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train_house_price

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train · 1.46k rows

Id int64 1 1.46k	MSSubClass int64 20 190	MSZoning stringclasses 5 values	LotFrontage float64 21 313 ⌀	LotArea int64 1.3k 215k	Street stringclasses 2 values	Alley stringclasses 2 values	LotShape stringclasses 4 values	LandContour stringclasses 4 values	Utilities stringclasses 2 values	LotConfig stringclasses 5 values	LandSlope stringclasses 3 values	Neighborhood stringclasses 25 values	Condition1 stringclasses 9 values	Condition2 stringclasses 8 values	BldgType stringclasses 5 values	HouseStyle stringclasses 8 values	OverallQual int64 1 10	OverallCond int64 1 9	YearBuilt int64 1.87k 2.01k	YearRemodAdd int64 1.95k 2.01k	RoofStyle stringclasses 6 values	RoofMatl stringclasses 8 values	Exterior1st stringclasses 15 values	Exterior2nd stringclasses 16 values	MasVnrType stringclasses 3 values	MasVnrArea float64 0 1.6k ⌀	ExterQual stringclasses 4 values	ExterCond stringclasses 5 values	Foundation stringclasses 6 values	BsmtQual stringclasses 4 values	BsmtCond stringclasses 4 values	BsmtExposure stringclasses 4 values	BsmtFinType1 stringclasses 6 values	BsmtFinSF1 int64 0 5.64k	BsmtFinType2 stringclasses 6 values	BsmtFinSF2 int64 0 1.47k	BsmtUnfSF int64 0 2.34k	TotalBsmtSF int64 0 6.11k	Heating stringclasses 6 values	HeatingQC stringclasses 5 values	CentralAir stringclasses 2 values	Electrical stringclasses 5 values	1stFlrSF int64 334 4.69k	2ndFlrSF int64 0 2.07k	LowQualFinSF int64 0 572	GrLivArea int64 334 5.64k	BsmtFullBath int64 0 3	BsmtHalfBath int64 0 2	FullBath int64 0 3	HalfBath int64 0 2	BedroomAbvGr int64 0 8	KitchenAbvGr int64 0 3	KitchenQual stringclasses 4 values	TotRmsAbvGrd int64 2 14	Functional stringclasses 7 values	Fireplaces int64 0 3	FireplaceQu stringclasses 5 values	GarageType stringclasses 6 values	GarageYrBlt float64 1.9k 2.01k ⌀	GarageFinish stringclasses 3 values	GarageCars int64 0 4	GarageArea int64 0 1.42k	GarageQual stringclasses 5 values	GarageCond stringclasses 5 values	PavedDrive stringclasses 3 values	WoodDeckSF int64 0 857	OpenPorchSF int64 0 547	EnclosedPorch int64 0 552	3SsnPorch int64 0 508	ScreenPorch int64 0 480	PoolArea int64 0 738	PoolQC stringclasses 3 values	Fence stringclasses 4 values	MiscFeature stringclasses 4 values	MiscVal int64 0 15.5k	MoSold int64 1 12	YrSold int64 2.01k 2.01k	SaleType stringclasses 9 values	SaleCondition stringclasses 6 values	SalePrice int64 34.9k 755k
1,401	50	RM	50	6,000	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	6	7	1,929	1,950	Gable	CompShg	WdShing	Wd Shng	null	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	862	862	GasA	TA	Y	SBrkr	950	208	0	1,158	0	0	1	0	3	1	TA	5	Typ	1	Gd	BuiltIn	1,929	RFn	1	208	TA	TA	Y	0	0	112	0	0	0	null	null	null	0	7	2,008	WD	Normal	120,000
