Split (1)

train · 5.11k rows

Size int64 720 4.5k	Rooms int64 1 6	Bathrooms float64 1 5	Age int64 0 60	Zone large_stringclasses 19 values	School_Rating float64 1 10	Beach_Distance float64 0.1 50	Flood_Zone large_stringclasses 3 values	Price int64 200k 5.65M	Price_Per_SqFt float64 53.4 2.92k	Rooms_Per_SqFt float64 0.5 5.97
2,573	3	1.5	0	Urban-Inland	7	1.7	VE	1,635,740	635.73	1.17
1,155	6	3.5	29	Suburban	3	12.1	AE	1,663,472	1,440.24	5.19
2,292	6	2	47	Suburban	7	41.8	X	1,201,295	524.13	2.62
3,567	2	3	13	Rural	4	33.6	AE	2,234,671	626.48	0.56
1,486	5	3	18	Urban-Inland	9	49.7	VE	2,913,653	1,960.74	3.36
1,057	5	2.5	48	Rural	5	41.7	X	1,594,544	1,508.56	4.73
1,988	5	1.5	40	Urban-Coastal	3	14.2	AE	1,285,810	646.79	2.52
2,230	5	2	37	Suburban	9	12.5	VE	726,514	325.79	2.24
2,231	5	4	12	Urban-Coastal	10	3.9	X	2,386,464	1,069.68	2.24
2,844	3	2	40	Urban-Coastal	5	45.6	X	2,411,950	848.08	1.05
1,761	5	2	21	Urban-Coastal	2	18.7	AE	2,917,265	1,656.6	2.84
2,984	6	1.5	15	Rural	1	34.5	VE	1,170,404	392.23	2.01
2,474	6	2	16	Suburban	10	20.5	VE	1,494,325	604.01	2.43
2,097	2	2.5	15	Urban-Inland	10	3.9	X	1,561,876	744.81	0.95
3,410	6	2.5	17	Rural	9	31.4	AE	1,868,187	547.86	1.76
3,582	4	2.5	4	Urban-Coastal	10	35.4	X	2,079,493	580.54	1.12
3,256	6	1	19	Rural	5	24.8	X	504,940	155.08	1.84
3,577	3	3	11	Urban-Coastal	6	49.2	AE	355,727	99.45	0.84
1,702	6	3	40	Rural	5	25.6	AE	433,080	254.45	3.53
2,594	2	4	48	Urban-Coastal	1	2.3	X	1,164,056	448.75	0.77
1,476	5	3.5	22	Suburban	9	31.2	VE	1,847,506	1,251.7	3.39
2,338	4	2.5	35	Urban-Inland	1	3.6	X	2,724,180	1,165.18	1.71
2,316	3	2.5	24	Urban-Inland	3	19.7	AE	718,536	310.25	1.3
2,990	2	3.5	29	Urban-Inland	1	3.2	X	1,366,618	457.06	0.67
1,081	4	2.5	24	Urban-Coastal	7	40.4	VE	2,043,550	1,890.43	3.7
2,651	3	4	44	Rural	2	10.7	X	2,925,745	1,103.64	1.13
3,044	6	3.5	48	Rural	3	16.1	AE	708,211	232.66	1.97
3,979	5	4	0	Rural	3	41.3	AE	1,573,167	395.37	1.26
2,800	4	4	7	Urban-Coastal	2	6.2	X	2,590,894	925.32	1.43
2,959	6	3.5	6	Urban-Inland	1	14.7	AE	313,956	106.1	2.03
3,965	3	2	39	Urban-Coastal	2	47.5	AE	2,383,452	601.12	0.76
1,185	3	1.5	23	Urban-Coastal	3	28.2	AE	1,144,369	965.71	2.53
1,882	5	4	31	Urban-Coastal	2	24.6	VE	1,346,133	715.27	2.66
3,720	2	3.5	16	Suburban	4	48.7	AE	774,632	208.23	0.54
2,382	6	1	16	Rural	3	11.6	AE	298,773	125.43	2.52
2,420	2	2.5	37	Suburban	4	29.4	X	2,589,059	1,069.86	0.83
1,440	3	2	49	Rural	8	24.6	AE	266,719	185.22	2.08
1,863	3	2	21	Rural	9	25.4	VE	875,964	470.19	1.61
2,692	6	3	47	Suburban	10	19.3	VE	1,349,022	501.12	2.23
3,954	3	1.5	30	Urban-Coastal	2	31.5	VE	2,502,586	632.93	0.76
2,301	6	1.5	37	Rural	5	20.1	AE	2,377,027	1,033.04	2.61
1,376	5	1	18	Rural	2	18.5	AE	231,861	168.5	3.63
1,530	4	3.5	32	Urban-Coastal	9	13	VE	2,078,348	1,358.4	2.61
3,845	5	4	43	Suburban	9	49.4	AE	1,091,198	283.8	1.3
1,691	6	4	7	Suburban	7	9.9	VE	2,569,353	1,519.43	3.55
2,512	4	2.5	28	Suburban	5	46.3	VE	218,825	87.11	1.59
1,731	2	4	42	Urban-Inland	4	32	AE	1,806,669	1,043.71	1.16
1,625	6	4	44	Urban-Coastal	2	30	AE	1,386,764	853.39	3.69
