Datasets:

rlopez3341
/

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
-122.02	37.58	15	3,052	760	2,097	728	3.3617	178,100	NEAR BAY
-117.69	33.58	8	2,887	351	1,176	351	10.3953	500,001	<1H OCEAN
-117.93	33.65	27	1,283	406	1,063	376	2.75	275,000	<1H OCEAN
-117.75	33.83	14	2,452	296	954	275	8.2375	388,300	<1H OCEAN
-122.25	37.47	35	3,183	515	1,313	487	5.9062	383,200	NEAR OCEAN
-117.92	33.68	28	3,397	597	1,397	560	4.8125	244,600	<1H OCEAN
-118.3	34.04	50	1,757	522	2,080	488	1.7225	180,000	<1H OCEAN
-118.09	33.9	37	1,147	258	742	242	4.0461	153,500	<1H OCEAN
-121.31	38.01	22	2,575	680	1,367	645	1.4274	90,500	INLAND
-122.07	37.94	36	2,639	488	1,111	476	3.5057	205,100	NEAR BAY
-117.88	33.93	17	6,100	861	2,771	866	7.6486	306,700	<1H OCEAN
-118.38	33.86	29	2,787	475	1,182	444	6.7613	352,700	<1H OCEAN
-117.94	33.82	24	4,735	955	2,600	868	5.0764	228,600	<1H OCEAN
-118.12	33.85	37	2,386	409	1,101	399	4.6908	218,200	<1H OCEAN
-120.67	36.72	18	819	198	996	198	2.5	112,500	INLAND
-122.01	37.37	11	2,559	694	1,309	668	4.1847	167,300	<1H OCEAN
-118.61	35.08	6	3,660	646	1,243	482	3.4911	137,200	INLAND
-118.15	34.07	52	1,983	344	887	331	3.2875	234,400	<1H OCEAN
-122.44	37.79	52	3,640	840	1,525	796	4.4375	500,001	NEAR BAY
-118.32	33.75	33	2,996	398	1,048	387	9.267	500,001	NEAR OCEAN
-118.46	33.98	19	2,520	726	964	663	3.8068	500,001	<1H OCEAN
-118.35	33.87	34	2,823	500	1,429	483	5.5	279,600	<1H OCEAN
-122.08	37.69	43	1,575	324	740	284	2.8512	181,000	NEAR BAY
-118.46	34.4	12	25,957	4,798	10,475	4,490	4.542	195,300	<1H OCEAN
-117.9	33.7	12	4,695	1,110	2,153	989	4.6483	190,800	<1H OCEAN
-119.8	36.86	7	6,434	1,201	2,733	1,045	3.7656	145,000	INLAND
-119.17	34.17	25	1,596	321	1,378	308	4.0074	188,000	NEAR OCEAN
-120.72	38.57	8	892	185	427	164	2.6833	118,800	INLAND
-118.45	34.24	11	9,053	2,193	7,096	2,038	3.5082	136,500	<1H OCEAN
-119.59	37.39	19	3,273	611	1,164	481	3.5446	106,500	INLAND
-119.01	34.23	11	5,785	1,035	2,760	985	4.693	232,200	<1H OCEAN
-118.34	33.95	25	3,762	1,281	4,015	1,178	2.1587	143,800	<1H OCEAN
-117.03	32.79	26	3,859	513	1,469	538	5.8683	220,500	<1H OCEAN
-118.21	34.08	52	3,672	808	3,062	764	2.6806	153,000	<1H OCEAN
-118.02	33.73	24	6,393	1,141	2,743	1,057	5.1384	336,900	<1H OCEAN
-118.19	34.07	38	2,965	665	2,128	650	3.0241	166,300	<1H OCEAN
-118.38	34.03	44	1,913	441	1,295	432	3.9537	266,400	<1H OCEAN
-118.44	34.17	25	4,966	1,134	1,941	958	3.8081	286,700	<1H OCEAN
-118.97	35.38	42	1,185	358	1,038	299	0.9951	48,000	INLAND
-114.49	33.97	17	2,809	635	83	45	1.6154	87,500	INLAND
-119.88	34.43	14	2,472	685	1,292	621	3.3026	229,500	NEAR OCEAN
-117.94	34.04	33	1,493	331	1,571	354	3.8864	158,900	<1H OCEAN
-118.49	34	32	3,407	1,071	1,463	986	3.0369	500,001	<1H OCEAN
-122.41	37.71	28	5,015	1,240	3,900	1,029	1.2269	181,900	NEAR BAY
-117.8	33.67	5	2,638	521	1,179	480	5.7759	240,000	<1H OCEAN
-122.18	37.79	46	2,109	387	922	329	3.9712	208,100	NEAR BAY
-121.41	38.62	21	3,260	763	1,735	736	2.5162	97,500	INLAND
-121.88	37.32	40	1,331	374	1,276	389	2.7546	172,500	<1H OCEAN
-117.79	33.68	13	2,636	416	1,137	404	7.2118	311,500	<1H OCEAN