1,402	60	RL	62	7,415	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	2,004	2,004	Gable	CompShg	VinylSd	VinylSd	null	0	TA	TA	PConc	TA	TA	No	GLQ	759	Unf	0	80	839	GasA	Ex	Y	SBrkr	864	729	0	1,593	1	0	2	1	3	1	TA	8	Typ	1	TA	Attchd	2,004	Fin	2	398	TA	TA	Y	100	75	0	0	0	0	null	null	null	0	4	2,008	WD	Normal	193,000
1,403	20	RL	64	6,762	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2,006	2,006	Gable	CompShg	VinylSd	VinylSd	null	0	Gd	TA	PConc	Gd	Gd	Av	Unf	0	Unf	0	1,286	1,286	GasA	Ex	Y	SBrkr	1,294	0	0	1,294	0	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2,006	RFn	2	662	TA	TA	Y	168	55	0	0	0	0	null	null	null	0	7	2,006	New	Partial	193,879
1,404	20	RL	49	15,256	Pave	null	IR1	Lvl	AllPub	CulDSac	Gtl	Somerst	RRAn	Norm	1Fam	1Story	8	5	2,007	2,007	Gable	CompShg	VinylSd	VinylSd	Stone	84	Gd	TA	PConc	Gd	TA	Gd	GLQ	929	Unf	0	556	1,485	GasA	Ex	Y	SBrkr	1,464	0	0	1,464	1	0	2	0	3	1	Gd	6	Typ	0	null	Attchd	2,007	Unf	3	754	TA	TA	Y	168	160	0	0	0	0	null	null	null	0	8	2,007	WD	Normal	282,922
1,405	50	RL	60	10,410	Pave	Grvl	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Artery	Norm	1Fam	1.5Fin	3	4	1,915	1,950	Gable	CompShg	Wd Sdng	Wd Sdng	null	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	672	672	GasA	TA	Y	SBrkr	694	520	0	1,214	0	0	1	0	3	1	TA	6	Typ	0	null	Detchd	1,998	Unf	3	936	TA	TA	Y	216	0	160	0	0	0	null	MnPrv	null	0	1	2,006	WD	Family	105,000
1,406	120	RM	44	3,842	Pave	null	IR1	HLS	AllPub	Inside	Mod	Crawfor	Norm	Norm	TwnhsE	1Story	8	5	2,004	2,005	Hip	CompShg	CemntBd	CmentBd	Stone	174	Gd	TA	PConc	Ex	TA	Gd	GLQ	1,373	Unf	0	221	1,594	GasA	Ex	Y	SBrkr	1,646	0	0	1,646	1	1	2	0	2	1	Gd	5	Typ	1	Gd	Attchd	2,004	Fin	2	482	TA	TA	Y	128	53	0	0	155	0	null	null	null	0	1	2,008	WD	Normal	275,000
1,407	85	RL	70	8,445	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	CollgCr	Norm	Norm	1Fam	SFoyer	5	7	1,972	2,007	Gable	CompShg	HdBoard	Wd Shng	null	0	TA	TA	CBlock	Gd	TA	Av	GLQ	656	Unf	0	112	768	GasA	TA	Y	SBrkr	768	0	0	768	1	0	1	0	2	1	TA	5	Typ	0	null	Detchd	1,988	Unf	2	396	TA	TA	Y	58	0	0	0	0	0	null	MnPrv	null	0	3	2,009	WD	Normal	133,000
1,408	20	RL	null	8,780	Pave	null	IR1	Lvl	AllPub	Corner	Gtl	Mitchel	Norm	Norm	1Fam	1Story	5	5	1,985	1,985	Gable	CompShg	HdBoard	Plywood	null	0	TA	TA	CBlock	TA	TA	No	ALQ	625	Unf	0	208	833	GasA	Ex	Y	SBrkr	833	0	0	833	1	0	1	0	3	1	TA	5	Typ	0	null	null	null	null	0	0	null	null	Y	0	0	0	0	0	0	null	MnPrv	null	0	3	2,009	WD	Normal	112,000
1,409	70	RM	60	7,740	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	2Story	4	7	1,910	1,950	Gable	CompShg	VinylSd	VinylSd	null	0	TA	TA	CBlock	Fa	TA	No	Unf	0	Unf	0	622	622	GasA	Gd	Y	SBrkr	741	622	0	1,363	0	0	1	0	3	1	TA	6	Typ	0	null	Detchd	1,966	Unf	2	528	TA	TA	Y	0	0	0	0	168	0	null	null	null	0	6	2,010	WD	Normal	125,500
