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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 ⌀
120	7,052	7	5	2,005	2,005	1,364	0	0	1,364	2	0	2	1	6	1	192	36	0	0	0	0	0	6	2,006	185,850
60	10,832	7	5	1,994	1,996	1,086	809	0	1,895	2	1	3	1	7	1	143	46	0	0	0	0	500	10	2,008	194,500
90	8,944	5	5	1,967	1,967	1,584	0	0	1,584	2	0	4	2	8	0	0	152	0	0	0	0	0	4	2,009	124,000
60	7,056	6	5	1,963	1,963	983	813	0	1,796	1	1	4	1	8	1	0	50	0	0	0	0	0	10	2,008	140,000
20	9,680	5	6	1,967	1,967	1,510	0	0	1,510	2	0	3	1	6	0	0	40	0	0	204	0	0	4	2,010	178,900
50	8,470	3	2	1,915	1,982	1,013	0	513	1,526	1	0	2	1	6	0	0	0	156	0	0	0	0	10	2,009	85,000
20	12,299	7	6	1,978	1,985	1,664	0	0	1,664	2	0	3	1	7	1	0	0	0	0	0	0	0	9	2,007	213,000
90	10,530	6	5	1,977	1,977	1,004	0	0	1,004	1	0	2	1	4	0	0	0	0	0	0	0	0	5	2,006	135,000
50	5,925	4	6	1,900	1,950	761	380	0	1,141	1	0	3	1	6	0	0	0	96	0	0	0	0	5	2,007	85,000
60	23,257	7	5	2,006	2,006	887	1,134	0	2,021	2	1	3	1	9	1	0	100	0	0	0	0	0	9	2,006	274,725
60	8,965	7	5	2,003	2,003	806	683	0	1,489	2	1	3	1	8	1	0	75	0	0	0	0	0	6	2,009	192,000
20	10,200	5	7	1,954	2,003	1,086	0	0	1,086	1	0	3	1	6	0	0	0	0	0	0	0	0	5	2,010	144,900
20	9,000	6	5	1,956	1,956	1,196	0	0	1,196	1	0	2	1	6	1	0	44	0	0	0	0	0	5	2,008	139,000
20	7,742	5	7	1,966	1,966	955	0	0	955	1	0	3	1	6	0	0	0	0	0	0	0	0	1	2,007	127,000
20	8,402	5	5	2,007	2,007	1,120	0	0	1,120	1	0	3	1	6	0	0	30	0	0	0	0	0	12	2,007	147,000
60	10,852	6	5	2,000	2,000	959	712	0	1,671	2	1	3	1	7	1	0	38	0	0	0	0	0	2	2,006	173,000
20	8,125	4	4	1,971	1,971	858	0	0	858	1	0	3	1	5	0	0	0	0	0	0	0	0	6	2,006	88,000
20	16,280	8	9	1,976	2,007	1,671	0	0	1,671	3	0	3	1	6	1	280	90	0	0	0	0	0	5	2,008	290,000
120	5,122	6	5	2,005	2,005	1,306	0	0	1,306	2	0	1	1	5	1	170	63	0	0	0	0	0	3	2,009	184,500
20	6,853	8	5	2,001	2,002	1,296	0	0	1,296	2	0	2	1	6	0	192	25	0	0	0	0	0	6	2,009	220,000
50	12,180	5	7	1,938	2,007	585	468	0	1,053	1	1	2	1	5	0	42	0	0	0	0	0	0	1	2,008	120,000
20	9,768	5	5	1,955	1,955	960	0	0	960	1	0	2	1	5	0	0	70	0	0	0	0	0	2	2,009	122,000
60	11,692	8	5	1,993	1,994	1,215	1,017	0	2,232	2	1	3	1	8	1	173	165	0	0	0	0	0	10	2,009	263,550
20	14,463	9	5	2,008	2,008	1,641	0	0	1,641	2	0	3	1	7	0	0	95	0	0	0	0	0	1	2,009	316,500
