timestamp
stringdate
2022-08-20 00:00:00
2024-08-04 23:00:00
city
stringclasses
306 values
temperature
float64
-5.5
49.3
precipitation
float64
0
104
wind_speed
float64
0
64.8
humidity
int64
2
100
country
stringclasses
42 values
wetbulb_temperature
float64
18.1
92
climate_region
stringclasses
5 values
Other renewables (including geothermal and biomass) - TWh
float64
0
0
Biofuels consumption - TWh
float64
0
0
Solar consumption - TWh
float64
0
64.4k
Wind consumption - TWh
float64
0
85k
Hydro consumption - TWh
float64
0
340k
Nuclear consumption - TWh
float64
0
88.5k
Gas consumption - TWh
float64
0
7.24M
Coal consumption - TWh
float64
0
8.22M
Oil consumption - TWh
float64
0
5.08M
Total renewables - TWh
float64
87.6
345k
Total fossil fuels - TWh
float64
0
2.3M
Total energy - TWh
float64
2.56k
2.59M
Low carbon - TWh
float64
87.6
345k
Other - TWh
float64
0
39.4k
WUE_FixedApproachDirect(L/KWh)
float64
0.94
1.71
WUE_FixedColdWaterDirect(L/KWh)
float64
1.17
2.13
WUE_Indirect(L/KWh)
float64
0
5.34
Leakages (%)
float64
0.17
0.55
2023-08-18 04:00:00
Mutare
13
0
4.7
93
Zimbabwe
53.958475
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.562191
1.187156
4.231153
0.252
2023-08-18 05:00:00
Mutare
12.3
0
2.9
94
Zimbabwe
52.900618
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.550883
1.182072
4.231153
0.252
2023-08-18 06:00:00
Mutare
12
0
2.2
93
Zimbabwe
52.172923
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.542858
1.179238
4.231153
0.252
2023-08-18 07:00:00
Mutare
13.6
0
3.2
83
Zimbabwe
53.075123
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.552778
1.182832
4.231153
0.252
2023-08-18 08:00:00
Mutare
17.9
0
3.2
60
Zimbabwe
55.623231
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.579127
1.197475
4.231153
0.252
2023-08-18 09:00:00
Mutare
20.5
0
2.2
44
Zimbabwe
55.940111
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.582232
1.19976
4.231153
0.252
2023-08-18 10:00:00
Mutare
23.5
0
1.4
33
Zimbabwe
57.191689
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.594122
1.209789
4.231153
0.252
2023-08-18 11:00:00
Mutare
25.7
0
1.1
26
Zimbabwe
57.763135
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.599354
1.2149
4.231153
0.252
2023-08-18 12:00:00
Mutare
27.2
0
3.6
21
Zimbabwe
57.640579
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.598242
1.213776
4.231153
0.252
2023-08-18 13:00:00
Mutare
27.8
0
6.5
19
Zimbabwe
57.464475
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.596635
1.212187
4.231153
0.252
2023-08-18 14:00:00
Mutare
28.3
0
8.3
19
Zimbabwe
58.06906
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.602103
1.217774
4.231153
0.252
2023-08-18 15:00:00
Mutare
27.8
0
9.4
19
Zimbabwe
57.464475
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.596635
1.212187
4.231153
0.252
2023-08-18 16:00:00
Mutare
26.8
0
10.8
21
Zimbabwe
57.144486
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.593685
1.209381
4.231153
0.252
2023-08-18 17:00:00
Mutare
24.6
0
10.4
25
Zimbabwe
55.955488
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.582382
1.199873
4.231153
0.252
2023-08-18 18:00:00
Mutare
20.4
0
6.8
33
Zimbabwe
52.872261
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.550574
1.181951
4.231153
0.252
2023-08-18 19:00:00
Mutare
19
0
5.8
35
Zimbabwe
51.44557
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.534636
1.176947
4.231153
0.252
2023-08-18 20:00:00
Mutare
18.2
0
6.1
37
Zimbabwe
50.811347
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.527303
1.175391
4.231153
0.252
2023-08-18 21:00:00
Mutare
17.4
0
7.2
39
Zimbabwe
50.136885
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.519338
1.174188
4.231153
0.252
