Nigeria Energy Sector
Collection
A collection of datasets across Nigeria's energy sector.
•
35 items
•
Updated
•
8
meter_id
stringlengths 10
10
| disco
stringclasses 10
values | timestamp
stringdate 2024-01-01 00:00:00
2024-12-30 23:00:00
| tariff_band
stringclasses 5
values | baseline_kwh
float64 0.1
3.5
| price_ngn_kwh
float64 42
348
| price_multiplier
float64 0.7
1.7
| observed_kwh
float64 0.08
3.76
| reduction_pct
float64 0
32.1
| elasticity_estimate
float64 -0.5
0.05
|
|---|---|---|---|---|---|---|---|---|---|
SM00000000
|
Benin
|
2024-12-29 18:00:00
|
B
| 1.602
| 198.85
| 1.326
| 1.573
| 1.85
| -0.07
|
SM00000001
|
Eko
|
2024-11-13 20:00:00
|
B
| 1.334
| 217.64
| 1.451
| 1.156
| 13.32
| -0.175
|
SM00000002
|
Benin
|
2024-10-20 00:00:00
|
C
| 0.755
| 93.48
| 0.779
| 0.732
| 3
| 0.007
|
SM00000003
|
Eko
|
2024-12-08 21:00:00
|
E
| 1.447
| 80.18
| 1.336
| 1.506
| 0
| -0.01
|
SM00000004
|
Ikeja
|
2024-11-01 12:00:00
|
A
| 1.053
| 215.58
| 1.046
| 1
| 5.01
| -0.148
|
SM00000005
|
Kano
|
2024-08-06 10:00:00
|
E
| 0.821
| 58.2
| 0.97
| 0.879
| 0
| -0.291
|
SM00000006
|
Enugu
|
2024-02-16 08:00:00
|
C
| 0.654
| 117.49
| 0.979
| 0.618
| 5.47
| -0.015
|
SM00000007
|
Abuja
|
2024-05-02 03:00:00
|
D
| 1.505
| 75.86
| 0.843
| 1.649
| 0
| -0.208
|
SM00000008
|
Benin
|
2024-06-22 17:00:00
|
D
| 2.018
| 94.29
| 1.048
| 1.982
| 1.82
| -0.1
|
SM00000009
|
Benin
|
2024-01-01 00:00:00
|
C
| 0.809
| 107.82
| 0.898
| 0.89
| 0
| -0.106
|
SM00000010
|
Kaduna
|
2024-12-08 17:00:00
|
A
| 2.341
| 214.27
| 1.04
| 2.41
| 0
| -0.244
|
SM00000011
|
Ikeja
|
2024-07-19 07:00:00
|
E
| 0.959
| 60.65
| 1.011
| 0.901
| 6.08
| -0.159
|
SM00000012
|
Ikeja
|
2024-05-03 22:00:00
|
E
| 1.045
| 61.09
| 1.018
| 1.104
| 0
| -0.36
|
SM00000013
|
Enugu
|
2024-03-07 19:00:00
|
A
| 0.852
| 267.67
| 1.299
| 0.804
| 5.66
| -0.135
|
SM00000014
|
Ibadan
|
2024-03-20 17:00:00
|
C
| 1.214
| 119.62
| 0.997
| 1.16
| 4.44
| -0.024
|
SM00000015
|
Benin
|
2024-06-12 12:00:00
|
A
| 0.657
| 204
| 0.99
| 0.593
| 9.72
| -0.216
|
SM00000016
|
Jos
|
2024-03-12 04:00:00
|
C
| 1.158
| 116.9
| 0.974
| 1.164
| 0
| -0.236
|
SM00000017
|
Port Harcourt
|
2024-06-09 07:00:00
|
E
| 1.027
| 58.12
| 0.969
| 1.084
| 0
| -0.189
|
SM00000018
|
Port Harcourt
|
2024-08-31 18:00:00
|
E
| 1.432
| 88.08
| 1.468
| 1.215
| 15.16
| -0.153
|
SM00000019
|
Abuja
|
2024-03-15 08:00:00
|
C
| 1.546
| 116.17
| 0.968
| 1.64
| 0
| -0.133
|
SM00000020
|
Kaduna
|
2024-04-15 05:00:00
|
B
| 1.042
| 153.26
| 1.022
| 1.002
| 3.83
| -0.116
|
SM00000021
|
Ibadan
|
2024-05-01 11:00:00
|
E
| 1.261
| 64.87
| 1.081
| 1.05
| 16.77
| -0.239
|
SM00000022
|
Ikeja
|
2024-11-10 11:00:00
|
C
| 0.811
| 125.94
| 1.049
| 0.695
| 14.3
| -0.15
|
SM00000023
|
Benin
|
2024-05-03 07:00:00
