Dataset Viewer
Auto-converted to Parquet
meter_id
stringlengths
10
10
disco
stringclasses
10 values
feeder_id
stringlengths
17
17
timestamp
stringdate
2024-01-01 00:00:00
2024-12-30 23:00:00
consumption_kwh
float64
0
3.03
voltage_v
float64
0.9
245
current_a
float64
0
17.5
power_factor
float64
0.85
0.95
tariff_band
stringclasses
5 values
prepaid
bool
2 classes
price_ngn_kwh
float64
60
206
SM00000000
Abuja
ABJ-SS-002-FD-075
2024-05-21 11:00:00
1.405
216.1
7.65
0.85
A
false
206
SM00000001
Eko
EKO-SS-001-FD-050
2024-09-20 00:00:00
0.873
233.9
4.39
0.85
E
true
60
SM00000002
Benin
BEN-SS-001-FD-027
2024-07-02 13:00:00
0.864
211.9
4.3
0.95
B
true
150
SM00000003
Enugu
ENG-SS-001-FD-022
2024-11-14 14:00:00
1.019
225.2
5.32
0.85
A
false
206
SM00000004
Kano
KNO-SS-002-FD-068
2024-02-13 14:00:00
0.241
221.5
1.28
0.85
C
true
120
SM00000005
Ikeja
IKJ-SS-002-FD-049
2024-01-02 12:00:00
0.897
229.8
4.11
0.95
C
true
120
SM00000006
Port Harcourt
PHC-SS-001-FD-008
2024-03-25 11:00:00
0
11.8
0
0.9
B
true
150
SM00000007
Jos
JOS-SS-001-FD-016
2024-10-07 12:00:00
0.634
213.3
3.23
0.92
A
true
206
SM00000008
Eko
EKO-SS-002-FD-056
2024-03-14 09:00:00
0.37
220.3
1.77
0.95
A
false
206
SM00000009
Kaduna
KAD-SS-001-FD-051
2024-08-28 21:00:00
1.151
234.9
5.32
0.92
C
true
120
SM00000010
Abuja
ABJ-SS-001-FD-018
2024-03-14 03:00:00
0.425
219.9
2.27
0.85
D
false
90
SM00000011
Kaduna
KAD-SS-001-FD-012
2024-08-17 22:00:00
1.166
221
5.55
0.95
D
true
90
SM00000012
Jos
JOS-SS-001-FD-005
2024-11-30 08:00:00
1.485
235.8
7.41
0.85
B
true
150
SM00000013
Port Harcourt
PHC-SS-002-FD-032
2024-02-18 04:00:00
0.687
236.3
3.06
0.95
E
false
60
SM00000014
Ikeja
IKJ-SS-001-FD-048
2024-06-30 12:00:00
0.485
224.4
2.28
0.95
D
true
90
SM00000015
Eko
EKO-SS-002-FD-072
2024-06-11 13:00:00
1.51
227.9
7.79
0.85
A
true
206
SM00000016
Kano
KNO-SS-002-FD-078
2024-01-01 04:00:00
0.143
223.9
0.73
0.88
B
true
150
SM00000017
Kaduna
KAD-SS-002-FD-033
2024-05-06 13:00:00
1.394
232.2
6.67
0.9
B
true
150
SM00000018
Ikeja
IKJ-SS-003-FD-072
2024-07-28 14:00:00
1.104
245
5.12
0.88
D
false
90
SM00000019
Benin
BEN-SS-002-FD-010
2024-08-16 19:00:00
1.57
225.9
7.9
0.88
C
true
120
SM00000020
Abuja
ABJ-SS-002-FD-042
2024-04-30 05:00:00
0
10.1
0
0.9
C
false
120
SM00000021
Ikeja
IKJ-SS-002-FD-061
2024-06-17 07:00:00
0.332
230.3
1.64
0.88
D
false
90
SM00000022
Ikeja
IKJ-SS-001-FD-069
2024-10-25 18:00:00
1.115
232.4
5.45
0.88
E
false
60
SM00000023
Abuja
ABJ-SS-002-FD-050
2024-01-25 16:00:00
0.461
217.9
2.4
0.88
B
true
150
SM00000024
Eko
EKO-SS-002-FD-078
