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
-118.14	34.03	44	2,003	390	1,291	392	4.0625	201,100	<1H OCEAN
-122.18	37.73	42	4,074	874	2,736	780	2.455	82,400	NEAR BAY
-122.18	37.76	49	2,308	452	1,299	451	1.8407	96,700	NEAR BAY
-118.45	34.28	38	1,527	332	1,303	340	3.5714	152,000	<1H OCEAN
-120.97	37.66	24	2,930	588	1,448	570	3.5395	127,900	INLAND
-118.07	33.89	17	2,223	544	2,008	512	3.0777	160,800	<1H OCEAN
-117.03	32.97	16	3,936	694	1,935	659	4.5625	231,200	<1H OCEAN
-120.7	35.31	24	3,504	521	1,490	506	4.6719	337,000	NEAR OCEAN
-119.62	36.58	13	1,788	405	1,652	411	2.6858	62,400	INLAND
-117.21	34.12	32	1,677	354	1,021	339	3.6853	90,900	INLAND
-121.95	37.81	5	7,178	898	2,823	907	9.0776	450,400	<1H OCEAN
-117.08	32.76	20	2,547	785	1,199	643	1.7743	140,300	NEAR OCEAN
-118.84	34.22	11	3,170	420	1,418	432	7.5118	361,900	<1H OCEAN
-120.66	35.29	23	1,932	487	1,380	472	1.9647	253,600	NEAR OCEAN
-117.98	33.71	24	3,430	548	1,601	512	5.6825	264,600	<1H OCEAN
-118.02	34.08	29	2,741	667	2,449	677	3.6944	175,200	INLAND
-122.51	37.97	37	4,296	1,089	2,100	1,025	3.2462	329,400	NEAR BAY
-117.9	33.9	19	2,176	414	1,002	402	4.9743	193,500	<1H OCEAN
-121.89	37.3	52	2,071	362	825	364	4.2414	284,800	<1H OCEAN
-117.09	32.65	25	3,509	985	2,359	899	2.6296	150,000	NEAR OCEAN
-120.67	37.37	18	164	30	104	32	1.6607	87,500	INLAND
-118.37	33.79	36	1,596	234	654	223	8.2064	500,001	NEAR OCEAN
-120.98	37.62	26	3,819	955	3,010	932	1.9206	81,300	INLAND
-117.37	33.2	29	1,315	311	1,425	306	2.0272	99,600	NEAR OCEAN
-118.25	33.9	36	1,135	231	614	227	2.5521	113,100	<1H OCEAN
-118.36	34.03	38	1,400	376	1,139	315	2.2368	120,000	<1H OCEAN
-122.37	37.58	43	2,506	432	967	428	4.7404	500,001	NEAR OCEAN
-119.81	36.51	31	1,241	254	767	226	2.7321	83,600	INLAND
-118.33	33.83	5	13,038	2,679	5,272	2,523	5.5023	286,400	<1H OCEAN
-117.82	33.73	24	845	190	482	190	4.7039	225,000	<1H OCEAN
-117.11	32.97	9	1,531	242	850	240	6.0862	263,600	<1H OCEAN
-120.07	36.96	34	1,457	239	557	226	3.6181	96,500	INLAND
-119.3	36.31	16	2,234	357	1,150	361	4.2778	97,300	INLAND
-117.23	32.8	28	3,379	918	1,849	849	3.0293	241,700	NEAR OCEAN
-116.94	33.74	19	2,901	445	1,414	475	4.6406	118,900	INLAND
-117.09	32.66	46	844	147	423	161	3.375	136,300	NEAR OCEAN
-122.09	37.39	43	2,065	535	1,029	500	3.7318	327,700	NEAR BAY
-121.97	37.55	17	4,924	1,247	3,080	1,182	3.168	189,400	<1H OCEAN
-118.34	34.06	52	2,089	309	883	281	7.4574	500,001	<1H OCEAN
-120.43	34.93	10	2,980	585	1,593	562	3.285	218,300	<1H OCEAN
-118.36	33.96	37	2,146	573	2,009	592	3.6583	177,300	<1H OCEAN
-118.36	34.09	38	2,158	582	1,061	577	2.9643	355,300	<1H OCEAN
-122.23	37.81	52	2,814	365	878	352	7.508	348,700	NEAR BAY
-118.33	34.02	46	2,223	361	968	373	4.26	182,600	<1H OCEAN
-115.56	32.78	29	1,568	283	848	245	3.1597	76,200	INLAND
-117.05	32.72	35	3,669	617	1,694	585	3.9485	133,900	NEAR OCEAN
-117.26	32.82	34	5,846	785	1,817	747	8.496	500,001	NEAR OCEAN
-122.05	37.38	29	1,875	340	816	350	5.4351	336,500	<1H OCEAN
-117.96	34.02	33	349	124	460	83	2.375	133,300	<1H OCEAN
-122.28	37.87	52	1,233	300	571	292	2.2788	182,300	NEAR BAY
