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
-122.44	37.78	52	2,747	736	1,309	653	2.943	341,700	NEAR BAY
-122.68	38.46	15	1,811	406	718	403	2.3929	141,300	<1H OCEAN
-119.78	36.79	33	2,260	440	966	413	2.9301	68,300	INLAND
-121.24	38.64	13	4,491	689	1,657	667	5.259	249,400	INLAND
-118.04	33.72	15	1,836	490	942	477	4.0238	182,500	<1H OCEAN
-122.28	37.54	37	991	180	463	177	5.1701	294,200	NEAR OCEAN
-119.79	36.55	32	1,393	276	999	245	2.0216	76,800	INLAND
-122.09	37.09	46	695	136	408	148	3.9408	222,600	NEAR OCEAN
-119.18	34.16	30	2,053	368	1,496	391	3.6546	186,200	NEAR OCEAN
-118.01	34.13	36	1,332	217	648	203	4.7159	365,900	INLAND
-122.17	39.31	35	2,791	552	1,395	476	2.5625	62,700	INLAND
-118.37	34.23	32	1,444	317	1,177	311	3.6	164,600	<1H OCEAN
-117.06	32.57	25	1,268	282	991	299	3.0284	123,600	NEAR OCEAN
-117.11	32.69	36	1,421	367	1,418	355	1.9425	93,400	NEAR OCEAN
-122.31	37.92	38	1,250	236	631	279	3.724	220,100	NEAR BAY
-122.3	37.97	34	2,854	528	1,211	452	3.5353	164,700	NEAR BAY
-118.15	34.2	52	1,786	306	1,018	322	4.1518	182,100	INLAND
-121.98	37.28	27	3,526	589	1,725	553	5.7812	275,000	<1H OCEAN
-118.41	33.9	39	2,311	404	1,044	380	8.468	472,100	<1H OCEAN
-118.32	34.11	42	2,462	543	857	482	4.0833	434,400	<1H OCEAN
-119.65	36.33	47	1,059	268	693	241	1.3882	53,800	INLAND
-117.38	34.11	32	3,179	662	1,878	661	3.1375	101,200	INLAND
-120.45	34.71	21	1,868	268	522	255	6.4678	249,300	NEAR OCEAN
-118.4	34.01	44	1,494	262	618	266	5.4035	356,300	<1H OCEAN
-122.43	37.8	52	1,380	322	553	288	4.0417	500,001	NEAR BAY
-120.83	37.58	30	1,527	256	757	240	3.6629	171,400	INLAND
-118.18	33.97	30	2,887	866	2,806	830	2.2122	169,400	<1H OCEAN
-118.08	34.09	33	2,557	578	1,715	530	2.9196	208,800	<1H OCEAN
-120.14	36	33	1,726	420	1,371	388	2.0335	43,900	INLAND
-122.41	37.59	34	3,931	622	1,717	621	6.2946	450,000	NEAR OCEAN
-118.3	34.06	23	2,512	1,203	3,720	1,118	1.7896	322,200	<1H OCEAN
-124.09	40.88	31	1,982	495	1,052	467	1.5326	74,100	NEAR OCEAN
-118.3	33.87	31	1,398	261	823	263	5.0641	234,900	<1H OCEAN
-118.14	33.9	39	1,379	282	883	291	3.3375	180,100	<1H OCEAN
-121.81	37.28	17	2,277	428	1,887	422	5.7078	217,000	<1H OCEAN
-122.48	37.74	52	2,285	435	1,211	442	4.0208	323,100	NEAR OCEAN
-117.72	33.62	19	1,144	268	365	279	2.8583	105,800	<1H OCEAN
-117.69	33.63	23	1,444	260	792	253	4.9079	273,800	<1H OCEAN
-118.22	33.84	38	1,928	429	1,358	399	4.0687	160,300	<1H OCEAN
-120.59	38.45	13	2,944	558	1,091	466	3	119,000	INLAND
-121.62	39.76	14	2,063	559	934	529	1.7788	85,800	INLAND
-122.41	40.58	35	2,072	385	1,029	375	2.8512	75,600	INLAND
-117.23	32.81	24	3,271	508	1,496	482	5.9359	422,200	NEAR OCEAN
-122.41	37.79	52	2,302	938	1,515	861	1.3668	55,000	NEAR BAY
-118.33	34.19	46	2,115	463	1,133	439	3.7344	222,000	<1H OCEAN
-119.73	36.75	39	1,745	321	901	303	3.1719	67,900	INLAND
-118.34	34.07	52	3,175	1,057	1,594	997	3.1766	225,000	<1H OCEAN
-118.31	33.9	38	1,400	399	1,131	405	3.5417	198,400	<1H OCEAN
-122.7	38.35	14	2,313	null	954	397	3.7813	146,500	<1H OCEAN
-117.3	34.05	7	4,672	1,121	2,534	1,046	3.4228	115,700	INLAND
