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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 ⌀
50	6,000	6	7	1,940	1,989	1,014	658	0	1,672	1	1	3	1	6	1	0	11	0	0	0	0	0	7	2,008	164,900
20	8,314	5	7	1,982	1,982	816	0	0	816	1	0	2	1	5	0	168	0	0	0	0	0	0	6	2,007	124,500
20	7,242	7	5	2,005	2,006	1,270	0	0	1,270	2	0	2	1	6	0	0	96	0	0	0	0	0	7	2,007	175,900
50	6,120	7	5	1,931	1,950	1,022	752	0	1,774	2	0	2	2	8	2	90	0	205	0	0	0	0	4	2,008	129,900
20	13,377	6	5	2,006	2,006	1,846	0	0	1,846	2	0	3	1	7	1	0	32	0	0	0	0	0	7	2,006	233,555
50	6,956	4	7	1,948	1,950	624	312	0	936	1	0	3	1	5	0	0	0	0	0	0	0	0	4	2,006	97,900
160	4,447	7	5	2,003	2,003	530	550	0	1,080	2	1	2	1	4	0	0	50	0	0	0	0	0	7	2,006	139,000
50	7,150	4	4	1,955	1,955	1,040	500	0	1,540	1	0	4	1	7	0	0	0	0	0	0	0	0	8	2,007	115,000
20	10,402	7	5	2,009	2,009	1,226	0	0	1,226	2	0	3	1	6	0	0	36	0	0	0	0	0	5	2,010	198,900
75	6,300	6	6	1,914	2,001	742	742	0	1,484	2	0	3	1	9	1	0	291	134	0	0	0	0	6	2,008	128,000
50	6,000	4	6	1,936	1,950	757	567	0	1,324	1	0	3	1	6	0	0	0	0	0	0	0	0	7	2,009	128,000
20	16,737	9	5	2,004	2,005	1,980	0	0	1,980	2	0	3	1	8	1	194	45	0	0	0	0	0	9	2,006	315,000
20	7,862	6	5	2,009	2,009	1,218	0	0	1,218	2	0	2	1	4	0	0	102	0	0	0	0	0	9	2,009	208,300
160	2,308	6	6	1,976	1,976	804	744	0	1,548	2	1	3	1	7	1	48	0	0	0	0	0	0	7	2,007	155,000
20	13,072	7	5	2,004	2,005	1,114	0	0	1,114	1	1	3	1	6	0	248	102	0	0	0	0	0	5	2,009	159,000
20	8,640	8	5	2,007	2,007	1,338	0	0	1,338	2	0	3	1	6	0	0	141	0	0	0	0	0	11	2,007	208,900
160	2,364	6	5	1,978	1,978	855	601	0	1,456	2	1	3	1	6	1	147	0	0	0	0	0	0	4	2,009	138,000
60	7,415	6	5	2,004	2,004	864	729	0	1,593	2	1	3	1	8	1	100	75	0	0	0	0	0	4	2,008	193,000
75	9,660	8	5	1,997	1,997	1,182	1,017	0	2,199	2	1	3	1	9	1	0	131	0	0	0	0	0	9	2,008	284,500
160	2,308	6	5	1,974	1,974	855	467	0	1,322	2	1	3	1	6	1	260	0	0	0	0	0	0	6	2,009	147,000
20	10,206	8	5	2,008	2,008	1,658	0	0	1,658	2	1	3	1	7	1	144	44	0	0	0	0	0	9	2,009	257,500
20	10,180	5	6	1,968	1,968	1,044	0	0	1,044	1	1	3	1	5	1	200	48	0	0	0	0	450	6	2,008	139,000
50	3,500	3	5	1,945	1,950	442	228	0	670	1	0	2	1	4	0	0	21	0	0	0	0	2,000	7	2,007	64,000
45	6,120	5	7	1,939	1,950	884	0	0	884	1	0	2	1	5	0	0	0	136	0	0	0	0	7	2,007	113,000
