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Groundwater-Survey-Dataset

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train · 120 rows

Year int64 1.97k 2.03k	Well_ID stringclasses 2 values	Latitude float64 28.6 28.7	Longitude float64 77.2 77.3	Depth_to_Water_Level_m float64 3.8 22.9	Yield_LPM int64 0 94	pH float64 7 10.5	Electrical_Conductivity_µScm int64 350 1.29k	Nitrate_mgL float64 5.1 24.1	Fluoride_mgL float64 0.8 7	Arsenic_µgL float64 1 31.5	Total_Dissolved_Solids_mgL int64 250 1.17k	Rainfall_mm int64 10 920	Temperature_C float64 25 55	Land_Use stringclasses 2 values
1,966	WELL001	28.6139	77.209	5.2	25	7.5	350	5.1	0.8	2	250	850	25.5	Agriculture
1,966	WELL002	28.65	77.25	3.8	30	7.1	400	6.3	1.1	1	280	900	25	Urban
1,967	WELL001	28.6139	77.209	5.5	23	7.6	365	5.4	0.9	2.5	265	820	26	Agriculture
1,967	WELL002	28.65	77.25	4.1	28	7	415	6.7	1.2	1.2	295	880	25.8	Urban
1,968	WELL001	28.6139	77.209	5.8	21	7.4	380	5.7	1	3	280	790	26.5	Agriculture
1,968	WELL002	28.65	77.25	4.4	26	7.2	430	7	1.3	1.4	310	860	26.3	Urban
1,969	WELL001	28.6139	77.209	6.1	19	7.7	395	6	1.1	3.5	295	760	27	Agriculture
1,969	WELL002	28.65	77.25	4.7	24	7.1	445	7.3	1.4	1.6	325	840	26.8	Urban
1,970	WELL001	28.6139	77.209	6.4	17	7.5	410	6.3	1.2	4	310	730	27.5	Agriculture
1,970	WELL002	28.65	77.25	5	22	7.3	460	7.6	1.5	1.8	340	820	27.3	Urban
1,971	WELL001	28.6139	77.209	6.7	15	7.8	425	6.6	1.3	4.5	325	700	28	Agriculture
1,971	WELL002	28.65	77.25	5.3	20	7.2	475	7.9	1.6	2	355	800	27.8	Urban
1,972	WELL001	28.6139	77.209	7	13	7.6	440	6.9	1.4	5	340	670	28.5	Agriculture
1,972	WELL002	28.65	77.25	5.6	18	7.4	490	8.2	1.7	2.2	370	780	28.3	Urban
1,973	WELL001	28.6139	77.209	7.3	11	7.9	455	7.2	1.5	5.5	355	640	29	Agriculture
1,973	WELL002	28.65	77.25	5.9	16	7.3	505	8.5	1.8	2.4	385	760	28.8	Urban
1,974	WELL001	28.6139	77.209	7.6	9	7.7	470	7.5	1.6	6	370	610	29.5	Agriculture
1,974	WELL002	28.65	77.25	6.2	14	7.5	520	8.8	1.9	2.6	400	740	29.3	Urban
1,975	WELL001	28.6139	77.209	7.9	7	8	485	7.8	1.7	6.5	385	580	30	Agriculture
1,975	WELL002	28.65	77.25	6.5	12	7.4	535	9.1	2	2.8	415	720	29.8	Urban
1,976	WELL001	28.6139	77.209	8.2	5	7.8	500	8.1	1.8	7	400	550	30.5	Agriculture
1,976	WELL002	28.65	77.25	6.8	10	7.6	550	9.4	2.1	3	430	700	30.3	Urban
1,977	WELL001	28.6139	77.209	8.5	3	8.1	515	8.4	1.9	7.5	415	520	31	Agriculture
1,977	WELL002	28.65	77.25	7.1	8	7.5	565	9.7	2.2	3.2	445	680	30.8	Urban
1,978	WELL001	28.6139	77.209	8.8	1	7.9	530	8.7	2	8	430	490	31.5	Agriculture
1,978	WELL002	28.65	77.25	7.4	6	7.7	580	10	2.3	3.4	460	660	31.3	Urban
1,979	WELL001	28.6139	77.209	9.1	2	8.2	545	9	2.1	8.5	445	460	32	Agriculture
1,979	WELL002	28.65	77.25	7.7	4	7.6	595	10.3	2.4	3.6	475	640	31.8	Urban
1,980	WELL001	28.6139	77.209	9.4	4	8	560	9.3	2.2	9	460	430	32.5	Agriculture
