	Ex	Y	SBrkr	798	714	0	1	0	2	0	3	1	Gd	7	Typ	1	Gd	Detchd	1925	Unf	1	180	TA	TA	P	85	16	41	0	0	0	NA	GdPrv	NA	0	6	2008	WD	Normal
531373060	1663	192500	60	RL	67	12774	Pave	NA	Reg	Lvl	AllPub	FR2	Gtl	SawyerW	Norm	Norm	1Fam	2Story	7	5	2003	2004	Gable	CompShg	VinylSd	VinylSd	BrkFace	95	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	835	835	GasA	Ex	Y	SBrkr	835	828	0	0	0	2	1	3	1	Gd	8	Typ	0	NA	Attchd	2003	RFn	2	478	TA	TA	Y	168	68	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal
534451130	747	79900	30	RL	52	5825	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1Story	4	5	1926	1953	Gable	CompShg	MetalSd	MetalSd	BrkFace	108	TA	Gd	PConc	Fa	TA	Mn	Unf	0	Unf	0	600	600	GasA	Gd	Y	SBrkr	747	0	0	0	0	1	0	1	1	TA	5	Typ	0	NA	Detchd	1953	Unf	2	528	TA	TA	Y	0	0	32	0	0	0	NA	NA	NA	0	6	2006	WD	Normal
902206220	1633	129000	50	RM	69	11851	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Artery	Norm	1Fam	1.5Fin	5	7	1948	2009	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	BrkTil	TA	TA	No	BLQ	780	Unf	0	247	1027	GasA	Ex	Y	SBrkr	1027	606	0	0	0	1	0	3	1	Gd	7	Typ	1	Gd	Detchd	1948	Unf	1	240	TA	TA	Y	0	100	126	0	0	0	NA	NA	NA	0	6	2010	WD	Normal
527164020	1190	166000	20	RL	58	7250	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	1Story	6	5	1993	1993	Gable	CompShg	HdBoard	HdBoard	BrkFace	45	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1181	1181	GasA	Ex	Y	SBrkr	1190	0	0	0	0	2	0	3	1	Gd	6	Typ	1	TA	Attchd	1993	Unf	2	430	TA	TA	Y	0	21	0	0	0	0	NA	NA	NA	0	11	2009	WD	Normal
527107130	1628	189000	80	RL	60	8400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	SLvl	7	5	1996	1997	Gable	CompShg	HdBoard	HdBoard	BrkFace	32	TA	TA	PConc	Gd	TA	No	GLQ	284	Unf	0	100	384	GasA	Gd	Y	SBrkr	958	670	0	0	0	2	1	3	1	TA	7	Typ	1	TA	BuiltIn	1996	Fin	2	390	TA	TA	Y	48	72	0	0	0	0	NA	NA	Shed	490	6	2009	WD	Normal
923225200	1475	129500	160	RM	41	2665	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	TwnhsE	2Story	5	7	1976	1976	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	PConc	Gd	TA	No	ALQ	318	Unf	0	232	550	GasA	TA	Y	SBrkr	925	550	0	0	0	2	0	4	1	TA	6	Typ	1	TA	Attchd	1976	Unf	1	336	TA	TA	Y	92	26	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal
909251030	1422	136500	30	RL	54	7223	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	1Story	5	5	1926	1950	Hip	CompShg	Stucco	Plywood	None	0	TA	TA	PConc	TA	TA	Mn	BLQ	319	Unf	0	971	1290	GasA	TA	Y	SBrkr	1422	0	0	0	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1973	Unf	1	352	TA	TA	Y	0	0	64	0	0	0	NA	MnPrv	NA	0	4	2007	WD	Normal
907194130	1776	192500	60	RL	65	14006	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2002	2002	Gable	CompShg	VinylSd	VinylSd	BrkFace	144	Gd	TA	PConc	Gd	TA		Unf	0	Unf	0	936	936	GasA	Ex	Y	SBrkr	936	840	0	0	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	2002	RFn	2	474	TA	TA	Y	144	96	0	0	0	0	NA	NA	NA	0	2	2006	WD	Normal
907250070	1611	250000	20	RL	90	11664	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2002	2002	Hip	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	1234	Unf	0	335	1569	GasA	Ex	Y	SBrkr	1611	0	0	1	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	2002	RFn	3	1231	TA	TA	Y	262	93	0	0	0	0	NA	NA	NA	0	9	2009	WD	Normal
903454080	1376	119500	50	RM	50	8600	Pave	NA	Reg	Bnk	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1.5Fin	6	6	1937	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	780	780	GasA	TA	Y	SBrkr	780	596	0	0	0	2	0	3	1	TA	7	Typ	1	Gd	Detchd	1937	Unf	1	198	TA	TA	N	0	0	0	0	0	0	NA	NA	NA	0	6	2006	WD	Normal
534250335	1670	170000	60	RL	NA	13355	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	2Story	7	6	1971	1971	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	Gd	Gd	No	ALQ	583	Unf	0	242	825	GasA	TA	Y	SBrkr	845	825	0	0	0	1	1	4	1	TA	7	Typ	0	NA	Attchd	1971	Fin	2	464	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal
528108130	2020	404000	20	RL	95	12350	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	9	5	2008	2008	Hip	CompShg	VinylSd	VinylSd	Stone	450	Ex	TA	PConc	Ex	TA	Av	GLQ	1232	Unf	0	788	2020	GasA	Ex	Y	SBrkr	2020	0	0	1	0	2	0	3	1	Ex	7	Typ	1	Gd	Attchd	2008	RFn	3	896	TA	TA	Y	192	98	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal
923230010	1432	157000	60	RL	68	8286	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Mitchel	Norm	Norm	1Fam	2Story	5	7	1977	1977	Gable	CompShg	Plywood	Plywood	None	0	TA	TA	PConc	Gd	TA	No	Rec	531	Unf	0	185	716	GasA	Ex	Y	SBrkr	716	716	0	1	0	1	1	3	1	TA	6	Typ	1	Gd	Attchd	1977	Fin	2	531	TA	TA	Y	0	136	0	0	240	0	NA	GdPrv	NA	0	6	2007	WD	Normal
909281030	1091	104000	20	RL	79	7801	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Crawfor	Feedr	Norm	1Fam	1Story	6	5	1951	1951	Hip	CompShg	WdShing	Plywood	BrkFace	88	TA	Fa	PConc	TA	TA	No	Rec	500	Unf	0	591	1091	GasA	Fa	N	FuseA	1091	0	0	0	1	1	0	2	1	TA	5	Typ	1	TA	Attchd	1951	Fin	1	344	TA	TA	Y	66	105	0	0	221	0	NA	MnPrv	NA	0	5	2008	WD	Normal
535303110	1062	131000	20	RL	53	8128	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	7	1954	1954	Hip	CompShg	MetalSd	MetalSd	BrkFace	80	TA	TA	CBlock	TA	TA	No	ALQ	490	Unf	0	572	1062	GasA	Gd	Y	SBrkr	1062	0	0	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1954	Unf	1	297	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	2	2009	WD	Normal
902207170	792	99500	30	RM	60	8520	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	5	8	1923	1950	Gable	CompShg	Stucco	Stucco	None	0	Gd	TA	PConc	Fa	TA	No	Unf	0	Unf	0	624	624	GasA	TA	Y	SBrkr	792	0	0	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1963	Unf	1	287	TA	TA	Y	0	0	81	0	0	0	NA	GdWo	NA	0	2	2009	WD	Normal
923204140	1632	143000	90	RL	100	25000	Pave	NA	Reg	Low	AllPub	Inside	Gtl	Mitchel	Norm	Norm	Duplex	1Story	5	4	1967	1967	Gable	CompShg	HdBoard	Plywood	None	0	TA	TA	CBlock	TA	TA	Av	Unf	0	Unf	0	1632	1632	GasA	TA	Y	SBrkr	1632	0	0	0	0	2	0	4	2	TA	8	Typ	0	NA	Attchd	1967	Unf	2	576	TA	TA	P	0	0	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal
906223080	1879	239900	60	RL	85	10560	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	SawyerW	Norm	Norm	1Fam	2Story	7	5	1993	1994	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	Gd	PConc	Gd	Gd	No	GLQ	474	Unf	0	605	1079	GasA	Ex	Y	SBrkr	1079	800	0	1	0	2	1	3	1	Gd	8	Typ	1	TA	Attchd	1993	RFn	2	473	TA	TA	Y	400	100	144	0	0	0	NA	MnPrv	NA	0	8	2009	WD	Normal
532378050	1024	120875	20	RL	NA	13052	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	6	1965	1965	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	Rec	712	Unf	0	312	1024	GasA	TA	Y	SBrkr	1024	0	0	0	0	1	1	3	1	TA	5	Typ	0	NA	Attchd	1965	Unf	1	308	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	1	2006	WD	Normal
906204140	1982	228500	60	RL	82	11287	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	7	6	1989	1989	Gable	CompShg	Plywood	Plywood	BrkFace	340	Gd	TA	CBlock	Gd	TA	Av	GLQ	421	Unf	0	386	807	GasA	Gd	Y	SBrkr	1175	807	0	0	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	1989	Fin	2	575	TA	TA	Y	0	84	0	196	0	0	NA	NA	NA	0	1	2007	WD	Normal
907280040	2098	240000	60	RL	75	9375	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	1997	1997	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1040	1040	GasA	Ex	Y	SBrkr	1044	1054	0	0	0	2	1	4	1	Gd	9	Typ	1	TA	Attchd	1997	Fin	2	621	TA	TA	Y	331	38	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal
528170070	2046	284000	60	RL	85	10625	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	7	5	2003	2004	Gable	CompShg	VinylSd	VinylSd	BrkFace	292	Gd	TA	PConc	Gd	TA	No	GLQ	866	Unf	0	132	998	GasA	Ex	Y	SBrkr	1006	1040	0	1	0	2	1	3	1	Gd	8	Typ	1	Gd	BuiltIn	2003	RFn	3	871	TA	TA	Y	320	62	0	0	0	0	NA	NA	NA	0	8	2008	WD	Normal
909451020	1032	116500	160	RM	24	1879	Pave	NA	Reg	Lvl	AllPub	CulDSac	Gtl	Blueste	Norm	Norm	Twnhs	2Story	6	6	1980	1980	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	Gd	TA	No	GLQ	366	Unf	0	150	516	GasA	TA	Y	SBrkr	516	516	0	0	0	1	0	2	1	TA	5	Typ	1	TA	Detchd	1980	Unf	2	462	TA	TA	Y	213	0	0	0	0	0	NA	GdPrv	NA	0	12	2008	WD	Normal
902300260	1450	132000	75	RM	53	5350	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Artery	Norm	1Fam	2Story	7	8	1920	1965	Gable	CompShg	Wd Sdng	Wd Shng	None	0	TA	TA	BrkTil	TA	TA	No	BLQ	116	Unf	0	508	624	GasA	Ex	Y	SBrkr	730	720	0	0	0	1	0	3	1	TA	7	Typ	0	NA	Detchd	1935	Unf	1	288	TA	TA	Y	0	192	0	0	0	0	NA	MnPrv	NA	0	3	2008	WD	Normal
911226010	894	81000	30	C (all)	120	18000	Grvl	NA	Reg	Low	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1Story	3	4	1935	1950	Gable	CompShg	MetalSd	MetalSd	None	0	Fa	TA	CBlock	TA	TA	No	Unf	0	Unf	0	894	894	GasA	TA	Y	SBrkr	894	0	0	0	0	1	0	2	1	TA	6	Typ	0	NA	Detchd	1994	RFn	3	1248	TA	TA	Y	0	20	0	0	0	0	NA	NA	Shed	560	8	2008	ConLD	Normal
535375160	1159	114000	50	RL	45	7506	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	5	8	1925	1950	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	PConc	TA	TA	No	Unf	0	Unf	0	747	747	GasA	TA	Y	SBrkr	747	412	0	0	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1932	Unf	1	288	Fa	TA	N	84	0	96	0	0	0	NA	NA	NA	0	5	2008	WD	Normal
527405160	864	120500	20	RL	60	6960	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	6	1970	1970	Gable	CompShg	HdBoard	Plywood	None	0	TA	TA	CBlock	TA	TA	No	ALQ	375	BLQ	239	250	864	GasA	TA	Y	SBrkr	864	0	0	0	0	1	0	3	1	Gd	5	Typ	0	NA	Detchd	1989	Unf	2	660	TA	TA	Y	96	0	0	0	0	0	NA	NA	Shed	500	11	2009	WD	Normal
534200030	864	130000	20	RL	62	7130	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1967	1967	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	PConc	TA	TA	No	BLQ	648	Unf	0	216	864	GasA	TA	Y	SBrkr	864	0	0	0	1	1	0	2	1	TA	5	Typ	0	NA	Attchd	1967	Fin	1	312	TA	TA	Y	0	0	0	0	0	0	NA	GdPrv	NA	0	6	2009	WD	Normal
527450110	987	103400	160	RM	21	1680	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	Twnhs	2Story	6	5	1973	1973	Gable	CompShg	HdBoard	HdBoard	BrkFace	359	TA	TA	CBlock	TA	TA	No	LwQ	458	Unf	0	25	483	GasA	TA	Y	SBrkr	483	504	0	0	1	1	1	2	1	TA	5	Typ	0	NA	Detchd	1973	Unf	1	264	TA	TA	Y	52	0	0	0	0	0	NA	NA	NA	0	2	2008	WD	Normal
528292030	2312	245000	60	RL	NA	15896	Pave	NA	IR2	Lvl	AllPub	CulDSac	Gtl	Gilbert	RRNn	Norm	1Fam	2Story	7	5	1999	1999	Gable	CompShg	VinylSd	VinylSd	BrkFace	210	Gd	TA	PConc	Gd	TA	No	ALQ	913	Unf	0	264	1177	GasA	Ex	Y	SBrkr	1223	1089	0	1	0	2	1	4	1	Gd	8	Typ	1	TA	BuiltIn	1999	Fin	3	658	TA	TA	Y	298	0	0	0	0	0	NA	NA	NA	0	5	2009	WD	Normal
535177020	1144	120000	20	RL	70	9100	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1960	1960	Hip	CompShg	HdBoard	HdBoard	BrkCmn	69	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1144	1144	GasA	TA	Y	SBrkr	1144	0	0	0	0	1	0	3	1	TA	6	Typ	1	Gd	Attchd	1960	RFn	1	336	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal
535478110	1025	124000	190	RL	70	7000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Artery	Norm	2fmCon	SFoyer	5	5	1962	1962	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	Av	ALQ	953	Unf	0	72	1025	GasA	TA	Y	SBrkr	1025	0	0	1	0	1	0	3	1	TA	6	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	96	80	0	0	0	0	NA	NA	NA	0	3	2006	WD	Normal
908127070	1179	110000	20	RL	80	8240	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	6	6	1960	1960	Hip	CompShg	HdBoard	HdBoard	Stone	198	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1179	1179	GasA	Gd	Y	SBrkr	1179	0	0	0	0	1	0	2	1	TA	5	Min2	0	NA	Attchd	1960	Fin	2	622	TA	TA	P	0	0	0	0	0	0	NA	GdPrv	NA	0	6	2007	WD	Normal
916403290	1717	187500	50	RL	44	13758	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Timber	Norm	Norm	1Fam	1.5Fin	7	5	1990	1991	Gable	CompShg	HdBoard	HdBoard	BrkFace	117	Gd	Gd	CBlock	Gd	TA	Mn	LwQ	902	Unf	0	254	1156	GasA	Ex	Y	SBrkr	1187	530	0	0	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	1990	RFn	2	400	TA	TA	Y	168	36	0	0	0	0	NA	NA	NA	0	4	2007	WD	Normal
528327070	2687	327000	60	RL	106	12720	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	2000	2000	Gable	CompShg	VinylSd	VinylSd	BrkFace	150	Gd	TA	PConc	Gd	TA	Mn	GLQ	1173	Unf	0	282	1455	GasA	Ex	Y	SBrkr	1466	1221	0	1	0	2	1	4	1	Gd	10	Typ	2	TA	BuiltIn	2000	RFn	3	810	TA	TA	Y	252	30	0	0	0	0	NA	NA	NA	0	9	2009	WD	Normal
535453040	1027	125900	20	RL	80	8000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1962	1962	Gable	CompShg	BrkFace	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	BLQ	520	Rec	319	188	1027	GasA	TA	Y	SBrkr	1027	0	0	0	1	1	0	3	1	TA	6	Typ	0	NA	Attchd	1962	Unf	1	299	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	11	2008	WD	Normal
923276180	816	139000	20	RL	65	11625	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	1Story	5	7	1983	1983	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	Gd	TA	No	ALQ	596	Unf	0	220	816	GasA	TA	Y	SBrkr	816	0	0	1	0	1	0	2	1	TA	4	Typ	0	NA	Attchd	1983	Fin	1	264	TA	TA	Y	330	0	0	0	0	0	NA	MnPrv	NA	0	5	2007	WD	Normal
534430110	1008	137000	20	RL	NA	11425	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1954	1954	Gable	CompShg	BrkFace	BrkFace	None	0	TA	TA	CBlock	TA	TA	No	BLQ	486	Unf	0	522	1008	GasA	Gd	Y	SBrkr	1008	0	0	0	0	1	0	2	1	TA	4	Typ	1	Gd	Attchd	1954	RFn	1	275	TA	TA	Y	0	0	120	0	0	0	NA	NA	NA	0	7	2006	WD	Normal
907187030	1724	188000	60	RL	57	8924	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	1998	1999	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	880	880	GasA	Ex	Y	SBrkr	880	844	0	0	0	2	1	3	1	Gd	8	Typ	0	NA	Attchd	1998	Fin	2	527	TA	TA	Y	120	155	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal
535383120	725	78500	30	RL	60	10800	Pave	Grvl	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	1Story	3	5	1890	1998	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	630	630	GasA	TA	Y	FuseA	725	0	0	0	0	1	1	1	1	TA	4	Typ	0	NA	Detchd	1959	Unf	1	320	TA	TA	Y	0	30	0	0	0	0	NA	NA	NA	0	11	2009	WD	Normal
535453100	1183	138000	80	RL	80	8000	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	SLvl	5	5	1959	1959	Gable	CompShg	BrkFace	Plywood	None	0	TA	TA	CBlock	Gd	TA	Av	GLQ	433	Rec	95	0	528	GasA	TA	Y	SBrkr	1183	0	0	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1959	RFn	1	288	TA	TA	Y	0	0	0	0	0	0	NA	GdWo	NA	0	7	2009	WD	Normal
528488100	1221	185000	20	FV	62	7500	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	7	5	2004	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	410	Unf	0	811	1221	GasA	Ex	Y	SBrkr	1221	0	0	1	0	2	0	2	1	Gd	6	Typ	0	NA	Attchd	2004	RFn	2	400	TA	TA	Y	0	113	0	0	0	0	NA	NA	NA	0	10	2009	WD	Normal
