Datasets:

pppereira3
/

HW4_REGRESSION_mnar_iter_imputed

Dataset card Data Studio Files Files and versions Community

Split (2)

train · 14.3k rows

Search is not available for this dataset

longitude float64 -124.3 -114.49	latitude float64 32.5 42	housing_median_age float64 1 52	total_rooms float64 200 39.3k	total_bedrooms float64 -339.95 6.21k	population float64 -736.89 35.7k	households float64 -214.49 5.36k	median_income float64 0.5 15	ocean_proximity_<1H OCEAN float64 0 1	ocean_proximity_INLAND float64 0 1	ocean_proximity_NEAR BAY float64 0 1	ocean_proximity_NEAR OCEAN float64 0 1	target float64 9.62 13.1
-118.46	33.97	19	2,461	521	836.416455	447	10	1	0	0	0	13.122365
-118.39	34.09	27	4,312	1,214	1,634	1,097	3.6207	1	0	0	0	12.80078
-122.12	37.43	36	3,212	553	1,455	574	6.46	0	0	1	0	12.96102
-122.36	40.62	11	3,896	886	1,902	843	2.2905	0	1	0	0	11.453175
-118.07	34.11	41	2,869	563	1,627	533	5.0736	1	0	0	0	12.508766
-117.92	33.64	5	3,006.622244	727.144965	1,967.010488	666.496459	2.75	1	0	0	0	12.323856
-118.32	34.16	49	3,044.633477	504.191759	1,452.126326	491.91014	6.2547	1	0	0	0	12.812299
-121.76	36.92	20	2,687	637	2,154	610	2.6434	1	0	0	0	12.041787
-118.12	34.01	33	1,956	478	1,472	464	1.9867	1	0	0	0	12.021549
-122.13	37.47	25	1,630	353	1,546	371	5.0893	0	0	1	0	12.063356
-117.01	32.75	34	2,105	340	973	357	4.3088	1	0	0	0	11.93492
-121.88	37.44	26	1,471	348	1,089	320	5.3057	1	0	0	0	12.330059
-122.64	41.73	36	3,319	664	1,492	631	1.8694	0	1	0	0	11.173248
-117.99	33.87	16	1,689	499	1,260	453	3.1205	1	0	0	0	12.066811
-121.24	38.7	13	3,243	488	1,585	480	5.7133	0	1	0	0	12.024551
-118.85	34.04	21	3,837	578	1,509	509	8.4476	0	0	0	1	13.122365
-117.74	33.73	18	3,120.422676	656.174078	1,787.89348	607.259662	4.1167	1	0	0	0	11.379394
-117.01	32.85	23	2,592	414	1,401	431	5.4903	1	0	0	0	11.927681
-116.93	33.75	14	6,027	1,148	3,136	1,036	2.964	0	1	0	0	11.70767
-122.09	37.69	43	2,564.885796	602.391139	1,406.513563	568.252276	3.3125	0	0	1	0	11.918391
-118.25	33.9	37	2,119	442	1,372	406	1.9605	1	0	0	0	11.573079
-121.87	37.22	17	2,825	365	1,052	345	8.0595	1	0	0	0	13.091904
-118.11	33.84	36	1,463	309.1566	974.536002	310.586311	4.8438	1	0	0	0	12.329617
-121.7	36.67	37	2,471.508763	583.367957	1,663.673781	573.433167	3.3456	1	0	0	0	12.439562
-118.27	34	43	1,638	434	1,213	390	1.3403	1	0	0	0	11.615482
-122.35	37.58	52	2,495	458	1,081	471	4.0855	0	0	0	1	12.925862
-120.72	38.24	32	2,685	543	1,061	492	2.5473	0	1	0	0	11.528799
-117.07	32.79	36	3,583	642	1,711	602	3.9745	0	0	0	1	12.048249
-117.2	34.48	7	4,998	953	2,764	891	3.205	0	1	0	0	11.531747
-118.16	33.84	36	2,220	367	1,002	351	5.0719	1	0	0	0	12.299108
-118.46	34.26	36	2,965.639367	573.624891	1,608.574447	546.62795	4.9485	1	0	0	0	12.288113
-118.42	34.2	24	3,148	908	2,850	839	1.9549	1	0	0	0	12.308178
-121.45	38.53	34	1,893	415	884	395	2.1679	0	1	0	0	11.230563
-116.42	33.76	14	16,921	2,837	2,524	1,262	7.6281	0	1	0	0	12.741688
-117.89	33.73	33	1,804.330559	375	2,175	347	3.0824	1	0	0	0	12.086162
-122.08	37.41	20	1,896	456	1,069	436	4.6875	0	0	1	0	12.573836
-118.37	34.1	37	5,415.366519	382.747196	1,257.57867	419.280828	15.0001	1	0	0	0	13.122365
-118.1	33.94	33	2,586.846615	619.630108	1,700.431916	577.522261	3.1607	1	0	0	0	12.149502
-121.83	37.3	17	2,151.410657	442.447785	825	410.940335	4.5	1	0	0	0	12.370739
-121.8	37.32	14	4,412	924	2,698	891	4.7027	1	0	0	0	12.335345
-117.71	33.47	17	2,681	454	830	410	5.5507	1	0	0	0	12.753327
-120.25	39.34	9	2,739	555	1,221.423761	471.858317	3.1842	0	1	0	0	11.998433
-122.21	37.47	33	2,102.566132	415	1,991	334	2.92	0	0	0	1	12.219976
-117.96	33.83	30	2,838	649	1,758	593	3.3831	1	0	0	0	12.192987