1,980	WELL002	28.65	77.25	8	2	7.8	610	10.6	2.5	3.8	490	620	32.3	Urban
1,981	WELL001	28.6139	77.209	9.7	6	8.3	575	9.6	2.3	9.5	475	400	33	Agriculture
1,981	WELL002	28.65	77.25	8.3	0	7.7	625	10.9	2.6	4	505	600	32.8	Urban
1,982	WELL001	28.6139	77.209	10	8	8.1	590	9.9	2.4	10	490	370	33.5	Agriculture
1,982	WELL002	28.65	77.25	8.6	2	7.9	640	11.2	2.7	4.2	520	580	33.3	Urban
1,983	WELL001	28.6139	77.209	10.3	10	8.4	605	10.2	2.5	10.5	505	340	34	Agriculture
1,983	WELL002	28.65	77.25	8.9	4	7.8	655	11.5	2.8	4.4	535	560	33.8	Urban
1,984	WELL001	28.6139	77.209	10.6	12	8.2	620	10.5	2.6	11	520	310	34.5	Agriculture
1,984	WELL002	28.65	77.25	9.2	6	8	670	11.8	2.9	4.6	550	540	34.3	Urban
1,985	WELL001	28.6139	77.209	10.9	14	8.5	635	10.8	2.7	11.5	535	280	35	Agriculture
1,985	WELL002	28.65	77.25	9.5	8	7.9	685	12.1	3	4.8	565	520	34.8	Urban
1,986	WELL001	28.6139	77.209	11.2	16	8.3	650	11.1	2.8	12	550	250	35.5	Agriculture
1,986	WELL002	28.65	77.25	9.8	10	8.1	700	12.4	3.1	5	580	500	35.3	Urban
1,987	WELL001	28.6139	77.209	11.5	18	8.6	665	11.4	2.9	12.5	565	220	36	Agriculture
1,987	WELL002	28.65	77.25	10.1	12	8	715	12.7	3.2	5.2	595	480	35.8	Urban
1,988	WELL001	28.6139	77.209	11.8	20	8.4	680	11.7	3	13	580	190	36.5	Agriculture
1,988	WELL002	28.65	77.25	10.4	14	8.2	730	13	3.3	5.4	610	460	36.3	Urban
1,989	WELL001	28.6139	77.209	12.1	22	8.7	695	12	3.1	13.5	595	160	37	Agriculture
1,989	WELL002	28.65	77.25	10.7	16	8.1	745	13.3	3.4	5.6	625	440	36.8	Urban
1,990	WELL001	28.6139	77.209	12.4	24	8.5	710	12.3	3.2	14	610	130	37.5	Agriculture
1,990	WELL002	28.65	77.25	11	18	8.3	760	13.6	3.5	5.8	640	420	37.3	Urban
1,991	WELL001	28.6139	77.209	12.7	26	8.8	725	12.6	3.3	14.5	625	100	38	Agriculture
1,991	WELL002	28.65	77.25	11.3	20	8.2	775	13.9	3.6	6	655	400	37.8	Urban
1,992	WELL001	28.6139	77.209	13	28	8.6	740	12.9	3.4	15	640	70	38.5	Agriculture
1,992	WELL002	28.65	77.25	11.6	22	8.4	790	14.2	3.7	6.2	670	380	38.3	Urban
1,993	WELL001	28.6139	77.209	13.3	30	8.9	755	13.2	3.5	15.5	655	40	39	Agriculture
1,993	WELL002	28.65	77.25	11.9	24	8.3	805	14.5	3.8	6.4	685	360	38.8	Urban
1,994	WELL001	28.6139	77.209	13.6	32	8.7	770	13.5	3.6	16	670	10	39.5	Agriculture
1,994	WELL002	28.65	77.25	12.2	26	8.5	820	14.8	3.9	6.6	700	340	39.3	Urban
1,995	WELL001	28.6139	77.209	13.9	34	9	785	13.8	3.7	16.5	685	20	40	Agriculture
1,995	WELL002	28.65	77.25	12.5	28	8.4	835	15.1	4	6.8	715	320	39.8	Urban
1,996	WELL001	28.6139	77.209	14.2	36	8.8	800	14.1	3.8	17	700	50	40.5	Agriculture
1,996	WELL002	28.65	77.25	12.8	30	8.6	850	15.4	4.1	7	730	300	40.3	Urban
1,997	WELL001	28.6139	77.209	14.5	38	9.1	815	14.4	3.9	17.5	715	80	41	Agriculture
1,997	WELL002	28.65	77.25	13.1	32	8.5	865	15.7	4.2	7.2	745	280	40.8	Urban
1,998	WELL001	28.6139	77.209	14.8	40	8.9	830	14.7	4	18	730	110	41.5	Agriculture
