Split (1)

train · 100k rows

source_type stringclasses 3 values	location stringclasses 7 values	avg_temperature_C float64 15 45	wind_speed_mps float64 0.5 15	solar_radiation_kWh_m2 float64 2 7	humidity_percent int64 20 90	altitude_m int64 0 3k	installation_cost_usd int64 10k 50k	maintenance_cost_usd_year int64 300 2k	output_efficiency_percent float64 40 95	optimized_output_kw float64 10 500
solar	Gujarat	39.1	13.22	3.23	66	2,701	16,098	1,415	55.09	20.28
wind	Rajasthan	15.7	8.55	2.56	60	125	45,225	642	91.11	138.63
wind	Karnataka	34.2	13.14	3.99	26	356	14,733	1,686	46.24	235.85
biomass	Rajasthan	21.7	5.28	6.29	58	847	11,314	1,562	55.28	140.76
solar	Telangana	22.7	13.11	5.02	56	703	28,904	749	40.47	169.15
biomass	Tamil Nadu	36.4	3.87	3.07	54	455	42,791	788	61.79	495.18
wind	Andhra Pradesh	25	1.94	3.35	71	2,065	44,006	1,080	66.46	486.05
wind	Andhra Pradesh	40.3	1.22	6.99	87	1,837	10,557	1,728	81.06	384.17
biomass	Gujarat	42.6	3.37	2.81	85	2,447	43,912	315	49.64	57.54
biomass	Tamil Nadu	31.8	14.32	2.73	38	362	37,750	476	87.67	212.16
solar	Andhra Pradesh	27.5	0.8	6.61	44	856	21,924	954	91.81	207.03
solar	Telangana	22.4	8.48	3.6	43	2,869	41,077	1,075	74.52	286.75
biomass	Karnataka	24.7	11.43	2.02	35	2,998	30,512	624	76.1	303.11
solar	Andhra Pradesh	19.7	13.78	6.11	55	421	38,468	659	81.88	342.56
biomass	Gujarat	20.8	11.48	3.5	60	939	20,808	1,550	78.32	242.69
solar	Karnataka	18.5	4.65	3.82	60	676	40,795	1,712	62.45	73.87
biomass	Tamil Nadu	30.2	11.8	4.51	86	2,465	32,319	1,838	43.27	445.03
wind	Tamil Nadu	39	12.6	5.6	37	1,425	22,307	1,344	68.48	296.06
wind	Andhra Pradesh	41.7	2.2	3.69	83	1,546	37,505	1,036	92.62	152
wind	Karnataka	36	0.68	2.82	35	1,526	35,186	365	85.44	441.2
solar	Maharashtra	36.3	12.64	2.54	29	1,825	40,551	1,916	63.81	11.39
solar	Tamil Nadu	41.3	0.79	6.91	55	501	49,246	1,950	53.84	120.14
solar	Gujarat	37.3	10.35	3.82	75	727	21,729	1,208	92.79	111.93
wind	Gujarat	33.7	1.39	3.56	64	1,729	49,190	1,489	47.07	352.45
solar	Andhra Pradesh	34.4	9.33	6.85	41	1,419	10,429	753	55.61	493.58
solar	Gujarat	29.9	10.56	3.65	58	214	34,259	484	69.81	13.69
wind	Karnataka	16.3	7.8	3.22	56	1,182	11,030	478	82.68	348.86
biomass	Maharashtra	17.4	3.25	2.2	66	2,140	46,658	828	81.19	188.21
wind	Karnataka	17.8	7.31	2.89	63	1,354	46,807	1,518	48.58	303.04
solar	Telangana	30.7	2.21	2.62	44	1,996	14,732	1,730	82.01	56.18
biomass	Gujarat	21.7	8.79	4.84	76	712	31,178	1,117	84.34	251.18
biomass	Rajasthan	42.4	8.44	3.39	62	1,911	48,982	1,814	47.12	363.47
wind	Tamil Nadu	42.5	2.28	4.16	74	1,686	42,036	527	71.59	322.01
wind	Gujarat	23.2	9.81	2.41	41	2,503	21,324	818	70.16	227.91
biomass	Andhra Pradesh	34.5	6.85	3.16	31	997	44,489	1,229	57.9	139.91
biomass	Tamil Nadu	33.6	10.69	6.78	24	591	42,011	409	82.33	320.25
solar	Karnataka	36	3.84	3.56	21	2,208	46,735	623	42.84	156.63
biomass	Andhra Pradesh	22.8	11.08	2.13	59	1,696	42,566	1,196	81.45	64.41
wind	Telangana	25	11.51	3.89	41	2,919	43,505	1,592	59.19	41.82
solar	Tamil Nadu	35.4	12.92	6.55	47	2,765	40,557	1,184	46.39	195.83
wind	Rajasthan	17.9	10.92	6.43	66	947	16,158	635	72.18	278.33
biomass	Rajasthan	31.3	5.23	5.01	28	1,604	37,650	360	78.54	264.42
solar	Andhra Pradesh	38.9	14.37	6.11	35	2,107	26,774	1,055	48.14	316.4
wind	Andhra Pradesh	17.7	2.29	2.48	86	2,058	16,762	1,039	75.01	33.35
solar	Karnataka	23.4	6.99	5.97	25	2,056	37,969	1,290	90.68	252.34
solar	Andhra Pradesh	34.6	3.81	3.82	51	1,442	24,856	397	74.62	16.48
solar	Telangana	28	10.13	4.54	67	40	24,496	1,472	90.42	483.92
