Datasets:

pppereira3
/

HW4_REGRESSION

Modalities:

Formats:

Size:

Libraries:

Dataset card Data Studio Files Files and versions

Dataset Viewer

Auto-converted to Parquet Duplicate

Split (2)

train · 14.3k rows

Search is not available for this dataset

longitude float64 -124.3 -114.49	latitude float64 32.5 42	housing_median_age float64 1 52	total_rooms float64 2 39.3k	total_bedrooms float64 1 6.21k	population float64 3 35.7k	households float64 1 5.36k	median_income float64 0.5 15	median_house_value float64 9.62 13.1	ocean_proximity_<1H OCEAN bool 2 classes	ocean_proximity_INLAND bool 2 classes	ocean_proximity_ISLAND bool 2 classes	ocean_proximity_NEAR BAY bool 2 classes	ocean_proximity_NEAR OCEAN bool 2 classes	__index_level_0__ int64 0 20.6k
-117.23	34.14	16	2,577	521	956	472	2.5625	11.770664	false	true	false	false	false	13,682
-117.13	32.76	29	2,568	682	1,191	642	2.1094	11.998433	false	false	false	false	true	14,047
-121.09	38.19	23	762	140	358	141	2.4545	11.561716	false	true	false	false	false	16,487
-120.85	37.08	3	3,425	611	1,588	459	4.1779	11.903615	false	true	false	false	false	9,639
-118.47	34	41	2,331	636	1,839	537	2.288	12.481809	true	false	false	false	false	5,457
-120.89	37.48	27	1,118	195	647	209	2.9135	11.979172	false	true	false	false	false	19,648
-118.3	33.73	40	2,582	606	1,304	588	3.5694	12.529604	false	false	false	false	true	5,669
-118.2	34.2	44	2,890	438	1,219	429	6.987	13.122365	true	false	false	false	false	6,589
-120.44	36.84	29	1,563	293	883	288	2.8182	11.413105	false	true	false	false	false	2,505
-119.67	36.8	9	3,712	508	1,632	474	6.011	12.002119	false	true	false	false	false	2,349
-118.33	34.05	44	1,574	390	1,323	404	2.5284	12.329617	true	false	false	false	false	4,655
-118.48	34.25	35	1,442	276	795	268	4.9688	12.287192	true	false	false	false	false	3,517
-121.11	38.91	24	2,558	423	1,149	403	4.0679	12.157407	false	true	false	false	false	11,808
-118.2	33.91	36	2,283	499	1,836	462	2.8793	11.679287	true	false	false	false	false	7,560
-118.34	34.02	50	1,172	261	685	260	3.1442	11.777595	true	false	false	false	false	4,807
-122.4	37.79	52	1,185	660	1,007	623	1.4552	13.017003	false	false	false	true	false	15,654
-121.35	38.66	8	3,322	805	1,694	774	2.7011	11.78066	false	true	false	false	false	12,885
-122.33	37.89	42	1,342	291	551	266	4.5268	12.242405	false	false	false	true	false	394
-118.33	34.15	39	493	168	259	138	2.3667	9.769956	true	false	false	false	false	5,887
-119.03	36.06	36	1,925	443	1,405	422	2.162	10.857074	false	true	false	false	false	20,044
-119.29	36.33	19	792	232	641	222	0.7445	11.630709	false	true	false	false	false	19,875
-118.38	34.01	18	9,528	2,075	3,922	1,920	4.7612	12.625112	true	false	false	false	false	8,956
-118.18	34.05	38	3,272	731	3,299	726	2.8295	11.747998	true	false	false	false	false	7,176
-118.4	34.18	32	3,724	899	1,912	791	3.5711	12.653	true	false	false	false	false	3,736
-116.95	33.78	24	3,409	804	1,939	739	1.7303	11.21182	false	true	false	false	false	12,262
-118.3	33.96	47	2,112	417	1,161	368	3.9722	11.673342	true	false	false	false	false	5,120
-122.17	37.87	38	1,261	177	472	183	6.917	12.989974	false	false	false	true	false	1,632
-117.88	33.63	21	9,565	2,289	3,162	1,831	4.7024	12.752458	true	false	false	false	false	10,746
-118.12	33.75	47	3,330	569	1,220	557	7.3672	13.122365	false	false	false	false	true	8,304