2023-08-18 22:00:00
Mutare
16.6
0
6.5
41
Zimbabwe
49.425164
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.510745
1.173422
4.231153
0.252
2023-08-18 23:00:00
Mutare
15.9
0
5.4
44
Zimbabwe
49.043178
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.506054
1.173224
4.231153
0.252
2023-08-19 00:00:00
Mutare
15.4
0
3.6
47
Zimbabwe
48.921008
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.504542
1.173192
4.231153
0.252
2023-08-19 01:00:00
Mutare
15.2
0
2.9
49
Zimbabwe
49.02753
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.505861
1.173219
4.231153
0.252
2023-08-19 02:00:00
Mutare
14.1
0
3.2
50
Zimbabwe
47.529711
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.486924
1.173908
4.231153
0.252
2023-08-19 03:00:00
Mutare
13.4
0
3.2
51
Zimbabwe
46.636852
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.475231
1.17541
4.231153
0.252
2023-08-19 04:00:00
Mutare
12.6
0
2.9
51
Zimbabwe
45.392562
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.458432
1.178862
4.231153
0.252
2023-08-19 05:00:00
Mutare
12.1
0
2.5
51
Zimbabwe
44.614876
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.447634
1.181824
4.231153
0.252
2023-08-19 06:00:00
Mutare
11.7
0
3.6
51
Zimbabwe
43.992724
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.438831
1.184638
4.231153
0.252
2023-08-19 07:00:00
Mutare
13.4
0
4
46
Zimbabwe
45.680349
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.46237
1.177923
4.231153
0.252
2023-08-19 08:00:00
Mutare
19.3
0
1.1
34
Zimbabwe
51.606148
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.536469
1.177407
4.231153
0.252
2023-08-19 09:00:00
Mutare
24.3
0
2.2
27
Zimbabwe
56.285055
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.585568
1.202364
4.231153
0.252
2023-08-19 10:00:00
Mutare
26.4
0
5
23
Zimbabwe
57.486346
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.596835
1.212383
4.231153
0.252
2023-08-19 11:00:00
Mutare
27.5
0
7.9
20
Zimbabwe
57.562618
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.597532
1.213069
4.231153
0.252
2023-08-19 12:00:00
Mutare
28.1
0
10.8
18
Zimbabwe
57.344975
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.595538
1.211127
4.231153
0.252
2023-08-19 13:00:00
Mutare
28
0
13
17
Zimbabwe
56.73243
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.589828
1.205923
4.231153
0.252
2023-08-19 14:00:00
Mutare
27.8
0
14
17
Zimbabwe
56.497216
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.587598
1.204026
4.231153
0.252
2023-08-19 15:00:00
Mutare
27.3
0
13.3
17
Zimbabwe
55.909175
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.58193
1.199532
4.231153
0.252
2023-08-19 16:00:00
Mutare
26.5
0
12.6
18
Zimbabwe
55.436301
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.577278
1.196175
4.231153
0.252
2023-08-19 17:00:00
Mutare
24.5
0
10.1
23
Zimbabwe
55.074387
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.57366
1.19376
4.231153
0.252
2023-08-19 18:00:00
Mutare
20.5
0
9.4
31
Zimbabwe
52.442428
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.545854
1.180225
4.231153
0.252
2023-08-19 19:00:00
Mutare
19.8
0
12.6
38
Zimbabwe
53.368407
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.555936
1.184179
4.231153
0.252
2023-08-19 20:00:00
Mutare
18.7
0
11.5
44
Zimbabwe
53.241348
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.554572
1.183585
4.231153
0.252
2023-08-19 21:00:00
Mutare
17.4
0
9.4
51
Zimbabwe
52.858182
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.550421
1.181892
4.231153
0.252
2023-08-19 22:00:00
Mutare
16
0
9
63
Zimbabwe
53.166347
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.553764
1.183241
4.231153
0.252
2023-08-19 23:00:00
Mutare
14.8
0
8.3
76