20	9,535	5	5	1,967	1,967	1,458	0	0	1,458	1	1	3	1	7	1	284	0	0	0	0	0	0	7	2,006	165,000
120	4,224	5	7	1,976	1,976	1,060	0	0	1,060	1	0	3	1	6	1	100	110	0	0	0	0	0	6	2,007	129,900
50	13,710	5	5	1,950	1,950	910	648	0	1,558	1	1	4	1	6	0	289	0	0	0	0	0	0	6	2,007	152,000
85	6,723	5	7	1,971	1,971	796	0	0	796	1	0	2	1	5	0	129	0	0	0	0	0	0	9	2,007	138,000
90	8,250	6	7	1,981	1,981	964	918	0	1,882	2	0	4	2	8	2	0	0	0	0	0	0	0	5	2,009	160,000
50	6,060	4	5	1,939	1,950	772	351	0	1,123	1	0	3	1	4	0	0	0	140	0	0	0	0	6	2,007	100,000
60	8,320	7	5	2,004	2,004	770	812	0	1,582	2	1	3	1	6	0	0	45	0	0	0	0	0	9	2,008	185,900
20	9,717	5	6	1,950	1,996	1,078	0	0	1,078	1	0	2	1	5	0	366	0	112	0	0	0	0	4	2,010	142,125
50	9,600	5	6	1,948	1,950	1,226	442	0	1,668	1	0	3	1	6	0	0	0	140	0	0	0	0	5	2,006	135,000
60	13,215	8	5	2,004	2,004	1,426	488	0	1,914	2	1	3	1	9	1	168	127	0	0	0	0	0	2	2,006	279,000
60	10,274	6	7	1,986	1,986	698	702	0	1,400	2	1	3	1	6	0	0	48	0	0	0	0	0	7	2,009	162,000
20	10,667	6	6	1,971	1,971	1,587	0	0	1,587	2	0	3	1	7	1	0	44	0	0	0	0	0	3	2,007	167,300
50	10,410	4	5	1,915	1,950	1,313	0	1,064	2,377	2	0	3	1	8	1	0	0	432	0	0	0	0	6	2,009	142,900
60	9,978	6	6	1,998	1,998	926	678	0	1,604	2	1	3	1	7	1	360	36	0	0	0	0	0	6	2,010	195,500
120	3,640	8	5	1,980	1,980	1,036	0	0	1,036	1	0	1	1	4	1	133	108	0	0	0	0	0	9	2,006	188,000
90	7,040	5	5	1,979	1,979	1,229	0	0	1,229	0	2	2	2	6	2	120	0	0	0	0	0	0	6	2,009	148,325
20	12,030	8	5	2,007	2,007	1,694	0	0	1,694	2	0	3	1	7	0	168	228	0	0	0	0	0	12	2,007	318,000
85	7,400	5	5	1,984	1,984	1,126	0	0	1,126	1	0	2	1	5	0	178	0	0	0	0	0	0	3	2,008	152,000
60	8,000	6	5	1,995	1,996	773	885	0	1,658	2	1	3	1	8	1	224	84	0	0	0	0	0	6	2,008	188,000
70	10,440	5	8	1,904	2,002	958	581	0	1,539	2	0	3	1	8	1	70	78	68	0	0	0	0	6	2,008	157,500
80	19,296	6	5	1,962	1,962	1,382	0	0	1,382	1	0	3	1	6	1	0	0	252	0	0	0	0	5	2,009	176,000
60	12,227	6	7	1,977	1,995	1,542	1,330	0	2,872	2	1	4	1	11	1	550	282	0	0	0	0	0	7	2,008	272,000
60	7,399	7	5	1,997	1,998	975	975	0	1,950	2	1	3	1	7	1	0	10	0	0	198	0	0	6	2,007	239,000
70	6,000	6	6	1,939	1,950	608	624	0	1,232	1	1	3	1	6	2	0	0	0	0	0	0	0	2	2,007	128,000
60	11,143	8	5	2,004	2,005	1,580	886	0	2,466	3	0	4	1	8	1	159	214	0	0	0	0	0	12	2,007	340,000