534403370	1445	158000	80	RL	NA	12095	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	SLvl	6	6	1964	1964	Gable	CompShg	MetalSd	HdBoard	BrkFace	115	TA	Gd	CBlock	TA	TA	Gd	Rec	564	Unf	0	563	1127	GasA	TA	Y	SBrkr	1445	0	0	0	0	1	1	3	1	TA	7	Typ	1	Fa	Attchd	1964	RFn	2	645	TA	TA	Y	180	0	0	0	0	0	NA	MnPrv	NA	0	8	2009	WD	Normal
535455080	832	105500	45	RL	59	7227	Pave	NA	Reg	HLS	AllPub	Corner	Mod	NAmes	Artery	Norm	1Fam	1.5Unf	6	6	1954	1954	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	832	832	GasA	Gd	Y	SBrkr	832	0	0	0	0	1	0	2	1	Gd	4	Typ	0	NA	Detchd	1962	Unf	2	528	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal
532479120	1701	171000	85	RL	NA	16647	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Sawyer	RRAe	Norm	1Fam	SFoyer	5	5	1975	1981	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	Gd	TA	Gd	ALQ	1390	Unf	0	0	1390	GasA	TA	Y	SBrkr	1701	0	0	1	0	2	0	3	1	TA	6	Min2	2	TA	Basment	1975	Fin	2	611	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	1	2007	WD	Normal
531452260	1540	184000	60	RL	70	9109	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	RRAe	Norm	1Fam	2Story	7	5	1994	1994	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	LwQ	36	GLQ	596	122	754	GasA	Ex	Y	SBrkr	754	786	0	1	0	2	1	3	1	Gd	6	Typ	0	NA	Attchd	1994	RFn	2	495	TA	TA	Y	140	32	0	0	0	0	NA	NA	NA	0	10	2009	WD	Normal
923229010	1062	146800	80	RL	NA	11333	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Mitchel	Norm	Norm	1Fam	SLvl	6	5	1976	1976	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	PConc	Gd	TA	Av	ALQ	539	Unf	0	490	1029	GasA	TA	Y	SBrkr	1062	0	0	1	0	1	0	3	1	TA	5	Typ	2	TA	Attchd	1976	RFn	2	539	TA	TA	Y	120	0	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal
528382020	2270	290000	60	RL	92	11764	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	7	1999	2007	Gable	CompShg	VinylSd	VinylSd	BrkFace	348	Gd	TA	PConc	Gd	TA	No	GLQ	524	Unf	0	628	1152	GasA	Ex	Y	SBrkr	1164	1106	0	0	0	2	1	4	1	Gd	9	Typ	1	Gd	Attchd	1999	Fin	3	671	TA	TA	Y	132	57	0	0	0	0	NA	NA	NA	0	4	2010	WD	Normal
914478045	1034	169900	80	RL	NA	12328	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	SLvl	6	5	1976	1976	Gable	CompShg	HdBoard	HdBoard	BrkFace	335	TA	TA	CBlock	TA	TA	Av	GLQ	539	Unf	0	473	1012	GasA	TA	Y	SBrkr	1034	0	0	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1976	Unf	3	888	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2010	WD	Normal
535478040	936	130000	85	RL	66	6760	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	SFoyer	5	5	1962	1962	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	Av	ALQ	734	Unf	0	162	896	GasA	TA	Y	SBrkr	936	0	0	1	0	1	0	3	1	TA	6	Typ	1	Po	Attchd	1962	RFn	1	288	TA	TA	Y	24	90	160	0	0	0	NA	NA	NA	0	10	2007	WD	Normal
907227080	894	123000	20	RL	60	7200	Pave	NA	Reg	Low	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	5	1972	1972	Hip	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	Av	Rec	777	Unf	0	117	894	GasA	TA	Y	SBrkr	894	0	0	0	0	1	0	2	1	TA	6	Typ	0	NA	Detchd	1985	RFn	2	600	TA	TA	Y	215	0	0	0	0	0	NA	NA	NA	0	9	2009	WD	Normal
532376090	1696	143900	20	RL	40	13673	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Sawyer	RRAe	Norm	1Fam	1Story	5	5	1962	1962	Gable	CompShg	HdBoard	HdBoard	None	0	TA	Gd	CBlock	TA	TA	No	Unf	0	Unf	0	1140	1140	GasA	TA	Y	SBrkr	1696	0	0	0	0	1	1	3	1	TA	8	Min2	1	TA	Attchd	1962	RFn	1	349	TA	TA	Y	0	30	0	0	0	0	NA	NA	NA	0	3	2007	WD	Normal
907196050	1786	223500	60	RL	68	11250	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2001	2002	Gable	CompShg	VinylSd	VinylSd	BrkFace	162	Gd	TA	PConc	Gd	TA	Mn	GLQ	486	Unf	0	434	920	GasA	Ex	Y	SBrkr	920	866	0	1	0	2	1	3	1	Gd	6	Typ	1	TA	Attchd	2001	RFn	2	608	TA	TA	Y	0	42	0	0	0	0	NA	NA	NA	0	9	2008	WD	Normal
907265100	1764	207000	60	RL	96	11690	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	8	5	1999	2000	Gable	CompShg	VinylSd	VinylSd	BrkFace	192	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	850	850	GasA	Ex	Y	SBrkr	886	878	0	0	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	1999	Unf	2	560	TA	TA	Y	120	29	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal
907260030	1725	198500	60	RL	70	8749	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2002	2002	Gable	CompShg	VinylSd	VinylSd		NA	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	840	840	GasA	Ex	Y	SBrkr	840	885	0	0	0	2	1	3	1	Gd	6	Typ	0	NA	Attchd	2002	RFn	2	550	TA	TA	Y	0	48	0	0	0	0	NA	NA	NA	0	11	2009	WD	Normal
905200510	1228	149350	20	RL	NA	8544	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	6	1966	2006	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1228	1228	GasA	Gd	Y	SBrkr	1228	0	0	0	0	1	1	3	1	Gd	6	Typ	0	NA	Attchd	1966	Unf	1	271	TA	TA	Y	0	65	0	0	0	0	NA	MnPrv	NA	0	6	2008	WD	Normal
527106050	1470	165000	60	RL	65	8139	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	1995	1996	Gable	CompShg	VinylSd	VinylSd	BrkFace	119	TA	TA	PConc	Gd	TA	No	ALQ	476	Unf	0	204	680	GasA	Gd	Y	SBrkr	680	790	0	0	0	2	1	3	1	TA	7	Typ	1	TA	BuiltIn	1995	Fin	2	420	TA	TA	Y	192	49	0	0	0	0	NA	NA	NA	0	10	2008	WD	Normal
527325160	2263	235000	60	RL	NA	16659	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	NWAmes	PosA	Norm	1Fam	2Story	7	7	1977	1994	Gable	CompShg	Plywood	Plywood	BrkFace	34	TA	TA	CBlock	TA	TA	No	ALQ	795	Unf	0	0	795	GasA	Fa	Y	SBrkr	1468	795	0	1	0	2	1	3	1	Gd	9	Typ	1	TA	Attchd	1977	Fin	2	539	TA	TA	Y	0	250	0	0	0	0	NA	NA	NA	0	3	2006	WD	Normal
535403190	951	143500	20	RL	62	8010	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	9	1958	2007	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	Gd	Gd	CBlock	TA	TA	Mn	GLQ	745	Unf	0	206	951	GasA	Gd	Y	SBrkr	951	0	0	1	0	1	0	2	1	Gd	6	Typ	0	NA	Detchd	1985	Unf	2	480	TA	TA	Y	0	0	42	0	0	0	NA	NA	Shed	450	9	2009	WD	Normal
531384070	1820	191750	60	RL	NA	11613	Pave	NA	IR2	Lvl	AllPub	Corner	Gtl	SawyerW	Norm	Norm	1Fam	2Story	6	5	1993	1997	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	ALQ	480	Unf	0	384	864	GasA	Ex	Y	SBrkr	920	900	0	0	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	1993	RFn	2	492	TA	TA	Y	144	85	0	0	0	0	NA	GdPrv	NA	0	5	2007	WD	Normal
528290170	1690	187000	60	RL	58	9487	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	2000	2000	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	GLQ	520	Unf	0	395	915	GasA	Ex	Y	SBrkr	940	750	0	1	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	2000	RFn	2	442	TA	TA	Y	0	50	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal
902402250	2290	122500	190	RM	60	11340	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	2fmCon	2Story	4	6	1885	1950	Gable	CompShg	VinylSd	AsbShng	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	777	777	GasA	Gd	Y	SBrkr	1246	1044	0	0	0	2	0	4	2	TA	11	Typ	0	NA	Detchd	1971	Unf	2	560	TA	TA	N	0	0	114	0	0	0	NA	NA	NA	0	4	2010	WD	Normal
533223050	1102	148800	160	FV	NA	5105	Pave	NA	IR2	Lvl	AllPub	FR2	Gtl	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2004	2004	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	239	Unf	0	312	551	GasA	Ex	Y	SBrkr	551	551	0	0	0	2	1	2	1	Gd	4	Typ	0	NA	Detchd	2004	Unf	2	480	TA	TA	Y	0	60	0	0	0	0	NA	NA	NA	0	3	2007	WD	Normal
527376090	1074	153500	20	RL	78	10140	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	5	6	1975	1975	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	Gd	TA	No	ALQ	788	Unf	0	268	1056	GasA	Ex	Y	SBrkr	1074	0	0	1	0	1	1	3	1	TA	6	Typ	0	NA	Attchd	1975	RFn	2	495	TA	TA	Y	0	88	0	0	0	0	NA	MnPrv	NA	0	7	2006	WD	Normal
528168040	2374	285000	60	RL	93	11999	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	8	5	2003	2004	Hip	CompShg	VinylSd	VinylSd	BrkFace	340	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1181	1181	GasA	Ex	Y	SBrkr	1234	1140	0	0	0	2	1	4	1	Ex	10	Typ	1	Gd	BuiltIn	2003	Fin	3	656	TA	TA	Y	104	100	0	0	0	0	NA	NA	NA	0	5	2007	WD	Normal
528174070	1306	184500	120	RL	34	5122	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	Twnhs	1Story	6	5	2005	2005	Gable	CompShg	VinylSd	VinylSd	Stone	135	Gd	TA	PConc	Gd	TA	Av	GLQ	881	Unf	0	425	1306	GasA	Ex	Y	SBrkr	1306	0	0	1	0	2	0	1	1	Gd	5	Typ	1	Gd	Attchd	2005	RFn	2	624	TA	TA	Y	170	63	0	0	0	0	NA	NA	NA	0	3	2009	WD	Normal
527106140	1604	195500	60	RL	59	9535	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	1998	1998	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	Gd	GLQ	851	Unf	0	75	926	GasA	Ex	Y	SBrkr	926	678	0	0	0	2	1	3	1	TA	7	Typ	0	NA	Attchd	1998	Fin	2	472	TA	TA	Y	100	82	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal
909281080	2133	257500	50	RL	78	10452	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	1.5Fin	7	6	1941	1985	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	371	Gd	Gd	BrkTil	Gd	TA	No	ALQ	426	BLQ	252	850	1528	GasA	Ex	Y	SBrkr	1225	908	0	1	0	1	1	4	1	TA	8	Typ	2	TA	Attchd	1941	Unf	1	312	TA	TA	Y	0	0	86	0	0	0	NA	NA	NA	0	7	2010	WD	Normal
534250410	1876	185000	60	RL	76	9120	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	2Story	6	6	1974	1974	Hip	CompShg	HdBoard	HdBoard	BrkFace	270	Gd	TA	CBlock	TA	TA	No	ALQ	442	Unf	0	459	901	GasA	TA	Y	SBrkr	943	933	0	0	0	2	1	4	1	Gd	8	Typ	1	TA	Attchd	1974	RFn	2	540	Gd	TA	Y	0	69	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal
907200250	1009	160000	80	RL	72	9720	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	SLvl	5	7	1977	1977	Gable	CompShg	Plywood	VinylSd	BrkFace	51	TA	TA	CBlock	TA	Ex	Av	ALQ	755	Unf	0	240	995	GasA	TA	Y	SBrkr	1009	0	0	0	0	2	0	3	1	TA	6	Typ	1	Fa	Detchd	1977	Unf	2	576	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	6	2007	WD	Normal
907200170	954	132500	80	RL	55	10780	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	SLvl	5	5	1976	1976	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	Av	ALQ	483	Unf	0	428	911	GasA	Gd	Y	SBrkr	954	0	0	0	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1976	Unf	2	576	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal
527182190	1502	212000	120	RL	NA	6820	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1985	1985	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	368	BLQ	1120	0	1488	GasA	TA	Y	SBrkr	1502	0	0	1	0	1	1	1	1	Gd	4	Typ	0	NA	Attchd	1985	RFn	2	528	TA	TA	Y	0	54	0	0	140	0	NA	NA	NA	0	6	2010	WD	Normal
528290090	1414	176000	60	RL	NA	7750	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Gilbert	RRAn	Norm	1Fam	2Story	7	5	2002	2002	Gable	CompShg	VinylSd	VinylSd		NA	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	707	707	GasA	Ex	Y	SBrkr	707	707	0	0	0	2	1	3	1	Gd	6	Typ	1	Gd	Attchd	2002	Fin	2	403	TA	TA	Y	100	35	0	0	0	0	NA	NA	NA	0	4	2008	WD	Normal
528228440	1269	192000	120	RL	43	3182	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	8	5	2004	2005	Gable	CompShg	VinylSd	VinylSd	BrkFace	16	Gd	TA	PConc	Gd	TA	No	GLQ	24	Unf	0	1232	1256	GasA	Ex	Y	SBrkr	1269	0	0	0	0	2	0	2	1	Gd	6	Typ	1	TA	Attchd	2004	Fin	2	430	TA	TA	Y	146	20	0	0	144	0	NA	NA	NA	0	4	2010	WD	Normal
905476225	1038	130000	120	RL	39	3869	Pave	NA	Reg	Lvl	AllPub	Inside	Mod	Edwards	Norm	Norm	TwnhsE	1Story	5	6	1984	1984	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	149	Gd	Ex	CBlock	TA	TA	No	LwQ	283	GLQ	755	0	1038	GasA	Gd	Y	SBrkr	1038	0	0	0	0	2	0	2	1	TA	5	Typ	0	NA	Attchd	1984	RFn	1	264	TA	TA	Y	0	105	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal
907260040	1459	192000	20	RL	70	8749	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2002	2002	Gable	CompShg	VinylSd	VinylSd	BrkFace	100	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1459	1459	GasA	Ex	Y	SBrkr	1459	0	0	0	0	2	0	3	1	Gd	6	Typ	1	Gd	Attchd	2002	RFn	2	527	TA	TA	Y	192	39	0	0	0	0	NA	NA	NA	0	9	2007	WD	Normal
535426150	1142	113500	20	RL	80	9000	Pave	NA	IR1	HLS	AllPub	Inside	Mod	NAmes	Norm	Norm	1Fam	1Story	6	6	1958	1958	Flat	Tar&Grv	Wd Sdng	Wd Sdng	BrkFace	82	TA	TA	CBlock	Gd	TA	Gd	Unf	0	Unf	0	160	160	GasA	Fa	Y	SBrkr	1142	0	0	0	0	1	0	2	1	TA	5	Typ	1	Gd	Basment	1958	RFn	1	384	TA	TA	Y	0	28	64	0	0	0	NA	NA	NA	0	4	2009	WD	Normal
535376090	833	117000	20	RL	90	5400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	5	7	1954	2000	Gable	CompShg	MetalSd	MetalSd	None	0	TA	Gd	CBlock	TA	TA	No	Rec	415	Unf	0	418	833	GasA	Ex	Y	SBrkr	833	0	0	0	0	1	0	2	1	Gd	4	Typ	0	NA	Detchd	1955	Unf	1	326	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	8	2006	WD	Normal
526302040	1024	157500	20	RL	85	10533	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	6	1956	1956	Hip	CompShg	VinylSd	VinylSd	BrkFace	244	TA	Gd	CBlock	TA	TA	No	Rec	773	Unf	0	235	1008	GasA	TA	Y	SBrkr	1024	0	0	1	0	1	0	2	1	Gd	5	Typ	2	TA	Attchd	1956	Unf	1	313	TA	TA	Y	0	0	0	0	280	0	NA	NA	NA	0	8	2006	WD	Normal
528188160	1405	200000	120	RL	48	3242	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	7	5	2003	2003	Gable	CompShg	VinylSd	Wd Shng	Stone	235	Gd	TA	PConc	Gd	TA	No	GLQ	1000	Unf	0	405	1405	GasA	Ex	Y	SBrkr	1405	0	0	1	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2003	RFn	2	478	TA	TA	Y	136	36	0	0	0	0	NA	NA	NA	0	3	2007	WD	Normal
527451450	948	89000	160	RM	21	1680	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	Twnhs	2Story	6	5	1972	1972	Gable	CompShg	HdBoard	HdBoard	BrkFace	504	TA	TA	CBlock	TA	TA	No	ALQ	276	Unf	0	207	483	GasA	TA	Y	SBrkr	483	465	0	0	0	1	1	2	1	TA	5	Typ	0	NA	Detchd	1972	Unf	1	264	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal
535453150	1170	140000	20	RL	70	7315	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1958	1958	Hip	CompShg	BrkFace	BrkFace	None	0	TA	TA	CBlock	TA	TA	No	Rec	625	Unf	0	545	1170	GasA	TA	Y	SBrkr	1170	0	0	0	1	1	0	3	1	TA	6	Typ	1	TA	Attchd	1958	RFn	1	338	TA	TA	Y	0	0	0	0	225	0	NA	NA	NA	0	3	2007	WD	Normal
907412020	1728	190000	60	RL	65	9313	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	864	864	GasA	Ex	Y	SBrkr	864	864	0	0	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	2004	RFn	2	572	TA	TA	Y	187	56	0	0	0	0	NA	NA	NA	0	4	2009	WD	Normal
907252220	1872	261500	60	RL	NA	11885	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	8	5	2001	2001	Gable	CompShg	VinylSd	VinylSd	BrkFace	108	Gd	TA	PConc	Gd	TA	Av	GLQ	990	Unf	0	309	1299	GasA	Ex	Y	SBrkr	1299	573	0	1	0	2	1	3	1	Ex	7	Typ	1	TA	BuiltIn	2001	RFn	2	531	TA	TA	Y	160	122	0	0	0	0	NA	NA	NA	0	11	2009	WD	Normal
