Nigeria Energy Sector
Collection
A collection of datasets across Nigeria's energy sector. • 35 items • Updated • 9
timestamp stringdate 2024-01-01 00:00:41 2024-12-30 23:56:16 | disco stringclasses 10
values | substation_id stringclasses 23
values | device_id stringlengths 12 12 | device_type stringclasses 5
values | metric stringclasses 5
values | value float64 -5 509 | unit stringclasses 5
values | status stringclasses 3
values |
|---|---|---|---|---|---|---|---|---|
2024-09-06 22:13:59 | Eko | EKO-SS-002 | DEV-00000000 | voltage_sensor | voltage_ll_kv | 10.91 | kV | ok |
2024-04-24 22:53:23 | Kaduna | KAD-SS-002 | DEV-00000001 | current_sensor | current_a | 177.775 | A | ok |
2024-01-17 21:04:33 | Benin | BEN-SS-001 | DEV-00000002 | vibration | vibration_mm_s | 0 | mm/s | ok |
2024-12-03 03:53:59 | Ibadan | IBD-SS-001 | DEV-00000003 | voltage_sensor | voltage_ll_kv | 11.486 | kV | ok |
2024-01-29 07:43:52 | Kano | KNO-SS-002 | DEV-00000004 | freq_monitor | frequency_hz | 50.057 | Hz | ok |
2024-12-12 05:35:29 | Eko | EKO-SS-001 | DEV-00000005 | current_sensor | current_a | 264.17 | A | ok |
2024-06-11 02:36:52 | Abuja | ABJ-SS-001 | DEV-00000006 | freq_monitor | frequency_hz | 49.967 | Hz | ok |
2024-07-13 04:16:05 | Benin | BEN-SS-002 | DEV-00000007 | current_sensor | current_a | 272.23 | A | ok |
2024-10-22 01:22:00 | Jos | JOS-SS-002 | DEV-00000008 | current_sensor | current_a | 222.247 | A | ok |
2024-12-16 07:52:57 | Benin | BEN-SS-002 | DEV-00000009 | current_sensor | current_a | 183.641 | A | ok |
2024-02-23 11:23:12 | Enugu | ENG-SS-002 | DEV-00000010 | current_sensor | current_a | 287.319 | A | ok |
2024-07-15 14:34:17 | Abuja | ABJ-SS-003 | DEV-00000011 | temp_sensor | temperature_c | 56.844 | C | ok |
2024-02-08 13:39:56 | Benin | BEN-SS-001 | DEV-00000012 | freq_monitor | frequency_hz | 49.959 | Hz | ok |
2024-11-09 08:14:16 | Jos | JOS-SS-001 | DEV-00000013 | current_sensor | current_a | 14.348 | A | ok |
2024-07-20 07:33:01 | Ikeja | IKJ-SS-002 | DEV-00000014 | vibration | vibration_mm_s | 3.188 | mm/s | ok |
2024-03-13 16:30:45 | Eko | EKO-SS-001 | DEV-00000015 | current_sensor | current_a | 237.092 | A | ok |
2024-02-29 05:52:45 | Eko | EKO-SS-002 | DEV-00000016 | voltage_sensor | voltage_ll_kv | 31.163 | kV | ok |
2024-11-21 20:41:53 | Ibadan | IBD-SS-003 | DEV-00000017 | voltage_sensor | voltage_ll_kv | 33.742 | kV | ok |
2024-04-10 20:42:47 | Port Harcourt | PHC-SS-002 | DEV-00000018 | current_sensor | current_a | 150.607 | A | ok |
2024-08-14 09:25:32 | Benin | BEN-SS-001 | DEV-00000019 | temp_sensor | temperature_c | 36.646 | C | ok |
2024-08-10 06:01:45 | Ikeja | IKJ-SS-002 | DEV-00000020 | freq_monitor | frequency_hz | 50.055 | Hz | ok |
2024-02-23 21:51:30 | Benin | BEN-SS-002 | DEV-00000021 | freq_monitor | frequency_hz | 49.974 | Hz | ok |
2024-01-31 07:41:06 | Ibadan | IBD-SS-003 | DEV-00000022 | current_sensor | current_a | 223.401 | A | ok |
2024-02-28 09:56:03 | Benin | BEN-SS-002 | DEV-00000023 | vibration | vibration_mm_s | 0 | mm/s | ok |
