Datasets:

cloderic
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ames_iowa_housing

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Subset (2)

default · 2.93k rows

Split (1)

train · 2.93k rows

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 ⌀	bsmt_half_bath float64 0 2 ⌀	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	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
2,901	916,477,010	20	RL	95	13,618	Pave	null	Reg	Lvl	AllPub	Corner	Gtl	Timber	Norm	Norm	1Fam	1Story	8	5	2,005	2,006	Gable	CompShg	VinylSd	VinylSd	Stone	198	Gd	TA	PConc	Ex	Gd	Av	GLQ	1,350	Unf	0	378	1,728	GasA	Ex	Y	SBrkr	1,960	0	1,960	1	0	2	0	3	1	Gd	8	Typ	2	Gd	Attchd	2,005	Fin	3	714	TA	TA	Y	172	38	0	null	null	null	0	11	2,006	New	Partial	320,000
2,902	921,205,030	20	RL	88	11,443	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	8	5	2,005	2,006	Hip	CompShg	VinylSd	VinylSd	BrkFace	208	Gd	TA	PConc	Ex	TA	Gd	GLQ	1,460	Unf	0	408	1,868	GasA	Ex	Y	SBrkr	2,028	0	2,028	1	0	2	0	2	1	Gd	7	Typ	2	Gd	Attchd	2,005	RFn	3	880	TA	TA	Y	326	66	0	null	null	null	0	3	2,006	New	Partial	369,900
2,903	921,205,050	20	RL	88	11,577	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Timber	Norm	Norm	1Fam	1Story	9	5	2,005	2,006	Hip	CompShg	VinylSd	VinylSd	BrkFace	382	Ex	TA	PConc	Gd	TA	Gd	GLQ	1,455	Unf	0	383	1,838	GasA	Ex	Y	SBrkr	1,838	0	1,838	1	0	2	0	3	1	Ex	9	Typ	1	Gd	Attchd	2,005	Fin	3	682	TA	TA	Y	161	225	0	null	null	null	0	9	2,006	New	Partial	359,900
2,904	923,125,030	20	A (agr)	125	31,250	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Artery	Norm	1Fam	1Story	1	3	1,951	1,951	Gable	CompShg	CBlock	VinylSd	null	0	TA	Fa	CBlock	null	null	null	null	0	null	0	0	0	GasA	TA	Y	FuseA	1,600	0	1,600	0	0	1	1	3	1	TA	6	Mod	0	null	Attchd	1,951	Unf	1	270	Fa	TA	N	0	0	135	null	null	null	0	5	2,006	WD	Normal	81,500
2,905	923,202,025	90	RM	78	7,020	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	Duplex	SFoyer	7	5	1,997	1,997	Gable	CompShg	MetalSd	MetalSd	BrkFace	200	TA	Gd	PConc	Gd	TA	Gd	GLQ	1,243	Unf	0	45	1,288	GasA	Gd	Y	SBrkr	1,368	0	1,368	2	0	2	0	2	2	TA	8	Typ	0	null	Attchd	1,997	Fin	4	784	TA	TA	Y	0	48	0	null	null	null	0	11	2,006	WD	Normal	215,000
2,906	923,203,090	120	RM	32	4,500	Pave	null	Reg	Lvl	AllPub	FR2	Gtl	Mitchel	Norm	Norm	Twnhs	1Story	6	5	1,998	1,998	Hip	CompShg	VinylSd	VinylSd	BrkFace	116	TA	TA	PConc	Ex	TA	No	GLQ	897	Unf	0	319	1,216	GasA	Ex	Y	SBrkr	1,216	0	1,216	1	0	2	0	2	1	TA	5	Typ	0	null	Attchd	1,998	Unf	2	402	TA	TA	Y	0	125	0	null	null	null	0	5	2,006	WD	Normal	164,000