2024-11-15 03:00:00
0.948
227.2
4.39
0.95
A
true
206
SM00000025
Benin
BEN-SS-002-FD-027
2024-04-10 11:00:00
1.582
221.5
7.52
0.95
E
true
60
SM00000026
Ikeja
IKJ-SS-003-FD-075
2024-01-14 20:00:00
1.881
226.2
9.79
0.85
C
true
120
SM00000027
Jos
JOS-SS-002-FD-070
2024-02-29 07:00:00
0.483
221.3
2.3
0.95
C
false
120
SM00000028
Enugu
ENG-SS-001-FD-011
2024-11-10 08:00:00
0.679
218.3
3.38
0.92
B
false
150
SM00000029
Jos
JOS-SS-001-FD-050
2024-02-05 03:00:00
0.762
218.8
3.96
0.88
E
true
60
SM00000030
Kaduna
KAD-SS-002-FD-072
2024-09-23 14:00:00
1.132
236.8
5.43
0.88
C
true
120
SM00000031
Port Harcourt
PHC-SS-001-FD-038
2024-05-07 21:00:00
1.257
221.5
6.45
0.88
E
true
60
SM00000032
Benin
BEN-SS-001-FD-001
2024-01-07 19:00:00
2.044
231.5
10.03
0.88
C
false
120
SM00000033
Port Harcourt
PHC-SS-002-FD-061
2024-05-27 10:00:00
1.045
224.4
5.29
0.88
A
false
206
SM00000034
Ibadan
IBD-SS-003-FD-035
2024-01-06 09:00:00
0.63
221.2
3.24
0.88
E
true
60
SM00000035
Kano
KNO-SS-002-FD-002
2024-01-07 14:00:00
0.477
234.5
2.39
0.85
B
true
150
SM00000036
Abuja
ABJ-SS-001-FD-046
2024-02-28 12:00:00
1.444
213
7.13
0.95
E
true
60
SM00000037
Eko
EKO-SS-002-FD-075
2024-11-11 15:00:00
0.282
245
1.31
0.88
B
true
150
SM00000038
Jos
JOS-SS-001-FD-002
2024-07-29 02:00:00
0.326
238.1
1.44
0.95
E
true
60
SM00000039
Kaduna
KAD-SS-001-FD-005
2024-07-20 01:00:00
0.887
225.1
4.48
0.88
D
true
90
SM00000040
Ikeja
IKJ-SS-003-FD-060
2024-08-15 17:00:00
1.324
208.3
7.22
0.88
E
true
60
SM00000041
Abuja
ABJ-SS-001-FD-070
2024-01-11 16:00:00
1.376
220.1
7.1
0.88
B
true
150
SM00000042
Eko
EKO-SS-001-FD-007
2024-01-04 10:00:00
1.603
232.1
8.13
0.85
A
false
206
SM00000043
Port Harcourt
PHC-SS-001-FD-058
2024-12-25 05:00:00
0.767
227.8
3.66
0.92
E
true
60
SM00000044
Jos
JOS-SS-001-FD-070
2024-01-27 22:00:00
0.323
224.5
1.69
0.85
D
true
90
SM00000045
Port Harcourt
PHC-SS-001-FD-037
2024-11-18 18:00:00
0.86
204.4
4.43
0.95
A
false
206
SM00000046
Enugu
ENG-SS-001-FD-057
2024-12-29 19:00:00
1.392
213.9
7.66
0.85
B
true
150
SM00000047
Ikeja
IKJ-SS-002-FD-020
2024-12-17 15:00:00
0.328
227.4
1.6
0.9
C
true
120
SM00000048
Port Harcourt
PHC-SS-001-FD-067
2024-07-30 02:00:00
0.839
234.1
4.22
0.85
B
true
150
SM00000049
Ikeja
IKJ-SS-003-FD-011
2024-08-28 23:00:00
0.336
227.9
1.68
0.88
A
true
206
SM00000050
Benin
BEN-SS-001-FD-025
2024-10-02 06:00:00
0.985
232.5
4.71
0.9
D
true
90
SM00000051
Abuja
ABJ-SS-003-FD-057
2024-03-27 05:00:00
0.196
215.1
0.96
0.95
B
true
150
SM00000052
Enugu
ENG-SS-001-FD-023
2024-01-08 20:00:00
1.793
245
7.71
0.95
E
true
60