2024-08-20 08:21:36 | Jos | JOS-SS-001 | DEV-00000024 | vibration | vibration_mm_s | 3.587 | mm/s | ok |
2024-11-24 09:49:45 | Abuja | ABJ-SS-003 | DEV-00000025 | temp_sensor | temperature_c | 13.691 | C | ok |
2024-08-14 11:09:43 | Benin | BEN-SS-001 | DEV-00000026 | temp_sensor | temperature_c | 36.298 | C | ok |
2024-10-23 08:47:22 | Ikeja | IKJ-SS-001 | DEV-00000027 | freq_monitor | frequency_hz | 50.052 | Hz | ok |
2024-09-18 17:19:30 | Kano | KNO-SS-002 | DEV-00000028 | current_sensor | current_a | 45.901 | A | ok |
2024-04-21 15:27:06 | Abuja | ABJ-SS-001 | DEV-00000029 | current_sensor | current_a | 243.988 | A | ok |
2024-01-16 23:10:23 | Ibadan | IBD-SS-003 | DEV-00000030 | voltage_sensor | voltage_ll_kv | 128.392 | kV | ok |
2024-12-03 05:33:35 | Jos | JOS-SS-001 | DEV-00000031 | vibration | vibration_mm_s | 3.561 | mm/s | ok |
2024-08-25 12:26:47 | Kaduna | KAD-SS-001 | DEV-00000032 | voltage_sensor | voltage_ll_kv | 10.694 | kV | ok |
2024-07-25 21:24:26 | Abuja | ABJ-SS-001 | DEV-00000033 | voltage_sensor | voltage_ll_kv | 133.346 | kV | ok |
2024-08-31 10:03:43 | Kaduna | KAD-SS-001 | DEV-00000034 | current_sensor | current_a | 244.59 | A | ok |
2024-03-21 06:25:42 | Benin | BEN-SS-002 | DEV-00000035 | current_sensor | current_a | 66.941 | A | ok |
2024-02-18 20:00:25 | Benin | BEN-SS-001 | DEV-00000036 | freq_monitor | frequency_hz | 50.033 | Hz | ok |
2024-04-24 07:39:24 | Ibadan | IBD-SS-001 | DEV-00000037 | voltage_sensor | voltage_ll_kv | 10.721 | kV | ok |
2024-03-07 05:49:05 | Ibadan | IBD-SS-002 | DEV-00000038 | voltage_sensor | voltage_ll_kv | 10.283 | kV | ok |
2024-10-26 03:55:37 | Enugu | ENG-SS-002 | DEV-00000039 | vibration | vibration_mm_s | 2.39 | mm/s | ok |
2024-01-15 03:49:49 | Eko | EKO-SS-001 | DEV-00000040 | voltage_sensor | voltage_ll_kv | 34.448 | kV | ok |
2024-05-13 14:41:25 | Ikeja | IKJ-SS-002 | DEV-00000041 | voltage_sensor | voltage_ll_kv | 11.086 | kV | ok |
2024-07-22 07:56:56 | Jos | JOS-SS-002 | DEV-00000042 | freq_monitor | frequency_hz | 49.951 | Hz | ok |
2024-09-26 22:06:56 | Ikeja | IKJ-SS-003 | DEV-00000043 | current_sensor | current_a | 76.901 | A | ok |
2024-03-14 23:39:34 | Jos | JOS-SS-001 | DEV-00000044 | current_sensor | current_a | 23.822 | A | ok |
2024-03-30 13:30:05 | Enugu | ENG-SS-002 | DEV-00000045 | current_sensor | current_a | 220.585 | A | ok |
2024-09-05 06:10:56 | Ikeja | IKJ-SS-001 | DEV-00000046 | temp_sensor | temperature_c | 53.106 | C | ok |
2024-06-26 05:16:39 | Abuja | ABJ-SS-002 | DEV-00000047 | freq_monitor | frequency_hz | 50.052 | Hz | ok |
2024-10-12 03:08:56 | Port Harcourt | PHC-SS-001 | DEV-00000048 | voltage_sensor | voltage_ll_kv | 33.594 | kV | ok |
2024-07-31 10:21:09 | Enugu | ENG-SS-001 | DEV-00000049 | freq_monitor | frequency_hz | 50.018 | Hz | ok |
2024-11-22 09:41:58 | Benin | BEN-SS-001 | DEV-00000050 | freq_monitor | frequency_hz | 50.042 | Hz | ok |
2024-09-22 19:51:23 | Kaduna | KAD-SS-002 | DEV-00000051 | freq_monitor | frequency_hz | 50.102 | Hz | ok |