3,744	6	2	0	Urban-Inland	2	10.6	VE	1,947,776	520.24	1.6
1,974	6	2	36	Urban-Coastal	10	39.4	X	2,681,020	1,358.17	3.04
1,699	3	2.5	31	Rural	2	46	VE	2,538,350	1,494.03	1.77
2,937	5	3	16	Rural	4	38.4	AE	2,068,032	704.13	1.7
1,355	2	4	31	Urban-Coastal	9	13.7	AE	332,069	245.07	1.48
2,034	3	4	12	Urban-Coastal	2	18.6	AE	2,401,516	1,180.69	1.47
3,399	3	1.5	37	Suburban	7	31.3	VE	1,059,704	311.77	0.88
1,881	4	1.5	2	Suburban	7	29.3	X	1,950,058	1,036.71	2.13
3,125	5	2	42	Rural	9	12.5	VE	662,371	211.96	1.6
3,123	6	2	40	Rural	3	4	AE	976,653	312.73	1.92
2,590	2	3	38	Urban-Inland	8	11.9	VE	1,359,149	524.77	0.77
3,328	3	1.5	11	Urban-Inland	3	39.5	AE	2,353,010	707.03	0.9
3,021	5	3.5	36	Suburban	6	5.7	VE	1,303,355	431.43	1.66
2,859	3	3.5	27	Rural	7	20.7	AE	515,879	180.44	1.05
1,723	5	2.5	32	Rural	1	44.8	VE	1,851,004	1,074.29	2.9
1,855	2	3.5	12	Rural	10	17.4	VE	1,744,251	940.3	1.08
1,012	2	1.5	37	Suburban	8	6	X	759,145	750.14	1.98
1,333	5	3	45	Urban-Inland	8	24.3	AE	460,528	345.48	3.75
3,040	3	3.5	37	Urban-Coastal	4	39.3	VE	2,966,918	975.96	0.99
2,129	4	2.5	14	Urban-Inland	5	40.4	VE	1,200,427	563.85	1.88
1,628	2	3.5	47	Urban-Inland	10	37	AE	1,293,817	794.73	1.23
2,505	2	3.5	23	Urban-Coastal	1	5.9	X	1,454,843	580.78	0.8
1,275	6	2.5	0	Suburban	7	47.5	VE	1,165,928	914.45	4.71
2,332	2	2.5	2	Urban-Inland	7	12.2	X	663,547	284.54	0.86
1,089	6	2.5	28	Urban-Coastal	1	43.9	X	1,003,525	921.51	5.51
2,188	6	2.5	35	Suburban	8	13.9	AE	550,926	251.79	2.74
2,730	4	2.5	26	Urban-Coastal	8	47.2	VE	835,127	305.91	1.47
2,002	3	1	44	Suburban	8	2.4	X	2,389,709	1,193.66	1.5
2,415	2	3.5	33	Suburban	6	27.1	AE	1,847,193	764.88	0.83
1,501	5	1.5	11	Urban-Coastal	10	12.6	VE	2,967,726	1,977.17	3.33
2,892	2	3	33	Urban-Coastal	2	41.5	X	569,833	197.04	0.69
2,824	4	4	15	Urban-Inland	8	22.9	AE	2,566,604	908.85	1.42
2,119	3	1	21	Urban-Coastal	9	39	X	357,946	168.92	1.42
2,387	6	2.5	24	Suburban	3	25.7	AE	1,828,782	766.14	2.51
3,559	5	2	49	Urban-Inland	8	21.5	VE	547,578	153.86	1.4
3,206	3	1.5	15	Rural	4	10.4	X	1,625,172	506.92	0.94
2,997	6	4	39	Rural	1	13.5	VE	1,837,869	613.24	2
1,748	5	3	24	Urban-Inland	5	8.3	X	1,140,141	652.25	2.86
1,160	6	2.5	49	Suburban	7	30.5	X	2,622,382	2,260.67	5.17
1,355	4	3	15	Rural	2	28.4	X	2,105,076	1,553.56	2.95
2,419	3	3	0	Urban-Inland	7	38.7	X	2,529,834	1,045.82	1.24
1,623	3	2.5	29	Rural	1	16	X	2,273,865	1,401.03	1.85
2,404	3	2.5	12	Urban-Inland	3	18.4	X	646,989	269.13	1.25
3,455	2	1	9	Urban-Coastal	1	49.1	AE	412,846	119.49	0.58
3,716	2	2.5	9	Urban-Inland	6	24.5	VE	970,447	261.15	0.54
3,797	6	3	11	Urban-Inland	6	24.3	VE	607,893	160.1	1.58
1,252	5	3.5	18	Suburban	7	25.5	VE	742,946	593.41	3.99
1,986	6	3	25	Urban-Inland	3	39.5	X	2,781,850	1,400.73	3.02
3,479	6	1.5	8	Urban-Inland	7	33.3	VE	1,883,726	541.46	1.72
2,098	5	1	17	Suburban	9	40.3	X	2,439,545	1,162.8	2.38
3,547	3	2.5	30	Suburban	6	32.8	X	1,903,081	536.53	0.85
1,742	4	4	37	Urban-Coastal	10	31.1	AE	1,091,206	626.41	2.3

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