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
wind
Karnataka
32.1
12.95
6.92
35
1,478
37,064
727
66.61
490.29
wind
Maharashtra
18.2
10.11
5.06
31
1,977
49,558
1,970
92.77
130.35
solar
Gujarat
41.7
13.17
4.43
65
1,850
13,658
333
76.98
201.12
solar
Telangana
40.1
14.93
5.69
33
2,942
31,259
893
53.02
21.41
wind
Tamil Nadu
20.2
11.36
3.46
38
1,235
13,489
1,472
68.44
245.83
solar
Gujarat
42.3
10.65
4.62
84
1,349
17,436
665
51.98
261.97
wind
Karnataka
42
14.05
2.52
66
782
31,575
908
86.99
248.29
wind
Gujarat
19
13.45
2.14
70
2,596
26,509
1,482
88.27
307.6
solar
Maharashtra
24.4
7.84
5.71
81
393
27,940
1,263
53.1
401.89
wind
Tamil Nadu
30.1
11.57
2.05
37
1,317
13,476
1,814
40.21
198.31
wind
Andhra Pradesh
35.8
2.35
2.47
74
1,595
46,835
1,371
59.99
436.25
wind
Karnataka
20.9
14.12
3.32
70
2,409
44,423
1,543
75.95
145.58
wind
Rajasthan
39.4
3.74
6.88
62
847
43,843
356
43.78
91.45
solar
Karnataka
20.7
12.77
5.1
73
1,677
28,657
1,001
74.11
338.31
solar
Tamil Nadu
37.6
0.95
4.2
88
1,814
13,178
342
56
327.28
wind
Gujarat
24.5
5.53
5.61
59
1,007
20,312
1,839
91.09
98.1
wind
Tamil Nadu
20.4
10.84
4.18
57
715
40,968
1,985
57.38
442.89
biomass
Maharashtra
26.2
10.69
3.24
61
63
23,185
1,456
47.63
439.78
solar
Karnataka
25.7
1.64
2.23
32
2,368
37,376
811
92.24
132.38
solar
Gujarat
23.8
7.77
5.22
34
2,408
49,043
1,055
77.48
125.98
solar
Karnataka
37.1
9.64
4.79
37
2,803
42,675
535
48.08
60.89
solar
Karnataka
25.8
2.4
5.91
48
745
32,024
1,218
46.59
267.38
wind
Karnataka
39.4
1.68
2.43
46
1,369
48,758
1,102
75.5
211.02
wind
Gujarat
21.4
7.81
4.67
48
911
48,588
601
51.21
347.98
solar
Andhra Pradesh
15.6
13.88
5.71
43
2,610
33,131
530
47.34
428
solar
Gujarat
36.2
12.56
6.12
68
565
42,196
1,213
72.39
25.65
biomass
Rajasthan
34.3
11.87
4.31
32
2,126
32,509
511
45.18
439.46
solar
Telangana
19
4.02
5.41
39
1,896
41,347
1,969
74.55
307.26
solar
Gujarat
23
2.28
6.78
36
2,150
24,630
660
71.97
330.52
solar
Andhra Pradesh
30.3
10.49
4.95
50
1,286
28,427
1,484
57.88
394.72
solar
Telangana
16.9
0.86
2.54
58
153
27,743
433
84.78
218.05
solar
Andhra Pradesh
31.9
7.06
5.69
35
1,882
25,619
1,166
81.24
419.44
wind
Tamil Nadu
21
14.82
5.13
42
740
22,670
1,860
84.02
249.07
wind
Andhra Pradesh
19
8.15
3.85
20
1,775
36,936
1,720
94.8
497.52
wind
Maharashtra
26.5
14.1
6.42
22
1,596
44,449
1,332
54.99
405.07
biomass
Maharashtra
44
9.53
5.03
37
993
15,383
354
56.81
240.5
biomass
Telangana
34.9
1.68
3.95
73
31
39,757
1,182
47.19
472.12
solar
Karnataka
26.2
4.79
6.09
54
470
10,832
1,232
80.55
407.04
wind
Rajasthan
20.3
13.26
2.81
86
1,884
41,171
1,981
59.79
392.87
solar
Andhra Pradesh
43
6.35
6.21
84
1,462
45,084
730
55.42
338.09
solar
Telangana
36
13.92
4.01
85
505
29,833
1,238
89.81
424.6
biomass
Rajasthan
27.7
13.64
2.95
77
2,553
14,950
535
59.08
172.39
wind
Telangana
29.1
10.78
5.08
36
1,948
16,329
306
75.37
76.11
wind
Karnataka
24.6
12.56
6.07
50
847
37,901
1,400
63.44
437.48
solar
Telangana
42.8
9.26
6.12
63
470
31,186
1,986
78.09
429.16
wind
Maharashtra
19.4
12.77
4.12
60
2,464
42,163
920
84.6
399.35
wind
Karnataka
44
14.86
4.12
43
2,462
12,244
1,274
83.01
83.86
wind
Rajasthan
23
8.5
5.95
88
1,829
15,243
1,252
50.64
383.92
biomass
Telangana
30
9.65
4.9
89
2,526
10,208
423
90.82
36.91
biomass
Telangana
37.7
8.12
3.13
46
1,653
21,422
1,727
70.8
