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
-117.22	32.75	26	617	112	251	110	3.8036	162,000	NEAR OCEAN
-122.07	40.95	14	2,721	627	1,356	468	3.0299	73,200	INLAND
-119.68	36.81	13	2,589	413	1,356	435	5.0253	106,200	INLAND
-119.53	34.41	8	1,705	400	886	391	3.9659	297,400	<1H OCEAN
-118.46	34.05	25	6,902	2,138	3,136	1,844	2.6509	410,000	<1H OCEAN
-117.07	32.76	42	1,827	378	880	380	2.5125	176,600	NEAR OCEAN
-118.17	34.02	33	346	103	488	107	1.8681	112,500	<1H OCEAN
-118.53	34.27	33	1,927	305	896	293	5.634	320,500	<1H OCEAN
-121.81	37.25	20	3,398	771	1,231	744	2.0288	350,000	<1H OCEAN
-121.89	37.25	23	2,705	449	1,180	442	6.0791	316,500	<1H OCEAN
-118.6	34.26	18	6,154	1,070	3,010	1,034	5.6392	271,500	<1H OCEAN
-118.44	34.02	32	2,242	490	921	461	4.0429	500,001	<1H OCEAN
-117	32.71	22	2,263	441	1,395	416	3.725	123,500	NEAR OCEAN
-118.17	34.09	36	3,066	797	3,097	780	2.5523	156,500	<1H OCEAN
-117.09	32.73	28	3,109	594	1,559	589	3.5789	120,300	NEAR OCEAN
-118.29	34.07	26	2,302	1,124	2,660	1,004	2.3567	253,100	<1H OCEAN
-118.37	34.07	39	2,309	526	870	546	3.1677	453,400	<1H OCEAN
-117.13	33.14	16	1,649	278	993	277	4.8526	170,700	<1H OCEAN
-121.56	39.69	8	2,836	522	1,163	512	3.13	168,300	INLAND
-118.31	34.09	36	2,517	842	2,446	689	2.1524	187,500	<1H OCEAN
-122.26	41.66	17	1,885	350	953	328	2.1607	61,400	INLAND
-118.31	34.02	23	1,703	397	1,333	361	1.3187	127,100	<1H OCEAN
-120.5	37.34	16	1,245	231	956	219	3.4559	108,000	INLAND
-118.7	34.3	27	1,527	220	756	226	6.1825	227,000	<1H OCEAN
-122.41	37.94	52	154	33	89	38	3.2875	275,000	NEAR BAY
-118.38	34.25	38	983	185	513	170	4.8816	231,500	<1H OCEAN
-122.46	37.69	26	4,302	1,125	3,320	1,100	3.4375	277,700	NEAR OCEAN
-117.91	34.02	22	6,269	null	5,587	1,251	3.8201	136,200	<1H OCEAN
-118.31	33.97	47	2,066	422	1,156	380	2.7917	125,800	<1H OCEAN
-117.08	32.66	43	1,004	236	839	235	2.81	103,400	NEAR OCEAN
-117.65	33.6	15	5,736	null	2,529	762	6.4114	278,700	<1H OCEAN
-117.87	33.89	19	1,674	243	786	234	6.4218	275,000	<1H OCEAN
-121.71	39.25	37	1,871	321	806	294	4	101,400	INLAND
-117.35	33.95	28	1,650	210	557	211	7.6632	204,800	INLAND
-121.27	38.44	19	2,780	414	1,320	404	5.8831	209,900	INLAND
-118.11	34.04	28	3,913	696	2,264	697	5.2446	258,000	<1H OCEAN
-116.98	32.68	22	2,346	380	1,217	382	5.5248	156,300	NEAR OCEAN
-118.24	33.91	38	745	152	721	160	1.875	102,900	<1H OCEAN
-122.41	37.74	43	1,663	330	935	335	4.1552	240,900	NEAR BAY
-123.38	39.37	18	3,946	813	1,899	730	2.6424	124,600	<1H OCEAN
-121.94	37.93	16	3,421	427	1,341	428	7.5695	320,400	INLAND
-121.93	37.25	36	1,089	182	535	170	4.69	252,600	<1H OCEAN
-122.28	37.85	52	610	145	281	132	2.9018	119,400	NEAR BAY
-122.41	37.74	34	1,403	262	839	255	4.7031	255,200	NEAR BAY
-122.38	37.73	18	4,037	990	2,722	834	1.4282	140,400	NEAR BAY
-118.29	34.04	32	432	182	702	186	2.1471	125,000	<1H OCEAN
-118.35	33.88	25	1,459	362	1,150	354	3.35	237,500	<1H OCEAN
-117.64	34.05	32	1,129	251	1,378	268	3.0057	96,900	INLAND
-118.46	34.02	46	2,571	502	1,225	501	6.0436	473,000	<1H OCEAN
-120.93	39.17	13	2,331	464	1,110	419	3.6563	164,900	INLAND
