Datasets:

cloderic
/

ames_iowa_housing

order int64 1 2.93k	pid int64 526M 1.01B	ms_subclass int64 20 190	ms_zoning stringclasses 7 values	lot_frontage float64 21 313 ⌀	lot_area int64 1.3k 215k	street stringclasses 2 values	alley stringclasses 2 values	lot_shape stringclasses 4 values	land_contour stringclasses 4 values	utilities stringclasses 3 values	lot_config stringclasses 5 values	land_slope stringclasses 3 values	neighborhood stringclasses 28 values	condition_1 stringclasses 9 values	condition_2 stringclasses 8 values	bldg_type stringclasses 5 values	house_style stringclasses 8 values	overall_qual int64 1 10	overall_cond int64 1 9	year_built int64 1.87k 2.01k	year_remod_add int64 1.95k 2.01k	roof_style stringclasses 6 values	roof_matl stringclasses 8 values	exterior_1st stringclasses 16 values	exterior_2nd stringclasses 17 values	mas_vnr_type stringclasses 4 values	mas_vnr_area float64 0 1.6k ⌀	exter_qual stringclasses 4 values	exter_cond stringclasses 5 values	foundation stringclasses 6 values	bsmt_qual stringclasses 5 values	bsmt_cond stringclasses 5 values	bsmt_exposure stringclasses 4 values	bsmtfin_type_1 stringclasses 6 values	bsmtfin_sf_1 float64 0 5.64k ⌀	bsmtfin_type_2 stringclasses 6 values	bsmtfin_sf_2 float64 0 1.53k ⌀	bsmt_unf_sf float64 0 2.34k ⌀	total_bsmt_sf float64 0 6.11k ⌀	heating stringclasses 6 values	heating_qc stringclasses 5 values	central_air stringclasses 2 values	electrical stringclasses 5 values	1st_flr_sf int64 334 5.1k	2nd_flr_sf int64 0 2.07k	gr_liv_area int64 334 5.64k	bsmt_full_bath float64 0 3 ⌀	full_bath int64 0 4	half_bath int64 0 2	bedroom_abvgr int64 0 8	kitchen_abvgr int64 0 3	kitchen_qual stringclasses 5 values	totrms_abvgrd int64 2 15	functional stringclasses 8 values	fireplaces int64 0 4	fireplace_qu stringclasses 5 values	garage_type stringclasses 6 values	garage_yr_blt float64 1.9k 2.21k ⌀	garage_finish stringclasses 3 values	garage_cars float64 0 5 ⌀	garage_area float64 0 1.49k ⌀	garage_qual stringclasses 5 values	garage_cond stringclasses 5 values	paved_drive stringclasses 3 values	wood_deck_sf int64 0 1.42k	open_porch_sf int64 0 742	enclosed_porch int64 0 1.01k	3ssn_porch int64 0 508	screen_porch int64 0 576	pool_qc stringclasses 4 values	fence stringclasses 4 values	misc_feature stringclasses 5 values	misc_val int64 0 17k	mo_sold int64 1 12	yr_sold int64 2.01k 2.01k	sale_type stringclasses 10 values	sale_condition stringclasses 6 values	saleprice int64 12.8k 755k
1	526,301,100	20	RL	141	31,770	Pave	null	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	5	1,960	1,960	Hip	CompShg	BrkFace	Plywood	Stone	112	TA	TA	CBlock	TA	Gd	Gd	BLQ	639	Unf	0	441	1,080	GasA	Fa	Y	SBrkr	1,656	0	1,656	1	1	0	3	1	TA	7	Typ	2	Gd	Attchd	1,960	Fin	2	528	TA	TA	P	210	62	0	0	0	null	null	null	0	5	2,010	WD	Normal	215,000
2	526,350,040	20	RH	80	11,622	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Feedr	Norm	1Fam	1Story	5	6	1,961	1,961	Gable	CompShg	VinylSd	VinylSd	null	0	TA	TA	CBlock	TA	TA	No	Rec	468	LwQ	144	270	882	GasA	TA	Y	SBrkr	896	0	896	0	1	0	2	1	TA	5	Typ	0	null	Attchd	1,961	Unf	1	730	TA	TA	Y	140	0	0	0	120	null	MnPrv	null	0	6	2,010	WD	Normal	105,000
3	526,351,010	20	RL	81	14,267	Pave	null	IR1	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	6	1,958	1,958	Hip	CompShg	Wd Sdng	Wd Sdng	BrkFace	108	TA	TA	CBlock	TA	TA	No	ALQ	923	Unf	0	406	1,329	GasA	TA	Y	SBrkr	1,329	0	1,329	0	1	1	3	1	Gd	6	Typ	0	null	Attchd	1,958	Unf	1	312	TA	TA	Y	393	36	0	0	0	null	null	Gar2	12,500	6	2,010	WD	Normal	172,000
4	526,353,030	20	RL	93	11,160	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	7	5	1,968	1,968	Hip	CompShg	BrkFace	BrkFace	null	0	Gd	TA	CBlock	TA	TA	No	ALQ	1,065	Unf	0	1,045	2,110	GasA	Ex	Y	SBrkr	2,110	0	2,110	1	2	1	3	1	Ex	8	Typ	2	TA	Attchd	1,968	Fin	2	522	TA	TA	Y	0	0	0	0	0	null	null	null	0	4	2,010	WD	Normal	244,000
5	527,105,010	60	RL	74	13,830	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	5	5	1,997	1,998	Gable	CompShg	VinylSd	VinylSd	null	0	TA	TA	PConc	Gd	TA	No	GLQ	791	Unf	0	137	928	GasA	Gd	Y	SBrkr	928	701	1,629	0	2	1	3	1	TA	6	Typ	1	TA	Attchd	1,997	Fin	2	482	TA	TA	Y	212	34	0	0	0	null	MnPrv	null	0	3	2,010	WD	Normal	189,900
6	527,105,030	60	RL	78	9,978	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	6	1,998	1,998	Gable	CompShg	VinylSd	VinylSd	BrkFace	20	TA	TA	PConc	TA	TA	No	GLQ	602	Unf	0	324	926	GasA	Ex	Y	SBrkr	926	678	1,604	0	2	1	3	1	Gd	7	Typ	1	Gd	Attchd	1,998	Fin	2	470	TA	TA	Y	360	36	0	0	0	null	null	null	0	6	2,010	WD	Normal	195,500
7	527,127,150	120	RL	41	4,920	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	2,001	2,001	Gable	CompShg	CemntBd	CmentBd	null	0	Gd	TA	PConc	Gd	TA	Mn	GLQ	616	Unf	0	722	1,338	GasA	Ex	Y	SBrkr	1,338	0	1,338	1	2	0	2	1	Gd	6	Typ	0	null	Attchd	2,001	Fin	2	582	TA	TA	Y	0	0	170	0	0	null	null	null	0	4	2,010	WD	Normal	213,500
8	527,145,080	120	RL	43	5,005	Pave	null	IR1	HLS	AllPub	Inside	Gtl	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1,992	1,992	Gable	CompShg	HdBoard	HdBoard	null	0	Gd	TA	PConc	Gd	TA	No	ALQ	263	Unf	0	1,017	1,280	GasA	Ex	Y	SBrkr	1,280	0	1,280	0	2	0	2	1	Gd	5	Typ	0	null	Attchd	1,992	RFn	2	506	TA	TA	Y	0	82	0	0	144	null	null	null	0	1	2,010	WD	Normal	191,500
