Datasets:

SerahAKojenu
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Assignment1

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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
-118.85	34.21	25	1,328	209	691	228	4.9234	241,400	<1H OCEAN
-118.85	34.21	29	2,195	414	1,360	401	3.4773	206,700	<1H OCEAN
-118.86	34.21	26	3,354	659	2,020	648	4.1576	211,800	<1H OCEAN
-118.88	34.22	22	3,654	517	1,565	518	6.2748	274,800	<1H OCEAN
-118.87	34.21	26	4,439	616	1,881	592	6.2935	258,000	<1H OCEAN
-118.88	34.21	26	1,590	196	654	199	6.5851	300,000	<1H OCEAN
-118.87	34.2	26	1,924	245	775	244	7.001	286,800	<1H OCEAN
-118.88	34.2	23	4,862	597	1,938	594	7.3409	316,000	<1H OCEAN
-118.88	34.19	26	2,296	275	842	263	7.7889	309,900	<1H OCEAN
-118.86	34.2	32	2,399	384	1,199	390	4.125	264,600	<1H OCEAN
-118.86	34.19	26	3,135	480	1,474	458	6.1949	243,500	<1H OCEAN
-118.87	34.19	23	2,179	423	1,338	406	5.5224	240,700	<1H OCEAN
-118.88	34.19	16	7,268	1,729	3,232	1,653	3.3703	228,700	<1H OCEAN
-118.87	34.18	21	5,661	1,369	3,188	1,308	3.4676	212,800	<1H OCEAN
-118.85	34.18	11	5,873	1,455	3,089	1,365	3.5504	173,800	<1H OCEAN
-118.84	34.17	16	3,449	820	1,877	816	3.2176	187,500	<1H OCEAN
-118.85	34.2	28	2,040	297	848	280	6.7612	323,700	<1H OCEAN
-118.86	34.19	29	1,326	185	586	187	6.5474	422,900	<1H OCEAN
-118.86	34.19	27	1,931	261	736	244	6.7805	392,900	<1H OCEAN
-118.85	34.19	27	2,287	320	967	321	6.5162	349,400	<1H OCEAN
-118.83	34.18	23	5,647	786	2,050	738	6.3586	348,300	<1H OCEAN
-118.83	34.17	17	4,668	628	1,917	624	8.1397	353,900	<1H OCEAN
-118.9	34.14	35	1,503	263	576	216	5.1457	500,001	<1H OCEAN
-119	34.08	17	1,822	438	578	291	5.4346	428,600	NEAR OCEAN
-118.75	34.18	4	16,704	2,704	6,187	2,207	6.6122	357,600	NEAR OCEAN
-118.75	34.17	18	6,217	858	2,703	834	6.8075	325,900	NEAR OCEAN
-118.69	34.18	11	1,177	138	415	119	10.0472	500,001	<1H OCEAN
-118.8	34.19	4	15,572	2,222	5,495	2,152	8.6499	500,001	<1H OCEAN
-118.83	34.23	6	8,803	1,114	3,385	1,010	8.7288	425,800	<1H OCEAN
-118.84	34.22	11	3,170	420	1,418	432	7.5118	361,900	<1H OCEAN
-118.84	34.21	16	4,975	949	2,537	971	5.2361	224,700	<1H OCEAN
-118.8	34.21	16	1,466	196	661	209	6.2893	282,700	<1H OCEAN
-118.74	34.25	25	1,815	281	960	284	5.4243	214,700	<1H OCEAN
-118.74	34.26	22	4,337	673	2,347	636	5.4091	222,400	<1H OCEAN
-118.7	34.24	28	2,405	462	1,011	378	4.504	204,300	<1H OCEAN
-118.64	34.25	47	1,315	290	581	268	5.4024	253,000	<1H OCEAN
-118.69	34.21	10	3,663	409	1,179	371	12.542	500,001	<1H OCEAN
-118.81	34.25	4	9,147	1,827	3,950	1,661	5.716	320,800	<1H OCEAN
-118.79	34.26	17	1,986	249	761	241	7.2137	401,900	<1H OCEAN
-118.8	34.27	12	3,330	600	1,577	584	4.6985	264,100	<1H OCEAN
-118.77	34.24	6	16,222	2,309	6,700	2,080	6.4963	308,100	<1H OCEAN
-118.78	34.26	24	4,072	582	1,834	565	6.0487	254,500	<1H OCEAN
-118.78	34.25	13	1,841	237	833	231	7.7785	404,700	<1H OCEAN
-118.85	34.27	50	187	33	130	35	3.3438	500,001	<1H OCEAN
-118.9	34.3	13	5,591	1,013	3,188	971	5.5925	208,600	<1H OCEAN
-118.83	34.33	6	6,679	1,164	3,196	1,157	5.4493	242,600	<1H OCEAN
-118.89	34.29	28	1,545	371	1,334	318	3.4375	194,100	<1H OCEAN
-118.89	34.33	23	366	62	265	66	3.125	375,000	<1H OCEAN