-121.92	37.68	23	1,655	179.124573	654.012493	217.061038	7.2211	1	0	0	0	12.584167
-122.24	37.8	47	2,046	588	1,213	554	2.6292	0	0	1	0	12.115601
-117.95	33.93	25	3,445	801	2,400	750	3.4702	1	0	0	0	11.994734
-118.41	33.92	22	2,340	584	1,141	554	4.5729	1	0	0	0	12.729321
-118.04	33.97	29	2,376	700	1,968	680	2.6082	1	0	0	0	11.998433
-118.34	34.17	49	3,033	580	1,284	561	4.1161	1	0	0	0	12.356646
-119.66	36.32	24	2,652	568	1,532	445	2.3256	0	1	0	0	10.947292
-122.24	37.48	45	4,126	696	1,722	668	4.8966	0	0	0	1	12.799676
-117.15	32.91	15	1,613	303	1,014.319435	298.391668	4.875	1	0	0	0	12.039428
-117.61	34.09	23	1,945	362	1,483	383	4.4205	0	1	0	0	11.816727
-122.47	37.74	52	3,688	640	1,605	567	4.9537	0	0	1	0	12.809295
-120.98	39.08	20	4,570	906	2,125	815	3.0403	0	1	0	0	11.904968
-119.79	36.8	27	2,462	484	852	449	3.32	0	1	0	0	11.733666
-121.29	37.99	30	2,334.844494	528	2,019	524	1.5152	0	1	0	0	11.305901
-121.44	38.73	25	3,585.061107	591.4934	1,535.304005	546.408142	4.7396	0	1	0	0	11.816727
-121.7	39.07	26	2,668	510	1,437	505	3.3125	0	1	0	0	11.512925
-117.91	33.78	33	2,729	549	2,223	535	4.0362	1	0	0	0	12.088977
-120.22	36.49	14	1,508	347	1,679	345	2.4786	0	1	0	0	10.933107
-121.86	37.36	31	1,602	358	1,179	354	4.4896	1	0	0	0	11.962726
-118.37	33.97	26	6,672	1,729	3,333	1,557	2.9646	1	0	0	0	12.0996
-118.44	34.18	17	1,546	592	2,423	556	2.1977	1	0	0	0	11.946006
-121.97	37.8	17	3,279	418	1,222	381	7.9168	1	0	0	0	12.782686
-117.97	33.77	25	1,353.78516	417	856	342	2.7157	1	0	0	0	12.765688
-121.37	38.7	18	3,938	649	1,861	606	3.6484	0	1	0	0	11.461632
-118.51	34.2	33	2,327	479	1,166	472	4.2344	1	0	0	0	12.478006
-122.84	38.39	16	1,688	345.856338	793	341.640516	4.4357	1	0	0	0	12.287192
-122.17	37.69	24	2,262	391	1,125	366	4.7609	0	0	1	0	12.267168
-121.32	37.97	46	2,270	427	1,097	453	3.3235	0	1	0	0	11.382817
-118.08	34.07	32	4,089	975	3,775	955	3.29	1	0	0	0	12.233201
-118.32	33.96	47	1,885	361	954	357	3.8512	1	0	0	0	12.051172
-118.53	34.23	27	2,131	543	1,065	528	3.2404	1	0	0	0	12.347572
-117.91	34.07	33	2,938	561	1,519	549	4.5594	1	0	0	0	12.226855
-122.23	37.42	16	1,945	320	566.488747	300	7.4542	0	0	0	1	13.122365
-121.79	37.32	6	2,850	561	2,160	581	5.5336	1	0	0	0	12.39628
-120.69	35.52	26	2,758	571	1,291	522	2.925	1	0	0	0	12.10846
-116.5	33.81	26	5,032	1,229	3,086	1,183	2.5399	0	1	0	0	11.459525
-117.87	33.99	21	2,837	515	2,031	555	4.9271	1	0	0	0	12.253433
-118.02	33.96	36	2,002	361	913	311	4.5446	1	0	0	0	12.407788
-121.98	37.3	30	3,404	693	1,794	633	4.6312	1	0	0	0	12.553909
-118.28	34.11	45	1,607	331	1,146.824478	332	3.1445	1	0	0	0	12.990659
-122.11	37.69	37	2,444	651	1,562	618	2.6464	0	0	1	0	11.95247
-122.32	37.95	35	1,612	354	887	331	2.5769	0	0	1	0	11.892047
-118.05	34.02	31	2,381.122664	645.973164	1,742.508781	594.212892	2.125	1	0	0	0	12.834681
-117.08	33.14	15	1,497	341.781205	827	310.953695	4.3846	1	0	0	0	11.946006
-116.52	33.84	17	4,465	859	853	445	3.6875	0	1	0	0	11.778362
-118.16	33.97	39	1,627.253157	447	1,890	416	2.1181	1	0	0	0	12.081643
-117.24	32.79	18	1,741	602	359.848276	283	3.2625	0	0	0	1	12.174582
-122.17	37.48	39	2,427	401	1,178	408	5.9629	0	0	1	0	12.773373
-121.06	39.03	11	1,887	303	837.567822	283	3.8417	0	1	0	0	12.139933
-119.78	36.78	31	2,164	456	959	463	2.3293	0	1	0	0	11.203679
-118.17	34.02	39	1,296.833762	448.240477	883	395.977355	2.125	1	0	0	0	11.876179
-118.12	34.19	52	2,405	299	970	319	8.7835	0	1	0	0	13.003805
-118.27	34.05	47	819.125107	359	1,406	307	1.3169	1	0	0	0	11.630709
-117.7	33.68	29	5,650	1,084	3,985	1,056	2.8192	1	0	0	0	11.998433
-118.42	33.9	29	1,929	523	1,109.92883	455	5.5347	1	0	0	0	13.122365
-121.73	38.54	18	1,026.222933	317	1,011.036251	317	1.0633	0	1	0	0	11.831379

Subsets and Splits