Nigeria Energy Sector
Collection
A collection of datasets across Nigeria's energy sector. • 35 items • Updated • 9
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)