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california_housing

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train · 20.6k rows

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MedInc float64 0.5 15	HouseAge float64 1 52	AveRooms float64 0.85 142	AveBedrms float64 0.33 34.1	Population float64 3 35.7k	AveOccup float64 0.69 1.24k	Latitude float64 32.5 42	Longitude float64 -124.35 -114.31	MedHouseVal float64 0.15 5
1.5817	52	5.438017	1.173554	875	2.410468	37.85	-122.27	1.536
2.2841	52	4.350649	1.077922	152	1.974026	37.85	-122.27	1.063
1.3785	47	4.310345	0.962382	843	2.642633	37.85	-122.27	1.423
2.9018	52	4.621212	1.098485	281	2.128788	37.85	-122.28	1.194
1.73	44	5.02451	0.970588	506	2.480392	37.85	-122.28	1.479
2.2625	48	4.427039	1.038627	1,054	2.261803	37.85	-122.28	1.329
2.2106	35	4.521739	1.012077	1,017	2.456522	37.84	-122.29	1.325
2.6997	52	4.062745	1.062745	1,623	2.121569	37.83	-122.28	1.269
4.0018	14	3.586056	1.174061	3,100	1.511458	37.84	-122.3	1.438
7.8772	52	8.282548	1.049861	947	2.623269	37.83	-122.23	5.00001
11.8603	39	7.911111	0.984127	808	2.565079	37.82	-122.22	5.00001
13.499	42	8.928358	1	1,018	3.038806	37.82	-122.22	5.00001
12.2138	52	9.210227	1.039773	1,001	2.84375	37.82	-122.23	5.00001
8.1872	52	8.268293	1.03252	1,005	2.723577	37.82	-122.23	4.661
12.3804	52	9.122715	1.033943	1,192	3.112272	37.82	-122.23	5.00001
5.8948	52	7.740088	1.0837	585	2.577093	37.83	-122.24	4.578
8.1194	52	7.75	0.987342	916	2.898734	37.83	-122.24	4.716
8.7477	52	9	1.134078	556	3.106145	37.82	-122.23	5.00001
6.155	52	7.048077	0.994231	1,470	2.826923	37.82	-122.24	3.986
5.883	52	6.21608	1.012563	1,104	2.773869	37.82	-122.25	3.407
5.2128	52	5.862934	0.996139	1,242	2.397683	37.76	-122.23	2.899
4.7188	52	7.068536	1.006231	805	2.507788	37.76	-122.23	3.353
5.2915	52	8.123457	1.092593	378	2.333333	37.76	-122.23	3.33
2.6411	52	5.170404	1.053812	481	2.156951	37.77	-122.24	2.41
3.3214	52	4.825	1.11875	409	2.55625	37.77	-122.23	1.896
3.6417	52	4.587131	1.034853	885	2.372654	37.77	-122.24	2.063
3.0161	52	4.673721	0.998236	1,468	2.589065	37.77	-122.25	2.157
3.1771	52	4.827907	1.023256	482	2.24186	37.77	-122.25	2.102
3.4531	52	5.784091	1.212121	825	3.125	37.77	-122.25	2.088
4.3098	52	5.436709	0.993671	429	2.71519	37.77	-122.25	1.979
3.3438	52	4.663462	1.043269	528	2.538462	37.78	-122.26	2.013
2.9213	52	4.837963	1.106481	496	2.296296	37.78	-122.26	1.908
2.6806	52	5.313208	1.056604	718	2.709434	37.78	-122.27	2.079
3.7708	52	4.611321	0.996226	630	2.377358	37.78	-122.27	2.153
3.9444	45	4.087413	0.91958	723	2.527972	37.78	-122.27	2.129
5.2601	13	4.156379	1.100823	959	1.973251	37.78	-122.27	2.927
2.5444	30	4.847953	1.016374	3,668	4.290058	37.79	-122.28	2.75
2.6447	42	5.740845	1.03662	2,037	5.738028	37.77	-122.3	2
2.5762	29	4.048704	1.095051	3,741	2.938727	37.78	-122.28	1.734
1.9427	42	4.136667	1.03	821	2.736667	37.78	-122.29	1.022
2.9688	52	4.230548	1.04611	870	2.507205	37.77	-122.28	2.208
3.75	27	4.137681	1.110766	1,901	1.967909	37.77	-122.28	2.428
5.1702	18	4.333333	1.15083	1,243	1.874811	37.76	-122.29	2.654
2.5139	50	4.547401	0.93578	730	2.232416	37.78	-122.28	2.19
2.9732	52	5.585284	1.170569	793	2.652174	37.77	-122.26	2.821
5.5337	52	5.18894	0.894009	1,033	2.380184	37.77	-122.27	3.72
