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
Andhra Pradesh
26.9
9.12
6.99
86
233
31,040
907
47.53
325.1
wind
Karnataka
23.2
5.35
2.53
27
755
23,965
1,988
59.19
422.52
solar
Telangana
16.2
6.26
5.24
42
2,948
37,176
1,487
60.28
249.22
wind
Maharashtra
26.8
11.16
5.15
40
900
43,052
1,201
61.84
295.21
biomass
Gujarat
19.7
13.44
3.39
23
131
43,381
713
45.49
40.58
wind
Gujarat
35.9
8.12
2.21
50
2,883
31,861
422
66.7
418.9
wind
Andhra Pradesh
25
5.22
2.73
45
606
49,071
900
63.79
37.84
wind
Gujarat
21.1
3.29
2.02
49
833
49,651
1,650
82.25
341.59
wind
Rajasthan
15.7
5.65
2.15
42
1,878
23,073
1,118
74.43
468.31
wind
Maharashtra
40.6
2.04
2.43
85
190
14,946
1,035
82.51
447.6
wind
Karnataka
38.8
1.41
2.38
53
2,081
24,719
1,319
71.29
487.03
biomass
Gujarat
20.6
7.62
3.01
35
2,295
46,320
336
41.7
274.2
wind
Karnataka
16.9
7.25
2.35
88
824
18,805
724
81.53
273.61
solar
Karnataka
35.1
6.84
4.67
77
2,450
32,994
1,350
82.32
123.85
wind
Karnataka
18.4
1.45
4.85
54
1,509
44,102
1,445
77.16
103.01
wind
Gujarat
38.3
8.68
3.94
39
2,482
40,585
1,910
75.77
262.9
solar
Telangana
22.1
5.76
4.18
22
2,976
47,186
321
52.98
82.9
solar
Karnataka
33.7
6.4
3.14
67
2,365
24,898
1,464
85.11
107.2
solar
Gujarat
32.9
14.46
4.26
38
1,920
32,259
341
78.65
118.77
biomass
Andhra Pradesh
36
0.94
5.64
46
2,522
18,292
1,710
91.33
246.81
wind
Andhra Pradesh
37.9
14.43
2.89
46
2,623
18,890
913
70.65
419.27
solar
Telangana
31.3
1.62
5.38
62
526
10,394
1,997
69.94
213.34
wind
Rajasthan
43.1
3.08
2.22
33
2,819
10,647
617
50.85
100.14
wind
Gujarat
33.7
8.14
6.23
82
2,120
41,520
1,164
42.58
108.5
solar
Rajasthan
38.8
8.32
4.78
50
1,240
17,738
1,391
50.95
308.11
wind
Gujarat
38.4
7.33
5.37
42
858
47,790
1,644
92.1
409.84
wind
Telangana
17.3
4.19
3.72
49
1,462
30,681
857
79.08
141
wind
Karnataka
42
5.48
5
29
1,713
28,647
1,082
62.41
150.08
solar
Andhra Pradesh
28.1
7.96
2.02
49
1,721
37,733
864
63.13
299.45
wind
Tamil Nadu
29.5
11.38
4.47
54
1,449
14,703
1,540
63.07
259.19
biomass
Telangana
25.8
9.17
6.31
20
1,198
12,890
1,539
43.29
379.06
solar
Tamil Nadu
23.4
14.11
5.58
61
1,121
21,870
1,619
50.49
493.41
biomass
Karnataka
27
4.34
3.87
41
2,619
17,978
519
74.16
103.42
wind
Maharashtra
25.3
5.87
6.98
28
331
12,253
682
86.71
53.93
solar
Gujarat
44.6
12.21
6.22
70
414
17,192
1,654
76.75
68.41
biomass
Andhra Pradesh
26.2
5.62
5.43
87
357
21,275
1,735
64.07
323.5
biomass
Gujarat
38
11.12
4.29
73
2,795
40,208
774
85.29
99.15
solar
Andhra Pradesh
32.1
6.48
6.81
47
2,070
31,882
349
73.84
60.78
solar
Andhra Pradesh
32.9
14.4
2.76
54
2,000
27,348
1,144
72.13
218.05
wind
Karnataka
15.3
7.38
6.71
66
2,644
35,816
1,096
73.02
100.15
biomass
Gujarat
30.1
10.95
2.91
36
271
10,841
767
52.99
413.82
solar
Maharashtra
24.4
8.7
4.38
58
1,437
36,404
1,435
46.84
232.77
wind
Rajasthan
18.6
3.2
2.5
34
95
22,881
475
91.26
131.42
solar
Gujarat
33.2
5.01
4.63
88
1,632
19,693
1,697
84.99
148.26
wind
Gujarat
31.1
11.28
4.69
89
1,233
22,317
1,791
75.87
165
biomass
Maharashtra
16.8
14.88
6.57
86
1,415
45,271
1,521
48.07
347.31
solar
Gujarat
18.2
12.33
5.06
42
1,590
17,733
884
45.27
251.8
wind
Telangana
22.6
8.69
2.62
47
399
31,626
1,048
76.98
56.97
solar
Karnataka
26.2
8.75
3.17
80
845
49,457
1,910
78.07
328.48
wind
Telangana
19
4.53
4.1
73
1,723
20,982
1,253
58.82