535354260	1728	156000	50	RL	NA	12099	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1.5Fin	5	6	1953	2004	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	Fa	No	LwQ	198	Unf	0	1018	1216	GasA	Ex	Y	SBrkr	1216	0	512	1	0	1	0	3	1	TA	7	Typ	1	Gd	Attchd	1953	Unf	1	371	TA	TA	Y	200	0	0	0	0	0	NA	GdWo	NA	0	6	2007	WD	Normal
910206010	845	68104	50	RM	64	11067	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	IDOTRR	Norm	Norm	1Fam	1.5Fin	2	4	1939	1950	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	BrkTil	NA	NA	NA	NA	0	NA	0	0	0	GasA	Ex	Y	SBrkr	640	0	205	0	0	1	0	1	1	TA	4	Maj2	0	NA	Detchd	1950	Unf	1	256	TA	Fa	N	48	0	0	0	0	0	NA	NA	NA	0	3	2007	WD	Normal
903232030	808	81300	30	RM	NA	6120	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1Story	5	6	1945	1995	Gable	CompShg	Plywood	Plywood	None	0	TA	Gd	CBlock	NA	NA	NA	NA	0	NA	0	0	0	GasA	Gd	N	SBrkr	808	0	0	0	0	1	0	1	1	TA	6	Min2	0	NA	Attchd	1925	Unf	1	164	TA	TA	P	0	48	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal
921201060	1964	370000	20	RL	85	11447	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	8	5	2005	2006	Gable	CompShg	VinylSd	VinylSd	BrkFace	674	Gd	TA	PConc	Ex	TA	Av	GLQ	1571	Unf	0	393	1964	GasA	Ex	Y	SBrkr	1964	0	0	1	0	2	1	3	1	Gd	7	Typ	1	Gd	Attchd	2005	Fin	3	892	TA	TA	Y	0	265	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal
535353040	1031	145500	20	RL	60	7626	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	8	1952	2005	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	Gd	TA	CBlock	TA	TA	No	GLQ	931	Unf	0	100	1031	GasA	Gd	Y	SBrkr	1031	0	0	1	0	1	0	2	1	Gd	5	Typ	0	NA	Attchd	1952	Unf	1	230	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	3	2009	WD	Normal
534427040	1252	142000	20	RL	80	10721	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	6	1959	1959	Hip	CompShg	HdBoard	HdBoard	Stone	243	Gd	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1252	1252	GasA	Ex	Y	SBrkr	1252	0	0	0	0	1	0	3	1	Gd	7	Typ	0	NA	Detchd	1960	Unf	2	528	TA	TA	Y	0	39	0	0	0	0	NA	NA	NA	0	10	2008	WD	Normal
527368020	1674	216000	60	FV	NA	7500	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	7	5	2000	2000	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	533	Unf	0	281	814	GasA	Ex	Y	SBrkr	814	860	0	1	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	2000	RFn	2	663	TA	TA	Y	0	96	0	0	0	0	NA	NA	NA	0	1	2010	WD	Normal
905103110	1040	123000	20	RL	NA	11677	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	4	1966	1966	Gable	CompShg	HdBoard	HdBoard	BrkFace	442	TA	TA	CBlock	TA	TA	Av	Rec	249	BLQ	761	30	1040	GasA	TA	Y	SBrkr	1040	0	0	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1966	RFn	1	264	TA	TA	Y	0	90	0	0	0	0	NA	MnPrv	NA	0	2	2007	WD	Normal
528477080	1947	254900	60	FV	100	12552	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Somerst	Norm	Norm	1Fam	2Story	7	5	2004	2005	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	222	Unf	0	769	991	GasA	Ex	Y	SBrkr	991	956	0	0	0	2	1	3	1	Gd	8	Typ	1	Gd	Attchd	2004	RFn	2	678	TA	TA	Y	0	136	0	0	0	0	NA	GdWo	NA	0	5	2010	WD	Normal
906475050	988	180000	80	RL	NA	21453	Pave	NA	IR1	Low	AllPub	CulDSac	Sev	ClearCr	Norm	Norm	1Fam	SLvl	6	5	1969	1969	Flat	Metal	Plywood	Plywood	None	0	TA	TA	CBlock	TA	TA	Gd	ALQ	938	Unf	0	0	938	GasA	Ex	Y	SBrkr	988	0	0	1	0	1	0	1	1	TA	4	Typ	2	TA	Attchd	1969	Unf	2	540	TA	TA	Y	0	130	0	130	0	0	NA	NA	NA	0	10	2006	WD	Normal
528429070	1578	240000	20	RL	74	13253	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Somerst	RRAn	Norm	1Fam	1Story	7	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	BrkFace	128	Gd	TA	PConc	Ex	TA	No	GLQ	1096	Unf	0	482	1578	GasA	Gd	Y	SBrkr	1578	0	0	1	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2006	Unf	3	642	TA	TA	Y	0	26	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal
905426010	2158	243000	20	RL	84	12615	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Edwards	Norm	Norm	1Fam	1Story	6	7	1950	2001	Gable	CompShg	WdShing	Wd Shng	None	0	TA	TA	CBlock	TA	Gd	Av	ALQ	477	Unf	0	725	1202	GasA	TA	Y	SBrkr	2158	0	0	1	0	2	0	4	1	Gd	7	Typ	1	Gd	Attchd	1950	Unf	2	576	TA	TA	Y	0	29	39	0	0	0	NA	MnPrv	NA	0	6	2007	WD	Normal
534450090	334	39300	20	RL	50	5000	Pave	NA	Reg	Low	AllPub	Inside	Mod	BrkSide	Norm	Norm	1Fam	1Story	1	3	1946	1950	Gable	CompShg	VinylSd	VinylSd	None	0	Fa	Fa	Slab	NA	NA	NA	NA	0	NA	0	0	0	GasA	Fa	N	FuseF	334	0	0	0	0	1	0	1	1	Fa	2	Typ	0	NA	NA	NA	NA	0	0	NA	NA	N	0	0	0	0	0	0	NA	NA	NA	0	1	2007	WD	Normal
534403440	1440	157500	60	RL	85	9350	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	2Story	5	6	1964	1964	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	ALQ	360	Unf	0	360	720	GasA	Gd	Y	SBrkr	720	720	0	0	0	1	1	4	1	TA	7	Typ	1	Po	Attchd	1964	Fin	2	480	TA	TA	Y	0	32	240	0	0	0	NA	NA	NA	0	7	2006	WD	Normal
905201080	1375	187000	20	RL	81	14175	Pave	NA	Reg	Bnk	AllPub	Inside	Mod	Sawyer	PosA	Norm	1Fam	1Story	5	5	1956	1998	Hip	CompShg	BrkFace	BrkFace	None	0	TA	TA	CBlock	TA	TA	No	Rec	386	ALQ	522	332	1240	GasA	Gd	Y	SBrkr	1375	0	0	1	0	1	0	3	1	TA	6	Typ	1	Gd	Attchd	1956	Unf	1	323	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	12	2007	WD	Normal
914476380	1217	173000	80	RL	NA	9947	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Mitchel	Norm	Norm	1Fam	SLvl	7	5	1990	1991	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	PConc	Gd	TA	Av	GLQ	611	Unf	0	577	1188	GasA	Ex	Y	SBrkr	1217	0	0	1	0	2	0	3	1	Gd	6	Typ	0	NA	Attchd	1990	Unf	2	497	TA	TA	Y	168	27	0	0	0	0	NA	GdPrv	NA	0	6	2009	WD	Normal
533223110	1080	139000	160	FV	NA	4447	Pave	NA	IR1	Lvl	AllPub	FR2	Gtl	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2003	2003	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	530	530	GasA	Ex	Y	SBrkr	530	550	0	0	0	2	1	2	1	Gd	4	Typ	0	NA	Attchd	2003	RFn	2	496	TA	TA	Y	0	50	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal
534426040	1053	145500	20	RL	72	10007	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1959	2006	Gable	CompShg	HdBoard	HdBoard	BrkFace	54	Gd	TA	CBlock	TA	TA	No	ALQ	806	Unf	0	247	1053	GasA	Ex	Y	SBrkr	1053	0	0	1	0	1	1	3	1	Gd	5	Typ	0	NA	Attchd	1959	RFn	1	312	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	8	2008	WD	Normal
527358140	1844	190000	20	RL	105	11751	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	6	6	1977	1977	Hip	CompShg	Plywood	Plywood	BrkFace	480	TA	TA	CBlock	Gd	TA	No	BLQ	705	Unf	0	1139	1844	GasA	Ex	Y	SBrkr	1844	0	0	0	0	2	0	3	1	TA	7	Typ	1	TA	Attchd	1977	RFn	2	546	TA	TA	Y	0	122	0	0	0	0	NA	MnPrv	NA	0	1	2010	COD	Normal
528228290	1555	174000	120	RL	53	3684	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2007	2007	Hip	CompShg	VinylSd	VinylSd	BrkFace	130	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1373	1373	GasA	Ex	Y	SBrkr	1555	0	0	0	0	2	0	2	1	Gd	7	Typ	1	TA	Attchd	2007	Fin	3	660	TA	TA	Y	143	20	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
527427210	1419	190000	120	RH	26	8773	Pave	NA	IR2	Lvl	AllPub	FR2	Gtl	NAmes	Norm	Norm	TwnhsE	1Story	6	5	2002	2002	Gable	CompShg	MetalSd	MetalSd	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	951	Unf	0	536	1487	GasA	Ex	Y	SBrkr	1419	0	0	1	0	2	0	2	1	Gd	4	Typ	0	NA	Attchd	2002	Fin	2	543	TA	TA	Y	196	68	0	0	0	0	NA	NA	NA	0	9	2006	WD	Normal
909100110	1647	128000	70	RL	66	6858	Pave	NA	Reg	Bnk	AllPub	Corner	Gtl	SWISU	Norm	Norm	1Fam	2Story	6	4	1915	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	806	806	GasA	TA	N	FuseF	841	806	0	1	0	1	1	4	1	Fa	6	Typ	0	NA	Detchd	1920	Unf	1	216	TA	TA	Y	0	66	136	0	0	0	NA	NA	NA	0	5	2010	WD	Normal
528228415	1414	178740	120	RM	NA	3072	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2004	2004	Hip	CompShg	VinylSd	VinylSd	BrkFace	18	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1375	1375	GasA	Ex	Y	SBrkr	1414	0	0	0	0	2	0	2	1	Gd	6	Typ	1	TA	Attchd	2004	Fin	2	398	TA	TA	Y	144	20	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal
909281130	2727	315000	70	RL	70	10570	Pave	NA	Reg	Bnk	AllPub	Inside	Mod	Crawfor	Norm	Norm	1Fam	2Story	8	8	1932	1994	Hip	CompShg	BrkFace	BrkFace	None	0	Gd	TA	CBlock	Gd	Gd	No	Rec	297	Unf	0	556	853	GasA	TA	Y	SBrkr	1549	1178	0	0	0	2	1	3	1	Gd	10	Maj1	2	TA	Detchd	1932	Unf	2	440	TA	TA	Y	0	74	0	0	0	0	NA	NA	NA	0	12	2007	WD	Normal
907202240	1558	163000	20	RL	40	14330	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	6	1975	2001	Gable	CompShg	Plywood	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Rec	88	ALQ	596	180	864	GasA	TA	Y	SBrkr	1558	0	0	1	0	2	0	2	1	TA	5	Min2	0	NA	Attchd	1975	Fin	2	440	TA	TA	Y	140	0	239	0	227	0	NA	NA	NA	0	8	2008	WD	Normal
903400040	1824	180500	70	RL	60	13515	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	2Story	6	6	1919	1950	Gambrel	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	764	764	GasA	Ex	Y	FuseA	1060	764	0	0	0	1	0	3	1	TA	8	Typ	1	Gd	Detchd	1940	Unf	2	520	TA	TA	N	0	0	126	0	0	0	NA	GdPrv	NA	0	7	2007	WD	Normal
532351060	988	129500	20	RL	70	9100	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	RRAe	Norm	1Fam	1Story	5	4	1962	1962	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	51	TA	TA	CBlock	TA	TA	No	LwQ	36	Unf	0	952	988	GasA	Ex	Y	SBrkr	988	0	0	1	0	1	0	3	1	TA	6	Typ	0	NA	Detchd	1977	Unf	2	624	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal
532377100	1040	133000	20	RL	75	7500	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Sawyer	Feedr	Norm	1Fam	1Story	5	5	1963	1963	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	ALQ	824	Unf	0	216	1040	GasA	Fa	Y	SBrkr	1040	0	0	1	0	1	1	3	1	TA	5	Typ	0	NA	Attchd	1963	Fin	1	308	TA	TA	Y	0	0	220	0	0	0	NA	MnPrv	NA	0	6	2010	WD	Normal
527325240	1211	161000	20	RL	90	13068	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NWAmes	Norm	Norm	1Fam	1Story	6	5	1976	1976	Hip	CompShg	HdBoard	HdBoard	BrkFace	621	TA	TA	PConc	Gd	TA	No	ALQ	890	Rec	48	273	1211	GasA	TA	Y	SBrkr	1211	0	0	1	0	2	0	3	1	Gd	6	Typ	1	Po	Attchd	1976	Fin	2	461	TA	TA	Y	0	0	0	174	0	0	NA	MnPrv	NA	0	11	2008	WD	Normal
528390210	1850	248000	60	RL	NA	29959	Pave	NA	IR2	Lvl	AllPub	FR2	Gtl	NoRidge	Norm	Norm	1Fam	2Story	7	6	1994	1994	Gable	CompShg	HdBoard	HdBoard	None	0	Gd	TA	PConc	Gd	TA	No	GLQ	595	Unf	0	378	973	GasA	Ex	Y	SBrkr	979	871	0	0	0	2	1	3	1	Gd	7	Typ	1	Gd	BuiltIn	1994	Fin	2	467	TA	TA	Y	168	98	0	0	0	0	NA	NA	NA	0	1	2009	WD	Normal
532354150	864	135000	20	RL	75	8100	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Feedr	Norm	1Fam	1Story	5	8	1961	2007	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Gd	CBlock	TA	TA	No	ALQ	764	Unf	0	100	864	GasA	Ex	Y	SBrkr	864	0	0	1	0	1	0	3	1	Gd	5	Typ	1	TA	Detchd	1962	Unf	1	420	TA	TA	Y	132	0	0	0	0	0	NA	NA	NA	0	7	2008	WD	Normal
903452025	768	93850	30	RM	NA	6291	Grvl	NA	IR1	Lvl	AllPub	Inside	Gtl	IDOTRR	RRNe	Norm	1Fam	1Story	6	6	1930	1950	Gable	CompShg	Stucco	Wd Shng	None	0	Gd	Gd	BrkTil	TA	TA	No	Unf	0	Unf	0	768	768	GasA	TA	Y	SBrkr	768	0	0	0	0	1	0	1	1	TA	4	Typ	0	NA	Detchd	1930	Unf	2	440	TA	TA	N	0	0	84	0	0	0	NA	NA	NA	0	7	2008	WD	Normal
534225120	1728	142600	90	RL	74	13101	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	Duplex	1Story	5	5	1965	1965	Gable	CompShg	HdBoard	HdBoard	BrkFace	108	TA	TA	CBlock	TA	TA	No	LwQ	231	Unf	0	1497	1728	GasA	TA	Y	SBrkr	1728	0	0	0	0	2	0	6	2	TA	10	Typ	0	NA	Detchd	1987	Unf	2	576	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	11	2008	WD	Normal
906382060	1500	212999	20	RL	73	8760	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	8	5	2006	2006	Gable	CompShg	VinylSd	VinylSd	BrkFace	132	Gd	TA	PConc	Gd	TA	No	GLQ	36	Unf	0	1453	1489	GasA	Ex	Y	SBrkr	1500	0	0	0	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2005	RFn	2	674	TA	TA	Y	144	38	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal
528166060	2392	386250	20	RL	103	13472	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	10	5	2003	2003	Hip	CompShg	VinylSd	VinylSd	BrkFace	922	Ex	TA	PConc	Ex	TA	Gd	GLQ	56	Unf	0	2336	2392	GasA	Ex	Y	SBrkr	2392	0	0	0	0	2	0	3	1	Ex	8	Typ	1	Ex	Attchd	2003	Fin	3	968	TA	TA	Y	248	105	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
533253180	1295	213750	120	RL	40	3840	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Greens	Norm	Norm	TwnhsE	1Story	8	6	1978	1998	Gable	CompShg	Wd Sdng	Plywood	None	0	Gd	TA	CBlock	Gd	TA	Gd	GLQ	881	LwQ	176	0	1057	GasA	TA	Y	SBrkr	1295	0	0	1	0	1	0	1	1	Gd	4	Typ	2	TA	Attchd	1978	Fin	2	571	TA	TA	Y	133	89	0	0	0	0	NA	NA	NA	0	7	2007	WD	Normal
528315110	2630	315000	60	RL	80	9200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1998	1998	Gable	CompShg	VinylSd	VinylSd	BrkFace	473	Gd	TA	PConc	Gd	TA	No	GLQ	986	Unf	0	484	1470	GasA	Gd	Y	SBrkr	1470	1160	0	1	0	2	1	4	1	Gd	8	Typ	1	TA	Attchd	1998	Fin	3	696	TA	TA	Y	0	66	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal
535150280	1144	124000	20	RL	71	9204	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1963	1963	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	BLQ	25	Rec	872	247	1144	GasA	TA	Y	SBrkr	1144	0	0	1	0	1	1	3	1	TA	6	Typ	0	NA	Detchd	1962	Unf	1	336	TA	TA	Y	0	88	0	0	0	0	NA	NA	NA	0	8	2008	COD	Normal
907125040	1022	139500	20	RL	NA	14217	Pave	NA	IR2	Lvl	AllPub	CulDSac	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	5	1994	1994	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	ALQ	550	Unf	0	472	1022	GasA	Gd	Y	SBrkr	1022	0	0	0	1	1	0	3	1	TA	6	Typ	0	NA	Detchd	1995	Unf	2	747	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal
910203020	778	120500	30	RM	71	6900	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	IDOTRR	Norm	Norm	1Fam	1Story	5	6	1940	1955	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	ALQ	403	Rec	125	212	740	GasA	Ex	Y	SBrkr	778	0	0	0	0	1	0	2	1	TA	4	Typ	1	Gd	Detchd	1966	Fin	1	924	Ex	Ex	Y	0	25	0	0	0	0	NA	NA	NA	0	2	2008	WD	Normal
528363020	2501	290000	60	RL	NA	11929	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	7	1995	1995	Gable	CompShg	VinylSd	VinylSd	BrkFace	466	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	1242	1242	GasA	Ex	Y	SBrkr	1251	1250	0	0	0	2	1	4	1	Gd	9	Typ	1	TA	Attchd	1995	RFn	3	751	TA	TA	Y	192	87	0	0	0	0	NA	NA	NA	0	6	2008	WD	Normal