4.1667	52	4.768595	1.038567	872	2.402204	37.77	-122.27	2.258
2.7115	52	3.741794	1.052516	849	1.857768	37.77	-122.27	2.208
3.3269	52	4.610039	1.079151	1,121	2.164093	37.77	-122.27	2.345
3.2685	52	4.844944	1.029213	872	1.959551	37.77	-122.25	2.542
4.7778	52	5.26936	1.060606	637	2.144781	37.77	-122.26	3.518
4.226	52	5.011765	1.091176	663	1.95	37.77	-122.26	2.75
3.3571	52	7.034884	0.976744	411	2.389535	37.77	-122.26	4.054
2.9899	52	5.077482	1.075061	915	2.215496	37.77	-122.26	2.281
2.875	52	3.874214	1.004193	921	1.930818	37.77	-122.26	2.34
2.3882	43	3.590226	1.067669	585	2.199248	37.77	-122.24	1.625
2.975	43	4.111111	1.054131	2,086	1.981007	37.77	-122.25	2.434
5.1039	52	5.628037	1.013084	1,303	2.435514	37.76	-122.23	2.738
4.1458	52	5.960227	1.051136	374	2.125	37.76	-122.23	2.485
3.4762	52	5.305085	1.09322	979	2.074153	37.76	-122.24	2.44
2.6833	52	4.139013	1.056054	827	1.85426	37.76	-122.24	2.409
5.75	52	6.73913	0.972332	658	2.600791	37.76	-122.23	3.063
3.9632	50	5.753731	1.078358	654	2.440299	37.75	-122.23	2.4
4.9489	45	6.10274	1.061644	384	2.630137	37.75	-122.24	2.471
4.8711	27	5.082811	0.944793	1,499	1.880803	37.75	-122.24	2.866
3.0718	52	5.068966	1.113027	1,128	2.16092	37.76	-122.24	2.667
3.6719	49	4.934959	1.067073	1,110	2.256098	37.76	-122.24	2.298
4.6094	52	6.185542	1.050602	1,119	2.696386	37.76	-122.24	2.293
4.5213	21	5.693117	1.011336	2,930	2.37247	37.73	-122.24	2.284
4.4562	25	4.907692	0.935897	897	2.3	37.74	-122.25	2.062
7.611	5	6.855776	1.061442	7,427	2.732524	37.72	-122.24	3.507
3.2689	31	4.409299	1.051067	2,973	2.266006	37.73	-122.27	2.31
3.567	52	4.550633	1.025316	1,340	2.120253	37.76	-122.25	2.529
3.6875	28	4.65566	1.04717	2,974	2.004043	37.74	-122.27	3.539
4.7695	23	4.93397	1.103388	2,690	2.337098	37.77	-122.27	2.917
3.1972	20	3.546012	1.119632	583	1.788344	37.75	-122.28	1
7.2634	12	7.133034	1.018934	5,781	2.880419	37.77	-122.06	3.416
7.0568	5	7.023438	0.912109	1,738	3.394531	37.73	-122.06	4.125
4.635	36	6.693762	1.077505	1,478	2.793951	37.71	-122.06	2.486
5.3015	40	6.696296	1.118519	746	2.762963	37.71	-122.07	2.549
4.9801	36	6.327473	1.054945	1,235	2.714286	37.71	-122.07	2.415
5.4834	26	6.619835	0.985537	1,411	2.915289	37.72	-122.07	2.952
6.187	31	7.420345	1.019194	1,368	2.62572	37.72	-122.08	3.404
5.6194	32	6.746594	1.002725	1,048	2.855586	37.72	-122.08	2.747
5.4639	35	6.057534	0.958904	1,004	2.750685	37.71	-122.08	2.386
5.1498	35	7.256131	1.054496	1,086	2.959128	37.71	-122.09	2.664
5.8382	30	7.425714	1.045714	922	2.634286	37.72	-122.1	3.302
4.65	36	5.578755	1.006105	1,950	2.380952	37.71	-122.11	2.068
4.3819	25	4.996639	1.045378	1,413	2.37479	37.7	-122.1	2.092
3.7222	30	5.484155	1.100352	1,444	2.542254	37.69	-122.1	1.958
5.2855	31	6.851301	1.048327	749	2.784387	37.71	-122.09	2.535
4.3375	31	6.240122	1.021277	867	2.635258	37.7	-122.09	2.418
5.2131	27	6.512077	1.036715	2,723	2.630918	37.71	-122.1	2.525
6.005	30	6.657795	1.022814	731	2.779468	37.7	-122.09	2.639
5.0519	38	5.524917	0.980066	781	2.594684	37.71	-122.08	2.27
4.8237	38	5.699387	1.007669	1,784	2.736196	37.71	-122.08	2.209
5.2497	32	6.629268	1.090244	1,156	2.819512	37.7	-122.08	2.593
4.125	39	5.126354	0.981949	645	2.32852	37.7	-122.07	2.325
4.6005	37	6.009524	0.984127	821	2.606349	37.7	-122.06	2.316
3.5187	33	5.072727	1.025974	1,912	2.483117	37.7	-122.06	2.094