1,410	60	RL	46	20,544	Pave	null	IR1	Lvl	AllPub	CulDSac	Gtl	NWAmes	Norm	Norm	1Fam	2Story	7	6	1,986	1,991	Gable	CompShg	Plywood	Plywood	BrkFace	123	TA	Gd	CBlock	Gd	TA	No	Unf	0	Unf	0	791	791	GasA	Gd	Y	SBrkr	1,236	857	0	2,093	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1,986	Fin	2	542	TA	TA	Y	364	63	0	0	0	0	null	MnPrv	null	0	11	2,008	WD	Normal	215,000
1,411	60	RL	79	12,420	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	7	5	2,001	2,001	Gable	CompShg	VinylSd	VinylSd	null	0	Gd	TA	PConc	Gd	TA	No	GLQ	666	Unf	0	278	944	GasA	Ex	Y	SBrkr	944	896	0	1,840	1	0	2	1	3	1	Gd	6	Typ	0	null	Attchd	2,001	RFn	2	622	TA	TA	Y	0	45	0	0	0	0	null	null	null	0	6	2,009	WD	Normal	230,000
1,412	50	RL	80	9,600	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1.5Fin	6	8	1,950	2,005	Gable	CompShg	VinylSd	VinylSd	null	0	TA	Gd	CBlock	TA	TA	No	BLQ	120	Unf	0	736	856	GasA	Ex	Y	SBrkr	1,112	556	0	1,668	0	0	1	1	3	1	TA	6	Min2	0	null	Attchd	1,950	Unf	1	271	TA	TA	Y	0	0	0	0	0	0	null	MnPrv	null	0	9	2,009	WD	Normal	140,000
1,413	90	RL	60	7,200	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	Duplex	1Story	4	5	1,949	1,950	Gable	CompShg	BrkFace	Stone	null	0	TA	TA	Slab	null	null	null	null	0	null	0	0	0	Wall	Fa	N	FuseF	1,040	0	0	1,040	0	0	2	0	2	2	TA	6	Typ	0	null	Detchd	1,956	Unf	2	420	TA	TA	Y	0	0	0	0	0	0	null	null	null	0	6	2,009	WD	Normal	90,000
1,414	20	RL	88	10,994	Pave	null	IR1	Lvl	AllPub	Corner	Gtl	SawyerW	Norm	Norm	1Fam	1Story	8	5	2,005	2,006	Gable	CompShg	VinylSd	VinylSd	Stone	366	Gd	TA	PConc	Gd	Gd	No	GLQ	976	Unf	0	868	1,844	GasA	Ex	Y	SBrkr	1,844	0	0	1,844	1	0	2	0	2	1	Gd	7	Typ	1	Gd	Attchd	2,005	Fin	2	620	TA	TA	Y	165	44	0	0	0	0	null	null	null	0	9	2,009	COD	Abnorml	257,000
1,415	50	RL	64	13,053	Pave	Pave	Reg	Bnk	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Fin	6	7	1,923	2,000	Gambrel	CompShg	Wd Sdng	Wd Sdng	null	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	833	833	GasA	Gd	Y	SBrkr	1,053	795	0	1,848	0	0	1	1	4	1	Gd	8	Typ	1	Gd	Detchd	1,922	Unf	2	370	TA	TA	N	0	0	0	0	220	0	null	null	null	0	6	2,008	WD	Normal	207,000
1,416	120	RL	51	3,635	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2,007	2,007	Hip	CompShg	VinylSd	VinylSd	BrkFace	130	Gd	TA	PConc	Gd	TA	No	ALQ	988	Unf	0	398	1,386	GasA	Ex	Y	SBrkr	1,569	0	0	1,569	0	1	2	0	1	1	Gd	7	Typ	1	TA	Attchd	2,007	RFn	3	660	TA	TA	Y	143	20	0	0	0	0	null	null	null	0	5	2,009	WD	Normal	175,900
1,417	190	RM	60	11,340	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	2fmCon	2Story	4	6	1,885	1,950	Gable	CompShg	VinylSd	AsbShng	null	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	777	777	GasA	Gd	Y	SBrkr	1,246	1,044	0	2,290	0	0	2	0	4	2	TA	11	Typ	0	null	Detchd	1,971	Unf	2	560	TA	TA	N	0	0	114	0	0	0	null	null	null	0	4	2,010	WD	Normal	122,500
1,418	60	RL	null	16,545	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1,998	1,998	Gable	CompShg	VinylSd	VinylSd	BrkFace	731	Gd	TA	PConc	Gd	TA	Mn	GLQ	781	Unf	0	503	1,284	GasA	Ex	Y	SBrkr	1,310	1,140	0	2,450	1	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	1,998	Fin	3	1,069	TA	TA	Y	0	126	0	0	0	0	null	null	null	0	5	2,009	WD	Normal	340,000
