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
-117.75	33.54	21	8,711	1,544	3,173	1,396	5.0907	378,200	<1H OCEAN
-118.42	34.13	38	3,830	518	1,292	516	12.7823	500,001	<1H OCEAN
-121.39	38.69	30	2,897	506	1,508	478	3.865	88,400	INLAND
-121.08	39.21	17	3,033	590	1,319	583	2.4811	111,800	INLAND
-122.16	37.68	16	1,687	348	568	352	2.3869	83,300	NEAR BAY
-117.99	33.67	17	1,692	427	903	423	3.5859	262,500	<1H OCEAN
-118.13	33.86	45	1,320	256	645	256	4.4	209,500	<1H OCEAN
-118.06	34.16	34	2,297	419	909	412	4.8214	362,500	INLAND
-118.08	33.89	33	2,131	435	2,045	426	4	145,700	<1H OCEAN
-117.15	32.76	40	1,809	474	826	456	2.6518	179,800	NEAR OCEAN
-118.18	33.88	44	1,308	267	783	237	4.7361	167,700	<1H OCEAN
-121.77	37.22	16	3,992	540	2,097	555	6.7287	299,300	<1H OCEAN
-117.28	34.24	16	3,474	633	853	315	5.2185	128,600	INLAND
-122.04	37.31	24	3,388	633	1,627	585	5.154	355,100	<1H OCEAN
-122.22	37.4	32	2,297	287	814	283	15.0001	500,001	NEAR OCEAN
-117.4	34.11	14	1,933	347	1,443	376	4.2121	128,100	INLAND
-118.28	34.01	48	483	190	775	188	2.3309	126,600	<1H OCEAN
-121.19	39.55	17	1,483	284	481	211	1.4896	83,300	INLAND
-119.63	36.32	36	1,518	287	749	255	2.2333	61,000	INLAND
-122.09	37.4	24	3,983	1,126	2,645	1,072	3.6742	275,000	NEAR BAY
-121.93	37.76	5	2,255	269	876	258	10.3345	461,400	<1H OCEAN
-118.04	34.07	39	1,382	315	1,090	308	3.8125	174,000	<1H OCEAN
-118.1	33.91	29	505	113	411	113	2.6397	164,400	<1H OCEAN
-118.38	33.77	21	11,353	1,537	4,649	1,504	9.821	500,001	NEAR OCEAN
-121.43	38.56	41	1,105	227	443	210	3.1827	131,700	INLAND
-122.41	37.63	37	1,252	275	878	287	4.2262	228,500	NEAR OCEAN
-115.53	32.97	34	2,231	545	1,568	510	1.5217	60,300	INLAND
-119.81	34.47	26	4,382	618	1,728	587	7.4734	432,200	NEAR OCEAN
-120.46	34.63	48	1,408	301	682	279	2.9271	146,600	NEAR OCEAN
-118.85	34.18	11	5,873	1,455	3,089	1,365	3.5504	173,800	<1H OCEAN
-118.38	34.16	46	2,609	593	1,055	585	3.3177	309,400	<1H OCEAN
-117.23	34.13	10	1,145	293	726	251	1.645	68,700	INLAND
-118.16	34.02	47	1,055	298	1,303	302	2.6964	138,800	<1H OCEAN
-121.96	37.53	28	2,949	529	1,538	545	4.9615	228,000	<1H OCEAN
-119.52	36.61	33	1,225	275	1,065	248	1.8958	55,100	INLAND
-121.34	38.64	17	2,761	501	1,128	482	3.7562	139,700	INLAND
-118.54	34.28	18	5,481	780	2,477	764	6.7248	377,200	<1H OCEAN
-119.8	36.79	45	1,337	187	471	187	5.187	153,800	INLAND
-118.38	34.19	37	1,434	394	1,667	404	2.4375	176,300	<1H OCEAN
-117.19	34.05	33	1,688	313	808	298	3.2188	117,800	INLAND
-118.01	35.12	15	1,926	361	917	316	3.3889	68,500	INLAND
-122.7	38.45	47	904	154	310	144	3.9766	190,600	<1H OCEAN
-118.17	34.67	5	8,352	1,555	3,723	1,389	4.5659	140,300	INLAND
-117.09	32.75	19	2,739	707	2,004	622	1.6318	117,700	NEAR OCEAN
-117.97	34.14	15	3,595	964	1,839	877	2.6014	150,300	INLAND
-117.98	33.87	25	2,037	515	1,435	496	3.3199	188,800	<1H OCEAN
-122.11	37.66	35	2,843	652	1,726	643	3.09	174,100	NEAR BAY
-121.05	38.14	19	3,326	561	1,544	511	2.9875	166,300	INLAND
-117.35	33.98	31	4,163	1,242	3,928	1,076	1.6943	85,900	INLAND
-117.93	34.12	36	294	67	266	80	3.5385	134,400	INLAND
