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timestamp
stringdate
2024-01-01 00:06:44
2024-12-30 23:59:07
disco
stringclasses
10 values
substation_id
stringclasses
23 values
bus_kv
int64
11
330
voltage_kv_meas
float64
8.8
380
frequency_hz
float64
49.8
50.2
2024-01-10 08:39:28
Ibadan
IBD-SS-001
33
33.617
50
2024-03-19 08:05:35
Enugu
ENG-SS-001
11
11.386
49.947
2024-12-20 09:08:47
Abuja
ABJ-SS-002
330
331.238
49.953
2024-02-23 19:59:52
Jos
JOS-SS-002
132
124.828
49.948
2024-12-27 15:23:20
Kano
KNO-SS-002
11
11.913
50.036
2024-10-19 22:47:14
Ibadan
IBD-SS-001
33
31.743
49.978
2024-05-31 01:45:51
Kaduna
KAD-SS-002
33
35.085
49.968
2024-05-12 21:48:07
Eko
EKO-SS-001
11
10.885
49.983
2024-09-16 19:21:14
Eko
EKO-SS-001
132
136.642
49.989
2024-09-28 23:51:26
Ikeja
IKJ-SS-001
132
133.95
50.023
2024-08-04 22:32:26
Benin
BEN-SS-002
33
31.544
49.991
2024-05-22 10:34:48
Benin
BEN-SS-001
132
142.414
49.993
2024-09-25 11:33:16
Abuja
ABJ-SS-003
33
34.019
49.977
2024-07-05 07:10:03
Benin
BEN-SS-001
11
10.7
50.067
2024-05-09 21:58:42
Ikeja
IKJ-SS-003
330
315.435
50.003
2024-04-26 03:50:39
Port Harcourt
PHC-SS-002
132
125.192
49.939
2024-11-23 14:40:26
Jos
JOS-SS-002
33
36.522
49.997
2024-06-27 03:42:08
Abuja
ABJ-SS-002
132
139.763
49.958
2024-12-24 11:42:10
Port Harcourt
PHC-SS-002
132
132.427
50.003
2024-03-03 08:36:25
Benin
BEN-SS-002
11
11.765
50.023
2024-02-17 13:55:28
Eko
EKO-SS-002
330
312.163
49.978
2024-07-06 22:20:58
Port Harcourt
PHC-SS-002
11
10.984
49.978
2024-06-27 13:46:22
Ikeja
IKJ-SS-002
33
28.926
50.032
2024-03-13 22:25:24
Kaduna
KAD-SS-001
330
333.385
49.977
2024-02-01 06:50:55
Benin
BEN-SS-001
330
336.526
49.991
2024-10-26 11:44:23
Kaduna
KAD-SS-001
11
10.671
50.046
2024-07-25 11:13:40
Kano
KNO-SS-001
330
348.909
50.04
2024-03-04 17:47:42
Ikeja
IKJ-SS-003
33
33.597
49.982
2024-10-24 15:20:28
Benin
BEN-SS-002
11
10.542
50.003
2024-12-19 00:21:09
Abuja
ABJ-SS-001
33
33.483
50.047
2024-04-24 18:35:08
Jos
JOS-SS-001
33
32.958
50.016
2024-01-28 11:43:32
Benin
BEN-SS-002
330
314.483
49.973
2024-01-11 02:48:15
Benin
BEN-SS-001
33
33.293
49.978
2024-08-04 16:21:40
Jos
JOS-SS-002
11
10.404
49.999
2024-04-17 15:16:14
Eko
EKO-SS-001
330
328.709
50.018
2024-12-01 18:03:24
Enugu
ENG-SS-001
11
11.949
49.953
2024-08-06 21:05:40
Abuja
ABJ-SS-003
33
28.243
50.053
2024-06-02 05:14:57
Kaduna
KAD-SS-002
11
10.837
50.009
2024-08-09 22:55:49
Abuja
ABJ-SS-002
132
130.555
49.975
2024-06-03 11:39:15
Port Harcourt
PHC-SS-001
330
313.595
49.952
2024-11-08 14:19:07
Ikeja
IKJ-SS-003
11
10.301
49.928
2024-08-12 05:35:22
Port Harcourt
PHC-SS-002
33
35.94
49.997
2024-10-15 16:59:38
Jos
JOS-SS-002
132
132.235
49.987
2024-04-06 12:53:11
Enugu
ENG-SS-002
330
327.537
50.017
2024-12-29 04:33:14
Ikeja
IKJ-SS-002
33
35.631
49.986
2024-09-17 13:49:17
Eko
EKO-SS-002
11
11.786
49.959
2024-09-15 18:08:25
Abuja
ABJ-SS-003
33
34.282
50.047
2024-07-24 09:50:05
Kaduna
KAD-SS-002
132
138.374
49.956
2024-10-23 01:13:49
Enugu
ENG-SS-001
33
36.287
49.98
2024-04-04 20:30:33
Jos
JOS-SS-001
11
9.752
50.039
2024-01-27 20:45:11
Eko
EKO-SS-001
33
29.978
49.972
2024-03-12 20:35:03
Eko
EKO-SS-002
132
138.035
49.978
2024-01-24 09:32:17
Port Harcourt
PHC-SS-001
11
10.595
50.047
2024-11-07 08:52:12
Kano
