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
-116.95	33.78	24	3,409	804	1,939	739	1.7303	74,000	INLAND
-118.19	34.03	50	1,183	246	851	231	3.2639	142,600	<1H OCEAN
-122.43	37.8	52	2,520	649	959	607	5.7934	500,001	NEAR BAY
-121.21	37.8	44	300	72	160	73	2.1786	120,800	INLAND
-118.97	35.41	36	1,896	315	937	303	3.996	85,500	INLAND
-122.05	37.36	34	2,400	419	1,017	384	4.1369	316,900	<1H OCEAN
-121.85	37.66	14	4,236	701	1,833	663	5.6399	300,600	INLAND
-117.06	32.64	30	4,494	667	1,883	680	5.766	186,100	NEAR OCEAN
-122.85	38.52	13	4,808	848	2,568	762	3.6583	183,200	<1H OCEAN
-118.39	33.9	7	4,314	725	1,699	718	8.2037	500,001	<1H OCEAN
-118.21	33.81	45	1,816	398	1,524	388	3.8586	157,900	NEAR OCEAN
-118.42	34.27	33	1,209	341	1,097	283	1.6295	134,300	<1H OCEAN
-122.04	37.3	26	1,714	270	778	262	6.075	417,000	<1H OCEAN
-122.18	38.17	7	4,093	651	2,228	646	5.2523	161,300	NEAR BAY
-121.95	37.94	21	3,153	411	1,318	431	6.8642	285,400	INLAND
-118.35	34.09	42	2,210	643	1,228	605	2.5982	315,800	<1H OCEAN
-122.24	37.81	52	2,513	502	1,048	518	3.675	269,900	NEAR BAY
-121.43	38.61	40	1,134	252	675	249	1.3696	65,200	INLAND
-121.31	38.64	19	5,407	838	1,927	804	4.6302	195,400	INLAND
-118.44	34.19	11	2,891	951	2,166	768	2.891	178,100	<1H OCEAN
-116.22	34.21	23	1,175	468	355	151	2.2083	42,500	INLAND
-117.65	33.65	15	3,485	519	1,740	485	6.7543	251,900	<1H OCEAN
-117.66	34.05	33	960	216	831	222	2.5391	108,600	INLAND
-117.05	32.73	27	3,184	588	1,763	571	3.5529	133,900	NEAR OCEAN
-117.27	33.22	16	1,420	311	470	313	1.8849	90,800	<1H OCEAN
-122.17	37.75	43	1,587	320	907	306	1.9821	98,300	NEAR BAY
-117.95	33.8	32	1,219	192	634	197	5.237	215,700	<1H OCEAN
-121.28	38.63	36	120	16	30	14	10.2264	350,000	INLAND
-118.22	34.05	43	1,153	411	1,667	409	1.9402	139,300	<1H OCEAN
-118.39	33.96	45	1,436	374	662	292	3.625	329,400	<1H OCEAN
-122.48	37.76	48	2,660	616	1,491	602	3.9758	348,600	NEAR BAY
-117.96	33.92	18	3,744	1,027	1,654	912	3.2158	215,000	<1H OCEAN
-122.49	37.76	48	1,351	270	650	265	3.5278	339,800	NEAR BAY
-122.45	37.64	19	6,326	1,025	3,444	984	6.2498	353,300	NEAR OCEAN
-122.02	36.97	44	594	169	325	139	1.1552	250,000	NEAR OCEAN
-118.21	33.95	38	1,889	565	2,087	559	1.7778	154,000	<1H OCEAN
-121	39.09	7	439	84	246	80	3.0781	162,500	INLAND
-118.3	33.76	6	6,097	1,270	2,678	1,226	5.1269	285,200	<1H OCEAN
-121.82	37.24	20	3,671	567	1,944	589	6.0538	241,000	<1H OCEAN
-118.88	34.22	22	3,654	517	1,565	518	6.2748	274,800	<1H OCEAN
-118.72	34.29	22	3,266	529	1,595	494	6.0368	248,000	<1H OCEAN
-118.36	34.08	52	1,902	488	848	478	2.9621	175,000	<1H OCEAN
-121.88	37.34	40	1,547	625	1,493	543	1.2887	212,500	<1H OCEAN
-118.55	34.37	21	7,010	1,063	3,331	1,038	6.776	278,100	<1H OCEAN
-116.51	33.89	21	1,284	306	537	233	1.95	61,000	INLAND
-122.44	37.77	52	3,475	807	1,518	777	3.6186	500,001	NEAR BAY
-118.09	34.07	45	726	146	568	160	3.0347	183,200	<1H OCEAN
-117.95	33.68	27	1,732	303	1,115	308	5.5312	239,200	<1H OCEAN
-121.25	38.03	29	2,465	327	859	315	6.6605	220,700	INLAND
-117.35	33.16	10	1,684	515	902	449	3.7891	206,300	NEAR OCEAN