1,998	WELL002	28.65	77.25	13.4	34	8.7	880	16	4.3	7.4	760	260	41.3	Urban
1,999	WELL001	28.6139	77.209	15.1	42	9.2	845	15	4.1	18.5	745	140	42	Agriculture
1,999	WELL002	28.65	77.25	13.7	36	8.6	895	16.3	4.4	7.6	775	240	41.8	Urban
2,000	WELL001	28.6139	77.209	15.4	44	9	860	15.3	4.2	19	760	170	42.5	Agriculture
2,000	WELL002	28.65	77.25	14	38	8.8	910	16.6	4.5	7.8	790	220	42.3	Urban
2,001	WELL001	28.6139	77.209	15.7	46	9.3	875	15.6	4.3	19.5	775	200	43	Agriculture
2,001	WELL002	28.65	77.25	14.3	40	8.7	925	16.9	4.6	8	805	200	42.8	Urban
2,002	WELL001	28.6139	77.209	16	48	9.1	890	15.9	4.4	20	790	230	43.5	Agriculture
2,002	WELL002	28.65	77.25	14.6	42	8.9	940	17.2	4.7	8.2	820	180	43.3	Urban
2,003	WELL001	28.6139	77.209	16.3	50	9.4	905	16.2	4.5	20.5	805	260	44	Agriculture
2,003	WELL002	28.65	77.25	14.9	44	8.8	955	17.5	4.8	8.4	835	160	43.8	Urban
2,004	WELL001	28.6139	77.209	16.6	52	9.2	920	16.5	4.6	21	820	290	44.5	Agriculture
2,004	WELL002	28.65	77.25	15.2	46	9	970	17.8	4.9	8.6	850	140	44.3	Urban
2,005	WELL001	28.6139	77.209	16.9	54	9.5	935	16.8	4.7	21.5	835	320	45	Agriculture
2,005	WELL002	28.65	77.25	15.5	48	8.9	985	18.1	5	8.8	865	120	44.8	Urban
2,006	WELL001	28.6139	77.209	17.2	56	9.3	950	17.1	4.8	22	850	350	45.5	Agriculture
2,006	WELL002	28.65	77.25	15.8	50	9.1	1,000	18.4	5.1	9	880	100	45.3	Urban
2,007	WELL001	28.6139	77.209	17.5	58	9.6	965	17.4	4.9	22.5	865	380	46	Agriculture
2,007	WELL002	28.65	77.25	16.1	52	9	1,015	18.7	5.2	9.2	895	80	45.8	Urban
2,008	WELL001	28.6139	77.209	17.8	60	9.4	980	17.7	5	23	880	410	46.5	Agriculture
2,008	WELL002	28.65	77.25	16.4	54	9.2	1,030	19	5.3	9.4	910	60	46.3	Urban
2,009	WELL001	28.6139	77.209	18.1	62	9.7	995	18	5.1	23.5	895	440	47	Agriculture
2,009	WELL002	28.65	77.25	16.7	56	9.1	1,045	19.3	5.4	9.6	925	40	46.8	Urban
2,010	WELL001	28.6139	77.209	18.4	64	9.5	1,010	18.3	5.2	24	910	470	47.5	Agriculture
2,010	WELL002	28.65	77.25	17	58	9.3	1,060	19.6	5.5	9.8	940	20	47.3	Urban
2,011	WELL001	28.6139	77.209	18.7	66	9.8	1,025	18.6	5.3	24.5	925	500	48	Agriculture
2,011	WELL002	28.65	77.25	17.3	60	9.2	1,075	19.9	5.6	10	955	10	47.8	Urban
2,012	WELL001	28.6139	77.209	19	68	9.6	1,040	18.9	5.4	25	940	530	48.5	Agriculture
2,012	WELL002	28.65	77.25	17.6	62	9.4	1,090	20.2	5.7	10.2	970	30	48.3	Urban
2,013	WELL001	28.6139	77.209	19.3	70	9.9	1,055	19.2	5.5	25.5	955	560	49	Agriculture
2,013	WELL002	28.65	77.25	17.9	64	9.3	1,105	20.5	5.8	10.4	985	60	48.8	Urban
2,014	WELL001	28.6139	77.209	19.6	72	9.7	1,070	19.5	5.6	26	970	590	49.5	Agriculture
2,014	WELL002	28.65	77.25	18.2	66	9.5	1,120	20.8	5.9	10.6	1,000	90	49.3	Urban
2,015	WELL001	28.6139	77.209	19.9	74	10	1,085	19.8	5.7	26.5	985	620	50	Agriculture
2,015	WELL002	28.65	77.25	18.5	68	9.4	1,135	21.1	6	10.8	1,015	120	49.8	Urban

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