1,419	20	RL	71	9,204	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1,963	1,963	Gable	CompShg	HdBoard	HdBoard	null	0	TA	TA	CBlock	TA	TA	No	BLQ	25	Rec	872	247	1,144	GasA	TA	Y	SBrkr	1,144	0	0	1,144	1	0	1	1	3	1	TA	6	Typ	0	null	Detchd	1,962	Unf	1	336	TA	TA	Y	0	88	0	0	0	0	null	null	null	0	8	2,008	COD	Normal	124,000
1,420	20	RL	null	16,381	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	1Story	6	5	1,969	1,969	Gable	CompShg	Plywood	Plywood	BrkFace	312	Gd	Gd	CBlock	TA	TA	Av	Rec	1,110	Unf	0	734	1,844	GasA	Gd	Y	SBrkr	1,844	0	0	1,844	1	0	2	0	3	1	Gd	7	Typ	1	TA	Attchd	1,969	RFn	2	540	TA	TA	Y	0	73	216	0	0	0	null	null	null	0	12	2,006	WD	Normal	223,000
1,421	60	RL	90	11,700	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	NWAmes	Norm	Norm	1Fam	2Story	6	6	1,968	1,968	Gable	CompShg	HdBoard	HdBoard	BrkFace	420	TA	TA	CBlock	TA	TA	No	ALQ	404	Unf	0	304	708	GasA	Gd	Y	SBrkr	708	708	0	1,416	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1,968	RFn	2	776	TA	TA	Y	0	169	0	0	119	0	null	null	null	0	5	2,006	WD	Normal	179,900
1,422	120	RL	53	4,043	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NPkVill	Norm	Norm	TwnhsE	1Story	6	5	1,977	1,977	Gable	CompShg	Plywood	Plywood	null	0	TA	TA	CBlock	Gd	TA	No	ALQ	360	Unf	0	709	1,069	GasA	TA	Y	SBrkr	1,069	0	0	1,069	0	0	2	0	2	1	TA	4	Typ	1	Fa	Attchd	1,977	RFn	2	440	TA	TA	Y	0	55	0	0	165	0	null	null	null	0	7	2,010	WD	Normal	127,500
1,423	120	RM	37	4,435	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	TwnhsE	1Story	6	5	2,003	2,003	Gable	CompShg	VinylSd	VinylSd	BrkFace	170	Gd	TA	PConc	Gd	TA	Av	GLQ	686	Unf	0	162	848	GasA	Ex	Y	SBrkr	848	0	0	848	1	0	1	0	1	1	Gd	3	Typ	0	null	Attchd	2,003	Fin	2	420	TA	TA	Y	140	0	0	0	0	0	null	null	null	0	3	2,008	WD	Normal	136,500
1,424	80	RL	null	19,690	Pave	null	IR1	Lvl	AllPub	CulDSac	Gtl	Edwards	Norm	Norm	1Fam	SLvl	6	7	1,966	1,966	Flat	Tar&Grv	Plywood	Plywood	null	0	Gd	Gd	CBlock	Gd	TA	Av	Unf	0	Unf	0	697	697	GasA	TA	Y	SBrkr	1,575	626	0	2,201	0	0	2	0	4	1	Gd	8	Typ	1	Gd	Attchd	1,966	Unf	2	432	Gd	Gd	Y	586	236	0	0	0	738	Gd	GdPrv	null	0	8	2,006	WD	Alloca	274,970
1,425	20	RL	null	9,503	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	5	1,958	1,983	Hip	CompShg	HdBoard	HdBoard	null	0	TA	TA	CBlock	TA	TA	No	ALQ	457	Rec	374	193	1,024	GasA	TA	Y	SBrkr	1,344	0	0	1,344	1	0	1	0	2	1	TA	6	Min1	1	TA	Detchd	1,970	Unf	1	484	TA	TA	Y	316	28	0	0	0	0	null	GdWo	null	0	6	2,007	WD	Normal	144,000
1,426	20	RL	80	10,721	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	6	1,959	1,959	Hip	CompShg	HdBoard	HdBoard	Stone	243	Gd	TA	CBlock	TA	TA	No	Unf	0	Unf	0	1,252	1,252	GasA	Ex	Y	SBrkr	1,252	0	0	1,252	0	0	1	0	3	1	Gd	7	Typ	0	null	Detchd	1,960	Unf	2	528	TA	TA	Y	0	39	0	0	0	0	null	null	null	0	10	2,008	WD	Normal	142,000