-117.95	33.75	24	2,027	358	1,405	341	5.1416	231,400	<1H OCEAN
-117.26	33.19	4	2,342	595	1,518	545	2.9469	216,100	NEAR OCEAN
-120.47	34.65	32	2,193	430	1,074	377	2.3333	130,200	NEAR OCEAN
-120.76	35.52	7	9,613	1,666	4,487	1,653	3.6667	250,600	<1H OCEAN
-121.82	37.37	41	1,558	281	970	304	4.4167	215,200	<1H OCEAN
-122.16	37.42	34	4,448	610	2,571	581	11.0492	500,001	NEAR OCEAN
-122.02	37.34	26	1,992	328	980	342	6.2475	350,000	<1H OCEAN
-122.61	38.09	18	6,205	821	2,311	756	6.9081	368,700	<1H OCEAN
-117.73	34.07	33	1,025	261	854	269	2.2596	119,400	INLAND
-122.04	37.96	16	2,913	723	1,705	693	2.9097	106,300	NEAR BAY
-118.39	34.03	28	1,722	536	1,161	481	3.2228	232,500	<1H OCEAN
-118.44	33.98	21	18,132	5,419	7,431	4,930	5.3359	500,001	<1H OCEAN
-117.92	33.93	12	4,415	890	1,532	854	3.75	166,300	<1H OCEAN
-117.27	34.5	8	3,567	543	1,133	419	5.3733	302,600	INLAND
-117.91	33.82	29	1,444	326	1,038	271	2.3843	182,900	<1H OCEAN
-122.03	37.56	31	4,981	964	2,841	924	4.8962	220,200	NEAR BAY
-122.86	38.44	31	1,534	292	716	288	3.4471	209,500	<1H OCEAN
-122.02	36.96	52	775	305	1,054	305	2.0172	112,500	NEAR OCEAN
-118.03	33.85	23	5,495	1,141	2,873	1,004	3.9156	224,100	<1H OCEAN
-117.23	32.86	15	1,703	320	587	282	5.0855	209,800	NEAR OCEAN
-122.38	40.57	43	2,251	542	1,479	512	1.5676	58,200	INLAND
-119.84	34.45	26	4,424	616	1,839	601	6.3654	331,200	NEAR OCEAN
-122.21	38.11	31	2,766	604	1,441	552	3.1768	131,000	NEAR BAY
-122.46	37.73	52	3,547	506	1,276	491	8.0069	426,800	NEAR BAY
-118.35	34.17	47	858	170	365	171	2.0385	225,000	<1H OCEAN
-118.06	33.8	21	2,196	504	1,215	477	4.8	196,900	<1H OCEAN
-121.91	37.44	24	1,212	251	799	242	5.0808	212,500	<1H OCEAN
-117.2	34.48	7	4,998	953	2,764	891	3.205	101,900	INLAND
-119.81	36.77	49	1,749	314	705	300	3.15	72,200	INLAND
-121.27	37.87	34	1,010	206	678	234	2.9531	104,000	INLAND
-117.92	34.12	32	2,552	576	2,161	548	2.9459	144,400	<1H OCEAN
-118.43	34.26	37	1,269	348	1,835	335	3.2583	147,200	<1H OCEAN
-118.12	34.15	19	557	216	673	212	2.1763	168,800	<1H OCEAN
-118.17	34.06	43	464	null	416	120	2.475	142,600	<1H OCEAN
-118.14	33.77	51	2,812	621	1,171	566	3.875	342,900	NEAR OCEAN
-121.55	38.59	36	435	95	285	90	1.2292	69,600	INLAND
-119.88	34.43	16	1,734	365	962	391	4.4777	282,500	NEAR OCEAN
-122.91	39.06	21	1,236	238	601	261	1.939	100,300	INLAND
-117.99	33.68	14	3,305	841	2,272	769	3.4899	216,700	<1H OCEAN
-121.9	37.34	52	241	69	385	64	2.619	212,500	<1H OCEAN
-118.31	34.04	37	2,338	686	2,376	630	1.767	170,300	<1H OCEAN
-117.98	33.71	26	1,905	373	1,098	368	4.8611	229,600	<1H OCEAN
-117.9	33.88	35	2,062	353	991	357	5.2897	230,400	<1H OCEAN
-124.05	40.85	31	2,414	428	1,005	401	3.5156	143,000	NEAR OCEAN
-118.46	34.16	28	2,795	622	1,173	545	4.4423	280,400	<1H OCEAN
-120.98	37.59	2	5,042	834	2,784	787	4.6484	145,900	INLAND
-121.71	39.42	21	1,432	284	862	275	2.2813	57,600	INLAND
-118.23	33.9	31	2,143	522	2,276	519	1.8095	100,800	<1H OCEAN
-118.66	34.1	12	2,560	365	907	366	10.076	500,001	NEAR OCEAN
-117.98	34.08	17	3,640	830	3,537	807	3.4784	152,200	INLAND

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