KNO-SS-001
33
28.938
50.008
2024-02-10 01:56:37
Kano
KNO-SS-002
330
333.421
50.021
2024-02-26 23:57:56
Ikeja
IKJ-SS-001
33
32.602
50.015
2024-10-30 07:40:54
Kaduna
KAD-SS-001
330
345.697
49.904
2024-09-28 14:56:32
Port Harcourt
PHC-SS-001
132
130.345
49.997
2024-10-22 18:13:47
Jos
JOS-SS-002
132
138.425
50.016
2024-04-02 07:20:50
Kaduna
KAD-SS-001
132
122.712
49.986
2024-08-08 18:55:54
Jos
JOS-SS-002
33
33.06
49.968
2024-03-30 05:46:55
Enugu
ENG-SS-001
33
34.213
50.01
2024-07-19 22:46:30
Enugu
ENG-SS-001
11
10.795
50.049
2024-03-17 01:30:37
Ikeja
IKJ-SS-003
11
11.862
49.961
2024-11-07 10:28:04
Enugu
ENG-SS-001
132
139.092
50.022
2024-02-04 03:03:31
Benin
BEN-SS-001
11
11.023
49.987
2024-05-12 02:59:42
Port Harcourt
PHC-SS-001
132
136.681
49.908
2024-01-13 04:35:50
Ibadan
IBD-SS-001
11
11.639
49.964
2024-04-23 21:41:59
Jos
JOS-SS-002
330
321.408
49.957
2024-11-04 08:56:58
Kaduna
KAD-SS-002
132
126.767
50.002
2024-05-29 08:06:44
Eko
EKO-SS-001
330
342.645
49.94
2024-01-21 21:39:13
Ibadan
IBD-SS-002
33
34.783
49.953
2024-01-21 21:27:19
Ikeja
IKJ-SS-003
330
325.734
50.037
2024-09-14 14:40:40
Jos
JOS-SS-001
11
10.05
50.003
2024-02-19 19:08:33
Ikeja
IKJ-SS-001
33
35.912
49.99
2024-12-19 04:18:16
Port Harcourt
PHC-SS-001
33
34.78
50.043
2024-10-25 20:59:27
Kano
KNO-SS-002
33
35.802
50.041
2024-05-04 11:24:47
Ikeja
IKJ-SS-003
132
120.585
50.027
2024-08-16 16:30:57
Kaduna
KAD-SS-001
33
32.282
49.99
2024-08-29 14:19:18
Eko
EKO-SS-002
33
33.241
49.971
2024-08-29 07:35:15
Eko
EKO-SS-002
132
131.77
50.081
2024-11-19 01:16:49
Ikeja
IKJ-SS-002
132
131.032
50.025
2024-04-21 03:06:16
Abuja
ABJ-SS-003
33
30.998
49.976
2024-04-30 15:06:42
Port Harcourt
PHC-SS-001
132
126.424
50.056
2024-10-13 04:15:28
Eko
EKO-SS-002
330
298.981
49.992
2024-10-17 22:17:31
Port Harcourt
PHC-SS-001
33
29.793
50.001
2024-05-11 15:19:35
Ikeja
IKJ-SS-002
132
133.626
50
2024-04-07 06:41:41
Enugu
ENG-SS-001
33
33.753
49.986
2024-01-19 14:05:16
Benin
BEN-SS-002
330
347.677
49.87
2024-02-23 14:35:22
Ibadan
IBD-SS-003
330
323.542
49.966
2024-02-18 00:10:59
Port Harcourt
PHC-SS-002
11
10.46
50.046
2024-08-17 20:32:00
Enugu
ENG-SS-001
11
12.224
50.007
2024-08-18 04:44:40
Jos
JOS-SS-002
330
320.739
49.987
2024-08-20 13:35:52
Kano
KNO-SS-002
132
127.434
49.952
2024-05-22 15:48:24
Jos
JOS-SS-002
11
11.741
49.962
2024-10-31 11:27:45
Jos
JOS-SS-002
330
318.759
50.003
2024-01-04 09:13:44
Ikeja
IKJ-SS-002
132
135.131
50.032
2024-03-06 09:07:49
Port Harcourt
PHC-SS-002
330
330.831
49.964
2024-06-09 17:24:14
Kano
KNO-SS-002
330
308.688
49.986
2024-08-30 20:02:28
Kano
KNO-SS-001
132
141.556
49.978
End of preview. Expand in Data Studio
# Nigerian Energy & Utilities – Voltage & Frequency

Substation voltage and 50 Hz frequency measurements with tighter deviations at HV levels.

- **[category]** Transmission & Distribution
- **[rows]** ~200,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (DisCos, substations, plants)

## Schema

| column | dtype |

|---|---| | timestamp | object | | disco | object | | substation_id | object | | bus_kv | int64 | | voltage_kv_meas | float64 | | frequency_hz | float64 |

## Usage

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

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