-117.97	33.73	19	4,154	560	2,130	589	7.2845	12.61752	true	false	false	false	false	11,396
-117.94	33.73	24	4,197	718	2,468	714	5.2563	12.261507	true	false	false	false	false	11,364
-117.06	32.79	21	3,787	492	1,246	457	9.6023	12.87723	true	false	false	false	false	14,718
-118.2	34.05	36	2,672	675	2,883	674	2.0885	11.8692	true	false	false	false	false	4,488
-121.83	37.2	6	3,694	574	1,554	527	6.8333	12.759958	true	false	false	false	false	18,385
-119.04	35.36	40	1,533	312	771	306	3.0435	11.149082	false	true	false	false	false	2,918
-122.01	37.39	26	2,500	962	2,374	879	3.5586	12.311333	true	false	false	false	false	18,195
-118.1	34.06	31	2,852	740	3,100	725	2.9524	12.094023	true	false	false	false	false	6,886
-121.12	36.21	16	1,720	473	1,427	291	2.1107	11.241117	true	false	false	false	false	9,777
-121	37.69	18	3,469	661	1,452	628	3.4079	11.901583	false	true	false	false	false	19,436
-121.92	36.62	47	1,811	401	948	375	3.0379	12.426412	false	false	false	false	true	9,819
-118.33	34.24	31	6,434	1,188	3,540	1,131	4.2639	12.588951	true	false	false	false	false	3,387
-117.33	33.22	21	2,868	602	855	559	2.7846	11.42081	false	false	false	false	true	15,333
-122.87	38.43	36	1,987	387	1,065	347	4.0446	12.056412	true	false	false	false	false	19,314
-117.3	34.14	37	1,454	261	761	248	2.3438	11.386228	false	true	false	false	false	13,576
-117.39	33.96	49	2,527	461	1,344	451	4.0833	11.647456	false	true	false	false	false	11,926
-115.73	33.35	23	1,586	448	338	182	1.2132	10.308953	false	true	false	false	false	2,778
-122.26	37.77	52	1,210	168	411	172	3.3571	12.91263	false	false	false	true	false	552
-122.25	37.83	52	4,190	1,105	1,786	1,037	3.0897	12.363504	false	false	false	true	false	117
-119.06	35.33	14	5,264	1,064	3,278	1,049	3.8117	11.324183	false	true	false	false	false	2,979
-121.38	38.55	26	1,532	264	781	285	4.6944	11.782189	false	true	false	false	false	12,679
-122.26	38.14	34	963	159	392	176	4.0156	11.810805	false	false	false	true	false	18,907
-117.81	33.75	25	2,365	471	1,197	458	3.7031	12.336223	true	false	false	false	false	11,004
-118.24	33.91	36	1,446	316	1,286	314	2.7083	11.548293	true	false	false	false	false	7,524
-121.68	39.15	14	2,774	451	1,292	428	4.3833	11.654425	false	true	false	false	false	19,707
-119.79	36.7	23	1,731	363	1,210	341	1.3922	10.809728	false	true	false	false	false	2,019
-119.64	36.32	32	2,205	523	1,772	479	1.3569	10.671278	false	true	false	false	false	3,227
-115.52	33.12	38	1,327	262	784	231	1.8793	11.015345	false	true	false	false	false	2,665
-122.32	38.12	12	5,382	928	3,928	921	5.3785	11.922383	false	false	false	true	false	18,909
-117.92	33.79	35	1,785	288	1,033	297	4.5739	12.157407	true	false	false	false	false	11,294
-121.92	37.48	23	4,314	676	1,972	623	5.3813	12.485218	true	false	false	false	false	925
-121.62	39.12	26	1,405	204	627	215	4.2188	11.453175	false	true	false	false	false	19,694
-119.08	36.21	20	1,911	389	1,241	348	2.5156	10.990365	false	true	false	false	false	19,966
-118.03	34.14	31	4,353	1,117	2,338	1,037	3.0727	12.399169	false	true	false	false	false	6,404
-118.34	34.03	49	1,295	276	765	265	3.4306	11.776827	true	false	false	false	false	4,808
-117.77	33.7	4	2,446	622	1,315	560	3.7147	11.831379	true	false	false	false	false	10,549