|
A
| 1.051
| 204.66
| 0.993
| 1.003
| 4.48
| -0.244
|
SM00000024
|
Benin
|
2024-04-05 05:00:00
|
E
| 1.794
| 58.95
| 0.983
| 1.906
| 0
| -0
|
SM00000025
|
Kano
|
2024-11-01 19:00:00
|
D
| 0.643
| 121.03
| 1.345
| 0.561
| 12.79
| -0.161
|
SM00000026
|
Jos
|
2024-01-29 11:00:00
|
D
| 1.132
| 87
| 0.967
| 1.031
| 9
| -0.213
|
SM00000027
|
Jos
|
2024-03-06 00:00:00
|
B
| 1.558
| 127.55
| 0.85
| 1.7
| 0
| -0.258
|
SM00000028
|
Eko
|
2024-03-21 16:00:00
|
B
| 1.581
| 147.52
| 0.983
| 1.557
| 1.53
| -0.126
|
SM00000029
|
Kaduna
|
2024-10-08 08:00:00
|
E
| 1.556
| 62.05
| 1.034
| 1.575
| 0
| -0.22
|
SM00000030
|
Benin
|
2024-02-27 10:00:00
|
D
| 1.564
| 91.33
| 1.015
| 1.472
| 5.93
| -0.15
|
SM00000031
|
Eko
|
2024-05-29 07:00:00
|
D
| 0.893
| 85.12
| 0.946
| 0.985
| 0
| -0.155
|
SM00000032
|
Enugu
|
2024-09-10 13:00:00
|
B
| 1.963
| 152.51
| 1.017
| 1.907
| 2.85
| -0.254
|
SM00000033
|
Ibadan
|
2024-04-27 22:00:00
|
C
| 0.987
| 121.38
| 1.011
| 0.891
| 9.7
| -0.255
|
SM00000034
|
Abuja
|
2024-01-17 09:00:00
|
A
| 0.903
| 193.39
| 0.939
| 0.978
| 0
| -0.206
|
SM00000035
|
Enugu
|
2024-10-19 11:00:00
|
C
| 1.056
| 118.85
| 0.99
| 1.084
| 0
| -0.079
|
SM00000036
|
Ibadan
|
2024-03-22 17:00:00
|
B
| 0.873
| 145.6
| 0.971
| 0.825
| 5.46
| -0.325
|
SM00000037
|
Ibadan
|
2024-05-24 01:00:00
|
A
| 1.322
| 176.84
| 0.858
| 1.304
| 1.34
| -0.107
|
SM00000038
|
Benin
|
2024-01-16 10:00:00
|
D
| 0.945
| 92.5
| 1.028
| 0.885
| 6.32
| -0.101
|
SM00000039
|
Ibadan
|
2024-08-08 20:00:00
|
D
| 1.623
| 140.48
| 1.561
| 1.298
| 20.05
| -0.222
|
SM00000040
|
Abuja
|
2024-10-30 21:00:00
|
E
| 0.285
| 70.02
| 1.167
| 0.271
| 4.85
| -0.237
|
SM00000041
|
Kaduna
|
2024-05-20 14:00:00
|
E
| 0.629
| 59.84
| 0.997
| 0.619
| 1.6
| -0.218
|
SM00000042
|
Port Harcourt
|
2024-12-17 07:00:00
|
E
| 1.459
| 60.71
| 1.012
| 1.494
| 0
| -0.161
|
SM00000043
|
Port Harcourt
|
2024-11-13 13:00:00
|
E
| 0.683
| 59
| 0.983
| 0.683
| 0
| -0.188
|
SM00000044
|
Kaduna
|
2024-04-02 02:00:00
|
E
| 1.663
| 50.32
| 0.839
| 1.599
| 3.86
| -0.117
|
SM00000045
|
Ikeja
|
2024-03-20 07:00:00
|
E
| 1.487
| 60.04
| 1.001
| 1.379
| 7.3
| -0.04
|
SM00000046
|
Benin
|
2024-11-08 18:00:00
|
D
| 1.373
| 100.92
| 1.121
| 1.387
| 0
| -0.157
|
SM00000047
|
Kaduna
|
2024-08-18 00:00:00
|
A
| 0.886
| 162.83
| 0.79
| 0.928
| 0
| -0.171
|
SM00000048
|
Kaduna
|
2024-07-04 16:00:00
|
C
| 0.802
| 119.3
| 0.994
| 0.769
| 4.19
| -0.193
|
SM00000049
|
Kano
|
2024-06-13 23:00:00
|
A
| 1.025
| 197.44
| 0.958
| 0.847
| 17.35
| -0.034
|
SM00000050
|
Benin
|
2024-03-20 01:00:00
|
C
| 0.895
| 102.12
| 0.851
| 0.93
| 0
| -0.156
|
SM00000051
|
Kaduna
|
2024-06-13 06:00:00
|
E
| 0.1
| 60.74
| 1.012
| 0.105
| 0
| -0.301
|
SM00000052
|
Kaduna
|
2024-09-08 09:00:00
