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train · 183k rows

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MS SubClass int64 20 190 ⌀	Lot Area int64 1.3k 165k ⌀	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 ⌀	1st Flr SF int64 334 4.69k ⌀	2nd Flr SF int64 0 2.07k ⌀	Low Qual Fin SF int64 0 1.06k ⌀	Gr Liv Area int64 334 5.64k ⌀	Full Bath int64 0 4 ⌀	Half Bath int64 0 2 ⌀	Bedroom AbvGr int64 0 6 ⌀	Kitchen AbvGr int64 0 3 ⌀	TotRms AbvGrd int64 2 13 ⌀	Fireplaces int64 0 4 ⌀	Wood Deck SF int64 0 1.42k ⌀	Open Porch SF int64 0 742 ⌀	Enclosed Porch int64 0 584 ⌀	3Ssn Porch int64 0 407 ⌀	Screen Porch int64 0 576 ⌀	Pool Area int64 0 800 ⌀	Misc Val int64 0 12.5k ⌀	Mo Sold int64 1 12 ⌀	Yr Sold int64 2.01k 2.01k ⌀	SalePrice int64 12.8k 745k ⌀
80	8,923	7	5	1,998	1,998	751	631	0	1,382	2	1	3	1	7	1	256	0	0	0	0	0	0	2	2,009	177,500
20	23,580	6	6	1,979	1,979	1,625	0	0	1,625	2	0	3	1	6	1	136	28	0	0	0	0	0	9	2,006	242,500
20	15,498	8	6	1,976	1,976	2,898	0	0	2,898	2	0	2	1	10	1	0	72	174	0	0	0	0	5	2,008	287,000
30	4,853	5	6	1,924	1,999	1,296	0	0	1,296	2	0	2	1	5	1	0	0	36	0	0	0	0	5	2,010	104,000
160	3,951	10	5	1,998	1,999	1,469	924	0	2,393	2	1	2	1	7	1	0	90	0	0	94	0	0	2	2,008	345,000
30	13,360	5	7	1,921	2,006	964	0	0	964	1	0	2	1	5	0	0	0	44	0	0	0	0	8	2,009	163,500
20	13,050	5	6	1,963	1,963	1,000	0	0	1,000	1	0	1	1	4	2	238	0	148	0	0	0	0	4	2,006	164,000
70	11,414	7	8	1,910	1,993	1,136	883	0	2,019	1	0	3	1	8	0	509	135	0	0	0	0	0	10	2,009	167,500
20	9,316	5	5	1,965	1,965	1,020	0	0	1,020	2	0	3	1	5	0	171	0	0	0	0	0	0	5	2,009	124,100
20	10,400	6	5	1,979	1,999	1,353	0	0	1,353	2	0	2	1	5	1	240	141	0	0	0	0	0	8	2,007	192,350
20	17,979	5	6	1,968	1,968	1,160	0	0	1,160	1	0	3	1	6	0	81	0	0	0	0	0	500	2	2,008	152,500
45	5,500	4	6	1,956	1,956	882	0	0	882	1	0	1	1	4	0	0	0	0	0	0	0	0	4	2,007	103,200
120	4,379	8	5	2,004	2,004	1,378	0	0	1,378	2	0	2	1	6	1	160	56	0	0	0	0	0	7	2,007	214,000
20	7,584	5	5	1,953	1,953	1,036	0	0	1,036	1	0	3	1	5	0	120	24	0	0	0	0	0	6	2,008	112,900
20	10,500	4	6	1,971	1,971	864	0	0	864	1	0	2	1	4	0	216	0	0	0	0	0	0	3	2,009	97,000
160	1,526	4	5	1,970	1,970	546	546	0	1,092	1	1	3	1	5	0	0	34	0	0	0	0	0	6	2,006	79,500
60	12,858	9	5	2,009	2,010	1,627	707	0	2,334	2	1	3	1	10	1	144	133	0	0	0	0	0	1	2,010	376,162
20	10,140	7	6	1,967	1,967	1,334	0	0	1,334	2	0	3	1	7	0	0	20	35	0	264	0	0	4	2,006	164,500
