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
-118.96	34.23	14	15,207	2,924	6,301	2,829	3.9699	217,000	<1H OCEAN
-122.27	37.85	52	1,974	426	875	363	1.5817	153,600	NEAR BAY
-121.09	38.97	13	1,467	221	688	231	5.2536	191,900	INLAND
-122.07	37.13	26	1,127	199	543	199	4.9792	240,000	NEAR OCEAN
-121.08	39.02	13	1,839	275	752	270	4.2031	209,600	INLAND
-116.5	33.82	16	343	85	29	14	2.1042	87,500	INLAND
-122.33	37.55	33	2,199	312	827	319	6.1349	500,001	NEAR OCEAN
-118.2	33.79	47	2,549	626	1,388	606	3.0135	192,700	NEAR OCEAN
-120.48	37.29	17	2,266	693	3,200	664	1.5635	60,400	INLAND
-118.31	34.22	27	7,714	1,132	3,199	1,100	7.1262	446,200	<1H OCEAN
-118.2	33.99	35	1,705	523	2,252	508	2.3421	154,200	<1H OCEAN
-118.42	34.05	52	2,533	402	981	386	7.8164	500,001	<1H OCEAN
-122.29	37.88	48	2,365	490	1,034	475	3.1065	229,200	NEAR BAY
-121.98	37.28	26	1,182	309	620	306	3.3922	269,100	<1H OCEAN
-117.01	32.77	43	841	192	496	207	3.0179	149,300	<1H OCEAN
-118.31	34.08	31	2,275	823	2,189	720	1.7542	287,500	<1H OCEAN
-118.1	34.01	42	1,436	298	1,005	298	3.4297	195,800	<1H OCEAN
-122.2	37.48	32	640	166	991	160	1.9844	270,000	NEAR BAY
-121.98	37.81	18	2,903	387	1,127	372	5.5921	359,100	<1H OCEAN
-121.6	36.81	18	1,575	230	751	219	5.2203	286,500	<1H OCEAN
-119.56	37.29	14	2,391	451	798	308	3.0924	114,600	INLAND
-119.03	35.41	37	1,761	443	911	365	2.0331	53,200	INLAND
-117.44	33.93	34	1,577	272	880	284	4.6327	116,000	INLAND
-119.21	34.12	15	5,778	1,285	1,722	829	4.3427	305,800	NEAR OCEAN
-118.06	33.91	21	2,863	701	1,489	621	3.2031	180,700	<1H OCEAN
-118.19	33.97	30	1,790	556	1,827	520	1.7562	181,300	<1H OCEAN
-122.26	37.51	29	3,703	1,075	1,611	1,025	2.7075	323,800	NEAR OCEAN
-122.64	41.73	50	1,525	308	661	285	2.2206	63,200	INLAND
-121.81	37.32	26	2,528	511	2,677	512	4.1165	164,900	<1H OCEAN
-120.48	35.05	24	2,314	468	1,549	463	2.8203	152,600	<1H OCEAN
-121.96	37.25	35	1,018	169	484	174	6.1648	371,900	<1H OCEAN
-121.76	38.25	32	1,495	333	905	281	2.625	212,500	INLAND
-117.82	33.68	4	1,346	213	603	219	8.7974	360,600	<1H OCEAN
-117.97	33.84	25	2,471	518	1,539	500	4.2679	191,700	<1H OCEAN
-118.5	34.25	32	2,411	380	1,040	344	6.155	257,300	<1H OCEAN
-117.25	33.06	6	9,859	1,448	4,194	1,401	6.439	296,200	NEAR OCEAN
-117.25	32.79	25	1,627	375	735	378	3.6429	317,100	NEAR OCEAN
-121.76	37.68	35	1,864	357	1,189	349	4.2361	177,500	INLAND
-122.49	37.99	27	5,470	755	1,916	764	6.994	420,800	NEAR BAY
-120.19	38.03	17	8,651	1,579	2,071	757	3.1076	115,800	INLAND
-119.63	36.7	42	1,338	215	617	222	3.0833	133,300	INLAND
-121.47	39.49	17	1,554	242	553	230	3.2174	91,800	INLAND
-118.34	33.89	36	2,274	411	1,232	423	5.373	244,500	<1H OCEAN
-117.76	33.87	16	3,182	429	1,663	428	7.0592	288,200	<1H OCEAN
-122.48	37.73	47	2,382	392	867	376	5.2598	371,500	NEAR OCEAN
-117.41	33.94	29	3,181	714	1,603	706	3.25	112,500	INLAND
-117.95	33.63	17	6,745	1,547	2,688	1,535	3.9917	271,600	<1H OCEAN
-118.73	34.29	8	4,983	754	2,510	725	6.9454	276,500	<1H OCEAN
-121.11	37.74	11	3,886	599	1,605	529	4.4213	182,700	INLAND
-117.08	34.08	34	45	11	39	14	3.0625	500,001	INLAND
