Dataset Viewer
Auto-converted to Parquet
timestamp
stringdate
2024-01-01 00:08:00
2024-12-30 23:57:02
microgrid_id
stringlengths
8
8
mode
stringclasses
2 values
generation_mw
float64
0
39
load_mw
float64
0.5
38.6
net_import_mw
float64
-5
19.9
soc_pct
float64
5
98
frequency_hz
float64
49.8
50.2
voltage_ll_kv
float64
9
12.5
2024-06-05 15:11:21
MCG-0000
grid_connected
4.964
10.402
5.653
49.3
50.059
10.887
2024-09-12 11:49:48
MCG-0001
grid_connected
13.623
16.665
3.596
57.2
50.043
10.807
2024-10-03 15:51:55
MCG-0002
grid_connected
19.344
9.019
-5
63.6
50.025
11.33
2024-05-27 07:21:04
MCG-0003
grid_connected
14.319
14.402
0.842
75.1
50.025
11.535
2024-02-19 19:32:13
MCG-0004
grid_connected
4.237
12.969
9.451
60.7
49.966
10.945
2024-03-13 14:44:31
MCG-0005
grid_connected
7.058
11.257
4.858
85.3
49.921
10.786
2024-01-14 19:57:30
MCG-0006
islanded
19.633
20.968
1.853
21.4
49.942
11.69
2024-06-10 12:34:55
MCG-0007
grid_connected
9.847
6.185
-3.295
32.3
50.023
10.667
2024-08-09 19:38:27
MCG-0008
grid_connected
0
3.277
3.377
73.7
50.005
10.362
2024-12-26 15:28:48
MCG-0009
grid_connected
9.916
14.237
4.652
47.6
50.024
9.739
2024-09-23 01:50:43
MCG-0010
grid_connected
22.717
21.321
-0.785
45.8
50.021
11.748
2024-01-14 06:36:10
MCG-0011
islanded
19.023
20.108
1.685
77.1
50.028
11.171
2024-06-25 08:46:43
MCG-0012
islanded
21.183
14.189
0
36.5
49.938
11.534
2024-06-20 11:01:54
MCG-0013
grid_connected
8.818
14.509
6.169
70.7
49.987
11.26
2024-10-02 10:30:30
MCG-0014
grid_connected
15.777
15.199
-0.03
72.6
49.942
10.937
2024-06-01 10:43:09
MCG-0015
grid_connected
15.564
21.519
7.631
31.6
49.996
10.137
2024-08-18 15:52:32
MCG-0016
islanded
8.153
10.762
2.874
55.2
49.972
12.246
2024-07-16 09:22:56
MCG-0017
islanded
2.967
4.394
1.766
39.7
49.963
10.73
2024-06-26 03:51:14
MCG-0018
grid_connected
3.62
4.326
0.904
66.6
49.989
11.029
2024-09-07 15:10:32
MCG-0019
islanded
6.365
7.209
1.183
97.9
50.038
10.706
2024-03-15 10:49:30
MCG-0020
grid_connected
5.706
12.836
7.92
61.6
50.021
10.777
2024-01-02 21:20:45
MCG-0021
grid_connected
18.855
13.764
-4.728
53.7
50
11.432
2024-10-13 13:59:07
MCG-0022
grid_connected
4.918
15.58
11.275
55.2
49.987
10.898
2024-04-05 16:46:17
MCG-0023
grid_connected
8.657
8.072
-0.4
62.1
50.043
10.683
2024-08-01 00:12:24
MCG-0024
islanded
20.764
23.875
3.942
58.5
50.072
12.044
2024-02-22 13:25:58
MCG-0025
grid_connected
25.45
17.645
-5
41.5
49.964
11.185
2024-12-18 06:55:01
MCG-0026
islanded
11.717
14.294
3.425
71.2
49.99
10.614
2024-09-27 00:05:16
MCG-0027
grid_connected
13.45
19.554
6.709
46.2
49.964
10.754
2024-04-22 17:01:43
MCG-0028
grid_connected
11.212
13.078
2.641
69
50.014
10.433
2024-02-17 06:17:17
MCG-0029
grid_connected
9.322
12.107
3.703
72.4
50.015
10.988
2024-08-21 20:44:28
MCG-0030
grid_connected
13.85
14.156
0.831
40.6
50.006
11.298
2024-03-08 12:29:14
MCG-0031
grid_connected
20.067
17.763
-1.524
90.8
49.992
10.87
2024-06-24 20:28:04
MCG-0032
grid_connected
8.283
16.164
8.445
37.2
49.967
10.477
2024-06-11 11:55:58
MCG-0033
grid_connected
15.217
19.582
5.846
60
50.013
10.864