337.9
wind
Gujarat
17
12.17
6.9
85
537
39,984
888
70.02
495.13
solar
Andhra Pradesh
35.2
9.72
2.89
31
366
17,468
1,207
50.92
149.35
wind
Karnataka
30
9.62
5.67
80
234
25,623
1,170
85.09
474.46
solar
Tamil Nadu
33.3
3.79
2.84
55
2,068
17,293
1,210
90.77
471.14
wind
Gujarat
15.9
6.88
3.95
72
2,245
38,912
1,040
75.64
483.04
biomass
Gujarat
33.1
7.32
2.65
37
2,044
32,483
833
82.84
80.79
solar
Tamil Nadu
28.4
7.49
6.99
79
2,144
35,220
1,776
56.26
251.38
biomass
Rajasthan
33.7
2.19
5.62
30
2,751
22,937
1,358
85.88
427.5
wind
Tamil Nadu
34.3
11.55
5.26
32
838
26,737
1,335
83.11
366.68
solar
Tamil Nadu
32.1
1.05
5.01
28
1,751
44,124
874
94.58
490.54
solar
Telangana
27.5
13.91
6.9
54
187
47,380
1,465
62.87
474.6
solar
Andhra Pradesh
16.1
3.9
6.77
67
2,203
34,505
1,169
84.59
254.92
wind
Maharashtra
15.4
6.49
4.66
34
2,607
27,021
1,236
81.85
207.24
wind
Gujarat
15.8
14.88
5.47
23
2,753
16,141
719
40.39
397.95
solar
Gujarat
35.7
8.43
6.23
43
217
27,592
1,053
70.72
294.04
solar
Rajasthan
36.6
4.61
6.18
50
585
16,548
696
54.82
181.19
biomass
Karnataka
32.5
7.21
3.88
88
2,352
37,868
786
73.74
332.85
wind
Tamil Nadu
35.1
5.73
5.94
47
2,598
42,897
1,455
47.24
360.04
wind
Maharashtra
22.5
4.88
3.74
90
2,518
42,565
902
67.77
315.49
wind
Gujarat
27
5.39
6.73
60
1,592
28,000
1,277
70.96
494.75
biomass
Telangana
43.1
9.18
3.62
46
2,677
46,852
1,248
62.94
219.45
solar
Karnataka
27.9
5.53
5.59
80
1,985
44,931
1,262
92.52
135.18
wind
Andhra Pradesh
36.5
1.86
5.61
33
2,138
11,675
1,466
88.8
321.58
solar
Rajasthan
20.4
13.7
4.39
29
766
21,057
915
80.58
280.37
biomass
Karnataka
20.8
9.16
6.63
81
503
10,389
1,048
85.59
436.91
solar
Gujarat
17.2
3.29
4.24
38
2,742
37,431
738
93.77
136.06
solar
Gujarat
37.6
5.21
6.8
28
1,549
12,795
1,013
54.29
449.47
wind
Telangana
30.7
4.49
2.54
60
1,809
48,215
1,545
72.09
333.55
wind
Karnataka
35.3
13.34
6.17
27
1,654
48,238
1,576
87.62
242.47
solar
Maharashtra
22.9
9.77
5.54
64
1,600
31,888
1,298
53.14
256.1
biomass
Andhra Pradesh
22.7
2.97
4.94
44
2,552
26,026
1,630
88.5
365.74
wind
Andhra Pradesh
16.4
3.49
3.62
41
628
42,120
1,942
85.83
31.41
biomass
Andhra Pradesh
35.3
2.39
4.81
33
1,567
23,733
711
42.95
50.68
biomass
Maharashtra
33.7
3.78
3.82
31
1,911
43,751
618
82.66
469.89
biomass
Karnataka
21.1
8.99
3.76
37
153
40,658
1,098
82.74
27.57
biomass
Karnataka
42.9
6.7
5.5
78
473
21,960
671
63.52
104.43
wind
Telangana
32
2.75
3.56
58
690
43,381
1,373
67.91
231.08
wind
Maharashtra
44.3
5.9
5.02
61
2,708
26,410
1,509
77.29
188.65
wind
Tamil Nadu
30.9
12.45
5.17
86
1,217
28,636
1,857
75.2
452.17
wind
Telangana
19.2
2.62
6.4
82
2,885
48,557
1,387
60.79
113.11
biomass
Telangana
27
12.36
5.74
71
1,657
45,344
1,128
66.87
331.07
solar
Telangana
22.6
10.72
5.37
60
1,549
42,849
475
46.64
366.28
solar
Telangana
29.6
6.92
2.98
85
2,311
33,051
537
83.4
167.52
solar
Andhra Pradesh
18.1
0.86
4.12
88
1,996
43,969
1,791
46.01
97.51
wind
Andhra Pradesh
35.2
12.37
5.01
49
2,430
47,961
1,323
75.55
250.41
biomass
Andhra Pradesh
17.9
3.75
3.78
75
1,619
12,093
1,078
85.08
284.11
biomass
Telangana
27.6
4.74
4.57
26
1,980
38,635
745
86.87
267.06
solar
Telangana
18.3
1.6
6.25
54
433
47,129
1,310
54.43
243.69
wind
Telangana
42.1
1.08
6.66
67
1,542
23,933
819
91.14
85.79
solar
Tamil Nadu
29.2
5.4
4.39
85
2,287
30,384
940
56.27
308.95