2,907	923,203,100	120	RM	32	4,500	Pave	null	Reg	Lvl	AllPub	FR2	Gtl	Mitchel	Norm	Norm	TwnhsE	1Story	6	5	1,998	1,998	Hip	CompShg	VinylSd	VinylSd	BrkFace	443	TA	Gd	PConc	Ex	Gd	No	GLQ	1,201	Unf	0	36	1,237	GasA	Ex	Y	SBrkr	1,337	0	1,337	1	0	2	0	2	1	TA	5	Typ	0	null	Attchd	1,998	Fin	2	405	TA	TA	Y	0	199	0	null	null	null	0	3	2,006	WD	Normal	153,500
2,908	923,205,120	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	1,140	0	0	1	0	3	1	TA	6	Typ	0	null	null	null	null	0	0	null	null	Y	36	56	0	null	null	null	0	7	2,006	WD	Abnorml	84,500
2,909	923,225,190	160	RM	41	2,665	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	TwnhsE	2Story	5	6	1,977	1,977	Gable	CompShg	CemntBd	CmentBd	null	0	TA	TA	PConc	Gd	TA	Mn	Unf	0	Unf	0	264	264	GasA	TA	Y	SBrkr	616	688	1,304	0	0	1	1	3	1	TA	5	Typ	1	TA	BuiltIn	1,977	RFn	1	336	TA	TA	Y	141	0	0	null	null	null	0	5	2,006	WD	Normal	104,500
2,910	923,225,240	160	RM	41	2,665	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	TwnhsE	2Story	5	6	1,977	1,977	Gable	CompShg	CemntBd	CmentBd	null	0	TA	TA	PConc	TA	TA	No	ALQ	548	Rec	173	36	757	GasA	Ex	Y	SBrkr	925	550	1,475	0	0	2	0	4	1	TA	6	Typ	1	TA	Attchd	1,977	RFn	1	336	TA	TA	Y	104	26	0	null	null	null	0	7	2,006	WD	Normal	127,000
2,911	923,225,260	160	RM	42	3,964	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	TwnhsE	2Story	6	4	1,973	1,973	Gable	CompShg	CemntBd	CmentBd	null	0	TA	TA	CBlock	Gd	TA	No	ALQ	837	Unf	0	105	942	GasA	Gd	Y	SBrkr	1,291	1,230	2,521	1	0	2	1	5	1	TA	10	Maj1	1	Gd	Attchd	1,973	Fin	2	576	TA	TA	Y	728	20	0	null	GdPrv	null	0	6	2,006	WD	Normal	151,400
2,912	923,225,510	20	RL	58	10,172	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	1Story	5	7	1,968	2,003	Gable	CompShg	Plywood	Plywood	null	0	TA	TA	CBlock	TA	TA	No	ALQ	441	Unf	0	423	864	GasA	Ex	Y	SBrkr	874	0	874	1	0	1	0	3	1	TA	5	Typ	0	null	Attchd	1,968	RFn	1	288	TA	TA	Y	0	120	0	null	null	null	0	10	2,006	WD	Normal	126,500
2,913	923,226,150	90	RL	null	11,836	Pave	null	IR1	Lvl	AllPub	Corner	Gtl	Mitchel	Norm	Norm	Duplex	1Story	5	5	1,970	1,970	Gable	CompShg	Plywood	Plywood	null	0	TA	TA	CBlock	TA	TA	No	BLQ	149	Unf	0	1,503	1,652	GasA	TA	Y	SBrkr	1,652	0	1,652	0	0	2	0	4	2	TA	8	Typ	0	null	2Types	1,970	Unf	3	928	TA	TA	Y	0	0	0	null	null	null	0	3	2,006	WD	Normal	146,500
2,914	923,226,180	180	RM	21	1,470	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	Twnhs	SFoyer	4	6	1,970	1,970	Gable	CompShg	CemntBd	CmentBd	null	0	TA	TA	CBlock	Gd	TA	Av	GLQ	522	Unf	0	108	630	GasA	TA	Y	SBrkr	630	0	630	1	0	1	0	1	1	TA	3	Typ	0	null	null	null	null	0	0	null	null	Y	0	0	0	null	null	null	0	4	2,006	WD	Normal	73,000