1,427	60	RL	81	10,944	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	7	5	1,994	1,994	Gable	CompShg	VinylSd	VinylSd	BrkFace	448	Gd	TA	PConc	Gd	TA	No	GLQ	1,000	Unf	0	223	1,223	GasA	Ex	Y	SBrkr	1,223	904	0	2,127	1	0	2	1	3	1	Gd	5	Typ	2	TA	Attchd	1,994	RFn	2	525	TA	TA	Y	171	132	0	0	0	0	null	null	null	0	8	2,008	WD	Normal	271,000
1,428	50	RL	60	10,930	Pave	Grvl	Reg	Bnk	AllPub	Inside	Gtl	NAmes	Artery	Norm	1Fam	1.5Fin	5	6	1,945	1,950	Gable	CompShg	MetalSd	MetalSd	null	0	TA	TA	CBlock	TA	TA	No	BLQ	580	Unf	0	333	913	GasA	TA	Y	FuseA	1,048	510	0	1,558	1	0	1	1	3	1	TA	6	Typ	1	TA	Attchd	1,962	Unf	1	288	TA	TA	Y	0	0	0	0	0	0	null	null	null	0	4	2,008	WD	Normal	140,000
1,429	30	RM	60	7,200	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	OldTown	Norm	Norm	1Fam	1Story	5	7	1,940	1,992	Gable	CompShg	MetalSd	MetalSd	Stone	294	TA	Gd	CBlock	TA	TA	No	BLQ	510	Unf	0	278	788	GasA	TA	Y	SBrkr	804	0	0	804	1	0	1	0	2	1	Gd	4	Typ	2	Gd	Attchd	1,940	Unf	1	240	TA	TA	Y	0	0	154	0	0	0	null	MnPrv	null	0	2	2,010	WD	Abnorml	119,000
1,430	20	RL	null	12,546	Pave	null	IR1	Lvl	AllPub	Corner	Gtl	NWAmes	Norm	Norm	1Fam	1Story	6	7	1,981	1,981	Gable	CompShg	MetalSd	MetalSd	BrkFace	310	Gd	Gd	CBlock	Gd	TA	No	BLQ	678	Unf	0	762	1,440	GasA	Ex	Y	SBrkr	1,440	0	0	1,440	0	0	2	0	3	1	Gd	7	Typ	1	TA	Attchd	1,981	Fin	2	467	TA	TA	Y	0	0	99	0	0	0	null	null	null	0	4	2,007	WD	Normal	182,900
1,431	60	RL	60	21,930	Pave	null	IR3	Lvl	AllPub	Inside	Gtl	Gilbert	RRAn	Norm	1Fam	2Story	5	5	2,005	2,005	Gable	CompShg	VinylSd	VinylSd	null	0	Gd	TA	PConc	Gd	Gd	Av	Unf	0	Unf	0	732	732	GasA	Ex	Y	SBrkr	734	1,104	0	1,838	0	0	2	1	4	1	TA	7	Typ	1	Gd	BuiltIn	2,005	Fin	2	372	TA	TA	Y	100	40	0	0	0	0	null	null	null	0	7	2,006	WD	Normal	192,140
1,432	120	RL	null	4,928	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	NPkVill	Norm	Norm	TwnhsE	1Story	6	6	1,976	1,976	Gable	CompShg	Plywood	Plywood	null	0	TA	TA	CBlock	Gd	TA	No	LwQ	958	Unf	0	0	958	GasA	TA	Y	SBrkr	958	0	0	958	0	0	2	0	2	1	TA	5	Typ	0	null	Attchd	1,976	RFn	2	440	TA	TA	Y	0	60	0	0	0	0	null	null	null	0	10	2,009	WD	Normal	143,750
1,433	30	RL	60	10,800	Pave	Grvl	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Norm	Norm	1Fam	1Story	4	6	1,927	2,007	Gable	CompShg	Wd Sdng	Wd Sdng	null	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	656	656	GasA	TA	Y	SBrkr	968	0	0	968	0	0	2	0	4	1	TA	5	Typ	0	null	Detchd	1,928	Unf	1	216	Fa	Fa	Y	0	0	0	0	0	0	null	null	null	0	8	2,007	WD	Normal	64,500
1,434	60	RL	93	10,261	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	2,000	2,000	Gable	CompShg	VinylSd	VinylSd	BrkFace	318	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	936	936	GasA	Ex	Y	SBrkr	962	830	0	1,792	1	0	2	1	3	1	TA	8	Typ	1	TA	Attchd	2,000	Fin	2	451	TA	TA	Y	0	0	0	0	0	0	null	null	null	0	5	2,008	WD	Normal	186,500
1,435	20	RL	80	17,400	Pave	null	Reg	Low	AllPub	Inside	Mod	Mitchel	Norm	Norm	1Fam	1Story	5	5	1,977	1,977	Gable	CompShg	BrkFace	BrkFace	null	0	TA	TA	CBlock	TA	TA	No	ALQ	936	Unf	0	190	1,126	GasA	Fa	Y	SBrkr	1,126	0	0	1,126	1	0	2	0	3	1	TA	5	Typ	1	Gd	Attchd	1,977	RFn	2	484	TA	TA	P	295	41	0	0	0	0	null	null	null	0	5	2,006	WD	Normal	160,000
