Datasets:

Amangukiya
/

cs482

Dataset card Viewer Files Files and versions Community

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
-122.02	37.6	32	1,295	295	1,097	328	3.2386	149,600	NEAR BAY
-118.31	34.08	27	1,514	510	1,603	518	2.8971	251,100	<1H OCEAN
-118.61	34.21	34	3,494	557	1,861	576	5.6407	251,500	<1H OCEAN
-118.53	34.25	20	6,331	1,537	2,957	1,509	3.3892	323,100	<1H OCEAN
-121.63	39.15	27	336	60	195	68	5.3946	71,800	INLAND
-118.06	34.06	28	1,778	605	2,184	574	1.9189	165,900	<1H OCEAN
-117.12	32.66	52	16	4	8	3	1.125	60,000	NEAR OCEAN
-117.06	32.56	5	2,706	925	3,148	855	1.7301	125,000	NEAR OCEAN
-118.53	34.37	8	3,839	852	1,342	593	3.9118	333,700	<1H OCEAN
-120.85	37.78	25	421	null	303	106	2.2679	71,300	INLAND
-122.01	36.98	47	2,403	517	1,144	455	2.5954	229,400	NEAR OCEAN
-118.44	34.22	41	1,030	214	664	223	3.8083	183,800	<1H OCEAN
-118.51	34.27	34	3,787	771	1,966	738	4.055	222,500	<1H OCEAN
-119.53	37.34	26	4,047	702	571	199	2.3482	179,500	INLAND
-117.09	32.69	34	1,469	267	1,031	267	3.4583	112,700	NEAR OCEAN
-118.28	34.18	47	2,243	339	911	319	7.4046	446,800	<1H OCEAN
-121.64	36.8	18	5,915	1,000	2,975	975	4.5812	255,200	<1H OCEAN
-118.31	33.97	52	1,595	325	823	302	3.2188	124,200	<1H OCEAN
-118.28	34.04	19	460	241	890	229	1.6089	162,500	<1H OCEAN
-121.87	37.22	17	2,825	365	1,052	345	8.0595	485,000	<1H OCEAN
-122.12	37.68	35	1,958	484	1,146	448	2.95	148,900	NEAR BAY
-122.15	37.46	30	4,198	1,244	2,678	1,147	3.6712	308,600	NEAR BAY
-118.04	34.16	38	1,594	249	633	247	5.9582	350,700	INLAND
-117.18	32.68	29	1,539	344	556	289	3.25	500,001	NEAR OCEAN
-118.46	34	39	4,098	1,100	2,054	1,053	2.918	345,600	<1H OCEAN
-117.67	34.03	20	8,561	1,411	4,861	1,450	4.7056	165,500	INLAND
-118.55	34.03	35	9,075	1,858	3,646	1,724	6.0307	500,001	<1H OCEAN
-121.29	38.63	24	2,868	527	1,284	487	3.3182	213,000	INLAND
-123.01	38.8	21	360	96	131	74	3.5156	133,300	<1H OCEAN
-120.48	39.78	11	513	104	204	86	2.375	100,000	INLAND
-122.39	37.73	43	4,864	972	3,134	959	4.3393	217,300	NEAR BAY
-118.27	34.27	27	5,205	859	2,363	888	6.1946	276,100	<1H OCEAN
-118.26	34.07	36	2,306	813	2,823	765	2.0214	170,500	<1H OCEAN
-122.01	38.25	11	6,550	1,149	3,570	1,123	3.8583	137,900	INLAND
-118.63	34.18	33	5,252	760	2,041	730	6.7977	389,700	<1H OCEAN
-117.28	34.15	38	1,981	343	796	344	3.8125	97,400	INLAND
-118.03	33.79	32	3,191	634	1,718	611	4.1548	216,600	<1H OCEAN
-120.41	36.77	24	1,335	312	1,180	267	1.947	68,900	INLAND
-118.12	33.97	33	3,099	839	2,025	750	3.183	191,100	<1H OCEAN
-120.94	39.22	12	1,321	268	661	232	4.0062	153,800	INLAND
-121.81	37.26	16	1,911	327	1,158	332	5.9359	249,500	<1H OCEAN
-120.67	35.5	15	2,752	546	1,422	545	3.2813	175,000	<1H OCEAN
-121	37.62	28	1,153	420	1,043	357	1.0801	75,000	INLAND
-118.09	33.7	13	4,770	969	2,261	972	5.883	295,100	NEAR OCEAN
-121.49	37.94	31	1,860	394	1,848	293	2.2891	162,500	INLAND
-122.47	37.69	34	1,954	357	1,130	367	4.6447	304,500	NEAR OCEAN
-122.7	38.45	26	2,011	557	855	530	1.125	233,300	<1H OCEAN
-117.58	33.65	4	2,000	422	833	386	5.7709	190,300	<1H OCEAN
-118.17	34.05	45	733	178	715	165	2.5962	124,100	<1H OCEAN
