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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 ⌀
40	12,144	5	7	1,949	1,950	1,036	0	232	1,268	1	0	3	1	6	1	0	28	0	0	0	0	0	9	2,009	133,000
160	2,268	7	5	2,003	2,004	764	862	0	1,626	2	0	2	1	6	0	0	27	0	0	0	0	0	7	2,009	173,000
50	15,660	5	8	1,910	2,003	810	496	0	1,306	1	1	3	1	6	0	0	0	0	0	0	0	0	7	2,009	130,000
50	7,681	5	6	1,921	1,950	820	523	0	1,343	1	1	3	1	7	1	192	0	102	0	0	0	0	7	2,009	154,900
20	18,559	7	5	1,978	1,978	2,064	0	0	2,064	2	0	3	1	7	2	200	0	0	0	0	0	0	8	2,008	235,000
60	8,220	7	5	2,000	2,001	1,008	884	0	1,892	2	1	3	1	8	1	108	0	0	0	0	0	0	7	2,008	226,750
50	8,064	6	8	1,948	2,004	816	408	0	1,224	1	0	3	1	5	0	414	0	0	0	0	0	0	5	2,010	132,000
30	3,636	4	4	1,922	1,950	796	0	0	796	1	0	2	1	5	0	0	0	100	0	0	0	0	1	2,008	55,000
80	10,395	6	6	1,978	1,978	1,032	0	0	1,032	2	0	3	1	6	1	0	0	0	0	0	0	500	7	2,007	148,000
90	10,126	6	5	1,997	1,998	1,838	0	0	1,838	2	0	2	2	8	0	160	67	0	0	0	0	0	7	2,008	185,000
20	9,892	8	5	1,994	1,995	1,803	0	0	1,803	2	1	3	1	6	2	129	64	222	0	0	0	0	2	2,010	285,000
20	13,200	6	6	1,958	1,958	1,570	0	0	1,570	1	0	3	1	5	1	490	0	0	0	0	0	0	5	2,008	166,800
20	9,170	5	7	1,965	1,965	1,214	0	0	1,214	1	0	2	1	6	0	0	0	184	0	0	0	400	4	2,007	140,000
160	1,680	6	5	1,973	1,973	483	504	0	987	1	1	2	1	5	0	52	0	0	0	0	0	0	2	2,008	103,400
50	6,000	6	7	1,929	1,950	950	208	0	1,158	1	0	3	1	5	1	0	0	112	0	0	0	0	7	2,008	120,000
50	7,506	5	8	1,925	1,950	747	412	0	1,159	1	0	3	1	5	0	84	0	96	0	0	0	0	5	2,008	114,000
90	3,000	5	1	1,922	1,950	1,088	1,040	0	2,128	2	0	4	2	11	0	0	56	0	0	0	0	0	9	2,009	62,500
20	8,546	4	5	2,003	2,004	1,121	0	0	1,121	2	0	2	1	5	0	132	64	0	0	0	0	0	3	2,010	140,000
50	6,120	5	6	1,936	1,950	1,067	472	0	1,539	1	1	3	1	5	0	112	0	0	0	0	0	0	4	2,009	141,500
50	7,585	5	3	1,948	1,950	1,002	454	0	1,456	1	0	4	1	7	1	0	0	0	0	0	0	0	8	2,006	91,500
120	4,590	8	5	2,006	2,006	1,554	0	0	1,554	2	0	2	1	6	1	156	73	0	0	0	0	0	8	2,007	209,500
160	2,179	6	5	1,976	1,976	855	601	0	1,456	2	1	3	1	6	1	0	28	0	0	0	0	0	7	2,006	144,000
120	6,472	9	5	2,008	2,008	1,456	0	0	1,456	2	0	2	1	6	1	192	42	0	0	0	0	0	4	2,009	248,500
160	1,680	6	5	1,972	1,972	483	504	0	987	1	1	2	1	5	1	0	0	0	0	0	0	0	6	2,006	94,500
