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timestamp
stringdate
2024-01-01 00:01:55
2024-12-30 23:53:56
site_id
stringlengths
11
11
type
stringclasses
2 values
horizon_h
int64
1
24
forecast_mw
float64
0
150
actual_mw
float64
0
150
error_mw
float64
-84.87
76.8
mape_pct
float64
0
199
2024-06-28 12:46:06
REN-SO-0000
solar
3
112.853
112.193
-0.66
0.59
2024-02-03 10:09:31
REN-SO-0001
solar
3
91.128
114.952
23.824
20.73
2024-06-02 22:55:23
REN-SO-0002
solar
1
0
0
0
0
2024-08-19 22:08:57
REN-SO-0003
solar
1
0
0
0
0
2024-03-13 23:17:58
REN-SO-0004
solar
6
0
0
0
0
2024-08-09 09:38:02
REN-SO-0005
solar
1
58.927
76.835
17.908
23.31
2024-02-15 20:02:04
REN-SO-0006
solar
6
0
0
0
0
2024-08-27 20:14:12
REN-WI-0007
wind
12
69.676
63.633
-6.043
9.5
2024-04-09 21:39:02
REN-SO-0008
solar
12
0
0
0
0
2024-11-29 03:16:37
REN-SO-0009
solar
1
0
0
0
0
2024-06-11 03:58:22
REN-SO-0010
solar
3
0
0
0
0
2024-03-30 09:30:51
REN-WI-0011
wind
6
101.331
92.881
-8.45
9.1
2024-06-24 05:29:39
REN-SO-0012
solar
24
0
0
0
0
2024-02-05 20:48:53
REN-SO-0013
solar
3
0
0
0
0
2024-04-20 08:24:20
REN-SO-0014
solar
1
59.815
79.326
19.511
24.6
2024-02-13 01:45:56
REN-SO-0015
solar
3
0
0
0
0
2024-03-16 16:25:12
REN-WI-0016
wind
6
93.062
75.266
-17.796
23.64
2024-03-19 05:45:25
REN-WI-0017
wind
3
5.619
5.593
-0.026
0.47
2024-03-07 23:48:14
REN-SO-0018
solar
3
0
0
0
0
2024-04-11 14:38:14
REN-SO-0019
solar
1
40.567
39.952
-0.615
1.54
2024-09-06 16:48:50
REN-WI-0020
wind
3
39.893
37.368
-2.525
6.76
2024-07-02 14:27:50
REN-SO-0021
solar
3
25.314
24.025
-1.289
5.36
2024-10-09 14:18:27
REN-SO-0022
solar
6
57.352
49.171
-8.182
16.64
2024-02-25 16:07:58
REN-WI-0023
wind
12
121.996
93.317
-28.679
30.73
2024-08-31 13:00:47
REN-SO-0024
solar
24
57.559
55.313
-2.246
4.06
2024-04-07 15:08:10
REN-SO-0025
solar
3
36.289
53.537
17.249
32.22
2024-05-21 10:16:18
REN-SO-0026
solar
3
88.839
73.379
-15.46
21.07
2024-04-26 06:52:44
REN-SO-0027
solar
12
0
0
0
0
2024-10-21 19:42:00
REN-SO-0028
solar
3
0
0
0
0
2024-05-21 20:55:22
REN-WI-0029
wind
24
26.25
28.871
2.62
9.08
2024-02-15 06:49:27
REN-WI-0030
wind
6
85.816
93.087
7.271
7.81
2024-10-27 02:13:04
REN-SO-0031
solar
1
0
0
0
0
2024-09-13 15:26:02
REN-SO-0032
solar
24
91.672
80.543
-11.128
13.82
2024-07-10 18:45:26
REN-WI-0033
wind
6
59.309
64.671
5.362
8.29
2024-02-04 07:55:15
REN-SO-0034
solar
3
9.008
8.915
-0.094
1.05
2024-01-19 03:49:08
REN-WI-0035
wind
3
6.46
7.967
1.506
18.91
2024-03-31 17:45:47
REN-SO-0036
solar
3
22.055
20.36
-1.695
8.32