2024-05-07 00:40:17
MCG-0034
grid_connected
4.505
1.733
-2.672
75.3
49.978
10.545
2024-05-13 06:27:38
MCG-0035
grid_connected
9.049
17.288
9.404
60
49.96
11.399
2024-06-04 11:15:32
MCG-0036
grid_connected
19.829
19.874
0.806
44.2
50.005
10.999
2024-09-13 11:52:15
MCG-0037
grid_connected
8.301
12.37
4.774
68.9
49.972
11.203
2024-09-18 16:59:58
MCG-0038
islanded
15.708
13.95
0
41.5
49.978
11.103
2024-05-11 07:04:51
MCG-0039
grid_connected
10.647
5.917
-4.482
59.5
50.033
11.574
2024-08-14 11:05:55
MCG-0040
grid_connected
16.197
17.986
2.796
64.1
49.956
11.639
2024-11-30 10:51:13
MCG-0041
grid_connected
14.037
16.084
2.592
66.3
49.953
11.085
2024-02-20 12:42:35
MCG-0042
islanded
17.478
10.704
0
60.3
50.05
10.682
2024-04-05 18:47:10
MCG-0043
grid_connected
6.84
13.845
7.56
51.7
49.96
11.073
2024-01-16 12:07:46
MCG-0044
islanded
15.043
14.613
0.405
56.6
49.975
10.784
2024-11-23 21:48:12
MCG-0045
grid_connected
20.671
16.01
-3.388
52.7
50.019
11.856
2024-01-18 07:15:26
MCG-0046
grid_connected
26.885
17.088
-5
47.2
50.005
10.638
2024-03-18 12:12:58
MCG-0047
grid_connected
15.357
17.345
2.438
83.6
50.002
10.673
2024-09-21 08:24:47
MCG-0048
grid_connected
0.069
1.583
1.614
65.9
49.948
11
2024-01-03 15:17:44
MCG-0049
grid_connected
14.626
13.143
-0.95
67.4
49.995
10.308
2024-11-20 01:08:54
MCG-0050
grid_connected
9.605
6.949
-2.178
60.7
50.047
10.675
2024-04-01 22:42:43
MCG-0051
grid_connected
15.788
18.474
3.921
30.4
50
10.862
2024-11-05 00:37:05
MCG-0052
islanded
11.111
7.324
0
40.6
49.992
10.996
2024-06-21 22:29:10
MCG-0053
grid_connected
9.249
4.462
-4.486
58
49.975
10.989
2024-09-30 01:02:26
MCG-0054
grid_connected
0
5.585
5.766
92.5
49.959
10.453
2024-03-21 16:44:37
MCG-0055
islanded
20.331
15.682
0
48.4
49.935
11.574
2024-09-04 20:08:45
MCG-0056
grid_connected
12.786
12.395
0.027
53.7
50.022
10.972
2024-03-31 06:10:12
MCG-0057
islanded
11.585
18.47
5
72.9
50.01
11.432
2024-07-28 04:25:06
MCG-0058
grid_connected
15.35
14.575
0.337
15.3
49.971
11.32
2024-06-14 14:07:42
MCG-0059
grid_connected
9.264
16.999
8.096
98
49.986
10.858
2024-09-28 22:52:29
MCG-0060
grid_connected
13.519
16.66
3.792
32.8
49.939
10.481
2024-02-07 00:07:09
MCG-0061
grid_connected
16.271
13.596
-2.341
32.1
50.035
11.354
2024-10-31 17:48:20
MCG-0062
grid_connected
6.426
12.664
6.579
36.3
50.024
10.58
2024-11-01 04:19:47
MCG-0063
grid_connected
9.533
8.722
-0.318
54.9
50.027
10.761
2024-11-30 01:47:39
MCG-0064
islanded
13.404
9.21
0
42.3
49.98
11.07
2024-06-26 04:17:42
MCG-0065
grid_connected
1.917
10.34
8.69
67.6
50.077
10.358
2024-04-01 18:41:05
MCG-0066
grid_connected
12.837
18.877
7.451
97.8
49.987
11.464
2024-06-15 07:14:23
MCG-0067
grid_connected
7.71
7.422
0.163
56.4
50.04
11.852
2024-09-24 20:24:56
MCG-0068
grid_connected
5.662
6.598
1.13
35.7
49.974
10.5
2024-11-03 19:59:27
MCG-0069
grid_connected
11.739
22.461
11.424
83.9
50.005
11.887
2024-09-10 13:31:39
MCG-0070
grid_connected
8.506
11.627
3.397
40
49.992
11.607
2024-06-30 14:01:13
MCG-0071
grid_connected
10.292
5.636
-4.281
65.7
49.993
11.496
2024-01-14 23:37:28
MCG-0072
islanded