160	8,012	6	5	1,980	1,980	630	636	0	1,266	1	1	2	1	5	2	340	0	0	0	0	0	0	7	2,007	128,000
60	12,474	10	5	2,007	2,008	1,742	590	0	2,332	2	1	3	1	9	1	196	134	0	0	0	0	0	8	2,008	426,000
120	4,426	6	5	2,004	2,004	848	0	0	848	1	0	1	1	3	0	140	0	0	0	0	0	0	2	2,008	145,000
20	9,760	6	7	1,963	1,984	1,395	0	0	1,395	1	0	2	1	7	1	657	0	113	0	240	0	0	5	2,010	192,000
60	12,192	7	5	2,000	2,001	928	895	0	1,823	2	1	3	1	6	0	192	36	0	0	0	0	4,500	5	2,008	235,000
50	6,240	6	5	1,938	1,950	861	548	0	1,409	1	1	3	1	6	1	225	0	84	0	0	0	0	3	2,007	126,000
160	2,117	6	5	2,000	2,000	769	804	0	1,573	2	1	3	1	4	0	0	32	0	0	0	0	0	9	2,007	177,000
20	8,842	5	6	1,954	1,954	992	0	0	992	1	0	3	1	6	0	60	0	56	0	0	0	0	1	2,010	155,891
60	11,606	5	5	1,969	1,969	1,040	1,040	0	2,080	1	2	5	1	9	2	335	0	0	0	0	0	0	9	2,007	135,000
20	13,568	5	5	1,995	1,995	990	0	0	990	1	0	3	1	5	0	224	0	0	0	0	0	0	7	2,006	156,000
50	12,354	6	8	1,920	2,000	684	512	0	1,196	1	0	3	1	7	0	0	46	0	0	0	0	800	8	2,009	110,000
20	17,485	7	5	2,009	2,010	1,508	0	0	1,508	1	0	1	1	5	2	0	0	0	0	0	0	0	1	2,010	308,030
190	7,000	5	7	1,910	1,991	820	527	0	1,347	1	0	3	1	5	0	85	0	148	0	0	0	0	1	2,008	107,500
20	10,800	6	6	1,961	1,992	1,773	0	0	1,773	2	0	3	1	6	2	355	98	0	0	144	0	0	8	2,006	183,000
120	3,196	7	5	2,003	2,004	1,557	0	0	1,557	2	0	2	1	7	1	143	20	0	0	0	0	0	10	2,006	234,000
30	8,550	6	8	1,934	1,950	816	0	0	816	1	0	2	1	4	1	228	0	40	0	0	0	0	7	2,006	129,800
30	8,250	5	7	1,935	1,950	1,032	0	0	1,032	1	0	2	1	6	1	0	0	121	0	0	0	0	6	2,006	125,000
50	4,800	4	5	1,900	1,954	1,157	687	0	1,844	1	0	3	1	9	2	84	0	0	0	0	0	0	1	2,010	80,400
20	11,957	8	5	2,006	2,006	1,574	0	0	1,574	2	0	3	1	7	1	144	104	0	0	0	0	0	7	2,008	232,000
75	11,888	6	6	1,916	1,994	1,445	689	0	2,134	2	0	5	1	10	0	0	60	268	0	0	0	0	7	2,009	214,500
180	3,675	6	5	2,005	2,006	1,072	0	0	1,072	1	0	2	1	5	0	0	44	0	0	0	0	0	10	2,006	142,500
20	7,200	5	8	1,950	2,002	864	0	0	864	1	0	3	1	5	0	194	0	0	0	0	0	0	7	2,007	129,000
20	9,060	5	6	1,957	2,006	1,340	0	0	1,340	1	0	3	1	7	1	116	0	0	180	0	0	0	6	2,007	120,000
20	9,849	7	6	2,007	2,007	1,689	0	0	1,689	2	0	3	1	7	0	0	56	0	0	0	0	0	6	2,007	248,328
20	31,770	6	5	1,960	1,960	1,656	0	0	1,656	1	0	3	1	7	2	210	62	0	0	0	0	0	5	2,010	215,000
60	8,791	6	5	2,003	2,003	864	864	0	1,728	2	1	3	1	7	0	216	56	0	0	0	0	0	5	2,008	207,500