20	9,600	5	5	1,967	1,967	1,568	0	0	1,568	1	1	3	1	7	0	160	40	0	0	0	0	0	3	2,009	143,000
20	11,250	6	6	1,977	1,977	1,208	0	0	1,208	1	1	3	1	6	1	198	42	0	0	0	0	0	6	2,006	165,000
90	10,547	5	5	1,978	1,978	1,152	0	0	1,152	2	0	2	2	6	0	0	0	0	0	0	0	0	7	2,009	159,900
120	4,671	8	5	1,988	1,989	1,228	0	0	1,228	2	0	2	1	5	1	168	120	0	0	0	0	0	10	2,008	189,000
30	5,684	6	8	1,930	2,005	813	0	0	813	1	0	2	1	5	0	0	113	0	0	0	0	0	6	2,006	110,000
70	9,670	8	6	1,935	1,950	983	890	0	1,873	1	1	4	1	9	2	0	0	207	0	0	0	0	6	2,008	257,076
50	5,160	6	6	1,927	1,950	1,204	462	0	1,666	1	0	3	1	4	0	0	0	148	0	0	0	0	8	2,009	135,000
20	5,000	1	3	1,946	1,950	334	0	0	334	1	0	1	1	2	0	0	0	0	0	0	0	0	1	2,007	39,300
60	7,023	5	5	2,005	2,006	734	674	0	1,408	2	1	3	1	6	0	0	85	0	0	0	0	0	5	2,007	171,500
20	9,600	5	6	1,956	1,956	1,050	0	0	1,050	1	0	2	1	5	0	0	0	0	0	0	0	0	6	2,009	128,900
60	46,589	8	7	1,994	2,005	1,686	762	0	2,448	2	1	4	1	8	1	517	76	0	0	0	0	0	7	2,009	402,000
60	12,099	8	5	2,004	2,004	1,136	1,332	0	2,468	2	1	4	1	10	1	184	154	0	0	0	0	0	6	2,007	354,000
45	10,594	5	5	1,926	1,950	789	0	0	789	1	0	2	1	5	0	0	0	112	0	0	0	0	6	2,007	96,500
20	10,400	4	5	1,956	1,956	1,200	0	0	1,200	1	0	3	1	6	2	0	189	140	0	0	0	0	11	2,009	144,000
20	8,049	7	5	1,990	1,990	1,339	0	0	1,339	2	0	2	1	6	1	0	58	0	0	90	0	0	7	2,006	180,000
160	1,680	6	5	1,972	1,972	483	465	0	948	1	1	2	1	5	0	0	0	0	0	0	0	0	7	2,006	89,000
80	10,200	5	8	1,970	1,970	904	0	0	904	1	0	3	1	5	0	143	0	0	0	0	0	0	6	2,008	144,000
60	11,800	7	5	2,003	2,004	1,146	1,340	0	2,486	3	1	5	1	10	1	143	32	0	0	0	0	0	7	2,007	279,900
80	9,600	6	6	1,955	1,972	1,520	0	0	1,520	1	0	3	1	7	2	0	0	189	0	0	0	0	3	2,010	153,000
70	24,090	7	7	1,940	1,950	1,207	1,196	0	2,403	2	0	4	1	10	2	56	0	318	0	0	0	0	6	2,010	244,400
190	9,000	5	6	1,951	1,951	1,060	336	0	1,396	2	0	4	2	8	0	0	0	0	0	0	0	0	10	2,006	115,000
20	9,135	7	5	2,002	2,003	1,536	0	0	1,536	2	0	3	1	7	0	192	74	0	0	0	0	0	12	2,008	214,000
50	17,360	6	6	1,949	1,950	1,019	537	0	1,556	2	0	3	1	6	1	0	0	150	0	0	0	0	1	2,010	172,500
20	8,250	5	7	1,963	1,963	1,053	0	0	1,053	1	0	3	1	6	0	240	0	0	0	109	0	0	7	2,007	142,100
20	9,900	5	5	1,961	1,961	1,114	0	0	1,114	1	0	3	1	5	0	0	0	0	0	164	0	0	5	2,008	140,000
90	7,424	5	5	1,978	1,978	1,373	0	0	1,373	1	0	3	1	5	2	0	0	0	0	0	0	0	5	2,010	160,250
70	5,100	8	7	1,925	1,996	833	833	0	1,666	1	0	3	1	7	1	192	63	0	0	0	0	0	6	2,008	161,000
60	12,961	6	5	1,993	1,994	1,152	645	0	1,797	2	1	3	1	7	1	162	312	0	0	0	0	0	3	2,010	231,000