923202025	1368	215000	90	RM	78	7020	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	Duplex	SFoyer	7	5	1997	1997	Gable	CompShg	MetalSd	MetalSd	BrkFace	200	TA	Gd	PConc	Gd	TA	Gd	GLQ	1243	Unf	0	45	1288	GasA	Gd	Y	SBrkr	1368	0	0	2	0	2	0	2	2	TA	8	Typ	0	NA	Attchd	1997	Fin	4	784	TA	TA	Y	0	48	0	0	0	0	NA	NA	NA	0	11	2006	WD	Normal
533236040	1441	174000	160	FV	24	2645	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	Twnhs	2Story	8	5	1999	2000	Gable	CompShg	MetalSd	MetalSd	BrkFace	456	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	776	776	GasA	Ex	Y	SBrkr	764	677	0	0	0	2	1	2	1	Gd	5	Typ	0	NA	Detchd	1999	Unf	2	492	TA	TA	Y	206	0	0	0	0	0	NA	NA	NA	0	11	2007	WD	Normal
535151110	1053	142100	20	RL	60	8250	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	7	1963	1963	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	ALQ	288	Unf	0	765	1053	GasA	Gd	Y	SBrkr	1053	0	0	1	0	1	0	3	1	Gd	6	Typ	0	NA	2Types	1994	RFn	2	692	TA	TA	Y	240	0	0	0	109	0	NA	NA	NA	0	7	2007	WD	Normal
905377020	1630	130000	20	RL	NA	22692	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	5	5	1953	1953	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	587	Unf	0	486	1073	GasA	TA	Y	SBrkr	1630	0	0	0	0	2	0	3	1	TA	6	Mod	1	TA	Detchd	1953	Unf	2	649	TA	TA	P	0	64	0	0	0	0	NA	NA	NA	0	3	2007	COD	Normal
903401020	1820	184000	50	RL	60	9120	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	7	6	1925	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Gd	PConc	TA	TA	No	Rec	329	Unf	0	697	1026	GasA	Ex	Y	SBrkr	1133	687	0	1	0	2	0	4	1	TA	8	Typ	0	NA	Detchd	1925	Unf	1	240	TA	TA	N	0	100	0	0	0	0	NA	GdPrv	NA	0	6	2008	WD	Normal
906230010	2787	269500	90	RL	NA	11855	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	Duplex	2Story	7	5	2000	2000	Hip	CompShg	VinylSd	VinylSd	BrkFace	23	TA	TA	PConc	Ex	TA	No	GLQ	820	Unf	0	348	1168	GasA	Ex	Y	SBrkr	1168	1619	0	2	0	4	2	6	2	TA	8	Typ	2	TA	BuiltIn	2000	Fin	4	820	TA	TA	Y	312	0	0	0	0	0	NA	NA	NA	0	10	2009	WD	Normal
534479140	1644	146500	70	RL	79	9480	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Artery	Norm	1Fam	2Story	5	7	1942	1995	Gable	CompShg	MetalSd	MetalSd	Stone	224	TA	TA	CBlock	TA	TA	No	LwQ	386	Unf	0	342	728	GasA	Ex	Y	SBrkr	888	756	0	0	0	1	1	3	1	Gd	7	Typ	2	Gd	Attchd	1942	Unf	1	312	TA	TA	Y	168	0	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal
909253180	1477	145000	50	RL	52	6292	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	SWISU	Norm	Norm	1Fam	1.5Fin	7	7	1928	1950	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	861	861	GasA	Gd	Y	SBrkr	877	600	0	0	1	2	0	3	1	TA	6	Typ	1	Gd	Detchd	1928	Unf	1	216	TA	TA	Y	0	50	0	0	0	0	NA	NA	NA	0	8	2009	WD	Normal
531379030	1837	187000	60	RL	70	8304	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	6	5	1997	1998	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	941	941	GasA	Ex	Y	SBrkr	941	896	0	0	0	2	1	3	1	TA	7	Typ	0	NA	Attchd	1997	RFn	2	688	TA	TA	Y	150	165	0	0	0	0	NA	GdPrv	NA	0	7	2006	WD	Normal
907227090	864	119900	20	RL	60	7200	Pave	NA	Reg	Low	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	8	1972	1972	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	BLQ	437	Unf	0	427	864	GasA	Ex	Y	SBrkr	864	0	0	0	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1977	Unf	1	297	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	3	2006	WD	Normal
909282110	1801	210000	70	RL	70	14210	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	2Story	6	7	1930	1959	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	697	697	GasA	Ex	Y	SBrkr	1104	697	0	0	0	1	1	3	1	TA	8	Typ	1	Gd	Attchd	1930	Unf	2	365	Fa	TA	Y	0	90	0	0	0	0	NA	MnPrv	NA	0	11	2006	WD	Normal
528166120	2668	412500	60	RL	110	13688	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	9	5	2003	2004	Gable	CompShg	VinylSd	VinylSd	BrkFace	664	Gd	TA	PConc	Ex	TA	Av	GLQ	1016	Unf	0	556	1572	GasA	Ex	Y	SBrkr	1572	1096	0	1	0	2	1	3	1	Ex	10	Typ	2	Gd	BuiltIn	2003	Fin	3	726	TA	TA	Y	400	0	0	0	0	0	NA	NA	NA	0	3	2008	WD	Normal
914467050	1820	213000	60	RL	NA	11050	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	2Story	7	5	1996	1997	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	Mn	Unf	0	Unf	0	910	910	GasA	Ex	Y	SBrkr	910	910	0	0	0	2	1	3	1	Gd	8	Typ	1	TA	Attchd	1996	Unf	3	816	TA	TA	Y	318	32	0	0	0	0	NA	NA	NA	0	9	2008	WD	Normal
905427140	1560	182000	80	RL	78	11679	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	SLvl	5	5	1962	1962	Gable	CompShg	Plywood	Plywood	Stone	96	TA	TA	CBlock	TA	TA	Gd	ALQ	612	Rec	1164	0	1776	GasA	Ex	Y	SBrkr	1560	0	0	0	1	2	0	3	1	TA	6	Min2	1	Fa	Attchd	1962	Fin	2	528	TA	TA	Y	453	253	144	0	0	0	NA	MnPrv	NA	0	5	2006	WD	Normal
527165010	1709	185000	60	RL	NA	14067	Pave	NA	Reg	Lvl	AllPub	FR3	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	1991	1991	Gable	CompShg	HdBoard	HdBoard	BrkFace	194	TA	TA	PConc	Gd	TA	No	ALQ	504	Unf	0	332	836	GasA	Gd	Y	SBrkr	851	858	0	1	0	2	1	3	1	Gd	7	Typ	0	NA	Attchd	1991	Fin	2	416	TA	TA	Y	0	40	0	0	0	0	NA	GdPrv	NA	0	9	2008	WD	Normal
535180030	1048	135000	20	RL	72	10152	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1956	1956	Hip	CompShg	MetalSd	MetalSd	BrkFace	120	TA	TA	CBlock	TA	TA	No	BLQ	586	Unf	0	462	1048	GasA	TA	Y	SBrkr	1048	0	0	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1956	Unf	1	286	TA	TA	Y	0	20	0	0	192	0	NA	NA	NA	0	6	2007	WD	Normal
902427150	1093	115500	20	RM	52	8516	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	4	6	1958	2006	Gable	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	869	869	GasA	TA	Y	SBrkr	1093	0	0	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1959	Unf	1	308	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal
905451300	1073	121500	20	RL	68	9571	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	5	5	1956	1956	Hip	CompShg	MetalSd	MetalSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	257	Unf	0	816	1073	GasA	TA	Y	FuseA	1073	0	0	1	0	1	0	2	1	TA	5	Typ	0	NA	Attchd	1956	Unf	1	340	TA	TA	Y	0	0	0	0	0	0	NA	GdPrv	NA	0	2	2009	WD	Normal
902301030	1472	125000	50	RM	60	9600	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1.5Fin	5	8	1925	1994	Gambrel	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	TA	TA	Mn	Unf	0	Unf	0	702	702	GasA	Gd	Y	SBrkr	842	630	0	0	0	1	0	3	1	Gd	6	Typ	0	NA	Detchd	1925	Unf	1	250	TA	Fa	P	0	0	84	0	0	0	NA	GdWo	NA	0	7	2007	WD	Normal
534275010	1050	136500	20	RL	NA	10659	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1961	1961	Hip	CompShg	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	TA	TA	No	Rec	915	Unf	0	135	1050	GasA	TA	Y	SBrkr	1050	0	0	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1961	Unf	1	368	TA	TA	Y	0	319	0	0	0	0	NA	NA	NA	0	1	2006	COD	Normal
908152070	1113	148000	20	RL	NA	7917	Pave	NA	IR1	Lvl	AllPub	Corner	Gtl	Edwards	Norm	Norm	1Fam	1Story	6	7	1976	1976	Hip	CompShg	HdBoard	HdBoard	BrkFace	174	TA	Gd	CBlock	TA	Gd	No	BLQ	751	Unf	0	392	1143	GasA	TA	Y	SBrkr	1113	0	0	1	0	1	1	3	1	TA	6	Typ	1	Fa	Attchd	1987	RFn	1	504	TA	Gd	Y	370	30	0	0	0	0	NA	GdPrv	NA	0	5	2007	WD	Normal
905104090	894	125000	20	RL	99	7094	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	5	1966	1966	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	TA	TA	No	Rec	180	LwQ	374	340	894	GasA	TA	Y	SBrkr	894	0	0	0	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1966	RFn	1	384	TA	TA	Y	0	0	0	0	0	0	NA	MnPrv	NA	0	5	2007	WD	Normal
535375040	713	99800	30	RL	60	10410	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	3	8	1930	2001	Gable	CompShg	VinylSd	VinylSd	None	0	TA	Gd	PConc	TA	TA	No	Unf	0	Unf	0	713	713	GasA	Ex	Y	SBrkr	713	0	0	0	0	1	0	2	1	Gd	5	Typ	0	NA	Detchd	1936	Unf	1	371	Fa	Fa	N	0	75	161	0	0	0	NA	NA	NA	0	10	2006	WD	Normal
907202220	879	120000	20	RL	75	9675	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	6	1975	1975	Hip	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	No	BLQ	330	Rec	432	102	864	GasA	TA	Y	SBrkr	879	0	0	0	0	1	0	3	1	TA	5	Typ	0	NA	Attchd	1975	Unf	2	440	TA	TA	Y	0	80	0	0	0	0	NA	NA	NA	0	9	2007	Con	Normal
907227050	864	127000	20	RL	60	7180	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	5	7	1972	1972	Hip	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	TA	TA	Av	ALQ	390	Unf	0	474	864	GasA	TA	Y	SBrkr	864	0	0	0	0	1	0	3	1	TA	5	Typ	0	NA	Detchd	1989	Unf	1	352	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal
535382020	2414	160000	190	RL	60	10800	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	2fmCon	1.5Fin	5	4	1900	1970	Gable	CompShg	Wd Sdng	Wd Sdng	None	0	TA	Fa	CBlock	TA	Fa	No	BLQ	664	Unf	0	290	954	GasA	TA	N	FuseA	1766	648	0	0	0	2	0	3	2	TA	10	Mod	1	Gd	Attchd	1970	Unf	2	520	TA	Fa	N	142	0	0	0	0	0	NA	NA	NA	0	5	2006	ConLD	Normal
905403060	1079	125600	50	RL	50	5190	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1.5Fin	7	5	1948	1950	Gable	CompShg	BrkFace	Plywood	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	570	570	GasA	TA	Y	SBrkr	617	462	0	0	0	1	0	2	1	TA	5	Typ	1	Gd	Attchd	1948	Unf	1	249	TA	TA	Y	135	0	0	0	0	0	NA	NA	NA	0	1	2008	WD	Normal
535427070	2069	242000	20	RL	313	27650	Pave	NA	IR2	HLS	AllPub	Inside	Mod	NAmes	PosA	Norm	1Fam	1Story	7	7	1960	2007	Flat	Tar&Grv	Wd Sdng	Wd Sdng	None	0	TA	TA	CBlock	Gd	TA	Gd	GLQ	425	Unf	0	160	585	GasA	Ex	Y	SBrkr	2069	0	0	1	0	2	0	4	1	Gd	9	Typ	1	Gd	Attchd	1960	RFn	2	505	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	11	2008	WD	Normal
923228270	1092	88250	160	RM	21	1900	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	TwnhsE	2Story	4	4	1970	1970	Gable	CompShg	CemntBd	CmentBd	None	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	546	546	GasA	Ex	Y	SBrkr	546	546	0	0	0	1	1	3	1	TA	5	Typ	0	NA	NA	NA	NA	0	0	NA	NA	Y	0	0	0	0	0	0	NA	NA	NA	0	6	2010	WD	Normal
528228445	1504	191000	120	RL	43	3182	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2005	2006	Gable	CompShg	VinylSd	VinylSd	BrkFace	14	Gd	TA	PConc	Gd	Gd	No	GLQ	16	Unf	0	1330	1346	GasA	Ex	Y	SBrkr	1504	0	0	0	0	2	0	2	1	Gd	7	Typ	1	Gd	Attchd	2005	Fin	2	437	TA	TA	Y	156	20	0	0	0	0	NA	NA	NA	0	5	2008	WD	Normal
907125020	914	148000	85	RL	57	8846	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	CollgCr	Norm	Norm	1Fam	SFoyer	5	5	1996	1996	Gable	CompShg	VinylSd	VinylSd	None	0	Gd	TA	PConc	Gd	TA	Av	GLQ	298	Unf	0	572	870	GasA	Ex	Y	SBrkr	914	0	0	0	0	1	0	2	1	TA	5	Typ	0	NA	Detchd	1998	Unf	2	576	TA	TA	Y	0	0	0	0	0	0	NA	NA	NA	0	7	2006	WD	Normal
528275060	1664	172400	60	RL	NA	8121	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	2000	2000	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	953	953	GasA	Ex	Y	SBrkr	953	711	0	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	2000	RFn	2	460	TA	TA	Y	100	40	0	0	0	0	NA	NA	NA	0	1	2006	WD	Normal
534403290	2154	224500	60	RL	80	8800	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	2Story	6	7	1964	1997	Gable	CompShg	MetalSd	MetalSd	BrkFace	306	TA	Gd	CBlock	TA	TA	No	ALQ	414	Unf	0	431	845	GasA	Ex	Y	SBrkr	845	1309	0	0	0	2	1	5	1	TA	8	Typ	1	Gd	Attchd	1964	RFn	2	539	TA	TA	Y	0	0	0	0	161	0	NA	MnPrv	NA	0	7	2007	WD	Normal
526351100	1434	157000	20	RL	85	10200	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	5	1974	1974	Hip	CompShg	Plywood	Plywood	BrkFace	440	TA	TA	CBlock	TA	TA	No	LwQ	844	Unf	0	590	1434	GasA	TA	Y	SBrkr	1434	0	0	1	0	2	0	4	1	TA	7	Typ	1	Gd	Attchd	1974	RFn	2	528	TA	TA	Y	80	21	0	0	0	0	NA	NA	NA	0	6	2009	WD	Normal
534201300	898	140000	85	RL	70	8400	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Feedr	Norm	1Fam	SFoyer	5	6	1968	1968	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	CBlock	Gd	TA	Gd	GLQ	744	Unf	0	89	833	GasA	Gd	Y	SBrkr	898	0	0	1	0	1	0	3	1	TA	6	Typ	0	NA	Attchd	1968	RFn	1	326	TA	TA	Y	143	0	0	0	0	0	NA	NA	NA	0	8	2006	WD	Normal
527105060	1525	183500	60	RL	60	8238	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	1997	1998	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	PConc	TA	TA	No	GLQ	700	Unf	0	113	813	GasA	Ex	Y	SBrkr	813	712	0	1	0	2	1	3	1	TA	6	Typ	1	TA	Attchd	1997	Fin	2	400	TA	TA	Y	421	72	0	0	0	0	NA	NA	NA	0	5	2006	WD	Normal
904302020	879	80000	30	RL	50	5220	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	SWISU	Norm	Norm	1Fam	1Story	5	3	1936	1950	Gable	CompShg	Wd Sdng	Wd Shng	None	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	830	830	GasA	Gd	Y	SBrkr	879	0	0	0	0	1	0	2	1	TA	4	Typ	0	NA	Detchd	1936	Unf	1	180	TA	TA	P	0	108	0	0	0	0	NA	NA	NA	0	1	2006	WD	Normal
527107210	1446	175000	60	RL	57	21872	Pave	NA	IR2	HLS	AllPub	FR2	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	1996	1997	Gable	CompShg	HdBoard	HdBoard	None	0	TA	TA	PConc	Gd	TA	Gd	GLQ	604	Unf	0	125	729	GasA	Ex	Y	SBrkr	729	717	0	0	1	2	1	3	1	TA	6	Typ	1	TA	Attchd	1996	Unf	2	406	TA	TA	Y	264	22	0	0	0	0	NA	NA	NA	0	8	2008	WD	Normal
534425080	1429	181900	20	RL	NA	14585	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	6	1960	1987	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	85	TA	TA	CBlock	TA	TA	No	BLQ	594	Rec	219	331	1144	GasA	Ex	Y	SBrkr	1429	0	0	0	1	1	0	3	1	Gd	7	Typ	2	Gd	Attchd	1960	Unf	2	572	TA	TA	Y	216	110	0	0	0	0	NA	NA	NA	0	6	2007	WD	Normal
528354110	2398	315750	60	RL	95	11787	Pave	NA	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	7	5	1996	1997	Gable	CompShg	VinylSd	VinylSd	BrkFace	594	Gd	TA	PConc	Gd	TA	No	GLQ	719	Unf	0	660	1379	GasA	Ex	Y	SBrkr	1383	1015	0	1	0	2	1	3	1	Gd	8	Typ	1	TA	Attchd	1996	Fin	3	834	TA	TA	Y	239	60	0	0	0	0	NA	NA	NA	0	8	2007	WD	Normal
907290250	848	145000	120	RM	NA	4426	Pave	NA	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	TwnhsE	1Story	6	5	2004	2004	Gable	CompShg	VinylSd	VinylSd	BrkFace	205	Gd	TA	PConc	Gd	TA	Mn	GLQ	662	Unf	0	186	848	GasA	Ex	Y	SBrkr	848	0	0	1	0	1	0	1	1	Gd	3	Typ	0	NA	Attchd	2004	RFn	2	420	TA	TA	Y	140	0	0	0	0	0	NA	NA	NA	0	2	2008	WD	Normal
905106140	1352	158000	60	RL	80	9364	Pave	NA	Reg	Lvl	AllPub	Corner	Gtl	Sawyer	Norm	Norm	1Fam	2Story	6	7	1969	1969	Gable	CompShg	HdBoard	HdBoard	Stone	143	TA	TA	CBlock	TA	TA	No	ALQ	371	Unf	0	292	663	GasA	TA	Y	SBrkr	663	689	0	0	0	1	1	4	1	TA	7	Typ	0	NA	Attchd	1969	Fin	1	299	TA	TA	Y	379	36	0	0	0	0	NA	MnPrv	NA	0	3	2010	WD	Normal
914452120	912	156000	85	RL	NA	7540	Pave	NA	IR1	Lvl	AllPub	CulDSac	Gtl	Mitchel	Norm	Norm	1Fam	SFoyer	6	6	1978	1978	Gable	CompShg	VinylSd	VinylSd	None	0	TA	TA	CBlock	Gd	TA	Av	GLQ	773	Unf	0	115	888	GasA	Ex	Y	SBrkr	912	0	0	1	0	1	0	2	1	TA	5	Typ	1	TA	Attchd	1978	RFn	2	470	TA	TA	Y	0	0	0	0	192	0	NA	MnPrv	NA	0	6	2007	WD	Normal