2024-09-04 23:57:51
REN-WI-0037
wind
12
48.941
43.035
-5.906
13.72
2024-08-07 23:41:50
REN-SO-0038
solar
6
0
0
0
0
2024-02-11 14:20:00
REN-SO-0039
solar
12
126.126
127.547
1.421
1.11
2024-12-13 00:05:43
REN-SO-0040
solar
24
0
0
0
0
2024-04-19 20:02:30
REN-WI-0041
wind
1
23.503
22.391
-1.111
4.96
2024-11-17 14:28:21
REN-SO-0042
solar
3
120.211
136.982
16.771
12.24
2024-12-22 16:30:38
REN-SO-0043
solar
1
51.602
59.564
7.962
13.37
2024-09-21 12:27:39
REN-WI-0044
wind
6
77.046
79.908
2.862
3.58
2024-12-04 10:03:15
REN-SO-0045
solar
24
128.779
112.09
-16.689
14.89
2024-07-13 02:47:33
REN-SO-0046
solar
1
0
0
0
0
2024-07-11 10:17:39
REN-SO-0047
solar
3
59.541
62.19
2.648
4.26
2024-04-10 06:06:08
REN-WI-0048
wind
6
59.44
65.011
5.571
8.57
2024-02-26 07:18:06
REN-SO-0049
solar
12
6.895
6.089
-0.806
13.24
2024-05-04 20:53:18
REN-SO-0050
solar
6
0
0
0
0
2024-02-27 07:26:01
REN-SO-0051
solar
12
19.259
16.954
-2.305
13.59
2024-03-08 10:09:23
REN-SO-0052
solar
24
67.329
53.539
-13.79
25.76
2024-02-15 11:30:49
REN-SO-0053
solar
12
142.976
145.932
2.957
2.03
2024-07-14 00:43:47
REN-WI-0054
wind
1
63.205
66.367
3.162
4.76
2024-10-04 08:45:02
REN-SO-0055
solar
6
60.391
62.999
2.609
4.14
2024-09-22 02:12:07
REN-SO-0056
solar
3
0
0
0
0
2024-06-09 22:48:18
REN-SO-0057
solar
1
0
0
0
0
2024-02-28 22:27:19
REN-WI-0058
wind
3
41.213
41.729
0.516
1.24
2024-07-17 00:32:50
REN-SO-0059
solar
1
0
0
0
0
2024-04-06 08:47:41
REN-SO-0060
solar
24
79.248
63.695
-15.554
24.42
2024-08-20 14:57:47
REN-SO-0061
solar
3
32.292
32.146
-0.146
0.45
2024-02-23 11:19:23
REN-WI-0062
wind
24
100.611
73.41
-27.2
37.05
2024-01-20 17:11:37
REN-WI-0063
wind
1
50.45
57.138
6.688
11.71
2024-11-19 04:37:39
REN-WI-0064
wind
1
30.263
30.562
0.299
0.98
2024-04-02 13:50:13
REN-WI-0065
wind
12
50.204
57.968
7.764
13.39
2024-08-19 10:04:08
REN-SO-0066
solar
24
135.841
125.982
-9.86
7.83
2024-11-22 19:56:16
REN-SO-0067
solar
24
0
0
0
0
2024-03-07 08:53:01
REN-WI-0068
wind
1
35.529
32.87
-2.659
8.09
2024-08-25 19:56:03
REN-SO-0069
solar
12
0
0
0
0
2024-01-20 03:16:23
REN-SO-0070
solar
6
0
0
0
0
2024-04-18 06:30:47
REN-SO-0071
solar
12
0
0
0
0
2024-09-12 07:54:47
REN-SO-0072
solar
12
38.143
32.973
-5.17
15.68
2024-11-30 13:29:30
REN-WI-0073
wind
12
77.477
71.728
-5.749
8.02
2024-08-03 18:12:37
REN-WI-0074
wind
12
49.016
49.595
0.579
1.17
2024-12-04 05:49:34
REN-WI-0075
wind
12
52.575
57.617
5.042
8.75
2024-10-07 23:33:25
REN-SO-0076
solar
24
0
0
0
0
2024-03-21 07:17:43
REN-WI-0077
wind
1
36.612
27.148
-9.464