60	12,003	8	5	2,009	2,010	774	1,194	0	1,968	2	1	4	1	8	1	0	75	0	0	0	0	0	5	2,010	269,500
60	8,640	7	5	2,009	2,009	764	783	0	1,547	2	1	3	1	7	0	169	45	0	0	0	0	0	6	2,010	215,200
30	4,060	5	8	1,922	1,950	864	0	0	864	1	0	2	1	4	0	0	96	0	0	0	0	0	7	2,009	99,900
20	16,012	4	4	1,954	1,968	1,482	0	0	1,482	2	0	3	1	6	1	0	30	0	0	0	0	0	10	2,006	125,000
50	9,140	6	5	1,921	1,975	727	380	0	1,107	1	0	2	1	5	0	0	56	0	0	200	0	0	4	2,010	110,000
20	17,778	8	5	1,981	1,981	2,497	0	0	2,497	2	0	2	1	7	2	266	0	0	0	0	0	0	3	2,007	373,000
20	8,197	6	5	1,977	1,977	1,285	0	0	1,285	1	1	3	1	7	1	138	0	0	0	0	0	0	4	2,007	143,500
60	11,839	7	5	1,990	1,990	1,532	797	0	2,329	2	1	4	1	10	1	192	121	0	0	0	0	0	5	2,008	262,280
60	12,438	6	5	1,995	1,995	795	704	0	1,499	2	1	3	1	6	1	413	91	0	0	0	0	0	8	2,006	187,000
90	10,307	6	5	1,910	1,950	972	972	0	1,944	2	0	4	2	12	0	0	28	169	0	0	0	0	6	2,009	103,500
20	8,540	5	8	1,956	2,003	925	0	0	925	1	0	3	1	5	0	152	0	0	0	0	0	0	6	2,007	127,000
60	11,287	7	6	1,989	1,989	1,175	807	0	1,982	2	1	3	1	7	1	0	84	0	196	0	0	0	1	2,007	228,500
20	6,410	4	5	1,959	1,959	876	0	0	876	1	0	3	1	5	0	0	0	0	0	0	0	0	3	2,009	85,000
20	8,516	4	6	1,958	2,006	1,093	0	0	1,093	1	0	2	1	5	0	0	0	0	0	0	0	0	5	2,008	115,500
20	7,740	9	5	2,006	2,006	1,686	0	0	1,686	2	0	1	1	6	1	266	100	0	0	0	0	0	6	2,006	332,200
20	8,092	6	8	1,954	2,000	1,050	0	0	1,050	1	0	3	1	6	0	0	0	0	0	0	0	0	6	2,006	156,000
20	12,291	10	5	2,007	2,007	1,966	0	0	1,966	2	0	1	1	6	1	76	52	0	0	0	0	0	10	2,007	419,005
20	9,000	7	5	2,006	2,007	1,335	0	0	1,335	2	0	3	1	6	0	0	210	0	0	0	0	0	6	2,007	210,400
60	11,184	6	5	1,998	1,998	932	701	0	1,633	2	1	3	1	7	1	0	39	0	0	0	0	0	4	2,008	183,000
190	10,320	3	3	1,915	1,950	808	536	0	1,344	2	0	3	2	8	0	42	0	204	0	0	0	0	5	2,008	82,375
60	10,732	8	5	2,006	2,007	1,298	530	0	1,828	2	1	3	1	7	0	0	40	0	0	0	0	0	2	2,007	250,000
60	12,891	8	5	2,002	2,002	878	1,126	0	2,004	2	1	4	1	8	1	0	48	0	0	0	0	0	7	2,009	257,500
30	7,030	4	6	1,925	1,950	641	0	0	641	1	0	2	1	4	0	184	0	70	0	0	0	0	3	2,006	85,000
50	7,200	6	5	1,954	1,954	854	424	0	1,278	1	0	4	1	6	0	0	0	0	0	0	0	0	4	2,008	127,500
85	7,838	5	5	1,967	1,967	900	0	0	900	1	0	3	1	6	1	175	144	0	0	0	0	0	12	2,006	123,000
20	8,769	7	5	2,005	2,005	1,190	0	0	1,190	2	0	2	1	5	0	100	41	0	0	0	0	0	10	2,007	173,500