-117.32	34.12	37	2,868	574	2,055	563	2.3508	11.163368	false	true	false	false	false	13,504
-118.31	33.76	26	4,486	709	1,873	719	6.5704	12.935311	true	false	false	false	false	8,811
-118.29	33.72	39	2,651	590	1,103	508	3.274	12.44627	false	false	false	false	true	5,682
-118.56	34.17	35	2,987	391	1,244	387	7.1322	13.122365	true	false	false	false	false	4,034
-118.44	34.15	15	4,420	1,076	1,669	1,016	4.6375	12.791356	true	false	false	false	false	4,057
-116.99	32.76	21	3,833	595	1,645	589	4.625	12.519057	true	false	false	false	false	14,964
-118.08	33.89	37	1,152	259	981	225	3.2857	11.942107	true	false	false	false	false	7,794
-117.2	34.04	23	1,762	267	1,132	279	5.9915	11.9395	false	true	false	false	false	13,736
-122.03	37.34	16	1,755	410	674	410	5.1602	12.351038	true	false	false	false	false	18,126
-121.22	37.8	13	335	89	247	77	1.6111	11.213171	false	true	false	false	false	16,538
-117.65	33.65	15	3,485	519	1,740	485	6.7543	12.436787	true	false	false	false	false	10,371
-119.72	34.42	31	1,524	383	1,257	398	2.6019	12.429216	false	false	false	false	true	17,259
-121.87	37.3	14	360	124	134	84	2.7411	11.630709	true	false	false	false	false	17,672
-121.35	38.6	27	4,314	611	1,662	575	5.0997	12.044142	false	true	false	false	false	12,726
-117.69	33.58	5	6,678	1,011	2,877	982	7.5177	12.706848	true	false	false	false	false	10,482
-120.12	35.99	7	2,049	482	1,387	422	2.25	10.936672	false	true	false	false	false	3,255
-118.27	34.16	47	1,453	356	787	345	3.0114	12.450978	true	false	false	false	false	5,770
-117.69	34.03	20	6,374	1,412	3,690	1,350	3.4184	11.998433	false	true	false	false	false	13,225
-118.31	34.06	34	2,470	1,197	2,326	1,055	1.9038	12.69158	true	false	false	false	false	4,632
-123.36	39.25	17	1,087	254	522	202	2.5875	11.881035	true	false	false	false	false	9,488
-121.86	38.04	52	242	59	188	54	1.3958	11.119883	false	true	false	false	false	1,321
-121.38	38.49	11	8,537	1,643	4,224	1,648	2.9647	11.598185	false	true	false	false	false	12,674
-121.12	37.48	5	4,109	820	3,062	713	3.2396	11.737668	false	true	false	false	false	19,608
-122.94	38.49	37	3,169	719	777	344	2.7072	11.670784	true	false	false	false	false	19,331
-117.9	33.71	16	1,917	317	1,324	351	6.2488	12.437184	true	false	false	false	false	10,882
-118.5	34.16	34	3,547	523	1,187	500	7.139	12.957489	true	false	false	false	false	4,041
-121.99	37.4	35	1,845	325	1,343	317	5.3912	12.368617	true	false	false	false	false	17,875
-118.35	33.95	28	4,770	1,328	3,201	1,196	2.681	11.902938	true	false	false	false	false	8,375
-120.56	38.09	34	2,745	559	1,150	491	2.3654	11.460579	false	true	false	false	false	1,211
-119.27	35.89	18	1,855	424	1,839	392	1.7572	10.883692	false	true	false	false	false	20,057
-120.76	38.73	17	512	129	314	140	1.5625	11.59266	false	true	false	false	false	1,956
-120.78	38.73	31	3,117	616	1,606	588	2.9844	11.759004	false	true	false	false	false	1,957
-117.23	32.8	27	1,297	355	776	337	2.4643	12.406562	false	false	false	false	true	14,422
-118.02	33.73	26	3,711	610	1,902	597	5.5599	12.363504	true	false	false	false	false	11,548
-121.85	37.41	17	2,156	435	1,400	393	5.6096	12.201562	true	false	false	false	false	17,833

End of preview. Expand in Data Studio

README.md exists but content is empty.

Downloads last month: 9

Size of downloaded dataset files:

Size of the auto-converted Parquet files:

Number of rows: