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
-117.61	34.04	8	4,116	766	1,785	745	3.1672	150,200	INLAND
-118	34.12	42	870	170	546	164	4.625	173,800	INLAND
-121.7	37.94	36	1,710	320	861	300	2.8828	131,100	INLAND
-117.95	33.86	35	2,375	439	1,343	424	4.53	193,500	<1H OCEAN
-122.07	37.4	15	2,940	910	943	711	4.359	192,200	NEAR BAY
-122.22	38.1	44	3,013	563	1,353	512	3.4559	111,900	NEAR BAY
-118.18	33.9	31	2,536	603	2,625	576	3.0909	150,900	<1H OCEAN
-117.9	33.91	33	4,181	804	2,049	834	4.3103	201,600	<1H OCEAN
-118.36	34.09	34	2,832	883	1,594	843	1.7558	312,500	<1H OCEAN
-122.24	37.82	52	1,509	225	674	244	4.9306	313,400	NEAR BAY
-122.1	37.71	27	6,740	1,073	2,723	1,035	5.2131	252,500	NEAR BAY
-118.33	34.12	23	1,894	416	769	392	6.0352	500,001	<1H OCEAN
-122.35	37.93	28	1,995	488	1,182	439	2.3352	84,300	NEAR BAY
-120.62	38.39	15	3,750	691	1,444	603	2.7399	134,800	INLAND
-122	37.36	19	2,237	433	1,158	426	6.7718	368,300	<1H OCEAN
-118.12	34.05	32	3,775	786	2,416	792	3.6625	247,600	<1H OCEAN
-118.13	33.78	31	3,039	739	1,199	697	3.7232	500,001	NEAR OCEAN
-117.26	34.17	30	1,937	351	945	344	3.8906	123,700	INLAND
-122.4	40.71	22	2,390	484	1,131	452	2.1458	84,700	INLAND
-118.45	34	46	1,777	362	896	334	4.45	348,300	<1H OCEAN
-121.28	37.98	52	941	184	414	171	2.1429	69,900	INLAND
-119.33	36.32	19	2,778	431	1,092	451	5.2561	121,300	INLAND
-120.39	36.78	11	1,947	488	2,104	486	1.7184	55,200	INLAND
-118.07	33.93	5	906	187	1,453	158	4.125	171,900	<1H OCEAN
-121.35	38.68	20	7,085	1,222	3,455	1,229	4.3118	120,000	INLAND
-118.43	34.33	18	5,891	920	2,882	911	5.901	235,600	<1H OCEAN
-122.48	37.7	33	4,167	1,398	2,923	1,314	3.049	307,000	NEAR OCEAN
-122.07	38.26	15	1,173	146	450	154	6.0487	197,700	INLAND
-118.36	33.79	34	5,166	704	2,071	668	8.3609	500,001	NEAR OCEAN
-118.26	33.77	36	886	253	809	219	2.4545	164,200	NEAR OCEAN
-117.77	33.53	32	3,116	661	1,105	543	5.1837	445,600	<1H OCEAN
-117.21	32.96	3	6,251	988	2,330	893	8.4355	467,600	NEAR OCEAN
-118.02	33.9	34	1,636	358	977	357	3.5938	209,900	<1H OCEAN
-115.91	33.36	15	459	95	160	73	0.922	67,500	INLAND
-122.14	38.07	31	3,401	616	1,750	602	4.6761	143,100	NEAR BAY
-118.31	33.94	41	1,353	286	751	250	2.7401	131,700	<1H OCEAN
-123.01	38.79	32	2,697	529	1,417	535	3.2546	134,100	<1H OCEAN
-120.9	35.69	14	5,020	909	2,105	796	3.8158	248,700	<1H OCEAN
-121.83	39.76	12	9,831	1,921	4,644	1,775	3.1142	112,600	INLAND
-123.39	38.99	28	1,416	294	812	258	3.4063	109,400	<1H OCEAN
-117.11	32.62	27	1,846	509	1,078	482	2.1719	131,500	NEAR OCEAN
-120.58	38.77	21	1,661	406	789	319	2.3583	108,700	INLAND
-118.03	33.97	39	2,126	434	1,103	433	3.2852	196,200	<1H OCEAN
-117.02	32.72	36	2,030	369	1,142	357	3.7763	126,900	NEAR OCEAN
-118.28	33.97	31	1,068	271	1,091	281	1.689	102,600	<1H OCEAN
-116.94	34.24	27	12,342	2,630	1,300	566	1.998	153,500	INLAND
-118.24	33.96	44	1,338	366	1,765	388	1.7778	109,900	<1H OCEAN
-122.07	37.68	36	1,815	426	1,280	431	3.25	218,100	NEAR BAY
-117.91	33.91	34	1,763	303	894	297	5.0096	221,700	<1H OCEAN
-117.55	33.89	25	2,999	439	1,396	458	5.6973	164,800	INLAND