2,915	923,226,290	160	RM	21	1,484	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	TwnhsE	2Story	4	4	1,972	1,972	Gable	CompShg	CemntBd	CmentBd	null	0	TA	TA	CBlock	TA	TA	No	Rec	252	Unf	0	294	546	GasA	TA	Y	SBrkr	546	546	1,092	0	0	1	1	3	1	TA	5	Typ	0	null	Attchd	1,972	Unf	1	253	TA	Fa	Y	0	0	0	null	null	null	0	5	2,006	WD	Normal	79,400
2,916	923,227,100	20	RL	80	13,384	Pave	null	Reg	Lvl	AllPub	Inside	Mod	Mitchel	Norm	Norm	1Fam	1Story	5	5	1,969	1,979	Gable	CompShg	Plywood	Plywood	BrkFace	194	TA	TA	PConc	TA	TA	Av	Rec	119	BLQ	344	641	1,104	GasA	Fa	Y	SBrkr	1,360	0	1,360	1	0	1	0	3	1	TA	8	Typ	1	TA	Attchd	1,969	RFn	1	336	TA	TA	Y	160	0	0	null	null	null	0	5	2,006	WD	Normal	140,000
2,917	923,228,130	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	630	1	0	1	0	1	1	Ex	3	Typ	0	null	null	null	null	0	0	null	null	Y	0	0	0	null	null	null	0	8	2,006	WD	Abnorml	92,000
2,918	923,228,180	160	RM	21	1,533	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	Twnhs	2Story	4	5	1,970	1,970	Gable	CompShg	CemntBd	CmentBd	null	0	TA	TA	CBlock	TA	TA	No	Rec	408	Unf	0	138	546	GasA	TA	Y	SBrkr	546	546	1,092	0	0	1	1	3	1	TA	5	Typ	0	null	CarPort	1,970	Unf	1	286	TA	TA	Y	0	0	0	null	null	null	0	12	2,006	WD	Abnorml	87,550
2,919	923,228,210	160	RM	21	1,526	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	Twnhs	2Story	4	5	1,970	1,970	Gable	CompShg	CemntBd	CmentBd	null	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	546	546	GasA	TA	Y	SBrkr	546	546	1,092	0	0	1	1	3	1	TA	5	Typ	0	null	null	null	null	0	0	null	null	Y	0	34	0	null	GdPrv	null	0	6	2,006	WD	Normal	79,500
2,920	923,228,260	160	RM	21	1,936	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	Twnhs	2Story	4	7	1,970	1,970	Gable	CompShg	CemntBd	CmentBd	null	0	TA	TA	CBlock	TA	TA	No	Unf	0	Unf	0	546	546	GasA	Gd	Y	SBrkr	546	546	1,092	0	0	1	1	3	1	TA	5	Typ	0	null	null	null	null	0	0	null	null	Y	0	0	0	null	null	null	0	6	2,006	WD	Normal	90,500
2,921	923,228,310	160	RM	21	1,894	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	MeadowV	Norm	Norm	TwnhsE	2Story	4	5	1,970	1,970	Gable	CompShg	CemntBd	CmentBd	null	0	TA	TA	CBlock	TA	TA	No	Rec	252	Unf	0	294	546	GasA	TA	Y	SBrkr	546	546	1,092	0	0	1	1	3	1	TA	6	Typ	0	null	CarPort	1,970	Unf	1	286	TA	TA	Y	0	24	0	null	null	null	0	4	2,006	WD	Abnorml	71,000
2,922	923,229,110	90	RL	55	12,640	Pave	null	IR1	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	Duplex	1Story	6	5	1,976	1,976	Gable	CompShg	Plywood	Plywood	null	0	TA	TA	CBlock	TA	TA	Gd	Rec	936	LwQ	396	396	1,728	GasA	TA	Y	SBrkr	1,728	0	1,728	0	0	2	0	4	2	TA	8	Typ	0	null	Attchd	1,976	Unf	2	574	TA	TA	Y	40	0	0	null	null	null	0	7	2,006	WD	Normal	150,900