SM00000053
Abuja
ABJ-SS-002-FD-022
2024-08-24 03:00:00
0.526
239.6
2.58
0.85
A
false
206
SM00000054
Kaduna
KAD-SS-002-FD-063
2024-09-06 23:00:00
0.635
225.6
3.13
0.9
D
false
90
SM00000055
Abuja
ABJ-SS-002-FD-067
2024-11-22 12:00:00
1.414
221
7.27
0.88
E
false
60
SM00000056
Enugu
ENG-SS-001-FD-038
2024-11-11 04:00:00
0.59
214.7
3.06
0.9
E
false
60
SM00000057
Ikeja
IKJ-SS-001-FD-003
2024-07-27 21:00:00
1.629
225.3
7.61
0.95
A
true
206
SM00000058
Jos
JOS-SS-001-FD-003
2024-10-13 11:00:00
0.427
218.8
2.12
0.92
C
false
120
SM00000059
Benin
BEN-SS-001-FD-061
2024-03-29 21:00:00
0.428
235.2
2.07
0.88
E
true
60
SM00000060
Benin
BEN-SS-001-FD-043
2024-02-17 20:00:00
1.612
245
6.92
0.95
A
true
206
SM00000061
Kano
KNO-SS-001-FD-046
2024-09-19 09:00:00
0.282
213
1.51
0.88
A
false
206
SM00000062
Ibadan
IBD-SS-001-FD-031
2024-08-01 03:00:00
0.504
231.1
2.57
0.85
B
false
150
SM00000063
Enugu
ENG-SS-001-FD-025
2024-01-12 14:00:00
0.556
211.8
2.76
0.95
D
false
90
SM00000064
Eko
EKO-SS-001-FD-078
2024-04-20 22:00:00
0.401
221.9
2.05
0.88
D
true
90
SM00000065
Abuja
ABJ-SS-001-FD-040
2024-06-14 20:00:00
0.795
224.4
3.94
0.9
D
true
90
SM00000066
Enugu
ENG-SS-001-FD-056
2024-01-10 11:00:00
0.91
235.1
4.21
0.92
C
true
120
SM00000067
Eko
EKO-SS-002-FD-050
2024-07-04 04:00:00
0.216
211.1
1.16
0.88
C
true
120
SM00000068
Ibadan
IBD-SS-003-FD-054
2024-06-22 08:00:00
0.829
219.9
4.1
0.92
C
true
120
SM00000069
Eko
EKO-SS-002-FD-077
2024-09-29 01:00:00
0.649
214
3.3
0.92
A
true
206
SM00000070
Abuja
ABJ-SS-003-FD-068
2024-04-08 17:00:00
1.849
241.3
8.06
0.95
C
false
120
SM00000071
Benin
BEN-SS-001-FD-070
2024-02-23 12:00:00
1.325
226.4
6.88
0.85
E
true
60
SM00000072
Ibadan
IBD-SS-002-FD-062
2024-12-02 11:00:00
1.072
225.7
5.59
0.85
B
false
150
SM00000073
Eko
EKO-SS-002-FD-014
2024-12-10 18:00:00
0.388
230.1
1.92
0.88
B
true
150
SM00000074
Ibadan
IBD-SS-003-FD-008
2024-08-04 17:00:00
1.616
216.8
8.47
0.88
C
false
120
SM00000075
Kano
KNO-SS-002-FD-023
2024-10-25 05:00:00
0.721
235.2
3.23
0.95
A
true
206
SM00000076
Ibadan
IBD-SS-001-FD-033
2024-07-03 17:00:00
1.562
225.9
7.52
0.92
B
true
150
SM00000077
Kaduna
KAD-SS-001-FD-017
2024-08-07 11:00:00
1.01
223.4
5.32
0.85
A
false
206
SM00000078
Jos
JOS-SS-001-FD-074
2024-06-12 01:00:00
0.622
222
3.11
0.9
A
true
206
SM00000079
Jos
JOS-SS-002-FD-058
2024-05-07 03:00:00
0.579
224.3
2.93
0.88
C
true
120
SM00000080
Kano
KNO-SS-002-FD-026
2024-12-06 13:00:00
1.633
228
8.43
0.85
C
true
120
SM00000081
Kano
KNO-SS-001-FD-018
2024-10-01 20:00:00
1.45
245
6.57
0.9
B
false
150