60	18,275	7	8	1,962	1,998	1,900	548	0	2,448	3	0	3	1	9	2	520	102	0	0	0	0	0	9	2,006	277,500
30	5,400	7	6	1,920	2,006	1,027	0	0	1,027	1	0	2	1	5	1	0	28	0	0	0	0	0	2	2,008	120,000
20	10,141	8	5	2,004	2,004	1,512	0	0	1,512	2	0	3	1	6	0	210	36	0	0	0	0	0	1	2,009	203,000
20	8,856	5	4	1,957	1,957	1,176	0	0	1,176	1	0	3	1	6	2	0	88	0	0	95	0	0	5	2,008	136,500
20	11,428	8	5	2,006	2,006	1,634	0	0	1,634	2	0	3	1	7	1	0	44	0	0	0	0	0	5	2,007	250,000
20	14,780	9	5	2,005	2,005	1,868	0	0	1,868	2	0	2	1	7	1	354	56	0	0	156	0	0	6	2,006	415,000
20	14,226	8	5	2,006	2,006	1,973	0	0	1,973	2	0	3	1	9	1	315	45	0	0	0	0	0	7	2,007	395,000
20	11,200	5	5	1,965	1,965	1,040	0	0	1,040	1	0	3	1	5	0	0	0	0	0	0	0	0	2	2,008	129,500
20	8,750	5	6	1,970	1,970	1,002	0	0	1,002	1	0	3	1	5	0	0	0	0	0	0	0	0	8	2,009	148,500
60	16,692	7	5	1,978	1,978	1,392	1,392	0	2,784	3	1	5	1	12	2	0	112	0	0	440	519	2,000	7	2,006	250,000
60	10,616	7	5	2,007	2,007	628	728	0	1,356	2	1	3	1	6	1	100	24	0	0	0	0	0	3	2,008	177,439
60	8,453	6	5	1,995	1,995	754	855	0	1,609	2	1	3	1	6	0	0	70	0	0	0	0	0	4	2,008	182,000
90	11,600	5	5	1,960	1,960	1,105	1,169	0	2,274	2	0	5	2	12	0	0	0	0	0	0	0	0	1	2,010	154,300
85	10,464	6	6	1,980	1,980	1,102	0	0	1,102	1	0	2	1	5	1	140	22	0	0	0	0	0	6	2,006	169,000
20	14,803	10	5	2,007	2,008	2,084	0	0	2,084	2	0	2	1	7	1	188	45	0	0	0	0	0	6	2,008	385,000
70	5,280	4	7	1,895	1,950	825	536	0	1,361	1	0	2	1	6	0	0	123	0	0	0	0	0	7	2,008	89,000
50	6,000	3	7	1,948	2,002	679	504	0	1,183	1	1	2	1	6	0	0	176	0	0	0	0	0	6	2,007	120,000
60	8,396	7	5	2,003	2,003	847	1,139	0	1,986	2	1	4	1	9	1	120	48	0	0	0	0	0	5	2,008	213,000
20	14,684	7	7	1,990	1,991	2,196	0	0	2,196	2	0	3	1	7	1	84	70	0	0	0	0	0	6	2,009	271,900
20	8,780	5	5	1,985	1,985	833	0	0	833	1	0	3	1	5	0	0	0	0	0	0	0	0	3	2,009	112,000
20	9,920	5	5	1,954	1,954	1,063	0	0	1,063	1	0	3	1	6	0	0	0	164	0	0	0	0	2	2,010	128,000
190	10,800	6	7	1,905	2,000	1,221	691	0	1,912	2	0	3	2	7	1	0	25	212	0	0	0	0	4	2,008	163,000
70	9,720	6	7	1,910	2,002	780	741	0	1,521	1	0	4	1	8	0	0	0	238	0	0	0	0	9	2,009	146,500
20	9,600	5	5	1,951	1,951	1,216	0	0	1,216	1	0	3	1	7	0	0	0	0	0	0	0	0	5	2,006	135,000
20	7,180	5	7	1,972	1,972	864	0	0	864	1	0	3	1	5	0	0	0	0	0	0	0	0	5	2,008	127,000
60	8,450	7	5	2,003	2,003	856	854	0	1,710	2	1	3	1	8	0	0	61	0	0	0	0	0	2	2,008	208,500
20	13,072	6	5	2,005	2,006	1,131	0	0	1,131	1	1	3	1	6	0	0	39	0	0	0	0	0	3	2,006	132,000