-120.51	40.41	36	36	8	4,198	7	5.5179	67,500	INLAND
-118.25	34.15	31	1,238	338	605	331	2.8478	228,100	<1H OCEAN
-117.32	34.1	42	801	176	711	183	1.8681	59,700	INLAND
-117.41	33.94	22	4,179	1,081	2,096	1,013	2.4435	118,500	INLAND
-124.1	40.88	35	2,987	578	1,581	585	2.0657	81,100	NEAR OCEAN
-122.57	37.97	47	5,416	1,115	2,177	1,027	3.5055	382,100	NEAR BAY
-117.27	33.92	13	8,443	1,744	4,885	1,470	3.0907	127,200	INLAND
-118.09	33.8	36	1,724	322	838	328	4.4831	253,900	<1H OCEAN
-117.98	33.71	24	2,308	464	1,101	407	4.4766	230,000	<1H OCEAN
-117.9	33.83	23	2,459	689	2,720	598	2.8072	164,700	<1H OCEAN
-117.06	32.61	23	1,630	362	1,267	418	2.5625	131,100	NEAR OCEAN
-119.04	35.37	46	1,637	338	714	297	2.1818	75,300	INLAND
-117.34	33.94	13	7,910	null	3,382	1,176	5.5563	214,500	INLAND
-122.17	38.08	7	18,392	2,782	8,276	2,742	6.4232	229,200	NEAR BAY
-117.27	34.07	21	418	132	401	120	1.7206	82,100	INLAND
-122.73	38.46	14	2,324	754	1,026	677	1.722	150,000	<1H OCEAN
-118.41	34.19	45	1,106	225	595	228	3.6625	190,700	<1H OCEAN
-118.25	34.11	43	2,230	583	1,667	543	2.8667	217,800	<1H OCEAN
-120.32	38.71	13	1,115	255	86	32	3.5667	115,600	INLAND
-124.02	40.72	28	3,513	634	1,658	598	3.8095	119,900	<1H OCEAN
-118.32	33.74	24	6,097	794	2,248	806	10.1357	500,001	NEAR OCEAN
-121.83	37.35	31	2,914	715	3,547	645	3.7143	178,600	<1H OCEAN
-117.2	34.52	12	4,476	761	2,255	735	3.925	118,500	INLAND
-117.38	34.06	17	3,139	569	1,612	516	3.3571	112,300	INLAND
-121.92	37.72	4	7,477	1,576	2,937	1,506	5.1437	299,400	<1H OCEAN
-122.48	37.76	52	1,845	336	1,015	337	4.1397	331,300	NEAR BAY
-122.08	37.95	24	3,173	548	1,351	536	5.0672	243,000	NEAR BAY
-122.73	39.04	23	1,618	395	425	244	1.9833	111,500	INLAND
-118.29	33.98	41	1,582	416	1,422	370	1.0516	108,300	<1H OCEAN
-122.27	37.88	37	2,619	682	1,152	616	2.52	277,800	NEAR BAY
-118.08	34.13	39	788	128	413	139	5.9546	396,700	INLAND
-117.97	34.08	8	2,027	480	1,781	447	3.0806	142,400	INLAND
-119.69	34.38	39	1,383	459	677	362	2.25	281,300	NEAR OCEAN
-117.08	32.93	5	14,944	2,490	6,600	2,407	6.0857	308,300	<1H OCEAN
-119.78	36.82	22	4,241	1,147	1,929	971	1.7708	53,500	INLAND
-121.9	37.31	52	2,125	431	1,014	443	5.8186	281,100	<1H OCEAN
-119.74	36.75	47	2,236	418	1,042	397	2.9545	59,600	INLAND
-117.14	34.01	26	7,561	1,051	2,909	1,012	7.2972	269,600	INLAND
-118.34	33.84	36	1,561	252	740	253	6.2778	309,700	<1H OCEAN
-122.26	37.86	52	3,497	832	1,493	794	2.9044	257,400	NEAR BAY
-121.86	37.4	16	2,391	369	1,419	373	5.8721	267,800	<1H OCEAN
-116.4	34.12	16	5,648	1,089	2,524	1,008	2.6739	78,000	INLAND
-118.39	33.79	30	4,402	563	1,582	551	10.898	500,001	NEAR OCEAN
-118.15	34.09	27	1,935	460	1,456	382	2.8062	192,800	<1H OCEAN
-118.27	33.8	28	4,698	902	3,287	881	4.8508	215,900	<1H OCEAN
-117.08	33.03	18	1,339	284	761	290	5.3074	137,200	<1H OCEAN
-121.46	38.56	52	1,878	393	722	381	3.3348	122,800	INLAND
-117.09	32.7	22	2,409	582	1,887	578	1.4089	94,200	NEAR OCEAN
-122.12	37.4	32	3,514	473	1,583	480	10.3894	500,001	NEAR BAY
-120.47	34.65	16	2,549	428	1,486	432	4.2875	150,700	NEAR OCEAN

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