9	527,146,030	120	RL	39	5,389	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1,995	1,996	Gable	CompShg	CemntBd	CmentBd	null	0	Gd	TA	PConc	Gd	TA	No	GLQ	1,180	Unf	0	415	1,595	GasA	Ex	Y	SBrkr	1,616	0	1,616	1	2	0	2	1	Gd	5	Typ	1	TA	Attchd	1,995	RFn	2	608	TA	TA	Y	237	152	0	0	0	null	null	null	0	3	2,010	WD	Normal	236,500
10	527,162,130	60	RL	60	7,500	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	1,999	1,999	Gable	CompShg	VinylSd	VinylSd	null	0	TA	TA	PConc	TA	TA	No	Unf	0	Unf	0	994	994	GasA	Gd	Y	SBrkr	1,028	776	1,804	0	2	1	3	1	Gd	7	Typ	1	TA	Attchd	1,999	Fin	2	442	TA	TA	Y	140	60	0	0	0	null	null	null	0	6	2,010	WD	Normal	189,000
11	527,163,010	60	RL	75	10,000	Pave	null	IR1	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	1,993	1,994	Gable	CompShg	HdBoard	HdBoard	null	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	763	763	GasA	Gd	Y	SBrkr	763	892	1,655	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1,993	Fin	2	440	TA	TA	Y	157	84	0	0	0	null	null	null	0	4	2,010	WD	Normal	175,900
12	527,165,230	20	RL	null	7,980	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	1Story	6	7	1,992	2,007	Gable	CompShg	HdBoard	HdBoard	null	0	TA	Gd	PConc	Gd	TA	No	ALQ	935	Unf	0	233	1,168	GasA	Ex	Y	SBrkr	1,187	0	1,187	1	2	0	3	1	TA	6	Typ	0	null	Attchd	1,992	Fin	2	420	TA	TA	Y	483	21	0	0	0	null	GdPrv	Shed	500	3	2,010	WD	Normal	185,000
13	527,166,040	60	RL	63	8,402	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	1,998	1,998	Gable	CompShg	VinylSd	VinylSd	null	0	TA	TA	PConc	Gd	TA	No	Unf	0	Unf	0	789	789	GasA	Gd	Y	SBrkr	789	676	1,465	0	2	1	3	1	TA	7	Typ	1	Gd	Attchd	1,998	Fin	2	393	TA	TA	Y	0	75	0	0	0	null	null	null	0	5	2,010	WD	Normal	180,400
14	527,180,040	20	RL	85	10,176	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	1Story	7	5	1,990	1,990	Gable	CompShg	HdBoard	HdBoard	null	0	TA	TA	PConc	Gd	TA	Gd	GLQ	637	Unf	0	663	1,300	GasA	Gd	Y	SBrkr	1,341	0	1,341	1	1	1	2	1	Gd	5	Typ	1	Po	Attchd	1,990	Unf	2	506	TA	TA	Y	192	0	0	0	0	null	null	null	0	2	2,010	WD	Normal	171,500
15	527,182,190	120	RL	null	6,820	Pave	null	IR1	Lvl	AllPub	Corner	Gtl	StoneBr	Norm	Norm	TwnhsE	1Story	8	5	1,985	1,985	Gable	CompShg	HdBoard	HdBoard	null	0	Gd	TA	PConc	Gd	TA	Av	GLQ	368	BLQ	1,120	0	1,488	GasA	TA	Y	SBrkr	1,502	0	1,502	1	1	1	1	1	Gd	4	Typ	0	null	Attchd	1,985	RFn	2	528	TA	TA	Y	0	54	0	0	140	null	null	null	0	6	2,010	WD	Normal	212,000
16	527,216,070	60	RL	47	53,504	Pave	null	IR2	HLS	AllPub	CulDSac	Mod	StoneBr	Norm	Norm	1Fam	2Story	8	5	2,003	2,003	Hip	CompShg	CemntBd	Wd Shng	BrkFace	603	Ex	TA	PConc	Gd	TA	Gd	ALQ	1,416	Unf	0	234	1,650	GasA	Ex	Y	SBrkr	1,690	1,589	3,279	1	3	1	4	1	Ex	12	Mod	1	Gd	BuiltIn	2,003	Fin	3	841	TA	TA	Y	503	36	0	0	210	null	null	null	0	6	2,010	WD	Normal	538,000
17	527,225,035	50	RL	152	12,134	Pave	null	IR1	Bnk	AllPub	Inside	Mod	Gilbert	Norm	Norm	1Fam	1.5Fin	8	7	1,988	2,005	Gable	CompShg	Wd Sdng	Wd Sdng	null	0	Gd	TA	Wood	Gd	TA	Av	GLQ	427	Unf	0	132	559	GasA	Gd	Y	SBrkr	1,080	672	1,752	0	2	0	4	1	TA	8	Typ	0	null	Basment	1,988	RFn	2	492	TA	TA	Y	325	12	0	0	0	null	null	null	0	6	2,010	WD	Normal	164,000
18	527,258,010	20	RL	88	11,394	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	StoneBr	Norm	Norm	1Fam	1Story	9	2	2,010	2,010	Hip	CompShg	VinylSd	VinylSd	Stone	350	Gd	TA	PConc	Ex	TA	Av	GLQ	1,445	Unf	0	411	1,856	GasA	Ex	Y	SBrkr	1,856	0	1,856	1	1	1	1	1	Ex	8	Typ	1	Ex	Attchd	2,010	Fin	3	834	TA	TA	Y	113	0	0	0	0	null	null	null	0	6	2,010	New	Partial	394,432
19	527,276,150	20	RL	140	19,138	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	1Story	4	5	1,951	1,951	Gable	CompShg	VinylSd	VinylSd	null	0	TA	TA	CBlock	TA	TA	No	LwQ	120	Unf	0	744	864	GasA	Ex	Y	SBrkr	864	0	864	0	1	0	2	1	TA	4	Typ	0	null	Detchd	1,951	Unf	2	400	TA	TA	Y	0	0	0	0	0	null	null	null	0	6	2,010	WD	Normal	141,000
20	527,302,110	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	2,073	1	2	0	3	1	TA	7	Min1	2	TA	Attchd	1,978	Unf	2	500	TA	TA	Y	349	0	0	0	0	null	MnPrv	null	0	2	2,010	WD	Normal	210,000
21	527,358,140	20	RL	105	11,751	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	1Story	6	6	1,977	1,977	Hip	CompShg	Plywood	Plywood	BrkFace	480	TA	TA	CBlock	Gd	TA	No	BLQ	705	Unf	0	1,139	1,844	GasA	Ex	Y	SBrkr	1,844	0	1,844	0	2	0	3	1	TA	7	Typ	1	TA	Attchd	1,977	RFn	2	546	TA	TA	Y	0	122	0	0	0	null	MnPrv	null	0	1	2,010	COD	Normal	190,000
22	527,358,200	85	RL	85	10,625	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NWAmes	Norm	Norm	1Fam	SFoyer	7	6	1,974	1,974	Gable	CompShg	Plywood	Plywood	BrkFace	81	TA	TA	CBlock	Gd	TA	Gd	GLQ	885	LwQ	168	0	1,053	GasA	TA	Y	SBrkr	1,173	0	1,173	1	2	0	3	1	Gd	6	Typ	2	TA	Attchd	1,974	RFn	2	528	TA	TA	Y	0	120	0	0	0	null	MnPrv	null	0	1	2,010	WD	Family	170,000
23	527,368,020	60	FV	null	7,500	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	7	5	2,000	2,000	Gable	CompShg	VinylSd	VinylSd	null	0	Gd	TA	PConc	Gd	TA	No	GLQ	533	Unf	0	281	814	GasA	Ex	Y	SBrkr	814	860	1,674	1	2	1	3	1	Gd	7	Typ	0	null	Attchd	2,000	RFn	2	663	TA	TA	Y	0	96	0	0	0	null	null	null	0	1	2,010	WD	Normal	216,000
24	527,402,200	20	RL	null	11,241	Pave	null	IR1	Lvl	AllPub	CulDSac	Gtl	NAmes	Norm	Norm	1Fam	1Story	6	7	1,970	1,970	Gable	CompShg	Wd Sdng	Wd Sdng	BrkFace	180	TA	TA	CBlock	TA	TA	No	ALQ	578	Unf	0	426	1,004	GasA	Ex	Y	SBrkr	1,004	0	1,004	1	1	0	2	1	TA	5	Typ	1	TA	Attchd	1,970	Fin	2	480	TA	TA	Y	0	0	0	0	0	null	null	Shed	700	3	2,010	WD	Normal	149,000