-118.34	33.91	17	3,724	1,023	2,536	971	3.2649	202,100	<1H OCEAN
-121.75	36.96	19	3,461	634	2,790	607	4.7569	190,800	<1H OCEAN
-122.26	37.88	52	2,363	604	1,558	573	2.944	338,900	NEAR BAY
-118.1	33.95	27	1,666	365	995	354	4.5694	204,300	<1H OCEAN
-122.43	37.77	52	1,567	482	654	425	2.6914	366,700	NEAR BAY
-119.76	36.75	35	2,347	526	1,676	481	1.6548	49,400	INLAND
-118.14	34.07	42	1,036	199	656	215	4.1902	235,000	<1H OCEAN
-117.99	33.98	18	8,399	1,144	3,727	1,107	6.9695	360,400	<1H OCEAN
-118.42	33.92	25	3,521	852	1,524	764	3.8086	361,300	<1H OCEAN
-118.3	34.02	31	1,933	478	1,522	423	1.5781	119,300	<1H OCEAN
-120.46	38.09	16	3,758	715	1,777	615	3	122,600	INLAND
-118.29	34.06	42	3,894	2,293	6,846	2,156	1.5553	70,000	<1H OCEAN
-118.3	33.79	35	2,793	686	2,255	682	3.0057	235,300	<1H OCEAN
-117.84	33.6	21	4,281	582	1,443	576	9.0519	500,001	<1H OCEAN
-122.42	37.79	52	3,457	1,021	2,286	994	2.565	225,000	NEAR BAY
-117.3	34.54	31	1,174	360	1,161	328	1.06	56,500	INLAND
-118.42	33.9	37	1,576	345	662	340	5.308	500,001	<1H OCEAN
-118.25	34	29	1,419	363	1,696	317	2.2813	101,300	<1H OCEAN
-122.58	38.1	22	11,872	2,300	5,600	2,200	4.6463	276,300	NEAR BAY
-118.08	33.72	14	2,021	396	696	367	7.1673	340,700	NEAR OCEAN
-118.32	34.02	50	1,655	256	672	260	4.2554	194,300	<1H OCEAN
-117.15	32.92	16	2,969	514	1,594	465	4.5221	168,300	<1H OCEAN
-118.54	34.27	28	2,309	300	931	302	6.7415	348,200	<1H OCEAN
-121.94	37.54	27	3,715	526	1,631	538	6.2179	305,300	<1H OCEAN
-121.37	38.66	9	3,184	779	1,929	769	2.3844	86,000	INLAND
-118.35	33.83	36	1,102	193	522	172	6.1187	342,000	<1H OCEAN
-118.98	37.65	18	1,795	416	483	208	4.5375	169,800	INLAND
-118.43	34.06	38	2,982	664	1,122	572	4.1908	500,001	<1H OCEAN
-122.4	37.62	44	1,619	362	1,064	335	4.0238	224,200	NEAR OCEAN
-118.39	33.85	24	4,373	871	1,830	824	5.7128	366,200	<1H OCEAN
-118.48	34.01	31	1,829	458	719	392	4.4	353,800	<1H OCEAN
-118.71	34.28	27	2,911	562	1,773	580	4.6528	186,600	<1H OCEAN
-121.28	38.03	11	826	150	684	166	3.9265	107,400	INLAND
-117.31	33.1	15	2,392	446	747	421	3.5341	500,001	NEAR OCEAN
-122.26	40.58	14	2,539	466	1,271	438	3.9762	138,500	INLAND
-117.61	33.43	24	2,303	399	851	379	3.9875	346,500	NEAR OCEAN
-119.94	38.95	25	1,789	536	1,134	396	2.32	91,300	INLAND
-122.43	40.47	16	3,552	704	1,801	658	2.1496	97,700	INLAND
-121.99	38.36	35	2,728	451	1,290	452	3.2768	117,600	INLAND
-122.41	37.8	52	812	252	629	247	2.5875	500,001	NEAR BAY
-117.81	35.65	19	1,124	290	598	261	1.8984	54,300	INLAND
-117.08	33.14	15	1,497	250	827	239	4.3846	154,200	<1H OCEAN
-116.95	32.82	18	3,038	592	1,904	595	3.8024	144,900	<1H OCEAN
-119.81	36.78	35	1,012	245	633	240	2.0324	55,500	INLAND
-122.26	38	5	6,265	908	3,326	872	6.2073	272,900	NEAR BAY
-118.34	33.88	42	725	183	493	172	3.2589	233,300	<1H OCEAN
-122.48	38.9	10	304	63	161	61	2.1964	112,500	INLAND
-122.18	37.76	37	1,575	358	933	320	2.2917	107,000	NEAR BAY
-122.82	38.4	40	2,406	423	1,054	426	3.8846	215,900	<1H OCEAN
-122.91	39.07	21	2,202	484	1,000	381	2.4423	102,300	INLAND

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