34.86
2024-07-02 06:27:08
REN-WI-0078
wind
6
48.566
43.005
-5.56
12.93
2024-09-16 07:14:06
REN-SO-0079
solar
3
1.801
1.91
0.109
5.71
2024-02-05 13:33:37
REN-SO-0080
solar
12
101.239
101.239
0
0
2024-10-15 23:30:50
REN-SO-0081
solar
3
0
0
0
0
2024-06-30 11:34:06
REN-SO-0082
solar
6
99.882
101.149
1.267
1.25
2024-09-27 09:59:24
REN-WI-0083
wind
6
57.939
69.792
11.853
16.98
2024-12-08 09:46:56
REN-SO-0084
solar
24
19.144
15.392
-3.752
24.38
2024-03-17 04:18:45
REN-WI-0085
wind
3
37.337
35.996
-1.341
3.72
2024-01-04 02:59:29
REN-SO-0086
solar
12
0
0
0
0
2024-08-06 22:01:59
REN-SO-0087
solar
1
0
0
0
0
2024-10-17 17:54:06
REN-SO-0088
solar
6
35.099
36.188
1.088
3.01
2024-10-07 20:10:33
REN-SO-0089
solar
12
0
0
0
0
2024-12-11 11:29:01
REN-WI-0090
wind
6
52.697
36.554
-16.142
44.16
2024-07-07 22:42:19
REN-WI-0091
wind
6
48.144
44.61
-3.534
7.92
2024-06-23 01:44:51
REN-WI-0092
wind
3
108.178
74.812
-33.366
44.6
2024-08-29 18:59:53
REN-SO-0093
solar
6
0
0
0
0
2024-04-13 11:23:51
REN-SO-0094
solar
3
38.961
53.325
14.364
26.94
2024-04-10 02:18:47
REN-SO-0095
solar
1
0
0
0
0
2024-06-03 00:27:54
REN-SO-0096
solar
3
0
0
0
0
2024-02-06 21:16:53
REN-WI-0097
wind
6
80.89
89.203
8.313
9.32
2024-02-18 23:46:22
REN-WI-0098
wind
1
22.577
24.709
2.132
8.63
2024-05-28 13:29:02
REN-SO-0099
solar
12
113.16
92.474
-20.686
22.37
End of preview. Expand in Data Studio
# Nigerian Energy & Utilities – Renewable Forecasts

Forecast vs actual for solar/wind sites across horizons with MAPE.

- **[category]** Renewable & Environmental
- **[rows]** ~150,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (DisCos, substations, plants)

## Schema

| column | dtype |

|---|---| | timestamp | object | | site_id | object | | type | object | | horizon_h | int64 | | forecast_mw | float64 | | actual_mw | float64 | | error_mw | float64 | | mape_pct | float64 |

## Usage

```python
import pandas as pd
df = pd.read_parquet('data/nigerian_energy_and_utilities_renewable_forecasts/nigerian_energy_and_utilities_renewable_forecasts.parquet')
df.head()
```

```python
from datasets import load_dataset
ds = load_dataset('electricsheepafrica/nigerian_energy_and_utilities_renewable_forecasts')
ds
```

## Notes

- Data generated with Nigeria-specific parameters (DisCos, tariff bands, 50 Hz grid)
- Time-of-use shapes and seasonal/weather effects included where applicable
- Values are internally consistent (e.g., kWh ~ kW*h; voltage/current ~ power)
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