2024-03-12 00:17:36 | Jos | JOS-SS-001 | DEV-00000052 | voltage_sensor | voltage_ll_kv | 32.9 | kV | ok |
2024-05-18 15:15:13 | Enugu | ENG-SS-001 | DEV-00000053 | current_sensor | current_a | 146.115 | A | ok |
2024-05-09 16:44:46 | Abuja | ABJ-SS-003 | DEV-00000054 | current_sensor | current_a | 236.079 | A | ok |
2024-06-09 08:21:35 | Jos | JOS-SS-002 | DEV-00000055 | current_sensor | current_a | 139.887 | A | ok |
2024-06-19 12:44:06 | Abuja | ABJ-SS-001 | DEV-00000056 | freq_monitor | frequency_hz | 49.967 | Hz | ok |
2024-04-27 15:15:23 | Jos | JOS-SS-001 | DEV-00000057 | freq_monitor | frequency_hz | 50.057 | Hz | ok |
2024-11-09 16:28:56 | Benin | BEN-SS-001 | DEV-00000058 | current_sensor | current_a | 214.651 | A | ok |
2024-07-07 22:42:05 | Enugu | ENG-SS-001 | DEV-00000059 | temp_sensor | temperature_c | 30.143 | C | ok |
2024-01-24 21:27:41 | Port Harcourt | PHC-SS-002 | DEV-00000060 | temp_sensor | temperature_c | 30.415 | C | ok |
2024-06-23 07:06:08 | Jos | JOS-SS-002 | DEV-00000061 | current_sensor | current_a | 383.044 | A | ok |
2024-08-06 00:26:43 | Kano | KNO-SS-002 | DEV-00000062 | voltage_sensor | voltage_ll_kv | 33.408 | kV | ok |
2024-06-25 15:31:10 | Abuja | ABJ-SS-003 | DEV-00000063 | current_sensor | current_a | 155.263 | A | ok |
2024-10-12 15:12:34 | Port Harcourt | PHC-SS-002 | DEV-00000064 | current_sensor | current_a | 264.887 | A | ok |
2024-05-03 00:21:48 | Benin | BEN-SS-002 | DEV-00000065 | freq_monitor | frequency_hz | 50.054 | Hz | ok |
2024-03-11 08:11:06 | Jos | JOS-SS-001 | DEV-00000066 | current_sensor | current_a | 56.619 | A | ok |
2024-01-17 14:57:44 | Eko | EKO-SS-002 | DEV-00000067 | voltage_sensor | voltage_ll_kv | 33.64 | kV | ok |
2024-10-08 13:38:37 | Abuja | ABJ-SS-003 | DEV-00000068 | current_sensor | current_a | 233.383 | A | ok |
2024-03-16 14:53:22 | Eko | EKO-SS-002 | DEV-00000069 | voltage_sensor | voltage_ll_kv | 10.635 | kV | ok |
2024-01-03 13:28:23 | Jos | JOS-SS-002 | DEV-00000070 | voltage_sensor | voltage_ll_kv | 11.265 | kV | ok |
2024-07-20 20:58:54 | Kano | KNO-SS-002 | DEV-00000071 | temp_sensor | temperature_c | 45.286 | C | ok |
2024-02-19 02:26:55 | Eko | EKO-SS-001 | DEV-00000072 | temp_sensor | temperature_c | 50.942 | C | ok |
2024-02-29 04:53:30 | Enugu | ENG-SS-001 | DEV-00000073 | current_sensor | current_a | 221.7 | A | ok |
2024-07-11 09:10:27 | Port Harcourt | PHC-SS-001 | DEV-00000074 | vibration | vibration_mm_s | 4.792 | mm/s | ok |
2024-03-15 21:53:48 | Kaduna | KAD-SS-001 | DEV-00000075 | temp_sensor | temperature_c | 49.727 | C | ok |
2024-10-01 13:49:22 | Benin | BEN-SS-002 | DEV-00000076 | current_sensor | current_a | 206.76 | A | ok |
2024-03-03 06:15:47 | Jos | JOS-SS-001 | DEV-00000077 | freq_monitor | frequency_hz | 50.025 | Hz | ok |
2024-10-06 10:45:35 | Eko | EKO-SS-001 | DEV-00000078 | temp_sensor | temperature_c | 36.448 | C | ok |
2024-10-28 08:32:51 | Benin | BEN-SS-001 | DEV-00000079 | current_sensor | current_a | 106.333 | A | ok |