|
E
| 1.017
| 62.75
| 1.046
| 1.123
| 0
| -0.167
|
SM00000053
|
Ikeja
|
2024-06-01 14:00:00
|
D
| 0.937
| 93.51
| 1.039
| 0.825
| 11.92
| -0.193
|
SM00000054
|
Jos
|
2024-10-26 20:00:00
|
C
| 0.1
| 158.89
| 1.324
| 0.088
| 12.14
| -0.169
|
SM00000055
|
Eko
|
2024-03-06 11:00:00
|
A
| 1.546
| 215.23
| 1.045
| 1.43
| 7.46
| -0.111
|
SM00000056
|
Eko
|
2024-10-08 02:00:00
|
B
| 1.191
| 140
| 0.933
| 1.192
| 0
| -0.191
|
SM00000057
|
Jos
|
2024-08-19 22:00:00
|
E
| 1.202
| 60.09
| 1.001
| 1.15
| 4.31
| -0.047
|
SM00000058
|
Ikeja
|
2024-02-20 21:00:00
|
A
| 0.859
| 272.76
| 1.324
| 1.003
| 0
| 0.016
|
SM00000059
|
Eko
|
2024-10-07 07:00:00
|
D
| 0.915
| 93.03
| 1.034
| 0.877
| 4.18
| -0.1
|
SM00000060
|
Port Harcourt
|
2024-03-11 08:00:00
|
D
| 0.265
| 93.26
| 1.036
| 0.245
| 7.41
| -0.052
|
SM00000061
|
Jos
|
2024-09-04 03:00:00
|
C
| 1.114
| 106.39
| 0.887
| 1.167
| 0
| -0.049
|
SM00000062
|
Eko
|
2024-03-29 23:00:00
|
C
| 1.122
| 123.49
| 1.029
| 1.015
| 9.57
| -0.081
|
SM00000063
|
Jos
|
2024-01-06 07:00:00
|
B
| 1.217
| 143.91
| 0.959
| 1.194
| 1.89
| -0.251
|
SM00000064
|
Enugu
|
2024-12-05 00:00:00
|
C
| 1.71
| 106.73
| 0.889
| 1.912
| 0
| -0.163
|
SM00000065
|
Kano
|
2024-02-08 10:00:00
|
C
| 1.318
| 114.89
| 0.957
| 1.252
| 5.05
| -0.283
|
SM00000066
|
Kano
|
2024-06-12 13:00:00
|
A
| 1.322
| 203.71
| 0.989
| 1.344
| 0
| -0.186
|
SM00000067
|
Jos
|
2024-11-15 05:00:00
|
A
| 0.909
| 213.78
| 1.038
| 0.808
| 11.07
| -0.197
|
SM00000068
|
Kano
|
2024-01-21 11:00:00
|
C
| 1.325
| 120.7
| 1.006
| 1.334
| 0
| -0.083
|
SM00000069
|
Enugu
|
2024-04-22 07:00:00
|
A
| 0.724
| 211.83
| 1.028
| 0.65
| 10.26
| -0.071
|
SM00000070
|
Enugu
|
2024-09-04 17:00:00
|
D
| 1.468
| 91.33
| 1.015
| 1.56
| 0
| -0.263
|
SM00000071
|
Eko
|
2024-11-15 12:00:00
|
E
| 1.288
| 62.62
| 1.044
| 1.322
| 0
| -0.115
|
SM00000072
|
Kano
|
2024-08-25 03:00:00
|
D
| 0.661
| 68.19
| 0.758
| 0.641
| 3.04
| -0.212
|
SM00000073
|
Kaduna
|
2024-08-08 01:00:00
|
D
| 1.843
| 72.98
| 0.811
| 2.124
| 0
| -0.226
|
SM00000074
|
Kano
|
2024-02-07 15:00:00
|
C
| 1.198
| 131.09
| 1.092
| 1.182
| 1.29
| -0.16
|
SM00000075
|
Kano
|
2024-06-22 22:00:00
|
A
| 0.566
| 198.72
| 0.965
| 0.578
| 0
| -0.119
|
SM00000076
|
Abuja
|
2024-03-17 04:00:00
|
A
| 1.232
| 187.33
| 0.909
| 1.299
| 0
| -0.212
|
SM00000077
|
Benin
|
2024-04-13 14:00:00
|
A
| 0.396
| 185.53
| 0.901
| 0.394
| 0.46
| -0.168
|
SM00000078
|
Benin
|
2024-03-07 22:00:00
|
C
| 0.1
| 125.46
| 1.046
| 0.103
| 0
| -0.068
|
SM00000079
|
Jos
|
2024-01-08 19:00:00
|
B
| 1.9
| 210.9
| 1.406
| 1.806
| 4.96
| -0.181
|
SM00000080
|
Benin
|
2024-03-14 03:00:00
|
C
| 1.23
| 105.18
| 0.876
| 1.359
| 0
| -0.133
|
SM00000081
|
Port Harcourt
|
2024-12-22 07:00:00
|
A
| 0.851