25	527,402,250	20	RL	null	12,537	Pave	null	IR1	Lvl	AllPub	CulDSac	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1,971	2,008	Gable	CompShg	VinylSd	VinylSd	null	0	TA	TA	CBlock	TA	TA	No	GLQ	734	Unf	0	344	1,078	GasA	Ex	Y	SBrkr	1,078	0	1,078	1	1	1	3	1	TA	6	Typ	1	Fa	Attchd	1,971	Fin	2	500	TA	TA	Y	0	0	0	0	0	null	null	null	0	4	2,010	WD	Normal	149,900
26	527,403,020	20	RL	65	8,450	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NAmes	Norm	Norm	1Fam	1Story	5	6	1,968	1,968	Gable	CompShg	VinylSd	VinylSd	null	0	TA	TA	CBlock	TA	TA	No	BLQ	775	Unf	0	281	1,056	GasA	Ex	Y	SBrkr	1,056	0	1,056	1	1	0	3	1	TA	6	Typ	1	Fa	Attchd	1,968	Unf	1	304	TA	TA	Y	0	85	184	0	0	null	null	null	0	7	2,010	WD	Normal	142,000
27	527,404,120	20	RL	70	8,400	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	5	1,970	1,970	Gable	CompShg	Plywood	Plywood	null	0	TA	TA	CBlock	TA	TA	No	ALQ	804	Rec	78	0	882	GasA	TA	Y	SBrkr	882	0	882	1	1	0	2	1	TA	4	Typ	0	null	Attchd	1,970	Fin	2	525	TA	TA	Y	240	0	0	0	0	null	MnPrv	null	0	4	2,010	WD	Normal	126,000
28	527,425,090	20	RL	70	10,500	Pave	null	Reg	Lvl	AllPub	FR2	Gtl	NAmes	Norm	Norm	1Fam	1Story	4	5	1,971	1,971	Gable	CompShg	HdBoard	HdBoard	null	0	TA	TA	CBlock	TA	TA	No	ALQ	432	Unf	0	432	864	GasA	TA	Y	SBrkr	864	0	864	0	1	0	3	1	TA	5	Typ	1	Po	null	null	null	0	0	null	null	Y	0	0	0	0	0	null	null	null	0	4	2,010	ConLI	Normal	115,000
29	527,427,230	120	RH	26	5,858	Pave	null	IR1	Lvl	AllPub	FR2	Gtl	NAmes	Norm	Norm	TwnhsE	1Story	7	5	1,999	1,999	Gable	CompShg	MetalSd	MetalSd	null	0	Gd	TA	PConc	Gd	TA	No	GLQ	1,051	BLQ	0	354	1,405	GasA	Ex	Y	SBrkr	1,337	0	1,337	1	2	0	2	1	Gd	5	Typ	1	Fa	Attchd	1,999	Fin	2	511	TA	TA	Y	203	68	0	0	0	null	null	null	0	6	2,010	WD	Normal	184,000
30	527,451,180	160	RM	21	1,680	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	Twnhs	2Story	6	5	1,971	1,971	Gable	CompShg	HdBoard	HdBoard	BrkFace	504	TA	TA	CBlock	TA	TA	No	Rec	156	Unf	0	327	483	GasA	TA	Y	SBrkr	483	504	987	0	1	1	2	1	TA	5	Typ	0	null	Detchd	1,971	Unf	1	264	TA	TA	Y	275	0	0	0	0	null	null	null	0	2	2,010	COD	Normal	96,000
31	527,451,330	160	RM	21	1,680	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	Twnhs	2Story	5	5	1,971	1,971	Gable	CompShg	HdBoard	HdBoard	BrkFace	492	TA	TA	CBlock	TA	TA	No	Rec	300	Unf	0	225	525	GasA	TA	Y	SBrkr	525	567	1,092	0	1	1	3	1	TA	6	Typ	0	null	Detchd	1,997	Unf	1	320	TA	TA	Y	0	0	0	0	0	null	null	null	0	3	2,010	WD	Normal	105,500
32	527,451,410	160	RM	21	1,680	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	BrDale	Norm	Norm	Twnhs	2Story	6	5	1,971	1,971	Gable	CompShg	HdBoard	ImStucc	BrkFace	381	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	525	525	GasA	TA	Y	SBrkr	525	567	1,092	0	1	1	3	1	TA	6	Typ	0	null	Detchd	1,971	Unf	1	264	TA	TA	Y	0	0	0	0	0	null	null	null	0	3	2,010	WD	Family	88,000
33	527,452,190	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	1,069	0	2	0	2	1	TA	4	Typ	1	Fa	Attchd	1,977	RFn	2	440	TA	TA	Y	0	55	0	0	165	null	null	null	0	7	2,010	WD	Normal	127,500
34	527,453,130	160	RL	24	2,280	Pave	null	Reg	Lvl	AllPub	FR2	Gtl	NPkVill	Norm	Norm	Twnhs	2Story	6	6	1,975	1,975	Gable	CompShg	Plywood	Brk Cmn	null	0	TA	TA	CBlock	TA	TA	No	ALQ	514	Unf	0	341	855	GasA	TA	Y	SBrkr	855	601	1,456	0	2	1	3	1	Gd	6	Typ	1	TA	Attchd	1,975	Unf	2	440	TA	TA	Y	173	0	0	0	0	null	null	null	0	6	2,010	WD	Normal	149,900
35	527,453,150	120	RL	24	2,280	Pave	null	Reg	Lvl	AllPub	FR2	Gtl	NPkVill	Norm	Norm	Twnhs	1Story	7	6	1,975	1,975	Gable	CompShg	Plywood	Brk Cmn	null	0	TA	TA	CBlock	Gd	TA	No	Unf	0	Unf	0	836	836	GasA	Ex	Y	SBrkr	836	0	836	0	1	0	2	1	TA	4	Typ	0	null	Attchd	1,975	Unf	1	308	TA	TA	Y	0	30	0	0	0	null	null	null	0	6	2,010	WD	Normal	120,000
36	527,454,200	160	RL	24	2,280	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NPkVill	Norm	Norm	Twnhs	2Story	6	5	1,978	1,978	Gable	CompShg	Plywood	Brk Cmn	null	0	TA	TA	CBlock	Gd	TA	No	ALQ	311	Unf	0	544	855	GasA	Fa	Y	SBrkr	855	601	1,456	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1,978	Unf	2	440	TA	TA	Y	26	0	0	0	0	null	null	null	0	7	2,010	WD	Normal	146,000
37	528,108,120	60	RL	102	12,858	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	2Story	9	5	2,009	2,010	Gable	CompShg	VinylSd	VinylSd	Stone	162	Ex	TA	PConc	Ex	TA	No	Unf	0	Unf	0	1,590	1,590	GasA	Ex	Y	SBrkr	1,627	707	2,334	0	2	1	3	1	Ex	10	Typ	1	Gd	Attchd	2,009	Fin	3	751	TA	TA	Y	144	133	0	0	0	null	null	null	0	1	2,010	New	Partial	376,162
38	528,112,020	20	RL	98	11,478	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	8	5	2,007	2,008	Gable	CompShg	VinylSd	VinylSd	Stone	200	Gd	TA	PConc	Ex	TA	No	GLQ	1,218	Unf	0	486	1,704	GasA	Ex	Y	SBrkr	1,704	0	1,704	1	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2,008	RFn	3	772	TA	TA	Y	0	50	0	0	0	null	null	null	0	5	2,010	WD	Normal	306,000
39	528,120,060	20	RL	83	10,159	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	9	5	2,009	2,010	Hip	CompShg	VinylSd	VinylSd	Stone	450	Ex	TA	PConc	Ex	TA	Av	GLQ	1,646	Unf	0	284	1,930	GasA	Ex	Y	SBrkr	1,940	0	1,940	1	2	1	3	1	Ex	8	Typ	1	Gd	Attchd	2,010	Fin	3	606	TA	TA	Y	168	95	0	0	0	null	null	null	0	4	2,010	New	Partial	395,192
40	528,120,090	20	RL	94	12,883	Pave	null	IR1	Lvl	AllPub	Corner	Gtl	NridgHt	Norm	Norm	1Fam	1Story	8	5	2,009	2,010	Gable	CompShg	VinylSd	VinylSd	Stone	256	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1,544	1,544	GasA	Ex	Y	SBrkr	1,544	0	1,544	0	2	0	3	1	Gd	7	Typ	0	null	Attchd	2,009	RFn	3	868	TA	TA	Y	0	35	0	0	0	null	null	null	0	6	2,010	New	Partial	290,941
