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
-122.03	37.59	16	4,371	889	2,530	817	4.6786	256,000	NEAR BAY
-118.25	34.22	34	2,510	535	1,516	542	3.8068	267,000	<1H OCEAN
-117.9	33.73	26	1,324	314	1,804	311	3.9659	178,500	<1H OCEAN
-117.78	33.88	16	1,800	238	871	234	6.6678	301,900	<1H OCEAN
-118.33	33.99	46	1,582	315	777	286	3.2083	149,600	<1H OCEAN
-122.19	37.75	28	856	189	435	162	0.8012	81,800	NEAR BAY
-122.01	37.26	14	2,561	404	1,172	378	7.6107	500,001	<1H OCEAN
-121.84	37.98	8	7,505	1,089	3,325	1,016	5.2699	204,200	INLAND
-118.39	34.19	23	1,875	710	2,555	657	2.0968	162,500	<1H OCEAN
-118.29	34.11	40	2,681	737	1,144	669	3.0461	264,300	<1H OCEAN
-118.99	35.39	36	1,438	348	1,054	341	1.8319	55,400	INLAND
-118.26	33.89	36	2,230	417	1,395	381	2.8493	109,600	<1H OCEAN
-117.27	33.68	8	26,322	4,072	9,360	3,361	5.3238	228,900	<1H OCEAN
-116.93	32.85	5	4,116	990	2,770	905	3.1142	150,000	<1H OCEAN
-118.29	33.94	34	1,089	278	995	315	2.3352	107,700	<1H OCEAN
-117.31	34.53	26	2,299	496	1,259	441	2.6125	79,900	INLAND
-118.32	33.98	49	1,993	446	1,052	394	2.2138	119,800	<1H OCEAN
-117.91	33.87	29	1,121	null	762	276	2.5	143,800	<1H OCEAN
-118.39	33.88	33	2,543	439	1,098	416	5.9683	495,500	<1H OCEAN
-118.17	33.98	27	1,871	556	2,542	581	2.8427	164,400	<1H OCEAN
-118.47	34.29	18	4,256	987	3,401	955	4.2935	190,000	<1H OCEAN
-124.16	40.8	52	1,703	500	952	435	1.1386	74,100	NEAR OCEAN
-117.36	33.88	10	5,600	848	2,573	788	5.0346	240,500	INLAND
-119.02	35.38	48	346	92	129	63	1.1875	63,800	INLAND
-118.02	33.96	36	2,071	398	988	404	4.6226	219,700	<1H OCEAN
-120.87	38.83	12	2,180	423	1,070	377	2.8562	128,200	INLAND
-118.53	34.09	37	5,477	833	1,925	757	8.1888	500,001	<1H OCEAN
-117.31	33.17	7	2,349	312	809	282	5.552	283,900	NEAR OCEAN
-119.18	35.5	36	1,253	259	932	249	2.1635	110,400	INLAND
-117.24	33.21	19	1,872	489	1,859	446	2.1875	121,700	<1H OCEAN
-118.63	34.18	32	1,646	242	697	233	6.6689	433,000	<1H OCEAN
-118.19	35.05	14	2,992	573	1,631	526	3.7452	83,200	INLAND
-118.3	33.75	23	1,957	517	1,454	526	3.5056	203,100	<1H OCEAN
-118.37	34.09	31	2,697	706	1,059	689	2.8942	500,001	<1H OCEAN
-118.12	34.1	49	2,057	430	1,103	414	4.0556	282,600	<1H OCEAN
-118.3	33.96	43	2,009	442	1,095	439	2.8299	109,500	<1H OCEAN
-122.26	37.38	28	1,103	164	415	154	7.8633	500,001	NEAR OCEAN
-124.15	40.76	24	2,858	511	1,388	512	3.375	100,600	NEAR OCEAN
-118.19	33.97	27	2,911	972	3,559	945	1.9485	146,300	<1H OCEAN
-122.42	37.73	35	1,791	322	988	304	4.5769	254,500	NEAR BAY
-117.32	34.07	52	1,226	269	693	272	1.9963	76,900	INLAND
-117	33.29	17	2,073	313	573	221	8.2531	419,200	<1H OCEAN
-117.16	32.89	5	8,576	1,952	5,006	1,827	4.3598	189,100	<1H OCEAN
-118.53	34.22	29	4,101	849	2,630	867	4.6607	199,800	<1H OCEAN
-121.62	36.63	52	1,437	298	836	257	3.6286	165,500	<1H OCEAN
-118.16	33.91	6	3,445	847	2,467	712	3.1507	144,000	<1H OCEAN
-122.07	37.64	25	4,524	860	2,426	862	4.7083	190,900	NEAR BAY
-118	33.94	35	2,603	482	1,305	507	3.9543	214,400	<1H OCEAN
-118.46	34.22	31	2,057	601	2,397	579	2.871	184,400	<1H OCEAN
-119.79	36.76	52	1,185	260	635	239	1.175	56,100	INLAND