60	9,535	6	5	1,998	1,998	926	678	0	1,604	2	1	3	1	7	0	100	82	0	0	0	0	0	5	2,008	195,500
20	12,464	5	5	1,996	1,996	1,040	0	0	1,040	1	0	3	1	6	0	168	0	0	0	0	0	0	11	2,009	152,000
60	9,660	8	5	1,998	1,998	1,079	897	0	1,976	2	1	3	1	7	1	210	31	0	0	0	0	0	2	2,006	286,000
20	9,830	5	7	1,959	2,006	1,287	0	0	1,287	1	0	3	1	7	1	364	17	0	0	182	0	0	3	2,010	162,000
120	8,773	6	5	2,002	2,002	1,419	0	0	1,419	2	0	2	1	4	0	196	68	0	0	0	0	0	9	2,006	190,000
20	9,900	6	5	1,967	1,967	1,691	0	0	1,691	1	0	2	1	5	0	0	67	260	0	0	0	0	4	2,009	175,000
20	7,407	6	7	1,957	1,996	1,236	0	0	1,236	1	0	2	1	6	0	0	158	158	0	0	0	0	4	2,010	149,700
20	21,750	5	5	1,954	1,954	988	0	0	988	1	0	2	1	4	0	0	0	0	0	0	0	0	2	2,008	113,000
80	11,512	6	7	1,959	2,006	1,357	0	0	1,357	1	0	2	1	5	1	0	0	0	0	163	0	0	5	2,008	177,000
160	2,403	7	5	2,003	2,003	530	550	0	1,080	2	1	2	1	4	0	0	50	0	0	0	0	0	6	2,010	147,110
20	8,430	5	5	1,978	1,978	1,040	0	0	1,040	2	0	3	1	5	0	0	0	0	0	0	0	0	8	2,009	124,000
80	9,967	7	5	2,000	2,000	774	656	0	1,430	2	1	3	1	8	1	100	0	0	0	0	0	0	12	2,007	170,000
20	10,665	7	5	2,003	2,003	1,479	0	0	1,479	2	0	3	1	7	0	144	29	0	0	0	0	0	6	2,007	226,000
50	10,930	5	6	1,945	1,950	1,048	510	0	1,558	1	1	3	1	6	1	0	0	0	0	0	0	0	4	2,008	140,000
160	2,760	6	5	1,973	1,973	525	567	0	1,092	1	1	3	1	6	0	0	0	0	0	0	0	0	12	2,006	105,500
20	9,017	7	5	1,999	1,999	1,431	0	0	1,431	2	0	3	1	6	0	0	35	0	0	0	0	0	9	2,009	192,000
60	14,000	7	5	1,996	1,997	1,306	954	0	2,260	2	1	3	1	7	0	296	44	0	0	0	0	0	4	2,010	328,000
20	16,285	7	5	2,001	2,002	1,430	0	0	1,430	2	0	3	1	6	0	0	33	0	0	0	0	0	6	2,009	187,100
20	10,140	6	6	1,974	1,999	1,309	0	0	1,309	1	1	3	1	5	1	265	0	0	0	0	648	0	1	2,006	181,000
20	8,076	6	6	1,993	1,994	1,169	0	0	1,169	2	0	3	1	6	1	0	26	0	0	144	0	0	7	2,006	183,500
60	11,065	8	5	2,006	2,006	1,120	850	0	1,970	2	1	3	1	8	1	177	74	0	0	0	0	0	10	2,006	281,000
20	9,600	5	6	1,955	1,955	1,150	0	0	1,150	1	0	2	1	6	0	0	0	0	0	175	0	0	10	2,007	144,000
50	7,264	7	7	1,925	2,007	952	596	0	1,548	2	1	3	1	5	0	74	0	0	0	144	0	0	10	2,009	205,000
20	7,800	5	5	1,964	1,964	912	0	0	912	1	0	2	1	5	0	0	0	0	0	0	0	0	11	2,006	115,000
20	14,680	5	4	1,960	1,960	1,273	0	0	1,273	1	0	2	1	5	0	483	0	0	0	115	0	0	6	2,009	155,000
50	9,490	6	7	1,941	1,950	958	620	0	1,578	1	0	3	1	5	2	0	0	32	0	0	0	0	8	2,006	133,000