41	528,120,100	20	RL	95	12,182	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	NridgHt	Norm	Norm	1Fam	1Story	7	5	2,005	2,005	Gable	CompShg	VinylSd	VinylSd	BrkFace	226	Gd	TA	PConc	Gd	TA	Mn	BLQ	1,201	Unf	0	340	1,541	GasA	Ex	Y	SBrkr	1,541	0	1,541	0	2	0	3	1	Gd	7	Typ	1	Gd	Attchd	2,005	RFn	2	532	TA	TA	Y	0	70	0	0	0	null	null	null	0	5	2,010	New	Partial	220,000
42	528,120,120	20	RL	90	11,520	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	PosN	Norm	1Fam	1Story	9	5	2,005	2,005	Hip	CompShg	VinylSd	VinylSd	BrkFace	615	Gd	TA	PConc	Ex	TA	No	GLQ	110	Unf	0	1,588	1,698	GasA	Ex	Y	SBrkr	1,698	0	1,698	0	2	0	3	1	Ex	7	Typ	1	Gd	Attchd	2,005	Fin	3	730	TA	TA	Y	192	74	0	0	0	null	null	null	0	6	2,010	WD	Normal	275,000
43	528,138,020	20	RL	79	14,122	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	8	5	2,005	2,006	Hip	CompShg	CemntBd	CmentBd	BrkFace	240	Gd	TA	PConc	Ex	TA	No	GLQ	28	Unf	0	1,794	1,822	GasA	Ex	Y	SBrkr	1,822	0	1,822	0	2	0	3	1	Ex	8	Typ	1	Gd	Attchd	2,005	RFn	3	678	TA	TA	Y	0	119	0	0	0	null	null	null	0	2	2,010	WD	Normal	259,000
44	528,138,060	20	RL	70	10,171	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	7	5	2,004	2,004	Gable	CompShg	VinylSd	VinylSd	BrkFace	168	Gd	TA	PConc	Gd	TA	No	GLQ	2	Unf	0	1,515	1,517	GasA	Ex	Y	SBrkr	1,535	0	1,535	0	2	0	3	1	Gd	7	Typ	0	null	Attchd	2,004	RFn	2	532	TA	TA	Y	0	0	0	0	0	null	null	null	0	3	2,010	WD	Normal	214,000
45	528,150,070	20	RL	100	12,919	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	1Fam	1Story	9	5	2,009	2,010	Hip	CompShg	VinylSd	VinylSd	Stone	760	Ex	TA	PConc	Ex	TA	Gd	GLQ	2,188	Unf	0	142	2,330	GasA	Ex	Y	SBrkr	2,364	0	2,364	1	2	1	2	1	Ex	11	Typ	2	Gd	Attchd	2,009	Fin	3	820	TA	TA	Y	0	67	0	0	0	null	null	null	0	3	2,010	New	Partial	611,657
46	528,175,010	120	RL	44	6,371	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	7	5	2,009	2,010	Gable	CompShg	VinylSd	VinylSd	Stone	128	Gd	TA	PConc	Gd	TA	Mn	GLQ	733	Unf	0	625	1,358	GasA	Ex	Y	SBrkr	1,358	0	1,358	1	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2,010	RFn	2	484	TA	TA	Y	192	35	0	0	0	null	null	null	0	6	2,010	New	Partial	224,000
47	528,176,010	20	RL	110	14,300	Pave	null	Reg	HLS	AllPub	Inside	Mod	NridgHt	Norm	Norm	1Fam	1Story	9	5	2,003	2,004	Hip	CompShg	VinylSd	VinylSd	BrkFace	1,095	Ex	TA	PConc	Ex	TA	Gd	GLQ	1,373	Unf	0	1,473	2,846	GasA	Ex	Y	SBrkr	2,696	0	2,696	1	2	1	3	1	Ex	10	Typ	2	Gd	Attchd	2,003	Fin	3	958	TA	TA	Y	220	150	0	0	0	null	null	null	0	6	2,010	WD	Normal	500,000
48	528,176,070	60	RL	105	13,650	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	NridgHt	Norm	Norm	1Fam	2Story	8	5	2,002	2,002	Gable	CompShg	VinylSd	VinylSd	BrkFace	232	Gd	TA	PConc	Gd	TA	Gd	GLQ	578	Unf	0	1,093	1,671	GasA	Ex	Y	SBrkr	1,687	563	2,250	1	2	1	3	1	Gd	7	Typ	1	Ex	Attchd	2,002	Fin	3	756	TA	TA	Y	238	130	0	0	0	null	null	null	0	6	2,010	WD	Normal	320,000
49	528,180,070	120	RL	61	7,658	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	9	5	2,005	2,005	Hip	CompShg	MetalSd	MetalSd	BrkFace	412	Ex	TA	PConc	Ex	TA	No	GLQ	456	Unf	0	1,296	1,752	GasA	Ex	Y	SBrkr	1,752	0	1,752	1	2	0	2	1	Ex	6	Typ	1	Gd	Attchd	2,005	RFn	2	576	TA	TA	Y	196	82	0	0	0	null	null	null	0	2	2,010	WD	Normal	319,900
50	528,181,050	120	RL	41	7,132	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	TwnhsE	1Story	8	5	2,006	2,006	Gable	CompShg	VinylSd	VinylSd	Stone	178	Gd	TA	PConc	Gd	TA	Mn	GLQ	24	Unf	0	1,346	1,370	GasA	Ex	Y	SBrkr	1,370	0	1,370	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2,006	RFn	2	484	TA	TA	Y	120	49	0	0	0	null	null	null	0	4	2,010	WD	Normal	205,000
51	528,188,120	160	RL	36	2,628	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NridgHt	Norm	Norm	Twnhs	2Story	7	5	2,003	2,003	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	1,626	0	2	1	2	1	Gd	6	Typ	0	null	BuiltIn	2,003	RFn	2	474	TA	TA	Y	0	27	0	0	0	null	null	null	0	6	2,010	WD	Normal	175,500
52	528,218,150	20	RL	100	18,494	Pave	null	IR1	Lvl	AllPub	Corner	Gtl	Gilbert	Norm	Norm	1Fam	1Story	6	5	2,005	2,005	Gable	CompShg	VinylSd	VinylSd	null	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1,324	1,324	GasA	Ex	Y	SBrkr	1,324	0	1,324	0	2	0	3	1	Gd	6	Typ	0	null	Attchd	2,005	Fin	2	430	TA	TA	Y	36	23	0	0	0	null	null	null	0	1	2,010	WD	Normal	199,500
53	528,228,285	120	RL	43	3,203	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	7	5	2,006	2,006	Gable	CompShg	VinylSd	VinylSd	BrkFace	14	Gd	TA	PConc	Gd	TA	Av	GLQ	16	Unf	0	1,129	1,145	GasA	Ex	Y	SBrkr	1,145	0	1,145	0	2	0	2	1	Gd	6	Typ	0	null	Attchd	2,006	Fin	2	437	TA	TA	Y	100	116	0	0	0	null	null	null	0	1	2,010	WD	Normal	160,000
54	528,228,440	120	RL	43	3,182	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Blmngtn	Norm	Norm	TwnhsE	1Story	8	5	2,004	2,005	Gable	CompShg	VinylSd	VinylSd	BrkFace	16	Gd	TA	PConc	Gd	TA	No	GLQ	24	Unf	0	1,232	1,256	GasA	Ex	Y	SBrkr	1,269	0	1,269	0	2	0	2	1	Gd	6	Typ	1	TA	Attchd	2,004	Fin	2	430	TA	TA	Y	146	20	0	0	144	null	null	null	0	4	2,010	WD	Normal	192,000
55	528,231,020	80	RL	67	13,300	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	SLvl	7	5	2,004	2,004	Gable	CompShg	VinylSd	VinylSd	null	0	Gd	TA	PConc	Gd	TA	No	GLQ	326	Unf	0	58	384	GasA	Ex	Y	SBrkr	744	630	1,374	1	2	1	3	1	Gd	7	Typ	1	Gd	BuiltIn	2,004	Fin	2	400	TA	TA	Y	100	0	0	0	0	null	null	null	0	6	2,010	WD	Normal	184,500