2024-05-18 20:52:46 | Benin | BEN-SS-002 | DEV-00000080 | voltage_sensor | voltage_ll_kv | 32.211 | kV | ok |
2024-07-25 19:15:48 | Enugu | ENG-SS-002 | DEV-00000081 | vibration | vibration_mm_s | 2.625 | mm/s | ok |
2024-09-20 12:36:07 | Kano | KNO-SS-002 | DEV-00000082 | freq_monitor | frequency_hz | 50.005 | Hz | ok |
2024-03-27 08:14:31 | Ikeja | IKJ-SS-003 | DEV-00000083 | temp_sensor | temperature_c | 40.015 | C | ok |
2024-04-26 11:42:59 | Enugu | ENG-SS-001 | DEV-00000084 | freq_monitor | frequency_hz | 49.944 | Hz | ok |
2024-09-03 15:08:17 | Eko | EKO-SS-001 | DEV-00000085 | voltage_sensor | voltage_ll_kv | 10.833 | kV | ok |
2024-07-05 03:08:51 | Benin | BEN-SS-001 | DEV-00000086 | temp_sensor | temperature_c | 43.263 | C | ok |
2024-09-06 01:24:37 | Eko | EKO-SS-001 | DEV-00000087 | temp_sensor | temperature_c | 42.498 | C | ok |
2024-12-22 00:25:42 | Enugu | ENG-SS-001 | DEV-00000088 | current_sensor | current_a | 197.847 | A | ok |
2024-11-07 09:30:35 | Kano | KNO-SS-002 | DEV-00000089 | freq_monitor | frequency_hz | 49.985 | Hz | ok |
2024-07-15 02:35:51 | Port Harcourt | PHC-SS-002 | DEV-00000090 | temp_sensor | temperature_c | 47.874 | C | ok |
2024-04-14 11:50:09 | Enugu | ENG-SS-002 | DEV-00000091 | voltage_sensor | voltage_ll_kv | 11.191 | kV | ok |
2024-09-18 04:18:22 | Benin | BEN-SS-001 | DEV-00000092 | current_sensor | current_a | 256.18 | A | ok |
2024-06-23 20:28:27 | Enugu | ENG-SS-002 | DEV-00000093 | voltage_sensor | voltage_ll_kv | 33.485 | kV | ok |
2024-12-08 12:30:38 | Ikeja | IKJ-SS-001 | DEV-00000094 | voltage_sensor | voltage_ll_kv | 31.929 | kV | ok |
2024-01-27 18:57:09 | Enugu | ENG-SS-001 | DEV-00000095 | freq_monitor | frequency_hz | 50.054 | Hz | ok |
2024-09-11 00:48:46 | Benin | BEN-SS-001 | DEV-00000096 | temp_sensor | temperature_c | 53.807 | C | ok |
2024-12-04 14:50:24 | Enugu | ENG-SS-001 | DEV-00000097 | temp_sensor | temperature_c | 41.24 | C | ok |
2024-06-28 12:18:56 | Port Harcourt | PHC-SS-002 | DEV-00000098 | temp_sensor | temperature_c | 50.6 | C | ok |
2024-11-02 18:48:09 | Enugu | ENG-SS-001 | DEV-00000099 | voltage_sensor | voltage_ll_kv | 33.706 | kV | ok |
# Nigerian Energy & Utilities – Smart Grid IoT
IoT telemetry for voltage, current, frequency, temperature, and vibration sensors.
- **[category]** Emerging & Advanced
- **[rows]** ~250,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (DisCos, substations, plants)
## Schema
| column | dtype |
|---|---| | timestamp | object | | disco | object | | substation_id | object | | device_id | object | | device_type | object | | metric | object | | value | float64 | | unit | object | | status | object |
## Usage
```python
import pandas as pd
df = pd.read_parquet('data/nigerian_energy_and_utilities_smart_grid_iot/nigerian_energy_and_utilities_smart_grid_iot.parquet')
df.head()
```
```python
from datasets import load_dataset
ds = load_dataset('electricsheepafrica/nigerian_energy_and_utilities_smart_grid_iot')
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)