-122.25	37.08	20	1,201	282	601	234	2.5556	177,500	NEAR OCEAN
-121.94	37.71	15	6,473	1,027	2,484	970	5.0143	271,100	<1H OCEAN
-121.32	38.59	21	9,774	1,777	4,674	1,712	3.6817	136,100	INLAND
-118.28	34.06	52	936	454	990	354	1.1122	187,500	<1H OCEAN
-122.49	37.73	36	1,821	292	742	298	5.6204	406,200	NEAR OCEAN
-121.88	37.43	31	2,573	474	1,898	475	5.6651	204,100	<1H OCEAN
-121.01	37.37	41	1,045	233	632	230	2.3583	95,000	INLAND
-121.04	39.22	14	1,889	471	853	399	2.25	112,500	INLAND
-121.35	38.4	11	2,322	459	1,373	424	3.175	94,400	INLAND
-117.91	33.71	16	3,113	783	1,719	715	3.6505	145,700	<1H OCEAN
-122.67	38.44	29	2,551	448	1,165	456	4.3587	196,400	<1H OCEAN
-118.19	34.06	44	1,734	364	1,133	351	2.5132	163,100	<1H OCEAN
-118.03	34.14	44	1,446	250	721	243	4.7308	352,200	INLAND
-122.03	37.95	14	3,287	793	1,601	716	3.1719	220,500	NEAR BAY
-118.25	34.22	30	2,062	396	1,089	375	5.5362	301,200	<1H OCEAN
-117.14	32.7	43	1,126	289	1,132	294	2.1875	87,000	NEAR OCEAN
-118.08	34.09	32	3,214	718	2,316	751	3.7066	206,800	<1H OCEAN
-122.41	37.73	42	2,604	573	1,703	507	3.4231	230,200	NEAR BAY
-118.17	34.02	41	676	216	851	199	2.3077	140,600	<1H OCEAN
-122.3	38.31	34	1,797	395	1,162	407	3.455	137,500	NEAR BAY
-121.88	37.28	33	2,951	529	1,288	521	4.1554	313,100	<1H OCEAN
-117.46	34.85	7	9,759	1,816	2,933	1,168	3.4912	157,700	INLAND
-118.1	33.81	36	1,111	184	444	177	3.7031	245,300	<1H OCEAN
-122.49	37.68	34	3,718	676	2,510	632	5.3311	270,800	NEAR OCEAN
-118.77	34.28	6	4,685	965	2,180	909	4.5458	208,200	<1H OCEAN
-118.37	34.07	52	2,203	437	899	384	4.25	486,900	<1H OCEAN
-118.46	34.04	31	2,621	707	1,632	673	3.287	348,100	<1H OCEAN
-122.05	37.92	14	12,713	2,558	4,741	2,412	4.7094	234,700	NEAR BAY
-117.97	33.77	25	1,295	417	856	342	2.7157	350,000	<1H OCEAN
-118.59	34.17	36	1,887	359	761	329	5.4847	296,000	<1H OCEAN
-119.64	34.43	32	1,872	318	749	296	4.625	500,001	<1H OCEAN
-119.68	36.81	16	2,668	454	1,536	457	3.9792	88,900	INLAND
-118.38	33.99	21	11,308	3,039	5,127	2,839	4.6277	228,300	<1H OCEAN
-118.24	34.06	8	1,204	552	1,074	517	1.0227	87,500	<1H OCEAN
-120.59	37.59	36	291	48	124	47	5.6945	154,200	INLAND
-120.28	38.07	13	1,996	410	618	218	2.9083	104,600	INLAND
-117.43	34.12	7	5,954	1,071	3,567	1,070	3.2056	134,100	INLAND
-120.71	38.34	16	1,257	231	559	213	4.4531	144,300	INLAND
-121.59	36.55	34	737	140	362	138	5.1788	270,000	<1H OCEAN
-118.19	34.05	41	1,098	264	1,178	245	2.1058	124,300	<1H OCEAN
-124.09	40.92	12	2,497	491	1,153	462	2.8182	126,900	NEAR OCEAN
-117.92	33.65	15	1,309	477	1,330	424	3.4417	182,500	<1H OCEAN
-121.58	37.02	27	2,303	471	1,447	467	3.2019	203,600	INLAND
-124.17	40.8	52	1,606	419	891	367	1.585	75,500	NEAR OCEAN
-122.45	37.71	49	2,244	442	1,948	423	4.7639	251,500	NEAR OCEAN
-119.82	36.83	16	2,868	376	1,016	379	6.1175	144,700	INLAND
-121.82	39.72	42	2,978	694	1,879	679	1.5064	66,300	INLAND
-118.35	34.09	35	2,234	689	1,334	662	2.5444	236,100	<1H OCEAN
-118.22	34.13	35	2,983	526	1,614	543	5.7794	272,400	<1H OCEAN
-118.17	33.97	31	3,388	1,059	3,558	957	2.4049	159,000	<1H OCEAN

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