Dataset Viewer
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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
End of preview. Expand in Data Studio
# 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)
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Collection including electricsheepafrica/nigerian_energy_and_utilities_smart_grid_iot