56	528,240,070	60	RL	null	7,851	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	6	5	2,002	2,002	Gable	CompShg	VinylSd	VinylSd	null	null	Gd	TA	PConc	Gd	TA	No	GLQ	625	Unf	0	235	860	GasA	Ex	Y	SBrkr	860	1,100	1,960	1	2	1	4	1	Gd	8	Typ	2	TA	BuiltIn	2,002	Fin	2	440	TA	TA	Y	288	48	0	0	0	null	null	null	0	5	2,010	WD	Normal	216,500
57	528,240,130	60	RL	63	8,577	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	2,004	2,004	Gable	CompShg	VinylSd	VinylSd	null	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	847	847	GasA	Ex	Y	SBrkr	847	886	1,733	0	2	1	3	1	Gd	7	Typ	1	Gd	BuiltIn	2,004	Fin	2	433	TA	TA	Y	144	48	0	0	0	null	null	null	0	4	2,010	WD	Normal	185,088
58	528,250,100	80	RL	null	7,750	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	Gilbert	Norm	Norm	1Fam	SLvl	7	5	2,000	2,000	Gable	CompShg	VinylSd	VinylSd	null	0	TA	TA	PConc	Gd	TA	No	GLQ	250	Unf	0	134	384	GasA	Ex	Y	SBrkr	774	656	1,430	0	2	1	3	1	TA	7	Typ	1	TA	BuiltIn	2,000	Fin	2	400	TA	TA	Y	180	0	0	0	0	null	null	null	0	4	2,010	WD	Normal	180,000
59	528,292,020	60	RL	null	9,505	Pave	null	IR1	Lvl	AllPub	CulDSac	Gtl	Gilbert	Norm	Norm	1Fam	2Story	7	5	2,001	2,001	Gable	CompShg	VinylSd	VinylSd	BrkFace	180	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	884	884	GasA	Ex	Y	SBrkr	884	1,151	2,035	0	2	1	3	1	Gd	8	Typ	1	Gd	BuiltIn	2,001	Fin	2	434	TA	TA	Y	144	48	0	0	0	null	null	null	0	5	2,010	WD	Normal	222,500
60	528,328,100	60	RL	108	14,774	Pave	null	IR1	Lvl	AllPub	Corner	Gtl	NoRidge	Norm	Norm	1Fam	2Story	9	5	1,999	1,999	Gable	CompShg	VinylSd	VinylSd	BrkFace	165	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1,393	1,393	GasA	Ex	Y	SBrkr	1,422	1,177	2,599	0	2	1	4	1	Gd	10	Typ	1	TA	BuiltIn	1,999	Fin	3	779	TA	TA	Y	668	30	0	0	0	null	null	null	0	5	2,010	WD	Normal	333,168
61	528,344,070	60	RL	60	17,433	Pave	null	IR2	Lvl	AllPub	CulDSac	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1,998	1,998	Hip	CompShg	VinylSd	VinylSd	BrkFace	114	Gd	TA	PConc	Ex	TA	No	Unf	0	Unf	0	1,629	1,629	GasA	Ex	Y	SBrkr	1,645	830	2,475	0	2	1	4	1	Gd	7	Typ	1	TA	Attchd	1,998	Fin	3	962	TA	TA	Y	23	172	0	0	256	null	null	null	0	1	2,010	WD	Normal	355,000
62	528,358,010	20	RL	59	10,593	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	1Story	7	5	1,996	1,996	Hip	CompShg	VinylSd	VinylSd	BrkFace	338	Gd	TA	PConc	Gd	TA	No	GLQ	919	Unf	0	801	1,720	GasA	Ex	Y	SBrkr	1,720	0	1,720	1	2	0	3	1	Gd	7	Typ	1	TA	Attchd	1,996	Fin	2	527	TA	TA	Y	240	56	154	0	0	null	null	null	0	3	2,010	WD	Normal	260,400
63	528,363,130	60	RL	98	12,256	Pave	null	IR1	Lvl	AllPub	Corner	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1,994	1,995	Gable	CompShg	HdBoard	HdBoard	BrkFace	362	Gd	TA	PConc	Ex	TA	Av	GLQ	1,032	Unf	0	431	1,463	GasA	Ex	Y	SBrkr	1,500	1,122	2,622	1	2	1	3	1	Gd	9	Typ	2	TA	Attchd	1,994	RFn	2	712	TA	TA	Y	186	32	0	0	0	null	null	null	0	4	2,010	WD	Normal	325,000
64	528,382,020	60	RL	92	11,764	Pave	null	IR1	Lvl	AllPub	CulDSac	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	7	1,999	2,007	Gable	CompShg	VinylSd	VinylSd	BrkFace	348	Gd	TA	PConc	Gd	TA	No	GLQ	524	Unf	0	628	1,152	GasA	Ex	Y	SBrkr	1,164	1,106	2,270	0	2	1	4	1	Gd	9	Typ	1	Gd	Attchd	1,999	Fin	3	671	TA	TA	Y	132	57	0	0	0	null	null	null	0	4	2,010	WD	Normal	290,000
65	528,382,030	60	RL	58	16,770	Pave	null	IR2	Lvl	AllPub	CulDSac	Gtl	NoRidge	Norm	Norm	1Fam	2Story	7	5	1,998	1,998	Gable	CompShg	VinylSd	VinylSd	BrkFace	30	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1,195	1,195	GasA	Gd	Y	SBrkr	1,195	644	1,839	0	2	1	4	1	TA	7	Typ	0	null	Attchd	1,998	Fin	2	486	TA	TA	Y	0	81	0	0	0	null	null	null	0	6	2,010	WD	Normal	221,000
66	528,386,040	50	RL	56	14,720	Pave	null	IR1	Lvl	AllPub	CulDSac	Gtl	NoRidge	Norm	Norm	1Fam	1.5Fin	8	5	1,995	1,996	Hip	CompShg	VinylSd	VinylSd	BrkFace	579	Gd	TA	PConc	Gd	TA	Av	GLQ	816	Unf	0	1,217	2,033	GasA	Ex	Y	SBrkr	2,053	1,185	3,238	1	2	1	4	1	Gd	9	Typ	1	Ex	Attchd	1,996	Fin	3	666	TA	TA	Y	283	86	0	0	0	null	null	null	0	3	2,010	WD	Normal	410,000
67	528,445,060	20	RL	73	8,987	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	8	5	2,005	2,006	Gable	CompShg	VinylSd	VinylSd	BrkFace	226	Gd	TA	PConc	Gd	TA	null	Unf	0	Unf	0	1,595	1,595	GasA	Ex	Y	SBrkr	1,595	0	1,595	0	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2,005	RFn	3	880	TA	TA	Y	144	0	0	0	0	null	null	null	0	5	2,010	WD	Normal	221,500
68	528,456,160	20	FV	92	9,215	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	7	5	2,009	2,010	Hip	CompShg	VinylSd	VinylSd	null	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1,218	1,218	GasA	Ex	Y	SBrkr	1,218	0	1,218	0	2	0	2	1	Gd	4	Typ	0	null	Attchd	2,009	RFn	2	676	TA	TA	Y	0	136	0	0	0	null	null	null	0	4	2,010	New	Partial	204,500
69	528,458,070	60	FV	72	8,640	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	2Story	7	5	2,009	2,009	Gable	CompShg	VinylSd	VinylSd	null	0	TA	TA	PConc	Gd	TA	Mn	GLQ	24	Unf	0	732	756	GasA	Ex	Y	SBrkr	764	783	1,547	0	2	1	3	1	Gd	7	Typ	0	null	Attchd	2,009	Unf	2	614	TA	TA	Y	169	45	0	0	0	null	null	null	0	6	2,010	Con	Normal	215,200
70	528,458,110	20	FV	75	9,000	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	8	5	2,008	2,008	Gable	CompShg	VinylSd	VinylSd	Stone	36	Gd	TA	PConc	Gd	TA	Av	GLQ	1,078	Unf	0	488	1,566	GasA	Ex	Y	SBrkr	1,566	0	1,566	1	2	0	3	1	Gd	7	Typ	0	null	Attchd	2,008	RFn	2	750	TA	TA	Y	144	168	0	0	0	null	null	null	0	4	2,010	WD	Normal	262,500