-118.44	34.19	29	1,599	459	1,143	438	2.4583	199,100	<1H OCEAN
-118.25	33.79	39	981	286	1,183	298	1.9208	139,800	NEAR OCEAN
-122.68	38.01	41	1,865	392	825	369	4.2011	255,400	NEAR OCEAN
-117.14	32.7	36	633	148	557	139	1.5729	82,700	NEAR OCEAN
-122.15	37.45	52	2,117	353	734	328	6.767	500,001	NEAR BAY
-120.6	37.37	10	3,075	498	1,368	487	4.6667	130,100	INLAND
-121.9	37.3	39	3,627	666	1,531	635	4.537	345,900	<1H OCEAN
-121.27	38.31	17	1,144	202	626	178	4.4107	151,600	INLAND
-117.73	34.09	30	2,345	496	1,897	454	2.4375	112,100	INLAND
-118.34	33.93	32	1,254	399	1,281	386	2.2976	155,700	<1H OCEAN
-118.26	33.83	24	3,059	null	2,064	629	3.5518	184,600	<1H OCEAN
-120.06	39.25	21	2,459	525	584	233	3.01	163,500	INLAND
-121.38	38.68	40	67	17	50	32	1.7596	93,800	INLAND
-117.67	34.1	19	2,969	605	1,326	573	4.3438	155,700	INLAND
-117.06	32.7	12	3,943	737	3,280	751	4.112	141,400	NEAR OCEAN
-119.98	38.9	16	3,109	572	885	334	3.5	134,700	INLAND
-122.86	38.62	35	2,597	522	1,231	499	2.7432	174,000	<1H OCEAN
-118.21	34.12	35	1,937	439	1,523	412	3.5638	170,500	<1H OCEAN
-122.25	37.8	29	2,468	864	1,335	773	1.3929	193,800	NEAR BAY
-122.27	37.77	52	2,388	559	1,121	518	3.3269	234,500	NEAR BAY
-122.25	37.77	43	4,329	1,110	2,086	1,053	2.975	243,400	NEAR BAY
-120.11	39.24	21	3,005	574	385	150	3.1193	153,300	INLAND
-118.44	34.02	37	1,592	308	783	321	6.2583	386,000	<1H OCEAN
-121.3	38.58	29	2,748	563	1,619	525	2.8966	92,400	INLAND
-117.2	32.78	38	2,662	498	1,132	496	4.0057	241,600	NEAR OCEAN
-121.65	36.85	20	2,606	424	1,361	426	4.5787	245,100	<1H OCEAN
-118.39	34.23	43	1,193	299	1,184	320	2.1518	161,600	<1H OCEAN
-118.03	34.06	36	1,018	305	1,307	292	2.1453	162,100	<1H OCEAN
-119.96	38.84	17	2,722	512	828	289	3.5714	109,700	INLAND
-117.06	32.6	24	1,088	268	1,095	246	2.4191	107,300	NEAR OCEAN
-117.12	32.57	35	1,450	256	930	286	2.6715	133,300	NEAR OCEAN
-117.74	34.02	33	2,318	464	1,904	451	3.7454	116,400	INLAND
-122.21	37.84	34	3,038	490	1,140	496	7.0548	325,900	NEAR BAY
-117.21	34.11	26	1,757	304	905	281	3.4103	90,900	INLAND
-122.72	38.47	29	1,706	415	990	394	1.9932	164,800	<1H OCEAN
-119.81	36.85	17	2,340	370	1,174	396	4.2304	94,400	INLAND
-117.69	34.13	8	2,915	371	1,271	354	7.9627	345,400	INLAND
-121.39	38.62	45	2,696	624	1,059	582	1.8176	160,900	INLAND
-118.04	33.83	19	4,526	830	2,318	748	4.6681	320,700	<1H OCEAN
-118.36	33.94	33	939	284	1,309	250	3.4063	152,300	<1H OCEAN
-122.9	39.17	45	1,314	277	649	232	2.575	73,600	INLAND
-117.68	34.1	11	7,392	1,796	3,841	1,621	2.8326	163,000	INLAND
-121.22	38.8	11	2,521	521	1,390	477	3.5265	124,800	INLAND
-117.95	33.82	29	2,929	640	1,618	584	3.6875	213,200	<1H OCEAN
-122.25	38.12	47	1,339	298	794	286	2.5865	109,800	NEAR BAY
-117.42	34.09	28	3,193	525	1,750	523	4.1375	128,300	INLAND
-121.99	37.26	17	4,034	611	1,158	560	8.2069	442,500	<1H OCEAN
-122.06	37.27	16	1,612	221	567	208	10.5793	500,001	<1H OCEAN
-117.09	32.68	30	2,662	653	1,997	605	2.8089	120,600	NEAR OCEAN
-122.35	37.92	36	921	200	585	236	1.9224	94,000	NEAR BAY

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