20	8,500	7	5	2,004	2,004	1,422	0	0	1,422	2	0	3	1	7	0	192	60	0	0	0	0	0	11	2,007	179,600
120	3,760	8	5	1,980	1,980	1,235	0	0	1,235	1	0	1	1	4	3	133	78	0	0	0	0	0	5	2,006	214,000
50	11,700	5	6	1,937	1,995	1,265	673	0	1,938	2	0	4	1	7	1	0	40	0	0	0	0	0	7	2,008	198,000
30	4,118	4	4	1,941	1,950	693	0	0	693	1	0	2	1	4	0	0	20	0	0	0	0	0	3	2,006	52,500
60	10,530	7	6	1,993	1,993	1,091	984	0	2,075	2	1	3	1	8	1	235	86	0	0	0	0	0	8	2,007	255,000
190	7,200	6	6	1,910	1,998	1,260	1,031	0	2,291	2	0	4	2	9	1	0	0	0	0	99	0	0	11	2,007	133,900
85	11,782	5	7	1,961	1,995	1,155	0	0	1,155	1	0	3	1	6	0	192	0	0	0	0	0	400	6	2,010	148,000
20	8,532	5	6	1,954	1,990	1,297	0	0	1,297	1	0	3	1	5	1	0	0	0	0	0	0	0	10	2,009	153,000
20	8,700	5	6	1,963	1,963	1,128	0	0	1,128	2	0	3	1	6	0	192	20	123	0	0	0	0	12	2,008	155,000
20	16,905	5	6	1,959	1,959	1,328	0	0	1,328	1	1	2	1	5	2	0	104	0	0	0	0	0	7	2,007	170,000
190	7,082	5	8	1,916	1,995	948	980	0	1,928	2	0	5	2	10	0	0	0	228	0	0	0	0	7	2,006	160,000
80	13,860	8	7	1,972	1,995	2,000	704	0	2,704	2	1	4	1	9	3	269	111	0	0	0	0	0	7	2,009	345,000
60	11,025	9	5	1,993	1,994	1,827	959	0	2,786	2	1	4	1	10	1	294	49	0	0	0	0	0	6	2,008	372,500
20	10,000	8	5	2,006	2,006	1,588	0	0	1,588	2	0	3	1	7	1	144	45	0	0	0	0	0	12	2,007	227,000
60	9,900	7	5	1,968	1,968	1,098	880	0	1,978	2	1	4	1	9	1	0	43	0	0	0	0	0	4	2,008	176,000
50	9,576	6	7	1,945	1,950	885	297	0	1,182	1	1	3	1	5	0	0	0	0	0	0	0	0	5	2,006	120,000
30	8,400	2	5	1,920	1,950	438	0	0	438	1	0	1	1	3	0	0	0	0	0	0	0	0	1	2,009	60,000
120	2,938	7	5	2,002	2,002	1,511	0	0	1,511	2	0	2	1	5	1	130	30	0	0	0	0	0	5	2,006	246,990
20	12,720	10	5	2,003	2,003	2,470	0	0	2,470	1	1	1	1	7	2	154	65	0	0	216	144	0	2	2,008	615,000
20	14,587	9	5	2,008	2,008	1,506	0	0	1,506	2	0	2	1	6	1	0	174	0	0	0	0	0	8	2,008	264,132
20	9,100	5	5	1,960	1,960	1,144	0	0	1,144	1	0	3	1	6	1	0	0	0	0	0	0	0	6	2,007	120,000
20	8,767	7	5	2,005	2,005	1,310	0	0	1,310	2	0	3	1	6	1	0	0	0	0	0	0	0	7	2,006	164,990
20	14,418	9	5	2,007	2,007	1,950	0	0	1,950	2	0	2	1	7	1	156	207	0	0	0	0	0	5	2,008	383,000
20	14,333	8	5	2,007	2,007	2,122	0	0	2,122	2	1	2	1	7	1	130	142	0	0	0	0	0	11	2,007	345,474
120	5,587	8	5	2,008	2,008	1,652	0	0	1,652	2	0	2	1	5	1	162	53	0	153	0	0	0	11	2,008	392,500