solar	Rajasthan	25.5	3.47	2.67	36	951	40,667	777	51.45	330.8
solar	Rajasthan	35.4	13.16	4.3	30	2,156	41,866	611	77.16	174.52
solar	Tamil Nadu	18.8	4.26	5.97	27	2,270	30,661	1,549	41.38	478.54
wind	Maharashtra	17.2	0.56	6.49	34	2,366	47,209	687	85.23	332.33
wind	Rajasthan	27.5	5.83	3.2	59	1,351	46,732	1,707	54.28	187.91
wind	Rajasthan	44.6	6.01	5.99	61	1,697	35,454	915	70.44	483.6
wind	Andhra Pradesh	30	8.19	6.7	68	855	28,066	634	77.68	297.48
biomass	Rajasthan	44	5.63	2.16	43	1,494	46,134	323	81.71	490.29
biomass	Karnataka	20.6	8.23	3.24	54	602	48,767	1,398	73.9	426
solar	Gujarat	33.1	11.57	2.78	47	1,940	39,875	480	62.28	431.29
wind	Telangana	17	8.19	4.81	84	935	33,095	787	83.7	144.02
wind	Tamil Nadu	24	3.34	3.71	74	1,032	31,815	1,062	47.51	179.14
biomass	Telangana	40.9	10.71	3.39	43	2,752	19,137	340	60.39	307.6
solar	Gujarat	34.6	1.14	2.69	37	2,946	33,719	885	50.26	52.53
biomass	Andhra Pradesh	39.8	7.46	5.54	51	2,030	15,551	1,338	59.86	490.58
solar	Tamil Nadu	21.6	5.63	2.01	36	1,254	32,371	417	80.49	260.51
biomass	Gujarat	16.3	2.78	5.96	22	233	45,759	1,422	72.14	15.52
solar	Tamil Nadu	24.6	1.22	3.1	76	2,989	23,986	1,595	48.59	115.99
solar	Andhra Pradesh	22.2	11.31	6.89	24	2,047	39,192	1,782	53.37	274.67
wind	Telangana	37.2	1.62	5.89	78	2,129	26,422	644	92.81	237.82
biomass	Telangana	16	3.68	5.47	63	757	13,443	713	57.96	380.6
biomass	Maharashtra	27.9	11.28	4.67	70	1,615	45,527	1,655	85.91	317.9
solar	Telangana	23.3	2.84	2.45	76	1,258	31,602	1,064	52.08	455.77
biomass	Gujarat	38.7	2.37	4.7	76	2,657	13,462	698	44.79	369.84
biomass	Andhra Pradesh	43.4	11.82	6.09	58	2,813	18,526	798	50.96	122.55
biomass	Maharashtra	23.2	1.59	5.98	52	2,005	16,730	1,306	73.33	326.82
solar	Maharashtra	25.7	1.57	3.46	67	1,205	11,469	1,445	75.01	473.57
biomass	Telangana	19.1	12.61	2.33	29	2,015	36,257	1,104	90.79	115.22
solar	Karnataka	34.8	5.68	3.71	38	476	38,961	1,453	93.32	259.5
biomass	Maharashtra	24.7	3.93	4.92	32	263	34,166	1,220	89.68	58.41
solar	Andhra Pradesh	44.3	12.89	5.55	35	50	12,136	1,963	55.53	293.55
wind	Telangana	41.5	13.37	6.03	27	828	22,890	1,589	82.23	360.83
solar	Gujarat	40.3	14.19	5.83	33	2,404	43,941	1,988	57.09	77.66
biomass	Karnataka	26.5	10.74	2.25	76	2,743	24,878	938	69.18	14.8
biomass	Gujarat	33.6	2.9	4.55	80	1,706	46,101	1,517	73.34	245.44
solar	Gujarat	37.2	7.37	4.44	72	2,055	48,419	728	84.99	82.8
biomass	Gujarat	43.7	9.16	6.93	79	1,314	19,810	1,287	66.28	289.41
biomass	Maharashtra	19.7	4.91	3.07	53	2,969	38,004	305	91.65	125.16
wind	Karnataka	26.4	8.78	5.76	27	1,603	42,784	1,177	85.11	256.68
solar	Telangana	30.2	7.27	4.07	48	700	13,924	1,452	76.82	400.35
solar	Karnataka	42	3.06	4.37	29	745	15,718	313	48.64	153.13
solar	Andhra Pradesh	31.5	8.81	4.75	88	2,502	16,342	781	76.64	498.18
wind	Tamil Nadu	19.8	10.71	3.36	42	946	22,856	300	76.87	359.05
solar	Rajasthan	39	8.68	4.24	35	2,442	10,802	1,920	47.22	495.07
solar	Gujarat	18.5	3.7	4.48	71	135	26,614	694	61.82	268.55
wind	Andhra Pradesh	18.5	1.15	3.79	72	2,564	26,021	1,411	81.22	344.28
wind	Rajasthan	23.3	2.76	2.48	50	1,135	30,862	1,616	58.14	395.26
biomass	Karnataka	16.7	9.07	6.92	60	1,926	28,782	1,937	60.51	372.15
biomass	Maharashtra	16.4	13.66	6.74	74	399	36,014	1,759	48.59	23.73
wind	Gujarat	34.2	1.56	3.54	25	423	15,324	718	81.96	234.54
biomass	Gujarat	40.9	8.62	4.94	36	2,419	19,547	1,285	48.51	151.21
biomass	Karnataka	20.3	11.51	2.58	59	2,197	25,063	1,401	90.54	24.37
wind	Andhra Pradesh	18.7	6.2	3.67	69	2,843	43,310	1,270	91.22	231.93

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