-122.59	38.04	25	3,412	455	1,238	406	8.3646	397,300	NEAR BAY
-121.23	37.78	20	273	49	149	49	4.8229	158,300	INLAND
-118.15	34.1	36	3,514	818	2,277	828	3.1211	229,300	<1H OCEAN
-117.13	32.73	52	2,676	557	1,181	537	3.6058	213,100	NEAR OCEAN
-121.17	37.82	35	2,506	406	1,316	398	3.8472	197,600	INLAND
-120.87	39.15	17	1,819	389	736	283	2.8603	128,900	INLAND
-121.88	37.36	30	2,453	573	1,845	530	3.7396	210,700	<1H OCEAN
-122.5	37.59	36	1,521	253	736	241	4.3542	237,500	NEAR OCEAN
-118.41	33.92	38	1,437	272	590	250	5.2338	358,000	<1H OCEAN
-118.12	34.12	52	2,907	317	956	279	15.0001	500,001	<1H OCEAN
-117.89	33.75	31	1,205	280	1,476	301	4.0231	139,200	<1H OCEAN
-119.3	34.27	17	1,527	503	688	423	1.6007	187,500	NEAR OCEAN
-118.47	34.21	34	2,512	603	1,805	584	2.9735	220,000	<1H OCEAN
-117.67	34.07	29	1,840	388	1,278	368	3.5036	123,400	INLAND
-122.15	37.73	45	3,758	819	1,573	736	2.8355	245,400	NEAR BAY
-118.26	33.93	36	1,102	247	702	225	1.5256	95,400	<1H OCEAN
-117.84	33.64	11	6,840	1,689	6,083	1,629	2.4132	198,300	<1H OCEAN
-117.18	32.76	52	2,023	301	649	285	4.7396	441,700	NEAR OCEAN
-119.24	34.27	32	4,071	888	1,900	874	3.2792	220,500	NEAR OCEAN
-117.16	32.75	19	5,430	1,593	2,496	1,484	2.9112	199,100	NEAR OCEAN
-118.18	33.91	41	1,260	299	1,535	322	3.0134	128,100	<1H OCEAN
-116.99	32.64	15	4,331	699	2,046	627	3.9519	193,500	NEAR OCEAN
-118.27	33.83	34	1,124	245	717	242	3.1667	186,900	<1H OCEAN
-121.63	39.13	26	2,355	531	1,047	497	1.8208	79,500	INLAND
-122.45	37.77	52	3,095	682	1,269	639	3.575	500,001	NEAR BAY
-117.03	32.73	32	1,750	333	997	335	3.4784	154,400	NEAR OCEAN
-118.3	34.1	38	2,067	914	2,717	853	1.7641	250,000	<1H OCEAN
-117.3	34.11	42	525	111	444	120	2.6771	67,000	INLAND
-122.79	38.48	7	6,837	null	3,468	1,405	3.1662	191,000	<1H OCEAN
-118.36	33.96	21	1,802	556	1,286	557	2.7284	146,900	<1H OCEAN
-119.23	36.45	36	1,508	323	1,283	312	2.1205	60,000	INLAND
-122.2	37.88	36	1,065	160	398	155	7.7736	378,100	NEAR BAY
-118.44	34.03	41	1,164	265	561	251	4.2411	350,900	<1H OCEAN
-117.14	32.72	42	1,558	458	1,227	407	2.2804	139,100	NEAR OCEAN
-118.01	33.93	34	2,424	468	1,293	444	3.275	189,900	<1H OCEAN
-121.34	38.56	12	2,975	628	1,440	593	2.9896	118,600	INLAND
-118.06	33.85	16	4,851	726	2,527	704	6.0142	437,400	<1H OCEAN
-120.1	36.66	19	2,020	416	1,341	360	1.7	69,000	INLAND
-121.23	37.81	15	2,906	537	1,886	557	4.2431	137,100	INLAND
-122.04	37.95	33	1,653	334	814	328	3.1406	163,100	NEAR BAY
-122.18	39.7	23	1,658	307	836	297	3.35	85,400	INLAND
-118.15	34.13	30	2,763	520	1,143	465	4.7298	500,001	<1H OCEAN
-121.22	37.8	28	2,608	576	1,719	554	2.1186	94,400	INLAND
-118.53	34.38	18	2,288	607	2,305	597	3.227	136,100	<1H OCEAN
-117.29	34.14	52	1,683	266	646	256	4.0481	97,300	INLAND
-118.11	34.1	20	3,090	802	2,109	738	3.3801	192,500	<1H OCEAN
-122.56	37.9	36	1,760	283	562	246	6.7546	402,400	NEAR BAY
-118.37	34.09	38	4,408	1,295	1,690	1,229	3.0156	300,000	<1H OCEAN
-117.43	34.02	33	3,084	570	1,753	449	3.05	97,800	INLAND
-119.2	35.37	6	7,383	1,095	3,415	1,059	5.3119	157,300	INLAND
-122.25	37.45	34	2,999	365	927	369	10.2811	500,001	NEAR OCEAN

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