1,436	20	RL	80	8,400	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	9	1,962	2,005	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	237	Gd	Gd	CBlock	TA	TA	No	Unf	0	Unf	0	1,319	1,319	GasA	TA	Y	SBrkr	1,537	0	0	1,537	1	0	1	1	3	1	Gd	7	Typ	1	Gd	Attchd	1,962	RFn	2	462	TA	TA	Y	0	36	0	0	0	0	null	GdPrv	null	0	7	2,008	COD	Abnorml	174,000
1,437	20	RL	60	9,000	Pave	null	Reg	Lvl	AllPub	FR2	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	6	1,971	1,971	Gable	CompShg	HdBoard	HdBoard	null	0	TA	TA	PConc	TA	TA	No	ALQ	616	Unf	0	248	864	GasA	TA	Y	SBrkr	864	0	0	864	0	0	1	0	3	1	TA	5	Typ	0	null	Detchd	1,974	Unf	2	528	TA	TA	Y	0	0	0	0	0	0	null	GdWo	null	0	5	2,007	WD	Normal	120,500
1,438	20	RL	96	12,444	Pave	null	Reg	Lvl	AllPub	FR2	Gtl	NridgHt	Norm	Norm	1Fam	1Story	8	5	2,008	2,008	Hip	CompShg	VinylSd	VinylSd	Stone	426	Ex	TA	PConc	Ex	TA	Av	GLQ	1,336	Unf	0	596	1,932	GasA	Ex	Y	SBrkr	1,932	0	0	1,932	1	0	2	0	2	1	Ex	7	Typ	1	Gd	Attchd	2,008	Fin	3	774	TA	TA	Y	0	66	0	304	0	0	null	null	null	0	11	2,008	New	Partial	394,617
1,439	20	RM	90	7,407	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	OldTown	Artery	Norm	1Fam	1Story	6	7	1,957	1,996	Gable	CompShg	MetalSd	MetalSd	null	0	TA	TA	CBlock	TA	TA	No	GLQ	600	Unf	0	312	912	GasA	TA	Y	FuseA	1,236	0	0	1,236	1	0	1	0	2	1	TA	6	Typ	0	null	Attchd	1,957	Unf	2	923	TA	TA	Y	0	158	158	0	0	0	null	MnPrv	null	0	4	2,010	WD	Normal	149,700
1,440	60	RL	80	11,584	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	SLvl	7	6	1,979	1,979	Hip	CompShg	HdBoard	HdBoard	BrkFace	96	TA	TA	CBlock	TA	TA	No	GLQ	315	Rec	110	114	539	GasA	TA	Y	SBrkr	1,040	685	0	1,725	0	0	2	1	3	1	TA	6	Typ	1	TA	Attchd	1,979	RFn	2	550	TA	TA	Y	0	88	216	0	0	0	null	null	null	0	11	2,007	WD	Normal	197,000
1,441	70	RL	79	11,526	Pave	null	IR1	Bnk	AllPub	Inside	Mod	Crawfor	Norm	Norm	1Fam	2.5Fin	6	7	1,922	1,994	Gable	CompShg	MetalSd	MetalSd	null	0	TA	TA	BrkTil	Ex	TA	No	Unf	0	Unf	0	588	588	GasA	Fa	Y	SBrkr	1,423	748	384	2,555	0	0	2	0	3	1	TA	11	Min1	1	Gd	Detchd	1,993	Fin	2	672	TA	TA	Y	431	0	0	0	0	0	null	null	null	0	9	2,008	WD	Normal	191,000
1,442	120	RM	null	4,426	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	TwnhsE	1Story	6	5	2,004	2,004	Gable	CompShg	VinylSd	VinylSd	BrkFace	147	Gd	TA	PConc	Gd	TA	Av	GLQ	697	Unf	0	151	848	GasA	Ex	Y	SBrkr	848	0	0	848	1	0	1	0	1	1	Gd	3	Typ	1	TA	Attchd	2,004	RFn	2	420	TA	TA	Y	149	0	0	0	0	0	null	null	null	0	5	2,008	WD	Normal	149,300
1,443	60	FV	85	11,003	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	10	5	2,008	2,008	Gable	CompShg	VinylSd	VinylSd	Stone	160	Ex	TA	PConc	Ex	TA	Av	GLQ	765	Unf	0	252	1,017	GasA	Ex	Y	SBrkr	1,026	981	0	2,007	1	0	2	1	3	1	Ex	10	Typ	1	Ex	Attchd	2,008	Fin	3	812	TA	TA	Y	168	52	0	0	0	0	null	null	null	0	4	2,009	WD	Normal	310,000
1,444	30	RL	null	8,854	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	BrkSide	Norm	Norm	1Fam	1.5Unf	6	6	1,916	1,950	Gable	CompShg	Wd Sdng	Wd Sdng	null	0	TA	TA	BrkTil	TA	TA	No	Unf	0	Unf	0	952	952	Grav	Fa	N	FuseF	952	0	0	952	0	0	1	0	2	1	Fa	4	Typ	1	Gd	Detchd	1,916	Unf	1	192	Fa	Po	P	0	98	0	0	40	0	null	null	null	0	5	2,009	WD	Normal	121,000
1,445	20	RL	63	8,500	Pave	null	Reg	Lvl	AllPub	FR2	Gtl	CollgCr	Norm	Norm	1Fam	1Story	7	5	2,004	2,004	Gable	CompShg	VinylSd	VinylSd	BrkFace	106	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	1,422	1,422	GasA	Ex	Y	SBrkr	1,422	0	0	1,422	0	0	2	0	3	1	Gd	7	Typ	0	null	Attchd	2,004	RFn	2	626	TA	TA	Y	192	60	0	0	0	0	null	null	null	0	11	2,007	WD	Normal	179,600
1,446	85	RL	70	8,400	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	SFoyer	6	5	1,966	1,966	Gable	CompShg	VinylSd	VinylSd	null	0	TA	TA	CBlock	TA	TA	Gd	LwQ	187	Rec	627	0	814	GasA	Gd	Y	SBrkr	913	0	0	913	1	0	1	0	3	1	TA	6	Typ	0	null	Detchd	1,990	Unf	1	240	TA	TA	Y	0	0	252	0	0	0	null	null	null	0	5	2,007	WD	Normal	129,000
1,447	20	RL	null	26,142	Pave	null	IR1	Lvl	AllPub	CulDSac	Gtl	Mitchel	Norm	Norm	1Fam	1Story	5	7	1,962	1,962	Gable	CompShg	HdBoard	HdBoard	BrkFace	189	TA	TA	CBlock	TA	TA	No	Rec	593	Unf	0	595	1,188	GasA	TA	Y	SBrkr	1,188	0	0	1,188	0	0	1	0	3	1	TA	6	Typ	0	null	Attchd	1,962	Unf	1	312	TA	TA	P	261	39	0	0	0	0	null	null	null	0	4	2,010	WD	Normal	157,900
1,448	60	RL	80	10,000	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	CollgCr	Norm	Norm	1Fam	2Story	8	5	1,995	1,996	Gable	CompShg	VinylSd	VinylSd	BrkFace	438	Gd	TA	PConc	Gd	TA	No	GLQ	1,079	Unf	0	141	1,220	GasA	Ex	Y	SBrkr	1,220	870	0	2,090	1	0	2	1	3	1	Gd	8	Typ	1	TA	Attchd	1,995	RFn	2	556	TA	TA	Y	0	65	0	0	0	0	null	null	null	0	12	2,007	WD	Normal	240,000
1,449	50	RL	70	11,767	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	2Story	4	7	1,910	2,000	Gable	CompShg	MetalSd	HdBoard	null	0	TA	TA	CBlock	Fa	TA	No	Unf	0	Unf	0	560	560	GasA	Gd	N	SBrkr	796	550	0	1,346	0	0	1	1	2	1	TA	6	Min2	0	null	Detchd	1,950	Unf	1	384	Fa	TA	Y	168	24	0	0	0	0	null	GdWo	null	0	5	2,007	WD	Normal	112,000
1,450	180	RM	21	1,533	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	Twnhs	SFoyer	5	7	1,970	1,970	Gable	CompShg	CemntBd	CmentBd	null	0	TA	TA	CBlock	Gd	TA	Av	GLQ	553	Unf	0	77	630	GasA	Ex	Y	SBrkr	630	0	0	630	1	0	1	0	1	1	Ex	3	Typ	0	null	null	null	null	0	0	null	null	Y	0	0	0	0	0	0	null	null	null	0	8	2,006	WD	Abnorml	92,000
1,451	90	RL	60	9,000	Pave	null	Reg	Lvl	AllPub	FR2	Gtl	NAmes	Norm	Norm	Duplex	2Story	5	5	1,974	1,974	Gable	CompShg	VinylSd	VinylSd	null	0	TA	TA	CBlock	Gd	TA	No	Unf	0	Unf	0	896	896	GasA	TA	Y	SBrkr	896	896	0	1,792	0	0	2	2	4	2	TA	8	Typ	0	null	null	null	null	0	0	null	null	Y	32	45	0	0	0	0	null	null	null	0	9	2,009	WD	Normal	136,000
1,452	20	RL	78	9,262	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	8	5	2,008	2,009	Gable	CompShg	CemntBd	CmentBd	Stone	194	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1,573	1,573	GasA	Ex	Y	SBrkr	1,578	0	0	1,578	0	0	2	0	3	1	Ex	7	Typ	1	Gd	Attchd	2,008	Fin	3	840	TA	TA	Y	0	36	0	0	0	0	null	null	null	0	5	2,009	New	Partial	287,090
1,453	180	RM	35	3,675	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	TwnhsE	SLvl	5	5	2,005	2,005	Gable	CompShg	VinylSd	VinylSd	BrkFace	80	TA	TA	PConc	Gd	TA	Gd	GLQ	547	Unf	0	0	547	GasA	Gd	Y	SBrkr	1,072	0	0	1,072	1	0	1	0	2	1	TA	5	Typ	0	null	Basment	2,005	Fin	2	525	TA	TA	Y	0	28	0	0	0	0	null	null	null	0	5	2,006	WD	Normal	145,000
1,454	20	RL	90	17,217	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	1Story	5	5	2,006	2,006	Gable	CompShg	VinylSd	VinylSd	null	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1,140	1,140	GasA	Ex	Y	SBrkr	1,140	0	0	1,140	0	0	1	0	3	1	TA	6	Typ	0	null	null	null	null	0	0	null	null	Y	36	56	0	0	0	0	null	null	null	0	7	2,006	WD	Abnorml	84,500
1,455	20	FV	62	7,500	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	7	5	2,004	2,005	Gable	CompShg	VinylSd	VinylSd	null	0	Gd	TA	PConc	Gd	TA	No	GLQ	410	Unf	0	811	1,221	GasA	Ex	Y	SBrkr	1,221	0	0	1,221	1	0	2	0	2	1	Gd	6	Typ	0	null	Attchd	2,004	RFn	2	400	TA	TA	Y	0	113	0	0	0	0	null	null	null	0	10	2,009	WD	Normal	185,000
1,456	60	RL	62	7,917	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	1,999	2,000	Gable	CompShg	VinylSd	VinylSd	null	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	953	953	GasA	Ex	Y	SBrkr	953	694	0	1,647	0	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1,999	RFn	2	460	TA	TA	Y	0	40	0	0	0	0	null	null	null	0	8	2,007	WD	Normal	175,000
1,457	20	RL	85	13,175	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	6	6	1,978	1,988	Gable	CompShg	Plywood	Plywood	Stone	119	TA	TA	CBlock	Gd	TA	No	ALQ	790	Rec	163	589	1,542	GasA	TA	Y	SBrkr	2,073	0	0	2,073	1	0	2	0	3	1	TA	7	Min1	2	TA	Attchd	1,978	Unf	2	500	TA	TA	Y	349	0	0	0	0	0	null	MnPrv	null	0	2	2,010	WD	Normal	210,000
1,458	70	RL	66	9,042	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Crawfor	Norm	Norm	1Fam	2Story	7	9	1,941	2,006	Gable	CompShg	CemntBd	CmentBd	null	0	Ex	Gd	Stone	TA	Gd	No	GLQ	275	Unf	0	877	1,152	GasA	Ex	Y	SBrkr	1,188	1,152	0	2,340	0	0	2	0	4	1	Gd	9	Typ	2	Gd	Attchd	1,941	RFn	1	252	TA	TA	Y	0	60	0	0	0	0	null	GdPrv	Shed	2,500	5	2,010	WD	Normal	266,500
1,459	20	RL	68	9,717	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1,950	1,996	Hip	CompShg	MetalSd	MetalSd	null	0	TA	TA	CBlock	TA	TA	Mn	GLQ	49	Rec	1,029	0	1,078	GasA	Gd	Y	FuseA	1,078	0	0	1,078	1	0	1	0	2	1	Gd	5	Typ	0	null	Attchd	1,950	Unf	1	240	TA	TA	Y	366	0	112	0	0	0	null	null	null	0	4	2,010	WD	Normal	142,125
1,460	20	RL	75	9,937	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Edwards	Norm	Norm	1Fam	1Story	5	6	1,965	1,965	Gable	CompShg	HdBoard	HdBoard	null	0	Gd	TA	CBlock	TA	TA	No	BLQ	830	LwQ	290	136	1,256	GasA	Gd	Y	SBrkr	1,256	0	0	1,256	1	0	1	1	3	1	TA	6	Typ	0	null	Attchd	1,965	Fin	1	276	TA	TA	Y	736	68	0	0	0	0	null	null	null	0	6	2,008	WD	Normal	147,500