Section 1.2 Visualizations

Response Variable - Price

We will begin with understanding the response variable that we intend to model. Here we are attempting to predict price in the ames data set. Let’s take a look at a histogram to understand the distribution of prices in Ames, Iowa.

ames_train %>%
        ggplot(aes(price/1000)) +
        geom_histogram(bins = 30, fill = "lightblue", color = "black") +
        geom_vline(aes(xintercept = mean(price)/1000, 
                   color = "mean"), linetype = "dashed", size = 1) +
        geom_vline(aes(xintercept = median(price)/1000, 
                   color = "median"), linetype = "dashed", size = 1) +
        scale_color_manual(name = "Statistics", 
                           values = c(mean = "red", median = "darkgreen")) +
        ggtitle("Histogram of Price in Ames") +
        xlab("Home Price (,000's)") + ylab("Number of Homes")

Figure 1.1 - Histogram of home prices in Ames, Iowa

From the histogram, we can see that that price is right-skewed and using the log(price) in our analysis will be reasonable.

Numeric Predictors

Next, we will create a pairwise chart looking at various numeric predictors and how they interact with each other, as well as with our response variable price. We will look at area, Lot.Area, Year.Built, Year.Remod.Add, Bedroom.AbvGr and Overall.Qual.

ames_train %>%
        dplyr::select(price, area, Lot.Area, Year.Built, Year.Remod.Add, 
               Bedroom.AbvGr, Overall.Qual) %>%
        GGally::ggpairs()

Figure 1.2 - Pairwise chart for numeric predictors

From this pairwise chart, we can make a few observations

• Lot.Area and to a lesser degree area are right skewed and will need log transformation.

• Year.Built is bi-modal, with a peak in newly built homes.

• Bedroom.AbvGr has the lowest correlation with price (0.219) which is surprising.

• Overall.Qual and area have the highest correlations with price and will likely be the best predictors of the numeric variables.

Categorical Variables

Next we will take a look at some of the categorical variables; MS.Zoning, Neigborhood, Kitchen.Qual and MS.SubClass as a factor variable

First we will look at `Neighborhood’ using a ridgeline chart.

ames_train %>%
        ggplot(aes(x = price / 1000, y = Neighborhood, fill = Neighborhood)) +
        geom_density_ridges() +
        theme_ridges() +
        theme(legend.position = "none") +
        xlab("Home Price (,000's)") +
        theme(axis.title.y = element_blank())

Figure 1.3 - Ridgeline chart of price by Neighborhood

Here, we can see some differences by Neighborhood on its own, due the number of factors.. With ‘StoneBr’ and ‘NridgHt’ displaying higher values than ‘MeadowV’ and ‘IDOTRR’. This may be a useful predictor in our model.