20	7,250	6	5	1,993	1,993	1,190	0	0	1,190	2	0	3	1	6	1	0	21	0	0	0	0	0	11	2,009	166,000
30	12,366	3	5	1,945	1,950	729	0	0	729	1	0	2	1	5	0	0	0	23	0	0	0	0	10	2,006	51,689
20	10,172	5	7	1,968	2,003	874	0	0	874	1	0	3	1	5	0	0	120	0	0	0	0	0	10	2,006	126,500
20	10,355	5	5	1,967	1,967	1,214	0	0	1,214	2	0	3	1	5	1	0	111	0	0	0	0	0	7	2,007	143,000
40	6,854	5	7	1,925	1,994	916	144	0	1,060	1	0	1	1	6	1	0	65	0	0	150	0	0	8	2,007	136,500
20	8,172	4	5	1,955	1,955	864	0	0	864	1	0	3	1	5	0	196	0	0	0	0	0	0	10	2,007	79,275
20	7,990	5	6	1,975	1,975	924	0	0	924	1	0	3	1	5	0	0	0	0	0	0	0	0	4	2,008	110,000
60	8,470	8	5	2,002	2,002	972	839	0	1,811	2	1	3	1	7	1	225	48	0	0	0	0	0	10	2,009	235,000
30	10,800	5	7	1,920	1,950	846	0	0	846	1	0	2	1	4	0	0	0	0	0	0	0	0	6	2,009	106,000
20	8,772	7	5	2,005	2,006	1,336	0	0	1,336	2	0	3	1	6	0	136	43	0	0	0	0	0	9	2,006	198,000
60	10,769	8	5	2,007	2,007	866	902	0	1,768	2	1	3	1	7	0	144	105	0	0	0	0	0	4	2,009	212,000
60	9,317	7	5	1,994	2,001	1,029	929	0	1,958	2	1	3	1	7	1	202	93	0	0	0	0	0	7	2,007	220,000
20	8,400	6	9	1,962	2,005	1,537	0	0	1,537	1	1	3	1	7	1	0	36	0	0	0	0	0	7	2,008	174,000
50	12,392	7	9	1,950	2,000	1,218	943	0	2,161	2	1	3	1	8	2	0	96	0	0	0	0	0	4	2,008	263,400
90	8,940	7	5	1,997	1,998	1,344	0	0	1,344	2	0	2	2	8	0	0	0	0	0	0	0	0	11	2,008	209,200
20	7,830	5	5	1,970	1,970	1,180	0	0	1,180	1	1	2	1	6	0	0	45	0	0	0	0	0	3	2,009	128,000
60	10,110	6	5	2,003	2,003	835	861	0	1,696	2	1	3	1	7	0	143	66	0	0	0	0	0	7	2,008	188,000
20	7,332	6	6	1,959	1,959	864	0	0	864	1	0	2	1	4	0	168	0	0	0	0	0	0	10	2,006	120,000
45	12,172	5	7	1,940	1,996	908	0	0	908	1	0	2	1	4	0	284	24	0	0	192	0	0	10	2,007	138,500
160	2,368	5	6	1,970	1,970	765	600	0	1,365	1	1	3	1	7	0	0	36	0	0	0	0	0	5	2,009	125,000
70	6,449	4	1	1,907	1,950	942	942	0	1,884	1	1	4	1	7	0	0	0	239	0	0	0	0	3	2,010	93,369
50	8,170	7	7	1,929	1,950	1,122	549	0	1,671	2	0	4	1	7	1	0	0	0	0	0	0	0	2	2,006	218,000
20	7,500	7	5	2,007	2,008	1,218	0	0	1,218	2	0	2	1	6	0	168	168	0	0	0	0	0	4	2,008	230,348
20	26,073	5	5	1,956	1,956	1,898	0	0	1,898	2	1	3	1	7	2	0	51	224	0	0	0	0	4	2,008	236,500
190	5,687	5	6	1,912	2,000	936	780	0	1,716	2	0	6	1	9	0	0	184	0	0	0	0	0	3	2,008	135,900

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