-118.24	34.16	52	2,187	284	733	274	9.5823	406,200	<1H OCEAN
-122.1	37.97	18	4,326	655	1,753	646	5.6931	269,600	NEAR BAY
-118.41	34.03	24	3,711	1,192	1,764	1,147	3.1642	366,700	<1H OCEAN
-117.78	33.68	19	2,500	331	1,027	327	6.115	315,600	<1H OCEAN
-119.26	36.5	35	1,689	371	1,475	329	2.5719	74,300	INLAND
-119.83	36.73	21	1,702	358	1,347	316	2.4137	62,100	INLAND
-121.63	38.04	25	2,019	411	888	326	3.2619	183,800	INLAND
-117.84	33.84	23	6,157	1,129	2,817	1,073	5.0629	232,600	<1H OCEAN
-117.21	33.12	4	3,261	689	926	561	4.3672	258,900	NEAR OCEAN
-117.08	32.8	32	1,587	268	635	249	3.375	178,100	NEAR OCEAN
-124.09	40.55	24	2,978	553	1,370	480	2.7644	97,300	<1H OCEAN
-122.53	37.65	20	4,582	1,124	2,325	1,040	4.0556	275,000	NEAR OCEAN
-121.97	37.54	31	1,949	344	986	322	4.6349	196,200	<1H OCEAN
-122.31	37.52	35	1,817	262	659	262	6.8336	457,200	NEAR OCEAN
-118.42	34.24	36	1,181	220	775	218	4.7228	183,800	<1H OCEAN
-117.29	34.14	45	1,598	314	771	319	2.5417	82,900	INLAND
-117.01	32.75	34	2,105	340	973	357	4.3088	152,500	<1H OCEAN
-124.27	40.69	36	2,349	528	1,194	465	2.5179	79,000	NEAR OCEAN
-117	34.87	16	6,862	1,292	3,562	1,126	3.6091	87,200	INLAND
-118.43	34.08	46	778	90	238	93	15.0001	500,001	<1H OCEAN
-118.32	34.19	37	589	119	375	122	3.3897	222,700	<1H OCEAN
-117.3	34.39	11	3,572	592	1,876	507	3.6615	105,100	INLAND
-118.31	34.07	20	3,264	1,248	2,919	1,191	2.3674	500,001	<1H OCEAN
-118.36	34.09	28	1,111	300	526	294	2.6136	383,300	<1H OCEAN
-118.13	34.15	28	1,119	334	739	323	2.5903	125,000	<1H OCEAN
-120.15	39.8	19	785	151	366	140	3.0625	82,500	INLAND
-118.28	33.99	52	1,283	342	1,363	329	2.5848	101,900	<1H OCEAN
-118.33	34	47	825	187	416	173	2.3333	133,300	<1H OCEAN
-118.31	36.94	35	2,563	530	861	371	2.325	80,600	INLAND
-118.1	34.14	26	6,262	1,645	3,001	1,505	3.6572	213,200	<1H OCEAN
-117.45	34.1	9	4,288	1,017	3,156	900	2.7827	105,800	INLAND
-118.18	33.83	39	3,622	745	1,330	648	3.3125	425,500	NEAR OCEAN
-117.75	33.71	15	2,849	537	878	520	3.2841	158,300	<1H OCEAN
-118.22	34.66	17	3,810	662	1,867	586	4.9	152,400	INLAND
-121.22	38.71	23	1,843	273	818	276	4.4695	214,700	INLAND
-118.08	33.99	37	1,419	310	1,125	296	2.5	162,000	<1H OCEAN
-118.3	34.17	30	48	14	74	16	5.0056	162,500	<1H OCEAN
-116.92	32.77	16	2,770	406	1,269	429	6.6783	275,000	<1H OCEAN
-118.16	34.68	17	2,994	832	1,571	695	2.5902	85,400	INLAND
-117.25	33.65	10	1,652	316	725	233	3.5125	155,600	<1H OCEAN
-118.07	33.98	41	1,478	273	916	281	3.9688	169,800	<1H OCEAN
-118.35	34	46	3,402	503	1,389	504	5.3462	270,400	<1H OCEAN
-117.11	32.76	21	2,226	600	1,085	533	2.2604	126,300	NEAR OCEAN
-118.98	35.35	21	496	131	511	124	1.7614	33,200	INLAND
-124.23	40.54	52	2,694	453	1,152	435	3.0806	106,700	NEAR OCEAN
-118.1	33.78	35	4,466	740	2,134	743	5.7389	251,800	<1H OCEAN
-121.28	38.74	33	4,384	778	1,775	789	4.05	134,700	INLAND
-117.66	34.05	36	2,341	520	2,138	523	2.3347	104,000	INLAND
-118.52	34.18	34	2,307	388	1,168	427	4.2143	245,400	<1H OCEAN
-121.92	37.25	34	2,231	360	1,035	365	4.7917	243,200	<1H OCEAN
-122.08	37.63	35	517	108	391	107	4.0682	156,900	NEAR BAY