71	528,477,080	60	FV	100	12,552	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	Somerst	Norm	Norm	1Fam	2Story	7	5	2,004	2,005	Gable	CompShg	VinylSd	VinylSd	null	0	Gd	TA	PConc	Gd	TA	No	GLQ	222	Unf	0	769	991	GasA	Ex	Y	SBrkr	991	956	1,947	0	2	1	3	1	Gd	8	Typ	1	Gd	Attchd	2,004	RFn	2	678	TA	TA	Y	0	136	0	0	0	null	GdWo	null	0	5	2,010	WD	Normal	254,900
72	528,480,090	20	FV	84	10,440	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	Somerst	Norm	Norm	1Fam	1Story	6	5	2,005	2,005	Gable	CompShg	VinylSd	VinylSd	null	0	Gd	TA	PConc	Ex	TA	No	GLQ	1,414	Unf	0	54	1,468	GasA	Ex	Y	SBrkr	1,468	0	1,468	1	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2,005	Fin	2	528	TA	TA	Y	0	102	0	0	216	null	null	null	0	5	2,010	WD	Normal	271,500
73	531,367,050	60	RL	76	10,142	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	7	5	2,004	2,004	Gable	CompShg	VinylSd	VinylSd	null	0	Gd	TA	PConc	Gd	TA	No	GLQ	656	Unf	0	300	956	GasA	Ex	Y	SBrkr	956	1,128	2,084	1	2	1	4	1	Gd	8	Typ	0	null	BuiltIn	2,004	RFn	2	618	TA	TA	Y	0	45	0	0	0	null	null	null	0	1	2,010	WD	Normal	233,000
74	531,369,060	60	RL	70	11,920	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	7	5	2,004	2,004	Gable	CompShg	VinylSd	VinylSd	BrkFace	122	Gd	TA	PConc	Gd	TA	Av	Unf	0	Unf	0	831	831	GasA	Ex	Y	SBrkr	831	828	1,659	0	2	1	3	1	Gd	8	Typ	0	null	Attchd	2,004	RFn	2	484	TA	TA	Y	144	68	0	0	0	null	null	null	0	4	2,010	WD	Normal	181,000
75	531,380,080	60	RL	null	8,880	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	7	5	1,994	2,002	Gable	CompShg	VinylSd	VinylSd	null	0	Gd	TA	PConc	Gd	TA	No	GLQ	695	Unf	0	253	948	GasA	Ex	Y	SBrkr	1,222	888	2,110	1	2	1	3	1	Gd	8	Typ	2	Fa	Attchd	1,994	RFn	2	463	TA	TA	Y	0	130	0	0	0	null	null	null	0	5	2,010	WD	Normal	205,000
76	531,451,110	120	RL	50	8,012	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	TwnhsE	1Story	6	5	1,980	1,980	Gable	CompShg	Plywood	Plywood	null	0	TA	TA	CBlock	Gd	TA	No	BLQ	543	BLQ	119	261	923	GasA	TA	Y	SBrkr	923	0	923	0	2	0	2	1	TA	5	Typ	1	TA	Attchd	1,980	RFn	1	264	TA	TA	Y	80	0	0	0	0	null	null	null	0	5	2,010	WD	Normal	143,000
77	531,451,280	60	RL	70	11,218	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	6	5	1,992	1,992	Gable	CompShg	Wd Sdng	Wd Sdng	null	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	1,055	1,055	GasA	Ex	Y	SBrkr	1,055	790	1,845	0	2	1	3	1	Gd	8	Typ	1	TA	Attchd	1,992	RFn	2	462	TA	TA	Y	635	104	0	0	0	null	GdPrv	Shed	400	5	2,010	WD	Normal	189,000
78	531,452,020	120	RL	55	7,892	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	TwnhsE	1Story	6	5	1,979	1,979	Gable	CompShg	Plywood	Plywood	null	0	TA	TA	CBlock	Gd	TA	No	Unf	0	Unf	0	918	918	GasA	TA	Y	SBrkr	918	0	918	0	2	0	2	1	TA	5	Typ	1	TA	Attchd	1,979	Unf	1	264	TA	TA	Y	28	0	0	0	0	null	null	null	0	4	2,010	WD	Normal	99,500
79	531,452,050	120	RL	50	7,175	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	TwnhsE	1Story	6	5	1,984	1,984	Gable	CompShg	Plywood	Plywood	null	0	TA	TA	CBlock	Gd	TA	No	ALQ	623	LwQ	121	0	744	GasA	TA	Y	SBrkr	752	0	752	1	1	0	2	1	TA	4	Typ	0	null	Attchd	1,984	Unf	1	264	TA	TA	Y	353	0	0	0	90	null	MnPrv	null	0	2	2,010	WD	Normal	125,000
80	531,452,180	60	RL	null	9,453	Pave	null	IR1	Lvl	AllPub	CulDSac	Gtl	SawyerW	RRNe	Norm	1Fam	2Story	7	7	1,993	2,003	Gable	CompShg	HdBoard	HdBoard	null	0	Gd	TA	PConc	Gd	TA	No	BLQ	402	Unf	0	594	996	GasA	Ex	Y	SBrkr	1,014	730	1,744	0	2	1	3	1	Gd	7	Typ	0	null	Attchd	1,993	RFn	2	457	TA	TA	Y	370	70	0	238	0	null	null	null	0	2	2,010	WD	Normal	194,500
81	531,453,010	20	RL	81	9,672	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	SawyerW	Norm	Norm	1Fam	1Story	6	5	1,984	1,985	Hip	CompShg	HdBoard	Plywood	null	0	TA	TA	PConc	Gd	TA	No	GLQ	338	Unf	0	702	1,040	GasA	TA	Y	SBrkr	1,097	0	1,097	0	2	0	3	1	TA	6	Typ	0	null	Attchd	1,986	Unf	2	480	TA	TA	Y	0	0	0	0	0	null	GdPrv	null	0	5	2,010	WD	Normal	152,000
82	531,453,040	60	RL	70	8,400	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	SawyerW	Norm	Norm	1Fam	2Story	6	6	1,980	1,981	Gable	CompShg	HdBoard	HdBoard	BrkFace	130	TA	TA	CBlock	Gd	TA	No	Unf	0	Unf	0	650	650	GasA	TA	Y	SBrkr	888	676	1,564	0	2	1	3	1	TA	7	Typ	1	TA	Attchd	1,980	Unf	2	476	TA	TA	Y	0	50	0	0	204	null	MnPrv	null	0	4	2,010	WD	Normal	171,000
83	531,477,050	30	RH	70	9,800	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	SawyerW	Feedr	Norm	1Fam	1Story	5	5	1,920	1,950	Gable	CompShg	Wd Sdng	Wd Sdng	null	0	TA	Fa	BrkTil	TA	TA	No	Unf	0	Unf	0	816	816	GasA	TA	N	FuseA	1,012	0	1,012	0	1	0	2	1	TA	5	Typ	0	null	Detchd	1,920	Unf	1	429	TA	TA	Y	121	0	80	0	0	null	null	null	0	4	2,010	WD	Normal	67,500
84	532,351,140	90	RM	68	8,930	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	RRAe	Norm	Duplex	1.5Fin	6	5	1,978	1,978	Gable	CompShg	VinylSd	VinylSd	null	0	TA	TA	Slab	null	null	null	null	0	null	0	0	0	GasA	TA	Y	SBrkr	1,318	584	1,902	0	2	0	4	2	TA	8	Typ	0	null	Attchd	1,978	Unf	2	539	TA	TA	Y	0	0	0	0	0	null	null	null	0	4	2,010	WD	Normal	112,000
85	532,354,090	85	RL	88	11,782	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	SFoyer	5	7	1,961	1,995	Gable	CompShg	HdBoard	HdBoard	null	0	TA	TA	CBlock	TA	TA	Av	ALQ	899	Unf	0	210	1,109	GasA	TA	Y	SBrkr	1,155	0	1,155	1	1	0	3	1	Gd	6	Min2	0	null	Detchd	1,987	Unf	2	576	TA	TA	Y	192	0	0	0	0	null	MnPrv	Shed	400	6	2,010	WD	Normal	148,000