-122.23	37.81	52	2,315	292	861	258	8.8793	410,300	NEAR BAY
-118.27	33.93	38	2,073	500	1,657	470	1.2098	88,400	<1H OCEAN
-121.47	38.55	52	1,384	295	561	244	2.0242	94,600	INLAND
-121.07	38.9	52	1,280	281	523	266	1.7375	122,200	INLAND
-118.3	33.76	18	9,659	1,716	4,336	1,674	5.7764	290,500	<1H OCEAN
-120.65	38.28	21	3,095	681	1,341	546	2.1382	104,000	INLAND
-118.58	34.24	26	3,239	647	1,529	590	3.2426	236,900	<1H OCEAN
-122.56	38.09	17	9,614	2,123	4,684	2,060	4.1705	209,800	NEAR BAY
-120.14	34.6	22	2,136	465	1,143	409	2.9479	243,100	NEAR OCEAN
-123.22	40.16	27	1,848	449	396	150	2.8472	41,300	INLAND
-120.09	37.02	9	1,608	297	1,057	295	3.7143	81,600	INLAND
-121.89	37.25	26	1,741	323	1,007	339	4.7069	234,800	<1H OCEAN
-121.9	37.32	48	1,274	313	971	291	3.7738	220,600	<1H OCEAN
-117.36	33.92	7	9,376	1,181	3,570	1,107	8.5326	315,200	INLAND
-116.88	34.25	11	1,089	198	230	90	4.9643	176,000	INLAND
-117.71	33.52	17	2,486	417	876	361	6.1007	340,900	<1H OCEAN
-117.88	33.7	18	2,135	373	1,464	405	5.4836	225,800	<1H OCEAN
-122.05	37.05	41	2,422	502	915	366	4.1679	201,300	NEAR OCEAN
-122.38	40.2	16	2,722	511	1,366	495	2.8447	87,700	INLAND
-117.07	32.78	22	922	240	1,524	235	1.6815	218,800	NEAR OCEAN
-122.15	37.71	18	5,778	1,526	2,441	1,352	3.1682	202,700	NEAR BAY
-118.24	34.15	20	2,734	658	1,562	607	3.3906	284,100	<1H OCEAN
-118.73	36.01	14	3,263	651	1,910	594	2.8603	128,900	INLAND
-122.47	37.76	49	2,842	670	1,396	648	3.2679	345,700	NEAR BAY
-121.24	38.66	14	3,335	440	1,329	429	6.2082	250,300	INLAND
-117.36	33.98	46	1,680	453	1,570	435	2.0436	82,300	INLAND
-120.49	37.32	13	3,474	927	2,149	821	1.9528	85,300	INLAND
-118.02	33.89	36	1,375	null	670	221	5.0839	198,200	<1H OCEAN
-118.12	33.8	35	1,835	435	774	418	2.7092	256,300	<1H OCEAN
-118.22	34.1	35	4,003	788	2,785	764	4.1213	252,100	<1H OCEAN
-122.11	37.67	38	1,035	247	599	224	3.0917	167,200	NEAR BAY
-122.16	37.7	36	1,719	303	836	311	4.4375	193,500	NEAR BAY
-118.1	34.09	46	2,822	525	1,434	520	3.8906	238,300	<1H OCEAN
-119.32	36.22	5	2,319	438	1,283	423	3.6343	95,400	INLAND
-118.32	33.88	37	1,402	254	722	251	6.4781	269,000	<1H OCEAN
-121.91	37.43	33	2,791	496	1,714	485	4.8304	224,900	<1H OCEAN
-118.38	34.06	31	4,345	1,158	1,987	1,070	2.8233	310,000	<1H OCEAN
-118.18	34.05	41	616	196	814	180	3.3333	115,100	<1H OCEAN
-118.2	33.79	48	2,105	592	1,807	539	2.7183	190,400	NEAR OCEAN
-121.95	37.36	27	3,236	832	2,230	798	3.5625	208,600	<1H OCEAN
-121.76	37.7	9	3,980	736	1,705	679	5.7068	256,700	INLAND
-117.3	34.18	19	2,526	381	1,176	381	5.5136	137,100	INLAND
-120.96	37.66	15	2,485	434	1,296	434	3.8542	145,200	INLAND
-122.05	37.94	22	2,105	354	993	365	4.6602	227,800	NEAR BAY
-117.49	34.02	35	2,051	427	1,466	425	3.6711	108,200	INLAND
-119.32	36.19	11	3,136	620	2,013	583	3.335	69,700	INLAND
-118.32	34.08	46	2,038	534	1,250	525	2.4196	358,100	<1H OCEAN
-122.21	37.48	37	1,326	335	1,771	335	3.0147	218,100	NEAR BAY
-118.27	34.07	33	1,177	468	1,533	430	2.3981	183,300	<1H OCEAN
-120.45	34.96	21	2,121	445	2,211	463	4.0603	117,600	<1H OCEAN

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