-117.19	32.77	14	3,575	992	1,645	839	2.4397	140,600	NEAR OCEAN
-118.42	34.24	17	2,049	548	2,243	541	2.525	163,700	<1H OCEAN
-121.24	38.22	28	2,593	487	1,365	457	3.3929	113,000	INLAND
-118.01	33.71	18	6,565	1,357	3,079	1,248	4.7515	295,600	<1H OCEAN
-122.31	37.91	43	2,549	511	1,060	528	3.6417	178,400	NEAR BAY
-118.13	33.84	46	2,439	429	944	374	4.2841	312,400	<1H OCEAN
-118.85	34.19	27	2,287	320	967	321	6.5162	349,400	<1H OCEAN
-118.31	34.13	40	2,822	443	907	414	7.2692	498,700	<1H OCEAN
-116.46	33.78	33	2,565	745	2,301	638	2.5477	83,000	INLAND
-122.45	37.79	52	3,069	579	1,107	536	5.5634	500,001	NEAR BAY
-121.08	39.22	30	2,188	null	1,033	437	2.1419	105,200	INLAND
-118.19	33.92	35	915	241	1,153	252	3.305	115,800	<1H OCEAN
-122.07	37.37	30	2,937	407	1,097	407	7.9813	473,500	NEAR BAY
-118.03	33.72	24	5,203	957	2,465	946	5.163	261,000	<1H OCEAN
-118.43	34.15	28	6,270	1,706	2,549	1,497	3.2241	295,800	<1H OCEAN
-118.9	34.18	14	2,627	328	1,121	328	7.0504	333,800	<1H OCEAN
-122.06	37.34	20	3,435	593	1,293	553	6.7578	451,400	<1H OCEAN
-118.15	34.04	33	818	195	664	198	2.1944	203,300	<1H OCEAN
-118.44	35.13	34	1,170	290	602	266	1.7917	80,000	INLAND
-122.68	41.15	32	817	206	224	89	3.631	90,400	INLAND
-122.42	37.76	52	2,038	629	2,007	596	2.5701	266,700	NEAR BAY
-115.54	32.99	17	1,697	268	911	254	4.3523	96,000	INLAND
-122.22	37.84	50	2,935	473	1,031	479	7.5	295,200	NEAR BAY
-122.64	38.01	36	1,199	232	551	229	3.7321	266,700	NEAR OCEAN
-121.29	38.61	17	13,553	2,474	6,544	2,359	3.9727	132,700	INLAND
-122.49	37.78	32	3,028	815	1,704	718	3.2028	322,900	NEAR BAY
-122.32	37.92	22	1,119	220	565	199	3.3594	186,900	NEAR BAY
-118.08	33.97	36	1,678	323	1,380	352	3.5481	163,300	<1H OCEAN
-119.33	35.59	20	3,085	691	2,645	676	1.7868	54,100	INLAND
-121.32	38.66	21	1,276	208	501	205	3.95	143,600	INLAND
-118.46	34.14	34	5,264	771	1,738	753	8.8115	500,001	<1H OCEAN
-120.9	35.33	16	1,576	287	595	262	3.588	266,300	NEAR OCEAN
-122.46	40.52	13	2,085	322	1,077	333	5.2149	146,500	INLAND
-123.84	40.28	28	2,809	605	1,093	438	2.0962	74,000	<1H OCEAN
-121.55	38.55	10	6,227	1,164	2,909	1,077	4.106	115,900	INLAND
-117.92	34.03	35	1,341	233	898	216	4.1118	157,300	<1H OCEAN
-118.77	34.28	26	2,873	480	1,915	475	5.3681	187,700	<1H OCEAN
-118.47	34.23	22	8,350	2,717	9,135	2,452	2.5008	160,000	<1H OCEAN
-118.47	34.32	13	2,664	518	1,468	521	4.8988	325,200	<1H OCEAN
-118.24	33.9	40	1,308	272	901	257	2.8269	98,000	<1H OCEAN
-118.43	37.4	19	2,460	405	1,225	425	4.1576	141,500	INLAND
-118.06	33.88	17	7,187	1,073	3,844	1,068	6.5901	337,400	<1H OCEAN
-122.03	37.62	35	2,072	352	1,001	350	4.7109	198,700	NEAR BAY
-122.24	37.83	52	1,757	246	585	227	5.8948	457,800	NEAR BAY
-118.34	33.99	48	2,225	433	1,170	401	2.9643	140,400	<1H OCEAN
-118.86	34.22	22	1,230	200	673	195	6.2708	251,400	<1H OCEAN
-122.27	37.51	39	3,996	793	1,744	761	4.5075	364,900	NEAR OCEAN
-118.75	34.28	27	1,452	251	928	259	4.6908	186,600	<1H OCEAN
-121.42	38.55	35	182	39	115	43	2.6417	98,900	INLAND
-118.34	34.05	41	2,099	472	1,369	465	2.7409	167,100	<1H OCEAN

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