-120.65	35.41	15	6,725	1,111	3,139	1,029	4.1875	261,600	<1H OCEAN
-117.27	33.77	16	2,876	576	1,859	545	2.0878	101,300	<1H OCEAN
-117.97	33.68	26	3,653	568	1,930	585	5.7301	260,900	<1H OCEAN
-117.9	34.12	33	1,555	361	1,571	386	4.0529	138,200	<1H OCEAN
-121.87	37.27	18	3,561	560	1,753	553	5.0292	269,400	<1H OCEAN
-121.51	38.53	34	1,613	265	631	266	4.25	191,900	INLAND
-122.47	37.69	27	2,447	720	2,104	657	3.449	239,100	NEAR OCEAN
-120.97	37.68	9	1,114	172	529	174	4.7159	163,700	INLAND
-118.34	34.17	49	3,033	580	1,284	561	4.1161	232,500	<1H OCEAN
-119.52	34.41	20	4,489	800	2,867	765	4.806	279,700	<1H OCEAN
-122.19	37.48	38	1,300	269	608	292	4.5568	286,900	NEAR BAY
-118.2	34.04	47	1,894	408	1,629	379	3.7619	127,600	<1H OCEAN
-124.14	40.79	38	1,552	290	873	291	2.4896	81,000	NEAR OCEAN
-118.52	34.21	34	1,663	299	762	282	5.1265	211,000	<1H OCEAN
-119.79	36.81	35	1,877	328	1,155	353	3.069	69,600	INLAND
-119.27	34.27	52	459	112	276	107	2.375	198,400	NEAR OCEAN
-117.64	33.65	4	6,842	1,512	3,256	1,439	5.4132	216,600	<1H OCEAN
-117.23	33.16	4	3,066	625	1,164	582	4	228,100	NEAR OCEAN
-117.98	33.66	26	3,527	547	1,615	542	6.1624	279,400	<1H OCEAN
-122.16	37.47	33	3,687	852	3,091	852	2.6506	162,600	NEAR BAY
-122.07	37.39	30	1,695	480	932	447	3.5045	352,500	NEAR BAY
-116.97	33.96	12	5,876	1,222	2,992	1,151	2.4322	112,100	INLAND
-122.03	37.36	28	2,490	345	948	361	6.4913	411,900	<1H OCEAN
-117.8	33.9	22	3,760	482	1,485	461	7.8537	354,900	<1H OCEAN
-122.06	37.7	33	3,906	790	1,912	770	3.5187	209,400	NEAR BAY
-117.79	34.45	18	2,986	597	1,355	472	3.2765	165,000	INLAND
-117.09	32.75	28	1,220	391	1,286	396	1.2286	105,000	NEAR OCEAN
-121.98	37.8	17	3,354	422	1,457	425	7.6473	345,800	<1H OCEAN
-118.35	34	30	1,879	226	740	266	6.431	492,500	<1H OCEAN
-118.56	34.2	35	1,770	362	1,083	355	5.0483	221,000	<1H OCEAN
-118.95	35.37	37	1,475	327	946	295	1.6728	55,400	INLAND
-116.9	33.22	11	4,132	773	2,012	703	3.1906	234,500	<1H OCEAN
-122.18	37.47	37	2,848	328	852	327	13.367	500,001	NEAR BAY
-122.27	37.45	41	830	136	353	153	6.3824	500,001	NEAR OCEAN
-118.14	34.68	31	2,666	662	1,337	602	2.4432	101,100	INLAND
-118.38	33.84	26	2,869	567	1,157	538	6.0382	355,300	<1H OCEAN
-118.35	33.9	25	3,309	902	2,299	837	3.0417	237,000	<1H OCEAN
-118.42	33.99	35	1,724	419	1,079	394	4.5521	263,800	<1H OCEAN
-116.31	33.66	7	4,497	831	2,248	713	3.6354	98,000	INLAND
-117.87	33.87	15	1,898	476	1,766	455	2.4929	158,500	<1H OCEAN
-118.35	33.86	24	2,139	481	971	418	4.3859	271,300	<1H OCEAN
-122.44	37.72	52	2,890	571	1,769	541	3.8274	252,000	NEAR BAY
-122.08	37.38	36	1,199	198	485	199	5.0796	373,400	NEAR BAY
-121.37	38.63	32	3,658	797	1,452	715	2.6623	120,700	INLAND
-117.28	33.18	14	676	118	384	126	6.2096	178,100	NEAR OCEAN
-117.09	32.61	23	1,157	309	640	313	2.1548	118,800	NEAR OCEAN
-118.29	34.08	38	380	130	445	140	1.9286	137,500	<1H OCEAN
-123.73	40.48	25	2,015	524	746	251	1.7153	77,100	INLAND
-122.39	37.73	46	1,517	299	879	309	2.2222	195,100	NEAR BAY
-118.17	33.78	29	2,920	962	3,580	772	1.7393	140,200	NEAR OCEAN

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