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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
3.0257	52	4.046948	1.00939	994	4.666667	37.78	-122.23	0.808
1.4886	50	4.025157	1.111111	1,525	3.197065	37.78	-122.22	1.288
1.9338	43	3.242009	1.077626	1,506	3.438356	37.78	-122.23	1.125
1.4844	52	3.866667	1.011765	1,008	3.952941	37.78	-122.23	1.194
1.6009	44	3.115846	1.098535	2,813	3.745672	37.78	-122.23	1.181
2.0375	48	4.944606	1.154519	1,481	4.317784	37.79	-122.23	1.225
2.293	49	5.365297	0.990868	859	3.922374	37.79	-122.23	1.063
2.1494	37	4.479924	1.097514	1,608	3.07457	37.79	-122.22	1.325
1.6198	30	4.357143	1.035714	425	3.035714	37.79	-122.23	1.227
1.3281	40	5.054348	1.081522	564	3.065217	37.79	-122.23	1.133
3.5156	44	5.466912	1.154412	961	3.533088	37.79	-122.22	1.095
3.9048	52	4.99854	1.007299	2,273	3.318248	37.79	-122.22	1.647
3.0893	52	3.907692	0.974359	600	3.076923	37.79	-122.21	1.25
2.6042	46	4.489564	1.091082	1,647	3.125237	37.79	-122.22	1.247
2.5	49	4.306604	1.061321	1,201	2.832547	37.79	-122.22	1.367
2.7969	38	4.626707	1.078907	2,167	3.288316	37.79	-122.22	1.417
2.8321	29	4.823529	1.105882	939	2.761765	37.79	-122.2	1.5
2.9583	47	5.284247	1.05137	859	2.941781	37.79	-122.21	1.388
2.8365	34	4.581395	1.079457	1,517	2.939922	37.79	-122.21	1.392
2.875	35	4.520725	1.059585	1,143	2.96114	37.79	-122.21	1.438
3.0682	39	4.31681	1.077586	1,109	2.390086	37.8	-122.21	1.565
3.0757	39	4.524664	1.002242	1,221	2.737668	37.8	-122.21	1.51
4.9559	43	6.692308	1.096703	1,115	2.450549	37.8	-122.2	2.73
4.7721	52	5.772388	1.093284	706	2.634328	37.8	-122.2	2.171
3.4861	52	4.984419	1.007082	1,883	2.667139	37.8	-122.21	1.871
5.1184	41	6.088235	1.041176	804	2.364706	37.8	-122.2	2.396
4.0977	48	5.242063	1.043651	506	2.007937	37.8	-122.21	2.297
4.744	48	7.117647	1.088235	610	2.563025	37.8	-122.19	2.573
4.2727	46	5.837349	1.027108	768	2.313253	37.8	-122.19	2.469
2.9844	50	5.26087	1.059783	462	2.51087	37.79	-122.19	1.799
4.1739	40	4.510638	1.089362	667	2.838298	37.79	-122.2	1.696
3.8487	46	5.115288	1.015038	1,059	2.654135	37.8	-122.2	2.033
4.0114	52	6.545126	0.978339	637	2.299639	37.8	-122.19	2.634
4.6563	45	5.986784	0.993392	1,106	2.436123	37.79	-122.19	2.318
2.9297	28	4.699552	1.137519	1,737	2.596413	37.79	-122.19	1.405
2.3036	35	4.620513	1.176923	1,009	2.587179	37.79	-122.2	1.26
2.6667	49	4.2	0.928571	737	3.509524	37.79	-122.2	1.22
2.619	44	3.301426	0.92057	1,354	2.757637	37.79	-122.2	1.347
2.4167	45	4.462025	1.124473	1,530	3.227848	37.79	-122.21	1.394
2.7788	45	4.210417	1.1	1,410	2.9375	37.79	-122.2	1.154
2.7352	46	3.934974	0.892794	1,390	2.442882	37.78	-122.21	1.373
1.8472	52	5.490706	1.115242	1,065	3.959108	37.78	-122.21	1.37
2.6583	52	4.310204	0.914286	792	3.232653	37.78	-122.21	1.426
3.0536	49	3.665306	0.995918	779	3.179592	37.78	-122.21	1.375
2.3906	44	4.865574	1.163934	2,269	3.719672	37.78	-122.22	1.117
1.7188	43	4.181818	1.130221	1,227	3.014742	37.78	-122.21	1.268
2.625	47	3.655602	1.029046	753	3.124481	37.78	-122.21	1.113
2.8015	40	3.659259	0.844444	547	4.051852	37.77	-122.22	1.148
1.7276	50	4.036364	1.075	1,807	4.106818	37.78	-122.22	1.023