| 204.68
| 0.994
| 0.882
| 0
| -0.078
|
SM00000082
|
Ikeja
|
2024-05-01 16:00:00
|
E
| 1.442
| 60.13
| 1.002
| 1.643
| 0
| -0.037
|
SM00000083
|
Kano
|
2024-11-20 20:00:00
|
B
| 0.752
| 191.39
| 1.276
| 0.701
| 6.77
| -0.322
|
SM00000084
|
Ibadan
|
2024-07-20 22:00:00
|
D
| 0.72
| 88.55
| 0.984
| 0.716
| 0.61
| -0.161
|
SM00000085
|
Ikeja
|
2024-03-09 22:00:00
|
C
| 0.586
| 121.57
| 1.013
| 0.582
| 0.7
| -0.196
|
SM00000086
|
Port Harcourt
|
2024-07-23 11:00:00
|
D
| 1.33
| 90.46
| 1.005
| 1.181
| 11.2
| -0.044
|
SM00000087
|
Ikeja
|
2024-05-20 13:00:00
|
E
| 1.808
| 61.39
| 1.023
| 1.79
| 1
| -0.235
|
SM00000088
|
Port Harcourt
|
2024-06-30 01:00:00
|
C
| 0.992
| 110.36
| 0.92
| 0.866
| 12.66
| -0.211
|
SM00000089
|
Kano
|
2024-01-16 16:00:00
|
A
| 0.89
| 210.28
| 1.021
| 0.997
| 0
| -0.138
|
SM00000090
|
Jos
|
2024-08-05 08:00:00
|
E
| 1.171
| 61.67
| 1.028
| 1.206
| 0
| -0.187
|
SM00000091
|
Benin
|
2024-06-01 00:00:00
|
D
| 0.84
| 74.39
| 0.827
| 0.875
| 0
| -0.249
|
SM00000092
|
Ibadan
|
2024-07-05 09:00:00
|
D
| 1.985
| 84.91
| 0.943
| 1.943
| 2.11
| -0.209
|
SM00000093
|
Kaduna
|
2024-06-06 08:00:00
|
A
| 2.143
| 208.64
| 1.013
| 2.192
| 0
| -0.072
|
SM00000094
|
Jos
|
2024-01-01 15:00:00
|
E
| 1.344
| 59.36
| 0.989
| 1.567
| 0
| -0.049
|
SM00000095
|
Ibadan
|
2024-04-01 04:00:00
|
E
| 0.715
| 60.85
| 1.014
| 0.745
| 0
| -0.155
|
SM00000096
|
Ikeja
|
2024-09-01 10:00:00
|
A
| 0.625
| 208.42
| 1.012
| 0.687
| 0
| -0.192
|
SM00000097
|
Port Harcourt
|
2024-11-21 19:00:00
|
E
| 1.144
| 82.25
| 1.371
| 1.049
| 8.33
| -0.15
|
SM00000098
|
Kaduna
|
2024-11-17 13:00:00
|
E
| 1.46
| 58.69
| 0.978
| 1.532
| 0
| 0.025
|
SM00000099
|
Benin
|
2024-10-13 14:00:00
|
D
| 1.241
| 92.74
| 1.03
| 1.346
| 0
| -0.102
|
# Nigerian Energy & Utilities – Dynamic Pricing Response
Meter-level response to time-of-use/dynamic tariffs; elasticity around -0.15 median.
- **[category]** Smart Meters & Consumption
- **[rows]** ~120,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (DisCos, substations, plants)
## Schema
| column | dtype |
|---|---| | meter_id | object | | disco | object | | timestamp | object | | tariff_band | object | | baseline_kwh | float64 | | price_ngn_kwh | float64 | | price_multiplier | float64 | | observed_kwh | float64 | | reduction_pct | float64 | | elasticity_estimate | float64 |
## Usage
```python
import pandas as pd
df = pd.read_parquet('data/nigerian_energy_and_utilities_dynamic_pricing_response/nigerian_energy_and_utilities_dynamic_pricing_response.parquet')
df.head()
```
```python
from datasets import load_dataset
ds = load_dataset('electricsheepafrica/nigerian_energy_and_utilities_dynamic_pricing_response')
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)