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
-119.07	35.35	24	4,119	865	1,294	879	2.4123	86,200	INLAND
-117.67	34.02	16	3,042	524	1,516	475	4.8906	178,500	INLAND
-117.09	32.74	23	3,130	779	2,472	744	2.32	93,200	NEAR OCEAN
-121.42	38.53	36	1,581	288	832	291	3.4083	71,800	INLAND
-118.33	34.15	39	493	168	259	138	2.3667	17,500	<1H OCEAN
-117.91	33.64	29	1,652	310	832	326	4.8098	325,400	<1H OCEAN
-122.2	37.47	44	1,927	332	846	362	4.2083	278,200	NEAR BAY
-121	37.69	18	3,469	661	1,452	628	3.4079	147,500	INLAND
-117.67	34.09	17	4,418	1,256	2,417	1,094	2.7266	101,000	INLAND
-117.3	33.06	31	2,128	520	1,049	485	4.027	290,000	NEAR OCEAN
-118.22	33.98	27	1,095	340	1,300	318	2.6548	123,200	<1H OCEAN
-116.95	33.74	20	2,233	431	1,024	399	2.4554	89,400	INLAND
-124.06	40.88	12	2,087	424	1,603	438	2.5667	139,500	NEAR OCEAN
-117.8	33.66	16	2,542	498	1,022	494	4	223,400	<1H OCEAN
-121.97	37.3	25	5,463	1,351	2,758	1,310	3.0079	277,300	<1H OCEAN
-122.06	37.39	22	1,236	290	413	274	3.6875	40,000	NEAR BAY
-121.49	38.58	52	1,000	324	456	250	1.4375	168,800	INLAND
-118.1	34.71	16	3,914	819	1,524	795	2.415	137,500	INLAND
-118.35	33.89	25	1,769	440	1,371	414	3.0833	232,700	<1H OCEAN
-117.04	32.68	11	1,875	357	1,014	386	4.375	115,000	NEAR OCEAN
-118.16	33.97	13	221	63	286	64	1.9063	175,000	<1H OCEAN
-122.25	37.47	38	645	124	265	103	5.4688	305,000	NEAR OCEAN
-118.08	33.93	39	1,478	324	1,127	320	3.525	158,000	<1H OCEAN
-118.51	34.2	35	1,614	308	850	330	4.1806	209,000	<1H OCEAN
-118.4	33.96	44	1,138	228	497	228	4.1852	303,300	<1H OCEAN
-117.67	34.1	28	1,263	248	601	219	3.875	174,000	INLAND
-118.49	34.15	33	2,829	360	1,010	363	10.3587	500,001	<1H OCEAN
-120.83	35.33	14	4,155	787	2,112	755	4.4766	192,700	NEAR OCEAN
-118.42	37.36	18	2,281	520	1,425	465	1.7388	54,400	INLAND
-118.1	33.99	31	965	217	599	206	2.7202	190,300	<1H OCEAN
-121.99	37.34	26	3,637	933	2,249	905	3.9625	262,900	<1H OCEAN
-121.3	38.71	17	5,434	1,106	2,755	1,047	2.8226	99,900	INLAND
-122.25	37.86	48	2,153	517	1,656	459	3.0417	489,600	NEAR BAY
-122.69	38.32	16	3,741	698	1,938	658	4.6324	183,600	<1H OCEAN
-119.31	35.99	26	1,460	316	880	286	1.3676	47,800	INLAND
-118.09	34.57	4	9,761	1,683	4,970	1,535	4.5266	142,900	INLAND
-122.05	37.37	27	2,687	768	1,362	725	3.4028	324,200	<1H OCEAN
-116.31	34.13	20	2,352	556	1,217	481	1.6063	55,400	INLAND
-118.13	33.89	29	2,823	737	1,723	678	2.7121	165,500	<1H OCEAN
-119.59	36.64	27	823	171	798	200	3.0521	113,800	INLAND
-117.51	34.16	2	718	98	119	50	4.1	315,000	INLAND
-122.19	39.53	34	2,679	533	1,287	505	2.165	58,700	INLAND
-117.69	34.06	29	873	226	649	198	2.7986	114,400	INLAND
-115.57	32.79	34	1,152	208	621	208	3.6042	73,600	INLAND
-121.83	37.33	27	3,127	610	3,257	604	4.6333	173,600	<1H OCEAN
-117.28	33.02	21	2,736	585	1,251	576	4.2356	347,700	NEAR OCEAN
-122	37.4	17	5,121	1,017	1,470	968	2.9706	81,300	<1H OCEAN
-121.94	37.31	30	4,238	1,010	1,914	972	3.7632	307,000	<1H OCEAN
-118.38	33.81	20	1,975	306	703	292	8.5491	410,300	NEAR OCEAN
-117.79	33.75	26	2,955	377	1,074	373	9.3845	500,001	<1H OCEAN