0
0.536
0.636
49.4
49.957
10.785
2024-08-10 09:43:06
MCG-0073
islanded
1.297
6.066
5
14.5
50.016
10.846
2024-02-04 20:11:47
MCG-0074
grid_connected
16.048
15.555
0.466
82.9
49.979
11.252
2024-03-10 18:53:40
MCG-0075
grid_connected
7.45
10.151
3.032
68.4
49.937
10.819
2024-04-03 01:37:08
MCG-0076
grid_connected
12.36
14.3
3.077
81.1
49.999
11.282
2024-04-01 01:01:32
MCG-0077
grid_connected
7.419
16.191
9.788
49.5
49.956
11.13
2024-09-05 19:09:31
MCG-0078
grid_connected
19.85
21.225
2.231
74.4
49.989
10.649
2024-08-08 21:52:34
MCG-0079
grid_connected
1.681
4.263
2.83
98
49.983
11.649
2024-12-13 19:25:16
MCG-0080
grid_connected
21.306
24.649
4.66
57.9
50
10.386
2024-11-20 14:18:11
MCG-0081
grid_connected
18.464
18.051
0.507
39.8
50.031
11.623
2024-09-10 18:47:03
MCG-0082
grid_connected
5.155
10.316
5.97
27.6
49.958
10.851
2024-09-30 16:55:59
MCG-0083
islanded
4.198
12.255
5
54.2
49.974
11.341
2024-02-24 04:41:26
MCG-0084
grid_connected
9.325
11.822
3.033
22.7
50.011
10.445
2024-06-26 06:23:30
MCG-0085
islanded
12.661
10.913
0
57.6
49.992
10.193
2024-01-01 14:36:07
MCG-0086
islanded
7.922
16.768
5
57.1
50.012
11.415
2024-06-14 20:38:55
MCG-0087
grid_connected
19.109
15.031
-3.557
64
49.975
11.014
2024-01-29 19:16:48
MCG-0088
islanded
14.45
14.1
0.492
72.3
49.87
11.297
2024-03-25 03:36:43
MCG-0089
grid_connected
14.492
16.977
3.112
27
50.004
10.978
2024-03-07 21:32:31
MCG-0090
grid_connected
13.011
15.332
2.883
50.5
50.021
10.625
2024-01-22 10:57:54
MCG-0091
grid_connected
0.944
0.5
-0.344
74.8
50.007
10.178
2024-05-11 05:35:35
MCG-0092
islanded
12.152
14.387
3.325
37.3
50.003
11.655
2024-08-16 10:47:25
MCG-0093
grid_connected
9.845
14.409
5.495
63.8
50.022
10.769
2024-05-16 13:21:35
MCG-0094
grid_connected
14.157
14.25
0.66
68.8
50.034
11.094
2024-09-04 09:04:25
MCG-0095
grid_connected
11.135
12.465
2.246
51.8
49.993
11.913
2024-05-13 14:34:07
MCG-0096
islanded
12.205
10.002
0
29.5
50.038
10.683
2024-10-08 13:54:50
MCG-0097
grid_connected
12.277
11.805
0.409
78.2
50.028
10.377
2024-05-21 04:26:14
MCG-0098
grid_connected
3.887
3.327
-0.459
16.2
50.049
10.863
2024-06-24 08:33:10
MCG-0099
grid_connected
13.994
16.766
3.85
55.2
50.005
11.247
End of preview. Expand in Data Studio
# Nigerian Energy & Utilities – Microgrid Operations

Microgrid generation, load, net import, SOC, and electrical parameters.

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

## Schema

| column | dtype |

|---|---| | timestamp | object | | microgrid_id | object | | mode | object | | generation_mw | float64 | | load_mw | float64 | | net_import_mw | float64 | | soc_pct | float64 | | frequency_hz | float64 | | voltage_ll_kv | float64 |

## Usage

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

```python
from datasets import load_dataset
ds = load_dataset('electricsheepafrica/nigerian_energy_and_utilities_microgrid_operations')
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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Collection including electricsheepafrica/nigerian_energy_and_utilities_microgrid_operations