20	11,327	5	6	1,967	1,967	1,064	0	0	1,064	1	0	3	1	6	1	314	48	0	0	0	0	0	6	2,006	153,600
120	4,435	6	5	2,004	2,004	848	0	0	848	1	0	1	1	3	1	140	0	0	0	0	0	0	5	2,006	155,900
20	13,173	9	5	2,006	2,007	1,652	0	0	1,652	2	0	2	1	6	2	404	102	0	0	0	0	0	11	2,009	325,000
60	10,120	8	5	1,994	1,994	1,203	1,323	0	2,526	2	1	4	1	8	1	309	78	0	0	0	0	0	12	2,006	290,000
20	13,286	9	5	2,007	2,008	1,698	0	0	1,698	2	0	3	1	8	1	327	64	0	0	0	0	0	2	2,009	320,000
20	15,256	8	5	2,007	2,007	1,464	0	0	1,464	2	0	3	1	6	0	168	160	0	0	0	0	0	8	2,007	282,922
20	8,250	5	5	1,968	1,968	1,211	0	0	1,211	1	0	3	1	5	1	0	63	0	0	0	0	0	8	2,008	134,000
20	8,128	6	7	1,954	1,954	1,062	0	0	1,062	1	0	3	1	6	0	0	0	0	0	0	0	0	2	2,009	131,000
50	8,064	6	5	1,950	1,950	765	368	0	1,133	1	0	3	1	5	0	0	0	0	0	231	0	0	12	2,009	128,500
20	11,241	6	7	1,970	1,970	1,004	0	0	1,004	1	0	2	1	5	1	0	0	0	0	0	0	700	3	2,010	149,000
20	9,600	7	5	1,969	1,969	1,164	0	0	1,164	1	1	3	1	6	0	0	0	0	0	0	0	0	7	2,006	140,000
30	25,339	5	7	1,918	2,007	1,416	0	0	1,416	2	0	3	1	7	0	0	0	112	0	0	0	0	8	2,007	112,000
60	11,003	10	5	2,008	2,008	1,026	981	0	2,007	2	1	3	1	10	1	168	52	0	0	0	0	0	4	2,009	310,000
120	3,843	8	5	2,007	2,008	1,648	0	0	1,648	2	0	2	1	5	1	162	53	0	153	0	0	0	8	2,008	294,464
20	9,187	6	5	1,983	1,983	1,080	0	0	1,080	1	1	3	1	5	0	120	0	158	0	0	0	0	6	2,007	134,000
20	9,100	5	4	1,962	1,962	988	0	0	988	1	0	3	1	6	0	0	0	0	0	0	0	0	7	2,006	129,500
60	15,426	6	5	1,997	1,997	928	836	0	1,764	2	1	3	1	7	0	276	99	0	0	0	0	0	8	2,009	231,500
20	7,500	7	5	2,006	2,006	1,141	0	0	1,141	1	1	3	1	6	0	182	0	0	0	0	0	0	6	2,009	152,000
70	9,480	5	7	1,942	1,995	888	756	0	1,644	1	1	3	1	7	2	168	0	0	0	0	0	0	6	2,007	146,500
20	9,533	5	5	1,953	1,953	1,210	0	0	1,210	1	1	2	1	7	0	208	0	100	0	0	0	0	8	2,009	102,900
20	7,200	4	5	1,950	1,950	1,040	0	0	1,040	1	0	2	1	4	0	0	29	0	0	0	0	0	7	2,006	109,900
30	5,900	4	7	1,923	1,958	869	0	0	869	1	0	2	1	4	0	0	0	0	0	0	0	0	8	2,006	85,500
20	8,400	5	5	1,955	1,955	925	0	0	925	1	0	3	1	5	2	81	0	0	0	0	0	0	3	2,007	116,900
60	12,328	8	5	2,005	2,005	1,164	1,377	0	2,541	3	1	4	1	10	1	120	32	0	0	0	0	0	7	2,007	349,265
20	11,040	6	7	1,971	2,004	1,258	0	0	1,258	2	0	3	1	5	0	55	0	0	216	0	0	0	10	2,008	145,000
