Datasets:

rlopez3341
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assignment-1b

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Split (1)

train · 20.6k rows

longitude float64 -124.35 -114.31	latitude float64 32.5 42	housing_median_age float64 1 52	total_rooms float64 2 39.3k	total_bedrooms float64 1 6.45k ⌀	population float64 3 35.7k	households float64 1 6.08k	median_income float64 0.5 15	median_house_value float64 15k 500k	ocean_proximity stringclasses 5 values
-120.95	35.44	30	6,346	1,410	1,769	887	2.6864	283,600	NEAR OCEAN
-118.2	34.02	42	498	120	548	119	3.7543	126,600	<1H OCEAN
-121.5	38.54	52	1,145	133	334	138	8.338	405,800	INLAND
-118.6	34.21	19	2,581	857	2,004	784	2.6159	182,300	<1H OCEAN
-118.19	33.79	37	1,834	551	1,967	476	2.137	126,600	NEAR OCEAN
-117.85	33.73	28	1,499	574	3,328	595	2.4539	115,000	<1H OCEAN
-120.66	35.47	18	2,474	449	1,269	431	3.9063	184,800	<1H OCEAN
-117.13	32.93	16	2,918	444	1,697	444	5.3062	195,500	<1H OCEAN
-121.23	37.99	38	523	80	226	72	5.5693	153,100	INLAND
-122.25	37.87	42	1,756	465	2,184	422	2.5562	371,400	NEAR BAY
-117.09	32.68	29	1,792	449	1,650	396	2.2201	100,000	NEAR OCEAN
-122.07	37.96	34	1,692	290	836	289	5.0172	197,100	NEAR BAY
-117.11	32.77	50	1,729	355	617	337	3.6705	167,000	NEAR OCEAN
-117.86	33.75	6	1,565	599	3,157	629	2.9271	123,200	<1H OCEAN
-118.04	33.99	36	3,531	754	1,613	697	3.2359	198,600	<1H OCEAN
-118.48	34.01	30	3,078	954	1,561	901	3.4852	425,000	<1H OCEAN
-120.94	37.66	17	1,147	140	327	136	6.8654	290,500	INLAND
-117.96	34.03	35	2,093	null	1,755	403	3.4115	150,400	<1H OCEAN
-119.05	34.21	27	4,357	926	2,110	876	3.0119	218,200	<1H OCEAN
-117.15	32.91	10	2,349	431	1,598	435	4.8229	183,200	<1H OCEAN
-120.48	37.32	13	3,641	897	1,737	788	2.1418	130,600	INLAND
-117.05	32.76	46	1,887	359	795	358	3.25	159,600	NEAR OCEAN
-121.5	36.81	20	1,345	230	731	217	4.2333	363,300	INLAND
-119.75	34.44	28	1,080	298	524	251	1.8432	327,300	NEAR OCEAN
-121.8	37.32	23	1,829	346	1,277	324	4.8092	217,400	<1H OCEAN
-121.53	36.85	23	3,359	725	1,862	651	2.6719	193,600	INLAND
-122.81	40.93	16	2,050	471	588	195	2.7083	88,900	INLAND
-116.97	33.78	24	2,680	606	1,728	527	2.535	74,800	INLAND
-117.08	32.59	8	2,888	662	2,441	683	2.7048	153,000	NEAR OCEAN
-122.11	37.05	18	3,337	549	1,449	519	5.1412	315,800	NEAR OCEAN
-117.95	33.66	22	2,785	441	1,086	392	7.3719	337,400	<1H OCEAN
-118.19	34.12	35	2,524	749	2,487	679	2.4932	167,700	<1H OCEAN
-118.17	33.91	42	856	167	748	195	3.8	145,800	<1H OCEAN
-117.68	35.6	12	1,678	241	765	281	6.0532	102,800	INLAND
-119.84	36.82	17	2,807	376	996	353	5.5357	167,700	INLAND
-122.55	38.03	29	7,174	1,169	3,063	1,172	6.0902	293,200	NEAR BAY
-118.48	34.03	39	1,530	401	1,074	375	3.5076	381,800	<1H OCEAN
-116.76	32.84	16	3,311	702	1,627	624	3.1196	187,200	<1H OCEAN
-118.14	34.69	35	2,118	374	1,108	360	3.4327	100,300	INLAND
-122.2	37.84	30	2,211	346	844	343	6.0666	311,500	NEAR BAY
-118.46	34.16	26	2,548	647	1,098	540	4.3839	299,100	<1H OCEAN
-121.44	38.54	39	2,855	null	1,217	562	3.2404	93,600	INLAND
-117.25	33.2	10	2,050	473	1,302	471	2.7961	131,300	<1H OCEAN
-118.01	33.83	29	3,963	772	2,104	743	4.9803	208,600	<1H OCEAN
-120.5	38.87	10	81	41	55	16	4.9583	87,500	INLAND
-117.98	34.07	28	441	106	504	108	2.9107	152,500	INLAND
-117.43	33.91	15	14,281	2,511	7,540	2,245	4.3222	138,000	INLAND