2.0801	44	3.389899	1.038384	1,700	3.434343	37.78	-122.22	1.319
2.489	51	4.165394	1.178117	1,543	3.926209	37.78	-122.22	1.191
1.7546	52	4.733333	1.046667	1,085	3.616667	37.76	-122.21	0.806
4.0904	52	4.313869	1.262774	353	2.576642	37.77	-122.21	0.806
2.6765	52	5	1.026846	473	3.174497	37.77	-122.21	0.888
2.4338	49	4.703934	1.031056	1,621	3.356108	37.77	-122.2	1.024
2.3309	46	3.485876	1.059322	1,183	3.341808	37.77	-122.21	0.987
2.2604	43	3.67148	1.184116	836	3.018051	37.77	-122.21	1
1.8039	42	3.543726	0.965779	900	3.422053	37.77	-122.19	0.923
2.2562	39	5.007449	1.111732	1,888	3.515829	37.77	-122.2	0.948
2.0562	41	4.536657	1.217009	1,024	3.002933	37.77	-122.2	1.02
3.5398	52	5.437352	1.047281	1,225	2.895981	37.78	-122.2	1.584
3.1167	39	4.659574	1.06117	1,071	2.848404	37.78	-122.2	1.216
2.5401	50	4.939153	1.066138	1,128	2.984127	37.78	-122.2	1.291
2.898	43	5.020661	1.03719	1,537	3.17562	37.77	-122.2	1.214
2.3125	44	4.399491	1.053435	1,240	3.155216	37.78	-122.21	1.028
2.875	52	6.107143	1.071429	469	2.791667	37.78	-122.19	1.6
3.3715	52	5.105882	1.007059	1,086	2.555294	37.77	-122.19	1.439
3.5114	52	5.585132	1.067146	1,144	2.743405	37.77	-122.19	1.512
4.3125	52	6.645333	1.106667	1,109	2.957333	37.78	-122.19	1.644
3.22	52	5.95664	1.075881	984	2.666667	37.78	-122.19	1.565
3.875	33	3.021277	0.659574	575	12.234043	37.78	-122.18	2.25
5.2328	49	5.660287	0.980861	496	2.373206	37.78	-122.19	1.742
3.7262	52	5.631579	1.015789	555	2.921053	37.78	-122.19	1.669
4.5893	45	5.400612	1.015291	869	2.657492	37.78	-122.2	1.635
5.2578	39	5.820755	0.896226	236	2.226415	37.79	-122.18	2.53
7.0875	41	6.593458	1.088785	626	2.925234	37.79	-122.18	2.407
3.9712	46	6.410334	1.176292	922	2.802432	37.79	-122.18	2.081
2.9514	47	4.800781	0.949219	582	2.273438	37.79	-122.19	1.981
2.6667	50	4.746269	1.079602	546	2.716418	37.79	-122.19	1.728
5.4446	37	6.176692	0.984962	620	2.330827	37.81	-122.18	3.367
6.2838	34	6.948718	1	442	2.266667	37.8	-122.18	3.182
6.7527	23	7.064024	1.02439	955	2.911585	37.8	-122.18	2.858
7.0712	24	7.589506	0.978395	916	2.82716	37.77	-122.13	2.93
5.9849	22	6.528724	1.041179	4,985	2.534316	37.79	-122.16	3.71
3.6875	42	5.707865	0.973783	651	2.438202	37.78	-122.17	1.573
2.875	30	4.731152	1.061166	1,704	2.423898	37.77	-122.17	1.353
3.4205	43	4.87715	1.081081	1,085	2.665848	37.78	-122.18	1.367
3.2984	50	5.78169	1.133803	713	2.510563	37.78	-122.18	1.607
3.875	49	4.933702	0.977901	468	2.585635	37.78	-122.17	1.406
4.175	52	5.396694	1.057851	296	2.446281	37.78	-122.17	1.44
4.375	47	5.761468	0.995413	570	2.614679	37.77	-122.16	1.619
4.7708	48	5.427778	1.077778	446	2.477778	37.77	-122.16	1.563
3.5739	45	6.052083	1.033854	968	2.520833	37.77	-122.16	1.76
3.0958	39	5.009494	1.10443	857	2.712025	37.77	-122.16	1.458
3.3958	39	5.006211	1.062112	912	2.832298	37.77	-122.17	1.419
1.871	31	5.362832	1.179204	1,360	3.00885	37.77	-122.17	0.907
1.9356	41	4.490141	1.033803	1,074	3.025352	37.76	-122.17	0.906
2.1842	47	5.544503	1.081152	965	2.526178	37.76	-122.17	1.079
2.2917	37	4.921875	1.11875	933	2.915625	37.76	-122.18	1.07
2.4333	38	4.983051	1.121469	987	2.788136	37.76	-122.17	0.982