86	532,376,160	20	RL	65	8,450	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Sawyer	RRAe	Norm	1Fam	1Story	5	8	1,965	2,009	Gable	CompShg	MetalSd	MetalSd	null	0	TA	Gd	CBlock	TA	TA	No	GLQ	553	BLQ	117	224	894	GasA	Ex	Y	SBrkr	894	0	894	1	1	0	3	1	TA	5	Typ	1	Gd	Detchd	1,973	Unf	1	336	TA	TA	Y	416	144	0	0	0	null	MnPrv	null	0	4	2,010	WD	Normal	138,500
87	532,377,060	20	RL	null	9,819	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	5	1,967	1,967	Gable	CompShg	MetalSd	MetalSd	BrkFace	31	TA	Gd	CBlock	TA	TA	No	BLQ	450	Unf	0	432	882	GasA	TA	Y	SBrkr	900	0	900	0	1	0	3	1	TA	5	Typ	0	null	Detchd	1,970	Unf	1	280	TA	TA	Y	0	0	0	0	0	null	MnPrv	null	0	2	2,010	WD	Normal	122,000
88	532,377,100	20	RL	75	7,500	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	Sawyer	Feedr	Norm	1Fam	1Story	5	5	1,963	1,963	Gable	CompShg	HdBoard	HdBoard	null	0	TA	TA	CBlock	TA	TA	No	ALQ	824	Unf	0	216	1,040	GasA	Fa	Y	SBrkr	1,040	0	1,040	1	1	1	3	1	TA	5	Typ	0	null	Attchd	1,963	Fin	1	308	TA	TA	Y	0	0	220	0	0	null	MnPrv	null	0	6	2,010	WD	Normal	133,000
89	532,378,110	20	RL	null	6,897	Pave	null	IR1	Lvl	AllPub	Corner	Gtl	Sawyer	Norm	Norm	1Fam	1Story	5	8	1,962	2,010	Gable	CompShg	HdBoard	HdBoard	null	0	TA	Gd	CBlock	TA	TA	No	ALQ	659	Unf	0	381	1,040	GasA	Ex	Y	SBrkr	1,040	0	1,040	1	1	1	3	1	TA	6	Typ	0	null	Detchd	1,962	Unf	1	260	TA	TA	Y	0	104	0	0	0	null	null	null	0	4	2,010	WD	Normal	127,000
90	532,479,070	20	RL	39	15,410	Pave	null	IR1	Lvl	AllPub	CulDSac	Gtl	Sawyer	RRNe	Norm	1Fam	1Story	6	6	1,974	2,002	Hip	CompShg	Plywood	Plywood	BrkCmn	250	TA	Gd	CBlock	TA	TA	Gd	BLQ	126	GLQ	859	223	1,208	GasA	Ex	Y	SBrkr	1,494	0	1,494	1	2	0	3	1	TA	7	Typ	2	Fa	Attchd	1,974	Fin	2	461	TA	TA	Y	296	0	186	0	0	null	GdPrv	null	0	4	2,010	WD	Abnorml	169,000
91	533,130,020	60	RL	107	10,186	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	7	5	1,992	1,992	Gable	CompShg	HdBoard	HdBoard	null	0	Gd	TA	PConc	Gd	TA	No	GLQ	674	Unf	0	76	750	GasA	Ex	Y	SBrkr	1,061	862	1,923	1	2	1	3	1	Gd	8	Typ	1	TA	Attchd	1,992	RFn	2	564	TA	TA	Y	240	39	0	0	0	null	null	null	0	6	2,010	WD	Normal	190,000
92	533,130,130	60	RL	85	13,143	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1,993	1,993	Gable	CompShg	HdBoard	ImStucc	BrkFace	504	Gd	TA	PConc	Gd	TA	No	LwQ	250	GLQ	981	0	1,231	GasA	Ex	Y	SBrkr	1,251	1,098	2,349	1	2	1	4	1	Gd	9	Typ	1	TA	Attchd	1,993	RFn	3	762	TA	TA	Y	32	130	0	0	0	null	null	null	0	6	2,010	WD	Normal	362,500
93	533,130,160	60	RL	88	11,134	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	NoRidge	Norm	Norm	1Fam	2Story	8	5	1,992	1,993	Gable	CompShg	HdBoard	HdBoard	BrkFace	180	Gd	TA	PConc	Gd	TA	No	GLQ	1,129	Unf	0	261	1,390	GasA	Ex	Y	SBrkr	1,402	823	2,225	1	2	1	4	1	Gd	7	Typ	1	TA	Attchd	1,992	RFn	3	713	TA	TA	Y	198	30	0	0	0	null	null	null	0	6	2,010	WD	Normal	285,000
94	533,205,060	120	FV	25	4,835	Pave	null	IR1	Lvl	AllPub	CulDSac	Gtl	Somerst	Norm	Norm	TwnhsE	1Story	7	5	2,004	2,005	Gable	CompShg	MetalSd	MetalSd	null	0	Gd	TA	PConc	Ex	TA	Av	GLQ	1,298	Unf	0	190	1,488	GasA	Ex	Y	SBrkr	1,488	0	1,488	1	2	0	2	1	Gd	6	Typ	1	Gd	Attchd	2,004	Fin	2	506	TA	TA	Y	168	50	0	0	0	null	null	null	0	3	2,010	WD	Normal	260,000
95	533,208,090	160	FV	39	3,515	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2,004	2,004	Gable	CompShg	VinylSd	VinylSd	null	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	840	840	GasA	Ex	Y	SBrkr	840	840	1,680	0	2	1	2	1	Gd	3	Typ	0	null	Attchd	2,004	RFn	2	588	TA	TA	Y	0	111	0	0	0	null	null	null	0	1	2,010	WD	Normal	190,000
96	533,210,060	160	FV	30	3,215	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2,004	2,004	Gable	CompShg	MetalSd	MetalSd	BrkFace	120	Gd	TA	PConc	Gd	TA	Av	GLQ	280	Unf	0	320	600	GasA	Ex	Y	SBrkr	600	600	1,200	0	2	1	2	1	Gd	4	Typ	0	null	Detchd	2,004	RFn	2	480	TA	TA	Y	0	172	0	0	0	null	null	null	0	4	2,010	ConLD	Normal	155,000
97	533,212,010	160	FV	30	3,182	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	TwnhsE	2Story	7	5	2,004	2,005	Gable	CompShg	MetalSd	MetalSd	null	0	Gd	TA	PConc	Gd	TA	No	Unf	0	Unf	0	600	600	GasA	Ex	Y	SBrkr	600	600	1,200	0	2	1	2	1	Gd	4	Typ	0	null	Detchd	2,004	RFn	2	480	TA	TA	Y	0	172	0	0	0	null	null	null	0	6	2,010	WD	Normal	151,000
98	533,212,020	160	FV	24	2,544	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	Twnhs	2Story	7	5	2,004	2,005	Gable	CompShg	MetalSd	MetalSd	null	0	Gd	TA	PConc	Gd	TA	No	GLQ	368	ALQ	42	190	600	GasA	Ex	Y	SBrkr	600	600	1,200	1	2	1	2	1	Gd	4	Typ	0	null	Detchd	2,004	RFn	2	480	TA	TA	Y	0	172	0	0	0	null	null	null	0	2	2,010	WD	Normal	149,500
99	533,212,060	160	FV	24	2,544	Pave	Pave	Reg	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	Twnhs	2Story	6	5	2,005	2,005	Gable	CompShg	VinylSd	VinylSd	BrkFace	216	Gd	TA	PConc	Gd	TA	No	GLQ	376	Unf	0	224	600	GasA	Ex	Y	SBrkr	600	636	1,236	1	2	1	2	1	Gd	4	Typ	0	null	Detchd	2,005	RFn	2	480	TA	TA	Y	0	166	0	0	0	null	null	null	0	5	2,010	WD	Normal	152,000
100	533,213,030	20	FV	null	4,403	Pave	null	IR2	Lvl	AllPub	Inside	Gtl	Somerst	Norm	Norm	1Fam	1Story	7	5	2,009	2,009	Gable	CompShg	MetalSd	MetalSd	Stone	432	Ex	TA	PConc	Ex	TA	Av	GLQ	578	Unf	0	892	1,470	GasA	Ex	Y	SBrkr	1,478	0	1,478	1	2	1	2	1	Gd	7	Typ	1	Gd	Attchd	2,009	Fin	2	484	TA	TA	Y	0	144	0	0	0	null	null	null	0	6	2,010	New	Partial	222,000

