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
-121.36	38.6	36	1,275	227	530	245	3.875	133,600	INLAND
-118.06	34.03	36	21	7	21	9	2.375	175,000	<1H OCEAN
-119.16	36.31	7	2,946	664	1,608	622	1.6829	80,200	INLAND
-121.32	38.03	25	2,474	513	1,947	524	2.5742	98,400	INLAND
-116.5	33.81	26	5,032	1,229	3,086	1,183	2.5399	94,800	INLAND
-118.42	34.32	30	3,027	604	1,970	590	4.3409	156,000	<1H OCEAN
-118.36	34.1	52	1,096	247	423	230	3.0179	500,001	<1H OCEAN
-122.7	39	18	793	148	186	59	2.3125	162,500	INLAND
-120.04	36.93	11	3,606	699	2,074	644	2.6941	63,300	INLAND
-118.31	33.88	21	1,490	430	686	400	2.3812	237,500	<1H OCEAN
-122.32	38.35	20	3,494	549	1,673	541	5.5718	185,200	INLAND
-121.52	38.53	31	3,089	585	1,366	561	4.2885	160,300	INLAND
-121.2	38.67	26	1,546	287	773	299	2.9803	115,400	INLAND
-122.47	37.78	52	2,388	507	1,078	494	3.5221	443,300	NEAR BAY
-121.1	38.33	14	1,357	247	695	224	4.1974	157,800	INLAND
-117.97	34.1	26	1,399	277	1,285	276	4	160,100	INLAND
-121.26	38.27	20	1,314	229	712	219	4.4125	144,600	INLAND
-122.3	41.32	13	2,300	513	1,151	488	2.1571	81,500	INLAND
-121.95	36.61	31	1,736	250	497	170	6.3835	407,800	NEAR OCEAN
-119.69	36.81	15	2,892	496	1,634	501	4.4934	88,000	INLAND
-118.35	33.96	21	2,714	881	1,549	853	1.2094	157,500	<1H OCEAN
-121.71	36.78	19	2,371	324	944	332	5.9175	240,200	<1H OCEAN
-117.9	34.13	32	1,640	391	1,312	358	2.6292	136,100	<1H OCEAN
-122.45	37.71	52	1,658	322	1,086	326	3.8583	261,600	NEAR OCEAN
-118.41	34.19	39	1,169	242	612	247	4.1429	200,000	<1H OCEAN
-122.07	37.66	28	2,280	610	1,255	587	2.6719	161,200	NEAR BAY
-121.89	37.31	52	1,994	404	1,014	389	4.3882	223,600	<1H OCEAN
-117.65	34.04	15	3,393	null	2,039	611	3.9336	151,000	INLAND
-118.41	34.17	35	2,027	428	879	402	4.692	330,900	<1H OCEAN
-121.24	38.79	15	2,615	485	1,063	428	3.7904	173,200	INLAND
-116.99	33.75	18	9,601	2,401	4,002	2,106	1.4366	77,000	INLAND
-119.73	36.62	35	2,080	365	1,026	333	3.5781	92,800	INLAND
-122.24	37.76	52	2,646	581	1,128	522	3.0718	266,700	NEAR BAY
-117.89	33.62	24	1,016	238	465	236	3.0625	93,800	<1H OCEAN
-122.47	37.76	52	2,465	489	1,170	498	4.0793	306,700	NEAR BAY
-117.13	32.74	52	1,512	321	651	321	3.6852	185,300	NEAR OCEAN
-121.91	37.93	13	1,610	198	703	217	8.7059	329,400	INLAND
-117.16	32.91	5	1,619	272	1,063	296	6.0891	214,600	<1H OCEAN
-118.38	34.07	21	3,653	956	1,510	890	3.5573	500,001	<1H OCEAN
-116.86	33.05	17	9,044	1,689	5,030	1,596	3.6348	164,500	<1H OCEAN
-121.3	38.72	15	2,514	482	1,166	503	2.2813	131,900	INLAND
-116.94	33.77	14	7,240	1,410	2,708	1,240	2.4145	137,600	INLAND
-116.58	32.69	19	4,085	876	2,133	718	2.919	116,500	INLAND
-122.01	37.56	6	3,028	778	1,531	736	4.4259	158,000	NEAR BAY
-117.1	32.76	31	987	267	619	250	2.9286	151,800	NEAR OCEAN
-118.01	34.1	35	2,120	412	1,375	405	3.4609	166,300	INLAND
-117.69	33.47	23	3,499	722	1,480	634	3.86	300,000	<1H OCEAN
-121.42	38.64	44	1,728	367	1,042	349	1.6033	58,500	INLAND
-122.18	37.74	35	504	126	323	109	1.8438	90,500	NEAR BAY
-116.49	33.8	13	8,789	1,875	1,274	688	3.7396	148,900	INLAND