Next, we will look at the other categorical predictors; MS.Zoning & Kitchen.Qual

g1 <- ames_train %>%
  ggplot(aes(reorder(Kitchen.Qual, price/1000, FUN = median), price)) +
  geom_boxplot(fill = "lightblue") +
  ggtitle("Home Price by Kitchen Quality") +
  xlab("Kitchen Quality") + ylab("Price (,000's)")

g2 <- ames_train %>%
  ggplot(aes(reorder(MS.Zoning, price/1000, FUN = median), price)) +
  geom_boxplot(fill = "lightblue") +
  ggtitle("Home Price by Zoning") +
  xlab("Zone") + ylab("Price (,000's)")

ggpubr::ggarrange(g1, g2, ncol = 2)

Figure 1.4 - Boxplots for Home Quality and Zoning

From these boxplots, we can see that there does seem to be some explanatory relationship between these variables to our predictor variable, price

Lastly, we will look MS.Subclass

ames_train <- ames_train %>%
  mutate(MS.SubClass = factor(MS.SubClass))

ames_train %>%
  ggplot(aes(reorder(MS.SubClass, price/1000, FUN = median), price)) +
  geom_boxplot(fill = "lightblue") +
  geom_jitter(color = "black", size = 0.4, alpha = 0.9) +
  ggtitle("Home Price by Subclass") +
  xlab("Subclass") + ylab("Price (,000's)")

Figure 1.5 - Boxplots for Subclass with individual observations added

Again we can see that there does seem to be some explanatory relationship between this variable and our predictor variable, price

---

Part 2 - Development and assessment of an initial model, following a semi-guided process of analysis

Section 2.1 An Initial Model

In building a model, it is often useful to start by creating a simple, intuitive initial model based on the results of the exploratory data analysis. (Note: The goal at this stage is not to identify the “best” possible model but rather to choose a reasonable and understandable starting point. Later you will expand and revise this model to create your final model.

Based on your EDA, select at most 10 predictor variables from “ames_train” and create a linear model for price (or a transformed version of price) using those variables. Provide the R code and the summary output table for your model, a brief justification for the variables you have chosen, and a brief discussion of the model results in context (focused on the variables that appear to be important predictors and how they relate to sales price).

---

Based on our exploratory data analysis, we will include the following variables as predictors in our initial model: area, Lot.Area, Year.Built, Year.Remod.Add, Bedroom.AbvGr, Overall.Qual``MS.Zoning, Neigborhood, Kitchen.Qual and MS.SubClass. We will use the \(log\) of Lot.Area and treat MS.SubClass as a factor variable. And we will use the \(log\) of price as our response variable.

We will subset the data for ease of use. Then build our model with all the predictors.

ames_sub <- ames_train %>%
  dplyr::select(price, area, Lot.Area, Year.Built, Year.Remod.Add, Bedroom.AbvGr, Overall.Qual, 
         MS.Zoning, Neighborhood, Kitchen.Qual, MS.SubClass) %>%
  mutate(Lot.Area = log(Lot.Area))

lm_full <- lm(log(price) ~ ., data = ames_sub)

summary(lm_full)

Call:
lm(formula = log(price) ~ ., data = ames_sub)

Residuals:
     Min       1Q   Median       3Q      Max 
-0.63446 -0.06198  0.00199  0.06923  0.35706 

Coefficients:
                      Estimate Std. Error t value Pr(>|t|)    
(Intercept)          9.097e-01  1.017e+00   0.894 0.371503    
area                 3.438e-04  1.698e-05  20.250  < 2e-16 ***
Lot.Area             1.015e-01  1.401e-02   7.241 1.07e-12 ***
Year.Built           2.715e-03  4.213e-04   6.444 2.03e-10 ***
Year.Remod.Add       1.877e-03  3.012e-04   6.231 7.59e-10 ***
Bedroom.AbvGr       -1.736e-02  7.708e-03  -2.253 0.024556 *  
Overall.Qual         8.260e-02  5.650e-03  14.619  < 2e-16 ***
MS.ZoningFV          3.149e-01  7.399e-02   4.257 2.33e-05 ***
MS.ZoningI (all)    -7.038e-02  1.318e-01  -0.534 0.593405    
MS.ZoningRH          1.818e-01  7.724e-02   2.354 0.018819 *  
MS.ZoningRL          3.026e-01  6.019e-02   5.028 6.16e-07 ***
MS.ZoningRM          2.509e-01  5.639e-02   4.449 9.90e-06 ***
NeighborhoodBlueste  1.361e-01  8.958e-02   1.520 0.129024    
NeighborhoodBrDale  -2.829e-03  7.468e-02  -0.038 0.969795    
NeighborhoodBrkSide  5.314e-02  6.058e-02   0.877 0.380668    
NeighborhoodClearCr  6.315e-02  6.514e-02   0.969 0.332598    
NeighborhoodCollgCr -5.337e-02  5.150e-02  -1.036 0.300419    
NeighborhoodCrawfor  1.221e-01  5.772e-02   2.116 0.034654 *  
NeighborhoodEdwards -8.390e-02  5.387e-02  -1.557 0.119782    
NeighborhoodGilbert -6.090e-02  5.404e-02  -1.127 0.260114    
NeighborhoodGreens   1.138e-01  7.413e-02   1.535 0.125284    
NeighborhoodGrnHill  3.635e-01  9.657e-02   3.765 0.000179 ***
NeighborhoodIDOTRR  -1.234e-02  6.571e-02  -0.188 0.851108    
NeighborhoodMeadowV -2.771e-02  6.640e-02  -0.417 0.676495    
NeighborhoodMitchel  1.903e-02  5.359e-02   0.355 0.722561    
NeighborhoodNAmes    7.738e-03  5.300e-02   0.146 0.883956    
NeighborhoodNoRidge  3.917e-02  5.448e-02   0.719 0.472296    
NeighborhoodNPkVill  4.363e-02  7.550e-02   0.578 0.563486    
NeighborhoodNridgHt  4.452e-02  5.142e-02   0.866 0.386915    
NeighborhoodNWAmes  -1.527e-02  5.409e-02  -0.282 0.777736    
NeighborhoodOldTown -3.951e-02  6.168e-02  -0.641 0.521931    
NeighborhoodSawyer  -1.900e-02  5.423e-02  -0.350 0.726173    
NeighborhoodSawyerW -8.296e-02  5.276e-02  -1.572 0.116288    
NeighborhoodSomerst  2.155e-02  6.186e-02   0.348 0.727627    
NeighborhoodStoneBr  2.491e-02  5.726e-02   0.435 0.663678    
NeighborhoodSWISU   -1.785e-02  6.605e-02  -0.270 0.787008    
NeighborhoodTimber   5.100e-03  5.748e-02   0.089 0.929322    
NeighborhoodVeenker  5.583e-02  6.274e-02   0.890 0.373817    
Kitchen.QualFa      -1.938e-01  3.925e-02  -4.938 9.64e-07 ***
Kitchen.QualGd      -7.294e-02  2.347e-02  -3.108 0.001951 ** 
Kitchen.QualPo      -2.181e-01  1.270e-01  -1.717 0.086293 .  
Kitchen.QualTA      -1.097e-01  2.610e-02  -4.201 2.97e-05 ***
MS.SubClass30       -5.843e-02  2.659e-02  -2.197 0.028296 *  
MS.SubClass40       -3.635e-01  1.196e-01  -3.039 0.002452 ** 
MS.SubClass45       -7.584e-02  4.911e-02  -1.544 0.122914    
MS.SubClass50       -5.881e-02  2.161e-02  -2.722 0.006638 ** 
MS.SubClass60       -9.363e-02  1.555e-02  -6.022 2.65e-09 ***
MS.SubClass70       -7.815e-02  3.214e-02  -2.431 0.015268 *  
MS.SubClass75       -2.373e-02  5.181e-02  -0.458 0.647037    
MS.SubClass80       -1.628e-02  2.137e-02  -0.762 0.446405    
MS.SubClass85        6.329e-02  2.754e-02   2.298 0.021819 *  
MS.SubClass90       -1.237e-01  2.582e-02  -4.791 1.99e-06 ***
MS.SubClass120      -2.797e-02  2.588e-02  -1.081 0.280211    
MS.SubClass160      -1.531e-01  3.532e-02  -4.335 1.65e-05 ***
MS.SubClass180      -5.625e-02  5.986e-02  -0.940 0.347681    
MS.SubClass190      -2.917e-02  3.415e-02  -0.854 0.393344    
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Residual standard error: 0.1156 on 778 degrees of freedom
Multiple R-squared:  0.9144,    Adjusted R-squared:  0.9083 
F-statistic:   151 on 55 and 778 DF,  p-value: < 2.2e-16

These initial results look quite promising with an \(\text{Adjusted R}^2\) of 0.9083. As each of the numeric predictors, show p-values less than 0.05 and each factor variable has a subset that shows significance as well.

vip::vip(lm_full)

Figure 2.1 - Variable Important for the initial model with all selected predictors

Additionally, when looking at the variable importance of each of the selected predictors the most important appear to be area and Overall.Qual; with multiple subsets of MC.SubClass appearing in the top 10.

---

Section 2.2 Model Selection

Now either using BAS another stepwise selection procedure choose the “best” model you can, using your initial model as your starting point. Try at least two different model selection methods and compare their results. Do they both arrive at the same model or do they disagree? What do you think this means?

---

For model selection, we will utilize stepwise selction with both BIC and AIC as our error metric.

lm_AIC <- stepAIC(lm_full, k = 2, trace = 0)
lm_BIC <- stepAIC(lm_full, k = log(nrow(ames_sub)), trace = 0)

lm_AIC$anova

Stepwise Model Path 
Analysis of Deviance Table

Initial Model:
log(price) ~ area + Lot.Area + Year.Built + Year.Remod.Add + 
    Bedroom.AbvGr + Overall.Qual + MS.Zoning + Neighborhood + 
    Kitchen.Qual + MS.SubClass

Final Model:
log(price) ~ area + Lot.Area + Year.Built + Year.Remod.Add + 
    Bedroom.AbvGr + Overall.Qual + MS.Zoning + Neighborhood + 
    Kitchen.Qual + MS.SubClass


  Step Df Deviance Resid. Df Resid. Dev       AIC
1                        778   10.40538 -3544.182

lm_BIC$anova

Stepwise Model Path 
Analysis of Deviance Table

Initial Model:
log(price) ~ area + Lot.Area + Year.Built + Year.Remod.Add + 
    Bedroom.AbvGr + Overall.Qual + MS.Zoning + Neighborhood + 
    Kitchen.Qual + MS.SubClass

Final Model:
log(price) ~ area + Lot.Area + Year.Built + Year.Remod.Add + 
    Bedroom.AbvGr + Overall.Qual + MS.Zoning + Kitchen.Qual + 
    MS.SubClass

            Step Df Deviance Resid. Df Resid. Dev       AIC
1                                  778   10.40538 -3279.513
2 - Neighborhood 26 1.747627       804   12.15300 -3324.913

Using the AIC parameter, our full model is the optimal model. However, when using the BIC criteria, the predictor Neighborhood has been dropped from the model. With the mantra ‘simpler is best’, we will move foward with the reduced model under BIC.

---

Section 2.3 Initial Model Residuals

One way to assess the performance of a model is to examine the model’s residuals. In the space below, create a residual plot for your preferred model from above and use it to assess whether your model appears to fit the data well. Comment on any interesting structure in the residual plot (trend, outliers, etc.) and briefly discuss potential implications it may have for your model and inference / prediction you might produce.

---

We will plot our residuals vs. our fitted values to confirm that the residuals are evenly distributed around zero.

max_outlier <- which.max(abs(lm_BIC$residuals))

plot(lm_BIC, which = 1, pch = 19)
points(lm_BIC$fitted.values[max_outlier], lm_BIC$residuals[max_outlier], 
       col = "red", cex = 8, lwd = 2)

The distribution looks reasonably well-distributed around zero, with a few outliers; and we will investigate #611 in particular.

ames_sub[max_outlier, ] %>%
        kable() %>%
        kable_styling() %>%
        scroll_box(width = "100%")

price	area	Lot.Area	Year.Built	Year.Remod.Add	Bedroom.AbvGr	Overall.Qual	MS.Zoning	Neighborhood	Kitchen.Qual	MS.SubClass
40000	1317	9.047821	1920	1950	3	4	C (all)	IDOTRR	TA	70

table(ames_sub$MS.Zoning)

A (agr) C (all)      FV I (all)      RH      RL      RM 
      0       5      35       1       6     656     131 

Nothing dramatically jumps out with regards to this observation, other than it is only 1 of 5 Commerically zoned properties, which may have an impact on its sale price.

Let’s look at a few more residual plots.

par(mfrow = c(1, 2))

plot(lm_BIC, which = 2)
plot(lm_BIC, which = 4)

From these charts, we can see that the model does have a hard time predicting home prices on both ends of the scale, which may mean that we need a model of greater degrees, perhaps a quadratic or cubic model, will do a better job fitting the end values of the data set. Additionally, #611 may have high influence on the model, but there did not seem to be any overriding reason to remove this observation from the analysis.

---

Section 2.4 Initial Model RMSE

You can calculate it directly based on the model output. Be specific about the units of your RMSE (depending on whether you transformed your response variable). The value you report will be more meaningful if it is in the original units (dollars).

---

We will calculate our Root Mean Squared Error, by:

• exponentiating the fitted values from our model

• subtracting that from the observed values

• squaring those results

• calculating the mean of the squares

• lastly, taking the square root of the mean

sqrt(mean((ames_sub$price - exp(lm_BIC$fitted.values))^2))

[1] 20970.52

The RMSE of our model is \(\$20,970\).

---

Section 2.5 Overfitting

The process of building a model generally involves starting with an initial model (as you have done above), identifying its shortcomings, and adapting the model accordingly. This process may be repeated several times until the model fits the data reasonably well. However, the model may do well on training data but perform poorly out-of-sample (meaning, on a dataset other than the original training data) because the model is overly-tuned to specifically fit the training data. This is called “overfitting.” To determine whether overfitting is occurring on a model, compare the performance of a model on both in-sample and out-of-sample data sets. To look at performance of your initial model on out-of-sample data, you will use the data set ames_test.

First we must load and pre-process the test data the same way we did to the training data.

load("ames_test.Rdata")

ames_test_raw <- ames_test

ames_test <- ames_test %>%
  filter(Sale.Condition == "Normal") %>%
  mutate(MS.SubClass = factor(MS.SubClass)) %>%
  dplyr::select(price, area, Lot.Area, Year.Built, Year.Remod.Add, Bedroom.AbvGr, Overall.Qual, 
         MS.Zoning, Neighborhood, Kitchen.Qual, MS.SubClass) %>%
  mutate(Lot.Area = log(Lot.Area))

Use your model from above to generate predictions for the housing prices in the test data set. Are the predictions significantly more accurate (compared to the actual sales prices) for the training data than the test data? Why or why not? Briefly explain how you determined that (what steps or processes did you use)?

---

pred_BIC <- predict(lm_BIC, newdata = ames_test)

sqrt(mean((ames_test$price - exp(pred_BIC))^2))

[1] 22494.94

After pre-processing our test dataset the same way we pre-processed our training dataset, we find a RMSE for the testing data of \(\$22,494\), which is about 7% greater than our training RMSE of \(\$20,970\). This is a satisfactory result, and likely shows that we did not overfit the data.