SM00000082
Eko
EKO-SS-001-FD-004
2024-10-16 19:00:00
1.556
226.1
7.65
0.9
B
true
150
SM00000083
Abuja
ABJ-SS-002-FD-065
2024-01-09 02:00:00
0.369
228.6
1.9
0.85
C
false
120
SM00000084
Benin
BEN-SS-001-FD-005
2024-03-06 10:00:00
0.733
215
4.01
0.85
C
false
120
SM00000085
Eko
EKO-SS-002-FD-027
2024-04-03 03:00:00
0.128
209.7
0.68
0.9
B
false
150
SM00000086
Eko
EKO-SS-002-FD-040
2024-01-05 02:00:00
0.662
219.3
3.55
0.85
C
true
120
SM00000087
Ibadan
IBD-SS-001-FD-045
2024-08-09 10:00:00
0.726
208.6
3.79
0.92
B
true
150
SM00000088
Jos
JOS-SS-001-FD-026
2024-04-25 17:00:00
1.322
227.6
6.31
0.92
D
true
90
SM00000089
Port Harcourt
PHC-SS-002-FD-036
2024-08-28 13:00:00
1.769
209.3
9.18
0.92
B
true
150
SM00000090
Kaduna
KAD-SS-002-FD-018
2024-05-10 05:00:00
0.576
237.8
2.75
0.88
A
true
206
SM00000091
Enugu
ENG-SS-002-FD-069
2024-11-08 17:00:00
1.117
194.2
6.77
0.85
E
false
60
SM00000092
Ibadan
IBD-SS-003-FD-053
2024-01-20 05:00:00
0.42
209.9
2.35
0.85
E
true
60
SM00000093
Benin
BEN-SS-002-FD-044
2024-10-12 19:00:00
2.169
217.6
11.08
0.9
A
false
206
SM00000094
Kano
KNO-SS-001-FD-046
2024-09-15 07:00:00
0.678
214.5
3.32
0.95
A
true
206
SM00000095
Ibadan
IBD-SS-002-FD-020
2024-04-16 07:00:00
1.134
226.4
5.45
0.92
B
true
150
SM00000096
Abuja
ABJ-SS-002-FD-068
2024-04-06 19:00:00
0.391
215.5
2.14
0.85
C
true
120
SM00000097
Eko
EKO-SS-002-FD-025
2024-09-10 23:00:00
0.321
219.3
1.66
0.88
E
true
60
SM00000098
Benin
BEN-SS-001-FD-061
2024-01-27 13:00:00
1.155
211.7
5.93
0.92
B
true
150
SM00000099
Jos
JOS-SS-001-FD-073
2024-04-21 11:00:00
0.899
203.1
4.66
0.95
C
true
120
End of preview. Expand in Data Studio
# Nigerian Energy & Utilities – Household Smart Meter

Household hourly smart-meter reads with tariff bands, prepaid/postpaid, outages, and realistic electrical relationships.

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

## Schema

| column | dtype |

|---|---| | meter_id | object | | disco | object | | feeder_id | object | | timestamp | object | | consumption_kwh | float64 | | voltage_v | float64 | | current_a | float64 | | power_factor | float64 | | tariff_band | object | | prepaid | bool | | price_ngn_kwh | float64 |

## Usage

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

```python
from datasets import load_dataset
ds = load_dataset('electricsheepafrica/nigerian_energy_and_utilities_household_smart_meter')
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)
Downloads last month
24

Collection including electricsheepafrica/nigerian_energy_and_utilities_household_smart_meter