-121.31	38.28	16	1,708	391	687	378	1.9485	155,400	INLAND
-118.25	34.14	30	1,615	570	1,245	544	1.8929	196,900	<1H OCEAN
-117.31	34.08	37	953	231	611	230	1.9926	81,500	INLAND
-118.09	33.99	34	1,369	270	1,005	272	3.692	172,600	<1H OCEAN
-118.08	33.79	34	2,840	395	1,127	396	7.6144	376,200	<1H OCEAN
-120.63	38.73	11	4,577	836	1,944	700	4.0675	140,200	INLAND
-117.88	34.1	32	3,357	621	1,696	604	4.2685	216,600	<1H OCEAN
-121.84	37.21	15	5,468	676	2,221	675	8.3792	418,300	<1H OCEAN
-116.94	32.8	21	7,906	2,292	4,868	2,117	1.8937	109,800	<1H OCEAN
-119.99	38.94	24	1,216	289	421	185	3.1625	103,600	INLAND
-120.39	34.52	40	2,162	395	1,010	332	2.5667	239,300	NEAR OCEAN
-121.84	39.73	52	957	263	513	223	1.3672	55,000	INLAND
-122.1	37.69	30	3,115	625	1,444	568	3.7222	195,800	NEAR BAY
-122.24	40.45	27	1,804	321	782	300	3.5978	80,600	INLAND
-120.44	34.93	16	2,098	558	1,252	492	2.1509	67,500	<1H OCEAN
-122.33	37.56	50	1,975	245	644	251	10.0743	500,001	NEAR OCEAN
-121.11	39.09	16	1,000	197	508	190	2.3062	138,800	INLAND
-118.26	34.12	52	2,290	520	1,278	485	3.8393	238,200	<1H OCEAN
-118.1	33.94	33	639	129	460	118	3.1607	189,000	<1H OCEAN
-121.97	37.31	21	7,628	2,166	3,637	1,749	3.6401	267,500	<1H OCEAN
-118.48	34.2	26	2,027	559	1,545	513	2.8974	189,900	<1H OCEAN
-117.81	33.84	17	4,343	515	1,605	484	10.5981	460,100	<1H OCEAN
-117.14	32.72	43	1,073	344	660	279	2.0529	168,800	NEAR OCEAN
-121.32	38.67	21	3,455	706	1,605	704	3.1382	91,600	INLAND
-117.27	34.1	9	3,904	1,042	3,688	896	1.8022	78,000	INLAND
-121.96	38.34	7	3,292	698	1,911	702	3.89	140,300	INLAND
-118.18	33.77	29	1,776	606	1,391	488	1.1295	137,500	NEAR OCEAN
-121.38	38.55	26	1,532	264	781	285	4.6944	130,900	INLAND
-118.43	34.21	17	3,667	1,209	2,636	1,054	2.425	175,500	<1H OCEAN
-118.13	33.8	36	1,026	182	505	176	4.3438	233,600	<1H OCEAN
-118.31	35.74	18	2,327	642	799	335	1.8419	92,300	INLAND
-118.02	33.71	24	2,598	443	1,184	435	5.8623	287,800	<1H OCEAN
-117.27	34.45	8	6,463	1,095	3,213	1,031	3.2215	108,800	INLAND
-117.22	33.17	6	1,487	362	810	322	3.625	135,700	<1H OCEAN
-117.93	33.85	36	2,147	416	1,011	392	3.2188	196,900	<1H OCEAN
-118.22	34.11	36	2,870	529	1,371	565	5.2083	220,900	<1H OCEAN
-117.13	32.75	37	4,142	1,031	1,936	968	2.693	174,100	NEAR OCEAN
-121.77	37.31	16	1,649	228	769	230	6.6455	302,600	<1H OCEAN
-121.91	37.26	25	4,258	719	2,290	743	5.1461	267,200	<1H OCEAN
-118.46	34.26	36	1,394	254	761	262	4.9485	217,100	<1H OCEAN
-118.06	33.86	16	5,603	938	3,045	893	5.0778	293,700	<1H OCEAN
-117.19	32.76	52	1,294	175	434	180	5.7914	500,001	NEAR OCEAN
-118.4	34.03	13	6,152	1,978	3,397	1,845	3.4058	275,000	<1H OCEAN
-118.18	33.87	44	2,137	461	1,126	439	3.4408	172,900	<1H OCEAN
-116.35	32.74	16	2,595	606	1,046	367	1.7137	110,700	INLAND
-119.72	37.46	13	1,999	375	750	308	2.875	96,000	INLAND
-120.07	39.24	20	3,729	614	365	152	4.962	169,500	INLAND
-118.41	34.18	35	1,975	384	882	406	4.375	291,700	<1H OCEAN
-117.93	33.8	34	3,903	717	2,054	716	4.2731	218,000	<1H OCEAN
-119.13	35.22	5	6,268	1,003	3,269	980	5.1457	118,200	INLAND
-121.23	38.78	13	3,813	871	1,513	783	2.0807	142,600	INLAND
-118.09	33.98	37	1,270	272	1,092	274	3.5	160,700	<1H OCEAN
-118.26	34.01	37	2,451	668	2,824	598	1.9074	99,600	<1H OCEAN

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