---

Note to the learner: If in real-life practice this out-of-sample analysis shows evidence that the training data fits your model a lot better than the test data, it is probably a good idea to go back and revise the model (usually by simplifying the model) to reduce this overfitting. For simplicity, we do not ask you to do this on the assignment, however.

Part 3 Development of a Final Model

Now that you have developed an initial model to use as a baseline, create a final model with at most 20 variables to predict housing prices in Ames, IA, selecting from the full array of variables in the dataset and using any of the tools that we introduced in this specialization.

Carefully document the process that you used to come up with your final model, so that you can answer the questions below.

Section 3.1 Final Model

Provide the summary table for your model.

---

In order to include as many predictors in the model as possible, we will need to do some Feature Engineering, so that these variable can be useful in modeling. So, let’s take a deeper look at these variables to understand them better

skimr::skim(ames_train)

Data summary

Name	ames_train
Number of rows	834
Number of columns	81
_______________________
Column type frequency:
factor	44
numeric	37
________________________
Group variables	None

Variable type: factor

skim_variable	n_missing	complete_rate	ordered	n_unique	top_counts
MS.SubClass	0	1.00	FALSE	15	20: 306, 60: 158, 50: 82, 120: 55
MS.Zoning	0	1.00	FALSE	6	RL: 656, RM: 131, FV: 35, RH: 6
Street	0	1.00	FALSE	2	Pav: 832, Grv: 2
Alley	781	0.06	FALSE	2	Grv: 28, Pav: 25
Lot.Shape	0	1.00	FALSE	4	Reg: 522, IR1: 286, IR2: 24, IR3: 2
Land.Contour	0	1.00	FALSE	4	Lvl: 757, Bnk: 29, HLS: 29, Low: 19
Utilities	0	1.00	FALSE	1	All: 834, NoS: 0, NoS: 0
Lot.Config	0	1.00	FALSE	5	Ins: 590, Cor: 145, Cul: 63, FR2: 32
Land.Slope	0	1.00	FALSE	3	Gtl: 800, Mod: 31, Sev: 3
Neighborhood	0	1.00	FALSE	27	NAm: 140, Col: 75, Old: 62, Saw: 57
Condition.1	0	1.00	FALSE	9	Nor: 732, Fee: 46, Art: 19, Pos: 9
Condition.2	0	1.00	FALSE	5	Nor: 825, Fee: 6, Art: 1, Pos: 1
Bldg.Type	0	1.00	FALSE	5	1Fa: 687, Twn: 70, Twn: 33, Dup: 26
House.Style	0	1.00	FALSE	7	1St: 422, 2St: 239, 1.5: 85, SLv: 38
Roof.Style	0	1.00	FALSE	5	Gab: 654, Hip: 163, Gam: 8, Fla: 6
Roof.Matl	0	1.00	FALSE	5	Com: 822, Tar: 8, WdS: 2, Met: 1
Exterior.1st	0	1.00	FALSE	12	Vin: 262, HdB: 145, Met: 130, Wd : 125
Exterior.2nd	0	1.00	FALSE	12	Vin: 259, HdB: 134, Met: 132, Wd : 119
Mas.Vnr.Type	0	1.00	FALSE	5	Non: 516, Brk: 263, Sto: 45, Brk: 6
Exter.Qual	0	1.00	FALSE	4	TA: 540, Gd: 266, Ex: 20, Fa: 8
Exter.Cond	0	1.00	FALSE	4	TA: 711, Gd: 103, Fa: 16, Ex: 4
Foundation	0	1.00	FALSE	5	CBl: 381, PCo: 351, Brk: 88, Sla: 11
Bsmt.Qual	20	0.98	FALSE	5	TA: 389, Gd: 350, Ex: 52, Fa: 22
Bsmt.Cond	20	0.98	FALSE	5	TA: 763, Gd: 29, Fa: 19, Ex: 2
Bsmt.Exposure	20	0.98	FALSE	5	No: 538, Av: 128, Gd: 75, Mn: 72
BsmtFin.Type.1	20	0.98	FALSE	6	GLQ: 236, Unf: 217, ALQ: 144, Rec: 92
BsmtFin.Type.2	20	0.98	FALSE	6	Unf: 711, Rec: 28, LwQ: 25, BLQ: 23
Heating	0	1.00	FALSE	5	Gas: 824, Gas: 7, Gra: 1, Oth: 1
Heating.QC	0	1.00	FALSE	5	Ex: 407, TA: 263, Gd: 145, Fa: 18
Central.Air	0	1.00	FALSE	2	Y: 789, N: 45
Electrical	0	1.00	FALSE	4	SBr: 776, Fus: 44, Fus: 12, Fus: 2
Kitchen.Qual	0	1.00	FALSE	5	TA: 446, Gd: 327, Ex: 41, Fa: 19
Functional	0	1.00	FALSE	6	Typ: 777, Min: 21, Min: 16, Mod: 14
Fireplace.Qu	414	0.50	FALSE	5	TA: 201, Gd: 169, Fa: 22, Po: 18
Garage.Type	35	0.96	FALSE	6	Att: 505, Det: 234, Bui: 43, 2Ty: 8
Garage.Finish	35	0.96	FALSE	4	Unf: 382, RFn: 231, Fin: 185, emp: 1
Garage.Qual	36	0.96	FALSE	5	TA: 757, Fa: 32, Gd: 5, Po: 3
Garage.Cond	36	0.96	FALSE	5	TA: 768, Fa: 19, Gd: 5, Po: 5
Paved.Drive	0	1.00	FALSE	3	Y: 745, N: 61, P: 28
Pool.QC	831	0.00	FALSE	3	Ex: 1, Fa: 1, Gd: 1, TA: 0
Fence	655	0.21	FALSE	4	MnP: 105, GdP: 39, GdW: 33, MnW: 2
Misc.Feature	806	0.03	FALSE	4	She: 24, Gar: 2, Oth: 1, Ten: 1
Sale.Type	0	1.00	FALSE	9	WD : 797, COD: 16, Con: 5, Con: 5
Sale.Condition	0	1.00	FALSE	1	Nor: 834, Abn: 0, Adj: 0, All: 0

Variable type: numeric

skim_variable	n_missing	complete_rate	mean	sd	p0	p25	p50	p75	p100	hist
PID	0	1.00	713844612.59	188932275.99	526302030	531458660.00	535454145.0	907199140.00	1007100110	<U+2587><U+2581><U+2581><U+2586><U+2582>
area	0	1.00	1450.05	491.48	334	1077.25	1383.0	1718.50	3672	<U+2583><U+2587><U+2583><U+2581><U+2581>
price	0	1.00	174622.27	72269.79	39300	129000.00	155500.0	205000.00	615000	<U+2587><U+2587><U+2581><U+2581><U+2581>
Lot.Frontage	156	0.81	68.51	24.15	21	56.00	69.0	80.00	313	<U+2587><U+2583><U+2581><U+2581><U+2581>
Lot.Area	0	1.00	10227.93	10353.70	1470	7205.75	9202.0	11418.75	215245	<U+2587><U+2581><U+2581><U+2581><U+2581>
Overall.Qual	0	1.00	6.00	1.34	1	5.00	6.0	7.00	10	<U+2581><U+2581><U+2587><U+2585><U+2581>
Overall.Cond	0	1.00	5.64	1.10	1	5.00	5.0	6.00	9	<U+2581><U+2581><U+2587><U+2585><U+2581>
Year.Built	0	1.00	1970.00	29.05	1872	1954.00	1972.0	1997.00	2009	<U+2581><U+2582><U+2583><U+2587><U+2587>
Year.Remod.Add	0	1.00	1983.03	20.15	1950	1965.00	1989.5	2002.00	2009	<U+2585><U+2583><U+2583><U+2583><U+2587>
Mas.Vnr.Area	4	1.00	95.62	176.75	0	0.00	0.0	143.00	1290	<U+2587><U+2581><U+2581><U+2581><U+2581>
BsmtFin.SF.1	0	1.00	453.26	423.50	0	0.00	402.0	747.00	2257	<U+2587><U+2585><U+2582><U+2581><U+2581>
BsmtFin.SF.2	0	1.00	52.44	174.13	0	0.00	0.0	0.00	1526	<U+2587><U+2581><U+2581><U+2581><U+2581>
Bsmt.Unf.SF	0	1.00	517.70	405.71	0	209.00	433.0	747.75	2336	<U+2587><U+2585><U+2581><U+2581><U+2581>
Total.Bsmt.SF	0	1.00	1023.39	401.13	0	784.00	974.0	1247.75	2846	<U+2581><U+2587><U+2583><U+2581><U+2581>
X1st.Flr.SF	0	1.00	1127.31	360.03	334	864.00	1058.0	1336.75	2696	<U+2582><U+2587><U+2583><U+2581><U+2581>
X2nd.Flr.SF	0	1.00	318.22	421.90	0	0.00	0.0	689.00	1836	<U+2587><U+2582><U+2582><U+2581><U+2581>
Low.Qual.Fin.SF	0	1.00	4.52	51.24	0	0.00	0.0	0.00	1064	<U+2587><U+2581><U+2581><U+2581><U+2581>
Bsmt.Full.Bath	0	1.00	0.44	0.52	0	0.00	0.0	1.00	2	<U+2587><U+2581><U+2586><U+2581><U+2581>
Bsmt.Half.Bath	0	1.00	0.06	0.24	0	0.00	0.0	0.00	2	<U+2587><U+2581><U+2581><U+2581><U+2581>
Full.Bath	0	1.00	1.50	0.54	0	1.00	1.0	2.00	4	<U+2581><U+2587><U+2587><U+2581><U+2581>
Half.Bath	0	1.00	0.38	0.50	0	0.00	0.0	1.00	2	<U+2587><U+2581><U+2585><U+2581><U+2581>
Bedroom.AbvGr	0	1.00	2.81	0.81	0	2.00	3.0	3.00	6	<U+2581><U+2583><U+2587><U+2582><U+2581>
Kitchen.AbvGr	0	1.00	1.04	0.19	1	1.00	1.0	1.00	2	<U+2587><U+2581><U+2581><U+2581><U+2581>
TotRms.AbvGrd	0	1.00	6.27	1.53	2	5.00	6.0	7.00	13	<U+2582><U+2587><U+2585><U+2581><U+2581>
Fireplaces	0	1.00	0.59	0.66	0	0.00	1.0	1.00	4	<U+2587><U+2587><U+2581><U+2581><U+2581>
Garage.Yr.Blt	36	0.96	1975.94	24.73	1900	1960.00	1977.0	1999.00	2009	<U+2581><U+2582><U+2585><U+2585><U+2587>
Garage.Cars	0	1.00	1.72	0.74	0	1.00	2.0	2.00	5	<U+2585><U+2587><U+2582><U+2581><U+2581>
Garage.Area	0	1.00	460.87	205.03	0	308.00	472.5	573.50	1356	<U+2582><U+2587><U+2583><U+2581><U+2581>
Wood.Deck.SF	0	1.00	93.18	125.72	0	0.00	0.0	168.00	857	<U+2587><U+2582><U+2581><U+2581><U+2581>
Open.Porch.SF	0	1.00	45.31	61.49	0	0.00	25.0	71.50	341	<U+2587><U+2582><U+2581><U+2581><U+2581>
Enclosed.Porch	0	1.00	24.00	60.92	0	0.00	0.0	0.00	432	<U+2587><U+2581><U+2581><U+2581><U+2581>
X3Ssn.Porch	0	1.00	3.19	29.77	0	0.00	0.0	0.00	508	<U+2587><U+2581><U+2581><U+2581><U+2581>
Screen.Porch	0	1.00	14.87	54.28	0	0.00	0.0	0.00	440	<U+2587><U+2581><U+2581><U+2581><U+2581>
Pool.Area	0	1.00	1.75	33.37	0	0.00	0.0	0.00	800	<U+2587><U+2581><U+2581><U+2581><U+2581>
Misc.Val	0	1.00	53.12	611.09	0	0.00	0.0	0.00	15500	<U+2587><U+2581><U+2581><U+2581><U+2581>
Mo.Sold	0	1.00	6.16	2.66	1	5.00	6.0	8.00	12	<U+2583><U+2586><U+2587><U+2583><U+2583>
Yr.Sold	0	1.00	2007.84	1.29	2006	2007.00	2008.0	2009.00	2010	<U+2587><U+2587><U+2587><U+2587><U+2583>

Here are some observations from skimr about some of the predictors not previously included:

• Street: 832 / 834 observations are Pav. So not useful to add

• Alley: 781 values are NA, leaving only 6% with values.

• Lot.Shape, Land.Contour, Lot.Config: May be interesting to add.

• Utilities, Land.Slope, Condition.1, Condition.2: have most obs in 1 value

• House.Style: May provide some interesting info.

• Overall.Cond: seems like a useful variable to add.

• Garage.Cars: May be useful,

• Total.Baths: Will add this variable, adding Full.Bath and Half.Bath

• Fireplaces: May be useful to add this variable.

• Pool.YN: would be nice to add, but only 3 homes have pools.

Let’s engineer some features….

ames_train2 <- ames_raw %>%
  mutate(Total.Baths = Full.Bath + Half.Bath * .5) %>%  # add Total # of Baths as a variable
  mutate(MS.SubClass = factor(MS.SubClass)) %>%
  mutate(Lot.Area = log(Lot.Area)) %>%
  filter(Sale.Condition == "Normal") %>%
  dplyr::select(price, area, Lot.Area, Year.Built, Year.Remod.Add,
                Bedroom.AbvGr, Overall.Qual, MS.Zoning, Neighborhood, Kitchen.Qual,
                MS.SubClass, Lot.Shape, Land.Contour, Lot.Config, House.Style,
                Overall.Cond, Garage.Cars, Total.Baths, Fireplaces)

Now, we will build our final model and again use AIC and BIC to potentially eliminate some extra predictors. And provide a summary of the model.

lm_final <- lm(log(price) ~ ., data = ames_train2)

summary(lm_final)

Call:
lm(formula = log(price) ~ ., data = ames_train2)

Residuals:
     Min       1Q   Median       3Q      Max 
-0.55703 -0.05801  0.00079  0.06928  0.27042 