50	9,350	4	6	1,947	1,979	1,169	0	362	1,531	1	0	3	1	8	1	0	0	0	0	0	0	0	6	2,010	127,000
160	3,604	7	5	2,007	2,007	703	689	0	1,392	2	0	2	1	5	0	0	102	0	0	0	0	0	2	2,008	146,000
60	10,041	8	5	1,992	1,992	927	988	0	1,915	2	1	3	1	8	1	120	150	0	0	0	0	0	2	2,006	220,000
60	12,256	8	5	1,994	1,995	1,500	1,122	0	2,622	2	1	3	1	9	2	186	32	0	0	0	0	0	4	2,010	325,000
70	21,384	5	6	1,923	2,004	1,072	504	0	1,576	1	1	3	1	6	1	0	312	0	0	0	0	0	5	2,009	223,500
70	3,600	5	7	1,930	2,005	687	671	0	1,358	1	1	3	1	6	1	0	32	0	0	0	0	0	7	2,007	124,500
50	10,512	6	6	1,954	1,954	988	638	0	1,626	1	1	3	1	6	0	366	0	0	0	0	0	0	5	2,007	154,000
50	6,000	6	6	1,941	1,950	869	349	0	1,218	1	0	3	1	6	1	0	0	0	0	0	0	0	3	2,007	131,000
120	3,901	6	5	2,005	2,006	1,302	0	0	1,302	1	1	1	1	5	1	110	50	0	0	0	0	0	8	2,007	204,000
20	11,449	8	5	2,007	2,007	1,728	0	0	1,728	2	0	3	1	7	1	0	276	0	0	0	0	0	1	2,008	298,751
90	10,899	4	5	1,964	1,964	1,224	0	0	1,224	2	0	2	2	8	0	0	0	0	0	0	0	0	4	2,007	103,000
80	9,880	6	6	1,977	1,977	1,118	0	0	1,118	1	0	3	1	6	1	203	0	0	0	0	576	0	7	2,008	171,000
20	9,627	7	5	2,007	2,007	1,361	0	0	1,361	2	0	3	1	6	0	0	50	0	0	0	0	0	6	2,008	193,000
50	5,500	5	7	1,929	2,001	926	0	390	1,316	1	0	3	1	6	0	0	0	0	0	0	0	0	4	2,010	130,000
20	6,627	3	6	1,949	1,950	720	0	0	720	1	0	2	1	4	0	0	0	0	0	0	0	0	7	2,008	72,500
90	9,825	5	5	1,965	1,965	1,664	0	0	1,664	2	0	4	2	8	0	0	0	0	0	0	0	0	5	2,010	100,000
20	17,217	5	5	2,006	2,006	1,140	0	0	1,140	1	0	3	1	6	0	36	56	0	0	0	0	0	7	2,006	84,500
50	6,240	4	7	1,929	1,950	624	512	0	1,136	1	0	2	1	6	0	0	365	80	0	0	0	0	8	2,008	123,000
160	1,680	6	5	1,973	1,973	483	504	0	987	1	1	2	1	5	0	0	0	0	0	0	0	0	11	2,008	100,000
70	9,600	5	7	1,910	2,002	768	664	0	1,432	2	0	2	1	7	0	270	0	112	0	0	0	0	5	2,007	132,000
20	9,000	2	3	1,949	1,950	480	0	0	480	0	0	1	1	4	0	0	0	0	0	0	0	0	10	2,006	35,311
60	19,378	7	5	2,005	2,006	1,392	1,070	0	2,462	2	1	4	1	9	1	239	132	0	168	0	0	0	3	2,006	320,000
20	8,760	6	6	1,959	1,959	1,194	0	0	1,194	1	0	3	1	6	0	0	0	120	0	0	0	0	4	2,010	148,000
80	10,482	6	8	1,958	1,958	1,138	0	0	1,138	1	0	3	1	6	0	224	0	0	0	0	0	0	6	2,007	145,000
120	3,907	8	5	1,988	1,988	1,020	0	0	1,020	1	0	1	1	4	0	135	0	0	0	0	0	0	3	2,007	200,000
30	6,060	5	9	1,930	2,007	1,001	0	0	1,001	1	0	2	1	5	0	154	0	42	86	0	0	0	11	2,007	124,900
80	9,638	6	6	1,977	1,977	1,117	0	0	1,117	1	0	3	1	6	1	292	0	0	0	0	0	0	11	2,008	147,000

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