Zimbabwe
53.774221
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.560252
1.186188
4.231153
0.252
2023-08-20 00:00:00
Mutare
13.8
0
7.6
84
Zimbabwe
53.618583
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.558604
1.185398
4.231153
0.252
2023-08-20 01:00:00
Mutare
13.4
0
6.5
91
Zimbabwe
54.280814
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.565552
1.188933
4.231153
0.252
2023-08-20 02:00:00
Mutare
13.4
0
5
94
Zimbabwe
54.869169
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.571586
1.19245
4.231153
0.252
2023-08-20 03:00:00
Mutare
13.3
0
4
94
Zimbabwe
54.69021
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.569765
1.191343
4.231153
0.252
2023-08-20 04:00:00
Mutare
13.2
0
3.6
92
Zimbabwe
54.120286
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.563883
1.188035
4.231153
0.252
2023-08-20 05:00:00
Mutare
13
0
3.2
90
Zimbabwe
53.376144
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.556019
1.184216
4.231153
0.252
2023-08-20 06:00:00
Mutare
12.9
0
2.9
89
Zimbabwe
53.005874
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.552027
1.182526
4.231153
0.252
2023-08-20 07:00:00
Mutare
15
0
2.2
76
Zimbabwe
54.115938
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.563838
1.188011
4.231153
0.252
2023-08-20 08:00:00
Mutare
18.6
0
3.2
54
Zimbabwe
55.4085
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.577002
1.195985
4.231153
0.252
2023-08-20 09:00:00
Mutare
22.1
0
5
38
Zimbabwe
56.691189
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.589439
1.205586
4.231153
0.252
2023-08-20 10:00:00
Mutare
25.7
0
4.3
25
Zimbabwe
57.382149
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.59588
1.211455
4.231153
0.252
2023-08-20 11:00:00
Mutare
28.1
0
2.5
18
Zimbabwe
57.344975
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.595538
1.211127
4.231153
0.252
2023-08-20 12:00:00
Mutare
29.5
0
4.3
16
Zimbabwe
57.963628
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.60116
1.216773
4.231153
0.252
2023-08-20 13:00:00
Mutare
29.9
0
6.1
15
Zimbabwe
57.871676
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.600333
1.215909
4.231153
0.252
2023-08-20 14:00:00
Mutare
30
0
6.8
14
Zimbabwe
57.411884
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.596153
1.211719
4.231153
0.252
2023-08-20 15:00:00
Mutare
29.4
0
9
16
Zimbabwe
57.847769
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.600118
1.215686
4.231153
0.252
2023-08-20 16:00:00
Mutare
29.2
0
11.9
19
Zimbabwe
59.157293
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.611597
1.228772
4.231153
0.252
2023-08-20 17:00:00
Mutare
27
0
11.2
23
Zimbabwe
58.247994
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.603695
1.219499
4.231153
0.252
2023-08-20 18:00:00
Mutare
23.4
0
10.4
30
Zimbabwe
56.095042
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.583736
1.200914
4.231153
0.252
2023-08-20 19:00:00
Mutare
22.4
0
14.4
37
Zimbabwe
56.837925
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.590822
1.206792
4.231153
0.252
2023-08-20 20:00:00
Mutare
20.8
0
11.9
45
Zimbabwe
56.645617
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.589007
1.205216
4.231153
0.252
2023-08-20 21:00:00
Mutare
19.4
0
9
51
Zimbabwe
55.968777
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.582511
1.199972
4.231153
0.252
2023-08-20 22:00:00
Mutare
18.5
0
8.3
55
Zimbabwe
55.476365
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.577675
1.19645
4.231153
0.252
2023-08-20 23:00:00
Mutare
17.6
0
6.8
59
Zimbabwe
54.921531
Savana
0.000002
0.000002
597.595957
0
117,128.80754
0
0
58,166.006465
0
119,718.39002
58,166.006465
212,943.359286
119,718.39002
0
1.572117
1.19278
4.231153
0.252