308.1
solar
Maharashtra
28.2
11.34
4.82
45
2,229
11,910
1,186
57.37
156.37
wind
Gujarat
34.7
2.6
4.12
86
1,154
48,725
967
64.96
311
wind
Tamil Nadu
34
2.99
2.62
42
218
39,828
849
44.16
26.34
wind
Telangana
19
3.08
4.76
28
472
12,615
314
70.9
369.54
biomass
Telangana
20.7
5.72
3.49
79
1,256
38,312
1,734
47.04
161.77
wind
Gujarat
36.8
12.99
2.3
68
1,030
28,966
620
51.74
328.31
biomass
Maharashtra
33.5
12.04
4.02
80
948
45,525
304
41.35
295.48
solar
Tamil Nadu
26.8
7.96
4.72
28
1,016
20,921
1,414
83.7
35.97
wind
Karnataka
43.1
2.87
6.6
71
837
46,012
1,741
54.64
110.85
solar
Tamil Nadu
38.5
5.29
6.57
25
1,718
42,358
1,454
81.87
120.69
solar
Rajasthan
27.5
3.37
3.89
45
2,382
22,823
333
61.31
459.09
solar
Andhra Pradesh
26.3
5.7
3.56
81
96
43,114
1,929
58.75
368.34
wind
Maharashtra
39.4
8.79
2.19
52
2,649
23,283
1,117
50.1
166.96
solar
Rajasthan
37.8
2.99
4.94
50
1,285
47,680
1,797
69.62
429.08
wind
Maharashtra
44.3
3.63
6.13
68
2,106
45,800
949
82.7
382.17
wind
Gujarat
37.2
11.2
2.16
78
2,208
17,218
964
69.56
370.72
wind
Gujarat
22.5
11.75
6.42
26
3
10,977
465
84.46
315.95
solar
Maharashtra
30.6
11.69
6.11
40
1,824
42,134
1,840
92.58
230.94
biomass
Rajasthan
18.3
1.78
5.85
74
1,019
46,031
317
87.44
124.05
biomass
Karnataka
43.5
1.98
3.02
51
532
12,879
513
56.23
48.94
wind
Karnataka
35.2
3.07
4.48
31
266
15,941
302
88.85
54.49
biomass
Rajasthan
15.2
13.63
3.8
85
944
26,048
1,679
70.76
234.57
wind
Gujarat
36.4
11.97
2.79
63
1,449
42,535
1,523
66.27
89.83
solar
Telangana
20.2
5.05
4
29
2,347
29,362
546
46.21
307.08
wind
Tamil Nadu
35.6
10.98
5.63
21
3,000
14,647
1,919
62.69
343.95
solar
Andhra Pradesh
41.1
11.41
2.38
31
2,413
41,420
749
73.45
188.13
wind
Andhra Pradesh
25.9
13.96
6.48
58
2,438
15,344
1,087
61.42
397.11
solar
Rajasthan
37.5
8.09
5.77
46
2,848
34,142
804
70.21
34.88
biomass
Andhra Pradesh
44.3
6.19
4.57
31
528
35,227
1,055
47.53
253.62
wind
Rajasthan
37.7
13.51
3.28
25
1,561
46,227
1,050
92.1
259.87
biomass
Telangana
18.4
3.99
2.89
30
1,194
31,345
1,200
72.69
337.05
solar
Tamil Nadu
15
9.08
5.87
38
1,044
48,638
840
71.21
192.05
solar
Rajasthan
37.9
4.31
5.59
77
1,764
24,422
1,768
69.57
60.24
solar
Maharashtra
17.4
13.96
4.25
59
1,956
14,008
1,335
71.89
436.14
wind
Gujarat
40.3
12.24
5.24
78
839
27,216
362
67.91
65.88
wind
Telangana
21.9
13.44
4.7
22
742
25,099
331
82.64
416.77
biomass
Telangana
42.9
10.25
4.58
85
28
13,470
409
86.39
494.23
biomass
Karnataka
28.9
1
3.21
68
454
46,608
605
56.33
121.55
biomass
Karnataka
23.7
9.33
4.5
40
2,922
29,201
1,212
85.98
418.12
solar
Rajasthan
21.3
2.43
2.96
73
1,484
45,642
933
51.51
341.81
biomass
Tamil Nadu
37.3
10.37
6.39
56
1,717
17,653
1,659
77.67
57.09
biomass
Telangana
36.2
14.28
3.12
64
1,633
12,899
1,862
78.15
12.4
solar
Telangana
22.5
13.81
4.7
78
2,545
14,335
1,100
85.59
204.24
wind
Telangana
20.4
12.14
6.7
89
463
43,883
458
74.71
483.12
biomass
Andhra Pradesh
27.3
7.83
2.52
44
2,693
40,670
1,384
65.35
407.41
wind
Maharashtra
16.7
12.4
2.1
59
1,721
13,660
1,923
73.57
183.22
biomass
Telangana
44.8
8.73
3.78
37
996
34,554
1,989
87.06
14.52
wind
Karnataka
36.8
13.78
4.69
36
959
12,884
412
54.29
435.22
biomass
Maharashtra
33.2
3.17
4.71
23
1,787
33,473
1,734
68.99
429.86
biomass
Tamil Nadu
16.2
8.69
5.24
62
1,911
46,609
1,263
68.43
497.7