2,923	923,230,040	90	RL	63	9,297	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	Duplex	1Story	5	5	1,976	1,976	Gable	CompShg	Plywood	Plywood	null	0	TA	TA	CBlock	TA	TA	No	ALQ	1,606	Unf	0	122	1,728	GasA	TA	Y	SBrkr	1,728	0	1,728	2	0	2	0	4	2	TA	8	Typ	0	null	Detchd	1,976	Unf	2	560	TA	TA	Y	0	0	0	null	null	null	0	7	2,006	WD	Family	188,000
2,924	923,250,060	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	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	null	null	null	0	5	2,006	WD	Normal	160,000
2,925	923,251,180	20	RL	160	20,000	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	1Story	5	7	1,960	1,996	Gable	CompShg	VinylSd	VinylSd	null	0	TA	TA	CBlock	TA	TA	No	ALQ	1,224	Unf	0	0	1,224	GasA	Ex	Y	SBrkr	1,224	0	1,224	1	0	1	0	4	1	TA	7	Typ	1	TA	Detchd	1,960	Unf	2	576	TA	TA	Y	474	0	0	null	null	null	0	9	2,006	WD	Abnorml	131,000
2,926	923,275,080	80	RL	37	7,937	Pave	null	IR1	Lvl	AllPub	CulDSac	Gtl	Mitchel	Norm	Norm	1Fam	SLvl	6	6	1,984	1,984	Gable	CompShg	HdBoard	HdBoard	null	0	TA	TA	CBlock	TA	TA	Av	GLQ	819	Unf	0	184	1,003	GasA	TA	Y	SBrkr	1,003	0	1,003	1	0	1	0	3	1	TA	6	Typ	0	null	Detchd	1,984	Unf	2	588	TA	TA	Y	120	0	0	null	GdPrv	null	0	3	2,006	WD	Normal	142,500
2,927	923,276,100	20	RL	null	8,885	Pave	null	IR1	Low	AllPub	Inside	Mod	Mitchel	Norm	Norm	1Fam	1Story	5	5	1,983	1,983	Gable	CompShg	HdBoard	HdBoard	null	0	TA	TA	CBlock	Gd	TA	Av	BLQ	301	ALQ	324	239	864	GasA	TA	Y	SBrkr	902	0	902	1	0	1	0	2	1	TA	5	Typ	0	null	Attchd	1,983	Unf	2	484	TA	TA	Y	164	0	0	null	MnPrv	null	0	6	2,006	WD	Normal	131,000
2,928	923,400,125	85	RL	62	10,441	Pave	null	Reg	Lvl	AllPub	Inside	Gtl	Mitchel	Norm	Norm	1Fam	SFoyer	5	5	1,992	1,992	Gable	CompShg	HdBoard	Wd Shng	null	0	TA	TA	PConc	Gd	TA	Av	GLQ	337	Unf	0	575	912	GasA	TA	Y	SBrkr	970	0	970	0	1	1	0	3	1	TA	6	Typ	0	null	null	null	null	0	0	null	null	Y	80	32	0	null	MnPrv	Shed	700	7	2,006	WD	Normal	132,000
2,929	924,100,070	20	RL	77	10,010	Pave	null	Reg	Lvl	AllPub	Inside	Mod	Mitchel	Norm	Norm	1Fam	1Story	5	5	1,974	1,975	Gable	CompShg	HdBoard	HdBoard	null	0	TA	TA	CBlock	Gd	TA	Av	ALQ	1,071	LwQ	123	195	1,389	GasA	Gd	Y	SBrkr	1,389	0	1,389	1	0	1	0	2	1	TA	6	Typ	1	TA	Attchd	1,975	RFn	2	418	TA	TA	Y	240	38	0	null	null	null	0	4	2,006	WD	Normal	170,000
2,930	924,151,050	60	RL	74	9,627	Pave	null	Reg	Lvl	AllPub	Inside	Mod	Mitchel	Norm	Norm	1Fam	2Story	7	5	1,993	1,994	Gable	CompShg	HdBoard	HdBoard	BrkFace	94	TA	TA	PConc	Gd	TA	Av	LwQ	758	Unf	0	238	996	GasA	Ex	Y	SBrkr	996	1,004	2,000	0	0	2	1	3	1	TA	9	Typ	1	TA	Attchd	1,993	Fin	3	650	TA	TA	Y	190	48	0	null	null	null	0	11	2,006	WD	Normal	188,000