20	7,200	5	7	1,955	2,007	827	0	0	827	1	0	2	1	5	1	0	0	0	0	0	0	0	4	2,010	107,500
70	8,500	4	4	1,920	1,950	649	668	0	1,317	1	0	3	1	6	0	0	54	172	0	0	0	0	7	2,008	40,000
30	4,608	4	6	1,945	1,950	747	0	0	747	1	0	2	1	4	0	0	0	0	0	0	0	0	6	2,010	80,000
50	12,665	5	8	1,915	1,950	876	540	0	1,416	1	1	4	1	7	1	418	0	194	0	0	0	0	6	2,008	153,900
20	9,317	6	5	2,006	2,006	1,314	0	0	1,314	2	0	3	1	6	1	0	22	0	0	0	0	0	3	2,007	176,432
60	9,000	8	5	2,006	2,006	1,088	871	0	1,959	2	1	3	1	8	1	208	46	0	0	0	0	0	12	2,007	270,000
20	31,250	1	3	1,951	1,951	1,600	0	0	1,600	1	1	3	1	6	0	0	0	135	0	0	0	0	5	2,006	81,500
20	21,579	6	6	1,968	1,968	1,488	0	0	1,488	2	0	3	1	7	2	0	0	216	0	0	0	0	9	2,007	215,000
60	13,204	7	5	2,006	2,007	608	850	0	1,458	2	0	3	1	6	0	100	33	0	0	0	0	0	5	2,007	168,165
20	13,125	6	5	1,997	1,998	1,493	0	0	1,493	2	0	3	1	7	1	140	39	0	0	0	0	0	4	2,008	208,900
30	7,290	7	8	1,921	1,950	1,424	0	0	1,424	2	0	2	1	7	1	0	0	90	0	0	0	0	4	2,008	168,000
120	4,058	7	5	1,998	1,998	767	0	0	767	1	0	1	1	4	0	120	40	0	0	0	0	0	6	2,007	133,000
190	10,800	5	4	1,900	1,970	1,766	648	0	2,414	2	0	3	2	10	1	142	0	0	0	0	0	0	5	2,006	160,000
60	15,896	7	5	1,999	1,999	1,223	1,089	0	2,312	2	1	4	1	8	1	298	0	0	0	0	0	0	5	2,009	245,000
20	36,500	5	5	1,964	1,964	1,582	0	0	1,582	2	0	4	1	7	0	168	198	0	0	0	0	0	6	2,006	190,000
50	8,064	5	7	1,949	2,006	672	252	0	924	1	0	3	1	6	1	0	0	0	0	0	0	2,000	7	2,007	122,900
60	12,589	6	5	2,005	2,005	742	742	0	1,484	2	1	3	1	8	1	36	24	0	0	0	0	0	6	2,009	174,000
60	8,304	6	5	1,997	1,998	941	896	0	1,837	2	1	3	1	7	0	150	165	0	0	0	0	0	7	2,006	187,000
20	13,651	7	6	1,973	1,973	2,223	0	0	2,223	2	0	3	1	8	2	300	0	0	0	0	0	0	2	2,007	244,000
20	9,819	5	5	1,967	1,967	900	0	0	900	1	0	3	1	5	0	0	0	0	0	0	0	0	2	2,010	122,000
45	5,000	5	6	1,941	1,950	803	0	0	803	1	0	2	1	5	0	0	0	244	0	0	0	0	12	2,007	87,000
120	3,316	8	5	2,005	2,005	1,247	0	0	1,247	1	1	1	1	4	1	0	84	0	0	0	0	0	4	2,006	197,000
20	8,800	6	6	1,964	1,964	1,251	0	0	1,251	1	0	3	1	6	2	0	116	0	0	0	0	700	3	2,006	160,000
60	10,990	7	5	1,996	1,997	1,064	1,061	0	2,125	2	1	4	1	12	2	168	0	0	0	0	0	0	6	2,008	279,500
120	6,442	8	5	2,006	2,006	1,370	0	0	1,370	2	0	2	1	6	1	120	49	0	0	0	0	0	10	2,007	202,500

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