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Dataset Card for 'Ames Iowa: Alternative to the Boston Housing Data Set'

This dataset contains information from the Ames Assessor’s Office about residential properties sold in Ames, IA from 2006 to 2010. This repository is a mirror the original dataset meant to facilitate its consumption.

The dataset was originally published by Dean De Cock in Ames, Iowa: Alternative to the Boston Housing Data as an End of Semester Regression Project, it is meant as a resource for teaching machine learning as an alternative to the old and small Boston Housing Dataset.

Dataset Details

Dataset Description

Curated by: Dean De Cock, Truman State University
License: Unknown

Full description of the dataset is in ./originals/DataDocumentation.txt, structured metadata describing the features was extracted manually in ./features.json.

The main dataset file is AmesHousing.csv is the result of a simple preprocessing of the original file, the preprocessing script is in ./preprocessing/preprocess.py.

Dataset Sources

Original Data:
- excel format (xls): https://jse.amstat.org/v19n3/decock/AmesHousing.xls (mirrored in [./originals/AmesHousing.xls])
- text format (tsv): https://jse.amstat.org/v19n3/decock/AmesHousing.txt (mirrored in [./originals/AmesHousing.txt])
Paper: De Cock, D. (2011). Ames, Iowa: Alternative to the Boston Housing Data as an End of Semester Regression Project. Journal of Statistics Education, 19(3). https://doi.org/10.1080/10691898.2011.11889627

Uses

This dataset was designed as an alternative for the well-known Boston Housing Data Set, mostly for teaching purposes.

Dataset Creation

Curation Rationale

The original author of this dataset was motivated to assemble a larger and more contemporary dataset: the boston housing dataset covers data from the 1970s and only has 506 observations, ie prices, over 14 variables.

Source Data

The original author of the dataset obtain the raw data directly from the Ames, Iowa, City Assessor’s Office.

Citation

BibTeX:

@article{de2011ames,
  title={Ames, Iowa: Alternative to the Boston housing data as an end of semester regression project},
  author={De Cock, Dean},
  journal={Journal of Statistics Education},
  volume={19},
  number={3},
  year={2011},
  publisher={Taylor \& Francis}
}

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Size of downloaded dataset files:

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Size of the auto-converted Parquet files:

297 kB

Number of rows:

2,930