-117.9	33.72	36	443	117	577	115	3.6875	137,500	<1H OCEAN
-118.11	33.98	36	446	108	410	117	3.3942	147,200	<1H OCEAN
-122.4	37.72	41	1,975	440	1,528	424	3.8625	218,300	NEAR BAY
-120.4	34.86	11	1,633	348	504	327	2.0508	275,000	<1H OCEAN
-122.45	37.72	52	982	197	653	171	4.2167	231,900	NEAR BAY
-115.56	32.79	20	2,372	835	2,283	767	1.1707	62,500	INLAND
-118.16	34.11	48	1,091	236	632	234	3.7235	263,600	<1H OCEAN
-116.98	32.73	16	952	143	530	143	5.0864	175,300	<1H OCEAN
-121.87	37.42	19	12,128	2,112	6,810	2,040	6.4419	264,500	<1H OCEAN
-121.24	37.95	36	361	63	169	62	3.7734	63,800	INLAND
-121.66	39.15	22	2,144	376	1,200	370	3.4426	102,400	INLAND
-121.41	38.52	25	3,087	720	2,529	708	1.8689	66,800	INLAND
-116.98	33.26	12	5,898	1,002	3,129	945	4.7647	254,100	<1H OCEAN
-118.16	33.85	36	2,668	473	1,315	478	4.0714	215,600	<1H OCEAN
-117.2	34.04	24	1,587	222	676	234	6.0715	173,400	INLAND
-118.03	33.86	19	1,795	328	1,014	322	4.535	289,300	<1H OCEAN
-122.5	37.75	44	1,819	null	1,137	354	3.4919	271,800	NEAR OCEAN
-122.64	38.23	52	1,075	249	519	210	3.0769	230,900	<1H OCEAN
-121	37.25	31	1,923	341	806	349	3.1738	97,600	INLAND
-121.3	39	16	3,155	541	1,630	540	4.0282	126,400	INLAND
-121.29	38.15	23	4,183	633	1,886	628	4.8787	175,300	INLAND
-121.7	36.48	19	2,150	479	1,052	428	3.5039	288,400	<1H OCEAN
-120.24	38.01	11	1,214	228	633	199	3.125	148,600	INLAND
-122.54	37.98	52	1,758	316	607	264	5.5083	371,900	NEAR BAY
-122.48	37.78	44	3,371	794	1,738	753	3.1653	335,300	NEAR BAY
-117.24	34.15	23	3,847	608	1,621	630	4.6111	128,400	INLAND
-121.31	38.97	16	1,210	228	726	222	2.7083	82,100	INLAND
-118.05	34.11	42	3,677	627	1,779	622	5.1509	426,500	INLAND
-118.21	34.08	26	2,574	807	3,163	802	1.9495	173,200	<1H OCEAN
-118.31	33.93	43	1,834	292	997	295	4.9464	150,300	<1H OCEAN
-118.01	33.96	36	1,805	288	882	308	5.3054	273,500	<1H OCEAN
-122.33	37.57	27	3,085	876	1,453	896	3.4333	290,000	NEAR OCEAN
-117.37	33.19	18	975	382	650	286	1.9562	192,500	NEAR OCEAN
-117.36	34	19	4,592	895	2,769	838	3.3622	105,100	INLAND
-118.21	34.12	52	1,590	360	1,127	321	3.4625	173,900	<1H OCEAN
-118.23	33.9	34	2,462	553	2,334	502	1.641	96,800	<1H OCEAN
-120.42	34.87	18	2,505	376	1,162	382	4.8359	195,700	<1H OCEAN
-120.94	39.05	8	3,758	717	1,744	661	3.1972	151,500	INLAND
-122.01	37.58	17	4,313	717	2,629	721	5.7579	231,800	NEAR BAY
-122.44	37.73	52	2,381	492	1,485	447	4.3898	270,000	NEAR BAY
-117.06	32.55	5	3,223	940	3,284	854	1.4384	108,800	NEAR OCEAN
-118.2	33.77	52	1,375	457	1,089	317	2.2344	200,000	NEAR OCEAN
-117.66	34.09	26	1,151	200	593	188	3.6667	166,300	INLAND
-118.13	34.02	36	984	275	1,024	284	2.125	153,500	<1H OCEAN
-122.69	38.35	16	1,689	254	921	270	4.4444	191,800	<1H OCEAN
-121.36	38.01	16	2,178	667	1,192	579	2.3339	87,100	INLAND
-118.39	33.84	16	2,472	572	965	529	5.137	348,600	<1H OCEAN
-117.18	32.82	25	1,756	301	722	312	4.5625	162,300	NEAR OCEAN
-121.26	37.93	33	2,109	531	2,248	588	1.4583	53,000	INLAND
-122.05	37.38	24	2,424	501	1,367	507	4.072	364,200	<1H OCEAN