-118.89	34.28	30	917	157	678	171	5.8133	195,700	<1H OCEAN
-118.88	34.28	22	3,369	771	2,751	710	4.0474	182,100	<1H OCEAN
-118.91	34.28	6	6,106	1,134	3,246	1,062	5.2206	280,200	<1H OCEAN
-118.9	34.26	5	25,187	3,521	11,956	3,478	6.9712	321,300	<1H OCEAN
-118.81	34.28	20	3,678	684	1,882	694	4.1607	196,800	<1H OCEAN
-118.78	34.27	20	2,743	685	1,798	613	3.6761	170,900	<1H OCEAN
-118.79	34.27	27	1,146	189	595	197	4.5833	198,500	<1H OCEAN
-118.77	34.27	7	3,074	794	1,816	654	2.7137	196,400	<1H OCEAN
-118.77	34.27	10	1,658	310	1,053	333	4.7574	209,900	<1H OCEAN
-118.77	34.28	6	4,685	965	2,180	909	4.5458	208,200	<1H OCEAN
-118.77	34.28	27	1,416	251	1,024	268	5.1074	185,200	<1H OCEAN
-118.77	34.28	26	2,873	480	1,915	475	5.3681	187,700	<1H OCEAN
-118.75	34.29	17	5,512	null	2,734	814	6.6073	258,100	<1H OCEAN
-118.75	34.28	22	3,844	537	1,665	492	6.2059	239,900	<1H OCEAN
-118.76	34.28	21	2,786	342	1,114	322	5.8578	266,300	<1H OCEAN
-118.75	34.27	20	3,495	449	1,629	428	5.8096	264,400	<1H OCEAN
-118.75	34.28	27	1,452	251	928	259	4.6908	186,600	<1H OCEAN
-118.75	34.27	26	966	191	690	191	5.1698	188,000	<1H OCEAN
-118.75	34.27	24	3,241	461	1,567	446	5.5983	233,300	<1H OCEAN
-118.75	34.27	25	3,371	502	1,717	506	6.1253	225,000	<1H OCEAN
-118.71	34.27	26	990	223	719	232	3.163	179,400	<1H OCEAN
-118.73	34.27	23	4,550	762	2,301	744	4.556	205,300	<1H OCEAN
-118.74	34.27	23	2,493	522	1,488	505	4.18	215,000	<1H OCEAN
-118.77	34.26	26	3,038	468	1,825	468	5.6385	196,900	<1H OCEAN
-118.76	34.26	26	1,750	284	962	278	4.5673	190,400	<1H OCEAN
-118.76	34.26	26	1,929	293	1,067	320	5.4038	222,100	<1H OCEAN
-118.75	34.26	26	1,767	265	1,040	250	5.4787	198,100	<1H OCEAN
-118.75	34.26	24	2,234	373	1,325	383	5.4604	193,400	<1H OCEAN
-118.74	34.26	27	3,467	545	1,798	493	4.8717	204,100	<1H OCEAN
-118.74	34.28	21	4,056	637	1,974	634	5.9024	221,000	<1H OCEAN
-118.73	34.27	25	3,409	493	1,699	484	5.653	225,800	<1H OCEAN
-118.71	34.28	27	2,911	562	1,773	580	4.6528	186,600	<1H OCEAN
-118.7	34.28	25	2,377	491	1,200	439	4.7083	196,100	<1H OCEAN
-118.7	34.28	27	727	136	467	144	3.7188	250,000	<1H OCEAN
-118.72	34.28	17	2,654	478	1,392	451	5.4459	223,900	<1H OCEAN
-118.72	34.28	18	2,229	371	1,283	379	5.5955	217,700	<1H OCEAN
-118.72	34.28	17	3,051	null	1,705	495	5.7376	218,600	<1H OCEAN
-118.67	34.28	21	4,059	598	2,133	634	5.6949	235,300	<1H OCEAN
-118.68	34.28	17	6,488	1,102	3,199	1,070	5.0962	238,000	<1H OCEAN
-118.67	34.3	5	6,123	825	2,440	736	7.9013	393,000	<1H OCEAN
-118.68	34.28	5	6,150	1,265	3,188	1,266	4.7034	223,000	<1H OCEAN
-118.68	34.27	16	4,637	941	2,476	878	4.0568	225,200	<1H OCEAN
-118.68	34.27	26	1,561	212	817	242	5.477	209,100	<1H OCEAN
-118.67	34.27	15	3,221	659	1,390	607	3.5313	191,800	<1H OCEAN
-118.67	34.27	10	3,753	678	1,859	660	4.9946	204,600	<1H OCEAN
-118.65	34.27	23	1,724	265	934	306	6.0783	229,200	<1H OCEAN
-118.71	34.29	24	2,983	406	1,203	381	6.3236	302,000	<1H OCEAN
-118.71	34.29	21	2,751	493	1,432	483	5.2067	221,200	<1H OCEAN
-118.7	34.28	27	3,536	646	1,837	580	4.4964	238,300	<1H OCEAN
-118.7	34.3	23	2,831	406	1,284	393	6.1383	244,100	<1H OCEAN
-118.7	34.29	25	1,678	252	862	268	6.1834	229,800	<1H OCEAN
-118.71	34.3	23	1,983	280	978	287	6.3199	236,700	<1H OCEAN