Coefficients:
                      Estimate Std. Error t value Pr(>|t|)    
(Intercept)          9.703e-01  9.767e-01   0.993 0.320800    
area                 3.302e-04  1.859e-05  17.759  < 2e-16 ***
Lot.Area             9.652e-02  1.527e-02   6.322 4.39e-10 ***
Year.Built           3.564e-03  4.254e-04   8.379 2.58e-16 ***
Year.Remod.Add       8.127e-04  2.938e-04   2.766 0.005816 ** 
Bedroom.AbvGr       -1.031e-02  7.275e-03  -1.418 0.156703    
Overall.Qual         6.673e-02  5.259e-03  12.690  < 2e-16 ***
MS.ZoningFV          3.523e-01  6.794e-02   5.186 2.76e-07 ***
MS.ZoningI (all)     2.076e-01  1.301e-01   1.595 0.111033    
MS.ZoningRH          2.428e-01  7.118e-02   3.411 0.000682 ***
MS.ZoningRL          3.206e-01  5.577e-02   5.749 1.30e-08 ***
MS.ZoningRM          2.583e-01  5.176e-02   4.990 7.48e-07 ***
NeighborhoodBlueste  7.542e-02  8.035e-02   0.939 0.348163    
NeighborhoodBrDale   2.275e-02  6.684e-02   0.340 0.733631    
NeighborhoodBrkSide  5.817e-02  5.461e-02   1.065 0.287111    
NeighborhoodClearCr  5.330e-02  6.014e-02   0.886 0.375743    
NeighborhoodCollgCr -1.343e-02  4.638e-02  -0.289 0.772286    
NeighborhoodCrawfor  1.193e-01  5.251e-02   2.271 0.023416 *  
NeighborhoodEdwards -5.249e-02  4.857e-02  -1.081 0.280162    
NeighborhoodGilbert -1.984e-02  4.885e-02  -0.406 0.684721    
NeighborhoodGreens   9.702e-02  6.770e-02   1.433 0.152204    
NeighborhoodGrnHill  4.595e-01  8.762e-02   5.245 2.03e-07 ***
NeighborhoodIDOTRR   3.038e-02  5.938e-02   0.512 0.609018    
NeighborhoodMeadowV -7.603e-06  6.023e-02   0.000 0.999899    
NeighborhoodMitchel  2.800e-02  4.815e-02   0.582 0.561010    
NeighborhoodNAmes    1.031e-02  4.791e-02   0.215 0.829722    
NeighborhoodNoRidge  5.859e-02  4.893e-02   1.197 0.231544    
NeighborhoodNPkVill  3.862e-02  6.811e-02   0.567 0.570894    
NeighborhoodNridgHt  7.100e-02  4.613e-02   1.539 0.124150    
NeighborhoodNWAmes  -2.326e-02  4.894e-02  -0.475 0.634763    
NeighborhoodOldTown -8.011e-03  5.556e-02  -0.144 0.885403    
NeighborhoodSawyer  -8.136e-03  4.887e-02  -0.166 0.867840    
NeighborhoodSawyerW -5.557e-02  4.759e-02  -1.168 0.243254    
NeighborhoodSomerst  5.134e-02  5.529e-02   0.929 0.353427    
NeighborhoodStoneBr  6.029e-02  5.220e-02   1.155 0.248426    
NeighborhoodSWISU    2.467e-02  5.947e-02   0.415 0.678437    
NeighborhoodTimber   2.673e-02  5.197e-02   0.514 0.607142    
NeighborhoodVeenker  6.574e-02  5.691e-02   1.155 0.248388    
Kitchen.QualFa      -1.422e-01  3.566e-02  -3.988 7.31e-05 ***
Kitchen.QualGd      -7.795e-02  2.124e-02  -3.671 0.000259 ***
Kitchen.QualPo      -1.348e-02  1.161e-01  -0.116 0.907554    
Kitchen.QualTA      -1.082e-01  2.357e-02  -4.592 5.14e-06 ***
MS.SubClass30       -5.577e-02  2.455e-02  -2.271 0.023419 *  
MS.SubClass40       -3.217e-01  1.066e-01  -3.017 0.002636 ** 
MS.SubClass45        2.376e-02  1.197e-01   0.199 0.842682    
MS.SubClass50        3.064e-02  5.248e-02   0.584 0.559491    
MS.SubClass60       -3.856e-02  4.522e-02  -0.853 0.394139    
MS.SubClass70       -8.449e-03  4.942e-02  -0.171 0.864291    
MS.SubClass75        1.899e-02  6.691e-02   0.284 0.776604    
MS.SubClass80       -2.017e-01  8.647e-02  -2.333 0.019905 *  
MS.SubClass85       -7.378e-02  5.229e-02  -1.411 0.158653    
MS.SubClass90       -1.417e-01  2.912e-02  -4.867 1.38e-06 ***
MS.SubClass120       2.539e-03  2.431e-02   0.104 0.916844    
MS.SubClass160      -7.457e-02  5.372e-02  -1.388 0.165468    
MS.SubClass180      -1.549e-01  6.910e-02  -2.242 0.025236 *  
MS.SubClass190       2.211e-02  3.864e-02   0.572 0.567314    
Lot.ShapeIR2        -1.084e-02  2.489e-02  -0.436 0.663245    
Lot.ShapeIR3         1.354e-01  8.225e-02   1.646 0.100224    
Lot.ShapeReg         9.427e-03  9.101e-03   1.036 0.300608    
Land.ContourHLS      2.521e-02  2.912e-02   0.866 0.386958    
Land.ContourLow     -1.484e-02  3.605e-02  -0.412 0.680702    
Land.ContourLvl      3.976e-03  2.150e-02   0.185 0.853325    
Lot.ConfigCulDSac    1.534e-02  1.718e-02   0.893 0.372222    
Lot.ConfigFR2       -3.772e-02  2.174e-02  -1.735 0.083112 .  
Lot.ConfigFR3       -7.017e-02  5.487e-02  -1.279 0.201406    
Lot.ConfigInside     1.072e-02  1.007e-02   1.065 0.287323    
House.Style1.5Unf   -2.478e-02  1.154e-01  -0.215 0.830018    
House.Style1Story    8.505e-02  5.169e-02   1.645 0.100299    
House.Style2.5Unf    5.707e-02  6.450e-02   0.885 0.376532    
House.Style2Story    2.960e-02  4.714e-02   0.628 0.530230    
House.StyleSFoyer    1.843e-01  6.299e-02   2.926 0.003536 ** 
House.StyleSLvl      2.499e-01  9.433e-02   2.649 0.008241 ** 
Overall.Cond         5.016e-02  4.283e-03  11.710  < 2e-16 ***
Garage.Cars          5.006e-02  7.590e-03   6.596 7.94e-11 ***
Total.Baths         -7.001e-03  1.288e-02  -0.543 0.587046    
Fireplaces           2.911e-02  7.511e-03   3.876 0.000116 ***
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Residual standard error: 0.1027 on 758 degrees of freedom
Multiple R-squared:  0.9342,    Adjusted R-squared:  0.9276 
F-statistic: 143.4 on 75 and 758 DF,  p-value: < 2.2e-16

Initial results are encouraging as our \(\text{Adjusted R}^2\) has increased to .9276 from .9083. Let’s perform some step selection with AIC and BIC.

lm_AIC_final <- stepAIC(lm_final, k = 2, trace = 0)
lm_BIC_final <- stepAIC(lm_final, k = log(nrow(ames_train2)), trace = 0)

lm_AIC_final$anova

Stepwise Model Path 
Analysis of Deviance Table

Initial Model:
log(price) ~ area + Lot.Area + Year.Built + Year.Remod.Add + 
    Bedroom.AbvGr + Overall.Qual + MS.Zoning + Neighborhood + 
    Kitchen.Qual + MS.SubClass + Lot.Shape + Land.Contour + Lot.Config + 
    House.Style + Overall.Cond + Garage.Cars + Total.Baths + 
    Fireplaces

Final Model:
log(price) ~ area + Lot.Area + Year.Built + Year.Remod.Add + 
    Bedroom.AbvGr + Overall.Qual + MS.Zoning + Neighborhood + 
    Kitchen.Qual + MS.SubClass + Lot.Config + House.Style + Overall.Cond + 
    Garage.Cars + Fireplaces

            Step Df    Deviance Resid. Df Resid. Dev       AIC
1                                     758   7.998681 -3723.562
2 - Land.Contour  3 0.015039041       761   8.013720 -3727.995
3    - Lot.Shape  3 0.039314386       764   8.053035 -3729.914
4  - Total.Baths  1 0.003346515       765   8.056381 -3731.567

lm_BIC_final$anova

Stepwise Model Path 
Analysis of Deviance Table

Initial Model:
log(price) ~ area + Lot.Area + Year.Built + Year.Remod.Add + 
    Bedroom.AbvGr + Overall.Qual + MS.Zoning + Neighborhood + 
    Kitchen.Qual + MS.SubClass + Lot.Shape + Land.Contour + Lot.Config + 
    House.Style + Overall.Cond + Garage.Cars + Total.Baths + 
    Fireplaces

Final Model:
log(price) ~ area + Lot.Area + Year.Built + Year.Remod.Add + 
    Bedroom.AbvGr + Overall.Qual + MS.Zoning + Kitchen.Qual + 
    House.Style + Overall.Cond + Garage.Cars + Total.Baths + 
    Fireplaces

            Step Df   Deviance Resid. Df Resid. Dev       AIC
1                                    758   7.998681 -3364.368
2 - Neighborhood 26 1.23028370       784   9.228965 -3419.930
3  - MS.SubClass 14 0.62237677       798   9.851342 -3459.669
4   - Lot.Config  4 0.04349576       802   9.894838 -3482.900
5 - Land.Contour  3 0.02543186       805   9.920269 -3500.938
6    - Lot.Shape  3 0.03202571       808   9.952295 -3518.429

These are very interesting results. AIC removes 3 predictors and BIC removes 5 predictors. Again, we will chose the smaller model to avoid over-fitting the data, and will go with the BIC model.

What is interesting is that MS.SubClass has been removed, even though this was a large predictor in our previous model. I believe their is some overlap with this variable and House.Style which may explain that.

Before we test the final model on the test_data, let’s look at variable importance with this final model

vip::vip(lm_BIC_final, 20)

These ranking of predictor importance makes a lot of intuitive sense with area, Overall.Qual, Year.Built, Overall.Cond and Lot.Area being the top 5 predictors in the model.

Now, we will test this new expanded model on the test data, below.

---

Section 3.2 Transformation

Did you decide to transform any variables? Why or why not? Explain in a few sentences.

---

Yes, we transformed a few variables. We used Log(Price) as our response variable and Log(Lot.Area) as a predictor. We did this as these two variables had the most pronounced right skew in the data set.

Additionally, converted we converted MS.SubClass to a factor variable, created a new variable called Total.Baths and sub-selected the data-set to only include Normal Sale.Condition.

---

Section 3.3 Variable Interaction

Did you decide to include any variable interactions? Why or why not? Explain in a few sentences.

---

We decided against using any variable cross interaction as with 18 variable in our final model before using step selection the possible number of interactions is 153 (18 choose 2). With that number of interactions, we will be identifying a variety of statistically significant interactions just be chance. For this reason, we decided against adding interactions to the model.

Additionally, since this model is to be used to predict under- and over-valued properties, we want the model to be easily interpretted; adding interactions reduces that.

---

Section 3.4 Variable Selection

What method did you use to select the variables you included? Why did you select the method you used? Explain in a few sentences.

---

As described previously, we looked to choose those variables that met the following conditions:

• appeared to have some explanatory value with the response variable

• for categorical predictors, did not have any extreme imbalances in their factors

• made intuitive sense to include in the model

• attempted to include only a single predictor for each feature (i.e. only Garage.Cars for garages.)

We then used AIC and BIC step selection and chose the smallest model to reduce the risk of overfitting the training data.

---

Section 3.5 Model Testing

How did testing the model on out-of-sample data affect whether or how you changed your model? Explain in a few sentences.

---

We will first pre-process the test data as we did the training data. Then make our prediction and calculate our RMSE.

ames_test2 <- ames_test_raw %>%
  mutate(Total.Baths = Full.Bath + Half.Bath * .5) %>%  # add Total # of Baths as a variable
  mutate(MS.SubClass = factor(MS.SubClass)) %>%
  mutate(Lot.Area = log(Lot.Area)) %>%
  filter(Sale.Condition == "Normal") %>%
  dplyr::select(price, area, Lot.Area, Year.Built, Year.Remod.Add,
                Bedroom.AbvGr, Overall.Qual, MS.Zoning, Neighborhood, Kitchen.Qual,
                MS.SubClass, Lot.Shape, Land.Contour, Lot.Config, House.Style,
                Overall.Cond, Garage.Cars, Total.Baths, Fireplaces) %>%
  filter(House.Style != "2.5Fin")  # wasn't included in the training data, so removed for simplicity

pred_BIC_final <- predict(lm_BIC_final, newdata = ames_test2)

sqrt(mean((ames_test2$price - exp(pred_BIC_final))^2))

[1] 21187.26

Our new model on the test data now reduces our RMSE to \(\$21,187\) an improvement of almost 6%.

---

Part 4 Final Model Assessment

Section 4.1 Final Model Residual

For your final model, create and briefly interpret an informative plot of the residuals.

---

par(mfrow = c(2, 2))
plot(lm_BIC_final)

As we can see from the residual plots, observation #611 is still our maximum outlier and possibly a high leverage one. Additionally, the model has some issues with extreme prices at both the low and high end of the price range. But the residuals do appear to symmetric around 0 and do not exhibit any auto-correlation in their results.

---

Section 4.2 Final Model RMSE

For your final model, calculate and briefly comment on the RMSE.

---

sqrt(mean((ames_test2$price - exp(pred_BIC_final))^2))

[1] 21187.26

As mentioned above, our new model on the test data now reduces our RMSE to \(\$21,187\) an improvement of almost 6% over the original model.

---

Section 4.3 Final Model Evaluation

What are some strengths and weaknesses of your model?

---

Strengths:

• Easy to understand the variables and coefficient interpretation

• Fast computation for even as the data set grows to do scenario analysis or other predictive analysis

• Simpler models, such as linear regression, are less prone to overfitting the training data.

Weaknesses

• May miss any non-linearity in the predictor variables, as exhibited in the residual plots.

• May miss interaction between variables

• Multi-collinearity may reduce coefficient usefulness.

---

Section 4.4 Final Model Validation

Testing your final model on a separate, validation data set is a great way to determine how your model will perform in real-life practice.

You will use the “ames_validation” dataset to do some additional assessment of your final model. Discuss your findings, be sure to mention: * What is the RMSE of your final model when applied to the validation data?
* How does this value compare to that of the training data and/or testing data? * What percentage of the 95% predictive confidence (or credible) intervals contain the true price of the house in the validation data set?
* From this result, does your final model properly reflect uncertainty?

load("ames_validation.Rdata")

# We must do the same pre-processing with the validation data as we done to the training data
ames_val <- ames_validation %>%
  mutate(Total.Baths = Full.Bath + Half.Bath * .5) %>%  # add Total # of Baths as a variable
  mutate(MS.SubClass = factor(MS.SubClass)) %>%
  mutate(Lot.Area = log(Lot.Area)) %>%
  filter(Sale.Condition == "Normal") %>%
  dplyr::select(price, area, Lot.Area, Year.Built, Year.Remod.Add,
                Bedroom.AbvGr, Overall.Qual, MS.Zoning, Neighborhood, Kitchen.Qual,
                MS.SubClass, Lot.Shape, Land.Contour, Lot.Config, House.Style,
                Overall.Cond, Garage.Cars, Total.Baths, Fireplaces) %>%
  filter(MS.Zoning != "A (agr)") %>%  # wasn't in the training data, so removed for simplicity
  filter(House.Style != "2.5Fin")  # wasn't in the training data, so removed for simplicity

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pred_BIC_valid <- predict(lm_BIC_final, newdata = ames_val)

sqrt(mean((ames_val$price - exp(pred_BIC_valid))^2))

[1] 20760.21

our new model on the validation data remains consistent with a RMSE to \(\$20,760\). Let’s see how our prediction error looks.

# Predict prices
predict_valid <- exp(predict(lm_BIC_final, ames_val, interval = "prediction"))

# Calculate proportion of observations that fall within prediction intervals
cov_prob_full <- mean(ames_val$price > predict_valid[,"lwr"] &
                            ames_val$price < predict_valid[,"upr"])
cov_prob_full

[1] 0.9485488

This shows that 94.85% of our predictions are falling within our prediction interval.

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Part 5 Conclusion

Provide a brief summary of your results, and a brief discussion of what you have learned about the data and your model.

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In summary, our final model includes 13 predictors, with area, Overall.Qual, Year.Built, Overall.Cond & Lot.Area being the top 5 contributors to the model. The model has shown that in testing and validation to produce predictions with a RMSE of ~ $20,000 and it is able to eplain greater than 90% of the variablity of home prices in Ames, Iowa.

Some further improvements are still needed, including handling abnormal sales. Additionally, utilizing more robust (less interpretable) models, such as decision trees, Random Forest to handle any non-linearity or interactions may provide additional predictive ability.

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