-118.12	33.94	31	2,210	519	1,047	472	3.3292	271,300	<1H OCEAN
-118.03	33.93	35	2,470	416	1,386	411	5.2736	179,500	<1H OCEAN
-120.33	38.26	13	2,962	546	252	103	4.4063	155,800	INLAND
-121.98	37.28	28	3,688	633	1,877	620	5.7251	272,600	<1H OCEAN
-117.22	33.74	7	1,810	386	931	355	2.5221	109,200	<1H OCEAN
-118.16	33.97	39	1,444	447	1,890	416	2.1181	176,600	<1H OCEAN
-117.96	33.75	25	1,323	208	852	229	4.6167	237,300	<1H OCEAN
-122.15	37.42	44	3,558	839	1,779	832	3.9243	404,800	NEAR BAY
-118.11	33.81	37	1,694	280	776	271	6.2187	257,900	<1H OCEAN
-122.01	38.27	17	9,089	1,542	4,758	1,520	4.0619	126,600	INLAND
-122.07	37.06	31	1,634	370	939	332	3.8625	232,300	NEAR OCEAN
-118.3	33.8	27	2,790	513	1,498	519	5.3106	268,300	<1H OCEAN
-117.98	34.14	27	6,341	1,289	2,899	1,192	3.6336	235,200	INLAND
-118.01	33.81	25	1,831	345	809	339	4.5179	177,100	<1H OCEAN
-118.14	34.17	52	2,667	486	1,681	504	4.0524	173,100	<1H OCEAN
-118.12	34.16	30	1,762	416	940	398	2.8631	188,600	<1H OCEAN
-117.21	32.85	15	2,593	521	901	456	4.2065	277,800	NEAR OCEAN
-119.78	36.75	43	2,070	512	1,925	444	1.4635	46,600	INLAND
-121.28	37.94	44	1,406	357	1,489	386	1.4688	56,800	INLAND
-118.37	34.2	33	1,438	309	1,378	306	2.8917	170,400	<1H OCEAN
-118.11	34.01	22	1,141	332	1,189	321	2.2042	162,500	<1H OCEAN
-117.12	32.96	16	3,050	559	1,444	512	5.2463	156,300	<1H OCEAN
-122.41	37.75	52	1,892	415	1,442	371	4.2891	230,000	NEAR BAY
-118.07	34.11	41	2,869	563	1,627	533	5.0736	270,700	<1H OCEAN
-122.13	37.66	19	862	167	407	183	4.3456	163,000	NEAR BAY
-118.37	34.05	48	1,266	234	539	222	4.005	275,000	<1H OCEAN
-121.08	38.9	27	3,436	755	1,568	709	2.4273	138,400	INLAND
-117.9	34.12	35	957	194	804	221	3.3322	151,400	<1H OCEAN
-121.82	37.23	25	2,349	394	1,266	383	4.9688	233,100	<1H OCEAN
-119.73	36.31	20	2,440	433	1,579	400	2.8281	60,200	INLAND
-117.66	33.5	16	1,956	346	862	326	4.4732	186,300	<1H OCEAN
-118.49	34.04	48	2,381	345	859	306	8.0257	500,001	<1H OCEAN
-118.28	33.73	52	2,085	588	1,767	516	2.1935	243,200	NEAR OCEAN
-118.28	34.25	29	2,559	null	1,886	769	2.6036	162,100	<1H OCEAN
-117.96	34.08	39	1,076	338	1,242	332	2.2679	151,800	<1H OCEAN
-119.01	35.37	44	593	136	364	121	1.4779	66,000	INLAND
-122.45	37.7	46	2,193	499	1,814	489	4.0125	230,100	NEAR OCEAN
-117.99	33.93	36	1,287	233	779	229	4.8523	175,800	<1H OCEAN
-118.2	34.03	37	1,583	392	1,776	377	2.7266	140,800	<1H OCEAN
-121.44	38.62	37	1,607	385	972	354	1.9107	64,700	INLAND
-118.38	34.02	31	1,893	450	819	426	4.3077	140,600	<1H OCEAN
-117.65	34.07	35	2,501	651	1,182	591	1.4464	113,200	INLAND
-122.76	38.44	14	4,376	797	1,809	746	3.8244	180,000	<1H OCEAN
-121.92	36.61	27	1,619	352	831	344	4.3	226,400	NEAR OCEAN
-121.97	37.36	34	884	153	534	154	6.0116	271,200	<1H OCEAN
-117.57	33.93	3	1,240	151	519	146	7.5408	271,900	INLAND
-117.14	32.71	39	1,647	478	2,176	479	1.7642	82,900	NEAR OCEAN
-122.26	37.8	20	2,373	779	1,659	676	1.6929	115,000	NEAR BAY
-121.29	37.94	40	2,827	655	2,037	574	2.0303	63,800	INLAND
-117.82	33.89	21	3,079	509	1,431	480	4.0714	278,900	<1H OCEAN

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