60	13,355	7	6	1,971	1,971	845	825	0	1,670	1	1	4	1	7	0	0	0	0	0	0	0	0	5	2,008	170,000
20	10,625	7	5	2,006	2,007	1,662	0	0	1,662	2	0	3	1	8	1	168	120	0	0	0	0	0	3	2,009	291,000
20	17,500	7	8	1,959	2,002	1,902	0	0	1,902	2	0	3	1	7	2	0	207	162	0	0	0	0	5	2,010	335,000
120	3,182	7	5	2,005	2,006	1,145	0	0	1,145	2	0	2	1	5	1	100	16	0	0	0	0	0	9	2,009	160,200
60	10,667	7	6	1,996	1,996	827	834	0	1,661	2	1	3	1	6	1	158	61	0	0	0	0	0	4	2,009	212,000
50	8,741	6	4	1,945	1,950	798	689	0	1,487	1	1	3	1	7	1	0	140	0	0	0	0	0	4	2,010	113,000
120	4,426	6	5	2,004	2,004	848	0	0	848	1	0	1	1	3	0	160	0	0	0	0	0	0	5	2,010	143,000
60	8,158	7	5	2,003	2,003	884	884	0	1,768	2	1	3	1	8	0	0	63	0	0	0	0	0	7	2,008	224,900
80	13,300	7	5	2,004	2,004	744	630	0	1,374	2	1	3	1	7	1	100	0	0	0	0	0	0	6	2,010	184,500
70	7,740	4	7	1,910	1,950	741	622	0	1,363	1	0	3	1	6	0	0	0	0	0	168	0	0	6	2,010	125,500
20	23,730	7	5	1,996	1,997	2,032	0	0	2,032	3	0	3	1	7	0	0	46	192	0	0	0	0	9	2,008	300,000
120	6,264	8	5	1,997	1,997	1,682	0	0	1,682	1	1	1	1	6	1	0	0	0	0	0	0	0	7	2,008	247,900
20	10,950	6	6	1,952	1,952	948	0	0	948	1	0	2	1	5	0	0	48	0	0	0	0	0	4	2,007	125,000
70	7,155	7	8	1,918	1,990	628	600	0	1,228	1	0	3	1	6	1	0	113	0	0	195	0	0	5	2,009	137,000
30	6,120	5	6	1,925	1,999	995	0	0	995	1	0	2	1	5	0	0	15	51	0	0	0	0	3	2,009	115,000
20	9,800	5	7	1,972	1,972	894	0	0	894	1	0	3	1	5	0	256	0	0	0	0	0	0	7	2,006	149,900
20	10,721	6	6	1,959	1,959	1,252	0	0	1,252	1	0	3	1	7	0	0	39	0	0	0	0	0	10	2,008	142,000
50	13,758	7	5	1,990	1,991	1,187	530	0	1,717	2	1	3	1	7	1	168	36	0	0	0	0	0	4	2,007	187,500
190	10,532	5	3	1,960	1,960	1,721	0	0	1,721	2	0	3	1	7	2	50	84	0	0	0	0	0	12	2,008	145,000
60	15,623	10	5	1,996	1,996	2,411	2,065	0	4,476	3	1	4	1	10	2	171	78	0	0	0	555	0	7	2,007	745,000
120	6,240	8	5	2,006	2,007	1,342	0	0	1,342	2	0	2	1	6	1	0	35	0	0	0	0	0	6	2,008	234,250
20	11,050	7	5	1,975	1,975	1,193	0	0	1,193	2	0	3	1	5	1	40	0	0	0	0	0	0	8	2,009	158,000
20	12,864	7	5	2,002	2,002	1,409	0	0	1,409	1	1	1	1	4	1	0	144	0	0	145	0	0	7	2,007	245,000
30	8,765	4	6	1,936	1,950	951	0	0	951	1	0	2	1	6	0	0	28	0	0	0	0	0	4	2,006	106,500
90	11,841	6	5	1,990	1,990	816	0	0	816	1	0	3	1	5	0	0	32	0	0	0	0	0	5	2,007	118,500

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